[2025-10-09T00:02:20.934192] [DEBUG] [R-STATUS ] Registered 'tdm' as a dependent service. [2025-10-09T00:02:21.116051] [DEBUG] [R-STATUS ] Registered 'sig' as a dependent service. [2025-10-09T00:02:21.298630] [DEBUG] [R-STATUS ] Registered 'sap' as a dependent service. [2025-10-09T00:02:21.472712] [DEBUG] [R-STATUS ] Registered 'exp' as a dependent service. [2025-10-09T00:02:21.473260] [WARN ] [STATE ] State set to: WAITING [2025-10-09T00:02:21.473342] [INFO ] [STATE ] Checking TDM service status... [2025-10-09T00:02:21.683972] [WARN ] [tdm-status] Service 'tdm' is not running. [2025-10-09T00:02:21.690085] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-08), and is a dependency of this service. [2025-10-09T00:02:21.726484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T00:02:21.762965] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T00:02:21.799040] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T00:02:21.799475] [WARN ] [STATE ] State set to: RUNNING [2025-10-09T00:02:21.799567] [INFO ] [sig ] Generating forecasts for all active symbols [2025-10-09T00:02:21.799698] [INFO ] [LOCAL ] Clearing forecasts directory: ./output/forecasts [2025-10-09T00:02:21.884315] [INFO ] [LOCAL ] Forecasts directory cleared and recreated [2025-10-09T00:02:21.885000] [INFO ] [CACHE ] Retrieved 2211 active symbols from cache [2025-10-09T00:02:21.886939] [DEBUG] [LOCAL ] No files to prune - all symbols are valid [2025-10-09T00:02:21.887034] [INFO ] [sig ] Found 2211 active symbols to forecast [2025-10-09T00:02:21.887496] [INFO ] [sig ] [1/2211] Forecasting A... [2025-10-09T00:02:21.887569] [INFO ] [sig ] Generating forecast for: A [2025-10-09T00:02:21.887675] [DEBUG] [REMOTE ] Fetching historical data for symbol 'A' from 'https://tdm.silogroup.org/data/derivative_storage/A.csv'. [2025-10-09T00:02:21.908671] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'A'. [2025-10-09T00:02:21.909161] [INFO ] [FORECASTER] Starting predict_future for A [2025-10-09T00:02:21.942927] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:21.943953] [DEBUG] [LOCAL ] No optimal features file found for A: ./output/feature-sets/A.txt [2025-10-09T00:02:21.944037] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:21.944112] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:21.944183] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:21.944288] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:21.963853] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:21.964908] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:21.965044] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:21.965116] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:22.004993] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:22.005207] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:22.005259] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:22.005294] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:22.010028] [DEBUG] [FORECASTER] A: Forecast T+1@11:T+2@11: DOWN (p=23.20%) [2025-10-09T00:02:22.010447] [INFO ] [FORECASTER] Completed predict_future for A [2025-10-09T00:02:22.010685] [INFO ] [sig ] A: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:22.167925] [INFO ] [LOCAL ] Saved forecast: A 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/A.txt [2025-10-09T00:02:22.168183] [INFO ] [sig ] [1/2211] Completed A in 0.3s | 3.56 sym/s | Total: 0.3s | ETA: 10.3m [2025-10-09T00:02:22.168263] [INFO ] [sig ] [2/2211] Forecasting AA... [2025-10-09T00:02:22.168334] [INFO ] [sig ] Generating forecast for: AA [2025-10-09T00:02:22.168418] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AA' from 'https://tdm.silogroup.org/data/derivative_storage/AA.csv'. [2025-10-09T00:02:22.181168] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AA'. [2025-10-09T00:02:22.181597] [INFO ] [FORECASTER] Starting predict_future for AA [2025-10-09T00:02:22.208079] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:22.209007] [DEBUG] [LOCAL ] No optimal features file found for AA: ./output/feature-sets/AA.txt [2025-10-09T00:02:22.209092] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:22.209166] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:22.209256] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:22.209361] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:22.227133] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:22.227914] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:22.228048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:22.228119] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:22.265929] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:22.266127] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:22.266177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:22.266213] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:22.270162] [DEBUG] [FORECASTER] AA: Forecast T+1@11:T+2@11: UP (p=78.68%) [2025-10-09T00:02:22.270502] [INFO ] [FORECASTER] Completed predict_future for AA [2025-10-09T00:02:22.270692] [INFO ] [sig ] AA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:22.426371] [INFO ] [LOCAL ] Saved forecast: AA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AA.txt [2025-10-09T00:02:22.426623] [INFO ] [sig ] [2/2211] Completed AA in 0.3s | 3.71 sym/s | Total: 0.5s | ETA: 9.9m [2025-10-09T00:02:22.426725] [INFO ] [sig ] [3/2211] Forecasting AAP... [2025-10-09T00:02:22.426796] [INFO ] [sig ] Generating forecast for: AAP [2025-10-09T00:02:22.426869] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AAP' from 'https://tdm.silogroup.org/data/derivative_storage/AAP.csv'. [2025-10-09T00:02:22.437428] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AAP'. [2025-10-09T00:02:22.437763] [INFO ] [FORECASTER] Starting predict_future for AAP [2025-10-09T00:02:22.463864] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:22.464737] [DEBUG] [LOCAL ] No optimal features file found for AAP: ./output/feature-sets/AAP.txt [2025-10-09T00:02:22.464817] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:22.464890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:22.464957] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:22.465055] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:22.482983] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:22.483699] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:22.483809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:22.483876] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:22.525578] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:22.525866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:22.525948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:22.525994] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:22.530436] [DEBUG] [FORECASTER] AAP: Forecast T+1@11:T+2@11: UP (p=87.87%) [2025-10-09T00:02:22.530885] [INFO ] [FORECASTER] Completed predict_future for AAP [2025-10-09T00:02:22.531111] [INFO ] [sig ] AAP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:22.732227] [INFO ] [LOCAL ] Saved forecast: AAP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AAP.txt [2025-10-09T00:02:22.732505] [INFO ] [sig ] [3/2211] Completed AAP in 0.3s | 3.55 sym/s | Total: 0.8s | ETA: 10.4m [2025-10-09T00:02:22.732582] [INFO ] [sig ] [4/2211] Forecasting AAT... [2025-10-09T00:02:22.732680] [INFO ] [sig ] Generating forecast for: AAT [2025-10-09T00:02:22.732740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AAT' from 'https://tdm.silogroup.org/data/derivative_storage/AAT.csv'. [2025-10-09T00:02:22.744507] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'AAT'. [2025-10-09T00:02:22.744896] [INFO ] [FORECASTER] Starting predict_future for AAT [2025-10-09T00:02:22.772332] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:22.773216] [DEBUG] [LOCAL ] No optimal features file found for AAT: ./output/feature-sets/AAT.txt [2025-10-09T00:02:22.773296] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:22.773370] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:22.773439] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:22.773538] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:22.791147] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:22.791910] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:22.792026] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:22.792099] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:22.829191] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:22.829417] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:22.829471] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:22.829506] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:22.833200] [DEBUG] [FORECASTER] AAT: Forecast T+1@11:T+2@11: UP (p=97.75%) [2025-10-09T00:02:22.833521] [INFO ] [FORECASTER] Completed predict_future for AAT [2025-10-09T00:02:22.833719] [INFO ] [sig ] AAT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:22.975518] [INFO ] [LOCAL ] Saved forecast: AAT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AAT.txt [2025-10-09T00:02:22.975800] [INFO ] [sig ] [4/2211] Completed AAT in 0.2s | 3.68 sym/s | Total: 1.1s | ETA: 10.0m [2025-10-09T00:02:22.975883] [INFO ] [sig ] [5/2211] Forecasting AB... [2025-10-09T00:02:22.975954] [INFO ] [sig ] Generating forecast for: AB [2025-10-09T00:02:22.976026] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AB' from 'https://tdm.silogroup.org/data/derivative_storage/AB.csv'. [2025-10-09T00:02:22.981336] [WARN ] [REMOTE ] Historical data not found for symbol 'AB' (404). [2025-10-09T00:02:22.981529] [FATAL] [sig ] AB: No historical data fetched. [2025-10-09T00:02:22.981623] [WARN ] [sig ] [5/2211] Failed AB after 0.0s | 4.57 sym/s | Total: 1.1s | ETA: 8.0m [2025-10-09T00:02:22.981717] [INFO ] [sig ] [6/2211] Forecasting ABBV... [2025-10-09T00:02:22.981787] [INFO ] [sig ] Generating forecast for: ABBV [2025-10-09T00:02:22.981856] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABBV' from 'https://tdm.silogroup.org/data/derivative_storage/ABBV.csv'. [2025-10-09T00:02:22.991130] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ABBV'. [2025-10-09T00:02:22.991477] [INFO ] [FORECASTER] Starting predict_future for ABBV [2025-10-09T00:02:23.017076] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:23.017908] [DEBUG] [LOCAL ] No optimal features file found for ABBV: ./output/feature-sets/ABBV.txt [2025-10-09T00:02:23.017987] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:23.018075] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:23.018144] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:23.018242] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:23.035820] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:23.036568] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:23.036719] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:23.036792] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:23.079440] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:23.079684] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:23.079756] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:23.079795] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:23.083532] [DEBUG] [FORECASTER] ABBV: Forecast T+1@11:T+2@11: UP (p=98.42%) [2025-10-09T00:02:23.083880] [INFO ] [FORECASTER] Completed predict_future for ABBV [2025-10-09T00:02:23.084044] [INFO ] [sig ] ABBV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:23.225089] [INFO ] [LOCAL ] Saved forecast: ABBV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ABBV.txt [2025-10-09T00:02:23.225341] [WARN ] [sig ] [6/2211] Failed ABBV after 0.2s | 4.48 sym/s | Total: 1.3s | ETA: 8.2m [2025-10-09T00:02:23.225425] [INFO ] [sig ] [7/2211] Forecasting ABCB... [2025-10-09T00:02:23.225496] [INFO ] [sig ] Generating forecast for: ABCB [2025-10-09T00:02:23.225570] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABCB' from 'https://tdm.silogroup.org/data/derivative_storage/ABCB.csv'. [2025-10-09T00:02:23.230697] [WARN ] [REMOTE ] Historical data not found for symbol 'ABCB' (404). [2025-10-09T00:02:23.230897] [FATAL] [sig ] ABCB: No historical data fetched. [2025-10-09T00:02:23.230992] [WARN ] [sig ] [7/2211] Failed ABCB after 0.0s | 5.21 sym/s | Total: 1.3s | ETA: 7.1m [2025-10-09T00:02:23.231064] [INFO ] [sig ] [8/2211] Forecasting ABEV... [2025-10-09T00:02:23.231133] [INFO ] [sig ] Generating forecast for: ABEV [2025-10-09T00:02:23.231202] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABEV' from 'https://tdm.silogroup.org/data/derivative_storage/ABEV.csv'. [2025-10-09T00:02:23.240459] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ABEV'. [2025-10-09T00:02:23.240852] [INFO ] [FORECASTER] Starting predict_future for ABEV [2025-10-09T00:02:23.266425] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:23.267261] [DEBUG] [LOCAL ] No optimal features file found for ABEV: ./output/feature-sets/ABEV.txt [2025-10-09T00:02:23.267340] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:23.267413] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:23.267481] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:23.267581] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:23.285352] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:23.285986] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:23.286093] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:23.286162] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:23.330588] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:23.330904] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:23.330971] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:23.331008] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:23.335166] [DEBUG] [FORECASTER] ABEV: Forecast T+1@11:T+2@11: DOWN (p=49.01%) [2025-10-09T00:02:23.335563] [INFO ] [FORECASTER] Completed predict_future for ABEV [2025-10-09T00:02:23.335758] [INFO ] [sig ] ABEV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:23.482254] [INFO ] [LOCAL ] Saved forecast: ABEV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ABEV.txt [2025-10-09T00:02:23.482513] [WARN ] [sig ] [8/2211] Failed ABEV after 0.3s | 5.02 sym/s | Total: 1.6s | ETA: 7.3m [2025-10-09T00:02:23.482603] [INFO ] [sig ] [9/2211] Forecasting ABG... [2025-10-09T00:02:23.482700] [INFO ] [sig ] Generating forecast for: ABG [2025-10-09T00:02:23.482775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABG' from 'https://tdm.silogroup.org/data/derivative_storage/ABG.csv'. [2025-10-09T00:02:23.493946] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ABG'. [2025-10-09T00:02:23.494375] [INFO ] [FORECASTER] Starting predict_future for ABG [2025-10-09T00:02:23.520112] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:23.520978] [DEBUG] [LOCAL ] No optimal features file found for ABG: ./output/feature-sets/ABG.txt [2025-10-09T00:02:23.521057] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:23.521130] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:23.521199] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:23.521300] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:23.538921] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:23.539618] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:23.539755] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:23.539826] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:23.584249] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:23.584427] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:23.584477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:23.584514] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:23.589047] [DEBUG] [FORECASTER] ABG: Forecast T+1@11:T+2@11: UP (p=57.11%) [2025-10-09T00:02:23.589525] [INFO ] [FORECASTER] Completed predict_future for ABG [2025-10-09T00:02:23.589727] [INFO ] [sig ] ABG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:23.761294] [INFO ] [LOCAL ] Saved forecast: ABG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ABG.txt [2025-10-09T00:02:23.761592] [WARN ] [sig ] [9/2211] Failed ABG after 0.3s | 4.80 sym/s | Total: 1.9s | ETA: 7.6m [2025-10-09T00:02:23.761702] [INFO ] [sig ] [10/2211] Forecasting ABM... [2025-10-09T00:02:23.761777] [INFO ] [sig ] Generating forecast for: ABM [2025-10-09T00:02:23.761855] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABM' from 'https://tdm.silogroup.org/data/derivative_storage/ABM.csv'. [2025-10-09T00:02:23.773296] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ABM'. [2025-10-09T00:02:23.773745] [INFO ] [FORECASTER] Starting predict_future for ABM [2025-10-09T00:02:23.805111] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:23.805996] [DEBUG] [LOCAL ] No optimal features file found for ABM: ./output/feature-sets/ABM.txt [2025-10-09T00:02:23.806091] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:23.806185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:23.806262] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:23.806374] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:23.828391] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:23.829316] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:23.829436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:23.829545] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:23.877343] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:23.877549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:23.877603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:23.877672] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:23.882389] [DEBUG] [FORECASTER] ABM: Forecast T+1@11:T+2@11: UP (p=59.48%) [2025-10-09T00:02:23.882883] [INFO ] [FORECASTER] Completed predict_future for ABM [2025-10-09T00:02:23.883125] [INFO ] [sig ] ABM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:24.055233] [INFO ] [LOCAL ] Saved forecast: ABM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ABM.txt [2025-10-09T00:02:24.055494] [WARN ] [sig ] [10/2211] Failed ABM after 0.3s | 4.61 sym/s | Total: 2.2s | ETA: 8.0m [2025-10-09T00:02:24.055575] [INFO ] [sig ] [11/2211] Forecasting ABR... [2025-10-09T00:02:24.055665] [INFO ] [sig ] Generating forecast for: ABR [2025-10-09T00:02:24.055740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABR' from 'https://tdm.silogroup.org/data/derivative_storage/ABR.csv'. [2025-10-09T00:02:24.066980] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ABR'. [2025-10-09T00:02:24.067301] [INFO ] [FORECASTER] Starting predict_future for ABR [2025-10-09T00:02:24.098870] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:24.099847] [DEBUG] [LOCAL ] No optimal features file found for ABR: ./output/feature-sets/ABR.txt [2025-10-09T00:02:24.099930] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:24.100006] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:24.100077] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:24.100179] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:24.118879] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:24.119601] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:24.119746] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:24.119818] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:24.159563] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:24.159752] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:24.159820] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:24.159860] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:24.163418] [DEBUG] [FORECASTER] ABR: Forecast T+1@11:T+2@11: DOWN (p=46.60%) [2025-10-09T00:02:24.163768] [INFO ] [FORECASTER] Completed predict_future for ABR [2025-10-09T00:02:24.163936] [INFO ] [sig ] ABR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:24.318490] [INFO ] [LOCAL ] Saved forecast: ABR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ABR.txt [2025-10-09T00:02:24.318857] [WARN ] [sig ] [11/2211] Failed ABR after 0.3s | 4.52 sym/s | Total: 2.4s | ETA: 8.1m [2025-10-09T00:02:24.318947] [INFO ] [sig ] [12/2211] Forecasting ABT... [2025-10-09T00:02:24.319018] [INFO ] [sig ] Generating forecast for: ABT [2025-10-09T00:02:24.319092] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABT' from 'https://tdm.silogroup.org/data/derivative_storage/ABT.csv'. [2025-10-09T00:02:24.331118] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ABT'. [2025-10-09T00:02:24.331560] [INFO ] [FORECASTER] Starting predict_future for ABT [2025-10-09T00:02:24.358247] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:24.359196] [DEBUG] [LOCAL ] No optimal features file found for ABT: ./output/feature-sets/ABT.txt [2025-10-09T00:02:24.359310] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:24.359403] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:24.359473] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:24.359577] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:24.378723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:24.380361] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:24.380635] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:24.380765] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:24.424616] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:24.424881] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:24.424939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:24.424978] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:24.429281] [DEBUG] [FORECASTER] ABT: Forecast T+1@11:T+2@11: UP (p=98.50%) [2025-10-09T00:02:24.429609] [INFO ] [FORECASTER] Completed predict_future for ABT [2025-10-09T00:02:24.429798] [INFO ] [sig ] ABT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:24.598277] [INFO ] [LOCAL ] Saved forecast: ABT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ABT.txt [2025-10-09T00:02:24.598628] [WARN ] [sig ] [12/2211] Failed ABT after 0.3s | 4.43 sym/s | Total: 2.7s | ETA: 8.3m [2025-10-09T00:02:24.598760] [INFO ] [sig ] [13/2211] Forecasting ACA... [2025-10-09T00:02:24.598835] [INFO ] [sig ] Generating forecast for: ACA [2025-10-09T00:02:24.598909] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACA' from 'https://tdm.silogroup.org/data/derivative_storage/ACA.csv'. [2025-10-09T00:02:24.604435] [WARN ] [REMOTE ] Historical data not found for symbol 'ACA' (404). [2025-10-09T00:02:24.604746] [FATAL] [sig ] ACA: No historical data fetched. [2025-10-09T00:02:24.604847] [WARN ] [sig ] [13/2211] Failed ACA after 0.0s | 4.78 sym/s | Total: 2.7s | ETA: 7.7m [2025-10-09T00:02:24.604922] [INFO ] [sig ] [14/2211] Forecasting ACCO... [2025-10-09T00:02:24.604992] [INFO ] [sig ] Generating forecast for: ACCO [2025-10-09T00:02:24.605063] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACCO' from 'https://tdm.silogroup.org/data/derivative_storage/ACCO.csv'. [2025-10-09T00:02:24.615435] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ACCO'. [2025-10-09T00:02:24.615946] [INFO ] [FORECASTER] Starting predict_future for ACCO [2025-10-09T00:02:24.642149] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:24.642992] [DEBUG] [LOCAL ] No optimal features file found for ACCO: ./output/feature-sets/ACCO.txt [2025-10-09T00:02:24.643071] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:24.643144] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:24.643212] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:24.643317] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:24.661222] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:24.661864] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:24.661970] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:24.662040] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:24.702798] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:24.703011] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:24.703062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:24.703098] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:24.706921] [DEBUG] [FORECASTER] ACCO: Forecast T+1@11:T+2@11: DOWN (p=24.63%) [2025-10-09T00:02:24.707229] [INFO ] [FORECASTER] Completed predict_future for ACCO [2025-10-09T00:02:24.707394] [INFO ] [sig ] ACCO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:24.857974] [INFO ] [LOCAL ] Saved forecast: ACCO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ACCO.txt [2025-10-09T00:02:24.858406] [WARN ] [sig ] [14/2211] Failed ACCO after 0.3s | 4.71 sym/s | Total: 3.0s | ETA: 7.8m [2025-10-09T00:02:24.858491] [INFO ] [sig ] [15/2211] Forecasting ACEL... [2025-10-09T00:02:24.858561] [INFO ] [sig ] Generating forecast for: ACEL [2025-10-09T00:02:24.858662] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACEL' from 'https://tdm.silogroup.org/data/derivative_storage/ACEL.csv'. [2025-10-09T00:02:24.865227] [WARN ] [REMOTE ] Historical data not found for symbol 'ACEL' (404). [2025-10-09T00:02:24.865416] [FATAL] [sig ] ACEL: No historical data fetched. [2025-10-09T00:02:24.865507] [WARN ] [sig ] [15/2211] Failed ACEL after 0.0s | 5.04 sym/s | Total: 3.0s | ETA: 7.3m [2025-10-09T00:02:24.865579] [INFO ] [sig ] [16/2211] Forecasting ACHR... [2025-10-09T00:02:24.865674] [INFO ] [sig ] Generating forecast for: ACHR [2025-10-09T00:02:24.865748] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACHR' from 'https://tdm.silogroup.org/data/derivative_storage/ACHR.csv'. [2025-10-09T00:02:24.876779] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ACHR'. [2025-10-09T00:02:24.877181] [INFO ] [FORECASTER] Starting predict_future for ACHR [2025-10-09T00:02:24.904698] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:24.905520] [DEBUG] [LOCAL ] No optimal features file found for ACHR: ./output/feature-sets/ACHR.txt [2025-10-09T00:02:24.905600] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:24.905697] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:24.905770] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:24.905877] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:24.924217] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:24.925064] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:24.925196] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:24.925269] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:24.966516] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:24.966700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:24.966766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:24.966805] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:24.970396] [DEBUG] [FORECASTER] ACHR: Forecast T+1@11:T+2@11: DOWN (p=40.22%) [2025-10-09T00:02:24.970767] [INFO ] [FORECASTER] Completed predict_future for ACHR [2025-10-09T00:02:24.970928] [INFO ] [sig ] ACHR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:25.112105] [INFO ] [LOCAL ] Saved forecast: ACHR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ACHR.txt [2025-10-09T00:02:25.112331] [WARN ] [sig ] [16/2211] Failed ACHR after 0.2s | 4.96 sym/s | Total: 3.2s | ETA: 7.4m [2025-10-09T00:02:25.112408] [INFO ] [sig ] [17/2211] Forecasting ACI... [2025-10-09T00:02:25.112481] [INFO ] [sig ] Generating forecast for: ACI [2025-10-09T00:02:25.112534] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACI' from 'https://tdm.silogroup.org/data/derivative_storage/ACI.csv'. [2025-10-09T00:02:25.117623] [WARN ] [REMOTE ] Historical data not found for symbol 'ACI' (404). [2025-10-09T00:02:25.117829] [FATAL] [sig ] ACI: No historical data fetched. [2025-10-09T00:02:25.117918] [WARN ] [sig ] [17/2211] Failed ACI after 0.0s | 5.26 sym/s | Total: 3.2s | ETA: 6.9m [2025-10-09T00:02:25.117990] [INFO ] [sig ] [18/2211] Forecasting ACM... [2025-10-09T00:02:25.118063] [INFO ] [sig ] Generating forecast for: ACM [2025-10-09T00:02:25.118156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACM' from 'https://tdm.silogroup.org/data/derivative_storage/ACM.csv'. [2025-10-09T00:02:25.121900] [WARN ] [REMOTE ] Historical data not found for symbol 'ACM' (404). [2025-10-09T00:02:25.122073] [FATAL] [sig ] ACM: No historical data fetched. [2025-10-09T00:02:25.122161] [WARN ] [sig ] [18/2211] Failed ACM after 0.0s | 5.56 sym/s | Total: 3.2s | ETA: 6.6m [2025-10-09T00:02:25.122233] [INFO ] [sig ] [19/2211] Forecasting ACN... [2025-10-09T00:02:25.122301] [INFO ] [sig ] Generating forecast for: ACN [2025-10-09T00:02:25.122371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACN' from 'https://tdm.silogroup.org/data/derivative_storage/ACN.csv'. [2025-10-09T00:02:25.131190] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ACN'. [2025-10-09T00:02:25.131482] [INFO ] [FORECASTER] Starting predict_future for ACN [2025-10-09T00:02:25.157311] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:25.158241] [DEBUG] [LOCAL ] No optimal features file found for ACN: ./output/feature-sets/ACN.txt [2025-10-09T00:02:25.158324] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:25.158397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:25.158466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:25.158567] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:25.176915] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:25.177557] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:25.177689] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:25.177755] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:25.216932] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:25.217137] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:25.217187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:25.217221] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:25.221044] [DEBUG] [FORECASTER] ACN: Forecast T+1@11:T+2@11: DOWN (p=0.61%) [2025-10-09T00:02:25.221406] [INFO ] [FORECASTER] Completed predict_future for ACN [2025-10-09T00:02:25.221562] [INFO ] [sig ] ACN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:25.367630] [INFO ] [LOCAL ] Saved forecast: ACN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ACN.txt [2025-10-09T00:02:25.367943] [WARN ] [sig ] [19/2211] Failed ACN after 0.2s | 5.46 sym/s | Total: 3.5s | ETA: 6.7m [2025-10-09T00:02:25.368022] [INFO ] [sig ] [20/2211] Forecasting ACP... [2025-10-09T00:02:25.368093] [INFO ] [sig ] Generating forecast for: ACP [2025-10-09T00:02:25.368164] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACP' from 'https://tdm.silogroup.org/data/derivative_storage/ACP.csv'. [2025-10-09T00:02:25.378555] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ACP'. [2025-10-09T00:02:25.378965] [INFO ] [FORECASTER] Starting predict_future for ACP [2025-10-09T00:02:25.405400] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:25.406271] [DEBUG] [LOCAL ] No optimal features file found for ACP: ./output/feature-sets/ACP.txt [2025-10-09T00:02:25.406352] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:25.406426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:25.406511] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:25.406623] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:25.424955] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:25.425717] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:25.425880] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:25.425955] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:25.463372] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:25.463575] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:25.463625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:25.463699] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:25.467391] [DEBUG] [FORECASTER] ACP: Forecast T+1@11:T+2@11: DOWN (p=26.76%) [2025-10-09T00:02:25.467741] [INFO ] [FORECASTER] Completed predict_future for ACP [2025-10-09T00:02:25.467909] [INFO ] [sig ] ACP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:25.618915] [INFO ] [LOCAL ] Saved forecast: ACP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ACP.txt [2025-10-09T00:02:25.619362] [WARN ] [sig ] [20/2211] Failed ACP after 0.3s | 5.36 sym/s | Total: 3.7s | ETA: 6.8m [2025-10-09T00:02:25.619448] [INFO ] [sig ] [21/2211] Forecasting ACR... [2025-10-09T00:02:25.619521] [INFO ] [sig ] Generating forecast for: ACR [2025-10-09T00:02:25.619618] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACR' from 'https://tdm.silogroup.org/data/derivative_storage/ACR.csv'. [2025-10-09T00:02:25.632050] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ACR'. [2025-10-09T00:02:25.632520] [INFO ] [FORECASTER] Starting predict_future for ACR [2025-10-09T00:02:25.661596] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:25.662631] [DEBUG] [LOCAL ] No optimal features file found for ACR: ./output/feature-sets/ACR.txt [2025-10-09T00:02:25.662742] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:25.662818] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:25.662888] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:25.663001] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:25.684089] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:25.685229] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:25.685353] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:25.685428] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:25.725325] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:25.725553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:25.725606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:25.725668] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:25.729601] [DEBUG] [FORECASTER] ACR: Forecast T+1@11:T+2@11: DOWN (p=11.51%) [2025-10-09T00:02:25.729974] [INFO ] [FORECASTER] Completed predict_future for ACR [2025-10-09T00:02:25.730143] [INFO ] [sig ] ACR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:25.879053] [INFO ] [LOCAL ] Saved forecast: ACR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ACR.txt [2025-10-09T00:02:25.879342] [WARN ] [sig ] [21/2211] Failed ACR after 0.3s | 5.26 sym/s | Total: 4.0s | ETA: 6.9m [2025-10-09T00:02:25.879429] [INFO ] [sig ] [22/2211] Forecasting ACRE... [2025-10-09T00:02:25.879501] [INFO ] [sig ] Generating forecast for: ACRE [2025-10-09T00:02:25.879574] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACRE' from 'https://tdm.silogroup.org/data/derivative_storage/ACRE.csv'. [2025-10-09T00:02:25.890071] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ACRE'. [2025-10-09T00:02:25.890411] [INFO ] [FORECASTER] Starting predict_future for ACRE [2025-10-09T00:02:25.916810] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:25.917694] [DEBUG] [LOCAL ] No optimal features file found for ACRE: ./output/feature-sets/ACRE.txt [2025-10-09T00:02:25.917808] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:25.917885] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:25.917955] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:25.918057] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:25.936423] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:25.937259] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:25.937377] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:25.937449] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:25.973829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:25.974035] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:25.974083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:25.974119] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:25.977853] [DEBUG] [FORECASTER] ACRE: Forecast T+1@11:T+2@11: DOWN (p=5.58%) [2025-10-09T00:02:25.978190] [INFO ] [FORECASTER] Completed predict_future for ACRE [2025-10-09T00:02:25.978353] [INFO ] [sig ] ACRE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:26.128500] [INFO ] [LOCAL ] Saved forecast: ACRE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ACRE.txt [2025-10-09T00:02:26.128866] [WARN ] [sig ] [22/2211] Failed ACRE after 0.2s | 5.19 sym/s | Total: 4.2s | ETA: 7.0m [2025-10-09T00:02:26.128951] [INFO ] [sig ] [23/2211] Forecasting ACV... [2025-10-09T00:02:26.129023] [INFO ] [sig ] Generating forecast for: ACV [2025-10-09T00:02:26.129120] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACV' from 'https://tdm.silogroup.org/data/derivative_storage/ACV.csv'. [2025-10-09T00:02:26.134291] [WARN ] [REMOTE ] Historical data not found for symbol 'ACV' (404). [2025-10-09T00:02:26.134478] [FATAL] [sig ] ACV: No historical data fetched. [2025-10-09T00:02:26.134570] [WARN ] [sig ] [23/2211] Failed ACV after 0.0s | 5.42 sym/s | Total: 4.2s | ETA: 6.7m [2025-10-09T00:02:26.134665] [INFO ] [sig ] [24/2211] Forecasting ACVA... [2025-10-09T00:02:26.134737] [INFO ] [sig ] Generating forecast for: ACVA [2025-10-09T00:02:26.134808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACVA' from 'https://tdm.silogroup.org/data/derivative_storage/ACVA.csv'. [2025-10-09T00:02:26.138884] [WARN ] [REMOTE ] Historical data not found for symbol 'ACVA' (404). [2025-10-09T00:02:26.139076] [FATAL] [sig ] ACVA: No historical data fetched. [2025-10-09T00:02:26.139165] [WARN ] [sig ] [24/2211] Failed ACVA after 0.0s | 5.64 sym/s | Total: 4.3s | ETA: 6.5m [2025-10-09T00:02:26.139273] [INFO ] [sig ] [25/2211] Forecasting ADC... [2025-10-09T00:02:26.139343] [INFO ] [sig ] Generating forecast for: ADC [2025-10-09T00:02:26.139412] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADC' from 'https://tdm.silogroup.org/data/derivative_storage/ADC.csv'. [2025-10-09T00:02:26.148934] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ADC'. [2025-10-09T00:02:26.149346] [INFO ] [FORECASTER] Starting predict_future for ADC [2025-10-09T00:02:26.174948] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:26.175801] [DEBUG] [LOCAL ] No optimal features file found for ADC: ./output/feature-sets/ADC.txt [2025-10-09T00:02:26.175887] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:26.175959] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:26.176027] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:26.176127] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:26.193780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:26.194459] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:26.194570] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:26.194638] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:26.231516] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:26.231705] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:26.231772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:26.231810] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:26.235372] [DEBUG] [FORECASTER] ADC: Forecast T+1@11:T+2@11: UP (p=68.03%) [2025-10-09T00:02:26.235719] [INFO ] [FORECASTER] Completed predict_future for ADC [2025-10-09T00:02:26.235894] [INFO ] [sig ] ADC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:26.387550] [INFO ] [LOCAL ] Saved forecast: ADC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ADC.txt [2025-10-09T00:02:26.387930] [WARN ] [sig ] [25/2211] Failed ADC after 0.2s | 5.56 sym/s | Total: 4.5s | ETA: 6.6m [2025-10-09T00:02:26.388019] [INFO ] [sig ] [26/2211] Forecasting ADCT... [2025-10-09T00:02:26.388091] [INFO ] [sig ] Generating forecast for: ADCT [2025-10-09T00:02:26.388163] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADCT' from 'https://tdm.silogroup.org/data/derivative_storage/ADCT.csv'. [2025-10-09T00:02:26.399902] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ADCT'. [2025-10-09T00:02:26.400295] [INFO ] [FORECASTER] Starting predict_future for ADCT [2025-10-09T00:02:26.426764] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:26.427611] [DEBUG] [LOCAL ] No optimal features file found for ADCT: ./output/feature-sets/ADCT.txt [2025-10-09T00:02:26.427713] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:26.427786] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:26.427855] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:26.427955] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:26.445508] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:26.446189] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:26.446295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:26.446365] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:26.485563] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:26.485762] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:26.485826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:26.485863] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:26.489835] [DEBUG] [FORECASTER] ADCT: Forecast T+1@11:T+2@11: DOWN (p=23.67%) [2025-10-09T00:02:26.490172] [INFO ] [FORECASTER] Completed predict_future for ADCT [2025-10-09T00:02:26.490327] [INFO ] [sig ] ADCT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:26.639530] [INFO ] [LOCAL ] Saved forecast: ADCT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ADCT.txt [2025-10-09T00:02:26.639884] [WARN ] [sig ] [26/2211] Failed ADCT after 0.3s | 5.47 sym/s | Total: 4.8s | ETA: 6.7m [2025-10-09T00:02:26.639966] [INFO ] [sig ] [27/2211] Forecasting ADM... [2025-10-09T00:02:26.640040] [INFO ] [sig ] Generating forecast for: ADM [2025-10-09T00:02:26.640116] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADM' from 'https://tdm.silogroup.org/data/derivative_storage/ADM.csv'. [2025-10-09T00:02:26.650967] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ADM'. [2025-10-09T00:02:26.651471] [INFO ] [FORECASTER] Starting predict_future for ADM [2025-10-09T00:02:26.681107] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:26.682065] [DEBUG] [LOCAL ] No optimal features file found for ADM: ./output/feature-sets/ADM.txt [2025-10-09T00:02:26.682146] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:26.682220] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:26.682290] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:26.682390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:26.700922] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:26.701676] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:26.701789] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:26.701862] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:26.739037] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:26.739258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:26.739325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:26.739362] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:26.743000] [DEBUG] [FORECASTER] ADM: Forecast T+1@11:T+2@11: DOWN (p=13.48%) [2025-10-09T00:02:26.743307] [INFO ] [FORECASTER] Completed predict_future for ADM [2025-10-09T00:02:26.743461] [INFO ] [sig ] ADM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:26.889796] [INFO ] [LOCAL ] Saved forecast: ADM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ADM.txt [2025-10-09T00:02:26.890051] [WARN ] [sig ] [27/2211] Failed ADM after 0.3s | 5.40 sym/s | Total: 5.0s | ETA: 6.7m [2025-10-09T00:02:26.890131] [INFO ] [sig ] [28/2211] Forecasting ADNT... [2025-10-09T00:02:26.890201] [INFO ] [sig ] Generating forecast for: ADNT [2025-10-09T00:02:26.890278] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADNT' from 'https://tdm.silogroup.org/data/derivative_storage/ADNT.csv'. [2025-10-09T00:02:26.900274] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ADNT'. [2025-10-09T00:02:26.900633] [INFO ] [FORECASTER] Starting predict_future for ADNT [2025-10-09T00:02:26.926585] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:26.927431] [DEBUG] [LOCAL ] No optimal features file found for ADNT: ./output/feature-sets/ADNT.txt [2025-10-09T00:02:26.927511] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:26.927584] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:26.927675] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:26.927778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:26.945965] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:26.946984] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:26.947101] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:26.947173] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:26.987164] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:26.987388] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:26.987438] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:26.987472] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:26.991292] [DEBUG] [FORECASTER] ADNT: Forecast T+1@11:T+2@11: DOWN (p=2.46%) [2025-10-09T00:02:26.991637] [INFO ] [FORECASTER] Completed predict_future for ADNT [2025-10-09T00:02:26.991841] [INFO ] [sig ] ADNT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:27.147914] [INFO ] [LOCAL ] Saved forecast: ADNT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ADNT.txt [2025-10-09T00:02:27.148315] [WARN ] [sig ] [28/2211] Failed ADNT after 0.3s | 5.32 sym/s | Total: 5.3s | ETA: 6.8m [2025-10-09T00:02:27.148402] [INFO ] [sig ] [29/2211] Forecasting ADT... [2025-10-09T00:02:27.148481] [INFO ] [sig ] Generating forecast for: ADT [2025-10-09T00:02:27.148566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADT' from 'https://tdm.silogroup.org/data/derivative_storage/ADT.csv'. [2025-10-09T00:02:27.160146] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ADT'. [2025-10-09T00:02:27.160609] [INFO ] [FORECASTER] Starting predict_future for ADT [2025-10-09T00:02:27.188710] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:27.189677] [DEBUG] [LOCAL ] No optimal features file found for ADT: ./output/feature-sets/ADT.txt [2025-10-09T00:02:27.189760] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:27.189835] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:27.189905] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:27.190012] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:27.208548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:27.209286] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:27.209422] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:27.209499] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:27.246952] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:27.247066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:27.247109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:27.247144] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:27.250596] [DEBUG] [FORECASTER] ADT: Forecast T+1@11:T+2@11: DOWN (p=8.91%) [2025-10-09T00:02:27.250922] [INFO ] [FORECASTER] Completed predict_future for ADT [2025-10-09T00:02:27.251084] [INFO ] [sig ] ADT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:27.412258] [INFO ] [LOCAL ] Saved forecast: ADT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ADT.txt [2025-10-09T00:02:27.412513] [WARN ] [sig ] [29/2211] Failed ADT after 0.3s | 5.25 sym/s | Total: 5.5s | ETA: 6.9m [2025-10-09T00:02:27.412593] [INFO ] [sig ] [30/2211] Forecasting ADX... [2025-10-09T00:02:27.412687] [INFO ] [sig ] Generating forecast for: ADX [2025-10-09T00:02:27.412759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADX' from 'https://tdm.silogroup.org/data/derivative_storage/ADX.csv'. [2025-10-09T00:02:27.423001] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ADX'. [2025-10-09T00:02:27.423304] [INFO ] [FORECASTER] Starting predict_future for ADX [2025-10-09T00:02:27.448883] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:27.449715] [DEBUG] [LOCAL ] No optimal features file found for ADX: ./output/feature-sets/ADX.txt [2025-10-09T00:02:27.449793] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:27.449844] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:27.449905] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:27.450004] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:27.468018] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:27.468608] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:27.468735] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:27.468806] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:27.506197] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:27.506320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:27.506362] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:27.506395] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:27.509803] [DEBUG] [FORECASTER] ADX: Forecast T+1@11:T+2@11: UP (p=84.58%) [2025-10-09T00:02:27.510095] [INFO ] [FORECASTER] Completed predict_future for ADX [2025-10-09T00:02:27.510239] [INFO ] [sig ] ADX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:27.652413] [INFO ] [LOCAL ] Saved forecast: ADX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ADX.txt [2025-10-09T00:02:27.652684] [WARN ] [sig ] [30/2211] Failed ADX after 0.2s | 5.20 sym/s | Total: 5.8s | ETA: 7.0m [2025-10-09T00:02:27.652765] [INFO ] [sig ] [31/2211] Forecasting AEE... [2025-10-09T00:02:27.652839] [INFO ] [sig ] Generating forecast for: AEE [2025-10-09T00:02:27.652912] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEE' from 'https://tdm.silogroup.org/data/derivative_storage/AEE.csv'. [2025-10-09T00:02:27.657729] [WARN ] [REMOTE ] Historical data not found for symbol 'AEE' (404). [2025-10-09T00:02:27.657904] [FATAL] [sig ] AEE: No historical data fetched. [2025-10-09T00:02:27.657994] [WARN ] [sig ] [31/2211] Failed AEE after 0.0s | 5.37 sym/s | Total: 5.8s | ETA: 6.8m [2025-10-09T00:02:27.658064] [INFO ] [sig ] [32/2211] Forecasting AEFC... [2025-10-09T00:02:27.658131] [INFO ] [sig ] Generating forecast for: AEFC [2025-10-09T00:02:27.658200] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEFC' from 'https://tdm.silogroup.org/data/derivative_storage/AEFC.csv'. [2025-10-09T00:02:27.667254] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AEFC'. [2025-10-09T00:02:27.667557] [INFO ] [FORECASTER] Starting predict_future for AEFC [2025-10-09T00:02:27.694020] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:27.694834] [DEBUG] [LOCAL ] No optimal features file found for AEFC: ./output/feature-sets/AEFC.txt [2025-10-09T00:02:27.694913] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:27.694984] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:27.695053] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:27.695157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:27.713060] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:27.713702] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:27.713809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:27.713880] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:27.749284] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:27.749417] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:27.749460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:27.749495] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:27.752885] [DEBUG] [FORECASTER] AEFC: Forecast T+1@11:T+2@11: UP (p=81.56%) [2025-10-09T00:02:27.753180] [INFO ] [FORECASTER] Completed predict_future for AEFC [2025-10-09T00:02:27.753330] [INFO ] [sig ] AEFC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:27.894738] [INFO ] [LOCAL ] Saved forecast: AEFC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AEFC.txt [2025-10-09T00:02:27.894993] [WARN ] [sig ] [32/2211] Failed AEFC after 0.2s | 5.33 sym/s | Total: 6.0s | ETA: 6.8m [2025-10-09T00:02:27.895071] [INFO ] [sig ] [33/2211] Forecasting AEG... [2025-10-09T00:02:27.895141] [INFO ] [sig ] Generating forecast for: AEG [2025-10-09T00:02:27.895213] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEG' from 'https://tdm.silogroup.org/data/derivative_storage/AEG.csv'. [2025-10-09T00:02:27.904934] [WARN ] [REMOTE ] Historical data not found for symbol 'AEG' (404). [2025-10-09T00:02:27.905200] [FATAL] [sig ] AEG: No historical data fetched. [2025-10-09T00:02:27.905307] [WARN ] [sig ] [33/2211] Failed AEG after 0.0s | 5.48 sym/s | Total: 6.0s | ETA: 6.6m [2025-10-09T00:02:27.905393] [INFO ] [sig ] [34/2211] Forecasting AEM... [2025-10-09T00:02:27.905461] [INFO ] [sig ] Generating forecast for: AEM [2025-10-09T00:02:27.905530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEM' from 'https://tdm.silogroup.org/data/derivative_storage/AEM.csv'. [2025-10-09T00:02:27.915957] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AEM'. [2025-10-09T00:02:27.916354] [INFO ] [FORECASTER] Starting predict_future for AEM [2025-10-09T00:02:27.942804] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:27.943691] [DEBUG] [LOCAL ] No optimal features file found for AEM: ./output/feature-sets/AEM.txt [2025-10-09T00:02:27.943790] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:27.943866] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:27.943937] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:27.944049] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:27.962929] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:27.963703] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:27.963838] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:27.963913] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:28.003599] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:28.003809] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:28.003864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:28.003902] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:28.007807] [DEBUG] [FORECASTER] AEM: Forecast T+1@11:T+2@11: UP (p=97.19%) [2025-10-09T00:02:28.008116] [INFO ] [FORECASTER] Completed predict_future for AEM [2025-10-09T00:02:28.008264] [INFO ] [sig ] AEM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:28.152277] [INFO ] [LOCAL ] Saved forecast: AEM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AEM.txt [2025-10-09T00:02:28.152548] [WARN ] [sig ] [34/2211] Failed AEM after 0.2s | 5.43 sym/s | Total: 6.3s | ETA: 6.7m [2025-10-09T00:02:28.152626] [INFO ] [sig ] [35/2211] Forecasting AEO... [2025-10-09T00:02:28.152720] [INFO ] [sig ] Generating forecast for: AEO [2025-10-09T00:02:28.152792] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEO' from 'https://tdm.silogroup.org/data/derivative_storage/AEO.csv'. [2025-10-09T00:02:28.162905] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AEO'. [2025-10-09T00:02:28.163251] [INFO ] [FORECASTER] Starting predict_future for AEO [2025-10-09T00:02:28.189167] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:28.190107] [DEBUG] [LOCAL ] No optimal features file found for AEO: ./output/feature-sets/AEO.txt [2025-10-09T00:02:28.190190] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:28.190263] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:28.190333] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:28.190434] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:28.209580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:28.210385] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:28.210518] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:28.210604] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:28.249571] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:28.249762] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:28.249824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:28.249861] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:28.253437] [DEBUG] [FORECASTER] AEO: Forecast T+1@11:T+2@11: DOWN (p=15.51%) [2025-10-09T00:02:28.253790] [INFO ] [FORECASTER] Completed predict_future for AEO [2025-10-09T00:02:28.253955] [INFO ] [sig ] AEO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:28.400092] [INFO ] [LOCAL ] Saved forecast: AEO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AEO.txt [2025-10-09T00:02:28.400353] [WARN ] [sig ] [35/2211] Failed AEO after 0.2s | 5.37 sym/s | Total: 6.5s | ETA: 6.7m [2025-10-09T00:02:28.400435] [INFO ] [sig ] [36/2211] Forecasting AER... [2025-10-09T00:02:28.400507] [INFO ] [sig ] Generating forecast for: AER [2025-10-09T00:02:28.400582] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AER' from 'https://tdm.silogroup.org/data/derivative_storage/AER.csv'. [2025-10-09T00:02:28.411041] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AER'. [2025-10-09T00:02:28.411364] [INFO ] [FORECASTER] Starting predict_future for AER [2025-10-09T00:02:28.437257] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:28.438115] [DEBUG] [LOCAL ] No optimal features file found for AER: ./output/feature-sets/AER.txt [2025-10-09T00:02:28.438196] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:28.438271] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:28.438341] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:28.438443] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:28.456250] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:28.456950] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:28.457058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:28.457128] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:28.495345] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:28.495474] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:28.495516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:28.495550] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:28.498966] [DEBUG] [FORECASTER] AER: Forecast T+1@11:T+2@11: UP (p=74.10%) [2025-10-09T00:02:28.499326] [INFO ] [FORECASTER] Completed predict_future for AER [2025-10-09T00:02:28.499482] [INFO ] [sig ] AER: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:28.648030] [INFO ] [LOCAL ] Saved forecast: AER 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AER.txt [2025-10-09T00:02:28.648300] [WARN ] [sig ] [36/2211] Failed AER after 0.2s | 5.32 sym/s | Total: 6.8s | ETA: 6.8m [2025-10-09T00:02:28.648379] [INFO ] [sig ] [37/2211] Forecasting AES... [2025-10-09T00:02:28.648451] [INFO ] [sig ] Generating forecast for: AES [2025-10-09T00:02:28.648502] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AES' from 'https://tdm.silogroup.org/data/derivative_storage/AES.csv'. [2025-10-09T00:02:28.658627] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AES'. [2025-10-09T00:02:28.658991] [INFO ] [FORECASTER] Starting predict_future for AES [2025-10-09T00:02:28.691061] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:28.692065] [DEBUG] [LOCAL ] No optimal features file found for AES: ./output/feature-sets/AES.txt [2025-10-09T00:02:28.692150] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:28.692233] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:28.692308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:28.692409] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:28.711495] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:28.712432] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:28.712550] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:28.712622] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:28.750892] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:28.751062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:28.751108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:28.751143] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:28.754757] [DEBUG] [FORECASTER] AES: Forecast T+1@11:T+2@11: DOWN (p=32.55%) [2025-10-09T00:02:28.755062] [INFO ] [FORECASTER] Completed predict_future for AES [2025-10-09T00:02:28.755212] [INFO ] [sig ] AES: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:28.903753] [INFO ] [LOCAL ] Saved forecast: AES 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AES.txt [2025-10-09T00:02:28.904038] [WARN ] [sig ] [37/2211] Failed AES after 0.3s | 5.27 sym/s | Total: 7.0s | ETA: 6.9m [2025-10-09T00:02:28.904119] [INFO ] [sig ] [38/2211] Forecasting AESI... [2025-10-09T00:02:28.904194] [INFO ] [sig ] Generating forecast for: AESI [2025-10-09T00:02:28.904267] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AESI' from 'https://tdm.silogroup.org/data/derivative_storage/AESI.csv'. [2025-10-09T00:02:28.915624] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AESI'. [2025-10-09T00:02:28.915964] [INFO ] [FORECASTER] Starting predict_future for AESI [2025-10-09T00:02:28.942269] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:28.943090] [DEBUG] [LOCAL ] No optimal features file found for AESI: ./output/feature-sets/AESI.txt [2025-10-09T00:02:28.943171] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:28.943244] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:28.943315] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:28.943416] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:28.962300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:28.963013] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:28.963123] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:28.963195] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:29.000026] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:29.000141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:29.000183] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:29.000217] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:29.003516] [DEBUG] [FORECASTER] AESI: Forecast T+1@11:T+2@11: DOWN (p=28.00%) [2025-10-09T00:02:29.003859] [INFO ] [FORECASTER] Completed predict_future for AESI [2025-10-09T00:02:29.004029] [INFO ] [sig ] AESI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:29.147135] [INFO ] [LOCAL ] Saved forecast: AESI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AESI.txt [2025-10-09T00:02:29.147383] [WARN ] [sig ] [38/2211] Failed AESI after 0.2s | 5.23 sym/s | Total: 7.3s | ETA: 6.9m [2025-10-09T00:02:29.147462] [INFO ] [sig ] [39/2211] Forecasting AFB... [2025-10-09T00:02:29.147533] [INFO ] [sig ] Generating forecast for: AFB [2025-10-09T00:02:29.147605] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFB' from 'https://tdm.silogroup.org/data/derivative_storage/AFB.csv'. [2025-10-09T00:02:29.157446] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AFB'. [2025-10-09T00:02:29.157780] [INFO ] [FORECASTER] Starting predict_future for AFB [2025-10-09T00:02:29.183433] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:29.184251] [DEBUG] [LOCAL ] No optimal features file found for AFB: ./output/feature-sets/AFB.txt [2025-10-09T00:02:29.184330] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:29.184401] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:29.184470] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:29.184570] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:29.202399] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:29.203033] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:29.203140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:29.203210] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:29.239403] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:29.239530] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:29.239573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:29.239607] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:29.242956] [DEBUG] [FORECASTER] AFB: Forecast T+1@11:T+2@11: UP (p=99.43%) [2025-10-09T00:02:29.243247] [INFO ] [FORECASTER] Completed predict_future for AFB [2025-10-09T00:02:29.243392] [INFO ] [sig ] AFB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:29.385752] [INFO ] [LOCAL ] Saved forecast: AFB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AFB.txt [2025-10-09T00:02:29.386010] [WARN ] [sig ] [39/2211] Failed AFB after 0.2s | 5.20 sym/s | Total: 7.5s | ETA: 7.0m [2025-10-09T00:02:29.386088] [INFO ] [sig ] [40/2211] Forecasting AFG... [2025-10-09T00:02:29.386157] [INFO ] [sig ] Generating forecast for: AFG [2025-10-09T00:02:29.386229] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFG' from 'https://tdm.silogroup.org/data/derivative_storage/AFG.csv'. [2025-10-09T00:02:29.396581] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AFG'. [2025-10-09T00:02:29.396924] [INFO ] [FORECASTER] Starting predict_future for AFG [2025-10-09T00:02:29.422480] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:29.423278] [DEBUG] [LOCAL ] No optimal features file found for AFG: ./output/feature-sets/AFG.txt [2025-10-09T00:02:29.423359] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:29.423433] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:29.423500] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:29.423599] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:29.446024] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:29.447162] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:29.447274] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:29.447346] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:29.487941] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:29.488079] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:29.488122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:29.488156] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:29.491607] [DEBUG] [FORECASTER] AFG: Forecast T+1@11:T+2@11: UP (p=88.32%) [2025-10-09T00:02:29.491927] [INFO ] [FORECASTER] Completed predict_future for AFG [2025-10-09T00:02:29.492078] [INFO ] [sig ] AFG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:29.636554] [INFO ] [LOCAL ] Saved forecast: AFG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AFG.txt [2025-10-09T00:02:29.636849] [WARN ] [sig ] [40/2211] Failed AFG after 0.3s | 5.16 sym/s | Total: 7.7s | ETA: 7.0m [2025-10-09T00:02:29.636928] [INFO ] [sig ] [41/2211] Forecasting AFGB... [2025-10-09T00:02:29.637049] [INFO ] [sig ] Generating forecast for: AFGB [2025-10-09T00:02:29.637135] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGB' from 'https://tdm.silogroup.org/data/derivative_storage/AFGB.csv'. [2025-10-09T00:02:29.648048] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'AFGB'. [2025-10-09T00:02:29.648406] [INFO ] [FORECASTER] Starting predict_future for AFGB [2025-10-09T00:02:29.675127] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:29.676093] [DEBUG] [LOCAL ] No optimal features file found for AFGB: ./output/feature-sets/AFGB.txt [2025-10-09T00:02:29.676183] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:29.676267] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:29.676319] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:29.676409] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:29.696299] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:29.697120] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:29.697234] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:29.697307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:29.733967] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:29.734121] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:29.734167] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:29.734201] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:29.737673] [DEBUG] [FORECASTER] AFGB: Forecast T+1@11:T+2@11: UP (p=55.80%) [2025-10-09T00:02:29.737993] [INFO ] [FORECASTER] Completed predict_future for AFGB [2025-10-09T00:02:29.738150] [INFO ] [sig ] AFGB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:29.880198] [INFO ] [LOCAL ] Saved forecast: AFGB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AFGB.txt [2025-10-09T00:02:29.880455] [WARN ] [sig ] [41/2211] Failed AFGB after 0.2s | 5.13 sym/s | Total: 8.0s | ETA: 7.1m [2025-10-09T00:02:29.880533] [INFO ] [sig ] [42/2211] Forecasting AFGC... [2025-10-09T00:02:29.880605] [INFO ] [sig ] Generating forecast for: AFGC [2025-10-09T00:02:29.880700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGC' from 'https://tdm.silogroup.org/data/derivative_storage/AFGC.csv'. [2025-10-09T00:02:29.890779] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AFGC'. [2025-10-09T00:02:29.891154] [INFO ] [FORECASTER] Starting predict_future for AFGC [2025-10-09T00:02:29.916823] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:29.917676] [DEBUG] [LOCAL ] No optimal features file found for AFGC: ./output/feature-sets/AFGC.txt [2025-10-09T00:02:29.917756] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:29.917829] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:29.917896] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:29.917996] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:29.935829] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:29.936447] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:29.936555] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:29.936624] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:29.974290] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:29.974439] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:29.974483] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:29.974517] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:29.977970] [DEBUG] [FORECASTER] AFGC: Forecast T+1@11:T+2@11: UP (p=87.19%) [2025-10-09T00:02:29.978277] [INFO ] [FORECASTER] Completed predict_future for AFGC [2025-10-09T00:02:29.978424] [INFO ] [sig ] AFGC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:30.120343] [INFO ] [LOCAL ] Saved forecast: AFGC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AFGC.txt [2025-10-09T00:02:30.120613] [WARN ] [sig ] [42/2211] Failed AFGC after 0.2s | 5.10 sym/s | Total: 8.2s | ETA: 7.1m [2025-10-09T00:02:30.120718] [INFO ] [sig ] [43/2211] Forecasting AFGD... [2025-10-09T00:02:30.120789] [INFO ] [sig ] Generating forecast for: AFGD [2025-10-09T00:02:30.120860] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGD' from 'https://tdm.silogroup.org/data/derivative_storage/AFGD.csv'. [2025-10-09T00:02:30.130381] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AFGD'. [2025-10-09T00:02:30.130793] [INFO ] [FORECASTER] Starting predict_future for AFGD [2025-10-09T00:02:30.157337] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:30.158203] [DEBUG] [LOCAL ] No optimal features file found for AFGD: ./output/feature-sets/AFGD.txt [2025-10-09T00:02:30.158286] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:30.158362] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:30.158434] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:30.158534] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:30.177248] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:30.178008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:30.178138] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:30.178211] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:30.220573] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:30.220835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:30.220922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:30.220982] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:30.226069] [DEBUG] [FORECASTER] AFGD: Forecast T+1@11:T+2@11: DOWN (p=10.23%) [2025-10-09T00:02:30.226440] [INFO ] [FORECASTER] Completed predict_future for AFGD [2025-10-09T00:02:30.226596] [INFO ] [sig ] AFGD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:30.374412] [INFO ] [LOCAL ] Saved forecast: AFGD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AFGD.txt [2025-10-09T00:02:30.374719] [WARN ] [sig ] [43/2211] Failed AFGD after 0.3s | 5.07 sym/s | Total: 8.5s | ETA: 7.1m [2025-10-09T00:02:30.374803] [INFO ] [sig ] [44/2211] Forecasting AFGE... [2025-10-09T00:02:30.374874] [INFO ] [sig ] Generating forecast for: AFGE [2025-10-09T00:02:30.374946] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGE' from 'https://tdm.silogroup.org/data/derivative_storage/AFGE.csv'. [2025-10-09T00:02:30.386610] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'AFGE'. [2025-10-09T00:02:30.387077] [INFO ] [FORECASTER] Starting predict_future for AFGE [2025-10-09T00:02:30.415810] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:30.416766] [DEBUG] [LOCAL ] No optimal features file found for AFGE: ./output/feature-sets/AFGE.txt [2025-10-09T00:02:30.416847] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:30.416920] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:30.416990] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:30.417096] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:30.434686] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:30.435458] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:30.435585] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:30.435678] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:30.472515] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:30.472612] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:30.472684] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:30.472743] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:30.475937] [DEBUG] [FORECASTER] AFGE: Forecast T+1@11:T+2@11: DOWN (p=39.68%) [2025-10-09T00:02:30.476221] [INFO ] [FORECASTER] Completed predict_future for AFGE [2025-10-09T00:02:30.476366] [INFO ] [sig ] AFGE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:30.616311] [INFO ] [LOCAL ] Saved forecast: AFGE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AFGE.txt [2025-10-09T00:02:30.616574] [WARN ] [sig ] [44/2211] Failed AFGE after 0.2s | 5.04 sym/s | Total: 8.7s | ETA: 7.2m [2025-10-09T00:02:30.616675] [INFO ] [sig ] [45/2211] Forecasting AFL... [2025-10-09T00:02:30.616747] [INFO ] [sig ] Generating forecast for: AFL [2025-10-09T00:02:30.616819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFL' from 'https://tdm.silogroup.org/data/derivative_storage/AFL.csv'. [2025-10-09T00:02:30.627626] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AFL'. [2025-10-09T00:02:30.627986] [INFO ] [FORECASTER] Starting predict_future for AFL [2025-10-09T00:02:30.653447] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:30.654222] [DEBUG] [LOCAL ] No optimal features file found for AFL: ./output/feature-sets/AFL.txt [2025-10-09T00:02:30.654301] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:30.654373] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:30.654440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:30.654539] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:30.672042] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:30.672630] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:30.672889] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:30.672959] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:30.708440] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:30.708549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:30.708590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:30.708624] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:30.711911] [DEBUG] [FORECASTER] AFL: Forecast T+1@11:T+2@11: UP (p=57.86%) [2025-10-09T00:02:30.712199] [INFO ] [FORECASTER] Completed predict_future for AFL [2025-10-09T00:02:30.712357] [INFO ] [sig ] AFL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:30.852052] [INFO ] [LOCAL ] Saved forecast: AFL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AFL.txt [2025-10-09T00:02:30.852297] [WARN ] [sig ] [45/2211] Failed AFL after 0.2s | 5.02 sym/s | Total: 9.0s | ETA: 7.2m [2025-10-09T00:02:30.852373] [INFO ] [sig ] [46/2211] Forecasting AG... [2025-10-09T00:02:30.852441] [INFO ] [sig ] Generating forecast for: AG [2025-10-09T00:02:30.852514] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AG' from 'https://tdm.silogroup.org/data/derivative_storage/AG.csv'. [2025-10-09T00:02:30.862426] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AG'. [2025-10-09T00:02:30.862760] [INFO ] [FORECASTER] Starting predict_future for AG [2025-10-09T00:02:30.888265] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:30.889099] [DEBUG] [LOCAL ] No optimal features file found for AG: ./output/feature-sets/AG.txt [2025-10-09T00:02:30.889202] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:30.889298] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:30.889367] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:30.889466] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:30.907173] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:30.907801] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:30.907906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:30.907976] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:30.945418] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:30.945531] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:30.945573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:30.945607] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:30.948877] [DEBUG] [FORECASTER] AG: Forecast T+1@11:T+2@11: DOWN (p=35.19%) [2025-10-09T00:02:30.949163] [INFO ] [FORECASTER] Completed predict_future for AG [2025-10-09T00:02:30.949341] [INFO ] [sig ] AG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:31.097898] [INFO ] [LOCAL ] Saved forecast: AG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AG.txt [2025-10-09T00:02:31.098330] [WARN ] [sig ] [46/2211] Failed AG after 0.2s | 4.99 sym/s | Total: 9.2s | ETA: 7.2m [2025-10-09T00:02:31.098412] [INFO ] [sig ] [47/2211] Forecasting AGCO... [2025-10-09T00:02:31.098482] [INFO ] [sig ] Generating forecast for: AGCO [2025-10-09T00:02:31.098554] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGCO' from 'https://tdm.silogroup.org/data/derivative_storage/AGCO.csv'. [2025-10-09T00:02:31.111004] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AGCO'. [2025-10-09T00:02:31.111354] [INFO ] [FORECASTER] Starting predict_future for AGCO [2025-10-09T00:02:31.137531] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:31.138306] [DEBUG] [LOCAL ] No optimal features file found for AGCO: ./output/feature-sets/AGCO.txt [2025-10-09T00:02:31.138383] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:31.138455] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:31.138522] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:31.138626] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:31.156094] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:31.156783] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:31.156891] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:31.156959] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:31.192832] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:31.192944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:31.192985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:31.193017] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:31.196262] [DEBUG] [FORECASTER] AGCO: Forecast T+1@11:T+2@11: UP (p=93.97%) [2025-10-09T00:02:31.196581] [INFO ] [FORECASTER] Completed predict_future for AGCO [2025-10-09T00:02:31.196768] [INFO ] [sig ] AGCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:31.344988] [INFO ] [LOCAL ] Saved forecast: AGCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AGCO.txt [2025-10-09T00:02:31.345340] [WARN ] [sig ] [47/2211] Failed AGCO after 0.2s | 4.97 sym/s | Total: 9.5s | ETA: 7.3m [2025-10-09T00:02:31.345423] [INFO ] [sig ] [48/2211] Forecasting AGD... [2025-10-09T00:02:31.345496] [INFO ] [sig ] Generating forecast for: AGD [2025-10-09T00:02:31.345577] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGD' from 'https://tdm.silogroup.org/data/derivative_storage/AGD.csv'. [2025-10-09T00:02:31.356321] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AGD'. [2025-10-09T00:02:31.356703] [INFO ] [FORECASTER] Starting predict_future for AGD [2025-10-09T00:02:31.387207] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:31.388255] [DEBUG] [LOCAL ] No optimal features file found for AGD: ./output/feature-sets/AGD.txt [2025-10-09T00:02:31.388338] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:31.388412] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:31.388482] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:31.388583] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:31.410893] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:31.411791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:31.411933] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:31.412009] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:31.454363] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:31.454543] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:31.454599] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:31.454692] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:31.458930] [DEBUG] [FORECASTER] AGD: Forecast T+1@11:T+2@11: UP (p=87.06%) [2025-10-09T00:02:31.459371] [INFO ] [FORECASTER] Completed predict_future for AGD [2025-10-09T00:02:31.459605] [INFO ] [sig ] AGD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:31.632573] [INFO ] [LOCAL ] Saved forecast: AGD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AGD.txt [2025-10-09T00:02:31.632875] [WARN ] [sig ] [48/2211] Failed AGD after 0.3s | 4.93 sym/s | Total: 9.7s | ETA: 7.3m [2025-10-09T00:02:31.632957] [INFO ] [sig ] [49/2211] Forecasting AGI... [2025-10-09T00:02:31.633029] [INFO ] [sig ] Generating forecast for: AGI [2025-10-09T00:02:31.633101] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGI' from 'https://tdm.silogroup.org/data/derivative_storage/AGI.csv'. [2025-10-09T00:02:31.643039] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AGI'. [2025-10-09T00:02:31.643424] [INFO ] [FORECASTER] Starting predict_future for AGI [2025-10-09T00:02:31.669373] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:31.670251] [DEBUG] [LOCAL ] No optimal features file found for AGI: ./output/feature-sets/AGI.txt [2025-10-09T00:02:31.670331] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:31.670404] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:31.670474] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:31.670576] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:31.688412] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:31.689089] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:31.689205] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:31.689294] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:31.726579] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:31.726756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:31.726819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:31.726857] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:31.732624] [DEBUG] [FORECASTER] AGI: Forecast T+1@11:T+2@11: UP (p=88.27%) [2025-10-09T00:02:31.733093] [INFO ] [FORECASTER] Completed predict_future for AGI [2025-10-09T00:02:31.733259] [INFO ] [sig ] AGI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:31.883956] [INFO ] [LOCAL ] Saved forecast: AGI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AGI.txt [2025-10-09T00:02:31.884263] [WARN ] [sig ] [49/2211] Failed AGI after 0.3s | 4.90 sym/s | Total: 10.0s | ETA: 7.4m [2025-10-09T00:02:31.884532] [INFO ] [sig ] [50/2211] Forecasting AGL... [2025-10-09T00:02:31.884602] [INFO ] [sig ] Generating forecast for: AGL [2025-10-09T00:02:31.884696] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGL' from 'https://tdm.silogroup.org/data/derivative_storage/AGL.csv'. [2025-10-09T00:02:31.897187] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AGL'. [2025-10-09T00:02:31.897575] [INFO ] [FORECASTER] Starting predict_future for AGL [2025-10-09T00:02:31.924241] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:31.925105] [DEBUG] [LOCAL ] No optimal features file found for AGL: ./output/feature-sets/AGL.txt [2025-10-09T00:02:31.925199] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:31.925271] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:31.925339] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:31.925438] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:31.943785] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:31.944441] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:31.944555] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:31.944626] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:31.985133] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:31.985287] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:31.985331] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:31.985365] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:31.988871] [DEBUG] [FORECASTER] AGL: Forecast T+1@11:T+2@11: UP (p=99.78%) [2025-10-09T00:02:31.989173] [INFO ] [FORECASTER] Completed predict_future for AGL [2025-10-09T00:02:31.989361] [INFO ] [sig ] AGL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:32.135949] [INFO ] [LOCAL ] Saved forecast: AGL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AGL.txt [2025-10-09T00:02:32.136240] [WARN ] [sig ] [50/2211] Failed AGL after 0.3s | 4.88 sym/s | Total: 10.2s | ETA: 7.4m [2025-10-09T00:02:32.136319] [INFO ] [sig ] [51/2211] Forecasting AGM... [2025-10-09T00:02:32.136390] [INFO ] [sig ] Generating forecast for: AGM [2025-10-09T00:02:32.136461] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGM' from 'https://tdm.silogroup.org/data/derivative_storage/AGM.csv'. [2025-10-09T00:02:32.146437] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AGM'. [2025-10-09T00:02:32.146851] [INFO ] [FORECASTER] Starting predict_future for AGM [2025-10-09T00:02:32.173085] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:32.173924] [DEBUG] [LOCAL ] No optimal features file found for AGM: ./output/feature-sets/AGM.txt [2025-10-09T00:02:32.174002] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:32.174077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:32.174146] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:32.174245] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:32.191731] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:32.192356] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:32.192469] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:32.192555] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:32.227843] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:32.228002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:32.228047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:32.228081] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:32.231929] [DEBUG] [FORECASTER] AGM: Forecast T+1@11:T+2@11: UP (p=98.71%) [2025-10-09T00:02:32.232228] [INFO ] [FORECASTER] Completed predict_future for AGM [2025-10-09T00:02:32.232376] [INFO ] [sig ] AGM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:32.377485] [INFO ] [LOCAL ] Saved forecast: AGM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AGM.txt [2025-10-09T00:02:32.377870] [WARN ] [sig ] [51/2211] Failed AGM after 0.2s | 4.86 sym/s | Total: 10.5s | ETA: 7.4m [2025-10-09T00:02:32.377956] [INFO ] [sig ] [52/2211] Forecasting AGO... [2025-10-09T00:02:32.378031] [INFO ] [sig ] Generating forecast for: AGO [2025-10-09T00:02:32.378083] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGO' from 'https://tdm.silogroup.org/data/derivative_storage/AGO.csv'. [2025-10-09T00:02:32.388934] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AGO'. [2025-10-09T00:02:32.389493] [INFO ] [FORECASTER] Starting predict_future for AGO [2025-10-09T00:02:32.415799] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:32.416702] [DEBUG] [LOCAL ] No optimal features file found for AGO: ./output/feature-sets/AGO.txt [2025-10-09T00:02:32.416784] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:32.416859] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:32.416929] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:32.417031] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:32.436013] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:32.437251] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:32.437387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:32.437462] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:32.476773] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:32.477002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:32.477057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:32.477094] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:32.481259] [DEBUG] [FORECASTER] AGO: Forecast T+1@11:T+2@11: UP (p=74.46%) [2025-10-09T00:02:32.481952] [INFO ] [FORECASTER] Completed predict_future for AGO [2025-10-09T00:02:32.482173] [INFO ] [sig ] AGO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:32.632423] [INFO ] [LOCAL ] Saved forecast: AGO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AGO.txt [2025-10-09T00:02:32.632785] [WARN ] [sig ] [52/2211] Failed AGO after 0.3s | 4.84 sym/s | Total: 10.7s | ETA: 7.4m [2025-10-09T00:02:32.632869] [INFO ] [sig ] [53/2211] Forecasting AGRO... [2025-10-09T00:02:32.632940] [INFO ] [sig ] Generating forecast for: AGRO [2025-10-09T00:02:32.633014] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGRO' from 'https://tdm.silogroup.org/data/derivative_storage/AGRO.csv'. [2025-10-09T00:02:32.638566] [WARN ] [REMOTE ] Historical data not found for symbol 'AGRO' (404). [2025-10-09T00:02:32.638897] [FATAL] [sig ] AGRO: No historical data fetched. [2025-10-09T00:02:32.638997] [WARN ] [sig ] [53/2211] Failed AGRO after 0.0s | 4.93 sym/s | Total: 10.8s | ETA: 7.3m [2025-10-09T00:02:32.639072] [INFO ] [sig ] [54/2211] Forecasting AGX... [2025-10-09T00:02:32.639143] [INFO ] [sig ] Generating forecast for: AGX [2025-10-09T00:02:32.639273] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGX' from 'https://tdm.silogroup.org/data/derivative_storage/AGX.csv'. [2025-10-09T00:02:32.650133] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AGX'. [2025-10-09T00:02:32.650570] [INFO ] [FORECASTER] Starting predict_future for AGX [2025-10-09T00:02:32.676302] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:32.677232] [DEBUG] [LOCAL ] No optimal features file found for AGX: ./output/feature-sets/AGX.txt [2025-10-09T00:02:32.677314] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:32.677397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:32.677482] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:32.677597] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:32.695109] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:32.695925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:32.696040] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:32.696126] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:32.731558] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:32.731795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:32.731860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:32.731895] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:32.735970] [DEBUG] [FORECASTER] AGX: Forecast T+1@11:T+2@11: UP (p=95.14%) [2025-10-09T00:02:32.736297] [INFO ] [FORECASTER] Completed predict_future for AGX [2025-10-09T00:02:32.736444] [INFO ] [sig ] AGX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:32.878340] [INFO ] [LOCAL ] Saved forecast: AGX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AGX.txt [2025-10-09T00:02:32.878635] [WARN ] [sig ] [54/2211] Failed AGX after 0.2s | 4.91 sym/s | Total: 11.0s | ETA: 7.3m [2025-10-09T00:02:32.878738] [INFO ] [sig ] [55/2211] Forecasting AHH... [2025-10-09T00:02:32.878821] [INFO ] [sig ] Generating forecast for: AHH [2025-10-09T00:02:32.878906] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AHH' from 'https://tdm.silogroup.org/data/derivative_storage/AHH.csv'. [2025-10-09T00:02:32.888507] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AHH'. [2025-10-09T00:02:32.888875] [INFO ] [FORECASTER] Starting predict_future for AHH [2025-10-09T00:02:32.914481] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:32.915314] [DEBUG] [LOCAL ] No optimal features file found for AHH: ./output/feature-sets/AHH.txt [2025-10-09T00:02:32.915394] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:32.915480] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:32.915562] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:32.915712] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:32.933386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:32.934224] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:32.934339] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:32.934421] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:32.972334] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:32.972532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:32.972581] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:32.972615] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:32.976354] [DEBUG] [FORECASTER] AHH: Forecast T+1@11:T+2@11: DOWN (p=15.25%) [2025-10-09T00:02:32.976700] [INFO ] [FORECASTER] Completed predict_future for AHH [2025-10-09T00:02:32.976859] [INFO ] [sig ] AHH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:33.118206] [INFO ] [LOCAL ] Saved forecast: AHH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AHH.txt [2025-10-09T00:02:33.118455] [WARN ] [sig ] [55/2211] Failed AHH after 0.2s | 4.90 sym/s | Total: 11.2s | ETA: 7.3m [2025-10-09T00:02:33.118533] [INFO ] [sig ] [56/2211] Forecasting AHR... [2025-10-09T00:02:33.118581] [INFO ] [sig ] Generating forecast for: AHR [2025-10-09T00:02:33.118622] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AHR' from 'https://tdm.silogroup.org/data/derivative_storage/AHR.csv'. [2025-10-09T00:02:33.128477] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'AHR'. [2025-10-09T00:02:33.128845] [INFO ] [FORECASTER] Starting predict_future for AHR [2025-10-09T00:02:33.154627] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:33.155412] [DEBUG] [LOCAL ] No optimal features file found for AHR: ./output/feature-sets/AHR.txt [2025-10-09T00:02:33.155491] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:33.155579] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:33.155696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:33.155816] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:33.173481] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:33.174128] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:33.174238] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:33.174318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:33.213262] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:33.213416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:33.213460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:33.213495] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:33.216971] [DEBUG] [FORECASTER] AHR: Forecast T+1@11:T+2@11: UP (p=88.03%) [2025-10-09T00:02:33.217271] [INFO ] [FORECASTER] Completed predict_future for AHR [2025-10-09T00:02:33.217408] [INFO ] [sig ] AHR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:33.358216] [INFO ] [LOCAL ] Saved forecast: AHR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AHR.txt [2025-10-09T00:02:33.358557] [WARN ] [sig ] [56/2211] Failed AHR after 0.2s | 4.88 sym/s | Total: 11.5s | ETA: 7.4m [2025-10-09T00:02:33.358711] [INFO ] [sig ] [57/2211] Forecasting AHT... [2025-10-09T00:02:33.358807] [INFO ] [sig ] Generating forecast for: AHT [2025-10-09T00:02:33.358894] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AHT' from 'https://tdm.silogroup.org/data/derivative_storage/AHT.csv'. [2025-10-09T00:02:33.374520] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AHT'. [2025-10-09T00:02:33.375111] [INFO ] [FORECASTER] Starting predict_future for AHT [2025-10-09T00:02:33.403444] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:33.404384] [DEBUG] [LOCAL ] No optimal features file found for AHT: ./output/feature-sets/AHT.txt [2025-10-09T00:02:33.404468] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:33.404544] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:33.404613] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:33.404735] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:33.426621] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:33.427385] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:33.427508] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:33.427618] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:33.468466] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:33.468697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:33.468769] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:33.468807] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:33.473709] [DEBUG] [FORECASTER] AHT: Forecast T+1@11:T+2@11: DOWN (p=1.24%) [2025-10-09T00:02:33.474065] [INFO ] [FORECASTER] Completed predict_future for AHT [2025-10-09T00:02:33.474233] [INFO ] [sig ] AHT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:33.637517] [INFO ] [LOCAL ] Saved forecast: AHT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AHT.txt [2025-10-09T00:02:33.637859] [WARN ] [sig ] [57/2211] Failed AHT after 0.3s | 4.85 sym/s | Total: 11.8s | ETA: 7.4m [2025-10-09T00:02:33.637956] [INFO ] [sig ] [58/2211] Forecasting AI... [2025-10-09T00:02:33.638030] [INFO ] [sig ] Generating forecast for: AI [2025-10-09T00:02:33.638119] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AI' from 'https://tdm.silogroup.org/data/derivative_storage/AI.csv'. [2025-10-09T00:02:33.649889] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AI'. [2025-10-09T00:02:33.650300] [INFO ] [FORECASTER] Starting predict_future for AI [2025-10-09T00:02:33.679314] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:33.680371] [DEBUG] [LOCAL ] No optimal features file found for AI: ./output/feature-sets/AI.txt [2025-10-09T00:02:33.680455] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:33.680529] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:33.680598] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:33.680761] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:33.703257] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:33.704174] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:33.704292] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:33.704380] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:33.743498] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:33.743698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:33.743765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:33.743802] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:33.748024] [DEBUG] [FORECASTER] AI: Forecast T+1@11:T+2@11: DOWN (p=1.20%) [2025-10-09T00:02:33.748472] [INFO ] [FORECASTER] Completed predict_future for AI [2025-10-09T00:02:33.748667] [INFO ] [sig ] AI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:33.894514] [INFO ] [LOCAL ] Saved forecast: AI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AI.txt [2025-10-09T00:02:33.894816] [WARN ] [sig ] [58/2211] Failed AI after 0.3s | 4.83 sym/s | Total: 12.0s | ETA: 7.4m [2025-10-09T00:02:33.894900] [INFO ] [sig ] [59/2211] Forecasting AIG... [2025-10-09T00:02:33.894974] [INFO ] [sig ] Generating forecast for: AIG [2025-10-09T00:02:33.895048] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIG' from 'https://tdm.silogroup.org/data/derivative_storage/AIG.csv'. [2025-10-09T00:02:33.905525] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIG'. [2025-10-09T00:02:33.905898] [INFO ] [FORECASTER] Starting predict_future for AIG [2025-10-09T00:02:33.931401] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:33.932226] [DEBUG] [LOCAL ] No optimal features file found for AIG: ./output/feature-sets/AIG.txt [2025-10-09T00:02:33.932305] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:33.932407] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:33.932490] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:33.932617] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:33.950102] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:33.950846] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:33.950960] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:33.951045] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:33.989312] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:33.989480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:33.989526] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:33.989560] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:33.993165] [DEBUG] [FORECASTER] AIG: Forecast T+1@11:T+2@11: DOWN (p=6.74%) [2025-10-09T00:02:33.993465] [INFO ] [FORECASTER] Completed predict_future for AIG [2025-10-09T00:02:33.993617] [INFO ] [sig ] AIG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:34.136694] [INFO ] [LOCAL ] Saved forecast: AIG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AIG.txt [2025-10-09T00:02:34.137057] [WARN ] [sig ] [59/2211] Failed AIG after 0.2s | 4.82 sym/s | Total: 12.2s | ETA: 7.4m [2025-10-09T00:02:34.137142] [INFO ] [sig ] [60/2211] Forecasting AIN... [2025-10-09T00:02:34.137228] [INFO ] [sig ] Generating forecast for: AIN [2025-10-09T00:02:34.137314] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIN' from 'https://tdm.silogroup.org/data/derivative_storage/AIN.csv'. [2025-10-09T00:02:34.148295] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIN'. [2025-10-09T00:02:34.148754] [INFO ] [FORECASTER] Starting predict_future for AIN [2025-10-09T00:02:34.174793] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:34.175692] [DEBUG] [LOCAL ] No optimal features file found for AIN: ./output/feature-sets/AIN.txt [2025-10-09T00:02:34.175775] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:34.175827] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:34.175905] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:34.176040] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:34.193628] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:34.194503] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:34.194624] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:34.194739] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:34.232237] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:34.232520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:34.232588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:34.232626] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:34.236402] [DEBUG] [FORECASTER] AIN: Forecast T+1@11:T+2@11: DOWN (p=1.21%) [2025-10-09T00:02:34.236781] [INFO ] [FORECASTER] Completed predict_future for AIN [2025-10-09T00:02:34.236952] [INFO ] [sig ] AIN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:34.382617] [INFO ] [LOCAL ] Saved forecast: AIN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AIN.txt [2025-10-09T00:02:34.382963] [WARN ] [sig ] [60/2211] Failed AIN after 0.2s | 4.80 sym/s | Total: 12.5s | ETA: 7.5m [2025-10-09T00:02:34.383044] [INFO ] [sig ] [61/2211] Forecasting AIO... [2025-10-09T00:02:34.383116] [INFO ] [sig ] Generating forecast for: AIO [2025-10-09T00:02:34.383189] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIO' from 'https://tdm.silogroup.org/data/derivative_storage/AIO.csv'. [2025-10-09T00:02:34.393924] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIO'. [2025-10-09T00:02:34.394338] [INFO ] [FORECASTER] Starting predict_future for AIO [2025-10-09T00:02:34.421440] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:34.422330] [DEBUG] [LOCAL ] No optimal features file found for AIO: ./output/feature-sets/AIO.txt [2025-10-09T00:02:34.422608] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:34.422727] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:34.422813] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:34.422926] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:34.442255] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:34.443150] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:34.443267] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:34.443354] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:34.480912] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:34.481130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:34.481179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:34.481214] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:34.484998] [DEBUG] [FORECASTER] AIO: Forecast T+1@11:T+2@11: UP (p=75.53%) [2025-10-09T00:02:34.485305] [INFO ] [FORECASTER] Completed predict_future for AIO [2025-10-09T00:02:34.485456] [INFO ] [sig ] AIO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:34.627814] [INFO ] [LOCAL ] Saved forecast: AIO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AIO.txt [2025-10-09T00:02:34.628105] [WARN ] [sig ] [61/2211] Failed AIO after 0.2s | 4.79 sym/s | Total: 12.7s | ETA: 7.5m [2025-10-09T00:02:34.628188] [INFO ] [sig ] [62/2211] Forecasting AIR... [2025-10-09T00:02:34.628343] [INFO ] [sig ] Generating forecast for: AIR [2025-10-09T00:02:34.628415] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIR' from 'https://tdm.silogroup.org/data/derivative_storage/AIR.csv'. [2025-10-09T00:02:34.640135] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIR'. [2025-10-09T00:02:34.640612] [INFO ] [FORECASTER] Starting predict_future for AIR [2025-10-09T00:02:34.667341] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:34.668265] [DEBUG] [LOCAL ] No optimal features file found for AIR: ./output/feature-sets/AIR.txt [2025-10-09T00:02:34.668347] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:34.668422] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:34.668492] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:34.668595] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:34.687117] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:34.688113] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:34.688241] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:34.688314] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:34.727972] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:34.728165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:34.728213] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:34.728248] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:34.732043] [DEBUG] [FORECASTER] AIR: Forecast T+1@11:T+2@11: DOWN (p=1.15%) [2025-10-09T00:02:34.732362] [INFO ] [FORECASTER] Completed predict_future for AIR [2025-10-09T00:02:34.732538] [INFO ] [sig ] AIR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:34.876610] [INFO ] [LOCAL ] Saved forecast: AIR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AIR.txt [2025-10-09T00:02:34.876923] [WARN ] [sig ] [62/2211] Failed AIR after 0.2s | 4.77 sym/s | Total: 13.0s | ETA: 7.5m [2025-10-09T00:02:34.877003] [INFO ] [sig ] [63/2211] Forecasting AIT... [2025-10-09T00:02:34.877074] [INFO ] [sig ] Generating forecast for: AIT [2025-10-09T00:02:34.877152] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIT' from 'https://tdm.silogroup.org/data/derivative_storage/AIT.csv'. [2025-10-09T00:02:34.887617] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIT'. [2025-10-09T00:02:34.887961] [INFO ] [FORECASTER] Starting predict_future for AIT [2025-10-09T00:02:34.914364] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:34.915307] [DEBUG] [LOCAL ] No optimal features file found for AIT: ./output/feature-sets/AIT.txt [2025-10-09T00:02:34.915388] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:34.915463] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:34.915533] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:34.915633] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:34.933726] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:34.934336] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:34.934447] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:34.934518] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:34.970057] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:34.970216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:34.970262] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:34.970297] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:34.973896] [DEBUG] [FORECASTER] AIT: Forecast T+1@11:T+2@11: DOWN (p=46.15%) [2025-10-09T00:02:34.974206] [INFO ] [FORECASTER] Completed predict_future for AIT [2025-10-09T00:02:34.974357] [INFO ] [sig ] AIT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:35.118336] [INFO ] [LOCAL ] Saved forecast: AIT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AIT.txt [2025-10-09T00:02:35.118631] [WARN ] [sig ] [63/2211] Failed AIT after 0.2s | 4.76 sym/s | Total: 13.2s | ETA: 7.5m [2025-10-09T00:02:35.118733] [INFO ] [sig ] [64/2211] Forecasting AIV... [2025-10-09T00:02:35.118803] [INFO ] [sig ] Generating forecast for: AIV [2025-10-09T00:02:35.118875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIV' from 'https://tdm.silogroup.org/data/derivative_storage/AIV.csv'. [2025-10-09T00:02:35.129980] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIV'. [2025-10-09T00:02:35.130420] [INFO ] [FORECASTER] Starting predict_future for AIV [2025-10-09T00:02:35.156249] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:35.157284] [DEBUG] [LOCAL ] No optimal features file found for AIV: ./output/feature-sets/AIV.txt [2025-10-09T00:02:35.157376] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:35.157463] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:35.157540] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:35.157665] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:35.177387] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:35.178154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:35.178268] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:35.178341] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:35.217887] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:35.218061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:35.218107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:35.218146] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:35.222017] [DEBUG] [FORECASTER] AIV: Forecast T+1@11:T+2@11: DOWN (p=26.81%) [2025-10-09T00:02:35.222326] [INFO ] [FORECASTER] Completed predict_future for AIV [2025-10-09T00:02:35.222472] [INFO ] [sig ] AIV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:35.372617] [INFO ] [LOCAL ] Saved forecast: AIV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AIV.txt [2025-10-09T00:02:35.372919] [WARN ] [sig ] [64/2211] Failed AIV after 0.3s | 4.75 sym/s | Total: 13.5s | ETA: 7.5m [2025-10-09T00:02:35.372999] [INFO ] [sig ] [65/2211] Forecasting AIZ... [2025-10-09T00:02:35.373069] [INFO ] [sig ] Generating forecast for: AIZ [2025-10-09T00:02:35.373145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIZ' from 'https://tdm.silogroup.org/data/derivative_storage/AIZ.csv'. [2025-10-09T00:02:35.384130] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIZ'. [2025-10-09T00:02:35.384459] [INFO ] [FORECASTER] Starting predict_future for AIZ [2025-10-09T00:02:35.412332] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:35.413243] [DEBUG] [LOCAL ] No optimal features file found for AIZ: ./output/feature-sets/AIZ.txt [2025-10-09T00:02:35.413325] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:35.413399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:35.413480] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:35.413588] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:35.433861] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:35.434744] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:35.434862] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:35.434935] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:35.477761] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:35.478027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:35.478118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:35.478193] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:35.485173] [DEBUG] [FORECASTER] AIZ: Forecast T+1@11:T+2@11: UP (p=68.79%) [2025-10-09T00:02:35.485874] [INFO ] [FORECASTER] Completed predict_future for AIZ [2025-10-09T00:02:35.486107] [INFO ] [sig ] AIZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:35.646264] [INFO ] [LOCAL ] Saved forecast: AIZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AIZ.txt [2025-10-09T00:02:35.646570] [WARN ] [sig ] [65/2211] Failed AIZ after 0.3s | 4.72 sym/s | Total: 13.8s | ETA: 7.6m [2025-10-09T00:02:35.646680] [INFO ] [sig ] [66/2211] Forecasting AIZN... [2025-10-09T00:02:35.646755] [INFO ] [sig ] Generating forecast for: AIZN [2025-10-09T00:02:35.646830] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIZN' from 'https://tdm.silogroup.org/data/derivative_storage/AIZN.csv'. [2025-10-09T00:02:35.657876] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AIZN'. [2025-10-09T00:02:35.658298] [INFO ] [FORECASTER] Starting predict_future for AIZN [2025-10-09T00:02:35.686034] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:35.687040] [DEBUG] [LOCAL ] No optimal features file found for AIZN: ./output/feature-sets/AIZN.txt [2025-10-09T00:02:35.687122] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:35.687258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:35.687334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:35.687464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:35.707085] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:35.708168] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:35.708302] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:35.708403] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:35.744343] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:35.744542] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:35.744591] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:35.744626] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:35.748414] [DEBUG] [FORECASTER] AIZN: Forecast T+1@11:T+2@11: UP (p=77.57%) [2025-10-09T00:02:35.748778] [INFO ] [FORECASTER] Completed predict_future for AIZN [2025-10-09T00:02:35.748955] [INFO ] [sig ] AIZN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:35.894456] [INFO ] [LOCAL ] Saved forecast: AIZN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AIZN.txt [2025-10-09T00:02:35.894775] [WARN ] [sig ] [66/2211] Failed AIZN after 0.2s | 4.71 sym/s | Total: 14.0s | ETA: 7.6m [2025-10-09T00:02:35.894882] [INFO ] [sig ] [67/2211] Forecasting AJG... [2025-10-09T00:02:35.894967] [INFO ] [sig ] Generating forecast for: AJG [2025-10-09T00:02:35.895055] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AJG' from 'https://tdm.silogroup.org/data/derivative_storage/AJG.csv'. [2025-10-09T00:02:35.906254] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AJG'. [2025-10-09T00:02:35.906668] [INFO ] [FORECASTER] Starting predict_future for AJG [2025-10-09T00:02:35.932418] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:35.933267] [DEBUG] [LOCAL ] No optimal features file found for AJG: ./output/feature-sets/AJG.txt [2025-10-09T00:02:35.933346] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:35.933418] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:35.933500] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:35.933617] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:35.951222] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:35.951982] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:35.952094] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:35.952177] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:35.989357] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:35.989613] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:35.989702] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:35.989758] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:35.993413] [DEBUG] [FORECASTER] AJG: Forecast T+1@11:T+2@11: DOWN (p=35.32%) [2025-10-09T00:02:35.993756] [INFO ] [FORECASTER] Completed predict_future for AJG [2025-10-09T00:02:35.993926] [INFO ] [sig ] AJG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:36.138693] [INFO ] [LOCAL ] Saved forecast: AJG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AJG.txt [2025-10-09T00:02:36.139073] [WARN ] [sig ] [67/2211] Failed AJG after 0.2s | 4.70 sym/s | Total: 14.3s | ETA: 7.6m [2025-10-09T00:02:36.139161] [INFO ] [sig ] [68/2211] Forecasting AKR... [2025-10-09T00:02:36.139269] [INFO ] [sig ] Generating forecast for: AKR [2025-10-09T00:02:36.139359] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AKR' from 'https://tdm.silogroup.org/data/derivative_storage/AKR.csv'. [2025-10-09T00:02:36.151819] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AKR'. [2025-10-09T00:02:36.152387] [INFO ] [FORECASTER] Starting predict_future for AKR [2025-10-09T00:02:36.180253] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:36.181290] [DEBUG] [LOCAL ] No optimal features file found for AKR: ./output/feature-sets/AKR.txt [2025-10-09T00:02:36.181383] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:36.181473] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:36.181558] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:36.181706] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:36.201107] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:36.202160] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:36.202278] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:36.202363] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:36.242425] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:36.242664] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:36.242741] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:36.242780] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:36.246764] [DEBUG] [FORECASTER] AKR: Forecast T+1@11:T+2@11: UP (p=57.24%) [2025-10-09T00:02:36.247202] [INFO ] [FORECASTER] Completed predict_future for AKR [2025-10-09T00:02:36.247373] [INFO ] [sig ] AKR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:36.399296] [INFO ] [LOCAL ] Saved forecast: AKR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AKR.txt [2025-10-09T00:02:36.399679] [WARN ] [sig ] [68/2211] Failed AKR after 0.3s | 4.69 sym/s | Total: 14.5s | ETA: 7.6m [2025-10-09T00:02:36.399789] [INFO ] [sig ] [69/2211] Forecasting AL... [2025-10-09T00:02:36.399875] [INFO ] [sig ] Generating forecast for: AL [2025-10-09T00:02:36.399966] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AL' from 'https://tdm.silogroup.org/data/derivative_storage/AL.csv'. [2025-10-09T00:02:36.412037] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AL'. [2025-10-09T00:02:36.412577] [INFO ] [FORECASTER] Starting predict_future for AL [2025-10-09T00:02:36.441344] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:36.442359] [DEBUG] [LOCAL ] No optimal features file found for AL: ./output/feature-sets/AL.txt [2025-10-09T00:02:36.442443] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:36.442533] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:36.442619] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:36.442757] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:36.466861] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:36.468046] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:36.468220] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:36.468297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:36.509483] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:36.509733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:36.509804] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:36.509842] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:36.514297] [DEBUG] [FORECASTER] AL: Forecast T+1@11:T+2@11: DOWN (p=34.49%) [2025-10-09T00:02:36.514614] [INFO ] [FORECASTER] Completed predict_future for AL [2025-10-09T00:02:36.514806] [INFO ] [sig ] AL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:36.679322] [INFO ] [LOCAL ] Saved forecast: AL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AL.txt [2025-10-09T00:02:36.679681] [WARN ] [sig ] [69/2211] Failed AL after 0.3s | 4.66 sym/s | Total: 14.8s | ETA: 7.7m [2025-10-09T00:02:36.679775] [INFO ] [sig ] [70/2211] Forecasting ALB... [2025-10-09T00:02:36.679847] [INFO ] [sig ] Generating forecast for: ALB [2025-10-09T00:02:36.679949] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALB' from 'https://tdm.silogroup.org/data/derivative_storage/ALB.csv'. [2025-10-09T00:02:36.694612] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALB'. [2025-10-09T00:02:36.695175] [INFO ] [FORECASTER] Starting predict_future for ALB [2025-10-09T00:02:36.722367] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:36.723291] [DEBUG] [LOCAL ] No optimal features file found for ALB: ./output/feature-sets/ALB.txt [2025-10-09T00:02:36.723372] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:36.723460] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:36.723545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:36.723681] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:36.742626] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:36.743328] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:36.743442] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:36.743528] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:36.780888] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:36.781101] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:36.781150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:36.781186] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:36.784973] [DEBUG] [FORECASTER] ALB: Forecast T+1@11:T+2@11: UP (p=92.13%) [2025-10-09T00:02:36.785292] [INFO ] [FORECASTER] Completed predict_future for ALB [2025-10-09T00:02:36.785444] [INFO ] [sig ] ALB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:36.926076] [INFO ] [LOCAL ] Saved forecast: ALB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ALB.txt [2025-10-09T00:02:36.926341] [WARN ] [sig ] [70/2211] Failed ALB after 0.2s | 4.65 sym/s | Total: 15.0s | ETA: 7.7m [2025-10-09T00:02:36.926420] [INFO ] [sig ] [71/2211] Forecasting ALC... [2025-10-09T00:02:36.926490] [INFO ] [sig ] Generating forecast for: ALC [2025-10-09T00:02:36.926600] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALC' from 'https://tdm.silogroup.org/data/derivative_storage/ALC.csv'. [2025-10-09T00:02:36.937377] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALC'. [2025-10-09T00:02:36.937746] [INFO ] [FORECASTER] Starting predict_future for ALC [2025-10-09T00:02:36.963660] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:36.964581] [DEBUG] [LOCAL ] No optimal features file found for ALC: ./output/feature-sets/ALC.txt [2025-10-09T00:02:36.964686] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:36.964760] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:36.964857] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:36.964971] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:36.982484] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:36.983208] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:36.983324] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:36.983408] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:37.021563] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:37.021812] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:37.021876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:37.021916] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:37.026064] [DEBUG] [FORECASTER] ALC: Forecast T+1@11:T+2@11: DOWN (p=35.08%) [2025-10-09T00:02:37.026375] [INFO ] [FORECASTER] Completed predict_future for ALC [2025-10-09T00:02:37.026529] [INFO ] [sig ] ALC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:37.173409] [INFO ] [LOCAL ] Saved forecast: ALC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALC.txt [2025-10-09T00:02:37.173750] [WARN ] [sig ] [71/2211] Failed ALC after 0.2s | 4.64 sym/s | Total: 15.3s | ETA: 7.7m [2025-10-09T00:02:37.173832] [INFO ] [sig ] [72/2211] Forecasting ALE... [2025-10-09T00:02:37.173984] [INFO ] [sig ] Generating forecast for: ALE [2025-10-09T00:02:37.174057] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALE' from 'https://tdm.silogroup.org/data/derivative_storage/ALE.csv'. [2025-10-09T00:02:37.184749] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALE'. [2025-10-09T00:02:37.185148] [INFO ] [FORECASTER] Starting predict_future for ALE [2025-10-09T00:02:37.210740] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:37.211609] [DEBUG] [LOCAL ] No optimal features file found for ALE: ./output/feature-sets/ALE.txt [2025-10-09T00:02:37.211710] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:37.211796] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:37.211878] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:37.211995] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:37.229775] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:37.230496] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:37.230608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:37.230711] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:37.267633] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:37.267841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:37.267888] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:37.267923] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:37.271620] [DEBUG] [FORECASTER] ALE: Forecast T+1@11:T+2@11: DOWN (p=2.51%) [2025-10-09T00:02:37.271971] [INFO ] [FORECASTER] Completed predict_future for ALE [2025-10-09T00:02:37.272126] [INFO ] [sig ] ALE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:37.414291] [INFO ] [LOCAL ] Saved forecast: ALE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALE.txt [2025-10-09T00:02:37.414586] [WARN ] [sig ] [72/2211] Failed ALE after 0.2s | 4.64 sym/s | Total: 15.5s | ETA: 7.7m [2025-10-09T00:02:37.414767] [INFO ] [sig ] [73/2211] Forecasting ALEX... [2025-10-09T00:02:37.414839] [INFO ] [sig ] Generating forecast for: ALEX [2025-10-09T00:02:37.414911] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALEX' from 'https://tdm.silogroup.org/data/derivative_storage/ALEX.csv'. [2025-10-09T00:02:37.425357] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALEX'. [2025-10-09T00:02:37.425789] [INFO ] [FORECASTER] Starting predict_future for ALEX [2025-10-09T00:02:37.451510] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:37.452410] [DEBUG] [LOCAL ] No optimal features file found for ALEX: ./output/feature-sets/ALEX.txt [2025-10-09T00:02:37.452491] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:37.452563] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:37.452684] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:37.452797] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:37.470635] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:37.471268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:37.471377] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:37.471459] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:37.508337] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:37.508434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:37.508475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:37.508508] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:37.511856] [DEBUG] [FORECASTER] ALEX: Forecast T+1@11:T+2@11: DOWN (p=8.86%) [2025-10-09T00:02:37.512138] [INFO ] [FORECASTER] Completed predict_future for ALEX [2025-10-09T00:02:37.512282] [INFO ] [sig ] ALEX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:37.653791] [INFO ] [LOCAL ] Saved forecast: ALEX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALEX.txt [2025-10-09T00:02:37.654030] [WARN ] [sig ] [73/2211] Failed ALEX after 0.2s | 4.63 sym/s | Total: 15.8s | ETA: 7.7m [2025-10-09T00:02:37.654125] [INFO ] [sig ] [74/2211] Forecasting ALG... [2025-10-09T00:02:37.654212] [INFO ] [sig ] Generating forecast for: ALG [2025-10-09T00:02:37.654299] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALG' from 'https://tdm.silogroup.org/data/derivative_storage/ALG.csv'. [2025-10-09T00:02:37.664423] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALG'. [2025-10-09T00:02:37.664755] [INFO ] [FORECASTER] Starting predict_future for ALG [2025-10-09T00:02:37.690149] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:37.690942] [DEBUG] [LOCAL ] No optimal features file found for ALG: ./output/feature-sets/ALG.txt [2025-10-09T00:02:37.691020] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:37.691092] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:37.691160] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:37.691262] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:37.708636] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:37.709263] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:37.709377] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:37.709448] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:37.743456] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:37.743606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:37.743676] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:37.743739] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:37.747297] [DEBUG] [FORECASTER] ALG: Forecast T+1@11:T+2@11: DOWN (p=20.47%) [2025-10-09T00:02:37.747600] [INFO ] [FORECASTER] Completed predict_future for ALG [2025-10-09T00:02:37.747784] [INFO ] [sig ] ALG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:37.888555] [INFO ] [LOCAL ] Saved forecast: ALG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALG.txt [2025-10-09T00:02:37.888865] [WARN ] [sig ] [74/2211] Failed ALG after 0.2s | 4.62 sym/s | Total: 16.0s | ETA: 7.7m [2025-10-09T00:02:37.888947] [INFO ] [sig ] [75/2211] Forecasting ALIT... [2025-10-09T00:02:37.889017] [INFO ] [sig ] Generating forecast for: ALIT [2025-10-09T00:02:37.889089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALIT' from 'https://tdm.silogroup.org/data/derivative_storage/ALIT.csv'. [2025-10-09T00:02:37.899046] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALIT'. [2025-10-09T00:02:37.899444] [INFO ] [FORECASTER] Starting predict_future for ALIT [2025-10-09T00:02:37.925420] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:37.926275] [DEBUG] [LOCAL ] No optimal features file found for ALIT: ./output/feature-sets/ALIT.txt [2025-10-09T00:02:37.926354] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:37.926428] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:37.926498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:37.926597] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:37.944277] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:37.944966] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:37.945078] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:37.945149] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:37.987461] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:37.987691] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:37.987762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:37.987800] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:37.991523] [DEBUG] [FORECASTER] ALIT: Forecast T+1@11:T+2@11: UP (p=91.84%) [2025-10-09T00:02:37.991866] [INFO ] [FORECASTER] Completed predict_future for ALIT [2025-10-09T00:02:37.992033] [INFO ] [sig ] ALIT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:38.134712] [INFO ] [LOCAL ] Saved forecast: ALIT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ALIT.txt [2025-10-09T00:02:38.135041] [WARN ] [sig ] [75/2211] Failed ALIT after 0.2s | 4.62 sym/s | Total: 16.2s | ETA: 7.7m [2025-10-09T00:02:38.135154] [INFO ] [sig ] [76/2211] Forecasting ALK... [2025-10-09T00:02:38.135247] [INFO ] [sig ] Generating forecast for: ALK [2025-10-09T00:02:38.135336] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALK' from 'https://tdm.silogroup.org/data/derivative_storage/ALK.csv'. [2025-10-09T00:02:38.146115] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALK'. [2025-10-09T00:02:38.146529] [INFO ] [FORECASTER] Starting predict_future for ALK [2025-10-09T00:02:38.172600] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:38.173543] [DEBUG] [LOCAL ] No optimal features file found for ALK: ./output/feature-sets/ALK.txt [2025-10-09T00:02:38.173623] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:38.173745] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:38.173819] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:38.173949] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:38.191821] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:38.192445] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:38.192555] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:38.192659] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:38.230335] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:38.230430] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:38.230471] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:38.230504] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:38.233746] [DEBUG] [FORECASTER] ALK: Forecast T+1@11:T+2@11: DOWN (p=29.43%) [2025-10-09T00:02:38.234024] [INFO ] [FORECASTER] Completed predict_future for ALK [2025-10-09T00:02:38.234166] [INFO ] [sig ] ALK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:38.375985] [INFO ] [LOCAL ] Saved forecast: ALK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALK.txt [2025-10-09T00:02:38.376249] [WARN ] [sig ] [76/2211] Failed ALK after 0.2s | 4.61 sym/s | Total: 16.5s | ETA: 7.7m [2025-10-09T00:02:38.376327] [INFO ] [sig ] [77/2211] Forecasting ALL... [2025-10-09T00:02:38.376449] [INFO ] [sig ] Generating forecast for: ALL [2025-10-09T00:02:38.376526] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALL' from 'https://tdm.silogroup.org/data/derivative_storage/ALL.csv'. [2025-10-09T00:02:38.388943] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALL'. [2025-10-09T00:02:38.389396] [INFO ] [FORECASTER] Starting predict_future for ALL [2025-10-09T00:02:38.415409] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:38.416274] [DEBUG] [LOCAL ] No optimal features file found for ALL: ./output/feature-sets/ALL.txt [2025-10-09T00:02:38.416356] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:38.416428] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:38.416496] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:38.416595] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:38.434197] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:38.434997] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:38.435115] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:38.435186] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:38.473581] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:38.473792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:38.473852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:38.473887] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:38.478025] [DEBUG] [FORECASTER] ALL: Forecast T+1@11:T+2@11: UP (p=88.38%) [2025-10-09T00:02:38.478403] [INFO ] [FORECASTER] Completed predict_future for ALL [2025-10-09T00:02:38.478567] [INFO ] [sig ] ALL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:38.619468] [INFO ] [LOCAL ] Saved forecast: ALL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ALL.txt [2025-10-09T00:02:38.619775] [WARN ] [sig ] [77/2211] Failed ALL after 0.2s | 4.60 sym/s | Total: 16.7s | ETA: 7.7m [2025-10-09T00:02:38.619858] [INFO ] [sig ] [78/2211] Forecasting ALLE... [2025-10-09T00:02:38.619929] [INFO ] [sig ] Generating forecast for: ALLE [2025-10-09T00:02:38.619999] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALLE' from 'https://tdm.silogroup.org/data/derivative_storage/ALLE.csv'. [2025-10-09T00:02:38.630719] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALLE'. [2025-10-09T00:02:38.631108] [INFO ] [FORECASTER] Starting predict_future for ALLE [2025-10-09T00:02:38.656502] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:38.657346] [DEBUG] [LOCAL ] No optimal features file found for ALLE: ./output/feature-sets/ALLE.txt [2025-10-09T00:02:38.657426] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:38.657497] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:38.657565] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:38.657685] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:38.675059] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:38.675694] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:38.675806] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:38.675877] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:38.716202] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:38.716381] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:38.716445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:38.716481] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:38.720079] [DEBUG] [FORECASTER] ALLE: Forecast T+1@11:T+2@11: UP (p=71.15%) [2025-10-09T00:02:38.720387] [INFO ] [FORECASTER] Completed predict_future for ALLE [2025-10-09T00:02:38.720535] [INFO ] [sig ] ALLE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:38.861407] [INFO ] [LOCAL ] Saved forecast: ALLE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ALLE.txt [2025-10-09T00:02:38.861759] [WARN ] [sig ] [78/2211] Failed ALLE after 0.2s | 4.60 sym/s | Total: 17.0s | ETA: 7.7m [2025-10-09T00:02:38.861848] [INFO ] [sig ] [79/2211] Forecasting ALLY... [2025-10-09T00:02:38.861916] [INFO ] [sig ] Generating forecast for: ALLY [2025-10-09T00:02:38.861985] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALLY' from 'https://tdm.silogroup.org/data/derivative_storage/ALLY.csv'. [2025-10-09T00:02:38.873224] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALLY'. [2025-10-09T00:02:38.873751] [INFO ] [FORECASTER] Starting predict_future for ALLY [2025-10-09T00:02:38.899613] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:38.900487] [DEBUG] [LOCAL ] No optimal features file found for ALLY: ./output/feature-sets/ALLY.txt [2025-10-09T00:02:38.900568] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:38.900662] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:38.900732] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:38.900831] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:38.918287] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:38.919201] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:38.919335] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:38.919405] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:38.958334] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:38.958586] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:38.958702] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:38.958787] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:38.964127] [DEBUG] [FORECASTER] ALLY: Forecast T+1@11:T+2@11: DOWN (p=47.19%) [2025-10-09T00:02:38.964544] [INFO ] [FORECASTER] Completed predict_future for ALLY [2025-10-09T00:02:38.964790] [INFO ] [sig ] ALLY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:39.152191] [INFO ] [LOCAL ] Saved forecast: ALLY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALLY.txt [2025-10-09T00:02:39.152500] [WARN ] [sig ] [79/2211] Failed ALLY after 0.3s | 4.58 sym/s | Total: 17.3s | ETA: 7.8m [2025-10-09T00:02:39.152582] [INFO ] [sig ] [80/2211] Forecasting ALSN... [2025-10-09T00:02:39.152677] [INFO ] [sig ] Generating forecast for: ALSN [2025-10-09T00:02:39.152752] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALSN' from 'https://tdm.silogroup.org/data/derivative_storage/ALSN.csv'. [2025-10-09T00:02:39.163604] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALSN'. [2025-10-09T00:02:39.164016] [INFO ] [FORECASTER] Starting predict_future for ALSN [2025-10-09T00:02:39.189541] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:39.190404] [DEBUG] [LOCAL ] No optimal features file found for ALSN: ./output/feature-sets/ALSN.txt [2025-10-09T00:02:39.190489] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:39.190561] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:39.190673] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:39.190773] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:39.208392] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:39.209091] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:39.209251] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:39.209325] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:39.246137] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:39.246351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:39.246400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:39.246435] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:39.250279] [DEBUG] [FORECASTER] ALSN: Forecast T+1@11:T+2@11: DOWN (p=20.14%) [2025-10-09T00:02:39.250599] [INFO ] [FORECASTER] Completed predict_future for ALSN [2025-10-09T00:02:39.250786] [INFO ] [sig ] ALSN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:39.391781] [INFO ] [LOCAL ] Saved forecast: ALSN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALSN.txt [2025-10-09T00:02:39.392066] [WARN ] [sig ] [80/2211] Failed ALSN after 0.2s | 4.57 sym/s | Total: 17.5s | ETA: 7.8m [2025-10-09T00:02:39.392148] [INFO ] [sig ] [81/2211] Forecasting ALTG... [2025-10-09T00:02:39.392218] [INFO ] [sig ] Generating forecast for: ALTG [2025-10-09T00:02:39.392291] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALTG' from 'https://tdm.silogroup.org/data/derivative_storage/ALTG.csv'. [2025-10-09T00:02:39.403405] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALTG'. [2025-10-09T00:02:39.403830] [INFO ] [FORECASTER] Starting predict_future for ALTG [2025-10-09T00:02:39.429545] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:39.430393] [DEBUG] [LOCAL ] No optimal features file found for ALTG: ./output/feature-sets/ALTG.txt [2025-10-09T00:02:39.430474] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:39.430546] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:39.430614] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:39.430733] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:39.448048] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:39.448664] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:39.448776] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:39.448847] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:39.486817] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:39.486981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:39.487026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:39.487060] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:39.490638] [DEBUG] [FORECASTER] ALTG: Forecast T+1@11:T+2@11: UP (p=96.06%) [2025-10-09T00:02:39.490984] [INFO ] [FORECASTER] Completed predict_future for ALTG [2025-10-09T00:02:39.491168] [INFO ] [sig ] ALTG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:39.631571] [INFO ] [LOCAL ] Saved forecast: ALTG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ALTG.txt [2025-10-09T00:02:39.631893] [WARN ] [sig ] [81/2211] Failed ALTG after 0.2s | 4.56 sym/s | Total: 17.7s | ETA: 7.8m [2025-10-09T00:02:39.631972] [INFO ] [sig ] [82/2211] Forecasting ALUR... [2025-10-09T00:02:39.632043] [INFO ] [sig ] Generating forecast for: ALUR [2025-10-09T00:02:39.632116] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALUR' from 'https://tdm.silogroup.org/data/derivative_storage/ALUR.csv'. [2025-10-09T00:02:39.643167] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALUR'. [2025-10-09T00:02:39.643615] [INFO ] [FORECASTER] Starting predict_future for ALUR [2025-10-09T00:02:39.669553] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:39.670358] [DEBUG] [LOCAL ] No optimal features file found for ALUR: ./output/feature-sets/ALUR.txt [2025-10-09T00:02:39.670437] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:39.670510] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:39.670593] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:39.670777] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:39.689103] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:39.689813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:39.689923] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:39.690009] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:39.728067] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:39.728194] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:39.728236] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:39.728272] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:39.731792] [DEBUG] [FORECASTER] ALUR: Forecast T+1@11:T+2@11: DOWN (p=44.09%) [2025-10-09T00:02:39.732091] [INFO ] [FORECASTER] Completed predict_future for ALUR [2025-10-09T00:02:39.732241] [INFO ] [sig ] ALUR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:39.876976] [INFO ] [LOCAL ] Saved forecast: ALUR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALUR.txt [2025-10-09T00:02:39.877322] [WARN ] [sig ] [82/2211] Failed ALUR after 0.2s | 4.56 sym/s | Total: 18.0s | ETA: 7.8m [2025-10-09T00:02:39.877409] [INFO ] [sig ] [83/2211] Forecasting ALV... [2025-10-09T00:02:39.877494] [INFO ] [sig ] Generating forecast for: ALV [2025-10-09T00:02:39.877596] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALV' from 'https://tdm.silogroup.org/data/derivative_storage/ALV.csv'. [2025-10-09T00:02:39.888573] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALV'. [2025-10-09T00:02:39.889020] [INFO ] [FORECASTER] Starting predict_future for ALV [2025-10-09T00:02:39.915811] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:39.916639] [DEBUG] [LOCAL ] No optimal features file found for ALV: ./output/feature-sets/ALV.txt [2025-10-09T00:02:39.916743] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:39.916821] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:39.916901] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:39.917005] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:39.935303] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:39.935990] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:39.936106] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:39.936179] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:39.975256] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:39.975466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:39.975516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:39.975550] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:39.979447] [DEBUG] [FORECASTER] ALV: Forecast T+1@11:T+2@11: DOWN (p=43.62%) [2025-10-09T00:02:39.979806] [INFO ] [FORECASTER] Completed predict_future for ALV [2025-10-09T00:02:39.980006] [INFO ] [sig ] ALV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:40.124272] [INFO ] [LOCAL ] Saved forecast: ALV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALV.txt [2025-10-09T00:02:40.124594] [WARN ] [sig ] [83/2211] Failed ALV after 0.2s | 4.55 sym/s | Total: 18.2s | ETA: 7.8m [2025-10-09T00:02:40.124725] [INFO ] [sig ] [84/2211] Forecasting ALX... [2025-10-09T00:02:40.124809] [INFO ] [sig ] Generating forecast for: ALX [2025-10-09T00:02:40.124897] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALX' from 'https://tdm.silogroup.org/data/derivative_storage/ALX.csv'. [2025-10-09T00:02:40.135453] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ALX'. [2025-10-09T00:02:40.135921] [INFO ] [FORECASTER] Starting predict_future for ALX [2025-10-09T00:02:40.164229] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:40.165183] [DEBUG] [LOCAL ] No optimal features file found for ALX: ./output/feature-sets/ALX.txt [2025-10-09T00:02:40.165264] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:40.165340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:40.165411] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:40.165513] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:40.183920] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:40.184722] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:40.184849] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:40.184925] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:40.223453] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:40.223691] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:40.223764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:40.223803] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:40.227699] [DEBUG] [FORECASTER] ALX: Forecast T+1@11:T+2@11: DOWN (p=4.19%) [2025-10-09T00:02:40.228083] [INFO ] [FORECASTER] Completed predict_future for ALX [2025-10-09T00:02:40.228258] [INFO ] [sig ] ALX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:40.383412] [INFO ] [LOCAL ] Saved forecast: ALX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ALX.txt [2025-10-09T00:02:40.383770] [WARN ] [sig ] [84/2211] Failed ALX after 0.3s | 4.54 sym/s | Total: 18.5s | ETA: 7.8m [2025-10-09T00:02:40.383856] [INFO ] [sig ] [85/2211] Forecasting AM... [2025-10-09T00:02:40.383929] [INFO ] [sig ] Generating forecast for: AM [2025-10-09T00:02:40.384003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AM' from 'https://tdm.silogroup.org/data/derivative_storage/AM.csv'. [2025-10-09T00:02:40.394503] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AM'. [2025-10-09T00:02:40.395041] [INFO ] [FORECASTER] Starting predict_future for AM [2025-10-09T00:02:40.422123] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:40.423245] [DEBUG] [LOCAL ] No optimal features file found for AM: ./output/feature-sets/AM.txt [2025-10-09T00:02:40.423336] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:40.423412] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:40.423484] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:40.423624] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:40.442093] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:40.443025] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:40.443151] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:40.443225] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:40.481697] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:40.481926] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:40.481998] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:40.482037] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:40.485919] [DEBUG] [FORECASTER] AM: Forecast T+1@11:T+2@11: UP (p=55.32%) [2025-10-09T00:02:40.486256] [INFO ] [FORECASTER] Completed predict_future for AM [2025-10-09T00:02:40.486428] [INFO ] [sig ] AM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:40.637615] [INFO ] [LOCAL ] Saved forecast: AM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AM.txt [2025-10-09T00:02:40.637953] [WARN ] [sig ] [85/2211] Failed AM after 0.3s | 4.53 sym/s | Total: 18.8s | ETA: 7.8m [2025-10-09T00:02:40.638041] [INFO ] [sig ] [86/2211] Forecasting AMBC... [2025-10-09T00:02:40.638114] [INFO ] [sig ] Generating forecast for: AMBC [2025-10-09T00:02:40.638190] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMBC' from 'https://tdm.silogroup.org/data/derivative_storage/AMBC.csv'. [2025-10-09T00:02:40.648571] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMBC'. [2025-10-09T00:02:40.648991] [INFO ] [FORECASTER] Starting predict_future for AMBC [2025-10-09T00:02:40.675667] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:40.676614] [DEBUG] [LOCAL ] No optimal features file found for AMBC: ./output/feature-sets/AMBC.txt [2025-10-09T00:02:40.676722] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:40.676813] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:40.676899] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:40.677017] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:40.695132] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:40.696061] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:40.696184] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:40.696258] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:40.735876] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:40.736094] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:40.736143] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:40.736179] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:40.740538] [DEBUG] [FORECASTER] AMBC: Forecast T+1@11:T+2@11: DOWN (p=3.22%) [2025-10-09T00:02:40.741013] [INFO ] [FORECASTER] Completed predict_future for AMBC [2025-10-09T00:02:40.741201] [INFO ] [sig ] AMBC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:40.895392] [INFO ] [LOCAL ] Saved forecast: AMBC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMBC.txt [2025-10-09T00:02:40.895775] [WARN ] [sig ] [86/2211] Failed AMBC after 0.3s | 4.52 sym/s | Total: 19.0s | ETA: 7.8m [2025-10-09T00:02:40.895866] [INFO ] [sig ] [87/2211] Forecasting AMBP... [2025-10-09T00:02:40.895940] [INFO ] [sig ] Generating forecast for: AMBP [2025-10-09T00:02:40.896014] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMBP' from 'https://tdm.silogroup.org/data/derivative_storage/AMBP.csv'. [2025-10-09T00:02:40.906907] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMBP'. [2025-10-09T00:02:40.907308] [INFO ] [FORECASTER] Starting predict_future for AMBP [2025-10-09T00:02:40.933743] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:40.934579] [DEBUG] [LOCAL ] No optimal features file found for AMBP: ./output/feature-sets/AMBP.txt [2025-10-09T00:02:40.934681] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:40.934756] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:40.934824] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:40.934941] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:40.952540] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:40.953248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:40.953365] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:40.953435] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:40.988834] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:40.989007] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:40.989053] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:40.989088] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:40.992861] [DEBUG] [FORECASTER] AMBP: Forecast T+1@11:T+2@11: UP (p=83.03%) [2025-10-09T00:02:40.993167] [INFO ] [FORECASTER] Completed predict_future for AMBP [2025-10-09T00:02:40.993317] [INFO ] [sig ] AMBP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:41.136043] [INFO ] [LOCAL ] Saved forecast: AMBP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMBP.txt [2025-10-09T00:02:41.136319] [WARN ] [sig ] [87/2211] Failed AMBP after 0.2s | 4.52 sym/s | Total: 19.2s | ETA: 7.8m [2025-10-09T00:02:41.136399] [INFO ] [sig ] [88/2211] Forecasting AMC... [2025-10-09T00:02:41.136471] [INFO ] [sig ] Generating forecast for: AMC [2025-10-09T00:02:41.136544] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMC' from 'https://tdm.silogroup.org/data/derivative_storage/AMC.csv'. [2025-10-09T00:02:41.146826] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMC'. [2025-10-09T00:02:41.147182] [INFO ] [FORECASTER] Starting predict_future for AMC [2025-10-09T00:02:41.173583] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:41.174490] [DEBUG] [LOCAL ] No optimal features file found for AMC: ./output/feature-sets/AMC.txt [2025-10-09T00:02:41.174573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:41.174672] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:41.174746] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:41.174849] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:41.193396] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:41.194087] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:41.194213] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:41.194287] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:41.228900] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:41.229104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:41.229154] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:41.229190] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:41.233172] [DEBUG] [FORECASTER] AMC: Forecast T+1@11:T+2@11: UP (p=81.48%) [2025-10-09T00:02:41.233560] [INFO ] [FORECASTER] Completed predict_future for AMC [2025-10-09T00:02:41.233790] [INFO ] [sig ] AMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:41.389031] [INFO ] [LOCAL ] Saved forecast: AMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMC.txt [2025-10-09T00:02:41.389378] [WARN ] [sig ] [88/2211] Failed AMC after 0.3s | 4.51 sym/s | Total: 19.5s | ETA: 7.8m [2025-10-09T00:02:41.389477] [INFO ] [sig ] [89/2211] Forecasting AMCR... [2025-10-09T00:02:41.389551] [INFO ] [sig ] Generating forecast for: AMCR [2025-10-09T00:02:41.389674] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMCR' from 'https://tdm.silogroup.org/data/derivative_storage/AMCR.csv'. [2025-10-09T00:02:41.400149] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMCR'. [2025-10-09T00:02:41.400523] [INFO ] [FORECASTER] Starting predict_future for AMCR [2025-10-09T00:02:41.427637] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:41.428493] [DEBUG] [LOCAL ] No optimal features file found for AMCR: ./output/feature-sets/AMCR.txt [2025-10-09T00:02:41.428576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:41.428673] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:41.428747] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:41.428851] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:41.449927] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:41.450785] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:41.450902] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:41.450974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:41.491417] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:41.491606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:41.491680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:41.491744] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:41.495436] [DEBUG] [FORECASTER] AMCR: Forecast T+1@11:T+2@11: DOWN (p=20.70%) [2025-10-09T00:02:41.495850] [INFO ] [FORECASTER] Completed predict_future for AMCR [2025-10-09T00:02:41.496021] [INFO ] [sig ] AMCR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:41.636347] [INFO ] [LOCAL ] Saved forecast: AMCR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMCR.txt [2025-10-09T00:02:41.636688] [WARN ] [sig ] [89/2211] Failed AMCR after 0.2s | 4.51 sym/s | Total: 19.7s | ETA: 7.8m [2025-10-09T00:02:41.636776] [INFO ] [sig ] [90/2211] Forecasting AME... [2025-10-09T00:02:41.636848] [INFO ] [sig ] Generating forecast for: AME [2025-10-09T00:02:41.636923] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AME' from 'https://tdm.silogroup.org/data/derivative_storage/AME.csv'. [2025-10-09T00:02:41.647919] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AME'. [2025-10-09T00:02:41.648263] [INFO ] [FORECASTER] Starting predict_future for AME [2025-10-09T00:02:41.674611] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:41.675455] [DEBUG] [LOCAL ] No optimal features file found for AME: ./output/feature-sets/AME.txt [2025-10-09T00:02:41.675534] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:41.675612] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:41.675703] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:41.675802] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:41.693988] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:41.695019] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:41.695142] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:41.695216] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:41.735064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:41.735293] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:41.735347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:41.735383] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:41.739695] [DEBUG] [FORECASTER] AME: Forecast T+1@11:T+2@11: DOWN (p=7.97%) [2025-10-09T00:02:41.740124] [INFO ] [FORECASTER] Completed predict_future for AME [2025-10-09T00:02:41.740311] [INFO ] [sig ] AME: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:41.891701] [INFO ] [LOCAL ] Saved forecast: AME 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AME.txt [2025-10-09T00:02:41.892015] [WARN ] [sig ] [90/2211] Failed AME after 0.3s | 4.50 sym/s | Total: 20.0s | ETA: 7.9m [2025-10-09T00:02:41.892097] [INFO ] [sig ] [91/2211] Forecasting AMG... [2025-10-09T00:02:41.892191] [INFO ] [sig ] Generating forecast for: AMG [2025-10-09T00:02:41.892286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMG' from 'https://tdm.silogroup.org/data/derivative_storage/AMG.csv'. [2025-10-09T00:02:41.903097] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMG'. [2025-10-09T00:02:41.903569] [INFO ] [FORECASTER] Starting predict_future for AMG [2025-10-09T00:02:41.931013] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:41.931961] [DEBUG] [LOCAL ] No optimal features file found for AMG: ./output/feature-sets/AMG.txt [2025-10-09T00:02:41.932045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:41.932120] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:41.932192] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:41.932313] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:41.951293] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:41.952129] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:41.952248] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:41.952322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:41.989166] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:41.989421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:41.989480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:41.989517] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:41.993410] [DEBUG] [FORECASTER] AMG: Forecast T+1@11:T+2@11: UP (p=99.80%) [2025-10-09T00:02:41.993844] [INFO ] [FORECASTER] Completed predict_future for AMG [2025-10-09T00:02:41.994028] [INFO ] [sig ] AMG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:42.143924] [INFO ] [LOCAL ] Saved forecast: AMG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMG.txt [2025-10-09T00:02:42.144230] [WARN ] [sig ] [91/2211] Failed AMG after 0.3s | 4.49 sym/s | Total: 20.3s | ETA: 7.9m [2025-10-09T00:02:42.144311] [INFO ] [sig ] [92/2211] Forecasting AMH... [2025-10-09T00:02:42.144382] [INFO ] [sig ] Generating forecast for: AMH [2025-10-09T00:02:42.144440] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMH' from 'https://tdm.silogroup.org/data/derivative_storage/AMH.csv'. [2025-10-09T00:02:42.154772] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMH'. [2025-10-09T00:02:42.155212] [INFO ] [FORECASTER] Starting predict_future for AMH [2025-10-09T00:02:42.184434] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:42.185389] [DEBUG] [LOCAL ] No optimal features file found for AMH: ./output/feature-sets/AMH.txt [2025-10-09T00:02:42.185475] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:42.185551] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:42.185633] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:42.185776] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:42.204784] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:42.205824] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:42.205950] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:42.206024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:42.244718] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:42.244941] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:42.244994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:42.245049] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:42.248938] [DEBUG] [FORECASTER] AMH: Forecast T+1@11:T+2@11: UP (p=85.70%) [2025-10-09T00:02:42.249291] [INFO ] [FORECASTER] Completed predict_future for AMH [2025-10-09T00:02:42.249462] [INFO ] [sig ] AMH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:42.396263] [INFO ] [LOCAL ] Saved forecast: AMH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMH.txt [2025-10-09T00:02:42.396579] [WARN ] [sig ] [92/2211] Failed AMH after 0.3s | 4.49 sym/s | Total: 20.5s | ETA: 7.9m [2025-10-09T00:02:42.396687] [INFO ] [sig ] [93/2211] Forecasting AMN... [2025-10-09T00:02:42.396760] [INFO ] [sig ] Generating forecast for: AMN [2025-10-09T00:02:42.396834] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMN' from 'https://tdm.silogroup.org/data/derivative_storage/AMN.csv'. [2025-10-09T00:02:42.408754] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMN'. [2025-10-09T00:02:42.409448] [INFO ] [FORECASTER] Starting predict_future for AMN [2025-10-09T00:02:42.438177] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:42.439045] [DEBUG] [LOCAL ] No optimal features file found for AMN: ./output/feature-sets/AMN.txt [2025-10-09T00:02:42.439124] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:42.439195] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:42.439271] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:42.439371] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:42.457750] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:42.458352] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:42.458462] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:42.458533] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:42.497255] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:42.497479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:42.497530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:42.497565] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:42.501480] [DEBUG] [FORECASTER] AMN: Forecast T+1@11:T+2@11: DOWN (p=5.23%) [2025-10-09T00:02:42.501897] [INFO ] [FORECASTER] Completed predict_future for AMN [2025-10-09T00:02:42.502074] [INFO ] [sig ] AMN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:42.648411] [INFO ] [LOCAL ] Saved forecast: AMN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMN.txt [2025-10-09T00:02:42.648903] [WARN ] [sig ] [93/2211] Failed AMN after 0.3s | 4.48 sym/s | Total: 20.8s | ETA: 7.9m [2025-10-09T00:02:42.648984] [INFO ] [sig ] [94/2211] Forecasting AMP... [2025-10-09T00:02:42.649053] [INFO ] [sig ] Generating forecast for: AMP [2025-10-09T00:02:42.649126] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMP' from 'https://tdm.silogroup.org/data/derivative_storage/AMP.csv'. [2025-10-09T00:02:42.660098] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'AMP'. [2025-10-09T00:02:42.660419] [INFO ] [FORECASTER] Starting predict_future for AMP [2025-10-09T00:02:42.687439] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:42.688328] [DEBUG] [LOCAL ] No optimal features file found for AMP: ./output/feature-sets/AMP.txt [2025-10-09T00:02:42.688409] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:42.688483] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:42.688555] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:42.688721] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:42.707025] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:42.707707] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:42.707820] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:42.707890] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:42.745783] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:42.745887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:42.745929] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:42.745964] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:42.749230] [DEBUG] [FORECASTER] AMP: Forecast T+1@11:T+2@11: UP (p=72.20%) [2025-10-09T00:02:42.749531] [INFO ] [FORECASTER] Completed predict_future for AMP [2025-10-09T00:02:42.749700] [INFO ] [sig ] AMP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:42.898189] [INFO ] [LOCAL ] Saved forecast: AMP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMP.txt [2025-10-09T00:02:42.898486] [WARN ] [sig ] [94/2211] Failed AMP after 0.2s | 4.47 sym/s | Total: 21.0s | ETA: 7.9m [2025-10-09T00:02:42.898568] [INFO ] [sig ] [95/2211] Forecasting AMPX... [2025-10-09T00:02:42.898639] [INFO ] [sig ] Generating forecast for: AMPX [2025-10-09T00:02:42.898739] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMPX' from 'https://tdm.silogroup.org/data/derivative_storage/AMPX.csv'. [2025-10-09T00:02:42.909483] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMPX'. [2025-10-09T00:02:42.909923] [INFO ] [FORECASTER] Starting predict_future for AMPX [2025-10-09T00:02:42.936015] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:42.936901] [DEBUG] [LOCAL ] No optimal features file found for AMPX: ./output/feature-sets/AMPX.txt [2025-10-09T00:02:42.936982] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:42.937054] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:42.937122] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:42.937246] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:42.955896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:42.956568] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:42.956705] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:42.956778] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:42.999720] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:42.999930] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:42.999980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:43.000014] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:43.003725] [DEBUG] [FORECASTER] AMPX: Forecast T+1@11:T+2@11: UP (p=87.99%) [2025-10-09T00:02:43.004033] [INFO ] [FORECASTER] Completed predict_future for AMPX [2025-10-09T00:02:43.004178] [INFO ] [sig ] AMPX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:43.151398] [INFO ] [LOCAL ] Saved forecast: AMPX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMPX.txt [2025-10-09T00:02:43.151710] [WARN ] [sig ] [95/2211] Failed AMPX after 0.3s | 4.47 sym/s | Total: 21.3s | ETA: 7.9m [2025-10-09T00:02:43.151797] [INFO ] [sig ] [96/2211] Forecasting AMPY... [2025-10-09T00:02:43.151869] [INFO ] [sig ] Generating forecast for: AMPY [2025-10-09T00:02:43.151945] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMPY' from 'https://tdm.silogroup.org/data/derivative_storage/AMPY.csv'. [2025-10-09T00:02:43.162283] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMPY'. [2025-10-09T00:02:43.162684] [INFO ] [FORECASTER] Starting predict_future for AMPY [2025-10-09T00:02:43.189441] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:43.190335] [DEBUG] [LOCAL ] No optimal features file found for AMPY: ./output/feature-sets/AMPY.txt [2025-10-09T00:02:43.190418] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:43.190492] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:43.190562] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:43.190686] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:43.209164] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:43.209959] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:43.210076] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:43.210148] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:43.249747] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:43.249977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:43.250031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:43.250069] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:43.254224] [DEBUG] [FORECASTER] AMPY: Forecast T+1@11:T+2@11: DOWN (p=42.92%) [2025-10-09T00:02:43.254602] [INFO ] [FORECASTER] Completed predict_future for AMPY [2025-10-09T00:02:43.254809] [INFO ] [sig ] AMPY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:43.399944] [INFO ] [LOCAL ] Saved forecast: AMPY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMPY.txt [2025-10-09T00:02:43.400237] [WARN ] [sig ] [96/2211] Failed AMPY after 0.2s | 4.46 sym/s | Total: 21.5s | ETA: 7.9m [2025-10-09T00:02:43.400321] [INFO ] [sig ] [97/2211] Forecasting AMR... [2025-10-09T00:02:43.400392] [INFO ] [sig ] Generating forecast for: AMR [2025-10-09T00:02:43.400467] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMR' from 'https://tdm.silogroup.org/data/derivative_storage/AMR.csv'. [2025-10-09T00:02:43.411178] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMR'. [2025-10-09T00:02:43.411517] [INFO ] [FORECASTER] Starting predict_future for AMR [2025-10-09T00:02:43.436979] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:43.437773] [DEBUG] [LOCAL ] No optimal features file found for AMR: ./output/feature-sets/AMR.txt [2025-10-09T00:02:43.437852] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:43.437924] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:43.437993] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:43.438093] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:43.455861] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:43.456451] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:43.456558] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:43.456671] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:43.493867] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:43.494006] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:43.494049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:43.494084] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:43.497664] [DEBUG] [FORECASTER] AMR: Forecast T+1@11:T+2@11: UP (p=69.49%) [2025-10-09T00:02:43.497984] [INFO ] [FORECASTER] Completed predict_future for AMR [2025-10-09T00:02:43.498133] [INFO ] [sig ] AMR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:43.660114] [INFO ] [LOCAL ] Saved forecast: AMR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMR.txt [2025-10-09T00:02:43.660575] [WARN ] [sig ] [97/2211] Failed AMR after 0.3s | 4.46 sym/s | Total: 21.8s | ETA: 7.9m [2025-10-09T00:02:43.660744] [INFO ] [sig ] [98/2211] Forecasting AMRC... [2025-10-09T00:02:43.660821] [INFO ] [sig ] Generating forecast for: AMRC [2025-10-09T00:02:43.660898] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMRC' from 'https://tdm.silogroup.org/data/derivative_storage/AMRC.csv'. [2025-10-09T00:02:43.674630] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMRC'. [2025-10-09T00:02:43.675203] [INFO ] [FORECASTER] Starting predict_future for AMRC [2025-10-09T00:02:43.706798] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:43.707798] [DEBUG] [LOCAL ] No optimal features file found for AMRC: ./output/feature-sets/AMRC.txt [2025-10-09T00:02:43.707879] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:43.707951] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:43.708029] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:43.708163] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:43.726027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:43.726847] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:43.726958] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:43.727037] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:43.763189] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:43.763408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:43.763460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:43.763498] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:43.767445] [DEBUG] [FORECASTER] AMRC: Forecast T+1@11:T+2@11: DOWN (p=9.09%) [2025-10-09T00:02:43.767817] [INFO ] [FORECASTER] Completed predict_future for AMRC [2025-10-09T00:02:43.767992] [INFO ] [sig ] AMRC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:43.914166] [INFO ] [LOCAL ] Saved forecast: AMRC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMRC.txt [2025-10-09T00:02:43.914450] [WARN ] [sig ] [98/2211] Failed AMRC after 0.3s | 4.45 sym/s | Total: 22.0s | ETA: 7.9m [2025-10-09T00:02:43.914549] [INFO ] [sig ] [99/2211] Forecasting AMT... [2025-10-09T00:02:43.914631] [INFO ] [sig ] Generating forecast for: AMT [2025-10-09T00:02:43.914732] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMT' from 'https://tdm.silogroup.org/data/derivative_storage/AMT.csv'. [2025-10-09T00:02:43.925429] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMT'. [2025-10-09T00:02:43.925770] [INFO ] [FORECASTER] Starting predict_future for AMT [2025-10-09T00:02:43.952709] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:43.953526] [DEBUG] [LOCAL ] No optimal features file found for AMT: ./output/feature-sets/AMT.txt [2025-10-09T00:02:43.953608] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:43.953704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:43.953776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:43.953878] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:43.972575] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:43.973299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:43.973412] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:43.973484] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:44.013030] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:44.013251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:44.013304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:44.013363] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:44.017410] [DEBUG] [FORECASTER] AMT: Forecast T+1@11:T+2@11: DOWN (p=34.18%) [2025-10-09T00:02:44.017820] [INFO ] [FORECASTER] Completed predict_future for AMT [2025-10-09T00:02:44.017999] [INFO ] [sig ] AMT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:44.167026] [INFO ] [LOCAL ] Saved forecast: AMT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMT.txt [2025-10-09T00:02:44.167354] [WARN ] [sig ] [99/2211] Failed AMT after 0.3s | 4.44 sym/s | Total: 22.3s | ETA: 7.9m [2025-10-09T00:02:44.167442] [INFO ] [sig ] [100/2211] Forecasting AMTB... [2025-10-09T00:02:44.167514] [INFO ] [sig ] Generating forecast for: AMTB [2025-10-09T00:02:44.167609] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMTB' from 'https://tdm.silogroup.org/data/derivative_storage/AMTB.csv'. [2025-10-09T00:02:44.178481] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMTB'. [2025-10-09T00:02:44.178961] [INFO ] [FORECASTER] Starting predict_future for AMTB [2025-10-09T00:02:44.205267] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:44.206221] [DEBUG] [LOCAL ] No optimal features file found for AMTB: ./output/feature-sets/AMTB.txt [2025-10-09T00:02:44.206303] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:44.206376] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:44.206463] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:44.206705] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:44.225572] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:44.226588] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:44.226737] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:44.226824] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:44.266109] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:44.266322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:44.266374] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:44.266409] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:44.270353] [DEBUG] [FORECASTER] AMTB: Forecast T+1@11:T+2@11: UP (p=63.63%) [2025-10-09T00:02:44.270776] [INFO ] [FORECASTER] Completed predict_future for AMTB [2025-10-09T00:02:44.270960] [INFO ] [sig ] AMTB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:44.429453] [INFO ] [LOCAL ] Saved forecast: AMTB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMTB.txt [2025-10-09T00:02:44.429803] [WARN ] [sig ] [100/2211] Failed AMTB after 0.3s | 4.44 sym/s | Total: 22.5s | ETA: 7.9m [2025-10-09T00:02:44.429889] [INFO ] [sig ] [101/2211] Forecasting AMTD... [2025-10-09T00:02:44.429975] [INFO ] [sig ] Generating forecast for: AMTD [2025-10-09T00:02:44.430062] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMTD' from 'https://tdm.silogroup.org/data/derivative_storage/AMTD.csv'. [2025-10-09T00:02:44.440397] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMTD'. [2025-10-09T00:02:44.440902] [INFO ] [FORECASTER] Starting predict_future for AMTD [2025-10-09T00:02:44.467837] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:44.468752] [DEBUG] [LOCAL ] No optimal features file found for AMTD: ./output/feature-sets/AMTD.txt [2025-10-09T00:02:44.468833] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:44.468921] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:44.469004] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:44.469118] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:44.486874] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:44.487503] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:44.487612] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:44.487716] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:44.523798] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:44.524007] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:44.524058] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:44.524093] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:44.527950] [DEBUG] [FORECASTER] AMTD: Forecast T+1@11:T+2@11: UP (p=54.22%) [2025-10-09T00:02:44.528267] [INFO ] [FORECASTER] Completed predict_future for AMTD [2025-10-09T00:02:44.528422] [INFO ] [sig ] AMTD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:44.672789] [INFO ] [LOCAL ] Saved forecast: AMTD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMTD.txt [2025-10-09T00:02:44.673063] [WARN ] [sig ] [101/2211] Failed AMTD after 0.2s | 4.43 sym/s | Total: 22.8s | ETA: 7.9m [2025-10-09T00:02:44.673144] [INFO ] [sig ] [102/2211] Forecasting AMTM... [2025-10-09T00:02:44.673365] [INFO ] [sig ] Generating forecast for: AMTM [2025-10-09T00:02:44.673456] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMTM' from 'https://tdm.silogroup.org/data/derivative_storage/AMTM.csv'. [2025-10-09T00:02:44.685947] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMTM'. [2025-10-09T00:02:44.686326] [INFO ] [FORECASTER] Starting predict_future for AMTM [2025-10-09T00:02:44.712375] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:44.713280] [DEBUG] [LOCAL ] No optimal features file found for AMTM: ./output/feature-sets/AMTM.txt [2025-10-09T00:02:44.713363] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:44.713415] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:44.713478] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:44.713578] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:44.731153] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:44.732084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:44.732202] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:44.732273] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:44.769524] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:44.769777] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:44.769846] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:44.769885] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:44.773885] [DEBUG] [FORECASTER] AMTM: Forecast T+1@11:T+2@11: DOWN (p=4.71%) [2025-10-09T00:02:44.774274] [INFO ] [FORECASTER] Completed predict_future for AMTM [2025-10-09T00:02:44.774453] [INFO ] [sig ] AMTM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:44.925537] [INFO ] [LOCAL ] Saved forecast: AMTM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMTM.txt [2025-10-09T00:02:44.925878] [WARN ] [sig ] [102/2211] Failed AMTM after 0.3s | 4.43 sym/s | Total: 23.0s | ETA: 7.9m [2025-10-09T00:02:44.925961] [INFO ] [sig ] [103/2211] Forecasting AMWL... [2025-10-09T00:02:44.926032] [INFO ] [sig ] Generating forecast for: AMWL [2025-10-09T00:02:44.926106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMWL' from 'https://tdm.silogroup.org/data/derivative_storage/AMWL.csv'. [2025-10-09T00:02:44.937556] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMWL'. [2025-10-09T00:02:44.937989] [INFO ] [FORECASTER] Starting predict_future for AMWL [2025-10-09T00:02:44.964123] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:44.965081] [DEBUG] [LOCAL ] No optimal features file found for AMWL: ./output/feature-sets/AMWL.txt [2025-10-09T00:02:44.965165] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:44.965245] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:44.965320] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:44.965437] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:44.983312] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:44.984014] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:44.984130] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:44.984205] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:45.021538] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:45.021767] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:45.021832] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:45.021869] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:45.025568] [DEBUG] [FORECASTER] AMWL: Forecast T+1@11:T+2@11: DOWN (p=13.25%) [2025-10-09T00:02:45.025919] [INFO ] [FORECASTER] Completed predict_future for AMWL [2025-10-09T00:02:45.026076] [INFO ] [sig ] AMWL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:45.167389] [INFO ] [LOCAL ] Saved forecast: AMWL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AMWL.txt [2025-10-09T00:02:45.167639] [WARN ] [sig ] [103/2211] Failed AMWL after 0.2s | 4.42 sym/s | Total: 23.3s | ETA: 7.9m [2025-10-09T00:02:45.167733] [INFO ] [sig ] [104/2211] Forecasting AMX... [2025-10-09T00:02:45.167798] [INFO ] [sig ] Generating forecast for: AMX [2025-10-09T00:02:45.167871] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMX' from 'https://tdm.silogroup.org/data/derivative_storage/AMX.csv'. [2025-10-09T00:02:45.178054] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AMX'. [2025-10-09T00:02:45.178372] [INFO ] [FORECASTER] Starting predict_future for AMX [2025-10-09T00:02:45.203887] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:45.204700] [DEBUG] [LOCAL ] No optimal features file found for AMX: ./output/feature-sets/AMX.txt [2025-10-09T00:02:45.204782] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:45.204862] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:45.204936] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:45.205052] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:45.222586] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:45.223205] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:45.223317] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:45.223393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:45.259256] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:45.259357] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:45.259403] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:45.259436] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:45.262623] [DEBUG] [FORECASTER] AMX: Forecast T+1@11:T+2@11: UP (p=75.33%) [2025-10-09T00:02:45.262934] [INFO ] [FORECASTER] Completed predict_future for AMX [2025-10-09T00:02:45.263070] [INFO ] [sig ] AMX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:45.403291] [INFO ] [LOCAL ] Saved forecast: AMX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AMX.txt [2025-10-09T00:02:45.403593] [WARN ] [sig ] [104/2211] Failed AMX after 0.2s | 4.42 sym/s | Total: 23.5s | ETA: 7.9m [2025-10-09T00:02:45.403708] [INFO ] [sig ] [105/2211] Forecasting AN... [2025-10-09T00:02:45.403787] [INFO ] [sig ] Generating forecast for: AN [2025-10-09T00:02:45.403869] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AN' from 'https://tdm.silogroup.org/data/derivative_storage/AN.csv'. [2025-10-09T00:02:45.408448] [WARN ] [REMOTE ] Historical data not found for symbol 'AN' (404). [2025-10-09T00:02:45.408685] [FATAL] [sig ] AN: No historical data fetched. [2025-10-09T00:02:45.408785] [WARN ] [sig ] [105/2211] Failed AN after 0.0s | 4.46 sym/s | Total: 23.5s | ETA: 7.9m [2025-10-09T00:02:45.408862] [INFO ] [sig ] [106/2211] Forecasting ANET... [2025-10-09T00:02:45.408937] [INFO ] [sig ] Generating forecast for: ANET [2025-10-09T00:02:45.409006] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANET' from 'https://tdm.silogroup.org/data/derivative_storage/ANET.csv'. [2025-10-09T00:02:45.419620] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ANET'. [2025-10-09T00:02:45.420022] [INFO ] [FORECASTER] Starting predict_future for ANET [2025-10-09T00:02:45.446191] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:45.447098] [DEBUG] [LOCAL ] No optimal features file found for ANET: ./output/feature-sets/ANET.txt [2025-10-09T00:02:45.447180] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:45.447258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:45.447328] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:45.447440] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:45.465048] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:45.465766] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:45.465876] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:45.465946] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:45.502873] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:45.503074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:45.503124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:45.503159] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:45.506849] [DEBUG] [FORECASTER] ANET: Forecast T+1@11:T+2@11: DOWN (p=48.88%) [2025-10-09T00:02:45.507146] [INFO ] [FORECASTER] Completed predict_future for ANET [2025-10-09T00:02:45.507289] [INFO ] [sig ] ANET: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:45.648589] [INFO ] [LOCAL ] Saved forecast: ANET 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ANET.txt [2025-10-09T00:02:45.649107] [WARN ] [sig ] [106/2211] Failed ANET after 0.2s | 4.46 sym/s | Total: 23.8s | ETA: 7.9m [2025-10-09T00:02:45.649192] [INFO ] [sig ] [107/2211] Forecasting ANF... [2025-10-09T00:02:45.649289] [INFO ] [sig ] Generating forecast for: ANF [2025-10-09T00:02:45.649374] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANF' from 'https://tdm.silogroup.org/data/derivative_storage/ANF.csv'. [2025-10-09T00:02:45.659945] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ANF'. [2025-10-09T00:02:45.660314] [INFO ] [FORECASTER] Starting predict_future for ANF [2025-10-09T00:02:45.687384] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:45.688319] [DEBUG] [LOCAL ] No optimal features file found for ANF: ./output/feature-sets/ANF.txt [2025-10-09T00:02:45.688401] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:45.688473] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:45.688549] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:45.688741] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:45.706694] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:45.707757] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:45.707884] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:45.707962] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:45.740152] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:45.740374] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:45.740430] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:45.740466] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:45.744275] [DEBUG] [FORECASTER] ANF: Forecast T+1@11:T+2@11: DOWN (p=6.05%) [2025-10-09T00:02:45.744588] [INFO ] [FORECASTER] Completed predict_future for ANF [2025-10-09T00:02:45.744780] [INFO ] [sig ] ANF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:45.887845] [INFO ] [LOCAL ] Saved forecast: ANF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ANF.txt [2025-10-09T00:02:45.888149] [WARN ] [sig ] [107/2211] Failed ANF after 0.2s | 4.46 sym/s | Total: 24.0s | ETA: 7.9m [2025-10-09T00:02:45.888214] [INFO ] [sig ] [108/2211] Forecasting ANRO... [2025-10-09T00:02:45.888278] [INFO ] [sig ] Generating forecast for: ANRO [2025-10-09T00:02:45.888350] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANRO' from 'https://tdm.silogroup.org/data/derivative_storage/ANRO.csv'. [2025-10-09T00:02:45.898912] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ANRO'. [2025-10-09T00:02:45.899320] [INFO ] [FORECASTER] Starting predict_future for ANRO [2025-10-09T00:02:45.925037] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:45.925948] [DEBUG] [LOCAL ] No optimal features file found for ANRO: ./output/feature-sets/ANRO.txt [2025-10-09T00:02:45.926029] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:45.926110] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:45.926184] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:45.926297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:45.943815] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:45.944427] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:45.944537] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:45.944614] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:45.974094] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:45.974245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:45.974289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:45.974323] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:45.977782] [DEBUG] [FORECASTER] ANRO: Forecast T+1@11:T+2@11: DOWN (p=13.73%) [2025-10-09T00:02:45.978078] [INFO ] [FORECASTER] Completed predict_future for ANRO [2025-10-09T00:02:45.978218] [INFO ] [sig ] ANRO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:46.119587] [INFO ] [LOCAL ] Saved forecast: ANRO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ANRO.txt [2025-10-09T00:02:46.119908] [WARN ] [sig ] [108/2211] Failed ANRO after 0.2s | 4.46 sym/s | Total: 24.2s | ETA: 7.9m [2025-10-09T00:02:46.119990] [INFO ] [sig ] [109/2211] Forecasting ANVS... [2025-10-09T00:02:46.120068] [INFO ] [sig ] Generating forecast for: ANVS [2025-10-09T00:02:46.120147] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANVS' from 'https://tdm.silogroup.org/data/derivative_storage/ANVS.csv'. [2025-10-09T00:02:46.125103] [WARN ] [REMOTE ] Historical data not found for symbol 'ANVS' (404). [2025-10-09T00:02:46.125298] [FATAL] [sig ] ANVS: No historical data fetched. [2025-10-09T00:02:46.125411] [WARN ] [sig ] [109/2211] Failed ANVS after 0.0s | 4.50 sym/s | Total: 24.2s | ETA: 7.8m [2025-10-09T00:02:46.125489] [INFO ] [sig ] [110/2211] Forecasting AOD... [2025-10-09T00:02:46.125564] [INFO ] [sig ] Generating forecast for: AOD [2025-10-09T00:02:46.125660] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AOD' from 'https://tdm.silogroup.org/data/derivative_storage/AOD.csv'. [2025-10-09T00:02:46.129639] [WARN ] [REMOTE ] Historical data not found for symbol 'AOD' (404). [2025-10-09T00:02:46.129848] [FATAL] [sig ] AOD: No historical data fetched. [2025-10-09T00:02:46.129938] [WARN ] [sig ] [110/2211] Failed AOD after 0.0s | 4.54 sym/s | Total: 24.2s | ETA: 7.7m [2025-10-09T00:02:46.130016] [INFO ] [sig ] [111/2211] Forecasting AOMR... [2025-10-09T00:02:46.130091] [INFO ] [sig ] Generating forecast for: AOMR [2025-10-09T00:02:46.130165] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AOMR' from 'https://tdm.silogroup.org/data/derivative_storage/AOMR.csv'. [2025-10-09T00:02:46.139109] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AOMR'. [2025-10-09T00:02:46.139474] [INFO ] [FORECASTER] Starting predict_future for AOMR [2025-10-09T00:02:46.165835] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:46.166833] [DEBUG] [LOCAL ] No optimal features file found for AOMR: ./output/feature-sets/AOMR.txt [2025-10-09T00:02:46.166925] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:46.167006] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:46.167082] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:46.167188] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:46.190129] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:46.191403] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:46.191544] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:46.191630] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:46.222468] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:46.222705] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:46.222776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:46.222813] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:46.226495] [DEBUG] [FORECASTER] AOMR: Forecast T+1@11:T+2@11: DOWN (p=2.22%) [2025-10-09T00:02:46.226839] [INFO ] [FORECASTER] Completed predict_future for AOMR [2025-10-09T00:02:46.226993] [INFO ] [sig ] AOMR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:46.370834] [INFO ] [LOCAL ] Saved forecast: AOMR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AOMR.txt [2025-10-09T00:02:46.371121] [WARN ] [sig ] [111/2211] Failed AOMR after 0.2s | 4.53 sym/s | Total: 24.5s | ETA: 7.7m [2025-10-09T00:02:46.371206] [INFO ] [sig ] [112/2211] Forecasting AON... [2025-10-09T00:02:46.371283] [INFO ] [sig ] Generating forecast for: AON [2025-10-09T00:02:46.371362] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AON' from 'https://tdm.silogroup.org/data/derivative_storage/AON.csv'. [2025-10-09T00:02:46.377928] [WARN ] [REMOTE ] Historical data not found for symbol 'AON' (404). [2025-10-09T00:02:46.378142] [FATAL] [sig ] AON: No historical data fetched. [2025-10-09T00:02:46.378236] [WARN ] [sig ] [112/2211] Failed AON after 0.0s | 4.57 sym/s | Total: 24.5s | ETA: 7.6m [2025-10-09T00:02:46.378308] [INFO ] [sig ] [113/2211] Forecasting AORT... [2025-10-09T00:02:46.378378] [INFO ] [sig ] Generating forecast for: AORT [2025-10-09T00:02:46.378462] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AORT' from 'https://tdm.silogroup.org/data/derivative_storage/AORT.csv'. [2025-10-09T00:02:46.387988] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AORT'. [2025-10-09T00:02:46.388372] [INFO ] [FORECASTER] Starting predict_future for AORT [2025-10-09T00:02:46.414293] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:46.415229] [DEBUG] [LOCAL ] No optimal features file found for AORT: ./output/feature-sets/AORT.txt [2025-10-09T00:02:46.415312] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:46.415385] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:46.415460] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:46.415566] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:46.433441] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:46.434319] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:46.434437] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:46.434513] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:46.460184] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:46.460282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:46.460322] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:46.460355] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:46.463496] [DEBUG] [FORECASTER] AORT: Forecast T+1@11:T+2@11: DOWN (p=5.48%) [2025-10-09T00:02:46.463857] [INFO ] [FORECASTER] Completed predict_future for AORT [2025-10-09T00:02:46.464007] [INFO ] [sig ] AORT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:46.607558] [INFO ] [LOCAL ] Saved forecast: AORT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AORT.txt [2025-10-09T00:02:46.607824] [WARN ] [sig ] [113/2211] Failed AORT after 0.2s | 4.57 sym/s | Total: 24.7s | ETA: 7.6m [2025-10-09T00:02:46.607904] [INFO ] [sig ] [114/2211] Forecasting AOS... [2025-10-09T00:02:46.607980] [INFO ] [sig ] Generating forecast for: AOS [2025-10-09T00:02:46.608056] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AOS' from 'https://tdm.silogroup.org/data/derivative_storage/AOS.csv'. [2025-10-09T00:02:46.612844] [WARN ] [REMOTE ] Historical data not found for symbol 'AOS' (404). [2025-10-09T00:02:46.613043] [FATAL] [sig ] AOS: No historical data fetched. [2025-10-09T00:02:46.613139] [WARN ] [sig ] [114/2211] Failed AOS after 0.0s | 4.61 sym/s | Total: 24.7s | ETA: 7.6m [2025-10-09T00:02:46.613219] [INFO ] [sig ] [115/2211] Forecasting AP... [2025-10-09T00:02:46.613294] [INFO ] [sig ] Generating forecast for: AP [2025-10-09T00:02:46.613369] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AP' from 'https://tdm.silogroup.org/data/derivative_storage/AP.csv'. [2025-10-09T00:02:46.622379] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AP'. [2025-10-09T00:02:46.622732] [INFO ] [FORECASTER] Starting predict_future for AP [2025-10-09T00:02:46.648829] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:46.649639] [DEBUG] [LOCAL ] No optimal features file found for AP: ./output/feature-sets/AP.txt [2025-10-09T00:02:46.649743] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:46.649822] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:46.649897] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:46.650002] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:46.668268] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:46.668934] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:46.669043] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:46.669119] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:46.696243] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:46.696356] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:46.696398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:46.696430] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:46.699592] [DEBUG] [FORECASTER] AP: Forecast T+1@11:T+2@11: DOWN (p=25.97%) [2025-10-09T00:02:46.699911] [INFO ] [FORECASTER] Completed predict_future for AP [2025-10-09T00:02:46.700055] [INFO ] [sig ] AP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:46.844219] [INFO ] [LOCAL ] Saved forecast: AP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AP.txt [2025-10-09T00:02:46.844546] [WARN ] [sig ] [115/2211] Failed AP after 0.2s | 4.61 sym/s | Total: 25.0s | ETA: 7.6m [2025-10-09T00:02:46.844630] [INFO ] [sig ] [116/2211] Forecasting APAM... [2025-10-09T00:02:46.844713] [INFO ] [sig ] Generating forecast for: APAM [2025-10-09T00:02:46.844791] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APAM' from 'https://tdm.silogroup.org/data/derivative_storage/APAM.csv'. [2025-10-09T00:02:46.855711] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APAM'. [2025-10-09T00:02:46.856022] [INFO ] [FORECASTER] Starting predict_future for APAM [2025-10-09T00:02:46.882250] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:46.883098] [DEBUG] [LOCAL ] No optimal features file found for APAM: ./output/feature-sets/APAM.txt [2025-10-09T00:02:46.883179] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:46.883230] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:46.883292] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:46.883395] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:46.901885] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:46.902529] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:46.902663] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:46.902737] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:46.938770] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:46.938867] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:46.938908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:46.938942] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:46.942161] [DEBUG] [FORECASTER] APAM: Forecast T+1@11:T+2@11: DOWN (p=33.52%) [2025-10-09T00:02:46.942450] [INFO ] [FORECASTER] Completed predict_future for APAM [2025-10-09T00:02:46.942597] [INFO ] [sig ] APAM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:47.086050] [INFO ] [LOCAL ] Saved forecast: APAM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/APAM.txt [2025-10-09T00:02:47.086300] [WARN ] [sig ] [116/2211] Failed APAM after 0.2s | 4.60 sym/s | Total: 25.2s | ETA: 7.6m [2025-10-09T00:02:47.086378] [INFO ] [sig ] [117/2211] Forecasting APD... [2025-10-09T00:02:47.086448] [INFO ] [sig ] Generating forecast for: APD [2025-10-09T00:02:47.086522] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APD' from 'https://tdm.silogroup.org/data/derivative_storage/APD.csv'. [2025-10-09T00:02:47.097229] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APD'. [2025-10-09T00:02:47.097604] [INFO ] [FORECASTER] Starting predict_future for APD [2025-10-09T00:02:47.123603] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:47.124395] [DEBUG] [LOCAL ] No optimal features file found for APD: ./output/feature-sets/APD.txt [2025-10-09T00:02:47.124475] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:47.124562] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:47.124632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:47.124754] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:47.142619] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:47.143228] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:47.143334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:47.143384] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:47.181175] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:47.181275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:47.181316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:47.181350] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:47.184604] [DEBUG] [FORECASTER] APD: Forecast T+1@11:T+2@11: UP (p=96.04%) [2025-10-09T00:02:47.184919] [INFO ] [FORECASTER] Completed predict_future for APD [2025-10-09T00:02:47.185070] [INFO ] [sig ] APD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:47.327202] [INFO ] [LOCAL ] Saved forecast: APD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/APD.txt [2025-10-09T00:02:47.327443] [WARN ] [sig ] [117/2211] Failed APD after 0.2s | 4.60 sym/s | Total: 25.4s | ETA: 7.6m [2025-10-09T00:02:47.327526] [INFO ] [sig ] [118/2211] Forecasting APG... [2025-10-09T00:02:47.327601] [INFO ] [sig ] Generating forecast for: APG [2025-10-09T00:02:47.327697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APG' from 'https://tdm.silogroup.org/data/derivative_storage/APG.csv'. [2025-10-09T00:02:47.338079] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APG'. [2025-10-09T00:02:47.338366] [INFO ] [FORECASTER] Starting predict_future for APG [2025-10-09T00:02:47.364901] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:47.365805] [DEBUG] [LOCAL ] No optimal features file found for APG: ./output/feature-sets/APG.txt [2025-10-09T00:02:47.365906] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:47.365985] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:47.366056] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:47.366159] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:47.384723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:47.385333] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:47.385446] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:47.385518] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:47.423796] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:47.423917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:47.423959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:47.423992] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:47.427343] [DEBUG] [FORECASTER] APG: Forecast T+1@11:T+2@11: DOWN (p=24.67%) [2025-10-09T00:02:47.427639] [INFO ] [FORECASTER] Completed predict_future for APG [2025-10-09T00:02:47.427825] [INFO ] [sig ] APG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:47.572386] [INFO ] [LOCAL ] Saved forecast: APG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/APG.txt [2025-10-09T00:02:47.572635] [WARN ] [sig ] [118/2211] Failed APG after 0.2s | 4.59 sym/s | Total: 25.7s | ETA: 7.6m [2025-10-09T00:02:47.572735] [INFO ] [sig ] [119/2211] Forecasting APH... [2025-10-09T00:02:47.572804] [INFO ] [sig ] Generating forecast for: APH [2025-10-09T00:02:47.572877] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APH' from 'https://tdm.silogroup.org/data/derivative_storage/APH.csv'. [2025-10-09T00:02:47.583608] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APH'. [2025-10-09T00:02:47.583934] [INFO ] [FORECASTER] Starting predict_future for APH [2025-10-09T00:02:47.609555] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:47.610386] [DEBUG] [LOCAL ] No optimal features file found for APH: ./output/feature-sets/APH.txt [2025-10-09T00:02:47.610468] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:47.610541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:47.610610] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:47.610733] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:47.628421] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:47.629056] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:47.629163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:47.629255] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:47.665793] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:47.665892] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:47.665933] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:47.665967] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:47.669149] [DEBUG] [FORECASTER] APH: Forecast T+1@11:T+2@11: UP (p=79.54%) [2025-10-09T00:02:47.669474] [INFO ] [FORECASTER] Completed predict_future for APH [2025-10-09T00:02:47.669625] [INFO ] [sig ] APH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:47.812355] [INFO ] [LOCAL ] Saved forecast: APH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/APH.txt [2025-10-09T00:02:47.812604] [WARN ] [sig ] [119/2211] Failed APH after 0.2s | 4.59 sym/s | Total: 25.9s | ETA: 7.6m [2025-10-09T00:02:47.812704] [INFO ] [sig ] [120/2211] Forecasting APLE... [2025-10-09T00:02:47.812775] [INFO ] [sig ] Generating forecast for: APLE [2025-10-09T00:02:47.812847] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APLE' from 'https://tdm.silogroup.org/data/derivative_storage/APLE.csv'. [2025-10-09T00:02:47.823742] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APLE'. [2025-10-09T00:02:47.824034] [INFO ] [FORECASTER] Starting predict_future for APLE [2025-10-09T00:02:47.849839] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:47.850617] [DEBUG] [LOCAL ] No optimal features file found for APLE: ./output/feature-sets/APLE.txt [2025-10-09T00:02:47.850735] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:47.850807] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:47.850876] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:47.850974] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:47.869465] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:47.870100] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:47.870207] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:47.870277] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:47.909686] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:47.909815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:47.909859] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:47.909893] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:47.913353] [DEBUG] [FORECASTER] APLE: Forecast T+1@11:T+2@11: UP (p=71.34%) [2025-10-09T00:02:47.913679] [INFO ] [FORECASTER] Completed predict_future for APLE [2025-10-09T00:02:47.913847] [INFO ] [sig ] APLE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:48.055049] [INFO ] [LOCAL ] Saved forecast: APLE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/APLE.txt [2025-10-09T00:02:48.055301] [WARN ] [sig ] [120/2211] Failed APLE after 0.2s | 4.59 sym/s | Total: 26.2s | ETA: 7.6m [2025-10-09T00:02:48.055380] [INFO ] [sig ] [121/2211] Forecasting APO... [2025-10-09T00:02:48.055451] [INFO ] [sig ] Generating forecast for: APO [2025-10-09T00:02:48.055525] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APO' from 'https://tdm.silogroup.org/data/derivative_storage/APO.csv'. [2025-10-09T00:02:48.065976] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APO'. [2025-10-09T00:02:48.066302] [INFO ] [FORECASTER] Starting predict_future for APO [2025-10-09T00:02:48.092546] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:48.093347] [DEBUG] [LOCAL ] No optimal features file found for APO: ./output/feature-sets/APO.txt [2025-10-09T00:02:48.093429] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:48.093504] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:48.093573] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:48.093699] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:48.111455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:48.112079] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:48.112184] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:48.112253] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:48.150622] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:48.150760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:48.150807] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:48.150841] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:48.154160] [DEBUG] [FORECASTER] APO: Forecast T+1@11:T+2@11: UP (p=55.72%) [2025-10-09T00:02:48.154453] [INFO ] [FORECASTER] Completed predict_future for APO [2025-10-09T00:02:48.154596] [INFO ] [sig ] APO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:48.295490] [INFO ] [LOCAL ] Saved forecast: APO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/APO.txt [2025-10-09T00:02:48.295781] [WARN ] [sig ] [121/2211] Failed APO after 0.2s | 4.58 sym/s | Total: 26.4s | ETA: 7.6m [2025-10-09T00:02:48.295870] [INFO ] [sig ] [122/2211] Forecasting APOS... [2025-10-09T00:02:48.295940] [INFO ] [sig ] Generating forecast for: APOS [2025-10-09T00:02:48.296012] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APOS' from 'https://tdm.silogroup.org/data/derivative_storage/APOS.csv'. [2025-10-09T00:02:48.306188] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APOS'. [2025-10-09T00:02:48.306580] [INFO ] [FORECASTER] Starting predict_future for APOS [2025-10-09T00:02:48.332372] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:48.333219] [DEBUG] [LOCAL ] No optimal features file found for APOS: ./output/feature-sets/APOS.txt [2025-10-09T00:02:48.333299] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:48.333372] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:48.333440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:48.333540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:48.355210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:48.356280] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:48.356404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:48.356475] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:48.393927] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:48.394181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:48.394234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:48.394269] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:48.398208] [DEBUG] [FORECASTER] APOS: Forecast T+1@11:T+2@11: UP (p=61.35%) [2025-10-09T00:02:48.398562] [INFO ] [FORECASTER] Completed predict_future for APOS [2025-10-09T00:02:48.398757] [INFO ] [sig ] APOS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:48.546296] [INFO ] [LOCAL ] Saved forecast: APOS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/APOS.txt [2025-10-09T00:02:48.546581] [WARN ] [sig ] [122/2211] Failed APOS after 0.3s | 4.58 sym/s | Total: 26.7s | ETA: 7.6m [2025-10-09T00:02:48.546689] [INFO ] [sig ] [123/2211] Forecasting APTV... [2025-10-09T00:02:48.546760] [INFO ] [sig ] Generating forecast for: APTV [2025-10-09T00:02:48.546834] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APTV' from 'https://tdm.silogroup.org/data/derivative_storage/APTV.csv'. [2025-10-09T00:02:48.557606] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'APTV'. [2025-10-09T00:02:48.557963] [INFO ] [FORECASTER] Starting predict_future for APTV [2025-10-09T00:02:48.584853] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:48.585770] [DEBUG] [LOCAL ] No optimal features file found for APTV: ./output/feature-sets/APTV.txt [2025-10-09T00:02:48.585852] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:48.585927] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:48.585997] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:48.586099] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:48.604885] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:48.605805] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:48.605920] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:48.605993] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:48.643955] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:48.644131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:48.644179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:48.644213] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:48.647800] [DEBUG] [FORECASTER] APTV: Forecast T+1@11:T+2@11: UP (p=56.67%) [2025-10-09T00:02:48.648098] [INFO ] [FORECASTER] Completed predict_future for APTV [2025-10-09T00:02:48.648243] [INFO ] [sig ] APTV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:48.791848] [INFO ] [LOCAL ] Saved forecast: APTV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/APTV.txt [2025-10-09T00:02:48.792180] [WARN ] [sig ] [123/2211] Failed APTV after 0.2s | 4.57 sym/s | Total: 26.9s | ETA: 7.6m [2025-10-09T00:02:48.792262] [INFO ] [sig ] [124/2211] Forecasting AQN... [2025-10-09T00:02:48.792332] [INFO ] [sig ] Generating forecast for: AQN [2025-10-09T00:02:48.792406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AQN' from 'https://tdm.silogroup.org/data/derivative_storage/AQN.csv'. [2025-10-09T00:02:48.803076] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AQN'. [2025-10-09T00:02:48.803622] [INFO ] [FORECASTER] Starting predict_future for AQN [2025-10-09T00:02:48.831805] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:48.832779] [DEBUG] [LOCAL ] No optimal features file found for AQN: ./output/feature-sets/AQN.txt [2025-10-09T00:02:48.832861] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:48.832936] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:48.833075] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:48.833199] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:48.853427] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:48.854524] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:48.854675] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:48.854750] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:48.885375] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:48.885599] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:48.885680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:48.885752] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:48.890265] [DEBUG] [FORECASTER] AQN: Forecast T+1@11:T+2@11: DOWN (p=11.13%) [2025-10-09T00:02:48.890692] [INFO ] [FORECASTER] Completed predict_future for AQN [2025-10-09T00:02:48.890885] [INFO ] [sig ] AQN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:49.091402] [INFO ] [LOCAL ] Saved forecast: AQN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AQN.txt [2025-10-09T00:02:49.091882] [WARN ] [sig ] [124/2211] Failed AQN after 0.3s | 4.56 sym/s | Total: 27.2s | ETA: 7.6m [2025-10-09T00:02:49.091981] [INFO ] [sig ] [125/2211] Forecasting AQNB... [2025-10-09T00:02:49.092055] [INFO ] [sig ] Generating forecast for: AQNB [2025-10-09T00:02:49.092130] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AQNB' from 'https://tdm.silogroup.org/data/derivative_storage/AQNB.csv'. [2025-10-09T00:02:49.108357] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AQNB'. [2025-10-09T00:02:49.109071] [INFO ] [FORECASTER] Starting predict_future for AQNB [2025-10-09T00:02:49.149556] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:49.150571] [DEBUG] [LOCAL ] No optimal features file found for AQNB: ./output/feature-sets/AQNB.txt [2025-10-09T00:02:49.150692] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:49.150768] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:49.150813] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:49.150908] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:49.171418] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:49.172561] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:49.172743] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:49.172816] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:49.214254] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:49.214516] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:49.214593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:49.214687] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:49.219940] [DEBUG] [FORECASTER] AQNB: Forecast T+1@11:T+2@11: DOWN (p=2.13%) [2025-10-09T00:02:49.220425] [INFO ] [FORECASTER] Completed predict_future for AQNB [2025-10-09T00:02:49.220607] [INFO ] [sig ] AQNB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:49.440698] [INFO ] [LOCAL ] Saved forecast: AQNB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AQNB.txt [2025-10-09T00:02:49.441147] [WARN ] [sig ] [125/2211] Failed AQNB after 0.3s | 4.54 sym/s | Total: 27.6s | ETA: 7.7m [2025-10-09T00:02:49.441260] [INFO ] [sig ] [126/2211] Forecasting AR... [2025-10-09T00:02:49.441329] [INFO ] [sig ] Generating forecast for: AR [2025-10-09T00:02:49.441425] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AR' from 'https://tdm.silogroup.org/data/derivative_storage/AR.csv'. [2025-10-09T00:02:49.464186] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AR'. [2025-10-09T00:02:49.466012] [INFO ] [FORECASTER] Starting predict_future for AR [2025-10-09T00:02:49.504254] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:49.505680] [DEBUG] [LOCAL ] No optimal features file found for AR: ./output/feature-sets/AR.txt [2025-10-09T00:02:49.505794] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:49.505868] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:49.505938] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:49.506038] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:49.529634] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:49.530770] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:49.530924] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:49.531019] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:49.588711] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:49.588969] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:49.589039] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:49.589089] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:49.595297] [DEBUG] [FORECASTER] AR: Forecast T+1@11:T+2@11: DOWN (p=15.05%) [2025-10-09T00:02:49.595971] [INFO ] [FORECASTER] Completed predict_future for AR [2025-10-09T00:02:49.596229] [INFO ] [sig ] AR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:49.843766] [INFO ] [LOCAL ] Saved forecast: AR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AR.txt [2025-10-09T00:02:49.844194] [WARN ] [sig ] [126/2211] Failed AR after 0.4s | 4.51 sym/s | Total: 28.0s | ETA: 7.7m [2025-10-09T00:02:49.844301] [INFO ] [sig ] [127/2211] Forecasting ARCO... [2025-10-09T00:02:49.844393] [INFO ] [sig ] Generating forecast for: ARCO [2025-10-09T00:02:49.844486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARCO' from 'https://tdm.silogroup.org/data/derivative_storage/ARCO.csv'. [2025-10-09T00:02:49.850865] [WARN ] [REMOTE ] Historical data not found for symbol 'ARCO' (404). [2025-10-09T00:02:49.851189] [FATAL] [sig ] ARCO: No historical data fetched. [2025-10-09T00:02:49.851295] [WARN ] [sig ] [127/2211] Failed ARCO after 0.0s | 4.54 sym/s | Total: 28.0s | ETA: 7.6m [2025-10-09T00:02:49.851374] [INFO ] [sig ] [128/2211] Forecasting ARDC... [2025-10-09T00:02:49.851447] [INFO ] [sig ] Generating forecast for: ARDC [2025-10-09T00:02:49.851521] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARDC' from 'https://tdm.silogroup.org/data/derivative_storage/ARDC.csv'. [2025-10-09T00:02:49.862127] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARDC'. [2025-10-09T00:02:49.862665] [INFO ] [FORECASTER] Starting predict_future for ARDC [2025-10-09T00:02:49.894008] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:49.895048] [DEBUG] [LOCAL ] No optimal features file found for ARDC: ./output/feature-sets/ARDC.txt [2025-10-09T00:02:49.895138] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:49.895214] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:49.895288] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:49.895392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:49.917600] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:49.918776] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:49.918900] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:49.918986] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:49.964961] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:49.965428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:49.965533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:49.965611] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:49.970518] [DEBUG] [FORECASTER] ARDC: Forecast T+1@11:T+2@11: DOWN (p=11.45%) [2025-10-09T00:02:49.971039] [INFO ] [FORECASTER] Completed predict_future for ARDC [2025-10-09T00:02:49.971241] [INFO ] [sig ] ARDC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:50.154679] [INFO ] [LOCAL ] Saved forecast: ARDC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ARDC.txt [2025-10-09T00:02:50.155048] [WARN ] [sig ] [128/2211] Failed ARDC after 0.3s | 4.53 sym/s | Total: 28.3s | ETA: 7.7m [2025-10-09T00:02:50.155157] [INFO ] [sig ] [129/2211] Forecasting ARDT... [2025-10-09T00:02:50.155242] [INFO ] [sig ] Generating forecast for: ARDT [2025-10-09T00:02:50.155327] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARDT' from 'https://tdm.silogroup.org/data/derivative_storage/ARDT.csv'. [2025-10-09T00:02:50.167131] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARDT'. [2025-10-09T00:02:50.167552] [INFO ] [FORECASTER] Starting predict_future for ARDT [2025-10-09T00:02:50.194396] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:50.195264] [DEBUG] [LOCAL ] No optimal features file found for ARDT: ./output/feature-sets/ARDT.txt [2025-10-09T00:02:50.195345] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:50.195422] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:50.195491] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:50.195593] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:50.213589] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:50.214270] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:50.214385] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:50.214431] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:50.256089] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:50.256285] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:50.256337] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:50.256373] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:50.260172] [DEBUG] [FORECASTER] ARDT: Forecast T+1@11:T+2@11: UP (p=95.41%) [2025-10-09T00:02:50.260490] [INFO ] [FORECASTER] Completed predict_future for ARDT [2025-10-09T00:02:50.260676] [INFO ] [sig ] ARDT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:50.418226] [INFO ] [LOCAL ] Saved forecast: ARDT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ARDT.txt [2025-10-09T00:02:50.418532] [WARN ] [sig ] [129/2211] Failed ARDT after 0.3s | 4.52 sym/s | Total: 28.5s | ETA: 7.7m [2025-10-09T00:02:50.418614] [INFO ] [sig ] [130/2211] Forecasting ARE... [2025-10-09T00:02:50.418799] [INFO ] [sig ] Generating forecast for: ARE [2025-10-09T00:02:50.418887] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARE' from 'https://tdm.silogroup.org/data/derivative_storage/ARE.csv'. [2025-10-09T00:02:50.429438] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARE'. [2025-10-09T00:02:50.429884] [INFO ] [FORECASTER] Starting predict_future for ARE [2025-10-09T00:02:50.455694] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:50.456575] [DEBUG] [LOCAL ] No optimal features file found for ARE: ./output/feature-sets/ARE.txt [2025-10-09T00:02:50.456679] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:50.456770] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:50.456839] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:50.456938] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:50.474279] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:50.474953] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:50.475064] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:50.475134] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:50.512863] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:50.513040] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:50.513087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:50.513120] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:50.516685] [DEBUG] [FORECASTER] ARE: Forecast T+1@11:T+2@11: DOWN (p=49.39%) [2025-10-09T00:02:50.517002] [INFO ] [FORECASTER] Completed predict_future for ARE [2025-10-09T00:02:50.517157] [INFO ] [sig ] ARE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:50.656905] [INFO ] [LOCAL ] Saved forecast: ARE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ARE.txt [2025-10-09T00:02:50.657175] [WARN ] [sig ] [130/2211] Failed ARE after 0.2s | 4.52 sym/s | Total: 28.8s | ETA: 7.7m [2025-10-09T00:02:50.657255] [INFO ] [sig ] [131/2211] Forecasting ARES... [2025-10-09T00:02:50.657325] [INFO ] [sig ] Generating forecast for: ARES [2025-10-09T00:02:50.657401] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARES' from 'https://tdm.silogroup.org/data/derivative_storage/ARES.csv'. [2025-10-09T00:02:50.667713] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARES'. [2025-10-09T00:02:50.668098] [INFO ] [FORECASTER] Starting predict_future for ARES [2025-10-09T00:02:50.693733] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:50.694545] [DEBUG] [LOCAL ] No optimal features file found for ARES: ./output/feature-sets/ARES.txt [2025-10-09T00:02:50.694624] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:50.694723] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:50.694792] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:50.694898] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:50.713095] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:50.713938] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:50.714055] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:50.714126] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:50.752172] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:50.752348] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:50.752401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:50.752437] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:50.755917] [DEBUG] [FORECASTER] ARES: Forecast T+1@11:T+2@11: UP (p=94.67%) [2025-10-09T00:02:50.756213] [INFO ] [FORECASTER] Completed predict_future for ARES [2025-10-09T00:02:50.756364] [INFO ] [sig ] ARES: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:50.897628] [INFO ] [LOCAL ] Saved forecast: ARES 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ARES.txt [2025-10-09T00:02:50.897930] [WARN ] [sig ] [131/2211] Failed ARES after 0.2s | 4.52 sym/s | Total: 29.0s | ETA: 7.7m [2025-10-09T00:02:50.898012] [INFO ] [sig ] [132/2211] Forecasting ARI... [2025-10-09T00:02:50.898083] [INFO ] [sig ] Generating forecast for: ARI [2025-10-09T00:02:50.898156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARI' from 'https://tdm.silogroup.org/data/derivative_storage/ARI.csv'. [2025-10-09T00:02:50.908367] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARI'. [2025-10-09T00:02:50.908774] [INFO ] [FORECASTER] Starting predict_future for ARI [2025-10-09T00:02:50.934393] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:50.935205] [DEBUG] [LOCAL ] No optimal features file found for ARI: ./output/feature-sets/ARI.txt [2025-10-09T00:02:50.935284] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:50.935355] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:50.935424] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:50.935524] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:50.953469] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:50.954272] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:50.954387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:50.954457] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:50.993285] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:50.993473] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:50.993520] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:50.993553] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:50.997186] [DEBUG] [FORECASTER] ARI: Forecast T+1@11:T+2@11: DOWN (p=21.33%) [2025-10-09T00:02:50.997489] [INFO ] [FORECASTER] Completed predict_future for ARI [2025-10-09T00:02:50.997713] [INFO ] [sig ] ARI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:51.139356] [INFO ] [LOCAL ] Saved forecast: ARI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ARI.txt [2025-10-09T00:02:51.139638] [WARN ] [sig ] [132/2211] Failed ARI after 0.2s | 4.51 sym/s | Total: 29.3s | ETA: 7.7m [2025-10-09T00:02:51.139740] [INFO ] [sig ] [133/2211] Forecasting ARIS... [2025-10-09T00:02:51.139812] [INFO ] [sig ] Generating forecast for: ARIS [2025-10-09T00:02:51.139886] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARIS' from 'https://tdm.silogroup.org/data/derivative_storage/ARIS.csv'. [2025-10-09T00:02:51.151495] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARIS'. [2025-10-09T00:02:51.152018] [INFO ] [FORECASTER] Starting predict_future for ARIS [2025-10-09T00:02:51.179464] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:51.180399] [DEBUG] [LOCAL ] No optimal features file found for ARIS: ./output/feature-sets/ARIS.txt [2025-10-09T00:02:51.180482] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:51.180562] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:51.180632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:51.180756] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:51.201257] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:51.202047] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:51.202161] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:51.202233] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:51.241858] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:51.242009] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:51.242054] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:51.242090] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:51.245563] [DEBUG] [FORECASTER] ARIS: Forecast T+1@11:T+2@11: UP (p=64.77%) [2025-10-09T00:02:51.245966] [INFO ] [FORECASTER] Completed predict_future for ARIS [2025-10-09T00:02:51.246131] [INFO ] [sig ] ARIS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:51.399966] [INFO ] [LOCAL ] Saved forecast: ARIS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ARIS.txt [2025-10-09T00:02:51.400260] [WARN ] [sig ] [133/2211] Failed ARIS after 0.3s | 4.51 sym/s | Total: 29.5s | ETA: 7.7m [2025-10-09T00:02:51.400341] [INFO ] [sig ] [134/2211] Forecasting ARLO... [2025-10-09T00:02:51.400412] [INFO ] [sig ] Generating forecast for: ARLO [2025-10-09T00:02:51.400499] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARLO' from 'https://tdm.silogroup.org/data/derivative_storage/ARLO.csv'. [2025-10-09T00:02:51.406015] [WARN ] [REMOTE ] Historical data not found for symbol 'ARLO' (404). [2025-10-09T00:02:51.406355] [FATAL] [sig ] ARLO: No historical data fetched. [2025-10-09T00:02:51.406481] [WARN ] [sig ] [134/2211] Failed ARLO after 0.0s | 4.54 sym/s | Total: 29.5s | ETA: 7.6m [2025-10-09T00:02:51.406573] [INFO ] [sig ] [135/2211] Forecasting ARMK... [2025-10-09T00:02:51.406693] [INFO ] [sig ] Generating forecast for: ARMK [2025-10-09T00:02:51.406779] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARMK' from 'https://tdm.silogroup.org/data/derivative_storage/ARMK.csv'. [2025-10-09T00:02:51.418245] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARMK'. [2025-10-09T00:02:51.418777] [INFO ] [FORECASTER] Starting predict_future for ARMK [2025-10-09T00:02:51.445199] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:51.446124] [DEBUG] [LOCAL ] No optimal features file found for ARMK: ./output/feature-sets/ARMK.txt [2025-10-09T00:02:51.446206] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:51.446279] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:51.446348] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:51.446445] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:51.464204] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:51.465175] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:51.465297] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:51.465368] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:51.505477] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:51.505714] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:51.505783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:51.505821] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:51.509687] [DEBUG] [FORECASTER] ARMK: Forecast T+1@11:T+2@11: DOWN (p=49.82%) [2025-10-09T00:02:51.510083] [INFO ] [FORECASTER] Completed predict_future for ARMK [2025-10-09T00:02:51.510255] [INFO ] [sig ] ARMK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:51.650097] [INFO ] [LOCAL ] Saved forecast: ARMK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ARMK.txt [2025-10-09T00:02:51.650368] [WARN ] [sig ] [135/2211] Failed ARMK after 0.2s | 4.54 sym/s | Total: 29.8s | ETA: 7.6m [2025-10-09T00:02:51.650448] [INFO ] [sig ] [136/2211] Forecasting AROC... [2025-10-09T00:02:51.650518] [INFO ] [sig ] Generating forecast for: AROC [2025-10-09T00:02:51.650590] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AROC' from 'https://tdm.silogroup.org/data/derivative_storage/AROC.csv'. [2025-10-09T00:02:51.661112] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AROC'. [2025-10-09T00:02:51.661475] [INFO ] [FORECASTER] Starting predict_future for AROC [2025-10-09T00:02:51.687144] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:51.688001] [DEBUG] [LOCAL ] No optimal features file found for AROC: ./output/feature-sets/AROC.txt [2025-10-09T00:02:51.688080] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:51.688171] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:51.688239] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:51.688339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:51.705741] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:51.706376] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:51.706483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:51.706564] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:51.744826] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:51.744944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:51.744985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:51.745017] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:51.748234] [DEBUG] [FORECASTER] AROC: Forecast T+1@11:T+2@11: DOWN (p=1.11%) [2025-10-09T00:02:51.748522] [INFO ] [FORECASTER] Completed predict_future for AROC [2025-10-09T00:02:51.748691] [INFO ] [sig ] AROC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:51.890735] [INFO ] [LOCAL ] Saved forecast: AROC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AROC.txt [2025-10-09T00:02:51.891010] [WARN ] [sig ] [136/2211] Failed AROC after 0.2s | 4.53 sym/s | Total: 30.0s | ETA: 7.6m [2025-10-09T00:02:51.891090] [INFO ] [sig ] [137/2211] Forecasting ARR... [2025-10-09T00:02:51.891161] [INFO ] [sig ] Generating forecast for: ARR [2025-10-09T00:02:51.891230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARR' from 'https://tdm.silogroup.org/data/derivative_storage/ARR.csv'. [2025-10-09T00:02:51.896885] [WARN ] [REMOTE ] Historical data not found for symbol 'ARR' (404). [2025-10-09T00:02:51.897104] [FATAL] [sig ] ARR: No historical data fetched. [2025-10-09T00:02:51.897201] [WARN ] [sig ] [137/2211] Failed ARR after 0.0s | 4.57 sym/s | Total: 30.0s | ETA: 7.6m [2025-10-09T00:02:51.897274] [INFO ] [sig ] [138/2211] Forecasting ARW... [2025-10-09T00:02:51.897348] [INFO ] [sig ] Generating forecast for: ARW [2025-10-09T00:02:51.897415] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARW' from 'https://tdm.silogroup.org/data/derivative_storage/ARW.csv'. [2025-10-09T00:02:51.907248] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ARW'. [2025-10-09T00:02:51.907605] [INFO ] [FORECASTER] Starting predict_future for ARW [2025-10-09T00:02:51.933125] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:51.933952] [DEBUG] [LOCAL ] No optimal features file found for ARW: ./output/feature-sets/ARW.txt [2025-10-09T00:02:51.934031] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:51.934103] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:51.934171] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:51.934274] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:51.951883] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:51.952563] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:51.952695] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:51.952778] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:51.990229] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:51.990408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:51.990455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:51.990490] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:51.994116] [DEBUG] [FORECASTER] ARW: Forecast T+1@11:T+2@11: UP (p=99.66%) [2025-10-09T00:02:51.994416] [INFO ] [FORECASTER] Completed predict_future for ARW [2025-10-09T00:02:51.994582] [INFO ] [sig ] ARW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:52.134589] [INFO ] [LOCAL ] Saved forecast: ARW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ARW.txt [2025-10-09T00:02:52.134892] [WARN ] [sig ] [138/2211] Failed ARW after 0.2s | 4.56 sym/s | Total: 30.2s | ETA: 7.6m [2025-10-09T00:02:52.134992] [INFO ] [sig ] [139/2211] Forecasting AS... [2025-10-09T00:02:52.135074] [INFO ] [sig ] Generating forecast for: AS [2025-10-09T00:02:52.135160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AS' from 'https://tdm.silogroup.org/data/derivative_storage/AS.csv'. [2025-10-09T00:02:52.146171] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'AS'. [2025-10-09T00:02:52.146562] [INFO ] [FORECASTER] Starting predict_future for AS [2025-10-09T00:02:52.172322] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:52.173169] [DEBUG] [LOCAL ] No optimal features file found for AS: ./output/feature-sets/AS.txt [2025-10-09T00:02:52.173248] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:52.173320] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:52.173389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:52.173488] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:52.195351] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:52.196563] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:52.196701] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:52.196774] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:52.236965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:52.237134] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:52.237179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:52.237214] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:52.240861] [DEBUG] [FORECASTER] AS: Forecast T+1@11:T+2@11: UP (p=61.38%) [2025-10-09T00:02:52.241172] [INFO ] [FORECASTER] Completed predict_future for AS [2025-10-09T00:02:52.241320] [INFO ] [sig ] AS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:52.382680] [INFO ] [LOCAL ] Saved forecast: AS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AS.txt [2025-10-09T00:02:52.382965] [WARN ] [sig ] [139/2211] Failed AS after 0.2s | 4.56 sym/s | Total: 30.5s | ETA: 7.6m [2025-10-09T00:02:52.383046] [INFO ] [sig ] [140/2211] Forecasting ASA... [2025-10-09T00:02:52.383116] [INFO ] [sig ] Generating forecast for: ASA [2025-10-09T00:02:52.383189] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASA' from 'https://tdm.silogroup.org/data/derivative_storage/ASA.csv'. [2025-10-09T00:02:52.388624] [WARN ] [REMOTE ] Historical data not found for symbol 'ASA' (404). [2025-10-09T00:02:52.388827] [FATAL] [sig ] ASA: No historical data fetched. [2025-10-09T00:02:52.388919] [WARN ] [sig ] [140/2211] Failed ASA after 0.0s | 4.59 sym/s | Total: 30.5s | ETA: 7.5m [2025-10-09T00:02:52.388991] [INFO ] [sig ] [141/2211] Forecasting ASAN... [2025-10-09T00:02:52.389059] [INFO ] [sig ] Generating forecast for: ASAN [2025-10-09T00:02:52.389127] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASAN' from 'https://tdm.silogroup.org/data/derivative_storage/ASAN.csv'. [2025-10-09T00:02:52.399100] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASAN'. [2025-10-09T00:02:52.399542] [INFO ] [FORECASTER] Starting predict_future for ASAN [2025-10-09T00:02:52.425780] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:52.426676] [DEBUG] [LOCAL ] No optimal features file found for ASAN: ./output/feature-sets/ASAN.txt [2025-10-09T00:02:52.426758] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:52.426860] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:52.426945] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:52.427046] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:52.444490] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:52.445159] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:52.445271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:52.445355] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:52.481196] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:52.481397] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:52.481446] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:52.481481] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:52.485195] [DEBUG] [FORECASTER] ASAN: Forecast T+1@11:T+2@11: DOWN (p=0.50%) [2025-10-09T00:02:52.485529] [INFO ] [FORECASTER] Completed predict_future for ASAN [2025-10-09T00:02:52.485722] [INFO ] [sig ] ASAN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:52.653665] [INFO ] [LOCAL ] Saved forecast: ASAN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ASAN.txt [2025-10-09T00:02:52.653997] [WARN ] [sig ] [141/2211] Failed ASAN after 0.3s | 4.58 sym/s | Total: 30.8s | ETA: 7.5m [2025-10-09T00:02:52.654112] [INFO ] [sig ] [142/2211] Forecasting ASB... [2025-10-09T00:02:52.654200] [INFO ] [sig ] Generating forecast for: ASB [2025-10-09T00:02:52.654292] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASB' from 'https://tdm.silogroup.org/data/derivative_storage/ASB.csv'. [2025-10-09T00:02:52.665809] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASB'. [2025-10-09T00:02:52.666285] [INFO ] [FORECASTER] Starting predict_future for ASB [2025-10-09T00:02:52.696994] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:52.698002] [DEBUG] [LOCAL ] No optimal features file found for ASB: ./output/feature-sets/ASB.txt [2025-10-09T00:02:52.698089] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:52.698180] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:52.698264] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:52.698391] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:52.718860] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:52.720005] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:52.720145] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:52.720258] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:52.765160] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:52.765377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:52.765429] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:52.765465] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:52.770968] [DEBUG] [FORECASTER] ASB: Forecast T+1@11:T+2@11: DOWN (p=0.37%) [2025-10-09T00:02:52.771581] [INFO ] [FORECASTER] Completed predict_future for ASB [2025-10-09T00:02:52.771860] [INFO ] [sig ] ASB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:52.988028] [INFO ] [LOCAL ] Saved forecast: ASB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ASB.txt [2025-10-09T00:02:52.988554] [WARN ] [sig ] [142/2211] Failed ASB after 0.3s | 4.57 sym/s | Total: 31.1s | ETA: 7.6m [2025-10-09T00:02:52.988639] [INFO ] [sig ] [143/2211] Forecasting ASBA... [2025-10-09T00:02:52.988749] [INFO ] [sig ] Generating forecast for: ASBA [2025-10-09T00:02:52.988825] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASBA' from 'https://tdm.silogroup.org/data/derivative_storage/ASBA.csv'. [2025-10-09T00:02:53.001015] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASBA'. [2025-10-09T00:02:53.001441] [INFO ] [FORECASTER] Starting predict_future for ASBA [2025-10-09T00:02:53.028297] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:53.029235] [DEBUG] [LOCAL ] No optimal features file found for ASBA: ./output/feature-sets/ASBA.txt [2025-10-09T00:02:53.029606] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:53.029807] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:53.029932] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:53.030153] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:53.048274] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:53.049168] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:53.049303] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:53.049374] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:53.086516] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:53.086623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:53.086700] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:53.086754] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:53.090055] [DEBUG] [FORECASTER] ASBA: Forecast T+1@11:T+2@11: UP (p=56.40%) [2025-10-09T00:02:53.090376] [INFO ] [FORECASTER] Completed predict_future for ASBA [2025-10-09T00:02:53.090534] [INFO ] [sig ] ASBA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:53.230516] [INFO ] [LOCAL ] Saved forecast: ASBA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ASBA.txt [2025-10-09T00:02:53.230765] [WARN ] [sig ] [143/2211] Failed ASBA after 0.2s | 4.56 sym/s | Total: 31.3s | ETA: 7.6m [2025-10-09T00:02:53.230847] [INFO ] [sig ] [144/2211] Forecasting ASC... [2025-10-09T00:02:53.230919] [INFO ] [sig ] Generating forecast for: ASC [2025-10-09T00:02:53.230992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASC' from 'https://tdm.silogroup.org/data/derivative_storage/ASC.csv'. [2025-10-09T00:02:53.241832] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASC'. [2025-10-09T00:02:53.242149] [INFO ] [FORECASTER] Starting predict_future for ASC [2025-10-09T00:02:53.267775] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:53.268559] [DEBUG] [LOCAL ] No optimal features file found for ASC: ./output/feature-sets/ASC.txt [2025-10-09T00:02:53.268668] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:53.268746] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:53.268816] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:53.268919] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:53.287565] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:53.288231] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:53.288347] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:53.288419] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:53.325095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:53.325185] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:53.325226] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:53.325258] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:53.328357] [DEBUG] [FORECASTER] ASC: Forecast T+1@11:T+2@11: DOWN (p=14.06%) [2025-10-09T00:02:53.328638] [INFO ] [FORECASTER] Completed predict_future for ASC [2025-10-09T00:02:53.328865] [INFO ] [sig ] ASC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:53.475435] [INFO ] [LOCAL ] Saved forecast: ASC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ASC.txt [2025-10-09T00:02:53.475694] [WARN ] [sig ] [144/2211] Failed ASC after 0.2s | 4.56 sym/s | Total: 31.6s | ETA: 7.6m [2025-10-09T00:02:53.475775] [INFO ] [sig ] [145/2211] Forecasting ASG... [2025-10-09T00:02:53.475844] [INFO ] [sig ] Generating forecast for: ASG [2025-10-09T00:02:53.475916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASG' from 'https://tdm.silogroup.org/data/derivative_storage/ASG.csv'. [2025-10-09T00:02:53.487193] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASG'. [2025-10-09T00:02:53.487490] [INFO ] [FORECASTER] Starting predict_future for ASG [2025-10-09T00:02:53.513942] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:53.514758] [DEBUG] [LOCAL ] No optimal features file found for ASG: ./output/feature-sets/ASG.txt [2025-10-09T00:02:53.514837] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:53.514912] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:53.514983] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:53.515156] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:53.532948] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:53.533570] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:53.533704] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:53.533790] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:53.571437] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:53.571540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:53.571586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:53.571621] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:53.575076] [DEBUG] [FORECASTER] ASG: Forecast T+1@11:T+2@11: UP (p=64.31%) [2025-10-09T00:02:53.575364] [INFO ] [FORECASTER] Completed predict_future for ASG [2025-10-09T00:02:53.575512] [INFO ] [sig ] ASG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:53.726823] [INFO ] [LOCAL ] Saved forecast: ASG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ASG.txt [2025-10-09T00:02:53.727157] [WARN ] [sig ] [145/2211] Failed ASG after 0.3s | 4.55 sym/s | Total: 31.8s | ETA: 7.6m [2025-10-09T00:02:53.727245] [INFO ] [sig ] [146/2211] Forecasting ASGI... [2025-10-09T00:02:53.727315] [INFO ] [sig ] Generating forecast for: ASGI [2025-10-09T00:02:53.727397] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASGI' from 'https://tdm.silogroup.org/data/derivative_storage/ASGI.csv'. [2025-10-09T00:02:53.740175] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASGI'. [2025-10-09T00:02:53.740528] [INFO ] [FORECASTER] Starting predict_future for ASGI [2025-10-09T00:02:53.767211] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:53.768092] [DEBUG] [LOCAL ] No optimal features file found for ASGI: ./output/feature-sets/ASGI.txt [2025-10-09T00:02:53.768175] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:53.768249] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:53.768334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:53.768494] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:53.786687] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:53.787343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:53.787454] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:53.787538] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:53.828308] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:53.828409] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:53.828452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:53.828486] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:53.831905] [DEBUG] [FORECASTER] ASGI: Forecast T+1@11:T+2@11: DOWN (p=35.35%) [2025-10-09T00:02:53.832197] [INFO ] [FORECASTER] Completed predict_future for ASGI [2025-10-09T00:02:53.832343] [INFO ] [sig ] ASGI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:53.980413] [INFO ] [LOCAL ] Saved forecast: ASGI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ASGI.txt [2025-10-09T00:02:53.980682] [WARN ] [sig ] [146/2211] Failed ASGI after 0.3s | 4.55 sym/s | Total: 32.1s | ETA: 7.6m [2025-10-09T00:02:53.980768] [INFO ] [sig ] [147/2211] Forecasting ASGN... [2025-10-09T00:02:53.980842] [INFO ] [sig ] Generating forecast for: ASGN [2025-10-09T00:02:53.980992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASGN' from 'https://tdm.silogroup.org/data/derivative_storage/ASGN.csv'. [2025-10-09T00:02:53.991475] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASGN'. [2025-10-09T00:02:53.991823] [INFO ] [FORECASTER] Starting predict_future for ASGN [2025-10-09T00:02:54.017931] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:54.018711] [DEBUG] [LOCAL ] No optimal features file found for ASGN: ./output/feature-sets/ASGN.txt [2025-10-09T00:02:54.018792] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:54.018866] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:54.018937] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:54.019040] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:54.037190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:54.037825] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:54.037950] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:54.038025] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:54.081593] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:54.081712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:54.081797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:54.081835] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:54.085058] [DEBUG] [FORECASTER] ASGN: Forecast T+1@11:T+2@11: UP (p=67.21%) [2025-10-09T00:02:54.085353] [INFO ] [FORECASTER] Completed predict_future for ASGN [2025-10-09T00:02:54.085511] [INFO ] [sig ] ASGN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:54.233709] [INFO ] [LOCAL ] Saved forecast: ASGN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ASGN.txt [2025-10-09T00:02:54.234044] [WARN ] [sig ] [147/2211] Failed ASGN after 0.3s | 4.54 sym/s | Total: 32.3s | ETA: 7.6m [2025-10-09T00:02:54.234127] [INFO ] [sig ] [148/2211] Forecasting ASH... [2025-10-09T00:02:54.234198] [INFO ] [sig ] Generating forecast for: ASH [2025-10-09T00:02:54.234271] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASH' from 'https://tdm.silogroup.org/data/derivative_storage/ASH.csv'. [2025-10-09T00:02:54.245402] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASH'. [2025-10-09T00:02:54.245845] [INFO ] [FORECASTER] Starting predict_future for ASH [2025-10-09T00:02:54.272911] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:54.273774] [DEBUG] [LOCAL ] No optimal features file found for ASH: ./output/feature-sets/ASH.txt [2025-10-09T00:02:54.273858] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:54.273950] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:54.274038] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:54.274161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:54.292939] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:54.293588] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:54.293723] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:54.293987] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:54.333307] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:54.333462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:54.333507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:54.333544] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:54.337131] [DEBUG] [FORECASTER] ASH: Forecast T+1@11:T+2@11: UP (p=93.85%) [2025-10-09T00:02:54.337434] [INFO ] [FORECASTER] Completed predict_future for ASH [2025-10-09T00:02:54.337583] [INFO ] [sig ] ASH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:54.487438] [INFO ] [LOCAL ] Saved forecast: ASH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ASH.txt [2025-10-09T00:02:54.487728] [WARN ] [sig ] [148/2211] Failed ASH after 0.3s | 4.54 sym/s | Total: 32.6s | ETA: 7.6m [2025-10-09T00:02:54.487810] [INFO ] [sig ] [149/2211] Forecasting ASIX... [2025-10-09T00:02:54.487881] [INFO ] [sig ] Generating forecast for: ASIX [2025-10-09T00:02:54.487953] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASIX' from 'https://tdm.silogroup.org/data/derivative_storage/ASIX.csv'. [2025-10-09T00:02:54.498472] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASIX'. [2025-10-09T00:02:54.498805] [INFO ] [FORECASTER] Starting predict_future for ASIX [2025-10-09T00:02:54.525188] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:54.525996] [DEBUG] [LOCAL ] No optimal features file found for ASIX: ./output/feature-sets/ASIX.txt [2025-10-09T00:02:54.526077] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:54.526154] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:54.526225] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:54.526327] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:54.544708] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:54.545306] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:54.545414] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:54.545486] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:54.583801] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:54.583895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:54.583937] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:54.583970] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:54.587277] [DEBUG] [FORECASTER] ASIX: Forecast T+1@11:T+2@11: DOWN (p=24.21%) [2025-10-09T00:02:54.587567] [INFO ] [FORECASTER] Completed predict_future for ASIX [2025-10-09T00:02:54.587746] [INFO ] [sig ] ASIX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:54.735555] [INFO ] [LOCAL ] Saved forecast: ASIX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ASIX.txt [2025-10-09T00:02:54.735815] [WARN ] [sig ] [149/2211] Failed ASIX after 0.2s | 4.54 sym/s | Total: 32.8s | ETA: 7.6m [2025-10-09T00:02:54.735893] [INFO ] [sig ] [150/2211] Forecasting ASPN... [2025-10-09T00:02:54.735962] [INFO ] [sig ] Generating forecast for: ASPN [2025-10-09T00:02:54.736012] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASPN' from 'https://tdm.silogroup.org/data/derivative_storage/ASPN.csv'. [2025-10-09T00:02:54.746134] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASPN'. [2025-10-09T00:02:54.746440] [INFO ] [FORECASTER] Starting predict_future for ASPN [2025-10-09T00:02:54.772697] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:54.773464] [DEBUG] [LOCAL ] No optimal features file found for ASPN: ./output/feature-sets/ASPN.txt [2025-10-09T00:02:54.773546] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:54.773634] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:54.773745] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:54.773872] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:54.792626] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:54.793269] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:54.793380] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:54.793465] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:54.830853] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:54.830951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:54.830994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:54.831030] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:54.834320] [DEBUG] [FORECASTER] ASPN: Forecast T+1@11:T+2@11: DOWN (p=29.79%) [2025-10-09T00:02:54.834604] [INFO ] [FORECASTER] Completed predict_future for ASPN [2025-10-09T00:02:54.834789] [INFO ] [sig ] ASPN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:54.982316] [INFO ] [LOCAL ] Saved forecast: ASPN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ASPN.txt [2025-10-09T00:02:54.982558] [WARN ] [sig ] [150/2211] Failed ASPN after 0.2s | 4.53 sym/s | Total: 33.1s | ETA: 7.6m [2025-10-09T00:02:54.982635] [INFO ] [sig ] [151/2211] Forecasting ASR... [2025-10-09T00:02:54.982811] [INFO ] [sig ] Generating forecast for: ASR [2025-10-09T00:02:54.982916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASR' from 'https://tdm.silogroup.org/data/derivative_storage/ASR.csv'. [2025-10-09T00:02:54.992831] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASR'. [2025-10-09T00:02:54.993140] [INFO ] [FORECASTER] Starting predict_future for ASR [2025-10-09T00:02:55.018782] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:55.019583] [DEBUG] [LOCAL ] No optimal features file found for ASR: ./output/feature-sets/ASR.txt [2025-10-09T00:02:55.019688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:55.019760] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:55.019828] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:55.019927] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:55.037841] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:55.038412] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:55.038515] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:55.038584] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:55.075445] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:55.075543] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:55.075584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:55.075619] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:55.078917] [DEBUG] [FORECASTER] ASR: Forecast T+1@11:T+2@11: DOWN (p=14.05%) [2025-10-09T00:02:55.079209] [INFO ] [FORECASTER] Completed predict_future for ASR [2025-10-09T00:02:55.079403] [INFO ] [sig ] ASR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:55.235140] [INFO ] [LOCAL ] Saved forecast: ASR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ASR.txt [2025-10-09T00:02:55.235461] [WARN ] [sig ] [151/2211] Failed ASR after 0.3s | 4.53 sym/s | Total: 33.3s | ETA: 7.6m [2025-10-09T00:02:55.235546] [INFO ] [sig ] [152/2211] Forecasting ASX... [2025-10-09T00:02:55.235618] [INFO ] [sig ] Generating forecast for: ASX [2025-10-09T00:02:55.235724] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASX' from 'https://tdm.silogroup.org/data/derivative_storage/ASX.csv'. [2025-10-09T00:02:55.246834] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ASX'. [2025-10-09T00:02:55.247137] [INFO ] [FORECASTER] Starting predict_future for ASX [2025-10-09T00:02:55.273750] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:55.274523] [DEBUG] [LOCAL ] No optimal features file found for ASX: ./output/feature-sets/ASX.txt [2025-10-09T00:02:55.274607] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:55.274715] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:55.274789] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:55.274901] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:55.293584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:55.294275] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:55.294398] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:55.294474] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:55.333871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:55.333966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:55.334008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:55.334042] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:55.337256] [DEBUG] [FORECASTER] ASX: Forecast T+1@11:T+2@11: UP (p=50.32%) [2025-10-09T00:02:55.337547] [INFO ] [FORECASTER] Completed predict_future for ASX [2025-10-09T00:02:55.337729] [INFO ] [sig ] ASX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:55.484102] [INFO ] [LOCAL ] Saved forecast: ASX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ASX.txt [2025-10-09T00:02:55.484317] [WARN ] [sig ] [152/2211] Failed ASX after 0.2s | 4.52 sym/s | Total: 33.6s | ETA: 7.6m [2025-10-09T00:02:55.484394] [INFO ] [sig ] [153/2211] Forecasting ATEN... [2025-10-09T00:02:55.484464] [INFO ] [sig ] Generating forecast for: ATEN [2025-10-09T00:02:55.484536] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATEN' from 'https://tdm.silogroup.org/data/derivative_storage/ATEN.csv'. [2025-10-09T00:02:55.495476] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATEN'. [2025-10-09T00:02:55.495930] [INFO ] [FORECASTER] Starting predict_future for ATEN [2025-10-09T00:02:55.521571] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:55.522404] [DEBUG] [LOCAL ] No optimal features file found for ATEN: ./output/feature-sets/ATEN.txt [2025-10-09T00:02:55.522484] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:55.522556] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:55.522625] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:55.522750] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:55.540088] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:55.540737] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:55.540846] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:55.540916] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:55.580514] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:55.580746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:55.580814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:55.580850] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:55.584514] [DEBUG] [FORECASTER] ATEN: Forecast T+1@11:T+2@11: UP (p=76.74%) [2025-10-09T00:02:55.584874] [INFO ] [FORECASTER] Completed predict_future for ATEN [2025-10-09T00:02:55.585042] [INFO ] [sig ] ATEN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:55.728494] [INFO ] [LOCAL ] Saved forecast: ATEN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ATEN.txt [2025-10-09T00:02:55.728821] [WARN ] [sig ] [153/2211] Failed ATEN after 0.2s | 4.52 sym/s | Total: 33.8s | ETA: 7.6m [2025-10-09T00:02:55.728905] [INFO ] [sig ] [154/2211] Forecasting ATGE... [2025-10-09T00:02:55.728975] [INFO ] [sig ] Generating forecast for: ATGE [2025-10-09T00:02:55.729048] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATGE' from 'https://tdm.silogroup.org/data/derivative_storage/ATGE.csv'. [2025-10-09T00:02:55.740389] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATGE'. [2025-10-09T00:02:55.740917] [INFO ] [FORECASTER] Starting predict_future for ATGE [2025-10-09T00:02:55.767175] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:55.768085] [DEBUG] [LOCAL ] No optimal features file found for ATGE: ./output/feature-sets/ATGE.txt [2025-10-09T00:02:55.768165] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:55.768237] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:55.768306] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:55.768405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:55.786275] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:55.787057] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:55.787171] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:55.787241] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:55.825125] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:55.825322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:55.825370] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:55.825404] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:55.829087] [DEBUG] [FORECASTER] ATGE: Forecast T+1@11:T+2@11: UP (p=69.37%) [2025-10-09T00:02:55.829439] [INFO ] [FORECASTER] Completed predict_future for ATGE [2025-10-09T00:02:55.829600] [INFO ] [sig ] ATGE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:56.011741] [INFO ] [LOCAL ] Saved forecast: ATGE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ATGE.txt [2025-10-09T00:02:56.012169] [WARN ] [sig ] [154/2211] Failed ATGE after 0.3s | 4.51 sym/s | Total: 34.1s | ETA: 7.6m [2025-10-09T00:02:56.012268] [INFO ] [sig ] [155/2211] Forecasting ATHM... [2025-10-09T00:02:56.012359] [INFO ] [sig ] Generating forecast for: ATHM [2025-10-09T00:02:56.012440] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATHM' from 'https://tdm.silogroup.org/data/derivative_storage/ATHM.csv'. [2025-10-09T00:02:56.024885] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATHM'. [2025-10-09T00:02:56.025320] [INFO ] [FORECASTER] Starting predict_future for ATHM [2025-10-09T00:02:56.055035] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:56.055992] [DEBUG] [LOCAL ] No optimal features file found for ATHM: ./output/feature-sets/ATHM.txt [2025-10-09T00:02:56.056081] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:56.056177] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:56.056253] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:56.056380] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:56.078243] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:56.079029] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:56.079193] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:56.079295] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:56.123416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:56.123637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:56.123758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:56.123832] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:56.128007] [DEBUG] [FORECASTER] ATHM: Forecast T+1@11:T+2@11: DOWN (p=10.49%) [2025-10-09T00:02:56.128332] [INFO ] [FORECASTER] Completed predict_future for ATHM [2025-10-09T00:02:56.128490] [INFO ] [sig ] ATHM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:56.290324] [INFO ] [LOCAL ] Saved forecast: ATHM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ATHM.txt [2025-10-09T00:02:56.290678] [WARN ] [sig ] [155/2211] Failed ATHM after 0.3s | 4.51 sym/s | Total: 34.4s | ETA: 7.6m [2025-10-09T00:02:56.290770] [INFO ] [sig ] [156/2211] Forecasting ATHS... [2025-10-09T00:02:56.290843] [INFO ] [sig ] Generating forecast for: ATHS [2025-10-09T00:02:56.290923] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATHS' from 'https://tdm.silogroup.org/data/derivative_storage/ATHS.csv'. [2025-10-09T00:02:56.301886] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATHS'. [2025-10-09T00:02:56.302306] [INFO ] [FORECASTER] Starting predict_future for ATHS [2025-10-09T00:02:56.335030] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:56.336505] [DEBUG] [LOCAL ] No optimal features file found for ATHS: ./output/feature-sets/ATHS.txt [2025-10-09T00:02:56.336610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:56.336735] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:56.336823] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:56.336964] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:56.366237] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:56.367331] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:56.367472] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:56.367563] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:56.406273] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:56.406493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:56.406549] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:56.406585] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:56.410457] [DEBUG] [FORECASTER] ATHS: Forecast T+1@11:T+2@11: DOWN (p=23.02%) [2025-10-09T00:02:56.410835] [INFO ] [FORECASTER] Completed predict_future for ATHS [2025-10-09T00:02:56.411006] [INFO ] [sig ] ATHS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:56.688562] [INFO ] [LOCAL ] Saved forecast: ATHS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ATHS.txt [2025-10-09T00:02:56.688928] [WARN ] [sig ] [156/2211] Failed ATHS after 0.4s | 4.48 sym/s | Total: 34.8s | ETA: 7.6m [2025-10-09T00:02:56.689014] [INFO ] [sig ] [157/2211] Forecasting ATI... [2025-10-09T00:02:56.689084] [INFO ] [sig ] Generating forecast for: ATI [2025-10-09T00:02:56.689158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATI' from 'https://tdm.silogroup.org/data/derivative_storage/ATI.csv'. [2025-10-09T00:02:56.702179] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATI'. [2025-10-09T00:02:56.702773] [INFO ] [FORECASTER] Starting predict_future for ATI [2025-10-09T00:02:56.731812] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:56.732891] [DEBUG] [LOCAL ] No optimal features file found for ATI: ./output/feature-sets/ATI.txt [2025-10-09T00:02:56.732978] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:56.733051] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:56.733138] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:56.733265] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:56.752463] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:56.753628] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:56.753783] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:56.753872] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:56.792806] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:56.793023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:56.793074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:56.793110] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:56.797089] [DEBUG] [FORECASTER] ATI: Forecast T+1@11:T+2@11: DOWN (p=24.70%) [2025-10-09T00:02:56.797486] [INFO ] [FORECASTER] Completed predict_future for ATI [2025-10-09T00:02:56.797674] [INFO ] [sig ] ATI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:56.946465] [INFO ] [LOCAL ] Saved forecast: ATI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ATI.txt [2025-10-09T00:02:56.947017] [WARN ] [sig ] [157/2211] Failed ATI after 0.3s | 4.48 sym/s | Total: 35.1s | ETA: 7.6m [2025-10-09T00:02:56.947103] [INFO ] [sig ] [158/2211] Forecasting ATKR... [2025-10-09T00:02:56.947174] [INFO ] [sig ] Generating forecast for: ATKR [2025-10-09T00:02:56.947306] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATKR' from 'https://tdm.silogroup.org/data/derivative_storage/ATKR.csv'. [2025-10-09T00:02:56.958591] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATKR'. [2025-10-09T00:02:56.959071] [INFO ] [FORECASTER] Starting predict_future for ATKR [2025-10-09T00:02:56.985177] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:56.986093] [DEBUG] [LOCAL ] No optimal features file found for ATKR: ./output/feature-sets/ATKR.txt [2025-10-09T00:02:56.986176] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:56.986248] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:56.986329] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:56.986487] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:57.004635] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:57.005813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:57.005932] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:57.006014] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:57.044714] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:57.045135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:57.045185] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:57.045220] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:57.048968] [DEBUG] [FORECASTER] ATKR: Forecast T+1@11:T+2@11: UP (p=88.21%) [2025-10-09T00:02:57.049297] [INFO ] [FORECASTER] Completed predict_future for ATKR [2025-10-09T00:02:57.049466] [INFO ] [sig ] ATKR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:57.191229] [INFO ] [LOCAL ] Saved forecast: ATKR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ATKR.txt [2025-10-09T00:02:57.191488] [WARN ] [sig ] [158/2211] Failed ATKR after 0.2s | 4.48 sym/s | Total: 35.3s | ETA: 7.6m [2025-10-09T00:02:57.191567] [INFO ] [sig ] [159/2211] Forecasting ATMU... [2025-10-09T00:02:57.191676] [INFO ] [sig ] Generating forecast for: ATMU [2025-10-09T00:02:57.191799] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATMU' from 'https://tdm.silogroup.org/data/derivative_storage/ATMU.csv'. [2025-10-09T00:02:57.201966] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATMU'. [2025-10-09T00:02:57.202312] [INFO ] [FORECASTER] Starting predict_future for ATMU [2025-10-09T00:02:57.228373] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:57.229288] [DEBUG] [LOCAL ] No optimal features file found for ATMU: ./output/feature-sets/ATMU.txt [2025-10-09T00:02:57.229370] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:57.229442] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:57.229510] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:57.229609] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:57.247189] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:57.247899] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:57.248011] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:57.248081] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:57.284694] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:57.284912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:57.284963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:57.284998] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:57.288733] [DEBUG] [FORECASTER] ATMU: Forecast T+1@11:T+2@11: UP (p=95.54%) [2025-10-09T00:02:57.289075] [INFO ] [FORECASTER] Completed predict_future for ATMU [2025-10-09T00:02:57.289247] [INFO ] [sig ] ATMU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:57.438608] [INFO ] [LOCAL ] Saved forecast: ATMU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ATMU.txt [2025-10-09T00:02:57.438959] [WARN ] [sig ] [159/2211] Failed ATMU after 0.2s | 4.47 sym/s | Total: 35.6s | ETA: 7.6m [2025-10-09T00:02:57.439041] [INFO ] [sig ] [160/2211] Forecasting ATO... [2025-10-09T00:02:57.439111] [INFO ] [sig ] Generating forecast for: ATO [2025-10-09T00:02:57.439186] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATO' from 'https://tdm.silogroup.org/data/derivative_storage/ATO.csv'. [2025-10-09T00:02:57.451718] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATO'. [2025-10-09T00:02:57.452113] [INFO ] [FORECASTER] Starting predict_future for ATO [2025-10-09T00:02:57.478878] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:57.479758] [DEBUG] [LOCAL ] No optimal features file found for ATO: ./output/feature-sets/ATO.txt [2025-10-09T00:02:57.479845] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:57.479921] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:57.479992] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:57.480092] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:57.498099] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:57.499135] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:57.499278] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:57.499351] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:57.546772] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:57.547164] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:57.547214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:57.547250] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:57.551528] [DEBUG] [FORECASTER] ATO: Forecast T+1@11:T+2@11: UP (p=64.96%) [2025-10-09T00:02:57.551898] [INFO ] [FORECASTER] Completed predict_future for ATO [2025-10-09T00:02:57.552078] [INFO ] [sig ] ATO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:57.695347] [INFO ] [LOCAL ] Saved forecast: ATO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ATO.txt [2025-10-09T00:02:57.695678] [WARN ] [sig ] [160/2211] Failed ATO after 0.3s | 4.47 sym/s | Total: 35.8s | ETA: 7.7m [2025-10-09T00:02:57.695762] [INFO ] [sig ] [161/2211] Forecasting ATR... [2025-10-09T00:02:57.695836] [INFO ] [sig ] Generating forecast for: ATR [2025-10-09T00:02:57.695920] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATR' from 'https://tdm.silogroup.org/data/derivative_storage/ATR.csv'. [2025-10-09T00:02:57.708168] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATR'. [2025-10-09T00:02:57.708782] [INFO ] [FORECASTER] Starting predict_future for ATR [2025-10-09T00:02:57.735768] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:57.736736] [DEBUG] [LOCAL ] No optimal features file found for ATR: ./output/feature-sets/ATR.txt [2025-10-09T00:02:57.736825] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:57.736922] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:57.737017] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:57.737160] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:57.754825] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:57.755664] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:57.755794] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:57.755886] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:57.795019] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:57.795246] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:57.795299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:57.795338] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:57.799794] [DEBUG] [FORECASTER] ATR: Forecast T+1@11:T+2@11: UP (p=53.28%) [2025-10-09T00:02:57.800367] [INFO ] [FORECASTER] Completed predict_future for ATR [2025-10-09T00:02:57.800536] [INFO ] [sig ] ATR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:57.947219] [INFO ] [LOCAL ] Saved forecast: ATR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ATR.txt [2025-10-09T00:02:57.947521] [WARN ] [sig ] [161/2211] Failed ATR after 0.3s | 4.46 sym/s | Total: 36.1s | ETA: 7.7m [2025-10-09T00:02:57.947604] [INFO ] [sig ] [162/2211] Forecasting ATS... [2025-10-09T00:02:57.947699] [INFO ] [sig ] Generating forecast for: ATS [2025-10-09T00:02:57.947775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATS' from 'https://tdm.silogroup.org/data/derivative_storage/ATS.csv'. [2025-10-09T00:02:57.958366] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATS'. [2025-10-09T00:02:57.958809] [INFO ] [FORECASTER] Starting predict_future for ATS [2025-10-09T00:02:57.984727] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:57.985605] [DEBUG] [LOCAL ] No optimal features file found for ATS: ./output/feature-sets/ATS.txt [2025-10-09T00:02:57.985715] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:57.985807] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:57.985946] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:57.986062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:58.004754] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:58.005803] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:58.005923] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:58.006006] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:58.055136] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:58.055379] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:58.055444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:58.055519] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:58.060267] [DEBUG] [FORECASTER] ATS: Forecast T+1@11:T+2@11: UP (p=98.28%) [2025-10-09T00:02:58.060691] [INFO ] [FORECASTER] Completed predict_future for ATS [2025-10-09T00:02:58.060905] [INFO ] [sig ] ATS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:58.235941] [INFO ] [LOCAL ] Saved forecast: ATS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ATS.txt [2025-10-09T00:02:58.236255] [WARN ] [sig ] [162/2211] Failed ATS after 0.3s | 4.46 sym/s | Total: 36.3s | ETA: 7.7m [2025-10-09T00:02:58.236370] [INFO ] [sig ] [163/2211] Forecasting ATUS... [2025-10-09T00:02:58.236457] [INFO ] [sig ] Generating forecast for: ATUS [2025-10-09T00:02:58.236543] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATUS' from 'https://tdm.silogroup.org/data/derivative_storage/ATUS.csv'. [2025-10-09T00:02:58.247620] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ATUS'. [2025-10-09T00:02:58.248041] [INFO ] [FORECASTER] Starting predict_future for ATUS [2025-10-09T00:02:58.276526] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:58.277495] [DEBUG] [LOCAL ] No optimal features file found for ATUS: ./output/feature-sets/ATUS.txt [2025-10-09T00:02:58.277579] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:58.277677] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:58.277763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:58.277874] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:58.301335] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:58.302338] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:58.302459] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:58.302531] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:58.337074] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:58.337320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:58.337399] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:58.337479] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:58.341794] [DEBUG] [FORECASTER] ATUS: Forecast T+1@11:T+2@11: DOWN (p=35.70%) [2025-10-09T00:02:58.342376] [INFO ] [FORECASTER] Completed predict_future for ATUS [2025-10-09T00:02:58.342560] [INFO ] [sig ] ATUS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:58.495261] [INFO ] [LOCAL ] Saved forecast: ATUS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ATUS.txt [2025-10-09T00:02:58.495517] [WARN ] [sig ] [163/2211] Failed ATUS after 0.3s | 4.45 sym/s | Total: 36.6s | ETA: 7.7m [2025-10-09T00:02:58.495597] [INFO ] [sig ] [164/2211] Forecasting AU... [2025-10-09T00:02:58.495699] [INFO ] [sig ] Generating forecast for: AU [2025-10-09T00:02:58.495773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AU' from 'https://tdm.silogroup.org/data/derivative_storage/AU.csv'. [2025-10-09T00:02:58.508548] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AU'. [2025-10-09T00:02:58.509299] [INFO ] [FORECASTER] Starting predict_future for AU [2025-10-09T00:02:58.541953] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:58.543186] [DEBUG] [LOCAL ] No optimal features file found for AU: ./output/feature-sets/AU.txt [2025-10-09T00:02:58.543280] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:58.543357] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:58.543429] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:58.543531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:58.566453] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:58.567521] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:58.567670] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:58.567750] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:58.612554] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:58.613060] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:58.613142] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:58.613187] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:58.618892] [DEBUG] [FORECASTER] AU: Forecast T+1@11:T+2@11: UP (p=68.47%) [2025-10-09T00:02:58.619386] [INFO ] [FORECASTER] Completed predict_future for AU [2025-10-09T00:02:58.619616] [INFO ] [sig ] AU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:58.773801] [INFO ] [LOCAL ] Saved forecast: AU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AU.txt [2025-10-09T00:02:58.774108] [WARN ] [sig ] [164/2211] Failed AU after 0.3s | 4.45 sym/s | Total: 36.9s | ETA: 7.7m [2025-10-09T00:02:58.774189] [INFO ] [sig ] [165/2211] Forecasting AUB... [2025-10-09T00:02:58.774265] [INFO ] [sig ] Generating forecast for: AUB [2025-10-09T00:02:58.774337] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AUB' from 'https://tdm.silogroup.org/data/derivative_storage/AUB.csv'. [2025-10-09T00:02:58.785475] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AUB'. [2025-10-09T00:02:58.785863] [INFO ] [FORECASTER] Starting predict_future for AUB [2025-10-09T00:02:58.812858] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:58.813766] [DEBUG] [LOCAL ] No optimal features file found for AUB: ./output/feature-sets/AUB.txt [2025-10-09T00:02:58.813857] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:58.813932] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:58.814002] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:58.814104] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:58.832663] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:58.833404] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:58.833520] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:58.833593] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:58.874165] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:58.874356] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:58.874404] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:58.874438] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:58.878026] [DEBUG] [FORECASTER] AUB: Forecast T+1@11:T+2@11: DOWN (p=44.08%) [2025-10-09T00:02:58.878339] [INFO ] [FORECASTER] Completed predict_future for AUB [2025-10-09T00:02:58.878494] [INFO ] [sig ] AUB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:59.021397] [INFO ] [LOCAL ] Saved forecast: AUB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AUB.txt [2025-10-09T00:02:59.021736] [WARN ] [sig ] [165/2211] Failed AUB after 0.2s | 4.44 sym/s | Total: 37.1s | ETA: 7.7m [2025-10-09T00:02:59.021820] [INFO ] [sig ] [166/2211] Forecasting AUNA... [2025-10-09T00:02:59.021890] [INFO ] [sig ] Generating forecast for: AUNA [2025-10-09T00:02:59.021962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AUNA' from 'https://tdm.silogroup.org/data/derivative_storage/AUNA.csv'. [2025-10-09T00:02:59.031702] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AUNA'. [2025-10-09T00:02:59.032003] [INFO ] [FORECASTER] Starting predict_future for AUNA [2025-10-09T00:02:59.057914] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:59.058709] [DEBUG] [LOCAL ] No optimal features file found for AUNA: ./output/feature-sets/AUNA.txt [2025-10-09T00:02:59.058791] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:59.058863] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:59.058932] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:59.059032] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:59.076615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:59.077231] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:59.077338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:59.077406] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:59.112885] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:59.113013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:59.113056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:59.113090] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:59.116474] [DEBUG] [FORECASTER] AUNA: Forecast T+1@11:T+2@11: DOWN (p=2.24%) [2025-10-09T00:02:59.116822] [INFO ] [FORECASTER] Completed predict_future for AUNA [2025-10-09T00:02:59.116984] [INFO ] [sig ] AUNA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:59.258206] [INFO ] [LOCAL ] Saved forecast: AUNA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AUNA.txt [2025-10-09T00:02:59.258465] [WARN ] [sig ] [166/2211] Failed AUNA after 0.2s | 4.44 sym/s | Total: 37.4s | ETA: 7.7m [2025-10-09T00:02:59.258542] [INFO ] [sig ] [167/2211] Forecasting AVA... [2025-10-09T00:02:59.258613] [INFO ] [sig ] Generating forecast for: AVA [2025-10-09T00:02:59.258711] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVA' from 'https://tdm.silogroup.org/data/derivative_storage/AVA.csv'. [2025-10-09T00:02:59.269454] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVA'. [2025-10-09T00:02:59.269801] [INFO ] [FORECASTER] Starting predict_future for AVA [2025-10-09T00:02:59.295459] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:59.296288] [DEBUG] [LOCAL ] No optimal features file found for AVA: ./output/feature-sets/AVA.txt [2025-10-09T00:02:59.296366] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:59.296440] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:59.296508] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:59.296608] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:59.314139] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:59.314788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:59.314893] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:59.314963] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:59.352508] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:59.352638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:59.352732] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:59.352773] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:59.355982] [DEBUG] [FORECASTER] AVA: Forecast T+1@11:T+2@11: DOWN (p=2.35%) [2025-10-09T00:02:59.356264] [INFO ] [FORECASTER] Completed predict_future for AVA [2025-10-09T00:02:59.356410] [INFO ] [sig ] AVA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:02:59.505707] [INFO ] [LOCAL ] Saved forecast: AVA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AVA.txt [2025-10-09T00:02:59.506129] [WARN ] [sig ] [167/2211] Failed AVA after 0.2s | 4.44 sym/s | Total: 37.6s | ETA: 7.7m [2025-10-09T00:02:59.506215] [INFO ] [sig ] [168/2211] Forecasting AVAL... [2025-10-09T00:02:59.506285] [INFO ] [sig ] Generating forecast for: AVAL [2025-10-09T00:02:59.506360] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVAL' from 'https://tdm.silogroup.org/data/derivative_storage/AVAL.csv'. [2025-10-09T00:02:59.518484] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVAL'. [2025-10-09T00:02:59.519104] [INFO ] [FORECASTER] Starting predict_future for AVAL [2025-10-09T00:02:59.545524] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:59.546346] [DEBUG] [LOCAL ] No optimal features file found for AVAL: ./output/feature-sets/AVAL.txt [2025-10-09T00:02:59.546428] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:59.546500] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:59.546568] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:59.546688] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:59.564919] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:59.565616] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:59.565759] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:59.565831] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:59.601526] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:59.601626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:59.601704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:59.601757] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:59.605223] [DEBUG] [FORECASTER] AVAL: Forecast T+1@11:T+2@11: UP (p=93.43%) [2025-10-09T00:02:59.605500] [INFO ] [FORECASTER] Completed predict_future for AVAL [2025-10-09T00:02:59.605671] [INFO ] [sig ] AVAL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:02:59.751980] [INFO ] [LOCAL ] Saved forecast: AVAL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AVAL.txt [2025-10-09T00:02:59.752243] [WARN ] [sig ] [168/2211] Failed AVAL after 0.2s | 4.44 sym/s | Total: 37.9s | ETA: 7.7m [2025-10-09T00:02:59.752321] [INFO ] [sig ] [169/2211] Forecasting AVB... [2025-10-09T00:02:59.752392] [INFO ] [sig ] Generating forecast for: AVB [2025-10-09T00:02:59.752464] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVB' from 'https://tdm.silogroup.org/data/derivative_storage/AVB.csv'. [2025-10-09T00:02:59.762486] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVB'. [2025-10-09T00:02:59.762815] [INFO ] [FORECASTER] Starting predict_future for AVB [2025-10-09T00:02:59.790159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:02:59.791141] [DEBUG] [LOCAL ] No optimal features file found for AVB: ./output/feature-sets/AVB.txt [2025-10-09T00:02:59.791225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:02:59.791336] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:02:59.791403] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:02:59.791503] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:02:59.811458] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:02:59.812479] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:02:59.812596] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:02:59.812695] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:02:59.855392] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:02:59.855610] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:02:59.855690] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:02:59.855756] [INFO ] [FORECASTER] Training complete [2025-10-09T00:02:59.859530] [DEBUG] [FORECASTER] AVB: Forecast T+1@11:T+2@11: UP (p=96.15%) [2025-10-09T00:02:59.859888] [INFO ] [FORECASTER] Completed predict_future for AVB [2025-10-09T00:02:59.860057] [INFO ] [sig ] AVB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:00.009199] [INFO ] [LOCAL ] Saved forecast: AVB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AVB.txt [2025-10-09T00:03:00.009792] [WARN ] [sig ] [169/2211] Failed AVB after 0.3s | 4.43 sym/s | Total: 38.1s | ETA: 7.7m [2025-10-09T00:03:00.009877] [INFO ] [sig ] [170/2211] Forecasting AVD... [2025-10-09T00:03:00.009951] [INFO ] [sig ] Generating forecast for: AVD [2025-10-09T00:03:00.010023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVD' from 'https://tdm.silogroup.org/data/derivative_storage/AVD.csv'. [2025-10-09T00:03:00.020881] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVD'. [2025-10-09T00:03:00.021578] [INFO ] [FORECASTER] Starting predict_future for AVD [2025-10-09T00:03:00.049417] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:00.050305] [DEBUG] [LOCAL ] No optimal features file found for AVD: ./output/feature-sets/AVD.txt [2025-10-09T00:03:00.050386] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:00.050461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:00.050531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:00.050633] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:00.070452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:00.071600] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:00.071751] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:00.071823] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:00.109388] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:00.109604] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:00.109681] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:00.109745] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:00.114191] [DEBUG] [FORECASTER] AVD: Forecast T+1@11:T+2@11: UP (p=93.01%) [2025-10-09T00:03:00.114512] [INFO ] [FORECASTER] Completed predict_future for AVD [2025-10-09T00:03:00.114697] [INFO ] [sig ] AVD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:00.274001] [INFO ] [LOCAL ] Saved forecast: AVD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AVD.txt [2025-10-09T00:03:00.274339] [WARN ] [sig ] [170/2211] Failed AVD after 0.3s | 4.43 sym/s | Total: 38.4s | ETA: 7.7m [2025-10-09T00:03:00.274424] [INFO ] [sig ] [171/2211] Forecasting AVK... [2025-10-09T00:03:00.274495] [INFO ] [sig ] Generating forecast for: AVK [2025-10-09T00:03:00.274568] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVK' from 'https://tdm.silogroup.org/data/derivative_storage/AVK.csv'. [2025-10-09T00:03:00.286759] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVK'. [2025-10-09T00:03:00.287361] [INFO ] [FORECASTER] Starting predict_future for AVK [2025-10-09T00:03:00.313963] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:00.314767] [DEBUG] [LOCAL ] No optimal features file found for AVK: ./output/feature-sets/AVK.txt [2025-10-09T00:03:00.314846] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:00.314918] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:00.314986] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:00.315084] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:00.332685] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:00.333351] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:00.333460] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:00.333528] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:00.369443] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:00.369567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:00.369610] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:00.369670] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:00.373107] [DEBUG] [FORECASTER] AVK: Forecast T+1@11:T+2@11: UP (p=98.16%) [2025-10-09T00:03:00.373432] [INFO ] [FORECASTER] Completed predict_future for AVK [2025-10-09T00:03:00.373595] [INFO ] [sig ] AVK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:00.513701] [INFO ] [LOCAL ] Saved forecast: AVK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AVK.txt [2025-10-09T00:03:00.513972] [WARN ] [sig ] [171/2211] Failed AVK after 0.2s | 4.43 sym/s | Total: 38.6s | ETA: 7.7m [2025-10-09T00:03:00.514051] [INFO ] [sig ] [172/2211] Forecasting AVNS... [2025-10-09T00:03:00.514119] [INFO ] [sig ] Generating forecast for: AVNS [2025-10-09T00:03:00.514191] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVNS' from 'https://tdm.silogroup.org/data/derivative_storage/AVNS.csv'. [2025-10-09T00:03:00.525012] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVNS'. [2025-10-09T00:03:00.525360] [INFO ] [FORECASTER] Starting predict_future for AVNS [2025-10-09T00:03:00.552813] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:00.553758] [DEBUG] [LOCAL ] No optimal features file found for AVNS: ./output/feature-sets/AVNS.txt [2025-10-09T00:03:00.553837] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:00.553911] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:00.553980] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:00.554081] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:00.571670] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:00.572397] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:00.572515] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:00.572587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:00.611468] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:00.611725] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:00.611798] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:00.611835] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:00.615824] [DEBUG] [FORECASTER] AVNS: Forecast T+1@11:T+2@11: UP (p=88.95%) [2025-10-09T00:03:00.616146] [INFO ] [FORECASTER] Completed predict_future for AVNS [2025-10-09T00:03:00.616311] [INFO ] [sig ] AVNS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:00.762756] [INFO ] [LOCAL ] Saved forecast: AVNS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AVNS.txt [2025-10-09T00:03:00.763046] [WARN ] [sig ] [172/2211] Failed AVNS after 0.2s | 4.42 sym/s | Total: 38.9s | ETA: 7.7m [2025-10-09T00:03:00.763127] [INFO ] [sig ] [173/2211] Forecasting AVNT... [2025-10-09T00:03:00.763198] [INFO ] [sig ] Generating forecast for: AVNT [2025-10-09T00:03:00.763271] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVNT' from 'https://tdm.silogroup.org/data/derivative_storage/AVNT.csv'. [2025-10-09T00:03:00.774487] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVNT'. [2025-10-09T00:03:00.774956] [INFO ] [FORECASTER] Starting predict_future for AVNT [2025-10-09T00:03:00.801257] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:00.802119] [DEBUG] [LOCAL ] No optimal features file found for AVNT: ./output/feature-sets/AVNT.txt [2025-10-09T00:03:00.802200] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:00.802273] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:00.802342] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:00.802442] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:00.820262] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:00.821037] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:00.821154] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:00.821226] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:00.858761] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:00.858936] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:00.858982] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:00.859015] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:00.862741] [DEBUG] [FORECASTER] AVNT: Forecast T+1@11:T+2@11: UP (p=93.84%) [2025-10-09T00:03:00.863059] [INFO ] [FORECASTER] Completed predict_future for AVNT [2025-10-09T00:03:00.863218] [INFO ] [sig ] AVNT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:01.012818] [INFO ] [LOCAL ] Saved forecast: AVNT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AVNT.txt [2025-10-09T00:03:01.013283] [WARN ] [sig ] [173/2211] Failed AVNT after 0.3s | 4.42 sym/s | Total: 39.1s | ETA: 7.7m [2025-10-09T00:03:01.013374] [INFO ] [sig ] [174/2211] Forecasting AVTR... [2025-10-09T00:03:01.013457] [INFO ] [sig ] Generating forecast for: AVTR [2025-10-09T00:03:01.013573] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVTR' from 'https://tdm.silogroup.org/data/derivative_storage/AVTR.csv'. [2025-10-09T00:03:01.025733] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AVTR'. [2025-10-09T00:03:01.026185] [INFO ] [FORECASTER] Starting predict_future for AVTR [2025-10-09T00:03:01.053508] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:01.054410] [DEBUG] [LOCAL ] No optimal features file found for AVTR: ./output/feature-sets/AVTR.txt [2025-10-09T00:03:01.054492] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:01.054588] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:01.054692] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:01.054827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:01.072581] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:01.073413] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:01.073548] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:01.073621] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:01.114737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:01.114978] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:01.115029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:01.115064] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:01.119073] [DEBUG] [FORECASTER] AVTR: Forecast T+1@11:T+2@11: UP (p=95.15%) [2025-10-09T00:03:01.119443] [INFO ] [FORECASTER] Completed predict_future for AVTR [2025-10-09T00:03:01.119613] [INFO ] [sig ] AVTR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:01.263595] [INFO ] [LOCAL ] Saved forecast: AVTR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AVTR.txt [2025-10-09T00:03:01.263926] [WARN ] [sig ] [174/2211] Failed AVTR after 0.3s | 4.42 sym/s | Total: 39.4s | ETA: 7.7m [2025-10-09T00:03:01.264008] [INFO ] [sig ] [175/2211] Forecasting AVY... [2025-10-09T00:03:01.264079] [INFO ] [sig ] Generating forecast for: AVY [2025-10-09T00:03:01.264153] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVY' from 'https://tdm.silogroup.org/data/derivative_storage/AVY.csv'. [2025-10-09T00:03:01.269387] [WARN ] [REMOTE ] Historical data not found for symbol 'AVY' (404). [2025-10-09T00:03:01.269601] [FATAL] [sig ] AVY: No historical data fetched. [2025-10-09T00:03:01.269720] [WARN ] [sig ] [175/2211] Failed AVY after 0.0s | 4.44 sym/s | Total: 39.4s | ETA: 7.6m [2025-10-09T00:03:01.269793] [INFO ] [sig ] [176/2211] Forecasting AWF... [2025-10-09T00:03:01.269864] [INFO ] [sig ] Generating forecast for: AWF [2025-10-09T00:03:01.269934] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWF' from 'https://tdm.silogroup.org/data/derivative_storage/AWF.csv'. [2025-10-09T00:03:01.279170] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AWF'. [2025-10-09T00:03:01.279601] [INFO ] [FORECASTER] Starting predict_future for AWF [2025-10-09T00:03:01.305387] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:01.306263] [DEBUG] [LOCAL ] No optimal features file found for AWF: ./output/feature-sets/AWF.txt [2025-10-09T00:03:01.306343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:01.306416] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:01.306484] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:01.306583] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:01.324454] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:01.325390] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:01.325515] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:01.325583] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:01.363807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:01.364020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:01.364070] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:01.364104] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:01.367955] [DEBUG] [FORECASTER] AWF: Forecast T+1@11:T+2@11: UP (p=94.85%) [2025-10-09T00:03:01.368295] [INFO ] [FORECASTER] Completed predict_future for AWF [2025-10-09T00:03:01.368456] [INFO ] [sig ] AWF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:01.527346] [INFO ] [LOCAL ] Saved forecast: AWF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AWF.txt [2025-10-09T00:03:01.527685] [WARN ] [sig ] [176/2211] Failed AWF after 0.3s | 4.44 sym/s | Total: 39.6s | ETA: 7.6m [2025-10-09T00:03:01.527776] [INFO ] [sig ] [177/2211] Forecasting AWI... [2025-10-09T00:03:01.527852] [INFO ] [sig ] Generating forecast for: AWI [2025-10-09T00:03:01.527930] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWI' from 'https://tdm.silogroup.org/data/derivative_storage/AWI.csv'. [2025-10-09T00:03:01.539757] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AWI'. [2025-10-09T00:03:01.540261] [INFO ] [FORECASTER] Starting predict_future for AWI [2025-10-09T00:03:01.568150] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:01.569155] [DEBUG] [LOCAL ] No optimal features file found for AWI: ./output/feature-sets/AWI.txt [2025-10-09T00:03:01.569269] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:01.569346] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:01.569392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:01.569490] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:01.587538] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:01.588575] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:01.588733] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:01.588813] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:01.632184] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:01.632405] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:01.632458] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:01.632493] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:01.636338] [DEBUG] [FORECASTER] AWI: Forecast T+1@11:T+2@11: UP (p=80.12%) [2025-10-09T00:03:01.636716] [INFO ] [FORECASTER] Completed predict_future for AWI [2025-10-09T00:03:01.636890] [INFO ] [sig ] AWI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:01.796100] [INFO ] [LOCAL ] Saved forecast: AWI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AWI.txt [2025-10-09T00:03:01.796574] [WARN ] [sig ] [177/2211] Failed AWI after 0.3s | 4.44 sym/s | Total: 39.9s | ETA: 7.6m [2025-10-09T00:03:01.796693] [INFO ] [sig ] [178/2211] Forecasting AWK... [2025-10-09T00:03:01.796766] [INFO ] [sig ] Generating forecast for: AWK [2025-10-09T00:03:01.796853] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWK' from 'https://tdm.silogroup.org/data/derivative_storage/AWK.csv'. [2025-10-09T00:03:01.810574] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AWK'. [2025-10-09T00:03:01.811169] [INFO ] [FORECASTER] Starting predict_future for AWK [2025-10-09T00:03:01.840302] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:01.841528] [DEBUG] [LOCAL ] No optimal features file found for AWK: ./output/feature-sets/AWK.txt [2025-10-09T00:03:01.841620] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:01.841725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:01.841795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:01.841908] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:01.860838] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:01.861944] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:01.862068] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:01.862141] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:01.904271] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:01.904526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:01.904590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:01.904627] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:01.908579] [DEBUG] [FORECASTER] AWK: Forecast T+1@11:T+2@11: DOWN (p=36.49%) [2025-10-09T00:03:01.908965] [INFO ] [FORECASTER] Completed predict_future for AWK [2025-10-09T00:03:01.909146] [INFO ] [sig ] AWK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:02.058410] [INFO ] [LOCAL ] Saved forecast: AWK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AWK.txt [2025-10-09T00:03:02.058780] [WARN ] [sig ] [178/2211] Failed AWK after 0.3s | 4.43 sym/s | Total: 40.2s | ETA: 7.6m [2025-10-09T00:03:02.058865] [INFO ] [sig ] [179/2211] Forecasting AWP... [2025-10-09T00:03:02.058936] [INFO ] [sig ] Generating forecast for: AWP [2025-10-09T00:03:02.059008] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWP' from 'https://tdm.silogroup.org/data/derivative_storage/AWP.csv'. [2025-10-09T00:03:02.070064] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AWP'. [2025-10-09T00:03:02.070481] [INFO ] [FORECASTER] Starting predict_future for AWP [2025-10-09T00:03:02.096456] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:02.097375] [DEBUG] [LOCAL ] No optimal features file found for AWP: ./output/feature-sets/AWP.txt [2025-10-09T00:03:02.097461] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:02.097536] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:02.097605] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:02.097730] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:02.115561] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:02.116463] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:02.116586] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:02.116684] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:02.154291] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:02.154506] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:02.154555] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:02.154589] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:02.158371] [DEBUG] [FORECASTER] AWP: Forecast T+1@11:T+2@11: UP (p=90.06%) [2025-10-09T00:03:02.158717] [INFO ] [FORECASTER] Completed predict_future for AWP [2025-10-09T00:03:02.158901] [INFO ] [sig ] AWP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:02.324412] [INFO ] [LOCAL ] Saved forecast: AWP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AWP.txt [2025-10-09T00:03:02.324762] [WARN ] [sig ] [179/2211] Failed AWP after 0.3s | 4.43 sym/s | Total: 40.4s | ETA: 7.7m [2025-10-09T00:03:02.324848] [INFO ] [sig ] [180/2211] Forecasting AWR... [2025-10-09T00:03:02.324919] [INFO ] [sig ] Generating forecast for: AWR [2025-10-09T00:03:02.324993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWR' from 'https://tdm.silogroup.org/data/derivative_storage/AWR.csv'. [2025-10-09T00:03:02.336623] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AWR'. [2025-10-09T00:03:02.337103] [INFO ] [FORECASTER] Starting predict_future for AWR [2025-10-09T00:03:02.367998] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:02.368983] [DEBUG] [LOCAL ] No optimal features file found for AWR: ./output/feature-sets/AWR.txt [2025-10-09T00:03:02.369069] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:02.369144] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:02.369214] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:02.369366] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:02.390470] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:02.391598] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:02.391757] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:02.391830] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:02.437946] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:02.438244] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:02.438328] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:02.438376] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:02.443126] [DEBUG] [FORECASTER] AWR: Forecast T+1@11:T+2@11: UP (p=88.14%) [2025-10-09T00:03:02.443558] [INFO ] [FORECASTER] Completed predict_future for AWR [2025-10-09T00:03:02.443819] [INFO ] [sig ] AWR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:02.634777] [INFO ] [LOCAL ] Saved forecast: AWR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AWR.txt [2025-10-09T00:03:02.635121] [WARN ] [sig ] [180/2211] Failed AWR after 0.3s | 4.42 sym/s | Total: 40.7s | ETA: 7.7m [2025-10-09T00:03:02.635209] [INFO ] [sig ] [181/2211] Forecasting AX... [2025-10-09T00:03:02.635283] [INFO ] [sig ] Generating forecast for: AX [2025-10-09T00:03:02.635360] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AX' from 'https://tdm.silogroup.org/data/derivative_storage/AX.csv'. [2025-10-09T00:03:02.649049] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AX'. [2025-10-09T00:03:02.649516] [INFO ] [FORECASTER] Starting predict_future for AX [2025-10-09T00:03:02.680988] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:02.682087] [DEBUG] [LOCAL ] No optimal features file found for AX: ./output/feature-sets/AX.txt [2025-10-09T00:03:02.682170] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:02.682245] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:02.682317] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:02.682420] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:02.702988] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:02.703852] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:02.703981] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:02.704057] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:02.742711] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:02.742892] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:02.742944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:02.742978] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:02.746496] [DEBUG] [FORECASTER] AX: Forecast T+1@11:T+2@11: UP (p=83.95%) [2025-10-09T00:03:02.746849] [INFO ] [FORECASTER] Completed predict_future for AX [2025-10-09T00:03:02.747025] [INFO ] [sig ] AX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:02.890688] [INFO ] [LOCAL ] Saved forecast: AX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AX.txt [2025-10-09T00:03:02.890999] [WARN ] [sig ] [181/2211] Failed AX after 0.3s | 4.41 sym/s | Total: 41.0s | ETA: 7.7m [2025-10-09T00:03:02.891077] [INFO ] [sig ] [182/2211] Forecasting AXL... [2025-10-09T00:03:02.891146] [INFO ] [sig ] Generating forecast for: AXL [2025-10-09T00:03:02.891218] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXL' from 'https://tdm.silogroup.org/data/derivative_storage/AXL.csv'. [2025-10-09T00:03:02.901568] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AXL'. [2025-10-09T00:03:02.901961] [INFO ] [FORECASTER] Starting predict_future for AXL [2025-10-09T00:03:02.928426] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:02.929292] [DEBUG] [LOCAL ] No optimal features file found for AXL: ./output/feature-sets/AXL.txt [2025-10-09T00:03:02.929373] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:02.929446] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:02.929544] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:02.929666] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:02.947437] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:02.948144] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:02.948254] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:02.948323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:02.987500] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:02.987692] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:02.987762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:02.987804] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:02.991414] [DEBUG] [FORECASTER] AXL: Forecast T+1@11:T+2@11: DOWN (p=22.72%) [2025-10-09T00:03:02.991768] [INFO ] [FORECASTER] Completed predict_future for AXL [2025-10-09T00:03:02.991939] [INFO ] [sig ] AXL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:03.136957] [INFO ] [LOCAL ] Saved forecast: AXL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AXL.txt [2025-10-09T00:03:03.137253] [WARN ] [sig ] [182/2211] Failed AXL after 0.2s | 4.41 sym/s | Total: 41.2s | ETA: 7.7m [2025-10-09T00:03:03.137332] [INFO ] [sig ] [183/2211] Forecasting AXP... [2025-10-09T00:03:03.137402] [INFO ] [sig ] Generating forecast for: AXP [2025-10-09T00:03:03.137474] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXP' from 'https://tdm.silogroup.org/data/derivative_storage/AXP.csv'. [2025-10-09T00:03:03.148578] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AXP'. [2025-10-09T00:03:03.148976] [INFO ] [FORECASTER] Starting predict_future for AXP [2025-10-09T00:03:03.182036] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:03.183052] [DEBUG] [LOCAL ] No optimal features file found for AXP: ./output/feature-sets/AXP.txt [2025-10-09T00:03:03.183137] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:03.183214] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:03.183285] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:03.183385] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:03.202377] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:03.203095] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:03.203222] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:03.203297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:03.237796] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:03.237929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:03.237974] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:03.238008] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:03.241529] [DEBUG] [FORECASTER] AXP: Forecast T+1@11:T+2@11: DOWN (p=13.20%) [2025-10-09T00:03:03.241871] [INFO ] [FORECASTER] Completed predict_future for AXP [2025-10-09T00:03:03.242036] [INFO ] [sig ] AXP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:03.391771] [INFO ] [LOCAL ] Saved forecast: AXP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AXP.txt [2025-10-09T00:03:03.392116] [WARN ] [sig ] [183/2211] Failed AXP after 0.3s | 4.41 sym/s | Total: 41.5s | ETA: 7.7m [2025-10-09T00:03:03.392201] [INFO ] [sig ] [184/2211] Forecasting AXR... [2025-10-09T00:03:03.392270] [INFO ] [sig ] Generating forecast for: AXR [2025-10-09T00:03:03.392329] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXR' from 'https://tdm.silogroup.org/data/derivative_storage/AXR.csv'. [2025-10-09T00:03:03.403136] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AXR'. [2025-10-09T00:03:03.403460] [INFO ] [FORECASTER] Starting predict_future for AXR [2025-10-09T00:03:03.429048] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:03.429885] [DEBUG] [LOCAL ] No optimal features file found for AXR: ./output/feature-sets/AXR.txt [2025-10-09T00:03:03.429965] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:03.430037] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:03.430105] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:03.430204] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:03.448384] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:03.449094] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:03.449207] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:03.449305] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:03.480871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:03.481015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:03.481059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:03.481092] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:03.484442] [DEBUG] [FORECASTER] AXR: Forecast T+1@11:T+2@11: DOWN (p=0.97%) [2025-10-09T00:03:03.484783] [INFO ] [FORECASTER] Completed predict_future for AXR [2025-10-09T00:03:03.484936] [INFO ] [sig ] AXR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:03.632297] [INFO ] [LOCAL ] Saved forecast: AXR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AXR.txt [2025-10-09T00:03:03.632603] [WARN ] [sig ] [184/2211] Failed AXR after 0.2s | 4.41 sym/s | Total: 41.7s | ETA: 7.7m [2025-10-09T00:03:03.632708] [INFO ] [sig ] [185/2211] Forecasting AXS... [2025-10-09T00:03:03.632780] [INFO ] [sig ] Generating forecast for: AXS [2025-10-09T00:03:03.632853] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXS' from 'https://tdm.silogroup.org/data/derivative_storage/AXS.csv'. [2025-10-09T00:03:03.644075] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AXS'. [2025-10-09T00:03:03.644416] [INFO ] [FORECASTER] Starting predict_future for AXS [2025-10-09T00:03:03.671334] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:03.672621] [DEBUG] [LOCAL ] No optimal features file found for AXS: ./output/feature-sets/AXS.txt [2025-10-09T00:03:03.672733] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:03.672808] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:03.672877] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:03.672976] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:03.691573] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:03.692246] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:03.692356] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:03.692425] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:03.729386] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:03.729517] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:03.729560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:03.729594] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:03.733399] [DEBUG] [FORECASTER] AXS: Forecast T+1@11:T+2@11: DOWN (p=19.94%) [2025-10-09T00:03:03.733717] [INFO ] [FORECASTER] Completed predict_future for AXS [2025-10-09T00:03:03.733875] [INFO ] [sig ] AXS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:03.877382] [INFO ] [LOCAL ] Saved forecast: AXS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AXS.txt [2025-10-09T00:03:03.877673] [WARN ] [sig ] [185/2211] Failed AXS after 0.2s | 4.41 sym/s | Total: 42.0s | ETA: 7.7m [2025-10-09T00:03:03.877753] [INFO ] [sig ] [186/2211] Forecasting AXTA... [2025-10-09T00:03:03.877824] [INFO ] [sig ] Generating forecast for: AXTA [2025-10-09T00:03:03.877901] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXTA' from 'https://tdm.silogroup.org/data/derivative_storage/AXTA.csv'. [2025-10-09T00:03:03.888903] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AXTA'. [2025-10-09T00:03:03.889330] [INFO ] [FORECASTER] Starting predict_future for AXTA [2025-10-09T00:03:03.915270] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:03.916089] [DEBUG] [LOCAL ] No optimal features file found for AXTA: ./output/feature-sets/AXTA.txt [2025-10-09T00:03:03.916168] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:03.916240] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:03.916307] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:03.916406] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:03.934324] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:03.935010] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:03.935120] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:03.935189] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:03.972586] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:03.972756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:03.972814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:03.972850] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:03.976388] [DEBUG] [FORECASTER] AXTA: Forecast T+1@11:T+2@11: DOWN (p=2.52%) [2025-10-09T00:03:03.976719] [INFO ] [FORECASTER] Completed predict_future for AXTA [2025-10-09T00:03:03.976882] [INFO ] [sig ] AXTA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:04.119911] [INFO ] [LOCAL ] Saved forecast: AXTA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AXTA.txt [2025-10-09T00:03:04.120419] [WARN ] [sig ] [186/2211] Failed AXTA after 0.2s | 4.40 sym/s | Total: 42.2s | ETA: 7.7m [2025-10-09T00:03:04.120498] [INFO ] [sig ] [187/2211] Forecasting AYI... [2025-10-09T00:03:04.120569] [INFO ] [sig ] Generating forecast for: AYI [2025-10-09T00:03:04.120663] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AYI' from 'https://tdm.silogroup.org/data/derivative_storage/AYI.csv'. [2025-10-09T00:03:04.131341] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'AYI'. [2025-10-09T00:03:04.131714] [INFO ] [FORECASTER] Starting predict_future for AYI [2025-10-09T00:03:04.157523] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:04.158336] [DEBUG] [LOCAL ] No optimal features file found for AYI: ./output/feature-sets/AYI.txt [2025-10-09T00:03:04.158416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:04.158489] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:04.158557] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:04.158684] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:04.177121] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:04.177791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:04.177898] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:04.177967] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:04.221730] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:04.221960] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:04.222038] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:04.222076] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:04.225966] [DEBUG] [FORECASTER] AYI: Forecast T+1@11:T+2@11: DOWN (p=0.96%) [2025-10-09T00:03:04.226321] [INFO ] [FORECASTER] Completed predict_future for AYI [2025-10-09T00:03:04.226489] [INFO ] [sig ] AYI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:04.369819] [INFO ] [LOCAL ] Saved forecast: AYI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AYI.txt [2025-10-09T00:03:04.370099] [WARN ] [sig ] [187/2211] Failed AYI after 0.2s | 4.40 sym/s | Total: 42.5s | ETA: 7.7m [2025-10-09T00:03:04.370178] [INFO ] [sig ] [188/2211] Forecasting AZO... [2025-10-09T00:03:04.370248] [INFO ] [sig ] Generating forecast for: AZO [2025-10-09T00:03:04.370320] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AZO' from 'https://tdm.silogroup.org/data/derivative_storage/AZO.csv'. [2025-10-09T00:03:04.382573] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AZO'. [2025-10-09T00:03:04.382977] [INFO ] [FORECASTER] Starting predict_future for AZO [2025-10-09T00:03:04.410545] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:04.411411] [DEBUG] [LOCAL ] No optimal features file found for AZO: ./output/feature-sets/AZO.txt [2025-10-09T00:03:04.411495] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:04.411567] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:04.411635] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:04.411759] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:04.430211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:04.430939] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:04.431051] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:04.431120] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:04.469208] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:04.469398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:04.469447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:04.469481] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:04.473034] [DEBUG] [FORECASTER] AZO: Forecast T+1@11:T+2@11: DOWN (p=2.46%) [2025-10-09T00:03:04.473354] [INFO ] [FORECASTER] Completed predict_future for AZO [2025-10-09T00:03:04.473502] [INFO ] [sig ] AZO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:04.616761] [INFO ] [LOCAL ] Saved forecast: AZO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/AZO.txt [2025-10-09T00:03:04.617091] [WARN ] [sig ] [188/2211] Failed AZO after 0.2s | 4.40 sym/s | Total: 42.7s | ETA: 7.7m [2025-10-09T00:03:04.617172] [INFO ] [sig ] [189/2211] Forecasting AZZ... [2025-10-09T00:03:04.617242] [INFO ] [sig ] Generating forecast for: AZZ [2025-10-09T00:03:04.617315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AZZ' from 'https://tdm.silogroup.org/data/derivative_storage/AZZ.csv'. [2025-10-09T00:03:04.627626] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'AZZ'. [2025-10-09T00:03:04.628068] [INFO ] [FORECASTER] Starting predict_future for AZZ [2025-10-09T00:03:04.654383] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:04.655305] [DEBUG] [LOCAL ] No optimal features file found for AZZ: ./output/feature-sets/AZZ.txt [2025-10-09T00:03:04.655390] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:04.655464] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:04.655533] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:04.655705] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:04.677785] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:04.679008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:04.679140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:04.679212] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:04.722739] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:04.723141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:04.723192] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:04.723233] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:04.727888] [DEBUG] [FORECASTER] AZZ: Forecast T+1@11:T+2@11: UP (p=79.68%) [2025-10-09T00:03:04.728224] [INFO ] [FORECASTER] Completed predict_future for AZZ [2025-10-09T00:03:04.728378] [INFO ] [sig ] AZZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:04.905203] [INFO ] [LOCAL ] Saved forecast: AZZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/AZZ.txt [2025-10-09T00:03:04.905627] [WARN ] [sig ] [189/2211] Failed AZZ after 0.3s | 4.39 sym/s | Total: 43.0s | ETA: 7.7m [2025-10-09T00:03:04.905760] [INFO ] [sig ] [190/2211] Forecasting BA... [2025-10-09T00:03:04.905845] [INFO ] [sig ] Generating forecast for: BA [2025-10-09T00:03:04.905956] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BA' from 'https://tdm.silogroup.org/data/derivative_storage/BA.csv'. [2025-10-09T00:03:04.917400] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BA'. [2025-10-09T00:03:04.917940] [INFO ] [FORECASTER] Starting predict_future for BA [2025-10-09T00:03:04.953591] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:04.955201] [DEBUG] [LOCAL ] No optimal features file found for BA: ./output/feature-sets/BA.txt [2025-10-09T00:03:04.955318] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:04.955418] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:04.955506] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:04.955669] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:04.977271] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:04.978593] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:04.978766] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:04.978849] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:05.024582] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:05.024838] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:05.024896] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:05.025127] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:05.030153] [DEBUG] [FORECASTER] BA: Forecast T+1@11:T+2@11: DOWN (p=2.31%) [2025-10-09T00:03:05.030532] [INFO ] [FORECASTER] Completed predict_future for BA [2025-10-09T00:03:05.030725] [INFO ] [sig ] BA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:05.218233] [INFO ] [LOCAL ] Saved forecast: BA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BA.txt [2025-10-09T00:03:05.218627] [WARN ] [sig ] [190/2211] Failed BA after 0.3s | 4.38 sym/s | Total: 43.3s | ETA: 7.7m [2025-10-09T00:03:05.218751] [INFO ] [sig ] [191/2211] Forecasting BABA... [2025-10-09T00:03:05.218841] [INFO ] [sig ] Generating forecast for: BABA [2025-10-09T00:03:05.218918] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BABA' from 'https://tdm.silogroup.org/data/derivative_storage/BABA.csv'. [2025-10-09T00:03:05.231399] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BABA'. [2025-10-09T00:03:05.232180] [INFO ] [FORECASTER] Starting predict_future for BABA [2025-10-09T00:03:05.263083] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:05.264216] [DEBUG] [LOCAL ] No optimal features file found for BABA: ./output/feature-sets/BABA.txt [2025-10-09T00:03:05.264324] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:05.264401] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:05.264472] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:05.264574] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:05.287209] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:05.288342] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:05.288465] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:05.288539] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:05.337769] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:05.338002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:05.338054] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:05.338090] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:05.342702] [DEBUG] [FORECASTER] BABA: Forecast T+1@11:T+2@11: UP (p=98.63%) [2025-10-09T00:03:05.343034] [INFO ] [FORECASTER] Completed predict_future for BABA [2025-10-09T00:03:05.343197] [INFO ] [sig ] BABA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:05.519493] [INFO ] [LOCAL ] Saved forecast: BABA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BABA.txt [2025-10-09T00:03:05.519884] [WARN ] [sig ] [191/2211] Failed BABA after 0.3s | 4.38 sym/s | Total: 43.6s | ETA: 7.7m [2025-10-09T00:03:05.519992] [INFO ] [sig ] [192/2211] Forecasting BAC... [2025-10-09T00:03:05.520077] [INFO ] [sig ] Generating forecast for: BAC [2025-10-09T00:03:05.520168] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAC' from 'https://tdm.silogroup.org/data/derivative_storage/BAC.csv'. [2025-10-09T00:03:05.532302] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BAC'. [2025-10-09T00:03:05.532765] [INFO ] [FORECASTER] Starting predict_future for BAC [2025-10-09T00:03:05.563239] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:05.564171] [DEBUG] [LOCAL ] No optimal features file found for BAC: ./output/feature-sets/BAC.txt [2025-10-09T00:03:05.564260] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:05.564336] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:05.564408] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:05.564512] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:05.584898] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:05.585978] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:05.586095] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:05.586168] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:05.640575] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:05.640869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:05.640947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:05.640999] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:05.645530] [DEBUG] [FORECASTER] BAC: Forecast T+1@11:T+2@11: DOWN (p=2.15%) [2025-10-09T00:03:05.646036] [INFO ] [FORECASTER] Completed predict_future for BAC [2025-10-09T00:03:05.646255] [INFO ] [sig ] BAC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:05.819493] [INFO ] [LOCAL ] Saved forecast: BAC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BAC.txt [2025-10-09T00:03:05.819884] [WARN ] [sig ] [192/2211] Failed BAC after 0.3s | 4.37 sym/s | Total: 43.9s | ETA: 7.7m [2025-10-09T00:03:05.819973] [INFO ] [sig ] [193/2211] Forecasting BAH... [2025-10-09T00:03:05.820048] [INFO ] [sig ] Generating forecast for: BAH [2025-10-09T00:03:05.820135] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAH' from 'https://tdm.silogroup.org/data/derivative_storage/BAH.csv'. [2025-10-09T00:03:05.827039] [WARN ] [REMOTE ] Historical data not found for symbol 'BAH' (404). [2025-10-09T00:03:05.827374] [FATAL] [sig ] BAH: No historical data fetched. [2025-10-09T00:03:05.827478] [WARN ] [sig ] [193/2211] Failed BAH after 0.0s | 4.39 sym/s | Total: 43.9s | ETA: 7.7m [2025-10-09T00:03:05.827553] [INFO ] [sig ] [194/2211] Forecasting BAK... [2025-10-09T00:03:05.827623] [INFO ] [sig ] Generating forecast for: BAK [2025-10-09T00:03:05.827718] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAK' from 'https://tdm.silogroup.org/data/derivative_storage/BAK.csv'. [2025-10-09T00:03:05.840010] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BAK'. [2025-10-09T00:03:05.840794] [INFO ] [FORECASTER] Starting predict_future for BAK [2025-10-09T00:03:05.871587] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:05.872592] [DEBUG] [LOCAL ] No optimal features file found for BAK: ./output/feature-sets/BAK.txt [2025-10-09T00:03:05.872707] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:05.872785] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:05.872858] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:05.872960] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:05.892091] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:05.893154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:05.893281] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:05.893356] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:05.942575] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:05.942883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:05.942957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:05.943001] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:05.948726] [DEBUG] [FORECASTER] BAK: Forecast T+1@11:T+2@11: UP (p=74.57%) [2025-10-09T00:03:05.949189] [INFO ] [FORECASTER] Completed predict_future for BAK [2025-10-09T00:03:05.949411] [INFO ] [sig ] BAK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:06.096937] [INFO ] [LOCAL ] Saved forecast: BAK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BAK.txt [2025-10-09T00:03:06.097254] [WARN ] [sig ] [194/2211] Failed BAK after 0.3s | 4.39 sym/s | Total: 44.2s | ETA: 7.7m [2025-10-09T00:03:06.097339] [INFO ] [sig ] [195/2211] Forecasting BALL... [2025-10-09T00:03:06.097412] [INFO ] [sig ] Generating forecast for: BALL [2025-10-09T00:03:06.097487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BALL' from 'https://tdm.silogroup.org/data/derivative_storage/BALL.csv'. [2025-10-09T00:03:06.108395] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BALL'. [2025-10-09T00:03:06.108872] [INFO ] [FORECASTER] Starting predict_future for BALL [2025-10-09T00:03:06.136186] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:06.137096] [DEBUG] [LOCAL ] No optimal features file found for BALL: ./output/feature-sets/BALL.txt [2025-10-09T00:03:06.137180] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:06.137255] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:06.137326] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:06.137448] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:06.155317] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:06.156618] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:06.156775] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:06.156847] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:06.202436] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:06.202690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:06.202766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:06.202804] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:06.207433] [DEBUG] [FORECASTER] BALL: Forecast T+1@11:T+2@11: DOWN (p=7.92%) [2025-10-09T00:03:06.207795] [INFO ] [FORECASTER] Completed predict_future for BALL [2025-10-09T00:03:06.207964] [INFO ] [sig ] BALL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:06.350899] [INFO ] [LOCAL ] Saved forecast: BALL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BALL.txt [2025-10-09T00:03:06.351197] [WARN ] [sig ] [195/2211] Failed BALL after 0.3s | 4.39 sym/s | Total: 44.5s | ETA: 7.7m [2025-10-09T00:03:06.351280] [INFO ] [sig ] [196/2211] Forecasting BAM... [2025-10-09T00:03:06.351353] [INFO ] [sig ] Generating forecast for: BAM [2025-10-09T00:03:06.351430] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAM' from 'https://tdm.silogroup.org/data/derivative_storage/BAM.csv'. [2025-10-09T00:03:06.362614] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BAM'. [2025-10-09T00:03:06.363018] [INFO ] [FORECASTER] Starting predict_future for BAM [2025-10-09T00:03:06.397499] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:06.399126] [DEBUG] [LOCAL ] No optimal features file found for BAM: ./output/feature-sets/BAM.txt [2025-10-09T00:03:06.399217] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:06.399319] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:06.399390] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:06.399491] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:06.418090] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:06.419065] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:06.419191] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:06.419287] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:06.475783] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:06.476025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:06.476090] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:06.476127] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:06.479999] [DEBUG] [FORECASTER] BAM: Forecast T+1@11:T+2@11: UP (p=59.22%) [2025-10-09T00:03:06.480353] [INFO ] [FORECASTER] Completed predict_future for BAM [2025-10-09T00:03:06.480512] [INFO ] [sig ] BAM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:06.624693] [INFO ] [LOCAL ] Saved forecast: BAM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BAM.txt [2025-10-09T00:03:06.625204] [WARN ] [sig ] [196/2211] Failed BAM after 0.3s | 4.38 sym/s | Total: 44.7s | ETA: 7.7m [2025-10-09T00:03:06.625288] [INFO ] [sig ] [197/2211] Forecasting BANC... [2025-10-09T00:03:06.625360] [INFO ] [sig ] Generating forecast for: BANC [2025-10-09T00:03:06.625434] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BANC' from 'https://tdm.silogroup.org/data/derivative_storage/BANC.csv'. [2025-10-09T00:03:06.640820] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BANC'. [2025-10-09T00:03:06.641222] [INFO ] [FORECASTER] Starting predict_future for BANC [2025-10-09T00:03:06.668135] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:06.669008] [DEBUG] [LOCAL ] No optimal features file found for BANC: ./output/feature-sets/BANC.txt [2025-10-09T00:03:06.669087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:06.669160] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:06.669245] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:06.669346] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:06.687089] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:06.687770] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:06.687880] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:06.687950] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:06.726364] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:06.726580] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:06.726632] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:06.726709] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:06.730419] [DEBUG] [FORECASTER] BANC: Forecast T+1@11:T+2@11: UP (p=57.07%) [2025-10-09T00:03:06.730767] [INFO ] [FORECASTER] Completed predict_future for BANC [2025-10-09T00:03:06.730928] [INFO ] [sig ] BANC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:06.876391] [INFO ] [LOCAL ] Saved forecast: BANC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BANC.txt [2025-10-09T00:03:06.876747] [WARN ] [sig ] [197/2211] Failed BANC after 0.3s | 4.38 sym/s | Total: 45.0s | ETA: 7.7m [2025-10-09T00:03:06.876834] [INFO ] [sig ] [198/2211] Forecasting BAP... [2025-10-09T00:03:06.876908] [INFO ] [sig ] Generating forecast for: BAP [2025-10-09T00:03:06.876979] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAP' from 'https://tdm.silogroup.org/data/derivative_storage/BAP.csv'. [2025-10-09T00:03:06.887833] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BAP'. [2025-10-09T00:03:06.888185] [INFO ] [FORECASTER] Starting predict_future for BAP [2025-10-09T00:03:06.913699] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:06.914490] [DEBUG] [LOCAL ] No optimal features file found for BAP: ./output/feature-sets/BAP.txt [2025-10-09T00:03:06.914573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:06.914667] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:06.914737] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:06.914838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:06.932705] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:06.933306] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:06.933414] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:06.933484] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:06.968022] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:06.968248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:06.968299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:06.968334] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:06.972190] [DEBUG] [FORECASTER] BAP: Forecast T+1@11:T+2@11: UP (p=85.22%) [2025-10-09T00:03:06.972557] [INFO ] [FORECASTER] Completed predict_future for BAP [2025-10-09T00:03:06.972753] [INFO ] [sig ] BAP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:07.118949] [INFO ] [LOCAL ] Saved forecast: BAP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BAP.txt [2025-10-09T00:03:07.119279] [WARN ] [sig ] [198/2211] Failed BAP after 0.2s | 4.38 sym/s | Total: 45.2s | ETA: 7.7m [2025-10-09T00:03:07.119365] [INFO ] [sig ] [199/2211] Forecasting BARK... [2025-10-09T00:03:07.119436] [INFO ] [sig ] Generating forecast for: BARK [2025-10-09T00:03:07.119509] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BARK' from 'https://tdm.silogroup.org/data/derivative_storage/BARK.csv'. [2025-10-09T00:03:07.134494] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BARK'. [2025-10-09T00:03:07.135310] [INFO ] [FORECASTER] Starting predict_future for BARK [2025-10-09T00:03:07.161179] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:07.162023] [DEBUG] [LOCAL ] No optimal features file found for BARK: ./output/feature-sets/BARK.txt [2025-10-09T00:03:07.162104] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:07.162175] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:07.162243] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:07.162342] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:07.180857] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:07.181591] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:07.181722] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:07.181792] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:07.218363] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:07.218538] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:07.218586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:07.218620] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:07.222243] [DEBUG] [FORECASTER] BARK: Forecast T+1@11:T+2@11: UP (p=95.04%) [2025-10-09T00:03:07.222544] [INFO ] [FORECASTER] Completed predict_future for BARK [2025-10-09T00:03:07.222717] [INFO ] [sig ] BARK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:07.365102] [INFO ] [LOCAL ] Saved forecast: BARK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BARK.txt [2025-10-09T00:03:07.365356] [WARN ] [sig ] [199/2211] Failed BARK after 0.2s | 4.38 sym/s | Total: 45.5s | ETA: 7.7m [2025-10-09T00:03:07.365435] [INFO ] [sig ] [200/2211] Forecasting BAX... [2025-10-09T00:03:07.365504] [INFO ] [sig ] Generating forecast for: BAX [2025-10-09T00:03:07.365580] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAX' from 'https://tdm.silogroup.org/data/derivative_storage/BAX.csv'. [2025-10-09T00:03:07.377191] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BAX'. [2025-10-09T00:03:07.377498] [INFO ] [FORECASTER] Starting predict_future for BAX [2025-10-09T00:03:07.403508] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:07.404680] [DEBUG] [LOCAL ] No optimal features file found for BAX: ./output/feature-sets/BAX.txt [2025-10-09T00:03:07.404764] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:07.404837] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:07.404905] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:07.405005] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:07.423321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:07.424410] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:07.424525] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:07.424595] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:07.462744] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:07.462833] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:07.462875] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:07.462927] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:07.466259] [DEBUG] [FORECASTER] BAX: Forecast T+1@11:T+2@11: DOWN (p=13.82%) [2025-10-09T00:03:07.466540] [INFO ] [FORECASTER] Completed predict_future for BAX [2025-10-09T00:03:07.466708] [INFO ] [sig ] BAX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:07.607979] [INFO ] [LOCAL ] Saved forecast: BAX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BAX.txt [2025-10-09T00:03:07.608209] [WARN ] [sig ] [200/2211] Failed BAX after 0.2s | 4.37 sym/s | Total: 45.7s | ETA: 7.7m [2025-10-09T00:03:07.608283] [INFO ] [sig ] [201/2211] Forecasting BB... [2025-10-09T00:03:07.608332] [INFO ] [sig ] Generating forecast for: BB [2025-10-09T00:03:07.608372] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BB' from 'https://tdm.silogroup.org/data/derivative_storage/BB.csv'. [2025-10-09T00:03:07.618389] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BB'. [2025-10-09T00:03:07.618712] [INFO ] [FORECASTER] Starting predict_future for BB [2025-10-09T00:03:07.644837] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:07.645558] [DEBUG] [LOCAL ] No optimal features file found for BB: ./output/feature-sets/BB.txt [2025-10-09T00:03:07.645637] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:07.645731] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:07.645800] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:07.645899] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:07.663961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:07.664535] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:07.664640] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:07.664733] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:07.702244] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:07.702337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:07.702377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:07.702410] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:07.705530] [DEBUG] [FORECASTER] BB: Forecast T+1@11:T+2@11: UP (p=96.91%) [2025-10-09T00:03:07.705840] [INFO ] [FORECASTER] Completed predict_future for BB [2025-10-09T00:03:07.706003] [INFO ] [sig ] BB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:07.847847] [INFO ] [LOCAL ] Saved forecast: BB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BB.txt [2025-10-09T00:03:07.848073] [WARN ] [sig ] [201/2211] Failed BB after 0.2s | 4.37 sym/s | Total: 46.0s | ETA: 7.7m [2025-10-09T00:03:07.848151] [INFO ] [sig ] [202/2211] Forecasting BBAI... [2025-10-09T00:03:07.848221] [INFO ] [sig ] Generating forecast for: BBAI [2025-10-09T00:03:07.848293] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBAI' from 'https://tdm.silogroup.org/data/derivative_storage/BBAI.csv'. [2025-10-09T00:03:07.858583] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBAI'. [2025-10-09T00:03:07.859016] [INFO ] [FORECASTER] Starting predict_future for BBAI [2025-10-09T00:03:07.886919] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:07.887829] [DEBUG] [LOCAL ] No optimal features file found for BBAI: ./output/feature-sets/BBAI.txt [2025-10-09T00:03:07.887908] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:07.887995] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:07.888077] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:07.888240] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:07.906333] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:07.907071] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:07.907185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:07.907272] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:07.944615] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:07.944746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:07.944794] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:07.944828] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:07.947983] [DEBUG] [FORECASTER] BBAI: Forecast T+1@11:T+2@11: DOWN (p=7.32%) [2025-10-09T00:03:07.948269] [INFO ] [FORECASTER] Completed predict_future for BBAI [2025-10-09T00:03:07.948412] [INFO ] [sig ] BBAI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:08.090300] [INFO ] [LOCAL ] Saved forecast: BBAI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BBAI.txt [2025-10-09T00:03:08.090600] [WARN ] [sig ] [202/2211] Failed BBAI after 0.2s | 4.37 sym/s | Total: 46.2s | ETA: 7.7m [2025-10-09T00:03:08.090705] [INFO ] [sig ] [203/2211] Forecasting BBAR... [2025-10-09T00:03:08.090791] [INFO ] [sig ] Generating forecast for: BBAR [2025-10-09T00:03:08.090879] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBAR' from 'https://tdm.silogroup.org/data/derivative_storage/BBAR.csv'. [2025-10-09T00:03:08.104705] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBAR'. [2025-10-09T00:03:08.105071] [INFO ] [FORECASTER] Starting predict_future for BBAR [2025-10-09T00:03:08.131218] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:08.132026] [DEBUG] [LOCAL ] No optimal features file found for BBAR: ./output/feature-sets/BBAR.txt [2025-10-09T00:03:08.132105] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:08.132191] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:08.132278] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:08.132394] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:08.151156] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:08.151810] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:08.151919] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:08.152003] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:08.187527] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:08.187623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:08.187700] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:08.187755] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:08.191019] [DEBUG] [FORECASTER] BBAR: Forecast T+1@11:T+2@11: UP (p=65.65%) [2025-10-09T00:03:08.191299] [INFO ] [FORECASTER] Completed predict_future for BBAR [2025-10-09T00:03:08.191464] [INFO ] [sig ] BBAR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:08.331357] [INFO ] [LOCAL ] Saved forecast: BBAR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BBAR.txt [2025-10-09T00:03:08.331612] [WARN ] [sig ] [203/2211] Failed BBAR after 0.2s | 4.37 sym/s | Total: 46.4s | ETA: 7.7m [2025-10-09T00:03:08.331765] [INFO ] [sig ] [204/2211] Forecasting BBD... [2025-10-09T00:03:08.331840] [INFO ] [sig ] Generating forecast for: BBD [2025-10-09T00:03:08.331915] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBD' from 'https://tdm.silogroup.org/data/derivative_storage/BBD.csv'. [2025-10-09T00:03:08.342001] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBD'. [2025-10-09T00:03:08.342331] [INFO ] [FORECASTER] Starting predict_future for BBD [2025-10-09T00:03:08.368016] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:08.368802] [DEBUG] [LOCAL ] No optimal features file found for BBD: ./output/feature-sets/BBD.txt [2025-10-09T00:03:08.368879] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:08.368956] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:08.369024] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:08.369124] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:08.386727] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:08.387314] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:08.387426] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:08.387496] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:08.422896] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:08.422989] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:08.423031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:08.423063] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:08.426174] [DEBUG] [FORECASTER] BBD: Forecast T+1@11:T+2@11: DOWN (p=43.76%) [2025-10-09T00:03:08.426453] [INFO ] [FORECASTER] Completed predict_future for BBD [2025-10-09T00:03:08.426595] [INFO ] [sig ] BBD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:08.566964] [INFO ] [LOCAL ] Saved forecast: BBD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BBD.txt [2025-10-09T00:03:08.567208] [WARN ] [sig ] [204/2211] Failed BBD after 0.2s | 4.37 sym/s | Total: 46.7s | ETA: 7.7m [2025-10-09T00:03:08.567286] [INFO ] [sig ] [205/2211] Forecasting BBDC... [2025-10-09T00:03:08.567356] [INFO ] [sig ] Generating forecast for: BBDC [2025-10-09T00:03:08.567426] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBDC' from 'https://tdm.silogroup.org/data/derivative_storage/BBDC.csv'. [2025-10-09T00:03:08.577810] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBDC'. [2025-10-09T00:03:08.578103] [INFO ] [FORECASTER] Starting predict_future for BBDC [2025-10-09T00:03:08.605590] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:08.606338] [DEBUG] [LOCAL ] No optimal features file found for BBDC: ./output/feature-sets/BBDC.txt [2025-10-09T00:03:08.606417] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:08.606489] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:08.606557] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:08.606679] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:08.624530] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:08.625150] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:08.625261] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:08.625331] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:08.661721] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:08.661810] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:08.661850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:08.661883] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:08.665501] [DEBUG] [FORECASTER] BBDC: Forecast T+1@11:T+2@11: UP (p=85.91%) [2025-10-09T00:03:08.665837] [INFO ] [FORECASTER] Completed predict_future for BBDC [2025-10-09T00:03:08.665999] [INFO ] [sig ] BBDC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:08.808434] [INFO ] [LOCAL ] Saved forecast: BBDC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BBDC.txt [2025-10-09T00:03:08.808717] [WARN ] [sig ] [205/2211] Failed BBDC after 0.2s | 4.37 sym/s | Total: 46.9s | ETA: 7.7m [2025-10-09T00:03:08.808799] [INFO ] [sig ] [206/2211] Forecasting BBDO... [2025-10-09T00:03:08.808870] [INFO ] [sig ] Generating forecast for: BBDO [2025-10-09T00:03:08.808941] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBDO' from 'https://tdm.silogroup.org/data/derivative_storage/BBDO.csv'. [2025-10-09T00:03:08.814609] [WARN ] [REMOTE ] Historical data not found for symbol 'BBDO' (404). [2025-10-09T00:03:08.814816] [FATAL] [sig ] BBDO: No historical data fetched. [2025-10-09T00:03:08.814906] [WARN ] [sig ] [206/2211] Failed BBDO after 0.0s | 4.39 sym/s | Total: 46.9s | ETA: 7.6m [2025-10-09T00:03:08.814980] [INFO ] [sig ] [207/2211] Forecasting BBN... [2025-10-09T00:03:08.815049] [INFO ] [sig ] Generating forecast for: BBN [2025-10-09T00:03:08.815181] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBN' from 'https://tdm.silogroup.org/data/derivative_storage/BBN.csv'. [2025-10-09T00:03:08.824481] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBN'. [2025-10-09T00:03:08.824798] [INFO ] [FORECASTER] Starting predict_future for BBN [2025-10-09T00:03:08.850123] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:08.850985] [DEBUG] [LOCAL ] No optimal features file found for BBN: ./output/feature-sets/BBN.txt [2025-10-09T00:03:08.851064] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:08.851151] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:08.851234] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:08.851349] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:08.869041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:08.869715] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:08.869823] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:08.869907] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:08.907866] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:08.907965] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:08.908006] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:08.908039] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:08.911230] [DEBUG] [FORECASTER] BBN: Forecast T+1@11:T+2@11: UP (p=51.31%) [2025-10-09T00:03:08.911506] [INFO ] [FORECASTER] Completed predict_future for BBN [2025-10-09T00:03:08.911677] [INFO ] [sig ] BBN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:09.052040] [INFO ] [LOCAL ] Saved forecast: BBN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BBN.txt [2025-10-09T00:03:09.052308] [WARN ] [sig ] [207/2211] Failed BBN after 0.2s | 4.39 sym/s | Total: 47.2s | ETA: 7.6m [2025-10-09T00:03:09.052387] [INFO ] [sig ] [208/2211] Forecasting BBU... [2025-10-09T00:03:09.052529] [INFO ] [sig ] Generating forecast for: BBU [2025-10-09T00:03:09.052603] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBU' from 'https://tdm.silogroup.org/data/derivative_storage/BBU.csv'. [2025-10-09T00:03:09.062740] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBU'. [2025-10-09T00:03:09.063041] [INFO ] [FORECASTER] Starting predict_future for BBU [2025-10-09T00:03:09.088787] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:09.089559] [DEBUG] [LOCAL ] No optimal features file found for BBU: ./output/feature-sets/BBU.txt [2025-10-09T00:03:09.089639] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:09.089734] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:09.089803] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:09.089917] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:09.107527] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:09.108334] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:09.108450] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:09.108521] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:09.144888] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:09.144982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:09.145022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:09.145055] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:09.148203] [DEBUG] [FORECASTER] BBU: Forecast T+1@11:T+2@11: DOWN (p=30.91%) [2025-10-09T00:03:09.148489] [INFO ] [FORECASTER] Completed predict_future for BBU [2025-10-09T00:03:09.148669] [INFO ] [sig ] BBU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:09.293126] [INFO ] [LOCAL ] Saved forecast: BBU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BBU.txt [2025-10-09T00:03:09.293444] [WARN ] [sig ] [208/2211] Failed BBU after 0.2s | 4.39 sym/s | Total: 47.4s | ETA: 7.6m [2025-10-09T00:03:09.293528] [INFO ] [sig ] [209/2211] Forecasting BBUC... [2025-10-09T00:03:09.293599] [INFO ] [sig ] Generating forecast for: BBUC [2025-10-09T00:03:09.293697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBUC' from 'https://tdm.silogroup.org/data/derivative_storage/BBUC.csv'. [2025-10-09T00:03:09.305127] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBUC'. [2025-10-09T00:03:09.305522] [INFO ] [FORECASTER] Starting predict_future for BBUC [2025-10-09T00:03:09.332325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:09.333207] [DEBUG] [LOCAL ] No optimal features file found for BBUC: ./output/feature-sets/BBUC.txt [2025-10-09T00:03:09.333285] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:09.333358] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:09.333427] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:09.333526] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:09.351324] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:09.352284] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:09.352403] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:09.352474] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:09.392471] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:09.392719] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:09.392790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:09.392827] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:09.396586] [DEBUG] [FORECASTER] BBUC: Forecast T+1@11:T+2@11: UP (p=89.02%) [2025-10-09T00:03:09.396949] [INFO ] [FORECASTER] Completed predict_future for BBUC [2025-10-09T00:03:09.397112] [INFO ] [sig ] BBUC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:09.539982] [INFO ] [LOCAL ] Saved forecast: BBUC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BBUC.txt [2025-10-09T00:03:09.540283] [WARN ] [sig ] [209/2211] Failed BBUC after 0.2s | 4.39 sym/s | Total: 47.7s | ETA: 7.6m [2025-10-09T00:03:09.540364] [INFO ] [sig ] [210/2211] Forecasting BBVA... [2025-10-09T00:03:09.540435] [INFO ] [sig ] Generating forecast for: BBVA [2025-10-09T00:03:09.540508] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBVA' from 'https://tdm.silogroup.org/data/derivative_storage/BBVA.csv'. [2025-10-09T00:03:09.551103] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBVA'. [2025-10-09T00:03:09.551516] [INFO ] [FORECASTER] Starting predict_future for BBVA [2025-10-09T00:03:09.577325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:09.578257] [DEBUG] [LOCAL ] No optimal features file found for BBVA: ./output/feature-sets/BBVA.txt [2025-10-09T00:03:09.578339] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:09.578413] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:09.578481] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:09.578581] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:09.596341] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:09.597117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:09.597230] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:09.597301] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:09.635822] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:09.636029] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:09.636076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:09.636111] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:09.639887] [DEBUG] [FORECASTER] BBVA: Forecast T+1@11:T+2@11: DOWN (p=18.64%) [2025-10-09T00:03:09.640205] [INFO ] [FORECASTER] Completed predict_future for BBVA [2025-10-09T00:03:09.640354] [INFO ] [sig ] BBVA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:09.783060] [INFO ] [LOCAL ] Saved forecast: BBVA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BBVA.txt [2025-10-09T00:03:09.783345] [WARN ] [sig ] [210/2211] Failed BBVA after 0.2s | 4.38 sym/s | Total: 47.9s | ETA: 7.6m [2025-10-09T00:03:09.783430] [INFO ] [sig ] [211/2211] Forecasting BBW... [2025-10-09T00:03:09.783505] [INFO ] [sig ] Generating forecast for: BBW [2025-10-09T00:03:09.783579] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBW' from 'https://tdm.silogroup.org/data/derivative_storage/BBW.csv'. [2025-10-09T00:03:09.794442] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBW'. [2025-10-09T00:03:09.794944] [INFO ] [FORECASTER] Starting predict_future for BBW [2025-10-09T00:03:09.821164] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:09.822070] [DEBUG] [LOCAL ] No optimal features file found for BBW: ./output/feature-sets/BBW.txt [2025-10-09T00:03:09.822150] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:09.822224] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:09.822293] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:09.822393] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:09.840305] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:09.841242] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:09.841362] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:09.841433] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:09.880792] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:09.881004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:09.881050] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:09.881085] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:09.884831] [DEBUG] [FORECASTER] BBW: Forecast T+1@11:T+2@11: UP (p=66.68%) [2025-10-09T00:03:09.885148] [INFO ] [FORECASTER] Completed predict_future for BBW [2025-10-09T00:03:09.885296] [INFO ] [sig ] BBW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:10.035378] [INFO ] [LOCAL ] Saved forecast: BBW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BBW.txt [2025-10-09T00:03:10.035722] [WARN ] [sig ] [211/2211] Failed BBW after 0.3s | 4.38 sym/s | Total: 48.1s | ETA: 7.6m [2025-10-09T00:03:10.035807] [INFO ] [sig ] [212/2211] Forecasting BBWI... [2025-10-09T00:03:10.035877] [INFO ] [sig ] Generating forecast for: BBWI [2025-10-09T00:03:10.035957] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBWI' from 'https://tdm.silogroup.org/data/derivative_storage/BBWI.csv'. [2025-10-09T00:03:10.046765] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBWI'. [2025-10-09T00:03:10.047114] [INFO ] [FORECASTER] Starting predict_future for BBWI [2025-10-09T00:03:10.072571] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:10.073429] [DEBUG] [LOCAL ] No optimal features file found for BBWI: ./output/feature-sets/BBWI.txt [2025-10-09T00:03:10.073511] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:10.073588] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:10.073693] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:10.073822] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:10.092040] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:10.092900] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:10.093013] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:10.093098] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:10.130999] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:10.131227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:10.131472] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:10.131507] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:10.135285] [DEBUG] [FORECASTER] BBWI: Forecast T+1@11:T+2@11: UP (p=69.27%) [2025-10-09T00:03:10.135592] [INFO ] [FORECASTER] Completed predict_future for BBWI [2025-10-09T00:03:10.135772] [INFO ] [sig ] BBWI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:10.284027] [INFO ] [LOCAL ] Saved forecast: BBWI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BBWI.txt [2025-10-09T00:03:10.284544] [WARN ] [sig ] [212/2211] Failed BBWI after 0.2s | 4.38 sym/s | Total: 48.4s | ETA: 7.6m [2025-10-09T00:03:10.284629] [INFO ] [sig ] [213/2211] Forecasting BBY... [2025-10-09T00:03:10.284733] [INFO ] [sig ] Generating forecast for: BBY [2025-10-09T00:03:10.284820] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBY' from 'https://tdm.silogroup.org/data/derivative_storage/BBY.csv'. [2025-10-09T00:03:10.295508] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BBY'. [2025-10-09T00:03:10.295920] [INFO ] [FORECASTER] Starting predict_future for BBY [2025-10-09T00:03:10.322409] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:10.323278] [DEBUG] [LOCAL ] No optimal features file found for BBY: ./output/feature-sets/BBY.txt [2025-10-09T00:03:10.323358] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:10.323431] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:10.323500] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:10.323600] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:10.341109] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:10.341769] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:10.341877] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:10.341927] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:10.380840] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:10.381046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:10.381095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:10.381337] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:10.385611] [DEBUG] [FORECASTER] BBY: Forecast T+1@11:T+2@11: DOWN (p=32.03%) [2025-10-09T00:03:10.385989] [INFO ] [FORECASTER] Completed predict_future for BBY [2025-10-09T00:03:10.386158] [INFO ] [sig ] BBY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:10.534545] [INFO ] [LOCAL ] Saved forecast: BBY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BBY.txt [2025-10-09T00:03:10.534917] [WARN ] [sig ] [213/2211] Failed BBY after 0.3s | 4.38 sym/s | Total: 48.6s | ETA: 7.6m [2025-10-09T00:03:10.535001] [INFO ] [sig ] [214/2211] Forecasting BC... [2025-10-09T00:03:10.535072] [INFO ] [sig ] Generating forecast for: BC [2025-10-09T00:03:10.535332] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BC' from 'https://tdm.silogroup.org/data/derivative_storage/BC.csv'. [2025-10-09T00:03:10.546492] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BC'. [2025-10-09T00:03:10.546979] [INFO ] [FORECASTER] Starting predict_future for BC [2025-10-09T00:03:10.573634] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:10.574522] [DEBUG] [LOCAL ] No optimal features file found for BC: ./output/feature-sets/BC.txt [2025-10-09T00:03:10.574603] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:10.574702] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:10.574772] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:10.574873] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:10.594027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:10.595112] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:10.595242] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:10.595314] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:10.633180] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:10.633399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:10.633448] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:10.633483] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:10.637672] [DEBUG] [FORECASTER] BC: Forecast T+1@11:T+2@11: UP (p=96.68%) [2025-10-09T00:03:10.638004] [INFO ] [FORECASTER] Completed predict_future for BC [2025-10-09T00:03:10.638156] [INFO ] [sig ] BC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:10.781941] [INFO ] [LOCAL ] Saved forecast: BC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BC.txt [2025-10-09T00:03:10.782298] [WARN ] [sig ] [214/2211] Failed BC after 0.2s | 4.38 sym/s | Total: 48.9s | ETA: 7.6m [2025-10-09T00:03:10.782383] [INFO ] [sig ] [215/2211] Forecasting BCAT... [2025-10-09T00:03:10.782453] [INFO ] [sig ] Generating forecast for: BCAT [2025-10-09T00:03:10.782528] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCAT' from 'https://tdm.silogroup.org/data/derivative_storage/BCAT.csv'. [2025-10-09T00:03:10.793436] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BCAT'. [2025-10-09T00:03:10.793955] [INFO ] [FORECASTER] Starting predict_future for BCAT [2025-10-09T00:03:10.822020] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:10.822962] [DEBUG] [LOCAL ] No optimal features file found for BCAT: ./output/feature-sets/BCAT.txt [2025-10-09T00:03:10.823044] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:10.823132] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:10.823218] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:10.823363] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:10.842001] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:10.843014] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:10.843137] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:10.843222] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:10.879716] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:10.879900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:10.879945] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:10.879983] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:10.883547] [DEBUG] [FORECASTER] BCAT: Forecast T+1@11:T+2@11: DOWN (p=2.99%) [2025-10-09T00:03:10.883880] [INFO ] [FORECASTER] Completed predict_future for BCAT [2025-10-09T00:03:10.884042] [INFO ] [sig ] BCAT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:11.028697] [INFO ] [LOCAL ] Saved forecast: BCAT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BCAT.txt [2025-10-09T00:03:11.028967] [WARN ] [sig ] [215/2211] Failed BCAT after 0.2s | 4.38 sym/s | Total: 49.1s | ETA: 7.6m [2025-10-09T00:03:11.029047] [INFO ] [sig ] [216/2211] Forecasting BCC... [2025-10-09T00:03:11.029198] [INFO ] [sig ] Generating forecast for: BCC [2025-10-09T00:03:11.029315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCC' from 'https://tdm.silogroup.org/data/derivative_storage/BCC.csv'. [2025-10-09T00:03:11.039383] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BCC'. [2025-10-09T00:03:11.039705] [INFO ] [FORECASTER] Starting predict_future for BCC [2025-10-09T00:03:11.065905] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:11.066676] [DEBUG] [LOCAL ] No optimal features file found for BCC: ./output/feature-sets/BCC.txt [2025-10-09T00:03:11.066755] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:11.066828] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:11.066896] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:11.067000] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:11.084809] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:11.085395] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:11.085502] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:11.085572] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:11.123621] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:11.123742] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:11.123788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:11.123822] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:11.126919] [DEBUG] [FORECASTER] BCC: Forecast T+1@11:T+2@11: DOWN (p=33.46%) [2025-10-09T00:03:11.127204] [INFO ] [FORECASTER] Completed predict_future for BCC [2025-10-09T00:03:11.127358] [INFO ] [sig ] BCC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:11.268429] [INFO ] [LOCAL ] Saved forecast: BCC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BCC.txt [2025-10-09T00:03:11.268715] [WARN ] [sig ] [216/2211] Failed BCC after 0.2s | 4.37 sym/s | Total: 49.4s | ETA: 7.6m [2025-10-09T00:03:11.268797] [INFO ] [sig ] [217/2211] Forecasting BCE... [2025-10-09T00:03:11.268867] [INFO ] [sig ] Generating forecast for: BCE [2025-10-09T00:03:11.268939] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCE' from 'https://tdm.silogroup.org/data/derivative_storage/BCE.csv'. [2025-10-09T00:03:11.279047] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BCE'. [2025-10-09T00:03:11.279385] [INFO ] [FORECASTER] Starting predict_future for BCE [2025-10-09T00:03:11.304831] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:11.305561] [DEBUG] [LOCAL ] No optimal features file found for BCE: ./output/feature-sets/BCE.txt [2025-10-09T00:03:11.305661] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:11.305738] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:11.305807] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:11.305908] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:11.323300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:11.323922] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:11.324031] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:11.324102] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:11.361887] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:11.361993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:11.362035] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:11.362067] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:11.365216] [DEBUG] [FORECASTER] BCE: Forecast T+1@11:T+2@11: UP (p=68.61%) [2025-10-09T00:03:11.365497] [INFO ] [FORECASTER] Completed predict_future for BCE [2025-10-09T00:03:11.365668] [INFO ] [sig ] BCE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:11.509522] [INFO ] [LOCAL ] Saved forecast: BCE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BCE.txt [2025-10-09T00:03:11.509796] [WARN ] [sig ] [217/2211] Failed BCE after 0.2s | 4.37 sym/s | Total: 49.6s | ETA: 7.6m [2025-10-09T00:03:11.509878] [INFO ] [sig ] [218/2211] Forecasting BCH... [2025-10-09T00:03:11.509949] [INFO ] [sig ] Generating forecast for: BCH [2025-10-09T00:03:11.510023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCH' from 'https://tdm.silogroup.org/data/derivative_storage/BCH.csv'. [2025-10-09T00:03:11.514883] [WARN ] [REMOTE ] Historical data not found for symbol 'BCH' (404). [2025-10-09T00:03:11.515074] [FATAL] [sig ] BCH: No historical data fetched. [2025-10-09T00:03:11.515164] [WARN ] [sig ] [218/2211] Failed BCH after 0.0s | 4.39 sym/s | Total: 49.6s | ETA: 7.6m [2025-10-09T00:03:11.515240] [INFO ] [sig ] [219/2211] Forecasting BCO... [2025-10-09T00:03:11.515307] [INFO ] [sig ] Generating forecast for: BCO [2025-10-09T00:03:11.515378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCO' from 'https://tdm.silogroup.org/data/derivative_storage/BCO.csv'. [2025-10-09T00:03:11.524062] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BCO'. [2025-10-09T00:03:11.524339] [INFO ] [FORECASTER] Starting predict_future for BCO [2025-10-09T00:03:11.549807] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:11.550569] [DEBUG] [LOCAL ] No optimal features file found for BCO: ./output/feature-sets/BCO.txt [2025-10-09T00:03:11.550673] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:11.550748] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:11.550817] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:11.550920] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:11.568770] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:11.569426] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:11.569534] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:11.569604] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:11.607975] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:11.608070] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:11.608112] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:11.608163] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:11.611364] [DEBUG] [FORECASTER] BCO: Forecast T+1@11:T+2@11: UP (p=95.88%) [2025-10-09T00:03:11.611669] [INFO ] [FORECASTER] Completed predict_future for BCO [2025-10-09T00:03:11.611832] [INFO ] [sig ] BCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:11.753896] [INFO ] [LOCAL ] Saved forecast: BCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BCO.txt [2025-10-09T00:03:11.754132] [WARN ] [sig ] [219/2211] Failed BCO after 0.2s | 4.39 sym/s | Total: 49.9s | ETA: 7.6m [2025-10-09T00:03:11.754210] [INFO ] [sig ] [220/2211] Forecasting BCS... [2025-10-09T00:03:11.754259] [INFO ] [sig ] Generating forecast for: BCS [2025-10-09T00:03:11.754322] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCS' from 'https://tdm.silogroup.org/data/derivative_storage/BCS.csv'. [2025-10-09T00:03:11.764871] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BCS'. [2025-10-09T00:03:11.765377] [INFO ] [FORECASTER] Starting predict_future for BCS [2025-10-09T00:03:11.790963] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:11.791750] [DEBUG] [LOCAL ] No optimal features file found for BCS: ./output/feature-sets/BCS.txt [2025-10-09T00:03:11.791830] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:11.791902] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:11.791972] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:11.792075] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:11.809664] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:11.810247] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:11.810354] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:11.810423] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:11.845952] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:11.846043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:11.846084] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:11.846117] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:11.849207] [DEBUG] [FORECASTER] BCS: Forecast T+1@11:T+2@11: DOWN (p=23.97%) [2025-10-09T00:03:11.849517] [INFO ] [FORECASTER] Completed predict_future for BCS [2025-10-09T00:03:11.849693] [INFO ] [sig ] BCS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:11.991217] [INFO ] [LOCAL ] Saved forecast: BCS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BCS.txt [2025-10-09T00:03:11.991456] [WARN ] [sig ] [220/2211] Failed BCS after 0.2s | 4.39 sym/s | Total: 50.1s | ETA: 7.6m [2025-10-09T00:03:11.991535] [INFO ] [sig ] [221/2211] Forecasting BCSF... [2025-10-09T00:03:11.991707] [INFO ] [sig ] Generating forecast for: BCSF [2025-10-09T00:03:11.991781] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCSF' from 'https://tdm.silogroup.org/data/derivative_storage/BCSF.csv'. [2025-10-09T00:03:12.002035] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BCSF'. [2025-10-09T00:03:12.002354] [INFO ] [FORECASTER] Starting predict_future for BCSF [2025-10-09T00:03:12.028262] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:12.029101] [DEBUG] [LOCAL ] No optimal features file found for BCSF: ./output/feature-sets/BCSF.txt [2025-10-09T00:03:12.029183] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:12.029276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:12.029346] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:12.029464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:12.046966] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:12.047584] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:12.047720] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:12.047793] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:12.084981] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:12.085087] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:12.085127] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:12.085160] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:12.088318] [DEBUG] [FORECASTER] BCSF: Forecast T+1@11:T+2@11: UP (p=73.46%) [2025-10-09T00:03:12.088601] [INFO ] [FORECASTER] Completed predict_future for BCSF [2025-10-09T00:03:12.088783] [INFO ] [sig ] BCSF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:12.230532] [INFO ] [LOCAL ] Saved forecast: BCSF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BCSF.txt [2025-10-09T00:03:12.230808] [WARN ] [sig ] [221/2211] Failed BCSF after 0.2s | 4.39 sym/s | Total: 50.3s | ETA: 7.6m [2025-10-09T00:03:12.230890] [INFO ] [sig ] [222/2211] Forecasting BCX... [2025-10-09T00:03:12.230961] [INFO ] [sig ] Generating forecast for: BCX [2025-10-09T00:03:12.231033] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCX' from 'https://tdm.silogroup.org/data/derivative_storage/BCX.csv'. [2025-10-09T00:03:12.241310] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BCX'. [2025-10-09T00:03:12.241604] [INFO ] [FORECASTER] Starting predict_future for BCX [2025-10-09T00:03:12.267052] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:12.267869] [DEBUG] [LOCAL ] No optimal features file found for BCX: ./output/feature-sets/BCX.txt [2025-10-09T00:03:12.267949] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:12.268040] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:12.268124] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:12.268241] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:12.286198] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:12.286854] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:12.286959] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:12.287048] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:12.325533] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:12.325631] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:12.325719] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:12.325767] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:12.328969] [DEBUG] [FORECASTER] BCX: Forecast T+1@11:T+2@11: UP (p=66.83%) [2025-10-09T00:03:12.329279] [INFO ] [FORECASTER] Completed predict_future for BCX [2025-10-09T00:03:12.329433] [INFO ] [sig ] BCX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:12.469722] [INFO ] [LOCAL ] Saved forecast: BCX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BCX.txt [2025-10-09T00:03:12.470003] [WARN ] [sig ] [222/2211] Failed BCX after 0.2s | 4.39 sym/s | Total: 50.6s | ETA: 7.6m [2025-10-09T00:03:12.470126] [INFO ] [sig ] [223/2211] Forecasting BDC... [2025-10-09T00:03:12.470219] [INFO ] [sig ] Generating forecast for: BDC [2025-10-09T00:03:12.470308] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDC' from 'https://tdm.silogroup.org/data/derivative_storage/BDC.csv'. [2025-10-09T00:03:12.480804] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BDC'. [2025-10-09T00:03:12.481139] [INFO ] [FORECASTER] Starting predict_future for BDC [2025-10-09T00:03:12.506464] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:12.507278] [DEBUG] [LOCAL ] No optimal features file found for BDC: ./output/feature-sets/BDC.txt [2025-10-09T00:03:12.507356] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:12.507428] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:12.507497] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:12.507597] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:12.525209] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:12.525839] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:12.525947] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:12.526021] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:12.563630] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:12.563783] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:12.563828] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:12.563862] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:12.567113] [DEBUG] [FORECASTER] BDC: Forecast T+1@11:T+2@11: UP (p=96.17%) [2025-10-09T00:03:12.567405] [INFO ] [FORECASTER] Completed predict_future for BDC [2025-10-09T00:03:12.567549] [INFO ] [sig ] BDC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:12.708497] [INFO ] [LOCAL ] Saved forecast: BDC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BDC.txt [2025-10-09T00:03:12.708767] [WARN ] [sig ] [223/2211] Failed BDC after 0.2s | 4.39 sym/s | Total: 50.8s | ETA: 7.6m [2025-10-09T00:03:12.708849] [INFO ] [sig ] [224/2211] Forecasting BDJ... [2025-10-09T00:03:12.708918] [INFO ] [sig ] Generating forecast for: BDJ [2025-10-09T00:03:12.708991] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDJ' from 'https://tdm.silogroup.org/data/derivative_storage/BDJ.csv'. [2025-10-09T00:03:12.719203] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BDJ'. [2025-10-09T00:03:12.719531] [INFO ] [FORECASTER] Starting predict_future for BDJ [2025-10-09T00:03:12.745172] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:12.745960] [DEBUG] [LOCAL ] No optimal features file found for BDJ: ./output/feature-sets/BDJ.txt [2025-10-09T00:03:12.746038] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:12.746111] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:12.746180] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:12.746280] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:12.763779] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:12.764399] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:12.764506] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:12.764578] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:12.801757] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:12.801905] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:12.801954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:12.801988] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:12.805871] [DEBUG] [FORECASTER] BDJ: Forecast T+1@11:T+2@11: UP (p=87.51%) [2025-10-09T00:03:12.806153] [INFO ] [FORECASTER] Completed predict_future for BDJ [2025-10-09T00:03:12.806302] [INFO ] [sig ] BDJ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:12.952857] [INFO ] [LOCAL ] Saved forecast: BDJ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BDJ.txt [2025-10-09T00:03:12.953180] [WARN ] [sig ] [224/2211] Failed BDJ after 0.2s | 4.39 sym/s | Total: 51.1s | ETA: 7.5m [2025-10-09T00:03:12.953274] [INFO ] [sig ] [225/2211] Forecasting BDN... [2025-10-09T00:03:12.953346] [INFO ] [sig ] Generating forecast for: BDN [2025-10-09T00:03:12.953420] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDN' from 'https://tdm.silogroup.org/data/derivative_storage/BDN.csv'. [2025-10-09T00:03:12.963261] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BDN'. [2025-10-09T00:03:12.963569] [INFO ] [FORECASTER] Starting predict_future for BDN [2025-10-09T00:03:12.989174] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:12.989999] [DEBUG] [LOCAL ] No optimal features file found for BDN: ./output/feature-sets/BDN.txt [2025-10-09T00:03:12.990085] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:12.990157] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:12.990227] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:12.990326] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:13.007941] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:13.008529] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:13.008637] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:13.008734] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:13.046249] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:13.046400] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:13.046444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:13.046478] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:13.049999] [DEBUG] [FORECASTER] BDN: Forecast T+1@11:T+2@11: UP (p=66.13%) [2025-10-09T00:03:13.050295] [INFO ] [FORECASTER] Completed predict_future for BDN [2025-10-09T00:03:13.050439] [INFO ] [sig ] BDN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:13.193291] [INFO ] [LOCAL ] Saved forecast: BDN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BDN.txt [2025-10-09T00:03:13.193583] [WARN ] [sig ] [225/2211] Failed BDN after 0.2s | 4.39 sym/s | Total: 51.3s | ETA: 7.5m [2025-10-09T00:03:13.193690] [INFO ] [sig ] [226/2211] Forecasting BDX... [2025-10-09T00:03:13.193764] [INFO ] [sig ] Generating forecast for: BDX [2025-10-09T00:03:13.193838] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDX' from 'https://tdm.silogroup.org/data/derivative_storage/BDX.csv'. [2025-10-09T00:03:13.204690] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BDX'. [2025-10-09T00:03:13.205089] [INFO ] [FORECASTER] Starting predict_future for BDX [2025-10-09T00:03:13.231758] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:13.232581] [DEBUG] [LOCAL ] No optimal features file found for BDX: ./output/feature-sets/BDX.txt [2025-10-09T00:03:13.232679] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:13.232756] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:13.232854] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:13.232956] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:13.251109] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:13.251795] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:13.251905] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:13.251979] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:13.288817] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:13.288919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:13.288962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:13.289011] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:13.292393] [DEBUG] [FORECASTER] BDX: Forecast T+1@11:T+2@11: UP (p=95.22%) [2025-10-09T00:03:13.292698] [INFO ] [FORECASTER] Completed predict_future for BDX [2025-10-09T00:03:13.292860] [INFO ] [sig ] BDX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:13.434296] [INFO ] [LOCAL ] Saved forecast: BDX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BDX.txt [2025-10-09T00:03:13.434573] [WARN ] [sig ] [226/2211] Failed BDX after 0.2s | 4.38 sym/s | Total: 51.5s | ETA: 7.5m [2025-10-09T00:03:13.434680] [INFO ] [sig ] [227/2211] Forecasting BE... [2025-10-09T00:03:13.434753] [INFO ] [sig ] Generating forecast for: BE [2025-10-09T00:03:13.434827] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BE' from 'https://tdm.silogroup.org/data/derivative_storage/BE.csv'. [2025-10-09T00:03:13.446381] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BE'. [2025-10-09T00:03:13.446791] [INFO ] [FORECASTER] Starting predict_future for BE [2025-10-09T00:03:13.472592] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:13.473407] [DEBUG] [LOCAL ] No optimal features file found for BE: ./output/feature-sets/BE.txt [2025-10-09T00:03:13.473493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:13.473590] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:13.473718] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:13.473879] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:13.491882] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:13.492572] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:13.492720] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:13.492828] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:13.531525] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:13.531628] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:13.531706] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:13.531758] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:13.535063] [DEBUG] [FORECASTER] BE: Forecast T+1@11:T+2@11: UP (p=83.87%) [2025-10-09T00:03:13.535346] [INFO ] [FORECASTER] Completed predict_future for BE [2025-10-09T00:03:13.535483] [INFO ] [sig ] BE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:13.675394] [INFO ] [LOCAL ] Saved forecast: BE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BE.txt [2025-10-09T00:03:13.675659] [WARN ] [sig ] [227/2211] Failed BE after 0.2s | 4.38 sym/s | Total: 51.8s | ETA: 7.5m [2025-10-09T00:03:13.675742] [INFO ] [sig ] [228/2211] Forecasting BEKE... [2025-10-09T00:03:13.675811] [INFO ] [sig ] Generating forecast for: BEKE [2025-10-09T00:03:13.675883] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEKE' from 'https://tdm.silogroup.org/data/derivative_storage/BEKE.csv'. [2025-10-09T00:03:13.687827] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BEKE'. [2025-10-09T00:03:13.688152] [INFO ] [FORECASTER] Starting predict_future for BEKE [2025-10-09T00:03:13.713729] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:13.714499] [DEBUG] [LOCAL ] No optimal features file found for BEKE: ./output/feature-sets/BEKE.txt [2025-10-09T00:03:13.714579] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:13.714681] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:13.714773] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:13.714897] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:13.732717] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:13.733331] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:13.733441] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:13.733527] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:13.763082] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:13.763181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:13.763222] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:13.763256] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:13.766376] [DEBUG] [FORECASTER] BEKE: Forecast T+1@11:T+2@11: DOWN (p=22.24%) [2025-10-09T00:03:13.766681] [INFO ] [FORECASTER] Completed predict_future for BEKE [2025-10-09T00:03:13.766839] [INFO ] [sig ] BEKE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:13.907728] [INFO ] [LOCAL ] Saved forecast: BEKE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BEKE.txt [2025-10-09T00:03:13.908098] [WARN ] [sig ] [228/2211] Failed BEKE after 0.2s | 4.38 sym/s | Total: 52.0s | ETA: 7.5m [2025-10-09T00:03:13.908228] [INFO ] [sig ] [229/2211] Forecasting BEN... [2025-10-09T00:03:13.908332] [INFO ] [sig ] Generating forecast for: BEN [2025-10-09T00:03:13.908439] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEN' from 'https://tdm.silogroup.org/data/derivative_storage/BEN.csv'. [2025-10-09T00:03:13.914163] [WARN ] [REMOTE ] Historical data not found for symbol 'BEN' (404). [2025-10-09T00:03:13.914365] [FATAL] [sig ] BEN: No historical data fetched. [2025-10-09T00:03:13.914467] [WARN ] [sig ] [229/2211] Failed BEN after 0.0s | 4.40 sym/s | Total: 52.0s | ETA: 7.5m [2025-10-09T00:03:13.914553] [INFO ] [sig ] [230/2211] Forecasting BEP... [2025-10-09T00:03:13.914660] [INFO ] [sig ] Generating forecast for: BEP [2025-10-09T00:03:13.914750] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEP' from 'https://tdm.silogroup.org/data/derivative_storage/BEP.csv'. [2025-10-09T00:03:13.929287] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BEP'. [2025-10-09T00:03:13.929639] [INFO ] [FORECASTER] Starting predict_future for BEP [2025-10-09T00:03:13.955881] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:13.956724] [DEBUG] [LOCAL ] No optimal features file found for BEP: ./output/feature-sets/BEP.txt [2025-10-09T00:03:13.956805] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:13.956878] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:13.956947] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:13.957050] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:13.975283] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:13.975925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:13.976036] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:13.976109] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:14.005395] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:14.005484] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:14.005524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:14.005556] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:14.008665] [DEBUG] [FORECASTER] BEP: Forecast T+1@11:T+2@11: UP (p=98.57%) [2025-10-09T00:03:14.008953] [INFO ] [FORECASTER] Completed predict_future for BEP [2025-10-09T00:03:14.009089] [INFO ] [sig ] BEP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:14.149994] [INFO ] [LOCAL ] Saved forecast: BEP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BEP.txt [2025-10-09T00:03:14.150227] [WARN ] [sig ] [230/2211] Failed BEP after 0.2s | 4.40 sym/s | Total: 52.3s | ETA: 7.5m [2025-10-09T00:03:14.150311] [INFO ] [sig ] [231/2211] Forecasting BEPC... [2025-10-09T00:03:14.150383] [INFO ] [sig ] Generating forecast for: BEPC [2025-10-09T00:03:14.150455] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPC' from 'https://tdm.silogroup.org/data/derivative_storage/BEPC.csv'. [2025-10-09T00:03:14.155127] [WARN ] [REMOTE ] Historical data not found for symbol 'BEPC' (404). [2025-10-09T00:03:14.155317] [FATAL] [sig ] BEPC: No historical data fetched. [2025-10-09T00:03:14.155407] [WARN ] [sig ] [231/2211] Failed BEPC after 0.0s | 4.42 sym/s | Total: 52.3s | ETA: 7.5m [2025-10-09T00:03:14.155482] [INFO ] [sig ] [232/2211] Forecasting BEPH... [2025-10-09T00:03:14.155548] [INFO ] [sig ] Generating forecast for: BEPH [2025-10-09T00:03:14.155615] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPH' from 'https://tdm.silogroup.org/data/derivative_storage/BEPH.csv'. [2025-10-09T00:03:14.164566] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BEPH'. [2025-10-09T00:03:14.164891] [INFO ] [FORECASTER] Starting predict_future for BEPH [2025-10-09T00:03:14.191036] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:14.191815] [DEBUG] [LOCAL ] No optimal features file found for BEPH: ./output/feature-sets/BEPH.txt [2025-10-09T00:03:14.191893] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:14.191964] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:14.192033] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:14.192132] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:14.210226] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:14.210850] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:14.210955] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:14.211032] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:14.242728] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:14.242814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:14.242855] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:14.242888] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:14.245941] [DEBUG] [FORECASTER] BEPH: Forecast T+1@11:T+2@11: DOWN (p=6.35%) [2025-10-09T00:03:14.246217] [INFO ] [FORECASTER] Completed predict_future for BEPH [2025-10-09T00:03:14.246354] [INFO ] [sig ] BEPH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:14.389051] [INFO ] [LOCAL ] Saved forecast: BEPH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BEPH.txt [2025-10-09T00:03:14.389330] [WARN ] [sig ] [232/2211] Failed BEPH after 0.2s | 4.42 sym/s | Total: 52.5s | ETA: 7.5m [2025-10-09T00:03:14.389411] [INFO ] [sig ] [233/2211] Forecasting BEPI... [2025-10-09T00:03:14.389484] [INFO ] [sig ] Generating forecast for: BEPI [2025-10-09T00:03:14.389557] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPI' from 'https://tdm.silogroup.org/data/derivative_storage/BEPI.csv'. [2025-10-09T00:03:14.400041] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BEPI'. [2025-10-09T00:03:14.400553] [INFO ] [FORECASTER] Starting predict_future for BEPI [2025-10-09T00:03:14.426097] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:14.426886] [DEBUG] [LOCAL ] No optimal features file found for BEPI: ./output/feature-sets/BEPI.txt [2025-10-09T00:03:14.426964] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:14.427037] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:14.427108] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:14.427221] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:14.445884] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:14.446544] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:14.446679] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:14.446754] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:14.471379] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:14.471473] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:14.471514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:14.471547] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:14.474664] [DEBUG] [FORECASTER] BEPI: Forecast T+1@11:T+2@11: DOWN (p=5.02%) [2025-10-09T00:03:14.474951] [INFO ] [FORECASTER] Completed predict_future for BEPI [2025-10-09T00:03:14.475084] [INFO ] [sig ] BEPI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:14.620854] [INFO ] [LOCAL ] Saved forecast: BEPI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BEPI.txt [2025-10-09T00:03:14.621112] [WARN ] [sig ] [233/2211] Failed BEPI after 0.2s | 4.42 sym/s | Total: 52.7s | ETA: 7.5m [2025-10-09T00:03:14.621189] [INFO ] [sig ] [234/2211] Forecasting BEPJ... [2025-10-09T00:03:14.621259] [INFO ] [sig ] Generating forecast for: BEPJ [2025-10-09T00:03:14.621329] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BEPJ.csv'. [2025-10-09T00:03:14.632711] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BEPJ'. [2025-10-09T00:03:14.633083] [INFO ] [FORECASTER] Starting predict_future for BEPJ [2025-10-09T00:03:14.659087] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:14.659924] [DEBUG] [LOCAL ] No optimal features file found for BEPJ: ./output/feature-sets/BEPJ.txt [2025-10-09T00:03:14.660013] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:14.660112] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:14.660207] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:14.660349] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:14.677962] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:14.678616] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:14.678777] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:14.678857] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:14.709376] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:14.709479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:14.709524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:14.709559] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:14.713556] [DEBUG] [FORECASTER] BEPJ: Forecast T+1@11:T+2@11: DOWN (p=26.33%) [2025-10-09T00:03:14.713919] [INFO ] [FORECASTER] Completed predict_future for BEPJ [2025-10-09T00:03:14.714080] [INFO ] [sig ] BEPJ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:14.857289] [INFO ] [LOCAL ] Saved forecast: BEPJ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BEPJ.txt [2025-10-09T00:03:14.857528] [WARN ] [sig ] [234/2211] Failed BEPJ after 0.2s | 4.42 sym/s | Total: 53.0s | ETA: 7.5m [2025-10-09T00:03:14.857606] [INFO ] [sig ] [235/2211] Forecasting BFAM... [2025-10-09T00:03:14.857707] [INFO ] [sig ] Generating forecast for: BFAM [2025-10-09T00:03:14.857781] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFAM' from 'https://tdm.silogroup.org/data/derivative_storage/BFAM.csv'. [2025-10-09T00:03:14.868514] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BFAM'. [2025-10-09T00:03:14.868887] [INFO ] [FORECASTER] Starting predict_future for BFAM [2025-10-09T00:03:14.895164] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:14.895982] [DEBUG] [LOCAL ] No optimal features file found for BFAM: ./output/feature-sets/BFAM.txt [2025-10-09T00:03:14.896061] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:14.896132] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:14.896199] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:14.896299] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:14.913996] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:14.914857] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:14.919536] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:14.919612] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:14.946811] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:14.946910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:14.946952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:14.946984] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:14.950666] [DEBUG] [FORECASTER] BFAM: Forecast T+1@11:T+2@11: DOWN (p=10.09%) [2025-10-09T00:03:14.950961] [INFO ] [FORECASTER] Completed predict_future for BFAM [2025-10-09T00:03:14.951093] [INFO ] [sig ] BFAM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:15.092118] [INFO ] [LOCAL ] Saved forecast: BFAM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BFAM.txt [2025-10-09T00:03:15.092376] [WARN ] [sig ] [235/2211] Failed BFAM after 0.2s | 4.42 sym/s | Total: 53.2s | ETA: 7.5m [2025-10-09T00:03:15.092473] [INFO ] [sig ] [236/2211] Forecasting BFH... [2025-10-09T00:03:15.092564] [INFO ] [sig ] Generating forecast for: BFH [2025-10-09T00:03:15.092685] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFH' from 'https://tdm.silogroup.org/data/derivative_storage/BFH.csv'. [2025-10-09T00:03:15.103723] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BFH'. [2025-10-09T00:03:15.104115] [INFO ] [FORECASTER] Starting predict_future for BFH [2025-10-09T00:03:15.129782] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:15.130526] [DEBUG] [LOCAL ] No optimal features file found for BFH: ./output/feature-sets/BFH.txt [2025-10-09T00:03:15.130605] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:15.130710] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:15.130806] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:15.130930] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:15.148492] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:15.149165] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:15.149321] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:15.149417] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:15.191446] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:15.191537] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:15.191579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:15.191614] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:15.194937] [DEBUG] [FORECASTER] BFH: Forecast T+1@11:T+2@11: UP (p=84.32%) [2025-10-09T00:03:15.195220] [INFO ] [FORECASTER] Completed predict_future for BFH [2025-10-09T00:03:15.195358] [INFO ] [sig ] BFH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:15.334830] [INFO ] [LOCAL ] Saved forecast: BFH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BFH.txt [2025-10-09T00:03:15.335097] [WARN ] [sig ] [236/2211] Failed BFH after 0.2s | 4.42 sym/s | Total: 53.4s | ETA: 7.5m [2025-10-09T00:03:15.335180] [INFO ] [sig ] [237/2211] Forecasting BFK... [2025-10-09T00:03:15.335267] [INFO ] [sig ] Generating forecast for: BFK [2025-10-09T00:03:15.335356] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFK' from 'https://tdm.silogroup.org/data/derivative_storage/BFK.csv'. [2025-10-09T00:03:15.345477] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BFK'. [2025-10-09T00:03:15.345831] [INFO ] [FORECASTER] Starting predict_future for BFK [2025-10-09T00:03:15.371164] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:15.371944] [DEBUG] [LOCAL ] No optimal features file found for BFK: ./output/feature-sets/BFK.txt [2025-10-09T00:03:15.372022] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:15.372093] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:15.372164] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:15.372265] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:15.389631] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:15.390236] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:15.390347] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:15.390418] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:15.423934] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:15.424025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:15.424065] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:15.424100] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:15.427189] [DEBUG] [FORECASTER] BFK: Forecast T+1@11:T+2@11: DOWN (p=13.70%) [2025-10-09T00:03:15.427465] [INFO ] [FORECASTER] Completed predict_future for BFK [2025-10-09T00:03:15.427607] [INFO ] [sig ] BFK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:15.567089] [INFO ] [LOCAL ] Saved forecast: BFK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BFK.txt [2025-10-09T00:03:15.567315] [WARN ] [sig ] [237/2211] Failed BFK after 0.2s | 4.42 sym/s | Total: 53.7s | ETA: 7.5m [2025-10-09T00:03:15.567398] [INFO ] [sig ] [238/2211] Forecasting BFLY... [2025-10-09T00:03:15.567468] [INFO ] [sig ] Generating forecast for: BFLY [2025-10-09T00:03:15.567540] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFLY' from 'https://tdm.silogroup.org/data/derivative_storage/BFLY.csv'. [2025-10-09T00:03:15.578129] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BFLY'. [2025-10-09T00:03:15.578434] [INFO ] [FORECASTER] Starting predict_future for BFLY [2025-10-09T00:03:15.603923] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:15.604671] [DEBUG] [LOCAL ] No optimal features file found for BFLY: ./output/feature-sets/BFLY.txt [2025-10-09T00:03:15.604750] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:15.604821] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:15.604888] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:15.604987] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:15.622405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:15.623029] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:15.623140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:15.623210] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:15.652767] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:15.652852] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:15.652892] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:15.652940] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:15.656008] [DEBUG] [FORECASTER] BFLY: Forecast T+1@11:T+2@11: UP (p=76.52%) [2025-10-09T00:03:15.656282] [INFO ] [FORECASTER] Completed predict_future for BFLY [2025-10-09T00:03:15.656425] [INFO ] [sig ] BFLY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:15.795784] [INFO ] [LOCAL ] Saved forecast: BFLY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BFLY.txt [2025-10-09T00:03:15.796016] [WARN ] [sig ] [238/2211] Failed BFLY after 0.2s | 4.41 sym/s | Total: 53.9s | ETA: 7.4m [2025-10-09T00:03:15.796095] [INFO ] [sig ] [239/2211] Forecasting BFS... [2025-10-09T00:03:15.796165] [INFO ] [sig ] Generating forecast for: BFS [2025-10-09T00:03:15.796235] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFS' from 'https://tdm.silogroup.org/data/derivative_storage/BFS.csv'. [2025-10-09T00:03:15.800728] [WARN ] [REMOTE ] Historical data not found for symbol 'BFS' (404). [2025-10-09T00:03:15.800915] [FATAL] [sig ] BFS: No historical data fetched. [2025-10-09T00:03:15.801003] [WARN ] [sig ] [239/2211] Failed BFS after 0.0s | 4.43 sym/s | Total: 53.9s | ETA: 7.4m [2025-10-09T00:03:15.801076] [INFO ] [sig ] [240/2211] Forecasting BFZ... [2025-10-09T00:03:15.801156] [INFO ] [sig ] Generating forecast for: BFZ [2025-10-09T00:03:15.801278] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFZ' from 'https://tdm.silogroup.org/data/derivative_storage/BFZ.csv'. [2025-10-09T00:03:15.810844] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BFZ'. [2025-10-09T00:03:15.811169] [INFO ] [FORECASTER] Starting predict_future for BFZ [2025-10-09T00:03:15.836465] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:15.837268] [DEBUG] [LOCAL ] No optimal features file found for BFZ: ./output/feature-sets/BFZ.txt [2025-10-09T00:03:15.837346] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:15.837436] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:15.837524] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:15.837679] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:15.855321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:15.855970] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:15.856080] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:15.856167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:15.890829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:15.890916] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:15.890957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:15.890989] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:15.894133] [DEBUG] [FORECASTER] BFZ: Forecast T+1@11:T+2@11: DOWN (p=13.95%) [2025-10-09T00:03:15.894410] [INFO ] [FORECASTER] Completed predict_future for BFZ [2025-10-09T00:03:15.894555] [INFO ] [sig ] BFZ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:16.034015] [INFO ] [LOCAL ] Saved forecast: BFZ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BFZ.txt [2025-10-09T00:03:16.034281] [WARN ] [sig ] [240/2211] Failed BFZ after 0.2s | 4.43 sym/s | Total: 54.1s | ETA: 7.4m [2025-10-09T00:03:16.034364] [INFO ] [sig ] [241/2211] Forecasting BG... [2025-10-09T00:03:16.034416] [INFO ] [sig ] Generating forecast for: BG [2025-10-09T00:03:16.034495] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BG' from 'https://tdm.silogroup.org/data/derivative_storage/BG.csv'. [2025-10-09T00:03:16.044484] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BG'. [2025-10-09T00:03:16.044855] [INFO ] [FORECASTER] Starting predict_future for BG [2025-10-09T00:03:16.070172] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:16.070974] [DEBUG] [LOCAL ] No optimal features file found for BG: ./output/feature-sets/BG.txt [2025-10-09T00:03:16.071051] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:16.071123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:16.071209] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:16.071357] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:16.088792] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:16.089479] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:16.089587] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:16.089685] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:16.119946] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:16.120030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:16.120071] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:16.120104] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:16.123263] [DEBUG] [FORECASTER] BG: Forecast T+1@11:T+2@11: DOWN (p=17.82%) [2025-10-09T00:03:16.123537] [INFO ] [FORECASTER] Completed predict_future for BG [2025-10-09T00:03:16.123701] [INFO ] [sig ] BG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:16.264015] [INFO ] [LOCAL ] Saved forecast: BG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BG.txt [2025-10-09T00:03:16.264276] [WARN ] [sig ] [241/2211] Failed BG after 0.2s | 4.43 sym/s | Total: 54.4s | ETA: 7.4m [2025-10-09T00:03:16.264359] [INFO ] [sig ] [242/2211] Forecasting BGB... [2025-10-09T00:03:16.264447] [INFO ] [sig ] Generating forecast for: BGB [2025-10-09T00:03:16.264536] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGB' from 'https://tdm.silogroup.org/data/derivative_storage/BGB.csv'. [2025-10-09T00:03:16.274830] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BGB'. [2025-10-09T00:03:16.275175] [INFO ] [FORECASTER] Starting predict_future for BGB [2025-10-09T00:03:16.301137] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:16.301962] [DEBUG] [LOCAL ] No optimal features file found for BGB: ./output/feature-sets/BGB.txt [2025-10-09T00:03:16.302043] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:16.302133] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:16.302221] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:16.302355] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:16.320455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:16.321097] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:16.321221] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:16.321298] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:16.352573] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:16.352689] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:16.352750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:16.352786] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:16.355929] [DEBUG] [FORECASTER] BGB: Forecast T+1@11:T+2@11: UP (p=56.93%) [2025-10-09T00:03:16.356205] [INFO ] [FORECASTER] Completed predict_future for BGB [2025-10-09T00:03:16.356400] [INFO ] [sig ] BGB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:16.496501] [INFO ] [LOCAL ] Saved forecast: BGB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BGB.txt [2025-10-09T00:03:16.496785] [WARN ] [sig ] [242/2211] Failed BGB after 0.2s | 4.43 sym/s | Total: 54.6s | ETA: 7.4m [2025-10-09T00:03:16.496865] [INFO ] [sig ] [243/2211] Forecasting BGH... [2025-10-09T00:03:16.496948] [INFO ] [sig ] Generating forecast for: BGH [2025-10-09T00:03:16.497031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGH' from 'https://tdm.silogroup.org/data/derivative_storage/BGH.csv'. [2025-10-09T00:03:16.507628] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BGH'. [2025-10-09T00:03:16.507988] [INFO ] [FORECASTER] Starting predict_future for BGH [2025-10-09T00:03:16.533401] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:16.534166] [DEBUG] [LOCAL ] No optimal features file found for BGH: ./output/feature-sets/BGH.txt [2025-10-09T00:03:16.534244] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:16.534316] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:16.534385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:16.534483] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:16.551942] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:16.552524] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:16.552633] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:16.552726] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:16.580706] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:16.580792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:16.580833] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:16.580866] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:16.583970] [DEBUG] [FORECASTER] BGH: Forecast T+1@11:T+2@11: DOWN (p=8.08%) [2025-10-09T00:03:16.584243] [INFO ] [FORECASTER] Completed predict_future for BGH [2025-10-09T00:03:16.584379] [INFO ] [sig ] BGH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:16.723563] [INFO ] [LOCAL ] Saved forecast: BGH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BGH.txt [2025-10-09T00:03:16.723832] [WARN ] [sig ] [243/2211] Failed BGH after 0.2s | 4.43 sym/s | Total: 54.8s | ETA: 7.4m [2025-10-09T00:03:16.723910] [INFO ] [sig ] [244/2211] Forecasting BGR... [2025-10-09T00:03:16.723981] [INFO ] [sig ] Generating forecast for: BGR [2025-10-09T00:03:16.724055] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGR' from 'https://tdm.silogroup.org/data/derivative_storage/BGR.csv'. [2025-10-09T00:03:16.734053] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BGR'. [2025-10-09T00:03:16.734369] [INFO ] [FORECASTER] Starting predict_future for BGR [2025-10-09T00:03:16.759905] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:16.760702] [DEBUG] [LOCAL ] No optimal features file found for BGR: ./output/feature-sets/BGR.txt [2025-10-09T00:03:16.760780] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:16.760851] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:16.760919] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:16.761017] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:16.778364] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:16.778987] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:16.779092] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:16.779161] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:16.803560] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:16.803670] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:16.803735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:16.803809] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:16.806894] [DEBUG] [FORECASTER] BGR: Forecast T+1@11:T+2@11: UP (p=78.95%) [2025-10-09T00:03:16.807169] [INFO ] [FORECASTER] Completed predict_future for BGR [2025-10-09T00:03:16.807301] [INFO ] [sig ] BGR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:16.949590] [INFO ] [LOCAL ] Saved forecast: BGR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BGR.txt [2025-10-09T00:03:16.949870] [WARN ] [sig ] [244/2211] Failed BGR after 0.2s | 4.43 sym/s | Total: 55.1s | ETA: 7.4m [2025-10-09T00:03:16.949949] [INFO ] [sig ] [245/2211] Forecasting BGS... [2025-10-09T00:03:16.950018] [INFO ] [sig ] Generating forecast for: BGS [2025-10-09T00:03:16.950090] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGS' from 'https://tdm.silogroup.org/data/derivative_storage/BGS.csv'. [2025-10-09T00:03:16.960001] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BGS'. [2025-10-09T00:03:16.960313] [INFO ] [FORECASTER] Starting predict_future for BGS [2025-10-09T00:03:16.986111] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:16.986932] [DEBUG] [LOCAL ] No optimal features file found for BGS: ./output/feature-sets/BGS.txt [2025-10-09T00:03:16.987009] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:16.987095] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:16.987179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:16.987301] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:17.004866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:17.005464] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:17.005572] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:17.005673] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:17.031955] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:17.032042] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:17.032082] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:17.032115] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:17.035221] [DEBUG] [FORECASTER] BGS: Forecast T+1@11:T+2@11: UP (p=97.60%) [2025-10-09T00:03:17.035494] [INFO ] [FORECASTER] Completed predict_future for BGS [2025-10-09T00:03:17.035626] [INFO ] [sig ] BGS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:17.176007] [INFO ] [LOCAL ] Saved forecast: BGS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BGS.txt [2025-10-09T00:03:17.176265] [WARN ] [sig ] [245/2211] Failed BGS after 0.2s | 4.43 sym/s | Total: 55.3s | ETA: 7.4m [2025-10-09T00:03:17.176346] [INFO ] [sig ] [246/2211] Forecasting BGSF... [2025-10-09T00:03:17.176429] [INFO ] [sig ] Generating forecast for: BGSF [2025-10-09T00:03:17.176514] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGSF' from 'https://tdm.silogroup.org/data/derivative_storage/BGSF.csv'. [2025-10-09T00:03:17.186141] [DEBUG] [REMOTE ] Successfully parsed 1790 rows of historical data for symbol 'BGSF'. [2025-10-09T00:03:17.186466] [INFO ] [FORECASTER] Starting predict_future for BGSF [2025-10-09T00:03:17.212059] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:17.213008] [DEBUG] [LOCAL ] No optimal features file found for BGSF: ./output/feature-sets/BGSF.txt [2025-10-09T00:03:17.213089] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:17.213173] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:17.213254] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:17.213381] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:17.230891] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:17.231501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:17.231612] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:17.231710] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:17.259518] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:17.259604] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:17.259665] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:17.259728] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:17.262792] [DEBUG] [FORECASTER] BGSF: Forecast T+1@11:T+2@11: UP (p=85.36%) [2025-10-09T00:03:17.263066] [INFO ] [FORECASTER] Completed predict_future for BGSF [2025-10-09T00:03:17.263196] [INFO ] [sig ] BGSF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:17.402427] [INFO ] [LOCAL ] Saved forecast: BGSF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BGSF.txt [2025-10-09T00:03:17.402681] [WARN ] [sig ] [246/2211] Failed BGSF after 0.2s | 4.43 sym/s | Total: 55.5s | ETA: 7.4m [2025-10-09T00:03:17.402763] [INFO ] [sig ] [247/2211] Forecasting BGT... [2025-10-09T00:03:17.402834] [INFO ] [sig ] Generating forecast for: BGT [2025-10-09T00:03:17.402906] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGT' from 'https://tdm.silogroup.org/data/derivative_storage/BGT.csv'. [2025-10-09T00:03:17.412855] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BGT'. [2025-10-09T00:03:17.413176] [INFO ] [FORECASTER] Starting predict_future for BGT [2025-10-09T00:03:17.438471] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:17.439300] [DEBUG] [LOCAL ] No optimal features file found for BGT: ./output/feature-sets/BGT.txt [2025-10-09T00:03:17.439381] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:17.439466] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:17.439548] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:17.439693] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:17.457234] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:17.457878] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:17.457985] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:17.458065] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:17.484342] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:17.484429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:17.484470] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:17.484503] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:17.487632] [DEBUG] [FORECASTER] BGT: Forecast T+1@11:T+2@11: UP (p=86.44%) [2025-10-09T00:03:17.487931] [INFO ] [FORECASTER] Completed predict_future for BGT [2025-10-09T00:03:17.488065] [INFO ] [sig ] BGT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:17.627386] [INFO ] [LOCAL ] Saved forecast: BGT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BGT.txt [2025-10-09T00:03:17.627639] [WARN ] [sig ] [247/2211] Failed BGT after 0.2s | 4.43 sym/s | Total: 55.7s | ETA: 7.4m [2025-10-09T00:03:17.627740] [INFO ] [sig ] [248/2211] Forecasting BGX... [2025-10-09T00:03:17.627822] [INFO ] [sig ] Generating forecast for: BGX [2025-10-09T00:03:17.627905] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGX' from 'https://tdm.silogroup.org/data/derivative_storage/BGX.csv'. [2025-10-09T00:03:17.638351] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BGX'. [2025-10-09T00:03:17.638701] [INFO ] [FORECASTER] Starting predict_future for BGX [2025-10-09T00:03:17.664206] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:17.664999] [DEBUG] [LOCAL ] No optimal features file found for BGX: ./output/feature-sets/BGX.txt [2025-10-09T00:03:17.665077] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:17.665148] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:17.665232] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:17.665353] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:17.683082] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:17.683718] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:17.683823] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:17.683904] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:17.709421] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:17.709507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:17.709547] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:17.709579] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:17.712713] [DEBUG] [FORECASTER] BGX: Forecast T+1@11:T+2@11: DOWN (p=45.07%) [2025-10-09T00:03:17.712987] [INFO ] [FORECASTER] Completed predict_future for BGX [2025-10-09T00:03:17.713119] [INFO ] [sig ] BGX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:17.852032] [INFO ] [LOCAL ] Saved forecast: BGX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BGX.txt [2025-10-09T00:03:17.852288] [WARN ] [sig ] [248/2211] Failed BGX after 0.2s | 4.43 sym/s | Total: 56.0s | ETA: 7.4m [2025-10-09T00:03:17.852368] [INFO ] [sig ] [249/2211] Forecasting BGY... [2025-10-09T00:03:17.852449] [INFO ] [sig ] Generating forecast for: BGY [2025-10-09T00:03:17.852532] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGY' from 'https://tdm.silogroup.org/data/derivative_storage/BGY.csv'. [2025-10-09T00:03:17.863497] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BGY'. [2025-10-09T00:03:17.863868] [INFO ] [FORECASTER] Starting predict_future for BGY [2025-10-09T00:03:17.889334] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:17.890120] [DEBUG] [LOCAL ] No optimal features file found for BGY: ./output/feature-sets/BGY.txt [2025-10-09T00:03:17.890197] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:17.890266] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:17.890334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:17.890432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:17.907756] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:17.908347] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:17.908453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:17.908522] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:17.934168] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:17.934257] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:17.934297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:17.934330] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:17.937421] [DEBUG] [FORECASTER] BGY: Forecast T+1@11:T+2@11: UP (p=55.67%) [2025-10-09T00:03:17.937741] [INFO ] [FORECASTER] Completed predict_future for BGY [2025-10-09T00:03:17.937891] [INFO ] [sig ] BGY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:18.076773] [INFO ] [LOCAL ] Saved forecast: BGY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BGY.txt [2025-10-09T00:03:18.076999] [WARN ] [sig ] [249/2211] Failed BGY after 0.2s | 4.43 sym/s | Total: 56.2s | ETA: 7.4m [2025-10-09T00:03:18.077085] [INFO ] [sig ] [250/2211] Forecasting BH... [2025-10-09T00:03:18.077154] [INFO ] [sig ] Generating forecast for: BH [2025-10-09T00:03:18.077226] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BH' from 'https://tdm.silogroup.org/data/derivative_storage/BH.csv'. [2025-10-09T00:03:18.087672] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BH'. [2025-10-09T00:03:18.087997] [INFO ] [FORECASTER] Starting predict_future for BH [2025-10-09T00:03:18.114146] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:18.114967] [DEBUG] [LOCAL ] No optimal features file found for BH: ./output/feature-sets/BH.txt [2025-10-09T00:03:18.115045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:18.115116] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:18.115183] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:18.115282] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:18.132637] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:18.133239] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:18.133347] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:18.133416] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:18.161130] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:18.161233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:18.161275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:18.161308] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:18.164519] [DEBUG] [FORECASTER] BH: Forecast T+1@11:T+2@11: DOWN (p=31.08%) [2025-10-09T00:03:18.164840] [INFO ] [FORECASTER] Completed predict_future for BH [2025-10-09T00:03:18.164985] [INFO ] [sig ] BH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:18.305481] [INFO ] [LOCAL ] Saved forecast: BH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BH.txt [2025-10-09T00:03:18.305732] [WARN ] [sig ] [250/2211] Failed BH after 0.2s | 4.43 sym/s | Total: 56.4s | ETA: 7.4m [2025-10-09T00:03:18.305812] [INFO ] [sig ] [251/2211] Forecasting BHC... [2025-10-09T00:03:18.305882] [INFO ] [sig ] Generating forecast for: BHC [2025-10-09T00:03:18.305954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHC' from 'https://tdm.silogroup.org/data/derivative_storage/BHC.csv'. [2025-10-09T00:03:18.316103] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BHC'. [2025-10-09T00:03:18.316416] [INFO ] [FORECASTER] Starting predict_future for BHC [2025-10-09T00:03:18.341722] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:18.342463] [DEBUG] [LOCAL ] No optimal features file found for BHC: ./output/feature-sets/BHC.txt [2025-10-09T00:03:18.342543] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:18.342625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:18.342722] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:18.342841] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:18.363849] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:18.364481] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:18.364590] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:18.364678] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:18.390532] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:18.390620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:18.390694] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:18.390762] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:18.393852] [DEBUG] [FORECASTER] BHC: Forecast T+1@11:T+2@11: UP (p=98.14%) [2025-10-09T00:03:18.394126] [INFO ] [FORECASTER] Completed predict_future for BHC [2025-10-09T00:03:18.394264] [INFO ] [sig ] BHC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:18.534749] [INFO ] [LOCAL ] Saved forecast: BHC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BHC.txt [2025-10-09T00:03:18.534990] [WARN ] [sig ] [251/2211] Failed BHC after 0.2s | 4.43 sym/s | Total: 56.6s | ETA: 7.4m [2025-10-09T00:03:18.535067] [INFO ] [sig ] [252/2211] Forecasting BHE... [2025-10-09T00:03:18.535137] [INFO ] [sig ] Generating forecast for: BHE [2025-10-09T00:03:18.535214] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHE' from 'https://tdm.silogroup.org/data/derivative_storage/BHE.csv'. [2025-10-09T00:03:18.545505] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BHE'. [2025-10-09T00:03:18.545845] [INFO ] [FORECASTER] Starting predict_future for BHE [2025-10-09T00:03:18.571393] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:18.572178] [DEBUG] [LOCAL ] No optimal features file found for BHE: ./output/feature-sets/BHE.txt [2025-10-09T00:03:18.572256] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:18.572337] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:18.572415] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:18.572535] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:18.590041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:18.590686] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:18.590794] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:18.590866] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:18.616340] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:18.616428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:18.616469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:18.616502] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:18.619615] [DEBUG] [FORECASTER] BHE: Forecast T+1@11:T+2@11: DOWN (p=37.73%) [2025-10-09T00:03:18.619917] [INFO ] [FORECASTER] Completed predict_future for BHE [2025-10-09T00:03:18.620055] [INFO ] [sig ] BHE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:18.759981] [INFO ] [LOCAL ] Saved forecast: BHE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BHE.txt [2025-10-09T00:03:18.760219] [WARN ] [sig ] [252/2211] Failed BHE after 0.2s | 4.43 sym/s | Total: 56.9s | ETA: 7.4m [2025-10-09T00:03:18.760297] [INFO ] [sig ] [253/2211] Forecasting BHK... [2025-10-09T00:03:18.760367] [INFO ] [sig ] Generating forecast for: BHK [2025-10-09T00:03:18.760437] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHK' from 'https://tdm.silogroup.org/data/derivative_storage/BHK.csv'. [2025-10-09T00:03:18.770395] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BHK'. [2025-10-09T00:03:18.770733] [INFO ] [FORECASTER] Starting predict_future for BHK [2025-10-09T00:03:18.796159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:18.796946] [DEBUG] [LOCAL ] No optimal features file found for BHK: ./output/feature-sets/BHK.txt [2025-10-09T00:03:18.797024] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:18.797096] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:18.797164] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:18.797268] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:18.814619] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:18.815252] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:18.815359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:18.815429] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:18.840825] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:18.840913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:18.840954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:18.840987] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:18.844022] [DEBUG] [FORECASTER] BHK: Forecast T+1@11:T+2@11: DOWN (p=21.33%) [2025-10-09T00:03:18.844301] [INFO ] [FORECASTER] Completed predict_future for BHK [2025-10-09T00:03:18.844432] [INFO ] [sig ] BHK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:18.983363] [INFO ] [LOCAL ] Saved forecast: BHK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BHK.txt [2025-10-09T00:03:18.983586] [WARN ] [sig ] [253/2211] Failed BHK after 0.2s | 4.43 sym/s | Total: 57.1s | ETA: 7.4m [2025-10-09T00:03:18.983685] [INFO ] [sig ] [254/2211] Forecasting BHP... [2025-10-09T00:03:18.983756] [INFO ] [sig ] Generating forecast for: BHP [2025-10-09T00:03:18.983828] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHP' from 'https://tdm.silogroup.org/data/derivative_storage/BHP.csv'. [2025-10-09T00:03:18.994055] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BHP'. [2025-10-09T00:03:18.994370] [INFO ] [FORECASTER] Starting predict_future for BHP [2025-10-09T00:03:19.020299] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:19.021084] [DEBUG] [LOCAL ] No optimal features file found for BHP: ./output/feature-sets/BHP.txt [2025-10-09T00:03:19.021164] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:19.021236] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:19.021303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:19.021402] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:19.039845] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:19.040428] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:19.040537] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:19.040606] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:19.066436] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:19.066524] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:19.066565] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:19.066598] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:19.069798] [DEBUG] [FORECASTER] BHP: Forecast T+1@11:T+2@11: DOWN (p=29.11%) [2025-10-09T00:03:19.070072] [INFO ] [FORECASTER] Completed predict_future for BHP [2025-10-09T00:03:19.070203] [INFO ] [sig ] BHP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:19.211924] [INFO ] [LOCAL ] Saved forecast: BHP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BHP.txt [2025-10-09T00:03:19.212171] [WARN ] [sig ] [254/2211] Failed BHP after 0.2s | 4.43 sym/s | Total: 57.3s | ETA: 7.4m [2025-10-09T00:03:19.212251] [INFO ] [sig ] [255/2211] Forecasting BHR... [2025-10-09T00:03:19.212331] [INFO ] [sig ] Generating forecast for: BHR [2025-10-09T00:03:19.212417] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHR' from 'https://tdm.silogroup.org/data/derivative_storage/BHR.csv'. [2025-10-09T00:03:19.222678] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BHR'. [2025-10-09T00:03:19.223018] [INFO ] [FORECASTER] Starting predict_future for BHR [2025-10-09T00:03:19.248986] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:19.249827] [DEBUG] [LOCAL ] No optimal features file found for BHR: ./output/feature-sets/BHR.txt [2025-10-09T00:03:19.249905] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:19.249974] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:19.250039] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:19.250138] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:19.267474] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:19.268091] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:19.268199] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:19.268268] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:19.294445] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:19.294534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:19.294574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:19.294607] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:19.297716] [DEBUG] [FORECASTER] BHR: Forecast T+1@11:T+2@11: DOWN (p=12.84%) [2025-10-09T00:03:19.297992] [INFO ] [FORECASTER] Completed predict_future for BHR [2025-10-09T00:03:19.298123] [INFO ] [sig ] BHR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:19.437634] [INFO ] [LOCAL ] Saved forecast: BHR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BHR.txt [2025-10-09T00:03:19.437904] [WARN ] [sig ] [255/2211] Failed BHR after 0.2s | 4.43 sym/s | Total: 57.6s | ETA: 7.4m [2025-10-09T00:03:19.437982] [INFO ] [sig ] [256/2211] Forecasting BHVN... [2025-10-09T00:03:19.438083] [INFO ] [sig ] Generating forecast for: BHVN [2025-10-09T00:03:19.438131] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHVN' from 'https://tdm.silogroup.org/data/derivative_storage/BHVN.csv'. [2025-10-09T00:03:19.449191] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BHVN'. [2025-10-09T00:03:19.449581] [INFO ] [FORECASTER] Starting predict_future for BHVN [2025-10-09T00:03:19.475008] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:19.475805] [DEBUG] [LOCAL ] No optimal features file found for BHVN: ./output/feature-sets/BHVN.txt [2025-10-09T00:03:19.475882] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:19.475953] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:19.476020] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:19.476119] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:19.493556] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:19.494170] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:19.494275] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:19.494347] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:19.518521] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:19.518606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:19.518670] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:19.518732] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:19.521806] [DEBUG] [FORECASTER] BHVN: Forecast T+1@11:T+2@11: DOWN (p=2.76%) [2025-10-09T00:03:19.522077] [INFO ] [FORECASTER] Completed predict_future for BHVN [2025-10-09T00:03:19.522212] [INFO ] [sig ] BHVN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:19.663436] [INFO ] [LOCAL ] Saved forecast: BHVN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BHVN.txt [2025-10-09T00:03:19.663699] [WARN ] [sig ] [256/2211] Failed BHVN after 0.2s | 4.43 sym/s | Total: 57.8s | ETA: 7.4m [2025-10-09T00:03:19.663787] [INFO ] [sig ] [257/2211] Forecasting BILL... [2025-10-09T00:03:19.663869] [INFO ] [sig ] Generating forecast for: BILL [2025-10-09T00:03:19.663950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BILL' from 'https://tdm.silogroup.org/data/derivative_storage/BILL.csv'. [2025-10-09T00:03:19.674449] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BILL'. [2025-10-09T00:03:19.674792] [INFO ] [FORECASTER] Starting predict_future for BILL [2025-10-09T00:03:19.700150] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:19.700940] [DEBUG] [LOCAL ] No optimal features file found for BILL: ./output/feature-sets/BILL.txt [2025-10-09T00:03:19.701018] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:19.701089] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:19.701159] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:19.701286] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:19.719061] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:19.719923] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:19.720063] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:19.720145] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:19.750008] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:19.750194] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:19.750241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:19.750275] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:19.753852] [DEBUG] [FORECASTER] BILL: Forecast T+1@11:T+2@11: DOWN (p=21.23%) [2025-10-09T00:03:19.754150] [INFO ] [FORECASTER] Completed predict_future for BILL [2025-10-09T00:03:19.754288] [INFO ] [sig ] BILL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:19.900186] [INFO ] [LOCAL ] Saved forecast: BILL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BILL.txt [2025-10-09T00:03:19.900447] [WARN ] [sig ] [257/2211] Failed BILL after 0.2s | 4.43 sym/s | Total: 58.0s | ETA: 7.4m [2025-10-09T00:03:19.900524] [INFO ] [sig ] [258/2211] Forecasting BIO... [2025-10-09T00:03:19.900593] [INFO ] [sig ] Generating forecast for: BIO [2025-10-09T00:03:19.900688] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIO' from 'https://tdm.silogroup.org/data/derivative_storage/BIO.csv'. [2025-10-09T00:03:19.911818] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIO'. [2025-10-09T00:03:19.912143] [INFO ] [FORECASTER] Starting predict_future for BIO [2025-10-09T00:03:19.937733] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:19.938486] [DEBUG] [LOCAL ] No optimal features file found for BIO: ./output/feature-sets/BIO.txt [2025-10-09T00:03:19.938565] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:19.938671] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:19.938755] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:19.938876] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:19.959943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:19.960627] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:19.960756] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:19.960841] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:19.987770] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:19.987865] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:19.987905] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:19.987938] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:19.991143] [DEBUG] [FORECASTER] BIO: Forecast T+1@11:T+2@11: DOWN (p=13.28%) [2025-10-09T00:03:19.991422] [INFO ] [FORECASTER] Completed predict_future for BIO [2025-10-09T00:03:19.991555] [INFO ] [sig ] BIO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:20.132569] [INFO ] [LOCAL ] Saved forecast: BIO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BIO.txt [2025-10-09T00:03:20.132831] [WARN ] [sig ] [258/2211] Failed BIO after 0.2s | 4.43 sym/s | Total: 58.2s | ETA: 7.3m [2025-10-09T00:03:20.132913] [INFO ] [sig ] [259/2211] Forecasting BIP... [2025-10-09T00:03:20.132994] [INFO ] [sig ] Generating forecast for: BIP [2025-10-09T00:03:20.133076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIP' from 'https://tdm.silogroup.org/data/derivative_storage/BIP.csv'. [2025-10-09T00:03:20.143290] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIP'. [2025-10-09T00:03:20.143615] [INFO ] [FORECASTER] Starting predict_future for BIP [2025-10-09T00:03:20.168995] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:20.169834] [DEBUG] [LOCAL ] No optimal features file found for BIP: ./output/feature-sets/BIP.txt [2025-10-09T00:03:20.169914] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:20.169998] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:20.170080] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:20.170202] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:20.187683] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:20.188304] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:20.188414] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:20.188497] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:20.215105] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:20.215227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:20.215270] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:20.215304] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:20.218563] [DEBUG] [FORECASTER] BIP: Forecast T+1@11:T+2@11: DOWN (p=8.11%) [2025-10-09T00:03:20.218879] [INFO ] [FORECASTER] Completed predict_future for BIP [2025-10-09T00:03:20.219025] [INFO ] [sig ] BIP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:20.358318] [INFO ] [LOCAL ] Saved forecast: BIP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BIP.txt [2025-10-09T00:03:20.358562] [WARN ] [sig ] [259/2211] Failed BIP after 0.2s | 4.43 sym/s | Total: 58.5s | ETA: 7.3m [2025-10-09T00:03:20.358664] [INFO ] [sig ] [260/2211] Forecasting BIPC... [2025-10-09T00:03:20.358748] [INFO ] [sig ] Generating forecast for: BIPC [2025-10-09T00:03:20.358833] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPC' from 'https://tdm.silogroup.org/data/derivative_storage/BIPC.csv'. [2025-10-09T00:03:20.369092] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIPC'. [2025-10-09T00:03:20.369453] [INFO ] [FORECASTER] Starting predict_future for BIPC [2025-10-09T00:03:20.395002] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:20.395829] [DEBUG] [LOCAL ] No optimal features file found for BIPC: ./output/feature-sets/BIPC.txt [2025-10-09T00:03:20.395908] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:20.395987] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:20.396062] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:20.396171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:20.413736] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:20.414330] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:20.414434] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:20.414504] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:20.440170] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:20.440277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:20.440327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:20.440363] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:20.443478] [DEBUG] [FORECASTER] BIPC: Forecast T+1@11:T+2@11: DOWN (p=5.00%) [2025-10-09T00:03:20.443804] [INFO ] [FORECASTER] Completed predict_future for BIPC [2025-10-09T00:03:20.443947] [INFO ] [sig ] BIPC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:20.585140] [INFO ] [LOCAL ] Saved forecast: BIPC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BIPC.txt [2025-10-09T00:03:20.585366] [WARN ] [sig ] [260/2211] Failed BIPC after 0.2s | 4.43 sym/s | Total: 58.7s | ETA: 7.3m [2025-10-09T00:03:20.585453] [INFO ] [sig ] [261/2211] Forecasting BIPH... [2025-10-09T00:03:20.585525] [INFO ] [sig ] Generating forecast for: BIPH [2025-10-09T00:03:20.585604] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPH' from 'https://tdm.silogroup.org/data/derivative_storage/BIPH.csv'. [2025-10-09T00:03:20.595711] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIPH'. [2025-10-09T00:03:20.596036] [INFO ] [FORECASTER] Starting predict_future for BIPH [2025-10-09T00:03:20.621519] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:20.622305] [DEBUG] [LOCAL ] No optimal features file found for BIPH: ./output/feature-sets/BIPH.txt [2025-10-09T00:03:20.622383] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:20.622454] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:20.622522] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:20.622620] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:20.640456] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:20.641084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:20.641191] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:20.641267] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:20.665868] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:20.665962] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:20.666003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:20.666036] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:20.669094] [DEBUG] [FORECASTER] BIPH: Forecast T+1@11:T+2@11: UP (p=98.59%) [2025-10-09T00:03:20.669400] [INFO ] [FORECASTER] Completed predict_future for BIPH [2025-10-09T00:03:20.669538] [INFO ] [sig ] BIPH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:20.809751] [INFO ] [LOCAL ] Saved forecast: BIPH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BIPH.txt [2025-10-09T00:03:20.809993] [WARN ] [sig ] [261/2211] Failed BIPH after 0.2s | 4.43 sym/s | Total: 58.9s | ETA: 7.3m [2025-10-09T00:03:20.810074] [INFO ] [sig ] [262/2211] Forecasting BIPI... [2025-10-09T00:03:20.810154] [INFO ] [sig ] Generating forecast for: BIPI [2025-10-09T00:03:20.810237] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPI' from 'https://tdm.silogroup.org/data/derivative_storage/BIPI.csv'. [2025-10-09T00:03:20.819820] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIPI'. [2025-10-09T00:03:20.820142] [INFO ] [FORECASTER] Starting predict_future for BIPI [2025-10-09T00:03:20.845836] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:20.846593] [DEBUG] [LOCAL ] No optimal features file found for BIPI: ./output/feature-sets/BIPI.txt [2025-10-09T00:03:20.846693] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:20.846768] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:20.846832] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:20.846930] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:20.864401] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:20.865037] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:20.865146] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:20.865229] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:20.890219] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:20.890318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:20.890359] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:20.890393] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:20.893577] [DEBUG] [FORECASTER] BIPI: Forecast T+1@11:T+2@11: UP (p=97.06%) [2025-10-09T00:03:20.893896] [INFO ] [FORECASTER] Completed predict_future for BIPI [2025-10-09T00:03:20.894041] [INFO ] [sig ] BIPI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:21.034331] [INFO ] [LOCAL ] Saved forecast: BIPI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BIPI.txt [2025-10-09T00:03:21.034570] [WARN ] [sig ] [262/2211] Failed BIPI after 0.2s | 4.43 sym/s | Total: 59.1s | ETA: 7.3m [2025-10-09T00:03:21.034669] [INFO ] [sig ] [263/2211] Forecasting BIPJ... [2025-10-09T00:03:21.034744] [INFO ] [sig ] Generating forecast for: BIPJ [2025-10-09T00:03:21.034821] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BIPJ.csv'. [2025-10-09T00:03:21.044268] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIPJ'. [2025-10-09T00:03:21.044575] [INFO ] [FORECASTER] Starting predict_future for BIPJ [2025-10-09T00:03:21.069943] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:21.070753] [DEBUG] [LOCAL ] No optimal features file found for BIPJ: ./output/feature-sets/BIPJ.txt [2025-10-09T00:03:21.070833] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:21.070906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:21.070976] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:21.071097] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:21.088639] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:21.089261] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:21.089561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:21.089632] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:21.114851] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:21.114943] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:21.114983] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:21.115016] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:21.118092] [DEBUG] [FORECASTER] BIPJ: Forecast T+1@11:T+2@11: UP (p=83.75%) [2025-10-09T00:03:21.118370] [INFO ] [FORECASTER] Completed predict_future for BIPJ [2025-10-09T00:03:21.118503] [INFO ] [sig ] BIPJ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:21.258060] [INFO ] [LOCAL ] Saved forecast: BIPJ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BIPJ.txt [2025-10-09T00:03:21.258283] [WARN ] [sig ] [263/2211] Failed BIPJ after 0.2s | 4.43 sym/s | Total: 59.4s | ETA: 7.3m [2025-10-09T00:03:21.258375] [INFO ] [sig ] [264/2211] Forecasting BIRK... [2025-10-09T00:03:21.258445] [INFO ] [sig ] Generating forecast for: BIRK [2025-10-09T00:03:21.258517] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIRK' from 'https://tdm.silogroup.org/data/derivative_storage/BIRK.csv'. [2025-10-09T00:03:21.269412] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIRK'. [2025-10-09T00:03:21.269778] [INFO ] [FORECASTER] Starting predict_future for BIRK [2025-10-09T00:03:21.295147] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:21.295963] [DEBUG] [LOCAL ] No optimal features file found for BIRK: ./output/feature-sets/BIRK.txt [2025-10-09T00:03:21.296041] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:21.296111] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:21.296192] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:21.296301] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:21.314127] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:21.314783] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:21.314887] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:21.314956] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:21.341339] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:21.341430] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:21.341469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:21.341502] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:21.344628] [DEBUG] [FORECASTER] BIRK: Forecast T+1@11:T+2@11: UP (p=83.72%) [2025-10-09T00:03:21.344927] [INFO ] [FORECASTER] Completed predict_future for BIRK [2025-10-09T00:03:21.345064] [INFO ] [sig ] BIRK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:21.488484] [INFO ] [LOCAL ] Saved forecast: BIRK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BIRK.txt [2025-10-09T00:03:21.488754] [WARN ] [sig ] [264/2211] Failed BIRK after 0.2s | 4.43 sym/s | Total: 59.6s | ETA: 7.3m [2025-10-09T00:03:21.488833] [INFO ] [sig ] [265/2211] Forecasting BIT... [2025-10-09T00:03:21.488915] [INFO ] [sig ] Generating forecast for: BIT [2025-10-09T00:03:21.488999] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIT' from 'https://tdm.silogroup.org/data/derivative_storage/BIT.csv'. [2025-10-09T00:03:21.499781] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BIT'. [2025-10-09T00:03:21.500120] [INFO ] [FORECASTER] Starting predict_future for BIT [2025-10-09T00:03:21.525430] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:21.526237] [DEBUG] [LOCAL ] No optimal features file found for BIT: ./output/feature-sets/BIT.txt [2025-10-09T00:03:21.526321] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:21.526403] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:21.526484] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:21.526593] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:21.544173] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:21.545002] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:21.545108] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:21.545189] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:21.570721] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:21.570816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:21.570856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:21.570889] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:21.573985] [DEBUG] [FORECASTER] BIT: Forecast T+1@11:T+2@11: UP (p=90.24%) [2025-10-09T00:03:21.574269] [INFO ] [FORECASTER] Completed predict_future for BIT [2025-10-09T00:03:21.574399] [INFO ] [sig ] BIT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:21.715633] [INFO ] [LOCAL ] Saved forecast: BIT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BIT.txt [2025-10-09T00:03:21.715884] [WARN ] [sig ] [265/2211] Failed BIT after 0.2s | 4.43 sym/s | Total: 59.8s | ETA: 7.3m [2025-10-09T00:03:21.715968] [INFO ] [sig ] [266/2211] Forecasting BJ... [2025-10-09T00:03:21.716037] [INFO ] [sig ] Generating forecast for: BJ [2025-10-09T00:03:21.716111] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BJ' from 'https://tdm.silogroup.org/data/derivative_storage/BJ.csv'. [2025-10-09T00:03:21.727034] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BJ'. [2025-10-09T00:03:21.727372] [INFO ] [FORECASTER] Starting predict_future for BJ [2025-10-09T00:03:21.753112] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:21.753934] [DEBUG] [LOCAL ] No optimal features file found for BJ: ./output/feature-sets/BJ.txt [2025-10-09T00:03:21.754012] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:21.754090] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:21.754165] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:21.754274] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:21.772778] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:21.773385] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:21.773495] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:21.773786] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:21.802107] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:21.802216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:21.802258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:21.802292] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:21.805724] [DEBUG] [FORECASTER] BJ: Forecast T+1@11:T+2@11: UP (p=97.98%) [2025-10-09T00:03:21.806010] [INFO ] [FORECASTER] Completed predict_future for BJ [2025-10-09T00:03:21.806144] [INFO ] [sig ] BJ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:21.946464] [INFO ] [LOCAL ] Saved forecast: BJ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BJ.txt [2025-10-09T00:03:21.946720] [WARN ] [sig ] [266/2211] Failed BJ after 0.2s | 4.43 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:21.946801] [INFO ] [sig ] [267/2211] Forecasting BK... [2025-10-09T00:03:21.946872] [INFO ] [sig ] Generating forecast for: BK [2025-10-09T00:03:21.946990] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BK' from 'https://tdm.silogroup.org/data/derivative_storage/BK.csv'. [2025-10-09T00:03:21.958542] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BK'. [2025-10-09T00:03:21.958908] [INFO ] [FORECASTER] Starting predict_future for BK [2025-10-09T00:03:21.984751] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:21.985509] [DEBUG] [LOCAL ] No optimal features file found for BK: ./output/feature-sets/BK.txt [2025-10-09T00:03:21.985590] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:21.985695] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:21.985777] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:21.985901] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:22.003825] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:22.004456] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:22.004564] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:22.004668] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:22.038768] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:22.038861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:22.038902] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:22.038936] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:22.042083] [DEBUG] [FORECASTER] BK: Forecast T+1@11:T+2@11: DOWN (p=37.17%) [2025-10-09T00:03:22.042376] [INFO ] [FORECASTER] Completed predict_future for BK [2025-10-09T00:03:22.042519] [INFO ] [sig ] BK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:22.185916] [INFO ] [LOCAL ] Saved forecast: BK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BK.txt [2025-10-09T00:03:22.186149] [WARN ] [sig ] [267/2211] Failed BK after 0.2s | 4.43 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:22.186227] [INFO ] [sig ] [268/2211] Forecasting BKD... [2025-10-09T00:03:22.186312] [INFO ] [sig ] Generating forecast for: BKD [2025-10-09T00:03:22.186396] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKD' from 'https://tdm.silogroup.org/data/derivative_storage/BKD.csv'. [2025-10-09T00:03:22.197030] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKD'. [2025-10-09T00:03:22.197365] [INFO ] [FORECASTER] Starting predict_future for BKD [2025-10-09T00:03:22.223330] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:22.224302] [DEBUG] [LOCAL ] No optimal features file found for BKD: ./output/feature-sets/BKD.txt [2025-10-09T00:03:22.224380] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:22.224451] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:22.224519] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:22.224620] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:22.242420] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:22.243043] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:22.243149] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:22.243218] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:22.281769] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:22.281859] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:22.281899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:22.281932] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:22.285252] [DEBUG] [FORECASTER] BKD: Forecast T+1@11:T+2@11: UP (p=94.77%) [2025-10-09T00:03:22.285525] [INFO ] [FORECASTER] Completed predict_future for BKD [2025-10-09T00:03:22.285689] [INFO ] [sig ] BKD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:22.427169] [INFO ] [LOCAL ] Saved forecast: BKD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BKD.txt [2025-10-09T00:03:22.427418] [WARN ] [sig ] [268/2211] Failed BKD after 0.2s | 4.43 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:22.427496] [INFO ] [sig ] [269/2211] Forecasting BKE... [2025-10-09T00:03:22.427565] [INFO ] [sig ] Generating forecast for: BKE [2025-10-09T00:03:22.427637] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKE' from 'https://tdm.silogroup.org/data/derivative_storage/BKE.csv'. [2025-10-09T00:03:22.438630] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKE'. [2025-10-09T00:03:22.438967] [INFO ] [FORECASTER] Starting predict_future for BKE [2025-10-09T00:03:22.464600] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:22.465358] [DEBUG] [LOCAL ] No optimal features file found for BKE: ./output/feature-sets/BKE.txt [2025-10-09T00:03:22.465448] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:22.465520] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:22.465587] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:22.465830] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:22.483989] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:22.484788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:22.484894] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:22.484944] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:22.520717] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:22.520805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:22.520846] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:22.520879] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:22.523990] [DEBUG] [FORECASTER] BKE: Forecast T+1@11:T+2@11: UP (p=97.77%) [2025-10-09T00:03:22.524269] [INFO ] [FORECASTER] Completed predict_future for BKE [2025-10-09T00:03:22.524402] [INFO ] [sig ] BKE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:22.666820] [INFO ] [LOCAL ] Saved forecast: BKE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BKE.txt [2025-10-09T00:03:22.667072] [WARN ] [sig ] [269/2211] Failed BKE after 0.2s | 4.43 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:22.667151] [INFO ] [sig ] [270/2211] Forecasting BKH... [2025-10-09T00:03:22.667221] [INFO ] [sig ] Generating forecast for: BKH [2025-10-09T00:03:22.667294] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKH' from 'https://tdm.silogroup.org/data/derivative_storage/BKH.csv'. [2025-10-09T00:03:22.677778] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKH'. [2025-10-09T00:03:22.678080] [INFO ] [FORECASTER] Starting predict_future for BKH [2025-10-09T00:03:22.705810] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:22.706574] [DEBUG] [LOCAL ] No optimal features file found for BKH: ./output/feature-sets/BKH.txt [2025-10-09T00:03:22.706679] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:22.706762] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:22.706832] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:22.706945] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:22.724433] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:22.725070] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:22.725176] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:22.725253] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:22.770509] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:22.770598] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:22.770639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:22.770729] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:22.773932] [DEBUG] [FORECASTER] BKH: Forecast T+1@11:T+2@11: UP (p=56.79%) [2025-10-09T00:03:22.774208] [INFO ] [FORECASTER] Completed predict_future for BKH [2025-10-09T00:03:22.774360] [INFO ] [sig ] BKH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:22.920953] [INFO ] [LOCAL ] Saved forecast: BKH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BKH.txt [2025-10-09T00:03:22.921299] [WARN ] [sig ] [270/2211] Failed BKH after 0.3s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:22.921382] [INFO ] [sig ] [271/2211] Forecasting BKKT... [2025-10-09T00:03:22.921452] [INFO ] [sig ] Generating forecast for: BKKT [2025-10-09T00:03:22.921530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKKT.csv'. [2025-10-09T00:03:22.935095] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKKT'. [2025-10-09T00:03:22.935420] [INFO ] [FORECASTER] Starting predict_future for BKKT [2025-10-09T00:03:22.961258] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:22.962222] [DEBUG] [LOCAL ] No optimal features file found for BKKT: ./output/feature-sets/BKKT.txt [2025-10-09T00:03:22.962300] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:22.962385] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:22.962466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:22.962580] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:22.980382] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:22.981163] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:22.981270] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:22.981352] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:23.018526] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:23.018614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:23.018685] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:23.018742] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:23.021876] [DEBUG] [FORECASTER] BKKT: Forecast T+1@11:T+2@11: DOWN (p=29.51%) [2025-10-09T00:03:23.022151] [INFO ] [FORECASTER] Completed predict_future for BKKT [2025-10-09T00:03:23.022288] [INFO ] [sig ] BKKT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:23.163160] [INFO ] [LOCAL ] Saved forecast: BKKT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BKKT.txt [2025-10-09T00:03:23.163461] [WARN ] [sig ] [271/2211] Failed BKKT after 0.2s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:23.163550] [INFO ] [sig ] [272/2211] Forecasting BKN... [2025-10-09T00:03:23.163622] [INFO ] [sig ] Generating forecast for: BKN [2025-10-09T00:03:23.163727] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKN' from 'https://tdm.silogroup.org/data/derivative_storage/BKN.csv'. [2025-10-09T00:03:23.174330] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKN'. [2025-10-09T00:03:23.174696] [INFO ] [FORECASTER] Starting predict_future for BKN [2025-10-09T00:03:23.200104] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:23.200942] [DEBUG] [LOCAL ] No optimal features file found for BKN: ./output/feature-sets/BKN.txt [2025-10-09T00:03:23.201023] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:23.201097] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:23.201167] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:23.201359] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:23.218945] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:23.219589] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:23.219729] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:23.219801] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:23.252839] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:23.252932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:23.252973] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:23.253005] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:23.256098] [DEBUG] [FORECASTER] BKN: Forecast T+1@11:T+2@11: DOWN (p=4.08%) [2025-10-09T00:03:23.256405] [INFO ] [FORECASTER] Completed predict_future for BKN [2025-10-09T00:03:23.256551] [INFO ] [sig ] BKN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:23.396492] [INFO ] [LOCAL ] Saved forecast: BKN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BKN.txt [2025-10-09T00:03:23.396745] [WARN ] [sig ] [272/2211] Failed BKN after 0.2s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:23.396836] [INFO ] [sig ] [273/2211] Forecasting BKSY... [2025-10-09T00:03:23.396911] [INFO ] [sig ] Generating forecast for: BKSY [2025-10-09T00:03:23.396983] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKSY' from 'https://tdm.silogroup.org/data/derivative_storage/BKSY.csv'. [2025-10-09T00:03:23.408141] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKSY'. [2025-10-09T00:03:23.408491] [INFO ] [FORECASTER] Starting predict_future for BKSY [2025-10-09T00:03:23.434274] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:23.435061] [DEBUG] [LOCAL ] No optimal features file found for BKSY: ./output/feature-sets/BKSY.txt [2025-10-09T00:03:23.435140] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:23.435224] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:23.435307] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:23.435420] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:23.452810] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:23.453422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:23.453529] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:23.453598] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:23.488448] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:23.488539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:23.488579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:23.488611] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:23.491794] [DEBUG] [FORECASTER] BKSY: Forecast T+1@11:T+2@11: UP (p=68.69%) [2025-10-09T00:03:23.492068] [INFO ] [FORECASTER] Completed predict_future for BKSY [2025-10-09T00:03:23.492211] [INFO ] [sig ] BKSY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:23.633490] [INFO ] [LOCAL ] Saved forecast: BKSY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BKSY.txt [2025-10-09T00:03:23.633739] [WARN ] [sig ] [273/2211] Failed BKSY after 0.2s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:23.633827] [INFO ] [sig ] [274/2211] Forecasting BKT... [2025-10-09T00:03:23.633901] [INFO ] [sig ] Generating forecast for: BKT [2025-10-09T00:03:23.633972] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKT.csv'. [2025-10-09T00:03:23.645067] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKT'. [2025-10-09T00:03:23.645372] [INFO ] [FORECASTER] Starting predict_future for BKT [2025-10-09T00:03:23.671169] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:23.671941] [DEBUG] [LOCAL ] No optimal features file found for BKT: ./output/feature-sets/BKT.txt [2025-10-09T00:03:23.672019] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:23.672090] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:23.672159] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:23.672257] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:23.689769] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:23.690352] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:23.690474] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:23.690541] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:23.723383] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:23.723472] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:23.723513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:23.723546] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:23.726687] [DEBUG] [FORECASTER] BKT: Forecast T+1@11:T+2@11: UP (p=94.00%) [2025-10-09T00:03:23.726964] [INFO ] [FORECASTER] Completed predict_future for BKT [2025-10-09T00:03:23.727149] [INFO ] [sig ] BKT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:23.867083] [INFO ] [LOCAL ] Saved forecast: BKT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BKT.txt [2025-10-09T00:03:23.867313] [WARN ] [sig ] [274/2211] Failed BKT after 0.2s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:23.867408] [INFO ] [sig ] [275/2211] Forecasting BKU... [2025-10-09T00:03:23.867480] [INFO ] [sig ] Generating forecast for: BKU [2025-10-09T00:03:23.867615] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKU' from 'https://tdm.silogroup.org/data/derivative_storage/BKU.csv'. [2025-10-09T00:03:23.878481] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKU'. [2025-10-09T00:03:23.878826] [INFO ] [FORECASTER] Starting predict_future for BKU [2025-10-09T00:03:23.905232] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:23.906227] [DEBUG] [LOCAL ] No optimal features file found for BKU: ./output/feature-sets/BKU.txt [2025-10-09T00:03:23.906306] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:23.906379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:23.906449] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:23.906549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:23.924466] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:23.925248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:23.925355] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:23.925424] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:23.960507] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:23.960596] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:23.960638] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:23.960726] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:23.964269] [DEBUG] [FORECASTER] BKU: Forecast T+1@11:T+2@11: DOWN (p=13.00%) [2025-10-09T00:03:23.964552] [INFO ] [FORECASTER] Completed predict_future for BKU [2025-10-09T00:03:23.964730] [INFO ] [sig ] BKU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:24.106575] [INFO ] [LOCAL ] Saved forecast: BKU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BKU.txt [2025-10-09T00:03:24.106817] [WARN ] [sig ] [275/2211] Failed BKU after 0.2s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:24.106895] [INFO ] [sig ] [276/2211] Forecasting BKV... [2025-10-09T00:03:24.106964] [INFO ] [sig ] Generating forecast for: BKV [2025-10-09T00:03:24.107036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKV' from 'https://tdm.silogroup.org/data/derivative_storage/BKV.csv'. [2025-10-09T00:03:24.118843] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BKV'. [2025-10-09T00:03:24.119142] [INFO ] [FORECASTER] Starting predict_future for BKV [2025-10-09T00:03:24.147408] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:24.148198] [DEBUG] [LOCAL ] No optimal features file found for BKV: ./output/feature-sets/BKV.txt [2025-10-09T00:03:24.148288] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:24.148361] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:24.148434] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:24.148533] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:24.166126] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:24.166745] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:24.166852] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:24.166920] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:24.201862] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:24.201951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:24.201992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:24.202025] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:24.205099] [DEBUG] [FORECASTER] BKV: Forecast T+1@11:T+2@11: DOWN (p=17.07%) [2025-10-09T00:03:24.205374] [INFO ] [FORECASTER] Completed predict_future for BKV [2025-10-09T00:03:24.205508] [INFO ] [sig ] BKV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:24.347729] [INFO ] [LOCAL ] Saved forecast: BKV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BKV.txt [2025-10-09T00:03:24.347960] [WARN ] [sig ] [276/2211] Failed BKV after 0.2s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:24.348042] [INFO ] [sig ] [277/2211] Forecasting BLCO... [2025-10-09T00:03:24.348132] [INFO ] [sig ] Generating forecast for: BLCO [2025-10-09T00:03:24.348209] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLCO' from 'https://tdm.silogroup.org/data/derivative_storage/BLCO.csv'. [2025-10-09T00:03:24.360255] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BLCO'. [2025-10-09T00:03:24.360785] [INFO ] [FORECASTER] Starting predict_future for BLCO [2025-10-09T00:03:24.387765] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:24.388507] [DEBUG] [LOCAL ] No optimal features file found for BLCO: ./output/feature-sets/BLCO.txt [2025-10-09T00:03:24.388794] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:24.388868] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:24.388939] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:24.389038] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:24.407305] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:24.407935] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:24.408041] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:24.408111] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:24.438505] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:24.438595] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:24.438636] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:24.438723] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:24.442972] [DEBUG] [FORECASTER] BLCO: Forecast T+1@11:T+2@11: DOWN (p=48.15%) [2025-10-09T00:03:24.443259] [INFO ] [FORECASTER] Completed predict_future for BLCO [2025-10-09T00:03:24.443405] [INFO ] [sig ] BLCO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:24.586629] [INFO ] [LOCAL ] Saved forecast: BLCO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BLCO.txt [2025-10-09T00:03:24.586889] [WARN ] [sig ] [277/2211] Failed BLCO after 0.2s | 4.42 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:24.586966] [INFO ] [sig ] [278/2211] Forecasting BLD... [2025-10-09T00:03:24.587037] [INFO ] [sig ] Generating forecast for: BLD [2025-10-09T00:03:24.587116] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLD' from 'https://tdm.silogroup.org/data/derivative_storage/BLD.csv'. [2025-10-09T00:03:24.591701] [WARN ] [REMOTE ] Historical data not found for symbol 'BLD' (404). [2025-10-09T00:03:24.591900] [FATAL] [sig ] BLD: No historical data fetched. [2025-10-09T00:03:24.591990] [WARN ] [sig ] [278/2211] Failed BLD after 0.0s | 4.43 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:24.592065] [INFO ] [sig ] [279/2211] Forecasting BLDR... [2025-10-09T00:03:24.592135] [INFO ] [sig ] Generating forecast for: BLDR [2025-10-09T00:03:24.592203] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLDR' from 'https://tdm.silogroup.org/data/derivative_storage/BLDR.csv'. [2025-10-09T00:03:24.603049] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BLDR'. [2025-10-09T00:03:24.603364] [INFO ] [FORECASTER] Starting predict_future for BLDR [2025-10-09T00:03:24.630194] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:24.630995] [DEBUG] [LOCAL ] No optimal features file found for BLDR: ./output/feature-sets/BLDR.txt [2025-10-09T00:03:24.631073] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:24.631158] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:24.631238] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:24.631362] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:24.649057] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:24.649713] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:24.649820] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:24.649904] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:24.685031] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:24.685117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:24.685157] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:24.685190] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:24.688259] [DEBUG] [FORECASTER] BLDR: Forecast T+1@11:T+2@11: UP (p=97.97%) [2025-10-09T00:03:24.688532] [INFO ] [FORECASTER] Completed predict_future for BLDR [2025-10-09T00:03:24.688699] [INFO ] [sig ] BLDR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:24.830834] [INFO ] [LOCAL ] Saved forecast: BLDR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BLDR.txt [2025-10-09T00:03:24.831063] [WARN ] [sig ] [279/2211] Failed BLDR after 0.2s | 4.43 sym/s | Total: 1.0m | ETA: 7.3m [2025-10-09T00:03:24.831142] [INFO ] [sig ] [280/2211] Forecasting BLE... [2025-10-09T00:03:24.831212] [INFO ] [sig ] Generating forecast for: BLE [2025-10-09T00:03:24.831302] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLE' from 'https://tdm.silogroup.org/data/derivative_storage/BLE.csv'. [2025-10-09T00:03:24.841520] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BLE'. [2025-10-09T00:03:24.841862] [INFO ] [FORECASTER] Starting predict_future for BLE [2025-10-09T00:03:24.867259] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:24.868058] [DEBUG] [LOCAL ] No optimal features file found for BLE: ./output/feature-sets/BLE.txt [2025-10-09T00:03:24.868136] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:24.868206] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:24.868274] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:24.868384] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:24.886202] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:24.886851] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:24.886973] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:24.887045] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:24.920884] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:24.920974] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:24.921015] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:24.921047] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:24.924146] [DEBUG] [FORECASTER] BLE: Forecast T+1@11:T+2@11: UP (p=96.70%) [2025-10-09T00:03:24.924420] [INFO ] [FORECASTER] Completed predict_future for BLE [2025-10-09T00:03:24.924562] [INFO ] [sig ] BLE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:25.067733] [INFO ] [LOCAL ] Saved forecast: BLE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BLE.txt [2025-10-09T00:03:25.067974] [WARN ] [sig ] [280/2211] Failed BLE after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.3m [2025-10-09T00:03:25.068052] [INFO ] [sig ] [281/2211] Forecasting BLK... [2025-10-09T00:03:25.068147] [INFO ] [sig ] Generating forecast for: BLK [2025-10-09T00:03:25.068231] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLK' from 'https://tdm.silogroup.org/data/derivative_storage/BLK.csv'. [2025-10-09T00:03:25.078994] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BLK'. [2025-10-09T00:03:25.079331] [INFO ] [FORECASTER] Starting predict_future for BLK [2025-10-09T00:03:25.105689] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:25.106501] [DEBUG] [LOCAL ] No optimal features file found for BLK: ./output/feature-sets/BLK.txt [2025-10-09T00:03:25.106582] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:25.106681] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:25.106752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:25.106857] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:25.124363] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:25.124993] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:25.125102] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:25.125171] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:25.159103] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:25.159190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:25.159264] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:25.159317] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:25.162449] [DEBUG] [FORECASTER] BLK: Forecast T+1@11:T+2@11: UP (p=87.62%) [2025-10-09T00:03:25.162781] [INFO ] [FORECASTER] Completed predict_future for BLK [2025-10-09T00:03:25.162940] [INFO ] [sig ] BLK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:25.304606] [INFO ] [LOCAL ] Saved forecast: BLK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BLK.txt [2025-10-09T00:03:25.304886] [WARN ] [sig ] [281/2211] Failed BLK after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.3m [2025-10-09T00:03:25.304970] [INFO ] [sig ] [282/2211] Forecasting BLND... [2025-10-09T00:03:25.305040] [INFO ] [sig ] Generating forecast for: BLND [2025-10-09T00:03:25.305117] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLND' from 'https://tdm.silogroup.org/data/derivative_storage/BLND.csv'. [2025-10-09T00:03:25.315723] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BLND'. [2025-10-09T00:03:25.316016] [INFO ] [FORECASTER] Starting predict_future for BLND [2025-10-09T00:03:25.342056] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:25.342850] [DEBUG] [LOCAL ] No optimal features file found for BLND: ./output/feature-sets/BLND.txt [2025-10-09T00:03:25.342941] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:25.343014] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:25.343088] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:25.343188] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:25.360677] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:25.361262] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:25.361369] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:25.361442] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:25.393946] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:25.394039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:25.394080] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:25.394113] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:25.397249] [DEBUG] [FORECASTER] BLND: Forecast T+1@11:T+2@11: UP (p=93.51%) [2025-10-09T00:03:25.397532] [INFO ] [FORECASTER] Completed predict_future for BLND [2025-10-09T00:03:25.397707] [INFO ] [sig ] BLND: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:25.538787] [INFO ] [LOCAL ] Saved forecast: BLND 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BLND.txt [2025-10-09T00:03:25.539007] [WARN ] [sig ] [282/2211] Failed BLND after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.3m [2025-10-09T00:03:25.539090] [INFO ] [sig ] [283/2211] Forecasting BLW... [2025-10-09T00:03:25.539160] [INFO ] [sig ] Generating forecast for: BLW [2025-10-09T00:03:25.539246] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLW' from 'https://tdm.silogroup.org/data/derivative_storage/BLW.csv'. [2025-10-09T00:03:25.549718] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BLW'. [2025-10-09T00:03:25.550008] [INFO ] [FORECASTER] Starting predict_future for BLW [2025-10-09T00:03:25.575444] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:25.576223] [DEBUG] [LOCAL ] No optimal features file found for BLW: ./output/feature-sets/BLW.txt [2025-10-09T00:03:25.576302] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:25.576373] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:25.576442] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:25.576540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:25.594505] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:25.595140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:25.595248] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:25.595297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:25.629724] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:25.629811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:25.629851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:25.629884] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:25.632950] [DEBUG] [FORECASTER] BLW: Forecast T+1@11:T+2@11: UP (p=58.83%) [2025-10-09T00:03:25.633220] [INFO ] [FORECASTER] Completed predict_future for BLW [2025-10-09T00:03:25.633361] [INFO ] [sig ] BLW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:25.774267] [INFO ] [LOCAL ] Saved forecast: BLW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BLW.txt [2025-10-09T00:03:25.774493] [WARN ] [sig ] [283/2211] Failed BLW after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.3m [2025-10-09T00:03:25.774570] [INFO ] [sig ] [284/2211] Forecasting BLX... [2025-10-09T00:03:25.774662] [INFO ] [sig ] Generating forecast for: BLX [2025-10-09T00:03:25.774746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLX' from 'https://tdm.silogroup.org/data/derivative_storage/BLX.csv'. [2025-10-09T00:03:25.785241] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BLX'. [2025-10-09T00:03:25.785538] [INFO ] [FORECASTER] Starting predict_future for BLX [2025-10-09T00:03:25.811204] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:25.812081] [DEBUG] [LOCAL ] No optimal features file found for BLX: ./output/feature-sets/BLX.txt [2025-10-09T00:03:25.812162] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:25.812248] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:25.812333] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:25.812448] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:25.830211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:25.830875] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:25.830984] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:25.831071] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:25.865797] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:25.865882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:25.865923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:25.865956] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:25.869048] [DEBUG] [FORECASTER] BLX: Forecast T+1@11:T+2@11: UP (p=96.65%) [2025-10-09T00:03:25.869369] [INFO ] [FORECASTER] Completed predict_future for BLX [2025-10-09T00:03:25.869519] [INFO ] [sig ] BLX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:26.012938] [INFO ] [LOCAL ] Saved forecast: BLX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BLX.txt [2025-10-09T00:03:26.013178] [WARN ] [sig ] [284/2211] Failed BLX after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.3m [2025-10-09T00:03:26.013256] [INFO ] [sig ] [285/2211] Forecasting BMA... [2025-10-09T00:03:26.013364] [INFO ] [sig ] Generating forecast for: BMA [2025-10-09T00:03:26.013439] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMA' from 'https://tdm.silogroup.org/data/derivative_storage/BMA.csv'. [2025-10-09T00:03:26.024180] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BMA'. [2025-10-09T00:03:26.024488] [INFO ] [FORECASTER] Starting predict_future for BMA [2025-10-09T00:03:26.049988] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:26.050812] [DEBUG] [LOCAL ] No optimal features file found for BMA: ./output/feature-sets/BMA.txt [2025-10-09T00:03:26.050892] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:26.050963] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:26.051031] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:26.051130] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:26.068969] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:26.069577] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:26.069708] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:26.069779] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:26.100993] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:26.101088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:26.101129] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:26.101162] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:26.104300] [DEBUG] [FORECASTER] BMA: Forecast T+1@11:T+2@11: UP (p=67.31%) [2025-10-09T00:03:26.104601] [INFO ] [FORECASTER] Completed predict_future for BMA [2025-10-09T00:03:26.104778] [INFO ] [sig ] BMA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:26.246826] [INFO ] [LOCAL ] Saved forecast: BMA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BMA.txt [2025-10-09T00:03:26.247046] [WARN ] [sig ] [285/2211] Failed BMA after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:26.247123] [INFO ] [sig ] [286/2211] Forecasting BME... [2025-10-09T00:03:26.247193] [INFO ] [sig ] Generating forecast for: BME [2025-10-09T00:03:26.247266] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BME' from 'https://tdm.silogroup.org/data/derivative_storage/BME.csv'. [2025-10-09T00:03:26.257737] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BME'. [2025-10-09T00:03:26.258053] [INFO ] [FORECASTER] Starting predict_future for BME [2025-10-09T00:03:26.283572] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:26.284376] [DEBUG] [LOCAL ] No optimal features file found for BME: ./output/feature-sets/BME.txt [2025-10-09T00:03:26.284459] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:26.284530] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:26.284609] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:26.284754] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:26.302417] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:26.303077] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:26.303184] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:26.303232] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:26.338325] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:26.338415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:26.338455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:26.338487] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:26.341695] [DEBUG] [FORECASTER] BME: Forecast T+1@11:T+2@11: UP (p=81.23%) [2025-10-09T00:03:26.341971] [INFO ] [FORECASTER] Completed predict_future for BME [2025-10-09T00:03:26.342121] [INFO ] [sig ] BME: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:26.483157] [INFO ] [LOCAL ] Saved forecast: BME 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BME.txt [2025-10-09T00:03:26.483383] [WARN ] [sig ] [286/2211] Failed BME after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:26.483461] [INFO ] [sig ] [287/2211] Forecasting BMEZ... [2025-10-09T00:03:26.483556] [INFO ] [sig ] Generating forecast for: BMEZ [2025-10-09T00:03:26.483659] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMEZ' from 'https://tdm.silogroup.org/data/derivative_storage/BMEZ.csv'. [2025-10-09T00:03:26.494795] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BMEZ'. [2025-10-09T00:03:26.495130] [INFO ] [FORECASTER] Starting predict_future for BMEZ [2025-10-09T00:03:26.520591] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:26.521363] [DEBUG] [LOCAL ] No optimal features file found for BMEZ: ./output/feature-sets/BMEZ.txt [2025-10-09T00:03:26.521441] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:26.521513] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:26.521579] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:26.521706] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:26.539240] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:26.539886] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:26.539995] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:26.540082] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:26.575304] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:26.575396] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:26.575436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:26.575469] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:26.578621] [DEBUG] [FORECASTER] BMEZ: Forecast T+1@11:T+2@11: UP (p=84.59%) [2025-10-09T00:03:26.578932] [INFO ] [FORECASTER] Completed predict_future for BMEZ [2025-10-09T00:03:26.579074] [INFO ] [sig ] BMEZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:26.720331] [INFO ] [LOCAL ] Saved forecast: BMEZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BMEZ.txt [2025-10-09T00:03:26.720600] [WARN ] [sig ] [287/2211] Failed BMEZ after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:26.720703] [INFO ] [sig ] [288/2211] Forecasting BMI... [2025-10-09T00:03:26.720774] [INFO ] [sig ] Generating forecast for: BMI [2025-10-09T00:03:26.720846] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMI' from 'https://tdm.silogroup.org/data/derivative_storage/BMI.csv'. [2025-10-09T00:03:26.732063] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BMI'. [2025-10-09T00:03:26.732369] [INFO ] [FORECASTER] Starting predict_future for BMI [2025-10-09T00:03:26.757697] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:26.758465] [DEBUG] [LOCAL ] No optimal features file found for BMI: ./output/feature-sets/BMI.txt [2025-10-09T00:03:26.758544] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:26.758615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:26.758703] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:26.758803] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:26.776521] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:26.777139] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:26.777246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:26.777315] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:26.815407] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:26.815504] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:26.815545] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:26.815577] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:26.818758] [DEBUG] [FORECASTER] BMI: Forecast T+1@11:T+2@11: DOWN (p=42.89%) [2025-10-09T00:03:26.819054] [INFO ] [FORECASTER] Completed predict_future for BMI [2025-10-09T00:03:26.819198] [INFO ] [sig ] BMI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:26.962066] [INFO ] [LOCAL ] Saved forecast: BMI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BMI.txt [2025-10-09T00:03:26.962349] [WARN ] [sig ] [288/2211] Failed BMI after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:26.962432] [INFO ] [sig ] [289/2211] Forecasting BMN... [2025-10-09T00:03:26.962504] [INFO ] [sig ] Generating forecast for: BMN [2025-10-09T00:03:26.962576] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMN' from 'https://tdm.silogroup.org/data/derivative_storage/BMN.csv'. [2025-10-09T00:03:26.972699] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BMN'. [2025-10-09T00:03:26.972985] [INFO ] [FORECASTER] Starting predict_future for BMN [2025-10-09T00:03:26.998940] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:26.999785] [DEBUG] [LOCAL ] No optimal features file found for BMN: ./output/feature-sets/BMN.txt [2025-10-09T00:03:26.999878] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:26.999951] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:27.000020] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:27.000121] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:27.018029] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:27.018661] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:27.018776] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:27.018846] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:27.054243] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:27.054459] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:27.054512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:27.054547] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:27.058335] [DEBUG] [FORECASTER] BMN: Forecast T+1@11:T+2@11: DOWN (p=15.38%) [2025-10-09T00:03:27.058674] [INFO ] [FORECASTER] Completed predict_future for BMN [2025-10-09T00:03:27.058850] [INFO ] [sig ] BMN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:27.199772] [INFO ] [LOCAL ] Saved forecast: BMN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BMN.txt [2025-10-09T00:03:27.200040] [WARN ] [sig ] [289/2211] Failed BMN after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:27.200119] [INFO ] [sig ] [290/2211] Forecasting BMO... [2025-10-09T00:03:27.200188] [INFO ] [sig ] Generating forecast for: BMO [2025-10-09T00:03:27.200259] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMO' from 'https://tdm.silogroup.org/data/derivative_storage/BMO.csv'. [2025-10-09T00:03:27.212201] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BMO'. [2025-10-09T00:03:27.212639] [INFO ] [FORECASTER] Starting predict_future for BMO [2025-10-09T00:03:27.238182] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:27.239033] [DEBUG] [LOCAL ] No optimal features file found for BMO: ./output/feature-sets/BMO.txt [2025-10-09T00:03:27.239113] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:27.239185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:27.239266] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:27.239367] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:27.257163] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:27.257824] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:27.257933] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:27.258001] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:27.294395] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:27.294606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:27.294685] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:27.294748] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:27.298439] [DEBUG] [FORECASTER] BMO: Forecast T+1@11:T+2@11: UP (p=75.60%) [2025-10-09T00:03:27.298815] [INFO ] [FORECASTER] Completed predict_future for BMO [2025-10-09T00:03:27.298990] [INFO ] [sig ] BMO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:27.440388] [INFO ] [LOCAL ] Saved forecast: BMO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BMO.txt [2025-10-09T00:03:27.440751] [WARN ] [sig ] [290/2211] Failed BMO after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:27.440829] [INFO ] [sig ] [291/2211] Forecasting BMY... [2025-10-09T00:03:27.440895] [INFO ] [sig ] Generating forecast for: BMY [2025-10-09T00:03:27.440969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMY' from 'https://tdm.silogroup.org/data/derivative_storage/BMY.csv'. [2025-10-09T00:03:27.452906] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BMY'. [2025-10-09T00:03:27.453386] [INFO ] [FORECASTER] Starting predict_future for BMY [2025-10-09T00:03:27.483773] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:27.484699] [DEBUG] [LOCAL ] No optimal features file found for BMY: ./output/feature-sets/BMY.txt [2025-10-09T00:03:27.484779] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:27.484852] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:27.484921] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:27.485021] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:27.503041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:27.504055] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:27.504185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:27.504258] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:27.543005] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:27.543226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:27.543276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:27.543310] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:27.547179] [DEBUG] [FORECASTER] BMY: Forecast T+1@11:T+2@11: DOWN (p=6.54%) [2025-10-09T00:03:27.547490] [INFO ] [FORECASTER] Completed predict_future for BMY [2025-10-09T00:03:27.547671] [INFO ] [sig ] BMY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:27.695151] [INFO ] [LOCAL ] Saved forecast: BMY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BMY.txt [2025-10-09T00:03:27.695503] [WARN ] [sig ] [291/2211] Failed BMY after 0.3s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:27.695603] [INFO ] [sig ] [292/2211] Forecasting BN... [2025-10-09T00:03:27.695692] [INFO ] [sig ] Generating forecast for: BN [2025-10-09T00:03:27.695767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BN' from 'https://tdm.silogroup.org/data/derivative_storage/BN.csv'. [2025-10-09T00:03:27.701055] [WARN ] [REMOTE ] Historical data not found for symbol 'BN' (404). [2025-10-09T00:03:27.701308] [FATAL] [sig ] BN: No historical data fetched. [2025-10-09T00:03:27.701424] [WARN ] [sig ] [292/2211] Failed BN after 0.0s | 4.44 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:27.701500] [INFO ] [sig ] [293/2211] Forecasting BNED... [2025-10-09T00:03:27.701569] [INFO ] [sig ] Generating forecast for: BNED [2025-10-09T00:03:27.701668] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNED' from 'https://tdm.silogroup.org/data/derivative_storage/BNED.csv'. [2025-10-09T00:03:27.711918] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BNED'. [2025-10-09T00:03:27.712399] [INFO ] [FORECASTER] Starting predict_future for BNED [2025-10-09T00:03:27.740831] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:27.741802] [DEBUG] [LOCAL ] No optimal features file found for BNED: ./output/feature-sets/BNED.txt [2025-10-09T00:03:27.741886] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:27.741977] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:27.742055] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:27.742157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:27.760947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:27.761812] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:27.761930] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:27.762040] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:27.802073] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:27.802265] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:27.802314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:27.802351] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:27.806111] [DEBUG] [FORECASTER] BNED: Forecast T+1@11:T+2@11: UP (p=97.51%) [2025-10-09T00:03:27.806433] [INFO ] [FORECASTER] Completed predict_future for BNED [2025-10-09T00:03:27.806586] [INFO ] [sig ] BNED: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:27.951011] [INFO ] [LOCAL ] Saved forecast: BNED 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BNED.txt [2025-10-09T00:03:27.951313] [WARN ] [sig ] [293/2211] Failed BNED after 0.2s | 4.44 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:27.951394] [INFO ] [sig ] [294/2211] Forecasting BNH... [2025-10-09T00:03:27.951467] [INFO ] [sig ] Generating forecast for: BNH [2025-10-09T00:03:27.951541] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNH' from 'https://tdm.silogroup.org/data/derivative_storage/BNH.csv'. [2025-10-09T00:03:27.963189] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BNH'. [2025-10-09T00:03:27.963529] [INFO ] [FORECASTER] Starting predict_future for BNH [2025-10-09T00:03:27.990248] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:27.991112] [DEBUG] [LOCAL ] No optimal features file found for BNH: ./output/feature-sets/BNH.txt [2025-10-09T00:03:27.991190] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:27.991274] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:27.991355] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:27.991477] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:28.009696] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:28.010610] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:28.010763] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:28.010837] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:28.045639] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:28.045832] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:28.045880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:28.045917] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:28.049617] [DEBUG] [FORECASTER] BNH: Forecast T+1@11:T+2@11: DOWN (p=29.34%) [2025-10-09T00:03:28.049966] [INFO ] [FORECASTER] Completed predict_future for BNH [2025-10-09T00:03:28.050126] [INFO ] [sig ] BNH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:28.195374] [INFO ] [LOCAL ] Saved forecast: BNH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BNH.txt [2025-10-09T00:03:28.195671] [WARN ] [sig ] [294/2211] Failed BNH after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:28.195754] [INFO ] [sig ] [295/2211] Forecasting BNJ... [2025-10-09T00:03:28.195829] [INFO ] [sig ] Generating forecast for: BNJ [2025-10-09T00:03:28.195904] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNJ' from 'https://tdm.silogroup.org/data/derivative_storage/BNJ.csv'. [2025-10-09T00:03:28.206529] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BNJ'. [2025-10-09T00:03:28.206895] [INFO ] [FORECASTER] Starting predict_future for BNJ [2025-10-09T00:03:28.233185] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:28.234140] [DEBUG] [LOCAL ] No optimal features file found for BNJ: ./output/feature-sets/BNJ.txt [2025-10-09T00:03:28.234274] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:28.234366] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:28.234451] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:28.234580] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:28.253736] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:28.254388] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:28.254499] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:28.254585] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:28.293297] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:28.293504] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:28.293554] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:28.293592] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:28.297416] [DEBUG] [FORECASTER] BNJ: Forecast T+1@11:T+2@11: UP (p=63.60%) [2025-10-09T00:03:28.297770] [INFO ] [FORECASTER] Completed predict_future for BNJ [2025-10-09T00:03:28.297929] [INFO ] [sig ] BNJ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:28.440154] [INFO ] [LOCAL ] Saved forecast: BNJ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BNJ.txt [2025-10-09T00:03:28.440460] [WARN ] [sig ] [295/2211] Failed BNJ after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:28.440549] [INFO ] [sig ] [296/2211] Forecasting BNL... [2025-10-09T00:03:28.440619] [INFO ] [sig ] Generating forecast for: BNL [2025-10-09T00:03:28.440743] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNL' from 'https://tdm.silogroup.org/data/derivative_storage/BNL.csv'. [2025-10-09T00:03:28.453124] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BNL'. [2025-10-09T00:03:28.453571] [INFO ] [FORECASTER] Starting predict_future for BNL [2025-10-09T00:03:28.479832] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:28.480734] [DEBUG] [LOCAL ] No optimal features file found for BNL: ./output/feature-sets/BNL.txt [2025-10-09T00:03:28.480814] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:28.480887] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:28.480955] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:28.481120] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:28.499125] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:28.499932] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:28.500047] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:28.500131] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:28.537322] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:28.537481] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:28.537525] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:28.537559] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:28.541591] [DEBUG] [FORECASTER] BNL: Forecast T+1@11:T+2@11: UP (p=93.10%) [2025-10-09T00:03:28.541921] [INFO ] [FORECASTER] Completed predict_future for BNL [2025-10-09T00:03:28.542085] [INFO ] [sig ] BNL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:28.696542] [INFO ] [LOCAL ] Saved forecast: BNL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BNL.txt [2025-10-09T00:03:28.696906] [WARN ] [sig ] [296/2211] Failed BNL after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:28.696989] [INFO ] [sig ] [297/2211] Forecasting BNS... [2025-10-09T00:03:28.697063] [INFO ] [sig ] Generating forecast for: BNS [2025-10-09T00:03:28.697133] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNS' from 'https://tdm.silogroup.org/data/derivative_storage/BNS.csv'. [2025-10-09T00:03:28.702456] [WARN ] [REMOTE ] Historical data not found for symbol 'BNS' (404). [2025-10-09T00:03:28.702680] [FATAL] [sig ] BNS: No historical data fetched. [2025-10-09T00:03:28.702766] [WARN ] [sig ] [297/2211] Failed BNS after 0.0s | 4.45 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:28.702808] [INFO ] [sig ] [298/2211] Forecasting BNT... [2025-10-09T00:03:28.702842] [INFO ] [sig ] Generating forecast for: BNT [2025-10-09T00:03:28.702906] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNT' from 'https://tdm.silogroup.org/data/derivative_storage/BNT.csv'. [2025-10-09T00:03:28.712203] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'BNT'. [2025-10-09T00:03:28.712591] [INFO ] [FORECASTER] Starting predict_future for BNT [2025-10-09T00:03:28.739756] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:28.740589] [DEBUG] [LOCAL ] No optimal features file found for BNT: ./output/feature-sets/BNT.txt [2025-10-09T00:03:28.740691] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:28.740763] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:28.740843] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:28.740955] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:28.758917] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:28.759684] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:28.759799] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:28.759882] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:28.796048] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:28.796216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:28.796260] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:28.796294] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:28.800224] [DEBUG] [FORECASTER] BNT: Forecast T+1@11:T+2@11: DOWN (p=28.29%) [2025-10-09T00:03:28.800524] [INFO ] [FORECASTER] Completed predict_future for BNT [2025-10-09T00:03:28.800702] [INFO ] [sig ] BNT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:28.955993] [INFO ] [LOCAL ] Saved forecast: BNT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BNT.txt [2025-10-09T00:03:28.956467] [WARN ] [sig ] [298/2211] Failed BNT after 0.3s | 4.44 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:28.956563] [INFO ] [sig ] [299/2211] Forecasting BNY... [2025-10-09T00:03:28.956681] [INFO ] [sig ] Generating forecast for: BNY [2025-10-09T00:03:28.956765] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNY' from 'https://tdm.silogroup.org/data/derivative_storage/BNY.csv'. [2025-10-09T00:03:28.971158] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BNY'. [2025-10-09T00:03:28.971536] [INFO ] [FORECASTER] Starting predict_future for BNY [2025-10-09T00:03:29.002034] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:29.003369] [DEBUG] [LOCAL ] No optimal features file found for BNY: ./output/feature-sets/BNY.txt [2025-10-09T00:03:29.003485] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:29.003561] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:29.003631] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:29.003762] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:29.023603] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:29.024434] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:29.024572] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:29.024694] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:29.063880] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:29.064016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:29.064060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:29.064097] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:29.067752] [DEBUG] [FORECASTER] BNY: Forecast T+1@11:T+2@11: UP (p=72.31%) [2025-10-09T00:03:29.068092] [INFO ] [FORECASTER] Completed predict_future for BNY [2025-10-09T00:03:29.068247] [INFO ] [sig ] BNY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:29.315178] [INFO ] [LOCAL ] Saved forecast: BNY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BNY.txt [2025-10-09T00:03:29.315565] [WARN ] [sig ] [299/2211] Failed BNY after 0.4s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:29.315669] [INFO ] [sig ] [300/2211] Forecasting BOC... [2025-10-09T00:03:29.315728] [INFO ] [sig ] Generating forecast for: BOC [2025-10-09T00:03:29.315799] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOC' from 'https://tdm.silogroup.org/data/derivative_storage/BOC.csv'. [2025-10-09T00:03:29.327394] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BOC'. [2025-10-09T00:03:29.327818] [INFO ] [FORECASTER] Starting predict_future for BOC [2025-10-09T00:03:29.356858] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:29.357923] [DEBUG] [LOCAL ] No optimal features file found for BOC: ./output/feature-sets/BOC.txt [2025-10-09T00:03:29.358005] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:29.358097] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:29.358179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:29.358304] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:29.376594] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:29.377445] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:29.377769] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:29.377843] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:29.415100] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:29.415216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:29.415258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:29.415292] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:29.418599] [DEBUG] [FORECASTER] BOC: Forecast T+1@11:T+2@11: DOWN (p=15.95%) [2025-10-09T00:03:29.418921] [INFO ] [FORECASTER] Completed predict_future for BOC [2025-10-09T00:03:29.419078] [INFO ] [sig ] BOC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:29.567276] [INFO ] [LOCAL ] Saved forecast: BOC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BOC.txt [2025-10-09T00:03:29.567563] [WARN ] [sig ] [300/2211] Failed BOC after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:29.567686] [INFO ] [sig ] [301/2211] Forecasting BOE... [2025-10-09T00:03:29.567759] [INFO ] [sig ] Generating forecast for: BOE [2025-10-09T00:03:29.567846] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOE' from 'https://tdm.silogroup.org/data/derivative_storage/BOE.csv'. [2025-10-09T00:03:29.579444] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BOE'. [2025-10-09T00:03:29.580040] [INFO ] [FORECASTER] Starting predict_future for BOE [2025-10-09T00:03:29.607094] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:29.608021] [DEBUG] [LOCAL ] No optimal features file found for BOE: ./output/feature-sets/BOE.txt [2025-10-09T00:03:29.608106] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:29.608197] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:29.608269] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:29.608371] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:29.626405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:29.627061] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:29.627173] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:29.627245] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:29.662312] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:29.662444] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:29.662487] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:29.662521] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:29.665827] [DEBUG] [FORECASTER] BOE: Forecast T+1@11:T+2@11: UP (p=91.48%) [2025-10-09T00:03:29.666112] [INFO ] [FORECASTER] Completed predict_future for BOE [2025-10-09T00:03:29.666260] [INFO ] [sig ] BOE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:29.816385] [INFO ] [LOCAL ] Saved forecast: BOE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BOE.txt [2025-10-09T00:03:29.816704] [WARN ] [sig ] [301/2211] Failed BOE after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:29.816790] [INFO ] [sig ] [302/2211] Forecasting BOH... [2025-10-09T00:03:29.816863] [INFO ] [sig ] Generating forecast for: BOH [2025-10-09T00:03:29.816937] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOH' from 'https://tdm.silogroup.org/data/derivative_storage/BOH.csv'. [2025-10-09T00:03:29.827962] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BOH'. [2025-10-09T00:03:29.828371] [INFO ] [FORECASTER] Starting predict_future for BOH [2025-10-09T00:03:29.854052] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:29.854915] [DEBUG] [LOCAL ] No optimal features file found for BOH: ./output/feature-sets/BOH.txt [2025-10-09T00:03:29.854994] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:29.855078] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:29.855160] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:29.855273] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:29.874510] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:29.875188] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:29.875300] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:29.875383] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:29.913433] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:29.913690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:29.913766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:29.913806] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:29.918150] [DEBUG] [FORECASTER] BOH: Forecast T+1@11:T+2@11: UP (p=94.85%) [2025-10-09T00:03:29.918607] [INFO ] [FORECASTER] Completed predict_future for BOH [2025-10-09T00:03:29.918811] [INFO ] [sig ] BOH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:30.068495] [INFO ] [LOCAL ] Saved forecast: BOH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BOH.txt [2025-10-09T00:03:30.068845] [WARN ] [sig ] [302/2211] Failed BOH after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:30.068929] [INFO ] [sig ] [303/2211] Forecasting BOND... [2025-10-09T00:03:30.069013] [INFO ] [sig ] Generating forecast for: BOND [2025-10-09T00:03:30.069099] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOND' from 'https://tdm.silogroup.org/data/derivative_storage/BOND.csv'. [2025-10-09T00:03:30.079334] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BOND'. [2025-10-09T00:03:30.079840] [INFO ] [FORECASTER] Starting predict_future for BOND [2025-10-09T00:03:30.107286] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:30.108221] [DEBUG] [LOCAL ] No optimal features file found for BOND: ./output/feature-sets/BOND.txt [2025-10-09T00:03:30.108306] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:30.108379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:30.108447] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:30.108545] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:30.127333] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:30.128422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:30.128537] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:30.128608] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:30.169614] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:30.169879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:30.169935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:30.169971] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:30.173746] [DEBUG] [FORECASTER] BOND: Forecast T+1@11:T+2@11: UP (p=79.03%) [2025-10-09T00:03:30.174066] [INFO ] [FORECASTER] Completed predict_future for BOND [2025-10-09T00:03:30.174221] [INFO ] [sig ] BOND: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:30.320051] [INFO ] [LOCAL ] Saved forecast: BOND 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BOND.txt [2025-10-09T00:03:30.320320] [WARN ] [sig ] [303/2211] Failed BOND after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:30.320398] [INFO ] [sig ] [304/2211] Forecasting BOOT... [2025-10-09T00:03:30.320468] [INFO ] [sig ] Generating forecast for: BOOT [2025-10-09T00:03:30.320541] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOOT' from 'https://tdm.silogroup.org/data/derivative_storage/BOOT.csv'. [2025-10-09T00:03:30.335441] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BOOT'. [2025-10-09T00:03:30.335865] [INFO ] [FORECASTER] Starting predict_future for BOOT [2025-10-09T00:03:30.364237] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:30.365187] [DEBUG] [LOCAL ] No optimal features file found for BOOT: ./output/feature-sets/BOOT.txt [2025-10-09T00:03:30.365285] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:30.365368] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:30.365438] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:30.365539] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:30.385210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:30.385885] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:30.386002] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:30.386072] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:30.419890] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:30.420057] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:30.420106] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:30.420141] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:30.424286] [DEBUG] [FORECASTER] BOOT: Forecast T+1@11:T+2@11: DOWN (p=48.57%) [2025-10-09T00:03:30.424604] [INFO ] [FORECASTER] Completed predict_future for BOOT [2025-10-09T00:03:30.424829] [INFO ] [sig ] BOOT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:30.574200] [INFO ] [LOCAL ] Saved forecast: BOOT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BOOT.txt [2025-10-09T00:03:30.574486] [WARN ] [sig ] [304/2211] Failed BOOT after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:30.574576] [INFO ] [sig ] [305/2211] Forecasting BORR... [2025-10-09T00:03:30.574690] [INFO ] [sig ] Generating forecast for: BORR [2025-10-09T00:03:30.574770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BORR' from 'https://tdm.silogroup.org/data/derivative_storage/BORR.csv'. [2025-10-09T00:03:30.587324] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BORR'. [2025-10-09T00:03:30.587699] [INFO ] [FORECASTER] Starting predict_future for BORR [2025-10-09T00:03:30.614911] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:30.615718] [DEBUG] [LOCAL ] No optimal features file found for BORR: ./output/feature-sets/BORR.txt [2025-10-09T00:03:30.615797] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:30.615869] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:30.615940] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:30.616041] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:30.634407] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:30.635063] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:30.635171] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:30.635240] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:30.669318] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:30.669525] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:30.669576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:30.669614] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:30.673553] [DEBUG] [FORECASTER] BORR: Forecast T+1@11:T+2@11: UP (p=62.13%) [2025-10-09T00:03:30.673960] [INFO ] [FORECASTER] Completed predict_future for BORR [2025-10-09T00:03:30.674145] [INFO ] [sig ] BORR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:30.821635] [INFO ] [LOCAL ] Saved forecast: BORR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BORR.txt [2025-10-09T00:03:30.821959] [WARN ] [sig ] [305/2211] Failed BORR after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T00:03:30.822041] [INFO ] [sig ] [306/2211] Forecasting BOW... [2025-10-09T00:03:30.822093] [INFO ] [sig ] Generating forecast for: BOW [2025-10-09T00:03:30.822139] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOW' from 'https://tdm.silogroup.org/data/derivative_storage/BOW.csv'. [2025-10-09T00:03:30.833108] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BOW'. [2025-10-09T00:03:30.833579] [INFO ] [FORECASTER] Starting predict_future for BOW [2025-10-09T00:03:30.860720] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:30.861610] [DEBUG] [LOCAL ] No optimal features file found for BOW: ./output/feature-sets/BOW.txt [2025-10-09T00:03:30.861715] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:30.861790] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:30.861859] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:30.861961] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:30.879847] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:30.880463] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:30.880575] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:30.880688] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:30.912579] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:30.912784] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:30.912862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:30.912907] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:30.916805] [DEBUG] [FORECASTER] BOW: Forecast T+1@11:T+2@11: DOWN (p=23.27%) [2025-10-09T00:03:30.917116] [INFO ] [FORECASTER] Completed predict_future for BOW [2025-10-09T00:03:30.917269] [INFO ] [sig ] BOW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:31.059340] [INFO ] [LOCAL ] Saved forecast: BOW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BOW.txt [2025-10-09T00:03:31.059582] [WARN ] [sig ] [306/2211] Failed BOW after 0.2s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:31.059681] [INFO ] [sig ] [307/2211] Forecasting BOX... [2025-10-09T00:03:31.059754] [INFO ] [sig ] Generating forecast for: BOX [2025-10-09T00:03:31.059827] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOX' from 'https://tdm.silogroup.org/data/derivative_storage/BOX.csv'. [2025-10-09T00:03:31.070573] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BOX'. [2025-10-09T00:03:31.070931] [INFO ] [FORECASTER] Starting predict_future for BOX [2025-10-09T00:03:31.097046] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:31.097878] [DEBUG] [LOCAL ] No optimal features file found for BOX: ./output/feature-sets/BOX.txt [2025-10-09T00:03:31.097959] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:31.098031] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:31.098099] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:31.098198] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:31.115759] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:31.116346] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:31.116457] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:31.116526] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:31.145975] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:31.146074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:31.146115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:31.146148] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:31.149364] [DEBUG] [FORECASTER] BOX: Forecast T+1@11:T+2@11: DOWN (p=2.06%) [2025-10-09T00:03:31.149667] [INFO ] [FORECASTER] Completed predict_future for BOX [2025-10-09T00:03:31.149825] [INFO ] [sig ] BOX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:31.291111] [INFO ] [LOCAL ] Saved forecast: BOX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BOX.txt [2025-10-09T00:03:31.291351] [WARN ] [sig ] [307/2211] Failed BOX after 0.2s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:31.291435] [INFO ] [sig ] [308/2211] Forecasting BP... [2025-10-09T00:03:31.291503] [INFO ] [sig ] Generating forecast for: BP [2025-10-09T00:03:31.291575] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BP' from 'https://tdm.silogroup.org/data/derivative_storage/BP.csv'. [2025-10-09T00:03:31.302670] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BP'. [2025-10-09T00:03:31.303005] [INFO ] [FORECASTER] Starting predict_future for BP [2025-10-09T00:03:31.328816] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:31.329633] [DEBUG] [LOCAL ] No optimal features file found for BP: ./output/feature-sets/BP.txt [2025-10-09T00:03:31.329735] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:31.329819] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:31.329888] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:31.329986] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:31.348190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:31.348912] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:31.349022] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:31.349092] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:31.384156] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:31.384249] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:31.384290] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:31.384323] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:31.387455] [DEBUG] [FORECASTER] BP: Forecast T+1@11:T+2@11: UP (p=93.46%) [2025-10-09T00:03:31.387782] [INFO ] [FORECASTER] Completed predict_future for BP [2025-10-09T00:03:31.387937] [INFO ] [sig ] BP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:31.529906] [INFO ] [LOCAL ] Saved forecast: BP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BP.txt [2025-10-09T00:03:31.530225] [WARN ] [sig ] [308/2211] Failed BP after 0.2s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:31.530306] [INFO ] [sig ] [309/2211] Forecasting BR... [2025-10-09T00:03:31.530376] [INFO ] [sig ] Generating forecast for: BR [2025-10-09T00:03:31.530447] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BR' from 'https://tdm.silogroup.org/data/derivative_storage/BR.csv'. [2025-10-09T00:03:31.542472] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BR'. [2025-10-09T00:03:31.542979] [INFO ] [FORECASTER] Starting predict_future for BR [2025-10-09T00:03:31.568550] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:31.569435] [DEBUG] [LOCAL ] No optimal features file found for BR: ./output/feature-sets/BR.txt [2025-10-09T00:03:31.569515] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:31.569585] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:31.569631] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:31.569747] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:31.587289] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:31.587940] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:31.588048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:31.588117] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:31.623815] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:31.623986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:31.624032] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:31.624067] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:31.627574] [DEBUG] [FORECASTER] BR: Forecast T+1@11:T+2@11: DOWN (p=2.75%) [2025-10-09T00:03:31.627900] [INFO ] [FORECASTER] Completed predict_future for BR [2025-10-09T00:03:31.628055] [INFO ] [sig ] BR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:31.769056] [INFO ] [LOCAL ] Saved forecast: BR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BR.txt [2025-10-09T00:03:31.769344] [WARN ] [sig ] [309/2211] Failed BR after 0.2s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:31.769425] [INFO ] [sig ] [310/2211] Forecasting BRBR... [2025-10-09T00:03:31.769495] [INFO ] [sig ] Generating forecast for: BRBR [2025-10-09T00:03:31.769567] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRBR' from 'https://tdm.silogroup.org/data/derivative_storage/BRBR.csv'. [2025-10-09T00:03:31.780729] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BRBR'. [2025-10-09T00:03:31.781081] [INFO ] [FORECASTER] Starting predict_future for BRBR [2025-10-09T00:03:31.807214] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:31.808035] [DEBUG] [LOCAL ] No optimal features file found for BRBR: ./output/feature-sets/BRBR.txt [2025-10-09T00:03:31.808116] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:31.808187] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:31.808255] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:31.808353] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:31.826189] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:31.826828] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:31.826935] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:31.827004] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:31.862281] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:31.862404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:31.862446] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:31.862480] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:31.865784] [DEBUG] [FORECASTER] BRBR: Forecast T+1@11:T+2@11: DOWN (p=16.90%) [2025-10-09T00:03:31.866073] [INFO ] [FORECASTER] Completed predict_future for BRBR [2025-10-09T00:03:31.866214] [INFO ] [sig ] BRBR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:32.007508] [INFO ] [LOCAL ] Saved forecast: BRBR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BRBR.txt [2025-10-09T00:03:32.007856] [WARN ] [sig ] [310/2211] Failed BRBR after 0.2s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:32.007943] [INFO ] [sig ] [311/2211] Forecasting BRC... [2025-10-09T00:03:32.008012] [INFO ] [sig ] Generating forecast for: BRC [2025-10-09T00:03:32.008085] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRC' from 'https://tdm.silogroup.org/data/derivative_storage/BRC.csv'. [2025-10-09T00:03:32.019501] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BRC'. [2025-10-09T00:03:32.019969] [INFO ] [FORECASTER] Starting predict_future for BRC [2025-10-09T00:03:32.045941] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:32.046988] [DEBUG] [LOCAL ] No optimal features file found for BRC: ./output/feature-sets/BRC.txt [2025-10-09T00:03:32.047066] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:32.047140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:32.047209] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:32.047309] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:32.064877] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:32.065637] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:32.065775] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:32.065844] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:32.103171] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:32.103367] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:32.103415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:32.103449] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:32.107092] [DEBUG] [FORECASTER] BRC: Forecast T+1@11:T+2@11: UP (p=94.61%) [2025-10-09T00:03:32.107397] [INFO ] [FORECASTER] Completed predict_future for BRC [2025-10-09T00:03:32.107551] [INFO ] [sig ] BRC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:32.251864] [INFO ] [LOCAL ] Saved forecast: BRC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BRC.txt [2025-10-09T00:03:32.252183] [WARN ] [sig ] [311/2211] Failed BRC after 0.2s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:32.252264] [INFO ] [sig ] [312/2211] Forecasting BRCC... [2025-10-09T00:03:32.252313] [INFO ] [sig ] Generating forecast for: BRCC [2025-10-09T00:03:32.252358] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRCC' from 'https://tdm.silogroup.org/data/derivative_storage/BRCC.csv'. [2025-10-09T00:03:32.265398] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BRCC'. [2025-10-09T00:03:32.265999] [INFO ] [FORECASTER] Starting predict_future for BRCC [2025-10-09T00:03:32.300261] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:32.301300] [DEBUG] [LOCAL ] No optimal features file found for BRCC: ./output/feature-sets/BRCC.txt [2025-10-09T00:03:32.301387] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:32.301463] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:32.301558] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:32.301693] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:32.322419] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:32.323413] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:32.323547] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:32.323639] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:32.367429] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:32.367690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:32.367767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:32.367805] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:32.373353] [DEBUG] [FORECASTER] BRCC: Forecast T+1@11:T+2@11: UP (p=62.39%) [2025-10-09T00:03:32.373872] [INFO ] [FORECASTER] Completed predict_future for BRCC [2025-10-09T00:03:32.374108] [INFO ] [sig ] BRCC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:32.555699] [INFO ] [LOCAL ] Saved forecast: BRCC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BRCC.txt [2025-10-09T00:03:32.556043] [WARN ] [sig ] [312/2211] Failed BRCC after 0.3s | 4.41 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:32.556131] [INFO ] [sig ] [313/2211] Forecasting BRO... [2025-10-09T00:03:32.556212] [INFO ] [sig ] Generating forecast for: BRO [2025-10-09T00:03:32.556290] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRO' from 'https://tdm.silogroup.org/data/derivative_storage/BRO.csv'. [2025-10-09T00:03:32.561986] [WARN ] [REMOTE ] Historical data not found for symbol 'BRO' (404). [2025-10-09T00:03:32.562225] [FATAL] [sig ] BRO: No historical data fetched. [2025-10-09T00:03:32.562341] [WARN ] [sig ] [313/2211] Failed BRO after 0.0s | 4.43 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:32.562438] [INFO ] [sig ] [314/2211] Forecasting BROS... [2025-10-09T00:03:32.562518] [INFO ] [sig ] Generating forecast for: BROS [2025-10-09T00:03:32.562602] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BROS' from 'https://tdm.silogroup.org/data/derivative_storage/BROS.csv'. [2025-10-09T00:03:32.574956] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BROS'. [2025-10-09T00:03:32.575456] [INFO ] [FORECASTER] Starting predict_future for BROS [2025-10-09T00:03:32.606487] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:32.607992] [DEBUG] [LOCAL ] No optimal features file found for BROS: ./output/feature-sets/BROS.txt [2025-10-09T00:03:32.608083] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:32.608177] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:32.608248] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:32.608351] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:32.630010] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:32.631063] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:32.631181] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:32.631252] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:32.677063] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:32.677278] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:32.677330] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:32.677366] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:32.681859] [DEBUG] [FORECASTER] BROS: Forecast T+1@11:T+2@11: UP (p=90.49%) [2025-10-09T00:03:32.682317] [INFO ] [FORECASTER] Completed predict_future for BROS [2025-10-09T00:03:32.682500] [INFO ] [sig ] BROS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:32.850728] [INFO ] [LOCAL ] Saved forecast: BROS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BROS.txt [2025-10-09T00:03:32.851287] [WARN ] [sig ] [314/2211] Failed BROS after 0.3s | 4.42 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:32.851371] [INFO ] [sig ] [315/2211] Forecasting BRSP... [2025-10-09T00:03:32.851441] [INFO ] [sig ] Generating forecast for: BRSP [2025-10-09T00:03:32.851513] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRSP' from 'https://tdm.silogroup.org/data/derivative_storage/BRSP.csv'. [2025-10-09T00:03:32.865184] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BRSP'. [2025-10-09T00:03:32.865524] [INFO ] [FORECASTER] Starting predict_future for BRSP [2025-10-09T00:03:32.891975] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:32.892793] [DEBUG] [LOCAL ] No optimal features file found for BRSP: ./output/feature-sets/BRSP.txt [2025-10-09T00:03:32.892871] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:32.892942] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:32.893011] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:32.893116] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:32.910921] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:32.911577] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:32.911706] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:32.911777] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:32.952173] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:32.952266] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:32.952305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:32.952338] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:32.955481] [DEBUG] [FORECASTER] BRSP: Forecast T+1@11:T+2@11: UP (p=84.35%) [2025-10-09T00:03:32.955805] [INFO ] [FORECASTER] Completed predict_future for BRSP [2025-10-09T00:03:32.955965] [INFO ] [sig ] BRSP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:33.100339] [INFO ] [LOCAL ] Saved forecast: BRSP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BRSP.txt [2025-10-09T00:03:33.100620] [WARN ] [sig ] [315/2211] Failed BRSP after 0.2s | 4.42 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:33.100724] [INFO ] [sig ] [316/2211] Forecasting BRT... [2025-10-09T00:03:33.100795] [INFO ] [sig ] Generating forecast for: BRT [2025-10-09T00:03:33.100867] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRT' from 'https://tdm.silogroup.org/data/derivative_storage/BRT.csv'. [2025-10-09T00:03:33.112331] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BRT'. [2025-10-09T00:03:33.113054] [INFO ] [FORECASTER] Starting predict_future for BRT [2025-10-09T00:03:33.139420] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:33.140285] [DEBUG] [LOCAL ] No optimal features file found for BRT: ./output/feature-sets/BRT.txt [2025-10-09T00:03:33.140366] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:33.140440] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:33.140511] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:33.140615] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:33.158391] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:33.159116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:33.159268] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:33.159353] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:33.211027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:33.211253] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:33.211303] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:33.211338] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:33.215425] [DEBUG] [FORECASTER] BRT: Forecast T+1@11:T+2@11: UP (p=88.26%) [2025-10-09T00:03:33.215870] [INFO ] [FORECASTER] Completed predict_future for BRT [2025-10-09T00:03:33.216060] [INFO ] [sig ] BRT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:33.374798] [INFO ] [LOCAL ] Saved forecast: BRT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BRT.txt [2025-10-09T00:03:33.375083] [WARN ] [sig ] [316/2211] Failed BRT after 0.3s | 4.42 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:33.375162] [INFO ] [sig ] [317/2211] Forecasting BRW... [2025-10-09T00:03:33.375235] [INFO ] [sig ] Generating forecast for: BRW [2025-10-09T00:03:33.375311] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRW' from 'https://tdm.silogroup.org/data/derivative_storage/BRW.csv'. [2025-10-09T00:03:33.387121] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BRW'. [2025-10-09T00:03:33.387535] [INFO ] [FORECASTER] Starting predict_future for BRW [2025-10-09T00:03:33.415985] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:33.416908] [DEBUG] [LOCAL ] No optimal features file found for BRW: ./output/feature-sets/BRW.txt [2025-10-09T00:03:33.416989] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:33.417060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:33.417128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:33.417227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:33.435216] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:33.435922] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:33.436039] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:33.436109] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:33.480765] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:33.480958] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:33.481005] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:33.481039] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:33.484710] [DEBUG] [FORECASTER] BRW: Forecast T+1@11:T+2@11: DOWN (p=31.20%) [2025-10-09T00:03:33.485027] [INFO ] [FORECASTER] Completed predict_future for BRW [2025-10-09T00:03:33.485195] [INFO ] [sig ] BRW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:33.659813] [INFO ] [LOCAL ] Saved forecast: BRW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BRW.txt [2025-10-09T00:03:33.660205] [WARN ] [sig ] [317/2211] Failed BRW after 0.3s | 4.42 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:33.660290] [INFO ] [sig ] [318/2211] Forecasting BRX... [2025-10-09T00:03:33.660361] [INFO ] [sig ] Generating forecast for: BRX [2025-10-09T00:03:33.660447] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRX' from 'https://tdm.silogroup.org/data/derivative_storage/BRX.csv'. [2025-10-09T00:03:33.676437] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BRX'. [2025-10-09T00:03:33.677266] [INFO ] [FORECASTER] Starting predict_future for BRX [2025-10-09T00:03:33.713516] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:33.715189] [DEBUG] [LOCAL ] No optimal features file found for BRX: ./output/feature-sets/BRX.txt [2025-10-09T00:03:33.715283] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:33.715363] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:33.715434] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:33.715541] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:33.736441] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:33.737895] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:33.738046] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:33.738121] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:33.787999] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:33.788339] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:33.788422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:33.788474] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:33.793568] [DEBUG] [FORECASTER] BRX: Forecast T+1@11:T+2@11: UP (p=51.18%) [2025-10-09T00:03:33.793994] [INFO ] [FORECASTER] Completed predict_future for BRX [2025-10-09T00:03:33.794193] [INFO ] [sig ] BRX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:33.955604] [INFO ] [LOCAL ] Saved forecast: BRX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BRX.txt [2025-10-09T00:03:33.956105] [WARN ] [sig ] [318/2211] Failed BRX after 0.3s | 4.41 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:33.956282] [INFO ] [sig ] [319/2211] Forecasting BSAC... [2025-10-09T00:03:33.956360] [INFO ] [sig ] Generating forecast for: BSAC [2025-10-09T00:03:33.956438] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSAC' from 'https://tdm.silogroup.org/data/derivative_storage/BSAC.csv'. [2025-10-09T00:03:33.973520] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BSAC'. [2025-10-09T00:03:33.974238] [INFO ] [FORECASTER] Starting predict_future for BSAC [2025-10-09T00:03:34.002878] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:34.004043] [DEBUG] [LOCAL ] No optimal features file found for BSAC: ./output/feature-sets/BSAC.txt [2025-10-09T00:03:34.004147] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:34.004227] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:34.004299] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:34.004405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:34.024192] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:34.025500] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:34.025668] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:34.025747] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:34.075153] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:34.075460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:34.075514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:34.075548] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:34.079960] [DEBUG] [FORECASTER] BSAC: Forecast T+1@11:T+2@11: DOWN (p=9.60%) [2025-10-09T00:03:34.080323] [INFO ] [FORECASTER] Completed predict_future for BSAC [2025-10-09T00:03:34.080498] [INFO ] [sig ] BSAC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:34.234355] [INFO ] [LOCAL ] Saved forecast: BSAC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BSAC.txt [2025-10-09T00:03:34.234792] [WARN ] [sig ] [319/2211] Failed BSAC after 0.3s | 4.41 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:34.234881] [INFO ] [sig ] [320/2211] Forecasting BSBR... [2025-10-09T00:03:34.234954] [INFO ] [sig ] Generating forecast for: BSBR [2025-10-09T00:03:34.235029] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSBR' from 'https://tdm.silogroup.org/data/derivative_storage/BSBR.csv'. [2025-10-09T00:03:34.248368] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BSBR'. [2025-10-09T00:03:34.248805] [INFO ] [FORECASTER] Starting predict_future for BSBR [2025-10-09T00:03:34.276141] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:34.277034] [DEBUG] [LOCAL ] No optimal features file found for BSBR: ./output/feature-sets/BSBR.txt [2025-10-09T00:03:34.277118] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:34.277207] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:34.277296] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:34.277410] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:34.296611] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:34.297819] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:34.297961] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:34.298036] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:34.344248] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:34.344515] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:34.344573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:34.344609] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:34.349023] [DEBUG] [FORECASTER] BSBR: Forecast T+1@11:T+2@11: DOWN (p=22.26%) [2025-10-09T00:03:34.349412] [INFO ] [FORECASTER] Completed predict_future for BSBR [2025-10-09T00:03:34.349586] [INFO ] [sig ] BSBR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:34.500947] [INFO ] [LOCAL ] Saved forecast: BSBR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BSBR.txt [2025-10-09T00:03:34.501362] [WARN ] [sig ] [320/2211] Failed BSBR after 0.3s | 4.41 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:34.501449] [INFO ] [sig ] [321/2211] Forecasting BSL... [2025-10-09T00:03:34.501523] [INFO ] [sig ] Generating forecast for: BSL [2025-10-09T00:03:34.501600] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSL' from 'https://tdm.silogroup.org/data/derivative_storage/BSL.csv'. [2025-10-09T00:03:34.514709] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BSL'. [2025-10-09T00:03:34.515256] [INFO ] [FORECASTER] Starting predict_future for BSL [2025-10-09T00:03:34.542918] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:34.543783] [DEBUG] [LOCAL ] No optimal features file found for BSL: ./output/feature-sets/BSL.txt [2025-10-09T00:03:34.543871] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:34.543964] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:34.544035] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:34.544136] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:34.562989] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:34.563924] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:34.564058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:34.564129] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:34.603505] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:34.603740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:34.603807] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:34.603843] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:34.607626] [DEBUG] [FORECASTER] BSL: Forecast T+1@11:T+2@11: DOWN (p=40.72%) [2025-10-09T00:03:34.607989] [INFO ] [FORECASTER] Completed predict_future for BSL [2025-10-09T00:03:34.608149] [INFO ] [sig ] BSL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:34.775466] [INFO ] [LOCAL ] Saved forecast: BSL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BSL.txt [2025-10-09T00:03:34.775965] [WARN ] [sig ] [321/2211] Failed BSL after 0.3s | 4.40 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:34.776066] [INFO ] [sig ] [322/2211] Forecasting BSM... [2025-10-09T00:03:34.776142] [INFO ] [sig ] Generating forecast for: BSM [2025-10-09T00:03:34.776221] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSM' from 'https://tdm.silogroup.org/data/derivative_storage/BSM.csv'. [2025-10-09T00:03:34.792011] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BSM'. [2025-10-09T00:03:34.792573] [INFO ] [FORECASTER] Starting predict_future for BSM [2025-10-09T00:03:34.821389] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:34.822337] [DEBUG] [LOCAL ] No optimal features file found for BSM: ./output/feature-sets/BSM.txt [2025-10-09T00:03:34.822423] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:34.822507] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:34.822580] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:34.822715] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:34.841675] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:34.842900] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:34.843053] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:34.843140] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:34.889522] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:34.889815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:34.889883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:34.889956] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:34.894377] [DEBUG] [FORECASTER] BSM: Forecast T+1@11:T+2@11: DOWN (p=0.29%) [2025-10-09T00:03:34.894793] [INFO ] [FORECASTER] Completed predict_future for BSM [2025-10-09T00:03:34.894978] [INFO ] [sig ] BSM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:35.046347] [INFO ] [LOCAL ] Saved forecast: BSM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BSM.txt [2025-10-09T00:03:35.046789] [WARN ] [sig ] [322/2211] Failed BSM after 0.3s | 4.40 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:35.046876] [INFO ] [sig ] [323/2211] Forecasting BST... [2025-10-09T00:03:35.046951] [INFO ] [sig ] Generating forecast for: BST [2025-10-09T00:03:35.047027] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BST' from 'https://tdm.silogroup.org/data/derivative_storage/BST.csv'. [2025-10-09T00:03:35.060099] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BST'. [2025-10-09T00:03:35.060615] [INFO ] [FORECASTER] Starting predict_future for BST [2025-10-09T00:03:35.087050] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:35.088007] [DEBUG] [LOCAL ] No optimal features file found for BST: ./output/feature-sets/BST.txt [2025-10-09T00:03:35.088090] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:35.088162] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:35.088230] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:35.088331] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:35.106089] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:35.106775] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:35.106891] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:35.106962] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:35.147934] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:35.148206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:35.148267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:35.148310] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:35.153801] [DEBUG] [FORECASTER] BST: Forecast T+1@11:T+2@11: DOWN (p=37.42%) [2025-10-09T00:03:35.154333] [INFO ] [FORECASTER] Completed predict_future for BST [2025-10-09T00:03:35.154561] [INFO ] [sig ] BST: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:35.329796] [INFO ] [LOCAL ] Saved forecast: BST 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BST.txt [2025-10-09T00:03:35.330093] [WARN ] [sig ] [323/2211] Failed BST after 0.3s | 4.40 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:35.330177] [INFO ] [sig ] [324/2211] Forecasting BSTZ... [2025-10-09T00:03:35.330254] [INFO ] [sig ] Generating forecast for: BSTZ [2025-10-09T00:03:35.330329] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BSTZ.csv'. [2025-10-09T00:03:35.344140] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BSTZ'. [2025-10-09T00:03:35.344860] [INFO ] [FORECASTER] Starting predict_future for BSTZ [2025-10-09T00:03:35.372711] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:35.373699] [DEBUG] [LOCAL ] No optimal features file found for BSTZ: ./output/feature-sets/BSTZ.txt [2025-10-09T00:03:35.373782] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:35.373860] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:35.373928] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:35.374033] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:35.391813] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:35.392727] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:35.392852] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:35.392925] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:35.437282] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:35.437572] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:35.437631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:35.437724] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:35.441997] [DEBUG] [FORECASTER] BSTZ: Forecast T+1@11:T+2@11: UP (p=73.13%) [2025-10-09T00:03:35.442345] [INFO ] [FORECASTER] Completed predict_future for BSTZ [2025-10-09T00:03:35.442516] [INFO ] [sig ] BSTZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:35.588605] [INFO ] [LOCAL ] Saved forecast: BSTZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BSTZ.txt [2025-10-09T00:03:35.588967] [WARN ] [sig ] [324/2211] Failed BSTZ after 0.3s | 4.40 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T00:03:35.589048] [INFO ] [sig ] [325/2211] Forecasting BSX... [2025-10-09T00:03:35.589118] [INFO ] [sig ] Generating forecast for: BSX [2025-10-09T00:03:35.589166] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSX' from 'https://tdm.silogroup.org/data/derivative_storage/BSX.csv'. [2025-10-09T00:03:35.594048] [WARN ] [REMOTE ] Historical data not found for symbol 'BSX' (404). [2025-10-09T00:03:35.594267] [FATAL] [sig ] BSX: No historical data fetched. [2025-10-09T00:03:35.594363] [WARN ] [sig ] [325/2211] Failed BSX after 0.0s | 4.41 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:35.594439] [INFO ] [sig ] [326/2211] Forecasting BTA... [2025-10-09T00:03:35.594510] [INFO ] [sig ] Generating forecast for: BTA [2025-10-09T00:03:35.594579] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTA' from 'https://tdm.silogroup.org/data/derivative_storage/BTA.csv'. [2025-10-09T00:03:35.604305] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BTA'. [2025-10-09T00:03:35.604671] [INFO ] [FORECASTER] Starting predict_future for BTA [2025-10-09T00:03:35.635699] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:35.636726] [DEBUG] [LOCAL ] No optimal features file found for BTA: ./output/feature-sets/BTA.txt [2025-10-09T00:03:35.636809] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:35.636890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:35.636963] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:35.637048] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:35.654694] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:35.655710] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:35.655855] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:35.655928] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:35.690890] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:35.691113] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:35.691163] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:35.691197] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:35.694988] [DEBUG] [FORECASTER] BTA: Forecast T+1@11:T+2@11: UP (p=53.55%) [2025-10-09T00:03:35.695315] [INFO ] [FORECASTER] Completed predict_future for BTA [2025-10-09T00:03:35.695469] [INFO ] [sig ] BTA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:35.838072] [INFO ] [LOCAL ] Saved forecast: BTA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BTA.txt [2025-10-09T00:03:35.838463] [WARN ] [sig ] [326/2211] Failed BTA after 0.2s | 4.41 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:35.838549] [INFO ] [sig ] [327/2211] Forecasting BTCM... [2025-10-09T00:03:35.838620] [INFO ] [sig ] Generating forecast for: BTCM [2025-10-09T00:03:35.838714] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTCM' from 'https://tdm.silogroup.org/data/derivative_storage/BTCM.csv'. [2025-10-09T00:03:35.850383] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'BTCM'. [2025-10-09T00:03:35.850863] [INFO ] [FORECASTER] Starting predict_future for BTCM [2025-10-09T00:03:35.877046] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:35.877984] [DEBUG] [LOCAL ] No optimal features file found for BTCM: ./output/feature-sets/BTCM.txt [2025-10-09T00:03:35.878071] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:35.878161] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:35.878230] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:35.878330] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:35.896043] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:35.897094] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:35.897221] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:35.897291] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:35.932871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:35.933090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:35.933142] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:35.933177] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:35.937028] [DEBUG] [FORECASTER] BTCM: Forecast T+1@11:T+2@11: UP (p=84.97%) [2025-10-09T00:03:35.937357] [INFO ] [FORECASTER] Completed predict_future for BTCM [2025-10-09T00:03:35.937506] [INFO ] [sig ] BTCM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:36.086449] [INFO ] [LOCAL ] Saved forecast: BTCM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BTCM.txt [2025-10-09T00:03:36.086810] [WARN ] [sig ] [327/2211] Failed BTCM after 0.2s | 4.41 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:36.086894] [INFO ] [sig ] [328/2211] Forecasting BTE... [2025-10-09T00:03:36.086967] [INFO ] [sig ] Generating forecast for: BTE [2025-10-09T00:03:36.087040] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTE' from 'https://tdm.silogroup.org/data/derivative_storage/BTE.csv'. [2025-10-09T00:03:36.098848] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BTE'. [2025-10-09T00:03:36.099330] [INFO ] [FORECASTER] Starting predict_future for BTE [2025-10-09T00:03:36.125184] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:36.126085] [DEBUG] [LOCAL ] No optimal features file found for BTE: ./output/feature-sets/BTE.txt [2025-10-09T00:03:36.126166] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:36.126239] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:36.126306] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:36.126404] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:36.144077] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:36.144972] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:36.145089] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:36.145159] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:36.180568] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:36.180703] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:36.180768] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:36.180804] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:36.184068] [DEBUG] [FORECASTER] BTE: Forecast T+1@11:T+2@11: UP (p=68.25%) [2025-10-09T00:03:36.184362] [INFO ] [FORECASTER] Completed predict_future for BTE [2025-10-09T00:03:36.184509] [INFO ] [sig ] BTE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:36.324594] [INFO ] [LOCAL ] Saved forecast: BTE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BTE.txt [2025-10-09T00:03:36.324881] [WARN ] [sig ] [328/2211] Failed BTE after 0.2s | 4.41 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:36.324965] [INFO ] [sig ] [329/2211] Forecasting BTI... [2025-10-09T00:03:36.325036] [INFO ] [sig ] Generating forecast for: BTI [2025-10-09T00:03:36.325113] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTI' from 'https://tdm.silogroup.org/data/derivative_storage/BTI.csv'. [2025-10-09T00:03:36.336207] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BTI'. [2025-10-09T00:03:36.336567] [INFO ] [FORECASTER] Starting predict_future for BTI [2025-10-09T00:03:36.363315] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:36.364113] [DEBUG] [LOCAL ] No optimal features file found for BTI: ./output/feature-sets/BTI.txt [2025-10-09T00:03:36.364192] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:36.364265] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:36.364333] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:36.364430] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:36.381929] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:36.382521] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:36.382627] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:36.382715] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:36.420622] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:36.420845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:36.420904] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:36.420940] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:36.424692] [DEBUG] [FORECASTER] BTI: Forecast T+1@11:T+2@11: DOWN (p=7.51%) [2025-10-09T00:03:36.425023] [INFO ] [FORECASTER] Completed predict_future for BTI [2025-10-09T00:03:36.425177] [INFO ] [sig ] BTI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:36.566797] [INFO ] [LOCAL ] Saved forecast: BTI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BTI.txt [2025-10-09T00:03:36.567128] [WARN ] [sig ] [329/2211] Failed BTI after 0.2s | 4.41 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:36.567220] [INFO ] [sig ] [330/2211] Forecasting BTO... [2025-10-09T00:03:36.567293] [INFO ] [sig ] Generating forecast for: BTO [2025-10-09T00:03:36.567366] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTO' from 'https://tdm.silogroup.org/data/derivative_storage/BTO.csv'. [2025-10-09T00:03:36.578702] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BTO'. [2025-10-09T00:03:36.579056] [INFO ] [FORECASTER] Starting predict_future for BTO [2025-10-09T00:03:36.606084] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:36.606931] [DEBUG] [LOCAL ] No optimal features file found for BTO: ./output/feature-sets/BTO.txt [2025-10-09T00:03:36.607012] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:36.607088] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:36.607158] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:36.607259] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:36.625452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:36.626179] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:36.626292] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:36.626365] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:36.660802] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:36.660912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:36.660956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:36.660989] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:36.664258] [DEBUG] [FORECASTER] BTO: Forecast T+1@11:T+2@11: DOWN (p=8.56%) [2025-10-09T00:03:36.664545] [INFO ] [FORECASTER] Completed predict_future for BTO [2025-10-09T00:03:36.664725] [INFO ] [sig ] BTO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:36.807093] [INFO ] [LOCAL ] Saved forecast: BTO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BTO.txt [2025-10-09T00:03:36.807373] [WARN ] [sig ] [330/2211] Failed BTO after 0.2s | 4.40 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:36.807450] [INFO ] [sig ] [331/2211] Forecasting BTT... [2025-10-09T00:03:36.807528] [INFO ] [sig ] Generating forecast for: BTT [2025-10-09T00:03:36.807605] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTT' from 'https://tdm.silogroup.org/data/derivative_storage/BTT.csv'. [2025-10-09T00:03:36.812738] [WARN ] [REMOTE ] Historical data not found for symbol 'BTT' (404). [2025-10-09T00:03:36.812929] [FATAL] [sig ] BTT: No historical data fetched. [2025-10-09T00:03:36.813023] [WARN ] [sig ] [331/2211] Failed BTT after 0.0s | 4.42 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:36.813098] [INFO ] [sig ] [332/2211] Forecasting BTU... [2025-10-09T00:03:36.813168] [INFO ] [sig ] Generating forecast for: BTU [2025-10-09T00:03:36.813234] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTU' from 'https://tdm.silogroup.org/data/derivative_storage/BTU.csv'. [2025-10-09T00:03:36.817282] [WARN ] [REMOTE ] Historical data not found for symbol 'BTU' (404). [2025-10-09T00:03:36.817462] [FATAL] [sig ] BTU: No historical data fetched. [2025-10-09T00:03:36.817550] [WARN ] [sig ] [332/2211] Failed BTU after 0.0s | 4.43 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T00:03:36.817625] [INFO ] [sig ] [333/2211] Forecasting BTZ... [2025-10-09T00:03:36.817720] [INFO ] [sig ] Generating forecast for: BTZ [2025-10-09T00:03:36.817789] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BTZ.csv'. [2025-10-09T00:03:36.827217] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BTZ'. [2025-10-09T00:03:36.827576] [INFO ] [FORECASTER] Starting predict_future for BTZ [2025-10-09T00:03:36.853377] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:36.854204] [DEBUG] [LOCAL ] No optimal features file found for BTZ: ./output/feature-sets/BTZ.txt [2025-10-09T00:03:36.854282] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:36.854354] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:36.854422] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:36.854519] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:36.871892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:36.872517] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:36.872627] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:36.872718] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:36.901533] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:36.901681] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:36.901747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:36.901783] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:36.905060] [DEBUG] [FORECASTER] BTZ: Forecast T+1@11:T+2@11: UP (p=73.36%) [2025-10-09T00:03:36.905348] [INFO ] [FORECASTER] Completed predict_future for BTZ [2025-10-09T00:03:36.905490] [INFO ] [sig ] BTZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:37.045983] [INFO ] [LOCAL ] Saved forecast: BTZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BTZ.txt [2025-10-09T00:03:37.046265] [WARN ] [sig ] [333/2211] Failed BTZ after 0.2s | 4.43 sym/s | Total: 1.3m | ETA: 7.1m [2025-10-09T00:03:37.046343] [INFO ] [sig ] [334/2211] Forecasting BUD... [2025-10-09T00:03:37.046414] [INFO ] [sig ] Generating forecast for: BUD [2025-10-09T00:03:37.046488] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUD' from 'https://tdm.silogroup.org/data/derivative_storage/BUD.csv'. [2025-10-09T00:03:37.057121] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BUD'. [2025-10-09T00:03:37.057468] [INFO ] [FORECASTER] Starting predict_future for BUD [2025-10-09T00:03:37.083737] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:37.084504] [DEBUG] [LOCAL ] No optimal features file found for BUD: ./output/feature-sets/BUD.txt [2025-10-09T00:03:37.084583] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:37.084681] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:37.084748] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:37.084845] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:37.102360] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:37.102996] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:37.103104] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:37.103174] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:37.132699] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:37.132821] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:37.132862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:37.132896] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:37.136094] [DEBUG] [FORECASTER] BUD: Forecast T+1@11:T+2@11: UP (p=80.89%) [2025-10-09T00:03:37.136379] [INFO ] [FORECASTER] Completed predict_future for BUD [2025-10-09T00:03:37.136521] [INFO ] [sig ] BUD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:37.291539] [INFO ] [LOCAL ] Saved forecast: BUD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BUD.txt [2025-10-09T00:03:37.291869] [WARN ] [sig ] [334/2211] Failed BUD after 0.2s | 4.43 sym/s | Total: 1.3m | ETA: 7.1m [2025-10-09T00:03:37.291958] [INFO ] [sig ] [335/2211] Forecasting BUI... [2025-10-09T00:03:37.292031] [INFO ] [sig ] Generating forecast for: BUI [2025-10-09T00:03:37.292112] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUI' from 'https://tdm.silogroup.org/data/derivative_storage/BUI.csv'. [2025-10-09T00:03:37.303782] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BUI'. [2025-10-09T00:03:37.304094] [INFO ] [FORECASTER] Starting predict_future for BUI [2025-10-09T00:03:37.330498] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:37.331273] [DEBUG] [LOCAL ] No optimal features file found for BUI: ./output/feature-sets/BUI.txt [2025-10-09T00:03:37.331354] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:37.331426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:37.331494] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:37.331595] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:37.348936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:37.349687] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:37.349849] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:37.349922] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:37.380393] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:37.380486] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:37.380528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:37.380561] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:37.383729] [DEBUG] [FORECASTER] BUI: Forecast T+1@11:T+2@11: DOWN (p=4.43%) [2025-10-09T00:03:37.384002] [INFO ] [FORECASTER] Completed predict_future for BUI [2025-10-09T00:03:37.384142] [INFO ] [sig ] BUI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:37.523791] [INFO ] [LOCAL ] Saved forecast: BUI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BUI.txt [2025-10-09T00:03:37.524006] [WARN ] [sig ] [335/2211] Failed BUI after 0.2s | 4.43 sym/s | Total: 1.3m | ETA: 7.1m [2025-10-09T00:03:37.524091] [INFO ] [sig ] [336/2211] Forecasting BUR... [2025-10-09T00:03:37.524160] [INFO ] [sig ] Generating forecast for: BUR [2025-10-09T00:03:37.524231] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUR' from 'https://tdm.silogroup.org/data/derivative_storage/BUR.csv'. [2025-10-09T00:03:37.535765] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BUR'. [2025-10-09T00:03:37.536100] [INFO ] [FORECASTER] Starting predict_future for BUR [2025-10-09T00:03:37.562235] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:37.563001] [DEBUG] [LOCAL ] No optimal features file found for BUR: ./output/feature-sets/BUR.txt [2025-10-09T00:03:37.563079] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:37.563151] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:37.563218] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:37.563314] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:37.580913] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:37.581484] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:37.581590] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:37.581679] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:37.610977] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:37.611068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:37.611107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:37.611140] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:37.614183] [DEBUG] [FORECASTER] BUR: Forecast T+1@11:T+2@11: DOWN (p=18.97%) [2025-10-09T00:03:37.614451] [INFO ] [FORECASTER] Completed predict_future for BUR [2025-10-09T00:03:37.614585] [INFO ] [sig ] BUR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:37.754145] [INFO ] [LOCAL ] Saved forecast: BUR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BUR.txt [2025-10-09T00:03:37.754361] [WARN ] [sig ] [336/2211] Failed BUR after 0.2s | 4.43 sym/s | Total: 1.3m | ETA: 7.1m [2025-10-09T00:03:37.754434] [INFO ] [sig ] [337/2211] Forecasting BURL... [2025-10-09T00:03:37.754503] [INFO ] [sig ] Generating forecast for: BURL [2025-10-09T00:03:37.754572] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BURL' from 'https://tdm.silogroup.org/data/derivative_storage/BURL.csv'. [2025-10-09T00:03:37.765315] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BURL'. [2025-10-09T00:03:37.765666] [INFO ] [FORECASTER] Starting predict_future for BURL [2025-10-09T00:03:37.790963] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:37.791733] [DEBUG] [LOCAL ] No optimal features file found for BURL: ./output/feature-sets/BURL.txt [2025-10-09T00:03:37.791810] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:37.791881] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:37.791945] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:37.792041] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:37.809542] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:37.810152] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:37.810258] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:37.810327] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:37.835984] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:37.836074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:37.836115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:37.836148] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:37.839167] [DEBUG] [FORECASTER] BURL: Forecast T+1@11:T+2@11: UP (p=97.74%) [2025-10-09T00:03:37.839464] [INFO ] [FORECASTER] Completed predict_future for BURL [2025-10-09T00:03:37.839600] [INFO ] [sig ] BURL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:37.979626] [INFO ] [LOCAL ] Saved forecast: BURL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BURL.txt [2025-10-09T00:03:37.979878] [WARN ] [sig ] [337/2211] Failed BURL after 0.2s | 4.43 sym/s | Total: 1.3m | ETA: 7.1m [2025-10-09T00:03:37.979953] [INFO ] [sig ] [338/2211] Forecasting BUXX... [2025-10-09T00:03:37.980023] [INFO ] [sig ] Generating forecast for: BUXX [2025-10-09T00:03:37.980092] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUXX' from 'https://tdm.silogroup.org/data/derivative_storage/BUXX.csv'. [2025-10-09T00:03:37.995199] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BUXX'. [2025-10-09T00:03:37.995816] [INFO ] [FORECASTER] Starting predict_future for BUXX [2025-10-09T00:03:38.023688] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:38.024499] [DEBUG] [LOCAL ] No optimal features file found for BUXX: ./output/feature-sets/BUXX.txt [2025-10-09T00:03:38.024581] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:38.024700] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:38.024794] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:38.024934] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:38.042933] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:38.043599] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:38.043750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:38.043838] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:38.071829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:38.071926] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:38.071970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:38.072007] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:38.075719] [DEBUG] [FORECASTER] BUXX: Forecast T+1@11:T+2@11: UP (p=82.37%) [2025-10-09T00:03:38.076081] [INFO ] [FORECASTER] Completed predict_future for BUXX [2025-10-09T00:03:38.076235] [INFO ] [sig ] BUXX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:38.230136] [INFO ] [LOCAL ] Saved forecast: BUXX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BUXX.txt [2025-10-09T00:03:38.230426] [WARN ] [sig ] [338/2211] Failed BUXX after 0.3s | 4.43 sym/s | Total: 1.3m | ETA: 7.1m [2025-10-09T00:03:38.230519] [INFO ] [sig ] [339/2211] Forecasting BV... [2025-10-09T00:03:38.230613] [INFO ] [sig ] Generating forecast for: BV [2025-10-09T00:03:38.230731] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BV' from 'https://tdm.silogroup.org/data/derivative_storage/BV.csv'. [2025-10-09T00:03:38.242691] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BV'. [2025-10-09T00:03:38.243073] [INFO ] [FORECASTER] Starting predict_future for BV [2025-10-09T00:03:38.269666] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:38.270453] [DEBUG] [LOCAL ] No optimal features file found for BV: ./output/feature-sets/BV.txt [2025-10-09T00:03:38.270536] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:38.270668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:38.270752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:38.270854] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:38.289300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:38.289968] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:38.290079] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:38.290151] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:38.322238] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:38.322382] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:38.322428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:38.322465] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:38.326407] [DEBUG] [FORECASTER] BV: Forecast T+1@11:T+2@11: UP (p=85.34%) [2025-10-09T00:03:38.326771] [INFO ] [FORECASTER] Completed predict_future for BV [2025-10-09T00:03:38.326935] [INFO ] [sig ] BV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:38.478086] [INFO ] [LOCAL ] Saved forecast: BV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BV.txt [2025-10-09T00:03:38.478320] [WARN ] [sig ] [339/2211] Failed BV after 0.2s | 4.43 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:38.478398] [INFO ] [sig ] [340/2211] Forecasting BVN... [2025-10-09T00:03:38.478467] [INFO ] [sig ] Generating forecast for: BVN [2025-10-09T00:03:38.478539] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BVN' from 'https://tdm.silogroup.org/data/derivative_storage/BVN.csv'. [2025-10-09T00:03:38.489501] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BVN'. [2025-10-09T00:03:38.489957] [INFO ] [FORECASTER] Starting predict_future for BVN [2025-10-09T00:03:38.516190] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:38.517007] [DEBUG] [LOCAL ] No optimal features file found for BVN: ./output/feature-sets/BVN.txt [2025-10-09T00:03:38.517088] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:38.517162] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:38.517233] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:38.517332] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:38.535306] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:38.535989] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:38.536103] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:38.536174] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:38.568212] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:38.568350] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:38.568396] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:38.568432] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:38.572382] [DEBUG] [FORECASTER] BVN: Forecast T+1@11:T+2@11: UP (p=69.11%) [2025-10-09T00:03:38.572736] [INFO ] [FORECASTER] Completed predict_future for BVN [2025-10-09T00:03:38.572903] [INFO ] [sig ] BVN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:38.714823] [INFO ] [LOCAL ] Saved forecast: BVN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BVN.txt [2025-10-09T00:03:38.715069] [WARN ] [sig ] [340/2211] Failed BVN after 0.2s | 4.43 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:38.715147] [INFO ] [sig ] [341/2211] Forecasting BW... [2025-10-09T00:03:38.715220] [INFO ] [sig ] Generating forecast for: BW [2025-10-09T00:03:38.715289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BW' from 'https://tdm.silogroup.org/data/derivative_storage/BW.csv'. [2025-10-09T00:03:38.726777] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BW'. [2025-10-09T00:03:38.727149] [INFO ] [FORECASTER] Starting predict_future for BW [2025-10-09T00:03:38.753300] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:38.754144] [DEBUG] [LOCAL ] No optimal features file found for BW: ./output/feature-sets/BW.txt [2025-10-09T00:03:38.754232] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:38.754330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:38.754421] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:38.754563] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:38.771943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:38.772585] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:38.772737] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:38.772822] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:38.808772] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:38.808955] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:38.809019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:38.809059] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:38.813019] [DEBUG] [FORECASTER] BW: Forecast T+1@11:T+2@11: DOWN (p=12.86%) [2025-10-09T00:03:38.813355] [INFO ] [FORECASTER] Completed predict_future for BW [2025-10-09T00:03:38.813517] [INFO ] [sig ] BW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:38.953629] [INFO ] [LOCAL ] Saved forecast: BW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BW.txt [2025-10-09T00:03:38.953928] [WARN ] [sig ] [341/2211] Failed BW after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:38.954005] [INFO ] [sig ] [342/2211] Forecasting BWA... [2025-10-09T00:03:38.954075] [INFO ] [sig ] Generating forecast for: BWA [2025-10-09T00:03:38.954146] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWA' from 'https://tdm.silogroup.org/data/derivative_storage/BWA.csv'. [2025-10-09T00:03:38.965149] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BWA'. [2025-10-09T00:03:38.965541] [INFO ] [FORECASTER] Starting predict_future for BWA [2025-10-09T00:03:38.991430] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:38.992228] [DEBUG] [LOCAL ] No optimal features file found for BWA: ./output/feature-sets/BWA.txt [2025-10-09T00:03:38.992307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:38.992379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:38.992447] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:38.992545] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:39.009951] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:39.010599] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:39.010730] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:39.010801] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:39.036368] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:39.036480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:39.036523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:39.036556] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:39.039896] [DEBUG] [FORECASTER] BWA: Forecast T+1@11:T+2@11: DOWN (p=37.32%) [2025-10-09T00:03:39.040178] [INFO ] [FORECASTER] Completed predict_future for BWA [2025-10-09T00:03:39.040309] [INFO ] [sig ] BWA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:39.180447] [INFO ] [LOCAL ] Saved forecast: BWA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BWA.txt [2025-10-09T00:03:39.180740] [WARN ] [sig ] [342/2211] Failed BWA after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:39.180820] [INFO ] [sig ] [343/2211] Forecasting BWG... [2025-10-09T00:03:39.180887] [INFO ] [sig ] Generating forecast for: BWG [2025-10-09T00:03:39.180957] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWG' from 'https://tdm.silogroup.org/data/derivative_storage/BWG.csv'. [2025-10-09T00:03:39.191475] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BWG'. [2025-10-09T00:03:39.191839] [INFO ] [FORECASTER] Starting predict_future for BWG [2025-10-09T00:03:39.217139] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:39.217974] [DEBUG] [LOCAL ] No optimal features file found for BWG: ./output/feature-sets/BWG.txt [2025-10-09T00:03:39.218053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:39.218124] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:39.218192] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:39.218291] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:39.235531] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:39.236144] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:39.236251] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:39.236319] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:39.265179] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:39.265286] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:39.265327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:39.265359] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:39.268543] [DEBUG] [FORECASTER] BWG: Forecast T+1@11:T+2@11: UP (p=93.10%) [2025-10-09T00:03:39.268855] [INFO ] [FORECASTER] Completed predict_future for BWG [2025-10-09T00:03:39.269006] [INFO ] [sig ] BWG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:39.411982] [INFO ] [LOCAL ] Saved forecast: BWG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BWG.txt [2025-10-09T00:03:39.412318] [WARN ] [sig ] [343/2211] Failed BWG after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:39.412399] [INFO ] [sig ] [344/2211] Forecasting BWLP... [2025-10-09T00:03:39.412469] [INFO ] [sig ] Generating forecast for: BWLP [2025-10-09T00:03:39.412544] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWLP' from 'https://tdm.silogroup.org/data/derivative_storage/BWLP.csv'. [2025-10-09T00:03:39.424021] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BWLP'. [2025-10-09T00:03:39.424407] [INFO ] [FORECASTER] Starting predict_future for BWLP [2025-10-09T00:03:39.449772] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:39.450524] [DEBUG] [LOCAL ] No optimal features file found for BWLP: ./output/feature-sets/BWLP.txt [2025-10-09T00:03:39.450602] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:39.450695] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:39.450765] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:39.450864] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:39.468134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:39.468765] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:39.468875] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:39.468945] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:39.502758] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:39.502874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:39.502934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:39.502969] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:39.506192] [DEBUG] [FORECASTER] BWLP: Forecast T+1@11:T+2@11: UP (p=90.38%) [2025-10-09T00:03:39.506470] [INFO ] [FORECASTER] Completed predict_future for BWLP [2025-10-09T00:03:39.506615] [INFO ] [sig ] BWLP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:39.646427] [INFO ] [LOCAL ] Saved forecast: BWLP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BWLP.txt [2025-10-09T00:03:39.646731] [WARN ] [sig ] [344/2211] Failed BWLP after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:39.646814] [INFO ] [sig ] [345/2211] Forecasting BWMX... [2025-10-09T00:03:39.646885] [INFO ] [sig ] Generating forecast for: BWMX [2025-10-09T00:03:39.646955] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWMX' from 'https://tdm.silogroup.org/data/derivative_storage/BWMX.csv'. [2025-10-09T00:03:39.657477] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BWMX'. [2025-10-09T00:03:39.657838] [INFO ] [FORECASTER] Starting predict_future for BWMX [2025-10-09T00:03:39.683081] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:39.683919] [DEBUG] [LOCAL ] No optimal features file found for BWMX: ./output/feature-sets/BWMX.txt [2025-10-09T00:03:39.683999] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:39.684071] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:39.684139] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:39.684240] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:39.701516] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:39.702140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:39.702252] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:39.702321] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:39.730724] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:39.730832] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:39.730873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:39.730905] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:39.734048] [DEBUG] [FORECASTER] BWMX: Forecast T+1@11:T+2@11: UP (p=97.55%) [2025-10-09T00:03:39.734326] [INFO ] [FORECASTER] Completed predict_future for BWMX [2025-10-09T00:03:39.734467] [INFO ] [sig ] BWMX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:39.873053] [INFO ] [LOCAL ] Saved forecast: BWMX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BWMX.txt [2025-10-09T00:03:39.873298] [WARN ] [sig ] [345/2211] Failed BWMX after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:39.873375] [INFO ] [sig ] [346/2211] Forecasting BWNB... [2025-10-09T00:03:39.873446] [INFO ] [sig ] Generating forecast for: BWNB [2025-10-09T00:03:39.873518] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWNB' from 'https://tdm.silogroup.org/data/derivative_storage/BWNB.csv'. [2025-10-09T00:03:39.883779] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BWNB'. [2025-10-09T00:03:39.884109] [INFO ] [FORECASTER] Starting predict_future for BWNB [2025-10-09T00:03:39.909441] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:39.910215] [DEBUG] [LOCAL ] No optimal features file found for BWNB: ./output/feature-sets/BWNB.txt [2025-10-09T00:03:39.910293] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:39.910365] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:39.910445] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:39.910545] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:39.927931] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:39.928511] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:39.928622] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:39.928722] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:39.966670] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:39.966861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:39.966919] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:39.966956] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:39.970582] [DEBUG] [FORECASTER] BWNB: Forecast T+1@11:T+2@11: UP (p=98.46%) [2025-10-09T00:03:39.970924] [INFO ] [FORECASTER] Completed predict_future for BWNB [2025-10-09T00:03:39.971080] [INFO ] [sig ] BWNB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:40.111856] [INFO ] [LOCAL ] Saved forecast: BWNB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BWNB.txt [2025-10-09T00:03:40.112126] [WARN ] [sig ] [346/2211] Failed BWNB after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:40.112216] [INFO ] [sig ] [347/2211] Forecasting BWSN... [2025-10-09T00:03:40.112289] [INFO ] [sig ] Generating forecast for: BWSN [2025-10-09T00:03:40.112359] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWSN' from 'https://tdm.silogroup.org/data/derivative_storage/BWSN.csv'. [2025-10-09T00:03:40.123309] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BWSN'. [2025-10-09T00:03:40.123697] [INFO ] [FORECASTER] Starting predict_future for BWSN [2025-10-09T00:03:40.149692] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:40.150468] [DEBUG] [LOCAL ] No optimal features file found for BWSN: ./output/feature-sets/BWSN.txt [2025-10-09T00:03:40.150546] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:40.150618] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:40.150712] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:40.150788] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:40.168104] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:40.168754] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:40.168874] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:40.168940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:40.194219] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:40.194325] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:40.194365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:40.194398] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:40.197603] [DEBUG] [FORECASTER] BWSN: Forecast T+1@11:T+2@11: DOWN (p=8.96%) [2025-10-09T00:03:40.197917] [INFO ] [FORECASTER] Completed predict_future for BWSN [2025-10-09T00:03:40.198061] [INFO ] [sig ] BWSN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:40.338731] [INFO ] [LOCAL ] Saved forecast: BWSN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BWSN.txt [2025-10-09T00:03:40.339003] [WARN ] [sig ] [347/2211] Failed BWSN after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:40.339081] [INFO ] [sig ] [348/2211] Forecasting BWXT... [2025-10-09T00:03:40.339152] [INFO ] [sig ] Generating forecast for: BWXT [2025-10-09T00:03:40.339221] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWXT' from 'https://tdm.silogroup.org/data/derivative_storage/BWXT.csv'. [2025-10-09T00:03:40.350245] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BWXT'. [2025-10-09T00:03:40.350601] [INFO ] [FORECASTER] Starting predict_future for BWXT [2025-10-09T00:03:40.376358] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:40.377214] [DEBUG] [LOCAL ] No optimal features file found for BWXT: ./output/feature-sets/BWXT.txt [2025-10-09T00:03:40.377292] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:40.377364] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:40.377432] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:40.377531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:40.394908] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:40.395498] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:40.395604] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:40.395710] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:40.428625] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:40.428771] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:40.428817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:40.428851] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:40.432139] [DEBUG] [FORECASTER] BWXT: Forecast T+1@11:T+2@11: DOWN (p=13.15%) [2025-10-09T00:03:40.432423] [INFO ] [FORECASTER] Completed predict_future for BWXT [2025-10-09T00:03:40.432561] [INFO ] [sig ] BWXT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:40.573149] [INFO ] [LOCAL ] Saved forecast: BWXT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BWXT.txt [2025-10-09T00:03:40.573412] [WARN ] [sig ] [348/2211] Failed BWXT after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:40.573490] [INFO ] [sig ] [349/2211] Forecasting BX... [2025-10-09T00:03:40.573561] [INFO ] [sig ] Generating forecast for: BX [2025-10-09T00:03:40.573633] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BX' from 'https://tdm.silogroup.org/data/derivative_storage/BX.csv'. [2025-10-09T00:03:40.584318] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BX'. [2025-10-09T00:03:40.584694] [INFO ] [FORECASTER] Starting predict_future for BX [2025-10-09T00:03:40.610291] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:40.611127] [DEBUG] [LOCAL ] No optimal features file found for BX: ./output/feature-sets/BX.txt [2025-10-09T00:03:40.611204] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:40.611277] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:40.611344] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:40.611442] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:40.628900] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:40.629529] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:40.629663] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:40.629750] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:40.656695] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:40.656800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:40.656842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:40.656875] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:40.660028] [DEBUG] [FORECASTER] BX: Forecast T+1@11:T+2@11: UP (p=77.40%) [2025-10-09T00:03:40.660308] [INFO ] [FORECASTER] Completed predict_future for BX [2025-10-09T00:03:40.660448] [INFO ] [sig ] BX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:40.802412] [INFO ] [LOCAL ] Saved forecast: BX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BX.txt [2025-10-09T00:03:40.802729] [WARN ] [sig ] [349/2211] Failed BX after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:40.802814] [INFO ] [sig ] [350/2211] Forecasting BXC... [2025-10-09T00:03:40.802884] [INFO ] [sig ] Generating forecast for: BXC [2025-10-09T00:03:40.802957] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXC' from 'https://tdm.silogroup.org/data/derivative_storage/BXC.csv'. [2025-10-09T00:03:40.813848] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BXC'. [2025-10-09T00:03:40.814209] [INFO ] [FORECASTER] Starting predict_future for BXC [2025-10-09T00:03:40.839425] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:40.840250] [DEBUG] [LOCAL ] No optimal features file found for BXC: ./output/feature-sets/BXC.txt [2025-10-09T00:03:40.840329] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:40.840402] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:40.840469] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:40.840566] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:40.857892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:40.858484] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:40.858592] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:40.858683] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:40.894663] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:40.894896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:40.894961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:40.894999] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:40.899014] [DEBUG] [FORECASTER] BXC: Forecast T+1@11:T+2@11: UP (p=78.75%) [2025-10-09T00:03:40.899376] [INFO ] [FORECASTER] Completed predict_future for BXC [2025-10-09T00:03:40.899523] [INFO ] [sig ] BXC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:41.043846] [INFO ] [LOCAL ] Saved forecast: BXC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BXC.txt [2025-10-09T00:03:41.044147] [WARN ] [sig ] [350/2211] Failed BXC after 0.2s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:41.044230] [INFO ] [sig ] [351/2211] Forecasting BXMT... [2025-10-09T00:03:41.044302] [INFO ] [sig ] Generating forecast for: BXMT [2025-10-09T00:03:41.044375] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXMT' from 'https://tdm.silogroup.org/data/derivative_storage/BXMT.csv'. [2025-10-09T00:03:41.056985] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BXMT'. [2025-10-09T00:03:41.057385] [INFO ] [FORECASTER] Starting predict_future for BXMT [2025-10-09T00:03:41.084732] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:41.085507] [DEBUG] [LOCAL ] No optimal features file found for BXMT: ./output/feature-sets/BXMT.txt [2025-10-09T00:03:41.085586] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:41.085679] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:41.085764] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:41.085882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:41.105595] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:41.106455] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:41.106574] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:41.106666] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:41.138302] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:41.138474] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:41.138538] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:41.138573] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:41.142061] [DEBUG] [FORECASTER] BXMT: Forecast T+1@11:T+2@11: UP (p=60.65%) [2025-10-09T00:03:41.142364] [INFO ] [FORECASTER] Completed predict_future for BXMT [2025-10-09T00:03:41.142505] [INFO ] [sig ] BXMT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:41.345362] [INFO ] [LOCAL ] Saved forecast: BXMT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BXMT.txt [2025-10-09T00:03:41.345820] [WARN ] [sig ] [351/2211] Failed BXMT after 0.3s | 4.42 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:41.345925] [INFO ] [sig ] [352/2211] Forecasting BXMX... [2025-10-09T00:03:41.346016] [INFO ] [sig ] Generating forecast for: BXMX [2025-10-09T00:03:41.346109] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXMX' from 'https://tdm.silogroup.org/data/derivative_storage/BXMX.csv'. [2025-10-09T00:03:41.358635] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BXMX'. [2025-10-09T00:03:41.359297] [INFO ] [FORECASTER] Starting predict_future for BXMX [2025-10-09T00:03:41.392900] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:41.394241] [DEBUG] [LOCAL ] No optimal features file found for BXMX: ./output/feature-sets/BXMX.txt [2025-10-09T00:03:41.394381] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:41.394479] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:41.394571] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:41.394743] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:41.418215] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:41.419406] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:41.419561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:41.419675] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:41.465161] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:41.465410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:41.465464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:41.465503] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:41.470124] [DEBUG] [FORECASTER] BXMX: Forecast T+1@11:T+2@11: DOWN (p=42.97%) [2025-10-09T00:03:41.470558] [INFO ] [FORECASTER] Completed predict_future for BXMX [2025-10-09T00:03:41.470778] [INFO ] [sig ] BXMX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:41.679836] [INFO ] [LOCAL ] Saved forecast: BXMX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BXMX.txt [2025-10-09T00:03:41.680310] [WARN ] [sig ] [352/2211] Failed BXMX after 0.3s | 4.41 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:41.680405] [INFO ] [sig ] [353/2211] Forecasting BXP... [2025-10-09T00:03:41.680475] [INFO ] [sig ] Generating forecast for: BXP [2025-10-09T00:03:41.680566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXP' from 'https://tdm.silogroup.org/data/derivative_storage/BXP.csv'. [2025-10-09T00:03:41.696622] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BXP'. [2025-10-09T00:03:41.697337] [INFO ] [FORECASTER] Starting predict_future for BXP [2025-10-09T00:03:41.741978] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:41.743415] [DEBUG] [LOCAL ] No optimal features file found for BXP: ./output/feature-sets/BXP.txt [2025-10-09T00:03:41.743537] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:41.743630] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:41.743763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:41.743903] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:41.768452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:41.769817] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:41.770012] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:41.770073] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:41.831533] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:41.831825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:41.831912] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:41.831971] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:41.837771] [DEBUG] [FORECASTER] BXP: Forecast T+1@11:T+2@11: UP (p=99.76%) [2025-10-09T00:03:41.838310] [INFO ] [FORECASTER] Completed predict_future for BXP [2025-10-09T00:03:41.838540] [INFO ] [sig ] BXP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:42.091108] [INFO ] [LOCAL ] Saved forecast: BXP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BXP.txt [2025-10-09T00:03:42.091586] [WARN ] [sig ] [353/2211] Failed BXP after 0.4s | 4.40 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:42.091721] [INFO ] [sig ] [354/2211] Forecasting BXSL... [2025-10-09T00:03:42.091813] [INFO ] [sig ] Generating forecast for: BXSL [2025-10-09T00:03:42.091911] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXSL' from 'https://tdm.silogroup.org/data/derivative_storage/BXSL.csv'. [2025-10-09T00:03:42.108017] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BXSL'. [2025-10-09T00:03:42.108638] [INFO ] [FORECASTER] Starting predict_future for BXSL [2025-10-09T00:03:42.150577] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:42.151813] [DEBUG] [LOCAL ] No optimal features file found for BXSL: ./output/feature-sets/BXSL.txt [2025-10-09T00:03:42.151927] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:42.152020] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:42.152107] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:42.152243] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:42.181776] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:42.183140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:42.183326] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:42.183415] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:42.230121] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:42.230332] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:42.230385] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:42.230420] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:42.234270] [DEBUG] [FORECASTER] BXSL: Forecast T+1@11:T+2@11: DOWN (p=6.23%) [2025-10-09T00:03:42.234603] [INFO ] [FORECASTER] Completed predict_future for BXSL [2025-10-09T00:03:42.234791] [INFO ] [sig ] BXSL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:42.382068] [INFO ] [LOCAL ] Saved forecast: BXSL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BXSL.txt [2025-10-09T00:03:42.382391] [WARN ] [sig ] [354/2211] Failed BXSL after 0.3s | 4.40 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:42.382470] [INFO ] [sig ] [355/2211] Forecasting BY... [2025-10-09T00:03:42.382549] [INFO ] [sig ] Generating forecast for: BY [2025-10-09T00:03:42.382625] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BY' from 'https://tdm.silogroup.org/data/derivative_storage/BY.csv'. [2025-10-09T00:03:42.393682] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BY'. [2025-10-09T00:03:42.394016] [INFO ] [FORECASTER] Starting predict_future for BY [2025-10-09T00:03:42.419664] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:42.420580] [DEBUG] [LOCAL ] No optimal features file found for BY: ./output/feature-sets/BY.txt [2025-10-09T00:03:42.420680] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:42.420753] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:42.420822] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:42.420920] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:42.440084] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:42.441344] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:42.441500] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:42.441572] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:42.476618] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:42.476808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:42.476857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:42.476892] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:42.480322] [DEBUG] [FORECASTER] BY: Forecast T+1@11:T+2@11: DOWN (p=25.22%) [2025-10-09T00:03:42.480615] [INFO ] [FORECASTER] Completed predict_future for BY [2025-10-09T00:03:42.480791] [INFO ] [sig ] BY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:42.620858] [INFO ] [LOCAL ] Saved forecast: BY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BY.txt [2025-10-09T00:03:42.621101] [WARN ] [sig ] [355/2211] Failed BY after 0.2s | 4.40 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:42.621180] [INFO ] [sig ] [356/2211] Forecasting BYD... [2025-10-09T00:03:42.621250] [INFO ] [sig ] Generating forecast for: BYD [2025-10-09T00:03:42.621328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BYD' from 'https://tdm.silogroup.org/data/derivative_storage/BYD.csv'. [2025-10-09T00:03:42.626019] [WARN ] [REMOTE ] Historical data not found for symbol 'BYD' (404). [2025-10-09T00:03:42.626216] [FATAL] [sig ] BYD: No historical data fetched. [2025-10-09T00:03:42.626308] [WARN ] [sig ] [356/2211] Failed BYD after 0.0s | 4.41 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:42.626380] [INFO ] [sig ] [357/2211] Forecasting BYM... [2025-10-09T00:03:42.626449] [INFO ] [sig ] Generating forecast for: BYM [2025-10-09T00:03:42.626516] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BYM' from 'https://tdm.silogroup.org/data/derivative_storage/BYM.csv'. [2025-10-09T00:03:42.636335] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BYM'. [2025-10-09T00:03:42.636728] [INFO ] [FORECASTER] Starting predict_future for BYM [2025-10-09T00:03:42.663078] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:42.663919] [DEBUG] [LOCAL ] No optimal features file found for BYM: ./output/feature-sets/BYM.txt [2025-10-09T00:03:42.664001] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:42.664077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:42.664158] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:42.664269] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:42.682706] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:42.683360] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:42.683473] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:42.683545] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:42.726033] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:42.726196] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:42.726268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:42.726307] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:42.730109] [DEBUG] [FORECASTER] BYM: Forecast T+1@11:T+2@11: DOWN (p=15.10%) [2025-10-09T00:03:42.730423] [INFO ] [FORECASTER] Completed predict_future for BYM [2025-10-09T00:03:42.730576] [INFO ] [sig ] BYM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:42.880168] [INFO ] [LOCAL ] Saved forecast: BYM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/BYM.txt [2025-10-09T00:03:42.880422] [WARN ] [sig ] [357/2211] Failed BYM after 0.3s | 4.41 sym/s | Total: 1.3m | ETA: 7.0m [2025-10-09T00:03:42.880499] [INFO ] [sig ] [358/2211] Forecasting BZH... [2025-10-09T00:03:42.880552] [INFO ] [sig ] Generating forecast for: BZH [2025-10-09T00:03:42.880618] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BZH' from 'https://tdm.silogroup.org/data/derivative_storage/BZH.csv'. [2025-10-09T00:03:42.891771] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'BZH'. [2025-10-09T00:03:42.892146] [INFO ] [FORECASTER] Starting predict_future for BZH [2025-10-09T00:03:42.917779] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:42.918511] [DEBUG] [LOCAL ] No optimal features file found for BZH: ./output/feature-sets/BZH.txt [2025-10-09T00:03:42.918591] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:42.918687] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:42.918756] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:42.918856] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:42.937780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:42.938385] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:42.938496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:42.938568] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:42.981375] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:42.981487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:42.981531] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:42.981567] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:42.984990] [DEBUG] [FORECASTER] BZH: Forecast T+1@11:T+2@11: UP (p=88.99%) [2025-10-09T00:03:42.985288] [INFO ] [FORECASTER] Completed predict_future for BZH [2025-10-09T00:03:42.985435] [INFO ] [sig ] BZH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:43.128985] [INFO ] [LOCAL ] Saved forecast: BZH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/BZH.txt [2025-10-09T00:03:43.129296] [WARN ] [sig ] [358/2211] Failed BZH after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:43.129385] [INFO ] [sig ] [359/2211] Forecasting C... [2025-10-09T00:03:43.129453] [INFO ] [sig ] Generating forecast for: C [2025-10-09T00:03:43.129504] [DEBUG] [REMOTE ] Fetching historical data for symbol 'C' from 'https://tdm.silogroup.org/data/derivative_storage/C.csv'. [2025-10-09T00:03:43.140322] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'C'. [2025-10-09T00:03:43.140639] [INFO ] [FORECASTER] Starting predict_future for C [2025-10-09T00:03:43.166195] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:43.167006] [DEBUG] [LOCAL ] No optimal features file found for C: ./output/feature-sets/C.txt [2025-10-09T00:03:43.167085] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:43.167156] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:43.167236] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:43.167317] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:43.184842] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:43.185457] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:43.185567] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:43.185639] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:43.211787] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:43.211884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:43.211925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:43.211957] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:43.215070] [DEBUG] [FORECASTER] C: Forecast T+1@11:T+2@11: DOWN (p=41.33%) [2025-10-09T00:03:43.215348] [INFO ] [FORECASTER] Completed predict_future for C [2025-10-09T00:03:43.215480] [INFO ] [sig ] C: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:43.355448] [INFO ] [LOCAL ] Saved forecast: C 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/C.txt [2025-10-09T00:03:43.355742] [WARN ] [sig ] [359/2211] Failed C after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:43.355822] [INFO ] [sig ] [360/2211] Forecasting CAAP... [2025-10-09T00:03:43.355892] [INFO ] [sig ] Generating forecast for: CAAP [2025-10-09T00:03:43.355965] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAAP' from 'https://tdm.silogroup.org/data/derivative_storage/CAAP.csv'. [2025-10-09T00:03:43.367889] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAAP'. [2025-10-09T00:03:43.368365] [INFO ] [FORECASTER] Starting predict_future for CAAP [2025-10-09T00:03:43.395412] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:43.396284] [DEBUG] [LOCAL ] No optimal features file found for CAAP: ./output/feature-sets/CAAP.txt [2025-10-09T00:03:43.396363] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:43.396437] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:43.396506] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:43.396607] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:43.414287] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:43.414980] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:43.415107] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:43.415176] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:43.442442] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:43.442599] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:43.442666] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:43.442733] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:43.446237] [DEBUG] [FORECASTER] CAAP: Forecast T+1@11:T+2@11: DOWN (p=6.70%) [2025-10-09T00:03:43.446538] [INFO ] [FORECASTER] Completed predict_future for CAAP [2025-10-09T00:03:43.446712] [INFO ] [sig ] CAAP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:43.588210] [INFO ] [LOCAL ] Saved forecast: CAAP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CAAP.txt [2025-10-09T00:03:43.588448] [WARN ] [sig ] [360/2211] Failed CAAP after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:43.588524] [INFO ] [sig ] [361/2211] Forecasting CABO... [2025-10-09T00:03:43.588595] [INFO ] [sig ] Generating forecast for: CABO [2025-10-09T00:03:43.588690] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CABO' from 'https://tdm.silogroup.org/data/derivative_storage/CABO.csv'. [2025-10-09T00:03:43.598872] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CABO'. [2025-10-09T00:03:43.599201] [INFO ] [FORECASTER] Starting predict_future for CABO [2025-10-09T00:03:43.625046] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:43.625866] [DEBUG] [LOCAL ] No optimal features file found for CABO: ./output/feature-sets/CABO.txt [2025-10-09T00:03:43.625947] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:43.626019] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:43.626088] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:43.626189] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:43.643542] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:43.644146] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:43.644253] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:43.644322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:43.670161] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:43.670254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:43.670295] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:43.670328] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:43.673422] [DEBUG] [FORECASTER] CABO: Forecast T+1@11:T+2@11: DOWN (p=2.29%) [2025-10-09T00:03:43.673725] [INFO ] [FORECASTER] Completed predict_future for CABO [2025-10-09T00:03:43.673870] [INFO ] [sig ] CABO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:43.814878] [INFO ] [LOCAL ] Saved forecast: CABO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CABO.txt [2025-10-09T00:03:43.815129] [WARN ] [sig ] [361/2211] Failed CABO after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:43.815210] [INFO ] [sig ] [362/2211] Forecasting CACI... [2025-10-09T00:03:43.815297] [INFO ] [sig ] Generating forecast for: CACI [2025-10-09T00:03:43.815373] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CACI' from 'https://tdm.silogroup.org/data/derivative_storage/CACI.csv'. [2025-10-09T00:03:43.825206] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CACI'. [2025-10-09T00:03:43.825524] [INFO ] [FORECASTER] Starting predict_future for CACI [2025-10-09T00:03:43.850742] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:43.851474] [DEBUG] [LOCAL ] No optimal features file found for CACI: ./output/feature-sets/CACI.txt [2025-10-09T00:03:43.851551] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:43.851622] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:43.851710] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:43.851809] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:43.869193] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:43.869827] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:43.869934] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:43.870002] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:43.896957] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:43.897070] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:43.897115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:43.897150] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:43.900587] [DEBUG] [FORECASTER] CACI: Forecast T+1@11:T+2@11: DOWN (p=6.23%) [2025-10-09T00:03:43.900910] [INFO ] [FORECASTER] Completed predict_future for CACI [2025-10-09T00:03:43.901060] [INFO ] [sig ] CACI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:44.042109] [INFO ] [LOCAL ] Saved forecast: CACI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CACI.txt [2025-10-09T00:03:44.042395] [WARN ] [sig ] [362/2211] Failed CACI after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:44.042476] [INFO ] [sig ] [363/2211] Forecasting CADE... [2025-10-09T00:03:44.042552] [INFO ] [sig ] Generating forecast for: CADE [2025-10-09T00:03:44.042628] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CADE' from 'https://tdm.silogroup.org/data/derivative_storage/CADE.csv'. [2025-10-09T00:03:44.053284] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CADE'. [2025-10-09T00:03:44.053746] [INFO ] [FORECASTER] Starting predict_future for CADE [2025-10-09T00:03:44.079337] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:44.080115] [DEBUG] [LOCAL ] No optimal features file found for CADE: ./output/feature-sets/CADE.txt [2025-10-09T00:03:44.080193] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:44.080265] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:44.080333] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:44.080432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:44.098112] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:44.098800] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:44.098910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:44.098979] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:44.126689] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:44.126828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:44.126872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:44.126905] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:44.130308] [DEBUG] [FORECASTER] CADE: Forecast T+1@11:T+2@11: UP (p=92.43%) [2025-10-09T00:03:44.130606] [INFO ] [FORECASTER] Completed predict_future for CADE [2025-10-09T00:03:44.130778] [INFO ] [sig ] CADE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:44.271570] [INFO ] [LOCAL ] Saved forecast: CADE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CADE.txt [2025-10-09T00:03:44.271887] [WARN ] [sig ] [363/2211] Failed CADE after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:44.271969] [INFO ] [sig ] [364/2211] Forecasting CAE... [2025-10-09T00:03:44.272038] [INFO ] [sig ] Generating forecast for: CAE [2025-10-09T00:03:44.272110] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAE' from 'https://tdm.silogroup.org/data/derivative_storage/CAE.csv'. [2025-10-09T00:03:44.283326] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAE'. [2025-10-09T00:03:44.283829] [INFO ] [FORECASTER] Starting predict_future for CAE [2025-10-09T00:03:44.310102] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:44.311200] [DEBUG] [LOCAL ] No optimal features file found for CAE: ./output/feature-sets/CAE.txt [2025-10-09T00:03:44.311283] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:44.311356] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:44.311440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:44.311539] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:44.329674] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:44.330486] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:44.330603] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:44.330694] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:44.357113] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:44.357255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:44.357316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:44.357351] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:44.360734] [DEBUG] [FORECASTER] CAE: Forecast T+1@11:T+2@11: DOWN (p=48.90%) [2025-10-09T00:03:44.361029] [INFO ] [FORECASTER] Completed predict_future for CAE [2025-10-09T00:03:44.361166] [INFO ] [sig ] CAE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:44.503382] [INFO ] [LOCAL ] Saved forecast: CAE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CAE.txt [2025-10-09T00:03:44.503713] [WARN ] [sig ] [364/2211] Failed CAE after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:44.503801] [INFO ] [sig ] [365/2211] Forecasting CAF... [2025-10-09T00:03:44.503872] [INFO ] [sig ] Generating forecast for: CAF [2025-10-09T00:03:44.503945] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAF' from 'https://tdm.silogroup.org/data/derivative_storage/CAF.csv'. [2025-10-09T00:03:44.514041] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAF'. [2025-10-09T00:03:44.514373] [INFO ] [FORECASTER] Starting predict_future for CAF [2025-10-09T00:03:44.545676] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:44.546639] [DEBUG] [LOCAL ] No optimal features file found for CAF: ./output/feature-sets/CAF.txt [2025-10-09T00:03:44.546740] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:44.546842] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:44.546913] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:44.547041] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:44.564944] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:44.565668] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:44.565793] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:44.565865] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:44.594210] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:44.594343] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:44.594387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:44.594419] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:44.598120] [DEBUG] [FORECASTER] CAF: Forecast T+1@11:T+2@11: UP (p=65.29%) [2025-10-09T00:03:44.598423] [INFO ] [FORECASTER] Completed predict_future for CAF [2025-10-09T00:03:44.598562] [INFO ] [sig ] CAF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:44.742658] [INFO ] [LOCAL ] Saved forecast: CAF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CAF.txt [2025-10-09T00:03:44.742952] [WARN ] [sig ] [365/2211] Failed CAF after 0.2s | 4.41 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:44.743034] [INFO ] [sig ] [366/2211] Forecasting CAG... [2025-10-09T00:03:44.743104] [INFO ] [sig ] Generating forecast for: CAG [2025-10-09T00:03:44.743177] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAG' from 'https://tdm.silogroup.org/data/derivative_storage/CAG.csv'. [2025-10-09T00:03:44.755078] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAG'. [2025-10-09T00:03:44.755435] [INFO ] [FORECASTER] Starting predict_future for CAG [2025-10-09T00:03:44.781156] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:44.781975] [DEBUG] [LOCAL ] No optimal features file found for CAG: ./output/feature-sets/CAG.txt [2025-10-09T00:03:44.782053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:44.782125] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:44.782194] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:44.782323] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:44.799901] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:44.800564] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:44.800697] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:44.800773] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:44.827439] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:44.827551] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:44.827593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:44.827626] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:44.831014] [DEBUG] [FORECASTER] CAG: Forecast T+1@11:T+2@11: DOWN (p=6.65%) [2025-10-09T00:03:44.831302] [INFO ] [FORECASTER] Completed predict_future for CAG [2025-10-09T00:03:44.831438] [INFO ] [sig ] CAG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:44.979909] [INFO ] [LOCAL ] Saved forecast: CAG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CAG.txt [2025-10-09T00:03:44.980171] [WARN ] [sig ] [366/2211] Failed CAG after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:44.980248] [INFO ] [sig ] [367/2211] Forecasting CAH... [2025-10-09T00:03:44.980319] [INFO ] [sig ] Generating forecast for: CAH [2025-10-09T00:03:44.980390] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAH' from 'https://tdm.silogroup.org/data/derivative_storage/CAH.csv'. [2025-10-09T00:03:44.992318] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAH'. [2025-10-09T00:03:44.992628] [INFO ] [FORECASTER] Starting predict_future for CAH [2025-10-09T00:03:45.017942] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:45.018678] [DEBUG] [LOCAL ] No optimal features file found for CAH: ./output/feature-sets/CAH.txt [2025-10-09T00:03:45.018757] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:45.018828] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:45.018896] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:45.018996] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:45.036406] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:45.037021] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:45.037128] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:45.037198] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:45.072504] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:45.072593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:45.072633] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:45.072714] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:45.075792] [DEBUG] [FORECASTER] CAH: Forecast T+1@11:T+2@11: DOWN (p=3.28%) [2025-10-09T00:03:45.076133] [INFO ] [FORECASTER] Completed predict_future for CAH [2025-10-09T00:03:45.076280] [INFO ] [sig ] CAH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:45.215450] [INFO ] [LOCAL ] Saved forecast: CAH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CAH.txt [2025-10-09T00:03:45.215700] [WARN ] [sig ] [367/2211] Failed CAH after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:45.215791] [INFO ] [sig ] [368/2211] Forecasting CAL... [2025-10-09T00:03:45.215875] [INFO ] [sig ] Generating forecast for: CAL [2025-10-09T00:03:45.215954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAL' from 'https://tdm.silogroup.org/data/derivative_storage/CAL.csv'. [2025-10-09T00:03:45.226876] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAL'. [2025-10-09T00:03:45.227199] [INFO ] [FORECASTER] Starting predict_future for CAL [2025-10-09T00:03:45.252778] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:45.253539] [DEBUG] [LOCAL ] No optimal features file found for CAL: ./output/feature-sets/CAL.txt [2025-10-09T00:03:45.253618] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:45.253723] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:45.253793] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:45.253894] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:45.271492] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:45.272097] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:45.272204] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:45.272275] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:45.308748] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:45.308835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:45.308876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:45.308910] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:45.312066] [DEBUG] [FORECASTER] CAL: Forecast T+1@11:T+2@11: UP (p=86.37%) [2025-10-09T00:03:45.312337] [INFO ] [FORECASTER] Completed predict_future for CAL [2025-10-09T00:03:45.312477] [INFO ] [sig ] CAL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:45.459767] [INFO ] [LOCAL ] Saved forecast: CAL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CAL.txt [2025-10-09T00:03:45.460092] [WARN ] [sig ] [368/2211] Failed CAL after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:45.460173] [INFO ] [sig ] [369/2211] Forecasting CALX... [2025-10-09T00:03:45.460247] [INFO ] [sig ] Generating forecast for: CALX [2025-10-09T00:03:45.460341] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CALX' from 'https://tdm.silogroup.org/data/derivative_storage/CALX.csv'. [2025-10-09T00:03:45.472248] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CALX'. [2025-10-09T00:03:45.472602] [INFO ] [FORECASTER] Starting predict_future for CALX [2025-10-09T00:03:45.498578] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:45.499413] [DEBUG] [LOCAL ] No optimal features file found for CALX: ./output/feature-sets/CALX.txt [2025-10-09T00:03:45.499494] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:45.499566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:45.499632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:45.499768] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:45.517671] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:45.518280] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:45.518387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:45.518456] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:45.556947] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:45.557120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:45.557166] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:45.557199] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:45.561297] [DEBUG] [FORECASTER] CALX: Forecast T+1@11:T+2@11: DOWN (p=36.97%) [2025-10-09T00:03:45.561598] [INFO ] [FORECASTER] Completed predict_future for CALX [2025-10-09T00:03:45.561801] [INFO ] [sig ] CALX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:45.706009] [INFO ] [LOCAL ] Saved forecast: CALX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CALX.txt [2025-10-09T00:03:45.706331] [WARN ] [sig ] [369/2211] Failed CALX after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:45.706413] [INFO ] [sig ] [370/2211] Forecasting CANG... [2025-10-09T00:03:45.706485] [INFO ] [sig ] Generating forecast for: CANG [2025-10-09T00:03:45.706558] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CANG' from 'https://tdm.silogroup.org/data/derivative_storage/CANG.csv'. [2025-10-09T00:03:45.717512] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CANG'. [2025-10-09T00:03:45.717975] [INFO ] [FORECASTER] Starting predict_future for CANG [2025-10-09T00:03:45.744372] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:45.745258] [DEBUG] [LOCAL ] No optimal features file found for CANG: ./output/feature-sets/CANG.txt [2025-10-09T00:03:45.745338] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:45.745410] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:45.745478] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:45.745575] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:45.764356] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:45.765242] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:45.765359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:45.765429] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:45.802097] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:45.802308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:45.802356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:45.802391] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:45.806096] [DEBUG] [FORECASTER] CANG: Forecast T+1@11:T+2@11: UP (p=78.51%) [2025-10-09T00:03:45.806409] [INFO ] [FORECASTER] Completed predict_future for CANG [2025-10-09T00:03:45.806560] [INFO ] [sig ] CANG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:45.959791] [INFO ] [LOCAL ] Saved forecast: CANG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CANG.txt [2025-10-09T00:03:45.960109] [WARN ] [sig ] [370/2211] Failed CANG after 0.3s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:45.960191] [INFO ] [sig ] [371/2211] Forecasting CAPL... [2025-10-09T00:03:45.960262] [INFO ] [sig ] Generating forecast for: CAPL [2025-10-09T00:03:45.960334] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAPL' from 'https://tdm.silogroup.org/data/derivative_storage/CAPL.csv'. [2025-10-09T00:03:45.971311] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAPL'. [2025-10-09T00:03:45.971738] [INFO ] [FORECASTER] Starting predict_future for CAPL [2025-10-09T00:03:45.997224] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:45.998129] [DEBUG] [LOCAL ] No optimal features file found for CAPL: ./output/feature-sets/CAPL.txt [2025-10-09T00:03:45.998208] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:45.998281] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:45.998349] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:45.998448] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:46.016320] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:46.017102] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:46.017215] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:46.017285] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:46.052943] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:46.053152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:46.053201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:46.053254] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:46.057044] [DEBUG] [FORECASTER] CAPL: Forecast T+1@11:T+2@11: UP (p=92.45%) [2025-10-09T00:03:46.057384] [INFO ] [FORECASTER] Completed predict_future for CAPL [2025-10-09T00:03:46.057543] [INFO ] [sig ] CAPL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:46.208115] [INFO ] [LOCAL ] Saved forecast: CAPL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CAPL.txt [2025-10-09T00:03:46.208482] [WARN ] [sig ] [371/2211] Failed CAPL after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:46.208565] [INFO ] [sig ] [372/2211] Forecasting CARR... [2025-10-09T00:03:46.208636] [INFO ] [sig ] Generating forecast for: CARR [2025-10-09T00:03:46.208748] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CARR' from 'https://tdm.silogroup.org/data/derivative_storage/CARR.csv'. [2025-10-09T00:03:46.220401] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CARR'. [2025-10-09T00:03:46.220868] [INFO ] [FORECASTER] Starting predict_future for CARR [2025-10-09T00:03:46.247868] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:46.248767] [DEBUG] [LOCAL ] No optimal features file found for CARR: ./output/feature-sets/CARR.txt [2025-10-09T00:03:46.248846] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:46.248919] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:46.248988] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:46.249087] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:46.266548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:46.267177] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:46.267285] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:46.267355] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:46.304049] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:46.304275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:46.304326] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:46.304360] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:46.308296] [DEBUG] [FORECASTER] CARR: Forecast T+1@11:T+2@11: DOWN (p=1.48%) [2025-10-09T00:03:46.308618] [INFO ] [FORECASTER] Completed predict_future for CARR [2025-10-09T00:03:46.308815] [INFO ] [sig ] CARR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:46.456942] [INFO ] [LOCAL ] Saved forecast: CARR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CARR.txt [2025-10-09T00:03:46.457313] [WARN ] [sig ] [372/2211] Failed CARR after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:46.457397] [INFO ] [sig ] [373/2211] Forecasting CARS... [2025-10-09T00:03:46.457469] [INFO ] [sig ] Generating forecast for: CARS [2025-10-09T00:03:46.457543] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CARS' from 'https://tdm.silogroup.org/data/derivative_storage/CARS.csv'. [2025-10-09T00:03:46.469318] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CARS'. [2025-10-09T00:03:46.469840] [INFO ] [FORECASTER] Starting predict_future for CARS [2025-10-09T00:03:46.497220] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:46.498186] [DEBUG] [LOCAL ] No optimal features file found for CARS: ./output/feature-sets/CARS.txt [2025-10-09T00:03:46.498270] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:46.498343] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:46.498421] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:46.498541] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:46.517380] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:46.518469] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:46.518595] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:46.518691] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:46.556558] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:46.556802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:46.556868] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:46.556907] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:46.561047] [DEBUG] [FORECASTER] CARS: Forecast T+1@11:T+2@11: UP (p=62.44%) [2025-10-09T00:03:46.561377] [INFO ] [FORECASTER] Completed predict_future for CARS [2025-10-09T00:03:46.561535] [INFO ] [sig ] CARS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:46.711103] [INFO ] [LOCAL ] Saved forecast: CARS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CARS.txt [2025-10-09T00:03:46.711423] [WARN ] [sig ] [373/2211] Failed CARS after 0.3s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:46.711509] [INFO ] [sig ] [374/2211] Forecasting CAT... [2025-10-09T00:03:46.711580] [INFO ] [sig ] Generating forecast for: CAT [2025-10-09T00:03:46.711679] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAT' from 'https://tdm.silogroup.org/data/derivative_storage/CAT.csv'. [2025-10-09T00:03:46.724441] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAT'. [2025-10-09T00:03:46.725000] [INFO ] [FORECASTER] Starting predict_future for CAT [2025-10-09T00:03:46.752254] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:46.753316] [DEBUG] [LOCAL ] No optimal features file found for CAT: ./output/feature-sets/CAT.txt [2025-10-09T00:03:46.753407] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:46.753489] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:46.753560] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:46.753682] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:46.772387] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:46.773312] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:46.773440] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:46.773521] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:46.807566] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:46.807723] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:46.807787] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:46.807831] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:46.811329] [DEBUG] [FORECASTER] CAT: Forecast T+1@11:T+2@11: DOWN (p=25.47%) [2025-10-09T00:03:46.811619] [INFO ] [FORECASTER] Completed predict_future for CAT [2025-10-09T00:03:46.811795] [INFO ] [sig ] CAT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:46.961051] [INFO ] [LOCAL ] Saved forecast: CAT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CAT.txt [2025-10-09T00:03:46.961366] [WARN ] [sig ] [374/2211] Failed CAT after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:46.961459] [INFO ] [sig ] [375/2211] Forecasting CATO... [2025-10-09T00:03:46.961534] [INFO ] [sig ] Generating forecast for: CATO [2025-10-09T00:03:46.961610] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CATO' from 'https://tdm.silogroup.org/data/derivative_storage/CATO.csv'. [2025-10-09T00:03:46.971863] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CATO'. [2025-10-09T00:03:46.972207] [INFO ] [FORECASTER] Starting predict_future for CATO [2025-10-09T00:03:46.998717] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:46.999561] [DEBUG] [LOCAL ] No optimal features file found for CATO: ./output/feature-sets/CATO.txt [2025-10-09T00:03:46.999665] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:46.999741] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:46.999811] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:46.999909] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:47.019722] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:47.020673] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:47.020793] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:47.020863] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:47.064256] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:47.064557] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:47.064660] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:47.064732] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:47.069022] [DEBUG] [FORECASTER] CATO: Forecast T+1@11:T+2@11: UP (p=99.50%) [2025-10-09T00:03:47.069407] [INFO ] [FORECASTER] Completed predict_future for CATO [2025-10-09T00:03:47.069591] [INFO ] [sig ] CATO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:47.215250] [INFO ] [LOCAL ] Saved forecast: CATO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CATO.txt [2025-10-09T00:03:47.215532] [WARN ] [sig ] [375/2211] Failed CATO after 0.3s | 4.39 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:47.215610] [INFO ] [sig ] [376/2211] Forecasting CAVA... [2025-10-09T00:03:47.215704] [INFO ] [sig ] Generating forecast for: CAVA [2025-10-09T00:03:47.215783] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAVA' from 'https://tdm.silogroup.org/data/derivative_storage/CAVA.csv'. [2025-10-09T00:03:47.227571] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CAVA'. [2025-10-09T00:03:47.227920] [INFO ] [FORECASTER] Starting predict_future for CAVA [2025-10-09T00:03:47.254679] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:47.255448] [DEBUG] [LOCAL ] No optimal features file found for CAVA: ./output/feature-sets/CAVA.txt [2025-10-09T00:03:47.255528] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:47.255602] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:47.255696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:47.255798] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:47.273913] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:47.274506] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:47.274628] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:47.274724] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:47.316112] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:47.316266] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:47.316312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:47.316346] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:47.319916] [DEBUG] [FORECASTER] CAVA: Forecast T+1@11:T+2@11: DOWN (p=8.32%) [2025-10-09T00:03:47.320216] [INFO ] [FORECASTER] Completed predict_future for CAVA [2025-10-09T00:03:47.320368] [INFO ] [sig ] CAVA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:47.473172] [INFO ] [LOCAL ] Saved forecast: CAVA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CAVA.txt [2025-10-09T00:03:47.473491] [WARN ] [sig ] [376/2211] Failed CAVA after 0.3s | 4.39 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:47.473572] [INFO ] [sig ] [377/2211] Forecasting CB... [2025-10-09T00:03:47.473665] [INFO ] [sig ] Generating forecast for: CB [2025-10-09T00:03:47.473742] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CB' from 'https://tdm.silogroup.org/data/derivative_storage/CB.csv'. [2025-10-09T00:03:47.485626] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CB'. [2025-10-09T00:03:47.486173] [INFO ] [FORECASTER] Starting predict_future for CB [2025-10-09T00:03:47.513027] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:47.513975] [DEBUG] [LOCAL ] No optimal features file found for CB: ./output/feature-sets/CB.txt [2025-10-09T00:03:47.514055] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:47.514127] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:47.514197] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:47.514298] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:47.531901] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:47.532957] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:47.533098] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:47.533170] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:47.573174] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:47.573416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:47.573468] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:47.573501] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:47.577407] [DEBUG] [FORECASTER] CB: Forecast T+1@11:T+2@11: UP (p=50.23%) [2025-10-09T00:03:47.577797] [INFO ] [FORECASTER] Completed predict_future for CB [2025-10-09T00:03:47.577973] [INFO ] [sig ] CB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:47.724289] [INFO ] [LOCAL ] Saved forecast: CB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CB.txt [2025-10-09T00:03:47.724590] [WARN ] [sig ] [377/2211] Failed CB after 0.3s | 4.39 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:47.724693] [INFO ] [sig ] [378/2211] Forecasting CBAN... [2025-10-09T00:03:47.724770] [INFO ] [sig ] Generating forecast for: CBAN [2025-10-09T00:03:47.724849] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBAN' from 'https://tdm.silogroup.org/data/derivative_storage/CBAN.csv'. [2025-10-09T00:03:47.735511] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CBAN'. [2025-10-09T00:03:47.735854] [INFO ] [FORECASTER] Starting predict_future for CBAN [2025-10-09T00:03:47.761670] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:47.762415] [DEBUG] [LOCAL ] No optimal features file found for CBAN: ./output/feature-sets/CBAN.txt [2025-10-09T00:03:47.762493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:47.762564] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:47.762632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:47.762751] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:47.780594] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:47.781191] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:47.781298] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:47.781369] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:47.817061] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:47.817180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:47.817223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:47.817275] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:47.821774] [DEBUG] [FORECASTER] CBAN: Forecast T+1@11:T+2@11: UP (p=91.84%) [2025-10-09T00:03:47.822299] [INFO ] [FORECASTER] Completed predict_future for CBAN [2025-10-09T00:03:47.822475] [INFO ] [sig ] CBAN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:47.964729] [INFO ] [LOCAL ] Saved forecast: CBAN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CBAN.txt [2025-10-09T00:03:47.965024] [WARN ] [sig ] [378/2211] Failed CBAN after 0.2s | 4.39 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:47.965105] [INFO ] [sig ] [379/2211] Forecasting CBL... [2025-10-09T00:03:47.965176] [INFO ] [sig ] Generating forecast for: CBL [2025-10-09T00:03:47.965249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBL' from 'https://tdm.silogroup.org/data/derivative_storage/CBL.csv'. [2025-10-09T00:03:47.976405] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CBL'. [2025-10-09T00:03:47.976805] [INFO ] [FORECASTER] Starting predict_future for CBL [2025-10-09T00:03:48.002515] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:48.003277] [DEBUG] [LOCAL ] No optimal features file found for CBL: ./output/feature-sets/CBL.txt [2025-10-09T00:03:48.003355] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:48.003426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:48.003495] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:48.003593] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:48.021232] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:48.021848] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:48.021957] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:48.022024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:48.062686] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:48.062862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:48.062907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:48.062941] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:48.066489] [DEBUG] [FORECASTER] CBL: Forecast T+1@11:T+2@11: UP (p=74.36%) [2025-10-09T00:03:48.066833] [INFO ] [FORECASTER] Completed predict_future for CBL [2025-10-09T00:03:48.067022] [INFO ] [sig ] CBL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:48.227442] [INFO ] [LOCAL ] Saved forecast: CBL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CBL.txt [2025-10-09T00:03:48.227789] [WARN ] [sig ] [379/2211] Failed CBL after 0.3s | 4.39 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:48.227876] [INFO ] [sig ] [380/2211] Forecasting CBNA... [2025-10-09T00:03:48.227955] [INFO ] [sig ] Generating forecast for: CBNA [2025-10-09T00:03:48.228066] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBNA' from 'https://tdm.silogroup.org/data/derivative_storage/CBNA.csv'. [2025-10-09T00:03:48.244941] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CBNA'. [2025-10-09T00:03:48.245443] [INFO ] [FORECASTER] Starting predict_future for CBNA [2025-10-09T00:03:48.281465] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:48.282603] [DEBUG] [LOCAL ] No optimal features file found for CBNA: ./output/feature-sets/CBNA.txt [2025-10-09T00:03:48.282720] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:48.282804] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:48.282888] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:48.283011] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:48.306596] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:48.307729] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:48.307867] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:48.307950] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:48.347531] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:48.347759] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:48.347825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:48.347861] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:48.351674] [DEBUG] [FORECASTER] CBNA: Forecast T+1@11:T+2@11: UP (p=79.91%) [2025-10-09T00:03:48.351982] [INFO ] [FORECASTER] Completed predict_future for CBNA [2025-10-09T00:03:48.352126] [INFO ] [sig ] CBNA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:48.500111] [INFO ] [LOCAL ] Saved forecast: CBNA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CBNA.txt [2025-10-09T00:03:48.500454] [WARN ] [sig ] [380/2211] Failed CBNA after 0.3s | 4.39 sym/s | Total: 1.4m | ETA: 7.0m [2025-10-09T00:03:48.500540] [INFO ] [sig ] [381/2211] Forecasting CBRE... [2025-10-09T00:03:48.500611] [INFO ] [sig ] Generating forecast for: CBRE [2025-10-09T00:03:48.500710] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBRE' from 'https://tdm.silogroup.org/data/derivative_storage/CBRE.csv'. [2025-10-09T00:03:48.505945] [WARN ] [REMOTE ] Historical data not found for symbol 'CBRE' (404). [2025-10-09T00:03:48.506162] [FATAL] [sig ] CBRE: No historical data fetched. [2025-10-09T00:03:48.506256] [WARN ] [sig ] [381/2211] Failed CBRE after 0.0s | 4.40 sym/s | Total: 1.4m | ETA: 6.9m [2025-10-09T00:03:48.506328] [INFO ] [sig ] [382/2211] Forecasting CBT... [2025-10-09T00:03:48.506396] [INFO ] [sig ] Generating forecast for: CBT [2025-10-09T00:03:48.506463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBT' from 'https://tdm.silogroup.org/data/derivative_storage/CBT.csv'. [2025-10-09T00:03:48.516254] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CBT'. [2025-10-09T00:03:48.516709] [INFO ] [FORECASTER] Starting predict_future for CBT [2025-10-09T00:03:48.542535] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:48.543489] [DEBUG] [LOCAL ] No optimal features file found for CBT: ./output/feature-sets/CBT.txt [2025-10-09T00:03:48.543585] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:48.543699] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:48.543785] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:48.543905] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:48.562322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:48.563185] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:48.563302] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:48.563374] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:48.602555] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:48.602772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:48.602840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:48.602906] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:48.606435] [DEBUG] [FORECASTER] CBT: Forecast T+1@11:T+2@11: DOWN (p=34.52%) [2025-10-09T00:03:48.606769] [INFO ] [FORECASTER] Completed predict_future for CBT [2025-10-09T00:03:48.606927] [INFO ] [sig ] CBT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:48.748853] [INFO ] [LOCAL ] Saved forecast: CBT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CBT.txt [2025-10-09T00:03:48.749135] [WARN ] [sig ] [382/2211] Failed CBT after 0.2s | 4.40 sym/s | Total: 1.4m | ETA: 6.9m [2025-10-09T00:03:48.749214] [INFO ] [sig ] [383/2211] Forecasting CBU... [2025-10-09T00:03:48.749315] [INFO ] [sig ] Generating forecast for: CBU [2025-10-09T00:03:48.749389] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBU' from 'https://tdm.silogroup.org/data/derivative_storage/CBU.csv'. [2025-10-09T00:03:48.760127] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CBU'. [2025-10-09T00:03:48.760512] [INFO ] [FORECASTER] Starting predict_future for CBU [2025-10-09T00:03:48.787132] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:48.788048] [DEBUG] [LOCAL ] No optimal features file found for CBU: ./output/feature-sets/CBU.txt [2025-10-09T00:03:48.788144] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:48.788242] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:48.788293] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:48.788386] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:48.806072] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:48.806702] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:48.806812] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:48.806881] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:48.841915] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:48.842045] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:48.842089] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:48.842122] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:48.845437] [DEBUG] [FORECASTER] CBU: Forecast T+1@11:T+2@11: DOWN (p=16.93%) [2025-10-09T00:03:48.845762] [INFO ] [FORECASTER] Completed predict_future for CBU [2025-10-09T00:03:48.845917] [INFO ] [sig ] CBU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:48.988916] [INFO ] [LOCAL ] Saved forecast: CBU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CBU.txt [2025-10-09T00:03:48.989207] [WARN ] [sig ] [383/2211] Failed CBU after 0.2s | 4.40 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:48.989306] [INFO ] [sig ] [384/2211] Forecasting CBZ... [2025-10-09T00:03:48.989380] [INFO ] [sig ] Generating forecast for: CBZ [2025-10-09T00:03:48.989456] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBZ' from 'https://tdm.silogroup.org/data/derivative_storage/CBZ.csv'. [2025-10-09T00:03:48.999686] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CBZ'. [2025-10-09T00:03:49.000021] [INFO ] [FORECASTER] Starting predict_future for CBZ [2025-10-09T00:03:49.030321] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:49.031199] [DEBUG] [LOCAL ] No optimal features file found for CBZ: ./output/feature-sets/CBZ.txt [2025-10-09T00:03:49.031282] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:49.031367] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:49.031439] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:49.031554] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:49.050880] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:49.051670] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:49.051783] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:49.051863] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:49.080106] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:49.080217] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:49.080263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:49.080351] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:49.083743] [DEBUG] [FORECASTER] CBZ: Forecast T+1@11:T+2@11: UP (p=67.07%) [2025-10-09T00:03:49.084035] [INFO ] [FORECASTER] Completed predict_future for CBZ [2025-10-09T00:03:49.084170] [INFO ] [sig ] CBZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:49.231204] [INFO ] [LOCAL ] Saved forecast: CBZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CBZ.txt [2025-10-09T00:03:49.231515] [WARN ] [sig ] [384/2211] Failed CBZ after 0.2s | 4.40 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:49.231602] [INFO ] [sig ] [385/2211] Forecasting CC... [2025-10-09T00:03:49.231716] [INFO ] [sig ] Generating forecast for: CC [2025-10-09T00:03:49.231794] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CC' from 'https://tdm.silogroup.org/data/derivative_storage/CC.csv'. [2025-10-09T00:03:49.243989] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CC'. [2025-10-09T00:03:49.244441] [INFO ] [FORECASTER] Starting predict_future for CC [2025-10-09T00:03:49.273760] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:49.274601] [DEBUG] [LOCAL ] No optimal features file found for CC: ./output/feature-sets/CC.txt [2025-10-09T00:03:49.274714] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:49.274789] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:49.274859] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:49.274963] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:49.293233] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:49.294046] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:49.294164] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:49.294235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:49.326465] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:49.326673] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:49.326750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:49.326793] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:49.330920] [DEBUG] [FORECASTER] CC: Forecast T+1@11:T+2@11: DOWN (p=4.54%) [2025-10-09T00:03:49.331253] [INFO ] [FORECASTER] Completed predict_future for CC [2025-10-09T00:03:49.331404] [INFO ] [sig ] CC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:49.473865] [INFO ] [LOCAL ] Saved forecast: CC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CC.txt [2025-10-09T00:03:49.474143] [WARN ] [sig ] [385/2211] Failed CC after 0.2s | 4.40 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:49.474222] [INFO ] [sig ] [386/2211] Forecasting CCI... [2025-10-09T00:03:49.474293] [INFO ] [sig ] Generating forecast for: CCI [2025-10-09T00:03:49.474361] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCI' from 'https://tdm.silogroup.org/data/derivative_storage/CCI.csv'. [2025-10-09T00:03:49.485291] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCI'. [2025-10-09T00:03:49.485715] [INFO ] [FORECASTER] Starting predict_future for CCI [2025-10-09T00:03:49.512098] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:49.512999] [DEBUG] [LOCAL ] No optimal features file found for CCI: ./output/feature-sets/CCI.txt [2025-10-09T00:03:49.513083] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:49.513156] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:49.513225] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:49.513327] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:49.532015] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:49.532780] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:49.532892] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:49.532963] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:49.559756] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:49.559894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:49.559937] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:49.559970] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:49.563333] [DEBUG] [FORECASTER] CCI: Forecast T+1@11:T+2@11: UP (p=96.44%) [2025-10-09T00:03:49.563626] [INFO ] [FORECASTER] Completed predict_future for CCI [2025-10-09T00:03:49.563806] [INFO ] [sig ] CCI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:49.732625] [INFO ] [LOCAL ] Saved forecast: CCI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CCI.txt [2025-10-09T00:03:49.732922] [WARN ] [sig ] [386/2211] Failed CCI after 0.3s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:49.733010] [INFO ] [sig ] [387/2211] Forecasting CCIF... [2025-10-09T00:03:49.733082] [INFO ] [sig ] Generating forecast for: CCIF [2025-10-09T00:03:49.733156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCIF' from 'https://tdm.silogroup.org/data/derivative_storage/CCIF.csv'. [2025-10-09T00:03:49.744928] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCIF'. [2025-10-09T00:03:49.745308] [INFO ] [FORECASTER] Starting predict_future for CCIF [2025-10-09T00:03:49.774198] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:49.775072] [DEBUG] [LOCAL ] No optimal features file found for CCIF: ./output/feature-sets/CCIF.txt [2025-10-09T00:03:49.775153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:49.775228] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:49.775298] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:49.775406] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:49.798741] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:49.799403] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:49.799525] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:49.799625] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:49.832806] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:49.833053] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:49.833133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:49.833194] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:49.838844] [DEBUG] [FORECASTER] CCIF: Forecast T+1@11:T+2@11: DOWN (p=9.03%) [2025-10-09T00:03:49.839398] [INFO ] [FORECASTER] Completed predict_future for CCIF [2025-10-09T00:03:49.839604] [INFO ] [sig ] CCIF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:50.024739] [INFO ] [LOCAL ] Saved forecast: CCIF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CCIF.txt [2025-10-09T00:03:50.025082] [WARN ] [sig ] [387/2211] Failed CCIF after 0.3s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:50.025177] [INFO ] [sig ] [388/2211] Forecasting CCJ... [2025-10-09T00:03:50.025282] [INFO ] [sig ] Generating forecast for: CCJ [2025-10-09T00:03:50.025371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCJ' from 'https://tdm.silogroup.org/data/derivative_storage/CCJ.csv'. [2025-10-09T00:03:50.038274] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCJ'. [2025-10-09T00:03:50.038740] [INFO ] [FORECASTER] Starting predict_future for CCJ [2025-10-09T00:03:50.069001] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:50.069928] [DEBUG] [LOCAL ] No optimal features file found for CCJ: ./output/feature-sets/CCJ.txt [2025-10-09T00:03:50.070011] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:50.070084] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:50.070154] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:50.070257] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:50.090963] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:50.091620] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:50.091758] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:50.091838] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:50.121764] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:50.121905] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:50.121951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:50.121987] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:50.125577] [DEBUG] [FORECASTER] CCJ: Forecast T+1@11:T+2@11: UP (p=79.24%) [2025-10-09T00:03:50.125937] [INFO ] [FORECASTER] Completed predict_future for CCJ [2025-10-09T00:03:50.126094] [INFO ] [sig ] CCJ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:50.268516] [INFO ] [LOCAL ] Saved forecast: CCJ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CCJ.txt [2025-10-09T00:03:50.268785] [WARN ] [sig ] [388/2211] Failed CCJ after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:50.268865] [INFO ] [sig ] [389/2211] Forecasting CCK... [2025-10-09T00:03:50.268940] [INFO ] [sig ] Generating forecast for: CCK [2025-10-09T00:03:50.269012] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCK' from 'https://tdm.silogroup.org/data/derivative_storage/CCK.csv'. [2025-10-09T00:03:50.279148] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCK'. [2025-10-09T00:03:50.279491] [INFO ] [FORECASTER] Starting predict_future for CCK [2025-10-09T00:03:50.304884] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:50.305637] [DEBUG] [LOCAL ] No optimal features file found for CCK: ./output/feature-sets/CCK.txt [2025-10-09T00:03:50.305739] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:50.305810] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:50.305878] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:50.305977] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:50.323559] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:50.324165] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:50.324271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:50.324341] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:50.352393] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:50.352499] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:50.352541] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:50.352576] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:50.355921] [DEBUG] [FORECASTER] CCK: Forecast T+1@11:T+2@11: DOWN (p=49.50%) [2025-10-09T00:03:50.356212] [INFO ] [FORECASTER] Completed predict_future for CCK [2025-10-09T00:03:50.356347] [INFO ] [sig ] CCK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:50.497472] [INFO ] [LOCAL ] Saved forecast: CCK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CCK.txt [2025-10-09T00:03:50.497730] [WARN ] [sig ] [389/2211] Failed CCK after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:50.497822] [INFO ] [sig ] [390/2211] Forecasting CCL... [2025-10-09T00:03:50.497896] [INFO ] [sig ] Generating forecast for: CCL [2025-10-09T00:03:50.497969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCL' from 'https://tdm.silogroup.org/data/derivative_storage/CCL.csv'. [2025-10-09T00:03:50.508676] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCL'. [2025-10-09T00:03:50.509015] [INFO ] [FORECASTER] Starting predict_future for CCL [2025-10-09T00:03:50.534466] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:50.535231] [DEBUG] [LOCAL ] No optimal features file found for CCL: ./output/feature-sets/CCL.txt [2025-10-09T00:03:50.535308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:50.535378] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:50.535445] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:50.535549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:50.553596] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:50.554214] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:50.554318] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:50.554389] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:50.581436] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:50.581537] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:50.581579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:50.581613] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:50.584840] [DEBUG] [FORECASTER] CCL: Forecast T+1@11:T+2@11: UP (p=50.58%) [2025-10-09T00:03:50.585119] [INFO ] [FORECASTER] Completed predict_future for CCL [2025-10-09T00:03:50.585249] [INFO ] [sig ] CCL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:50.732095] [INFO ] [LOCAL ] Saved forecast: CCL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CCL.txt [2025-10-09T00:03:50.732348] [WARN ] [sig ] [390/2211] Failed CCL after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:50.732427] [INFO ] [sig ] [391/2211] Forecasting CCO... [2025-10-09T00:03:50.732493] [INFO ] [sig ] Generating forecast for: CCO [2025-10-09T00:03:50.732547] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCO' from 'https://tdm.silogroup.org/data/derivative_storage/CCO.csv'. [2025-10-09T00:03:50.745571] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCO'. [2025-10-09T00:03:50.745933] [INFO ] [FORECASTER] Starting predict_future for CCO [2025-10-09T00:03:50.773027] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:50.773870] [DEBUG] [LOCAL ] No optimal features file found for CCO: ./output/feature-sets/CCO.txt [2025-10-09T00:03:50.773950] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:50.774021] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:50.774096] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:50.774204] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:50.791574] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:50.792289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:50.792396] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:50.792462] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:50.820493] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:50.820592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:50.820632] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:50.820720] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:50.823946] [DEBUG] [FORECASTER] CCO: Forecast T+1@11:T+2@11: DOWN (p=21.36%) [2025-10-09T00:03:50.824228] [INFO ] [FORECASTER] Completed predict_future for CCO [2025-10-09T00:03:50.824357] [INFO ] [sig ] CCO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:50.964678] [INFO ] [LOCAL ] Saved forecast: CCO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CCO.txt [2025-10-09T00:03:50.964925] [WARN ] [sig ] [391/2211] Failed CCO after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:50.965004] [INFO ] [sig ] [392/2211] Forecasting CCRD... [2025-10-09T00:03:50.965051] [INFO ] [sig ] Generating forecast for: CCRD [2025-10-09T00:03:50.965112] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCRD' from 'https://tdm.silogroup.org/data/derivative_storage/CCRD.csv'. [2025-10-09T00:03:50.975077] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'CCRD'. [2025-10-09T00:03:50.975385] [INFO ] [FORECASTER] Starting predict_future for CCRD [2025-10-09T00:03:51.001138] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:51.001960] [DEBUG] [LOCAL ] No optimal features file found for CCRD: ./output/feature-sets/CCRD.txt [2025-10-09T00:03:51.002038] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:51.002109] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:51.002177] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:51.002275] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:51.019866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:51.020455] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:51.020561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:51.020627] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:51.047020] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:51.047130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:51.047173] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:51.047207] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:51.050527] [DEBUG] [FORECASTER] CCRD: Forecast T+1@11:T+2@11: DOWN (p=46.12%) [2025-10-09T00:03:51.050852] [INFO ] [FORECASTER] Completed predict_future for CCRD [2025-10-09T00:03:51.051007] [INFO ] [sig ] CCRD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:51.192844] [INFO ] [LOCAL ] Saved forecast: CCRD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CCRD.txt [2025-10-09T00:03:51.193094] [WARN ] [sig ] [392/2211] Failed CCRD after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:51.193172] [INFO ] [sig ] [393/2211] Forecasting CCS... [2025-10-09T00:03:51.193243] [INFO ] [sig ] Generating forecast for: CCS [2025-10-09T00:03:51.193315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCS' from 'https://tdm.silogroup.org/data/derivative_storage/CCS.csv'. [2025-10-09T00:03:51.203953] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCS'. [2025-10-09T00:03:51.204281] [INFO ] [FORECASTER] Starting predict_future for CCS [2025-10-09T00:03:51.230473] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:51.231289] [DEBUG] [LOCAL ] No optimal features file found for CCS: ./output/feature-sets/CCS.txt [2025-10-09T00:03:51.231369] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:51.231439] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:51.231508] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:51.231605] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:51.250092] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:51.250716] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:51.250820] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:51.250888] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:51.277396] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:51.277569] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:51.277638] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:51.277726] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:51.281375] [DEBUG] [FORECASTER] CCS: Forecast T+1@11:T+2@11: UP (p=88.10%) [2025-10-09T00:03:51.281728] [INFO ] [FORECASTER] Completed predict_future for CCS [2025-10-09T00:03:51.281895] [INFO ] [sig ] CCS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:51.423091] [INFO ] [LOCAL ] Saved forecast: CCS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CCS.txt [2025-10-09T00:03:51.423323] [WARN ] [sig ] [393/2211] Failed CCS after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:51.423399] [INFO ] [sig ] [394/2211] Forecasting CCU... [2025-10-09T00:03:51.423471] [INFO ] [sig ] Generating forecast for: CCU [2025-10-09T00:03:51.423539] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCU' from 'https://tdm.silogroup.org/data/derivative_storage/CCU.csv'. [2025-10-09T00:03:51.434626] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CCU'. [2025-10-09T00:03:51.434988] [INFO ] [FORECASTER] Starting predict_future for CCU [2025-10-09T00:03:51.460444] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:51.461208] [DEBUG] [LOCAL ] No optimal features file found for CCU: ./output/feature-sets/CCU.txt [2025-10-09T00:03:51.461285] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:51.461355] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:51.461423] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:51.461521] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:51.479028] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:51.479667] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:51.479777] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:51.479844] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:51.504617] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:51.504745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:51.504793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:51.504827] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:51.507957] [DEBUG] [FORECASTER] CCU: Forecast T+1@11:T+2@11: UP (p=90.34%) [2025-10-09T00:03:51.508232] [INFO ] [FORECASTER] Completed predict_future for CCU [2025-10-09T00:03:51.508362] [INFO ] [sig ] CCU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:51.656479] [INFO ] [LOCAL ] Saved forecast: CCU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CCU.txt [2025-10-09T00:03:51.656981] [WARN ] [sig ] [394/2211] Failed CCU after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:51.657059] [INFO ] [sig ] [395/2211] Forecasting CDE... [2025-10-09T00:03:51.657131] [INFO ] [sig ] Generating forecast for: CDE [2025-10-09T00:03:51.657209] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDE' from 'https://tdm.silogroup.org/data/derivative_storage/CDE.csv'. [2025-10-09T00:03:51.670836] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CDE'. [2025-10-09T00:03:51.671201] [INFO ] [FORECASTER] Starting predict_future for CDE [2025-10-09T00:03:51.696959] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:51.697791] [DEBUG] [LOCAL ] No optimal features file found for CDE: ./output/feature-sets/CDE.txt [2025-10-09T00:03:51.697868] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:51.697939] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:51.698006] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:51.698103] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:51.715354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:51.716002] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:51.716107] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:51.716156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:51.746925] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:51.747030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:51.747071] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:51.747104] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:51.750289] [DEBUG] [FORECASTER] CDE: Forecast T+1@11:T+2@11: DOWN (p=5.96%) [2025-10-09T00:03:51.750572] [INFO ] [FORECASTER] Completed predict_future for CDE [2025-10-09T00:03:51.750736] [INFO ] [sig ] CDE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:51.891252] [INFO ] [LOCAL ] Saved forecast: CDE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CDE.txt [2025-10-09T00:03:51.891569] [WARN ] [sig ] [395/2211] Failed CDE after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:51.891674] [INFO ] [sig ] [396/2211] Forecasting CDLR... [2025-10-09T00:03:51.891747] [INFO ] [sig ] Generating forecast for: CDLR [2025-10-09T00:03:51.891820] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDLR' from 'https://tdm.silogroup.org/data/derivative_storage/CDLR.csv'. [2025-10-09T00:03:51.902709] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CDLR'. [2025-10-09T00:03:51.903178] [INFO ] [FORECASTER] Starting predict_future for CDLR [2025-10-09T00:03:51.928578] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:51.929476] [DEBUG] [LOCAL ] No optimal features file found for CDLR: ./output/feature-sets/CDLR.txt [2025-10-09T00:03:51.929554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:51.929628] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:51.929710] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:51.929808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:51.947386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:51.948010] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:51.948113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:51.948181] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:51.971942] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:51.972041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:51.972081] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:51.972114] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:51.975167] [DEBUG] [FORECASTER] CDLR: Forecast T+1@11:T+2@11: DOWN (p=36.73%) [2025-10-09T00:03:51.975436] [INFO ] [FORECASTER] Completed predict_future for CDLR [2025-10-09T00:03:51.975575] [INFO ] [sig ] CDLR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:52.117916] [INFO ] [LOCAL ] Saved forecast: CDLR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CDLR.txt [2025-10-09T00:03:52.118162] [WARN ] [sig ] [396/2211] Failed CDLR after 0.2s | 4.39 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:52.118245] [INFO ] [sig ] [397/2211] Forecasting CDP... [2025-10-09T00:03:52.118316] [INFO ] [sig ] Generating forecast for: CDP [2025-10-09T00:03:52.118387] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDP' from 'https://tdm.silogroup.org/data/derivative_storage/CDP.csv'. [2025-10-09T00:03:52.328791] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CDP'. [2025-10-09T00:03:52.329166] [INFO ] [FORECASTER] Starting predict_future for CDP [2025-10-09T00:03:52.354569] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:52.355358] [DEBUG] [LOCAL ] No optimal features file found for CDP: ./output/feature-sets/CDP.txt [2025-10-09T00:03:52.355436] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:52.355508] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:52.355576] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:52.355707] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:52.373275] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:52.373906] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:52.374010] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:52.374079] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:52.402507] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:52.402626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:52.402706] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:52.402757] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:52.405974] [DEBUG] [FORECASTER] CDP: Forecast T+1@11:T+2@11: UP (p=93.44%) [2025-10-09T00:03:52.406254] [INFO ] [FORECASTER] Completed predict_future for CDP [2025-10-09T00:03:52.406386] [INFO ] [sig ] CDP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:52.546996] [INFO ] [LOCAL ] Saved forecast: CDP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CDP.txt [2025-10-09T00:03:52.547245] [WARN ] [sig ] [397/2211] Failed CDP after 0.4s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:52.547321] [INFO ] [sig ] [398/2211] Forecasting CDRE... [2025-10-09T00:03:52.547393] [INFO ] [sig ] Generating forecast for: CDRE [2025-10-09T00:03:52.547463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDRE' from 'https://tdm.silogroup.org/data/derivative_storage/CDRE.csv'. [2025-10-09T00:03:52.557887] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CDRE'. [2025-10-09T00:03:52.558211] [INFO ] [FORECASTER] Starting predict_future for CDRE [2025-10-09T00:03:52.583435] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:52.584209] [DEBUG] [LOCAL ] No optimal features file found for CDRE: ./output/feature-sets/CDRE.txt [2025-10-09T00:03:52.584288] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:52.584361] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:52.584430] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:52.584531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:52.602187] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:52.602818] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:52.602924] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:52.602992] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:52.629364] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:52.629466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:52.629510] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:52.629563] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:52.632741] [DEBUG] [FORECASTER] CDRE: Forecast T+1@11:T+2@11: UP (p=77.67%) [2025-10-09T00:03:52.633028] [INFO ] [FORECASTER] Completed predict_future for CDRE [2025-10-09T00:03:52.633160] [INFO ] [sig ] CDRE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:52.773417] [INFO ] [LOCAL ] Saved forecast: CDRE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CDRE.txt [2025-10-09T00:03:52.773679] [WARN ] [sig ] [398/2211] Failed CDRE after 0.2s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:52.773758] [INFO ] [sig ] [399/2211] Forecasting CE... [2025-10-09T00:03:52.773827] [INFO ] [sig ] Generating forecast for: CE [2025-10-09T00:03:52.773896] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CE' from 'https://tdm.silogroup.org/data/derivative_storage/CE.csv'. [2025-10-09T00:03:52.783772] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CE'. [2025-10-09T00:03:52.784093] [INFO ] [FORECASTER] Starting predict_future for CE [2025-10-09T00:03:52.809827] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:52.810619] [DEBUG] [LOCAL ] No optimal features file found for CE: ./output/feature-sets/CE.txt [2025-10-09T00:03:52.810722] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:52.810801] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:52.810874] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:52.810985] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:52.828458] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:52.829093] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:52.829204] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:52.829296] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:52.855782] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:52.855891] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:52.855932] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:52.855966] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:52.859163] [DEBUG] [FORECASTER] CE: Forecast T+1@11:T+2@11: DOWN (p=1.32%) [2025-10-09T00:03:52.859487] [INFO ] [FORECASTER] Completed predict_future for CE [2025-10-09T00:03:52.859626] [INFO ] [sig ] CE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:53.001940] [INFO ] [LOCAL ] Saved forecast: CE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CE.txt [2025-10-09T00:03:53.002259] [WARN ] [sig ] [399/2211] Failed CE after 0.2s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:53.002338] [INFO ] [sig ] [400/2211] Forecasting CEE... [2025-10-09T00:03:53.002408] [INFO ] [sig ] Generating forecast for: CEE [2025-10-09T00:03:53.002481] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CEE' from 'https://tdm.silogroup.org/data/derivative_storage/CEE.csv'. [2025-10-09T00:03:53.012769] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CEE'. [2025-10-09T00:03:53.013093] [INFO ] [FORECASTER] Starting predict_future for CEE [2025-10-09T00:03:53.038359] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:53.039142] [DEBUG] [LOCAL ] No optimal features file found for CEE: ./output/feature-sets/CEE.txt [2025-10-09T00:03:53.039220] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:53.039319] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:53.039387] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:53.039486] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:53.056992] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:53.057589] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:53.057718] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:53.057786] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:53.091214] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:53.091330] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:53.091371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:53.091406] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:53.094584] [DEBUG] [FORECASTER] CEE: Forecast T+1@11:T+2@11: DOWN (p=1.39%) [2025-10-09T00:03:53.094896] [INFO ] [FORECASTER] Completed predict_future for CEE [2025-10-09T00:03:53.095049] [INFO ] [sig ] CEE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:53.237568] [INFO ] [LOCAL ] Saved forecast: CEE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CEE.txt [2025-10-09T00:03:53.237907] [WARN ] [sig ] [400/2211] Failed CEE after 0.2s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:53.237991] [INFO ] [sig ] [401/2211] Forecasting CEPU... [2025-10-09T00:03:53.238064] [INFO ] [sig ] Generating forecast for: CEPU [2025-10-09T00:03:53.238136] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CEPU' from 'https://tdm.silogroup.org/data/derivative_storage/CEPU.csv'. [2025-10-09T00:03:53.249042] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CEPU'. [2025-10-09T00:03:53.249498] [INFO ] [FORECASTER] Starting predict_future for CEPU [2025-10-09T00:03:53.275697] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:53.276542] [DEBUG] [LOCAL ] No optimal features file found for CEPU: ./output/feature-sets/CEPU.txt [2025-10-09T00:03:53.276622] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:53.276732] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:53.276802] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:53.276902] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:53.295112] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:53.296094] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:53.296218] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:53.296291] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:53.334105] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:53.334331] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:53.334382] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:53.334416] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:53.338150] [DEBUG] [FORECASTER] CEPU: Forecast T+1@11:T+2@11: UP (p=68.52%) [2025-10-09T00:03:53.338482] [INFO ] [FORECASTER] Completed predict_future for CEPU [2025-10-09T00:03:53.338633] [INFO ] [sig ] CEPU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:53.509036] [INFO ] [LOCAL ] Saved forecast: CEPU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CEPU.txt [2025-10-09T00:03:53.509435] [WARN ] [sig ] [401/2211] Failed CEPU after 0.3s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:53.509540] [INFO ] [sig ] [402/2211] Forecasting CF... [2025-10-09T00:03:53.509633] [INFO ] [sig ] Generating forecast for: CF [2025-10-09T00:03:53.509753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CF' from 'https://tdm.silogroup.org/data/derivative_storage/CF.csv'. [2025-10-09T00:03:53.521732] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CF'. [2025-10-09T00:03:53.522130] [INFO ] [FORECASTER] Starting predict_future for CF [2025-10-09T00:03:53.552332] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:53.553373] [DEBUG] [LOCAL ] No optimal features file found for CF: ./output/feature-sets/CF.txt [2025-10-09T00:03:53.553454] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:53.553528] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:53.553599] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:53.553722] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:53.576466] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:53.577423] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:53.577557] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:53.577630] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:53.616305] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:53.616485] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:53.616528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:53.616562] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:53.619964] [DEBUG] [FORECASTER] CF: Forecast T+1@11:T+2@11: UP (p=79.09%) [2025-10-09T00:03:53.620266] [INFO ] [FORECASTER] Completed predict_future for CF [2025-10-09T00:03:53.620414] [INFO ] [sig ] CF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:53.760845] [INFO ] [LOCAL ] Saved forecast: CF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CF.txt [2025-10-09T00:03:53.761103] [WARN ] [sig ] [402/2211] Failed CF after 0.3s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:53.761181] [INFO ] [sig ] [403/2211] Forecasting CFG... [2025-10-09T00:03:53.761252] [INFO ] [sig ] Generating forecast for: CFG [2025-10-09T00:03:53.761302] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CFG' from 'https://tdm.silogroup.org/data/derivative_storage/CFG.csv'. [2025-10-09T00:03:53.772199] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CFG'. [2025-10-09T00:03:53.772497] [INFO ] [FORECASTER] Starting predict_future for CFG [2025-10-09T00:03:53.797561] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:53.798359] [DEBUG] [LOCAL ] No optimal features file found for CFG: ./output/feature-sets/CFG.txt [2025-10-09T00:03:53.798437] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:53.798508] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:53.798576] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:53.798699] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:53.815973] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:53.816550] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:53.816677] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:53.816750] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:53.856840] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:53.856966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:53.857008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:53.857041] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:53.860369] [DEBUG] [FORECASTER] CFG: Forecast T+1@11:T+2@11: UP (p=80.25%) [2025-10-09T00:03:53.860684] [INFO ] [FORECASTER] Completed predict_future for CFG [2025-10-09T00:03:53.860851] [INFO ] [sig ] CFG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:54.000916] [INFO ] [LOCAL ] Saved forecast: CFG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CFG.txt [2025-10-09T00:03:54.001232] [WARN ] [sig ] [403/2211] Failed CFG after 0.2s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:54.001311] [INFO ] [sig ] [404/2211] Forecasting CFR... [2025-10-09T00:03:54.001390] [INFO ] [sig ] Generating forecast for: CFR [2025-10-09T00:03:54.001463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CFR' from 'https://tdm.silogroup.org/data/derivative_storage/CFR.csv'. [2025-10-09T00:03:54.013546] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CFR'. [2025-10-09T00:03:54.014042] [INFO ] [FORECASTER] Starting predict_future for CFR [2025-10-09T00:03:54.039471] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:54.040320] [DEBUG] [LOCAL ] No optimal features file found for CFR: ./output/feature-sets/CFR.txt [2025-10-09T00:03:54.040400] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:54.040472] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:54.040541] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:54.040668] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:54.057964] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:54.058993] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:54.059113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:54.059184] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:54.097784] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:54.098002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:54.098051] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:54.098085] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:54.101824] [DEBUG] [FORECASTER] CFR: Forecast T+1@11:T+2@11: DOWN (p=6.90%) [2025-10-09T00:03:54.102131] [INFO ] [FORECASTER] Completed predict_future for CFR [2025-10-09T00:03:54.102279] [INFO ] [sig ] CFR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:54.242556] [INFO ] [LOCAL ] Saved forecast: CFR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CFR.txt [2025-10-09T00:03:54.242905] [WARN ] [sig ] [404/2211] Failed CFR after 0.2s | 4.37 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:54.242984] [INFO ] [sig ] [405/2211] Forecasting CGAU... [2025-10-09T00:03:54.243056] [INFO ] [sig ] Generating forecast for: CGAU [2025-10-09T00:03:54.243129] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CGAU' from 'https://tdm.silogroup.org/data/derivative_storage/CGAU.csv'. [2025-10-09T00:03:54.254480] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CGAU'. [2025-10-09T00:03:54.254931] [INFO ] [FORECASTER] Starting predict_future for CGAU [2025-10-09T00:03:54.280449] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:54.281312] [DEBUG] [LOCAL ] No optimal features file found for CGAU: ./output/feature-sets/CGAU.txt [2025-10-09T00:03:54.281391] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:54.281463] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:54.281530] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:54.281629] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:54.299123] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:54.299876] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:54.299984] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:54.300053] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:54.336589] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:54.336788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:54.336845] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:54.336880] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:54.340391] [DEBUG] [FORECASTER] CGAU: Forecast T+1@11:T+2@11: UP (p=98.07%) [2025-10-09T00:03:54.340734] [INFO ] [FORECASTER] Completed predict_future for CGAU [2025-10-09T00:03:54.340892] [INFO ] [sig ] CGAU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:54.486163] [INFO ] [LOCAL ] Saved forecast: CGAU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CGAU.txt [2025-10-09T00:03:54.486437] [WARN ] [sig ] [405/2211] Failed CGAU after 0.2s | 4.37 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:54.486519] [INFO ] [sig ] [406/2211] Forecasting CGV... [2025-10-09T00:03:54.486590] [INFO ] [sig ] Generating forecast for: CGV [2025-10-09T00:03:54.486662] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CGV' from 'https://tdm.silogroup.org/data/derivative_storage/CGV.csv'. [2025-10-09T00:03:54.497080] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'CGV'. [2025-10-09T00:03:54.497453] [INFO ] [FORECASTER] Starting predict_future for CGV [2025-10-09T00:03:54.523277] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:54.524197] [DEBUG] [LOCAL ] No optimal features file found for CGV: ./output/feature-sets/CGV.txt [2025-10-09T00:03:54.524277] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:54.524349] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:54.524417] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:54.524515] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:54.542175] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:54.542947] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:54.543058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:54.543126] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:54.578086] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:54.578301] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:54.578350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:54.578384] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:54.582045] [DEBUG] [FORECASTER] CGV: Forecast T+1@11:T+2@11: UP (p=66.59%) [2025-10-09T00:03:54.582351] [INFO ] [FORECASTER] Completed predict_future for CGV [2025-10-09T00:03:54.582499] [INFO ] [sig ] CGV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:54.726452] [INFO ] [LOCAL ] Saved forecast: CGV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CGV.txt [2025-10-09T00:03:54.726796] [WARN ] [sig ] [406/2211] Failed CGV after 0.2s | 4.37 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:54.726879] [INFO ] [sig ] [407/2211] Forecasting CHCT... [2025-10-09T00:03:54.726949] [INFO ] [sig ] Generating forecast for: CHCT [2025-10-09T00:03:54.727019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHCT' from 'https://tdm.silogroup.org/data/derivative_storage/CHCT.csv'. [2025-10-09T00:03:54.731886] [WARN ] [REMOTE ] Historical data not found for symbol 'CHCT' (404). [2025-10-09T00:03:54.732075] [FATAL] [sig ] CHCT: No historical data fetched. [2025-10-09T00:03:54.732165] [WARN ] [sig ] [407/2211] Failed CHCT after 0.0s | 4.38 sym/s | Total: 1.5m | ETA: 6.9m [2025-10-09T00:03:54.732236] [INFO ] [sig ] [408/2211] Forecasting CHD... [2025-10-09T00:03:54.732303] [INFO ] [sig ] Generating forecast for: CHD [2025-10-09T00:03:54.732371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHD' from 'https://tdm.silogroup.org/data/derivative_storage/CHD.csv'. [2025-10-09T00:03:54.742535] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CHD'. [2025-10-09T00:03:54.742996] [INFO ] [FORECASTER] Starting predict_future for CHD [2025-10-09T00:03:54.772580] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:54.773822] [DEBUG] [LOCAL ] No optimal features file found for CHD: ./output/feature-sets/CHD.txt [2025-10-09T00:03:54.773925] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:54.774009] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:54.774079] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:54.774182] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:54.798000] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:54.799046] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:54.799188] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:54.799297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:54.843156] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:54.843394] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:54.843479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:54.843528] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:54.848466] [DEBUG] [FORECASTER] CHD: Forecast T+1@11:T+2@11: UP (p=87.42%) [2025-10-09T00:03:54.848839] [INFO ] [FORECASTER] Completed predict_future for CHD [2025-10-09T00:03:54.849005] [INFO ] [sig ] CHD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:55.034109] [INFO ] [LOCAL ] Saved forecast: CHD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CHD.txt [2025-10-09T00:03:55.034406] [WARN ] [sig ] [408/2211] Failed CHD after 0.3s | 4.38 sym/s | Total: 1.6m | ETA: 6.9m [2025-10-09T00:03:55.034490] [INFO ] [sig ] [409/2211] Forecasting CHE... [2025-10-09T00:03:55.034560] [INFO ] [sig ] Generating forecast for: CHE [2025-10-09T00:03:55.034615] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHE' from 'https://tdm.silogroup.org/data/derivative_storage/CHE.csv'. [2025-10-09T00:03:55.046745] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CHE'. [2025-10-09T00:03:55.047166] [INFO ] [FORECASTER] Starting predict_future for CHE [2025-10-09T00:03:55.076567] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:55.077427] [DEBUG] [LOCAL ] No optimal features file found for CHE: ./output/feature-sets/CHE.txt [2025-10-09T00:03:55.077507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:55.077587] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:55.077678] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:55.077779] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:55.095675] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:55.096267] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:55.096378] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:55.096446] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:55.135319] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:55.135477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:55.135522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:55.135555] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:55.139000] [DEBUG] [FORECASTER] CHE: Forecast T+1@11:T+2@11: UP (p=98.52%) [2025-10-09T00:03:55.139381] [INFO ] [FORECASTER] Completed predict_future for CHE [2025-10-09T00:03:55.139535] [INFO ] [sig ] CHE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:55.279274] [INFO ] [LOCAL ] Saved forecast: CHE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CHE.txt [2025-10-09T00:03:55.279570] [WARN ] [sig ] [409/2211] Failed CHE after 0.2s | 4.38 sym/s | Total: 1.6m | ETA: 6.9m [2025-10-09T00:03:55.279676] [INFO ] [sig ] [410/2211] Forecasting CHGG... [2025-10-09T00:03:55.279745] [INFO ] [sig ] Generating forecast for: CHGG [2025-10-09T00:03:55.279812] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHGG' from 'https://tdm.silogroup.org/data/derivative_storage/CHGG.csv'. [2025-10-09T00:03:55.286284] [WARN ] [REMOTE ] Historical data not found for symbol 'CHGG' (404). [2025-10-09T00:03:55.286613] [FATAL] [sig ] CHGG: No historical data fetched. [2025-10-09T00:03:55.286737] [WARN ] [sig ] [410/2211] Failed CHGG after 0.0s | 4.39 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:55.286810] [INFO ] [sig ] [411/2211] Forecasting CHH... [2025-10-09T00:03:55.286881] [INFO ] [sig ] Generating forecast for: CHH [2025-10-09T00:03:55.286950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHH' from 'https://tdm.silogroup.org/data/derivative_storage/CHH.csv'. [2025-10-09T00:03:55.298175] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CHH'. [2025-10-09T00:03:55.298686] [INFO ] [FORECASTER] Starting predict_future for CHH [2025-10-09T00:03:55.325396] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:55.326305] [DEBUG] [LOCAL ] No optimal features file found for CHH: ./output/feature-sets/CHH.txt [2025-10-09T00:03:55.326386] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:55.326459] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:55.326529] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:55.326632] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:55.345310] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:55.346297] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:55.346419] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:55.346490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:55.383318] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:55.383521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:55.383570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:55.383604] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:55.387232] [DEBUG] [FORECASTER] CHH: Forecast T+1@11:T+2@11: DOWN (p=16.29%) [2025-10-09T00:03:55.387540] [INFO ] [FORECASTER] Completed predict_future for CHH [2025-10-09T00:03:55.387724] [INFO ] [sig ] CHH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:55.538146] [INFO ] [LOCAL ] Saved forecast: CHH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CHH.txt [2025-10-09T00:03:55.538441] [WARN ] [sig ] [411/2211] Failed CHH after 0.3s | 4.39 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:55.538523] [INFO ] [sig ] [412/2211] Forecasting CHMI... [2025-10-09T00:03:55.538594] [INFO ] [sig ] Generating forecast for: CHMI [2025-10-09T00:03:55.538674] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHMI' from 'https://tdm.silogroup.org/data/derivative_storage/CHMI.csv'. [2025-10-09T00:03:55.551293] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CHMI'. [2025-10-09T00:03:55.551775] [INFO ] [FORECASTER] Starting predict_future for CHMI [2025-10-09T00:03:55.577885] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:55.578799] [DEBUG] [LOCAL ] No optimal features file found for CHMI: ./output/feature-sets/CHMI.txt [2025-10-09T00:03:55.578877] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:55.578953] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:55.579022] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:55.579121] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:55.596874] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:55.597590] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:55.597724] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:55.597793] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:55.636105] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:55.636303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:55.636355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:55.636390] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:55.640114] [DEBUG] [FORECASTER] CHMI: Forecast T+1@11:T+2@11: UP (p=58.86%) [2025-10-09T00:03:55.640452] [INFO ] [FORECASTER] Completed predict_future for CHMI [2025-10-09T00:03:55.640623] [INFO ] [sig ] CHMI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:55.786210] [INFO ] [LOCAL ] Saved forecast: CHMI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CHMI.txt [2025-10-09T00:03:55.786488] [WARN ] [sig ] [412/2211] Failed CHMI after 0.2s | 4.39 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:55.786568] [INFO ] [sig ] [413/2211] Forecasting CHN... [2025-10-09T00:03:55.786637] [INFO ] [sig ] Generating forecast for: CHN [2025-10-09T00:03:55.786723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHN' from 'https://tdm.silogroup.org/data/derivative_storage/CHN.csv'. [2025-10-09T00:03:55.796898] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CHN'. [2025-10-09T00:03:55.797201] [INFO ] [FORECASTER] Starting predict_future for CHN [2025-10-09T00:03:55.822716] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:55.823478] [DEBUG] [LOCAL ] No optimal features file found for CHN: ./output/feature-sets/CHN.txt [2025-10-09T00:03:55.823556] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:55.823628] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:55.823717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:55.823815] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:55.841468] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:55.842079] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:55.842184] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:55.842254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:55.878026] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:55.878123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:55.878163] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:55.878195] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:55.881347] [DEBUG] [FORECASTER] CHN: Forecast T+1@11:T+2@11: UP (p=98.59%) [2025-10-09T00:03:55.881617] [INFO ] [FORECASTER] Completed predict_future for CHN [2025-10-09T00:03:55.881795] [INFO ] [sig ] CHN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:56.021637] [INFO ] [LOCAL ] Saved forecast: CHN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CHN.txt [2025-10-09T00:03:56.021917] [WARN ] [sig ] [413/2211] Failed CHN after 0.2s | 4.39 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:56.021994] [INFO ] [sig ] [414/2211] Forecasting CHPT... [2025-10-09T00:03:56.022069] [INFO ] [sig ] Generating forecast for: CHPT [2025-10-09T00:03:56.022115] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHPT' from 'https://tdm.silogroup.org/data/derivative_storage/CHPT.csv'. [2025-10-09T00:03:56.027028] [WARN ] [REMOTE ] Historical data not found for symbol 'CHPT' (404). [2025-10-09T00:03:56.027219] [FATAL] [sig ] CHPT: No historical data fetched. [2025-10-09T00:03:56.027311] [WARN ] [sig ] [414/2211] Failed CHPT after 0.0s | 4.40 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:56.027390] [INFO ] [sig ] [415/2211] Forecasting CHT... [2025-10-09T00:03:56.027459] [INFO ] [sig ] Generating forecast for: CHT [2025-10-09T00:03:56.027527] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHT' from 'https://tdm.silogroup.org/data/derivative_storage/CHT.csv'. [2025-10-09T00:03:56.032143] [WARN ] [REMOTE ] Historical data not found for symbol 'CHT' (404). [2025-10-09T00:03:56.032318] [FATAL] [sig ] CHT: No historical data fetched. [2025-10-09T00:03:56.032408] [WARN ] [sig ] [415/2211] Failed CHT after 0.0s | 4.41 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:56.032494] [INFO ] [sig ] [416/2211] Forecasting CHWY... [2025-10-09T00:03:56.032569] [INFO ] [sig ] Generating forecast for: CHWY [2025-10-09T00:03:56.032638] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHWY' from 'https://tdm.silogroup.org/data/derivative_storage/CHWY.csv'. [2025-10-09T00:03:56.042543] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CHWY'. [2025-10-09T00:03:56.042878] [INFO ] [FORECASTER] Starting predict_future for CHWY [2025-10-09T00:03:56.068341] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:56.069163] [DEBUG] [LOCAL ] No optimal features file found for CHWY: ./output/feature-sets/CHWY.txt [2025-10-09T00:03:56.069261] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:56.069335] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:56.069403] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:56.069505] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:56.087141] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:56.087773] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:56.087881] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:56.087953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:56.133956] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:56.134097] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:56.134139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:56.134171] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:56.137520] [DEBUG] [FORECASTER] CHWY: Forecast T+1@11:T+2@11: DOWN (p=48.58%) [2025-10-09T00:03:56.137841] [INFO ] [FORECASTER] Completed predict_future for CHWY [2025-10-09T00:03:56.138010] [INFO ] [sig ] CHWY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:56.279019] [INFO ] [LOCAL ] Saved forecast: CHWY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CHWY.txt [2025-10-09T00:03:56.279396] [WARN ] [sig ] [416/2211] Failed CHWY after 0.2s | 4.41 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:56.279497] [INFO ] [sig ] [417/2211] Forecasting CI... [2025-10-09T00:03:56.279578] [INFO ] [sig ] Generating forecast for: CI [2025-10-09T00:03:56.279686] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CI' from 'https://tdm.silogroup.org/data/derivative_storage/CI.csv'. [2025-10-09T00:03:56.291146] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CI'. [2025-10-09T00:03:56.291478] [INFO ] [FORECASTER] Starting predict_future for CI [2025-10-09T00:03:56.316697] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:56.317442] [DEBUG] [LOCAL ] No optimal features file found for CI: ./output/feature-sets/CI.txt [2025-10-09T00:03:56.317520] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:56.317591] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:56.317689] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:56.317788] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:56.335067] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:56.335664] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:56.335774] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:56.335845] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:56.377899] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:56.378144] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:56.378200] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:56.378234] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:56.381825] [DEBUG] [FORECASTER] CI: Forecast T+1@11:T+2@11: DOWN (p=2.74%) [2025-10-09T00:03:56.382121] [INFO ] [FORECASTER] Completed predict_future for CI [2025-10-09T00:03:56.382270] [INFO ] [sig ] CI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:56.524146] [INFO ] [LOCAL ] Saved forecast: CI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CI.txt [2025-10-09T00:03:56.524404] [WARN ] [sig ] [417/2211] Failed CI after 0.2s | 4.41 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:56.524483] [INFO ] [sig ] [418/2211] Forecasting CIA... [2025-10-09T00:03:56.524554] [INFO ] [sig ] Generating forecast for: CIA [2025-10-09T00:03:56.524623] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIA' from 'https://tdm.silogroup.org/data/derivative_storage/CIA.csv'. [2025-10-09T00:03:56.535235] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CIA'. [2025-10-09T00:03:56.535548] [INFO ] [FORECASTER] Starting predict_future for CIA [2025-10-09T00:03:56.560865] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:56.561591] [DEBUG] [LOCAL ] No optimal features file found for CIA: ./output/feature-sets/CIA.txt [2025-10-09T00:03:56.561692] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:56.561764] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:56.561833] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:56.561932] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:56.579875] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:56.580455] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:56.580562] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:56.580631] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:56.616991] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:56.617090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:56.617131] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:56.617165] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:56.620337] [DEBUG] [FORECASTER] CIA: Forecast T+1@11:T+2@11: DOWN (p=23.18%) [2025-10-09T00:03:56.620611] [INFO ] [FORECASTER] Completed predict_future for CIA [2025-10-09T00:03:56.620787] [INFO ] [sig ] CIA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:56.766014] [INFO ] [LOCAL ] Saved forecast: CIA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CIA.txt [2025-10-09T00:03:56.766307] [WARN ] [sig ] [418/2211] Failed CIA after 0.2s | 4.41 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:56.766386] [INFO ] [sig ] [419/2211] Forecasting CIB... [2025-10-09T00:03:56.766456] [INFO ] [sig ] Generating forecast for: CIB [2025-10-09T00:03:56.766526] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIB' from 'https://tdm.silogroup.org/data/derivative_storage/CIB.csv'. [2025-10-09T00:03:56.778822] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CIB'. [2025-10-09T00:03:56.779276] [INFO ] [FORECASTER] Starting predict_future for CIB [2025-10-09T00:03:56.805126] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:56.805985] [DEBUG] [LOCAL ] No optimal features file found for CIB: ./output/feature-sets/CIB.txt [2025-10-09T00:03:56.806063] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:56.806135] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:56.806204] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:56.806304] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:56.824067] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:56.824697] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:56.824805] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:56.824874] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:56.862159] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:56.862258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:56.862298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:56.862331] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:56.865747] [DEBUG] [FORECASTER] CIB: Forecast T+1@11:T+2@11: UP (p=67.28%) [2025-10-09T00:03:56.866028] [INFO ] [FORECASTER] Completed predict_future for CIB [2025-10-09T00:03:56.866165] [INFO ] [sig ] CIB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:57.006971] [INFO ] [LOCAL ] Saved forecast: CIB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CIB.txt [2025-10-09T00:03:57.007268] [WARN ] [sig ] [419/2211] Failed CIB after 0.2s | 4.40 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:57.007348] [INFO ] [sig ] [420/2211] Forecasting CIEN... [2025-10-09T00:03:57.007416] [INFO ] [sig ] Generating forecast for: CIEN [2025-10-09T00:03:57.007487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIEN' from 'https://tdm.silogroup.org/data/derivative_storage/CIEN.csv'. [2025-10-09T00:03:57.012321] [WARN ] [REMOTE ] Historical data not found for symbol 'CIEN' (404). [2025-10-09T00:03:57.012511] [FATAL] [sig ] CIEN: No historical data fetched. [2025-10-09T00:03:57.012606] [WARN ] [sig ] [420/2211] Failed CIEN after 0.0s | 4.42 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:57.012700] [INFO ] [sig ] [421/2211] Forecasting CIF... [2025-10-09T00:03:57.012772] [INFO ] [sig ] Generating forecast for: CIF [2025-10-09T00:03:57.012841] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIF' from 'https://tdm.silogroup.org/data/derivative_storage/CIF.csv'. [2025-10-09T00:03:57.022747] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CIF'. [2025-10-09T00:03:57.023224] [INFO ] [FORECASTER] Starting predict_future for CIF [2025-10-09T00:03:57.050133] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:57.051082] [DEBUG] [LOCAL ] No optimal features file found for CIF: ./output/feature-sets/CIF.txt [2025-10-09T00:03:57.051166] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:57.051238] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:57.051308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:57.051408] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:57.069748] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:57.070565] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:57.070710] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:57.070783] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:57.113305] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:57.113536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:57.113587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:57.113639] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:57.117565] [DEBUG] [FORECASTER] CIF: Forecast T+1@11:T+2@11: DOWN (p=40.76%) [2025-10-09T00:03:57.117918] [INFO ] [FORECASTER] Completed predict_future for CIF [2025-10-09T00:03:57.118087] [INFO ] [sig ] CIF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:57.263859] [INFO ] [LOCAL ] Saved forecast: CIF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CIF.txt [2025-10-09T00:03:57.264173] [WARN ] [sig ] [421/2211] Failed CIF after 0.3s | 4.41 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:57.264270] [INFO ] [sig ] [422/2211] Forecasting CIG... [2025-10-09T00:03:57.264340] [INFO ] [sig ] Generating forecast for: CIG [2025-10-09T00:03:57.264394] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIG' from 'https://tdm.silogroup.org/data/derivative_storage/CIG.csv'. [2025-10-09T00:03:57.276274] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CIG'. [2025-10-09T00:03:57.276664] [INFO ] [FORECASTER] Starting predict_future for CIG [2025-10-09T00:03:57.302752] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:57.303558] [DEBUG] [LOCAL ] No optimal features file found for CIG: ./output/feature-sets/CIG.txt [2025-10-09T00:03:57.303637] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:57.303735] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:57.303805] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:57.303904] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:57.321590] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:57.322225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:57.322337] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:57.322407] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:57.357576] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:57.357761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:57.357821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:57.357857] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:57.361428] [DEBUG] [FORECASTER] CIG: Forecast T+1@11:T+2@11: DOWN (p=1.70%) [2025-10-09T00:03:57.361764] [INFO ] [FORECASTER] Completed predict_future for CIG [2025-10-09T00:03:57.361922] [INFO ] [sig ] CIG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:57.504694] [INFO ] [LOCAL ] Saved forecast: CIG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CIG.txt [2025-10-09T00:03:57.505015] [WARN ] [sig ] [422/2211] Failed CIG after 0.2s | 4.41 sym/s | Total: 1.6m | ETA: 6.8m [2025-10-09T00:03:57.505099] [INFO ] [sig ] [423/2211] Forecasting CII... [2025-10-09T00:03:57.505174] [INFO ] [sig ] Generating forecast for: CII [2025-10-09T00:03:57.505247] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CII' from 'https://tdm.silogroup.org/data/derivative_storage/CII.csv'. [2025-10-09T00:03:57.510360] [WARN ] [REMOTE ] Historical data not found for symbol 'CII' (404). [2025-10-09T00:03:57.510576] [FATAL] [sig ] CII: No historical data fetched. [2025-10-09T00:03:57.510693] [WARN ] [sig ] [423/2211] Failed CII after 0.0s | 4.42 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:57.510767] [INFO ] [sig ] [424/2211] Forecasting CIM... [2025-10-09T00:03:57.510837] [INFO ] [sig ] Generating forecast for: CIM [2025-10-09T00:03:57.510905] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIM' from 'https://tdm.silogroup.org/data/derivative_storage/CIM.csv'. [2025-10-09T00:03:57.514503] [WARN ] [REMOTE ] Historical data not found for symbol 'CIM' (404). [2025-10-09T00:03:57.514706] [FATAL] [sig ] CIM: No historical data fetched. [2025-10-09T00:03:57.514794] [WARN ] [sig ] [424/2211] Failed CIM after 0.0s | 4.43 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:57.514879] [INFO ] [sig ] [425/2211] Forecasting CIMN... [2025-10-09T00:03:57.514949] [INFO ] [sig ] Generating forecast for: CIMN [2025-10-09T00:03:57.515017] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIMN' from 'https://tdm.silogroup.org/data/derivative_storage/CIMN.csv'. [2025-10-09T00:03:57.523793] [DEBUG] [REMOTE ] Successfully parsed 1789 rows of historical data for symbol 'CIMN'. [2025-10-09T00:03:57.524105] [INFO ] [FORECASTER] Starting predict_future for CIMN [2025-10-09T00:03:57.549790] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:57.550778] [DEBUG] [LOCAL ] No optimal features file found for CIMN: ./output/feature-sets/CIMN.txt [2025-10-09T00:03:57.550856] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:57.550927] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:57.550995] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:57.551095] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:57.569790] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:57.570416] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:57.570525] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:57.570594] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:57.604161] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:57.604250] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:57.604290] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:57.604322] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:57.607632] [DEBUG] [FORECASTER] CIMN: Forecast T+1@11:T+2@11: UP (p=51.89%) [2025-10-09T00:03:57.607934] [INFO ] [FORECASTER] Completed predict_future for CIMN [2025-10-09T00:03:57.608073] [INFO ] [sig ] CIMN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:57.756370] [INFO ] [LOCAL ] Saved forecast: CIMN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CIMN.txt [2025-10-09T00:03:57.756688] [WARN ] [sig ] [425/2211] Failed CIMN after 0.2s | 4.43 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:57.756773] [INFO ] [sig ] [426/2211] Forecasting CINT... [2025-10-09T00:03:57.756843] [INFO ] [sig ] Generating forecast for: CINT [2025-10-09T00:03:57.756916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CINT' from 'https://tdm.silogroup.org/data/derivative_storage/CINT.csv'. [2025-10-09T00:03:57.767769] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CINT'. [2025-10-09T00:03:57.768143] [INFO ] [FORECASTER] Starting predict_future for CINT [2025-10-09T00:03:57.793369] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:57.794180] [DEBUG] [LOCAL ] No optimal features file found for CINT: ./output/feature-sets/CINT.txt [2025-10-09T00:03:57.794258] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:57.794330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:57.794398] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:57.794497] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:57.812037] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:57.812788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:57.812898] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:57.812971] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:57.843956] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:57.844125] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:57.844240] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:57.844303] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:57.847848] [DEBUG] [FORECASTER] CINT: Forecast T+1@11:T+2@11: DOWN (p=4.76%) [2025-10-09T00:03:57.848153] [INFO ] [FORECASTER] Completed predict_future for CINT [2025-10-09T00:03:57.848296] [INFO ] [sig ] CINT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:57.989170] [INFO ] [LOCAL ] Saved forecast: CINT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CINT.txt [2025-10-09T00:03:57.989473] [WARN ] [sig ] [426/2211] Failed CINT after 0.2s | 4.43 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:57.989553] [INFO ] [sig ] [427/2211] Forecasting CIO... [2025-10-09T00:03:57.989624] [INFO ] [sig ] Generating forecast for: CIO [2025-10-09T00:03:57.989721] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIO' from 'https://tdm.silogroup.org/data/derivative_storage/CIO.csv'. [2025-10-09T00:03:58.000622] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CIO'. [2025-10-09T00:03:58.001073] [INFO ] [FORECASTER] Starting predict_future for CIO [2025-10-09T00:03:58.027565] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:58.028507] [DEBUG] [LOCAL ] No optimal features file found for CIO: ./output/feature-sets/CIO.txt [2025-10-09T00:03:58.028589] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:58.028692] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:58.028772] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:58.028896] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:58.048366] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:58.049428] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:58.049547] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:58.049712] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:58.098684] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:58.098931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:58.099011] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:58.099071] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:58.104545] [DEBUG] [FORECASTER] CIO: Forecast T+1@11:T+2@11: UP (p=68.96%) [2025-10-09T00:03:58.104986] [INFO ] [FORECASTER] Completed predict_future for CIO [2025-10-09T00:03:58.105228] [INFO ] [sig ] CIO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:58.270741] [INFO ] [LOCAL ] Saved forecast: CIO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CIO.txt [2025-10-09T00:03:58.271073] [WARN ] [sig ] [427/2211] Failed CIO after 0.3s | 4.43 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:58.271172] [INFO ] [sig ] [428/2211] Forecasting CION... [2025-10-09T00:03:58.271247] [INFO ] [sig ] Generating forecast for: CION [2025-10-09T00:03:58.271321] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CION' from 'https://tdm.silogroup.org/data/derivative_storage/CION.csv'. [2025-10-09T00:03:58.276789] [WARN ] [REMOTE ] Historical data not found for symbol 'CION' (404). [2025-10-09T00:03:58.276999] [FATAL] [sig ] CION: No historical data fetched. [2025-10-09T00:03:58.277097] [WARN ] [sig ] [428/2211] Failed CION after 0.0s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:58.277172] [INFO ] [sig ] [429/2211] Forecasting CIVI... [2025-10-09T00:03:58.277241] [INFO ] [sig ] Generating forecast for: CIVI [2025-10-09T00:03:58.277312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIVI' from 'https://tdm.silogroup.org/data/derivative_storage/CIVI.csv'. [2025-10-09T00:03:58.286853] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CIVI'. [2025-10-09T00:03:58.287288] [INFO ] [FORECASTER] Starting predict_future for CIVI [2025-10-09T00:03:58.313296] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:58.314228] [DEBUG] [LOCAL ] No optimal features file found for CIVI: ./output/feature-sets/CIVI.txt [2025-10-09T00:03:58.314314] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:58.314387] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:58.314458] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:58.314559] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:58.333303] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:58.334198] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:58.334312] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:58.334382] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:58.372840] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:58.373079] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:58.373144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:58.373182] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:58.376961] [DEBUG] [FORECASTER] CIVI: Forecast T+1@11:T+2@11: DOWN (p=22.79%) [2025-10-09T00:03:58.377275] [INFO ] [FORECASTER] Completed predict_future for CIVI [2025-10-09T00:03:58.377424] [INFO ] [sig ] CIVI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:58.524352] [INFO ] [LOCAL ] Saved forecast: CIVI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CIVI.txt [2025-10-09T00:03:58.524625] [WARN ] [sig ] [429/2211] Failed CIVI after 0.2s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:58.524725] [INFO ] [sig ] [430/2211] Forecasting CL... [2025-10-09T00:03:58.524801] [INFO ] [sig ] Generating forecast for: CL [2025-10-09T00:03:58.524875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CL' from 'https://tdm.silogroup.org/data/derivative_storage/CL.csv'. [2025-10-09T00:03:58.535473] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CL'. [2025-10-09T00:03:58.535845] [INFO ] [FORECASTER] Starting predict_future for CL [2025-10-09T00:03:58.561594] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:58.562401] [DEBUG] [LOCAL ] No optimal features file found for CL: ./output/feature-sets/CL.txt [2025-10-09T00:03:58.562479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:58.562550] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:58.562600] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:58.562716] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:58.580195] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:58.580816] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:58.580919] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:58.580989] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:58.615186] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:58.615306] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:58.615349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:58.615383] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:58.618671] [DEBUG] [FORECASTER] CL: Forecast T+1@11:T+2@11: DOWN (p=1.09%) [2025-10-09T00:03:58.618964] [INFO ] [FORECASTER] Completed predict_future for CL [2025-10-09T00:03:58.619106] [INFO ] [sig ] CL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:58.760930] [INFO ] [LOCAL ] Saved forecast: CL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CL.txt [2025-10-09T00:03:58.761214] [WARN ] [sig ] [430/2211] Failed CL after 0.2s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:58.761301] [INFO ] [sig ] [431/2211] Forecasting CLB... [2025-10-09T00:03:58.761352] [INFO ] [sig ] Generating forecast for: CLB [2025-10-09T00:03:58.761394] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLB' from 'https://tdm.silogroup.org/data/derivative_storage/CLB.csv'. [2025-10-09T00:03:58.772581] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLB'. [2025-10-09T00:03:58.772911] [INFO ] [FORECASTER] Starting predict_future for CLB [2025-10-09T00:03:58.798788] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:58.799724] [DEBUG] [LOCAL ] No optimal features file found for CLB: ./output/feature-sets/CLB.txt [2025-10-09T00:03:58.799804] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:58.799875] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:58.799943] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:58.800039] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:58.817867] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:58.818479] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:58.818586] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:58.818677] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:58.853262] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:58.853399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:58.853444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:58.853477] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:58.856896] [DEBUG] [FORECASTER] CLB: Forecast T+1@11:T+2@11: DOWN (p=22.54%) [2025-10-09T00:03:58.857185] [INFO ] [FORECASTER] Completed predict_future for CLB [2025-10-09T00:03:58.857323] [INFO ] [sig ] CLB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:59.000806] [INFO ] [LOCAL ] Saved forecast: CLB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CLB.txt [2025-10-09T00:03:59.001086] [WARN ] [sig ] [431/2211] Failed CLB after 0.2s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:59.001165] [INFO ] [sig ] [432/2211] Forecasting CLCO... [2025-10-09T00:03:59.001211] [INFO ] [sig ] Generating forecast for: CLCO [2025-10-09T00:03:59.001277] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLCO' from 'https://tdm.silogroup.org/data/derivative_storage/CLCO.csv'. [2025-10-09T00:03:59.011850] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLCO'. [2025-10-09T00:03:59.012271] [INFO ] [FORECASTER] Starting predict_future for CLCO [2025-10-09T00:03:59.037732] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:59.038526] [DEBUG] [LOCAL ] No optimal features file found for CLCO: ./output/feature-sets/CLCO.txt [2025-10-09T00:03:59.038607] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:59.038702] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:59.038772] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:59.038872] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:59.056297] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:59.056961] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:59.057065] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:59.057134] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:59.094103] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:59.094283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:59.094328] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:59.094377] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:59.097830] [DEBUG] [FORECASTER] CLCO: Forecast T+1@11:T+2@11: UP (p=73.63%) [2025-10-09T00:03:59.098135] [INFO ] [FORECASTER] Completed predict_future for CLCO [2025-10-09T00:03:59.098278] [INFO ] [sig ] CLCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:59.254072] [INFO ] [LOCAL ] Saved forecast: CLCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CLCO.txt [2025-10-09T00:03:59.254353] [WARN ] [sig ] [432/2211] Failed CLCO after 0.3s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:59.254431] [INFO ] [sig ] [433/2211] Forecasting CLDT... [2025-10-09T00:03:59.254501] [INFO ] [sig ] Generating forecast for: CLDT [2025-10-09T00:03:59.254573] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLDT' from 'https://tdm.silogroup.org/data/derivative_storage/CLDT.csv'. [2025-10-09T00:03:59.265169] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLDT'. [2025-10-09T00:03:59.265469] [INFO ] [FORECASTER] Starting predict_future for CLDT [2025-10-09T00:03:59.291192] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:59.292024] [DEBUG] [LOCAL ] No optimal features file found for CLDT: ./output/feature-sets/CLDT.txt [2025-10-09T00:03:59.292101] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:59.292174] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:59.292242] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:59.292341] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:59.310006] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:59.310633] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:59.310760] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:59.310829] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:59.348971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:59.349112] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:59.349157] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:59.349190] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:59.352668] [DEBUG] [FORECASTER] CLDT: Forecast T+1@11:T+2@11: DOWN (p=3.60%) [2025-10-09T00:03:59.352960] [INFO ] [FORECASTER] Completed predict_future for CLDT [2025-10-09T00:03:59.353108] [INFO ] [sig ] CLDT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:03:59.523031] [INFO ] [LOCAL ] Saved forecast: CLDT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CLDT.txt [2025-10-09T00:03:59.523394] [WARN ] [sig ] [433/2211] Failed CLDT after 0.3s | 4.43 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:59.523491] [INFO ] [sig ] [434/2211] Forecasting CLF... [2025-10-09T00:03:59.523572] [INFO ] [sig ] Generating forecast for: CLF [2025-10-09T00:03:59.523695] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLF' from 'https://tdm.silogroup.org/data/derivative_storage/CLF.csv'. [2025-10-09T00:03:59.528596] [WARN ] [REMOTE ] Historical data not found for symbol 'CLF' (404). [2025-10-09T00:03:59.528846] [FATAL] [sig ] CLF: No historical data fetched. [2025-10-09T00:03:59.528961] [WARN ] [sig ] [434/2211] Failed CLF after 0.0s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:59.529047] [INFO ] [sig ] [435/2211] Forecasting CLH... [2025-10-09T00:03:59.529119] [INFO ] [sig ] Generating forecast for: CLH [2025-10-09T00:03:59.529190] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLH' from 'https://tdm.silogroup.org/data/derivative_storage/CLH.csv'. [2025-10-09T00:03:59.539750] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLH'. [2025-10-09T00:03:59.540184] [INFO ] [FORECASTER] Starting predict_future for CLH [2025-10-09T00:03:59.570778] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:59.571684] [DEBUG] [LOCAL ] No optimal features file found for CLH: ./output/feature-sets/CLH.txt [2025-10-09T00:03:59.571766] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:59.571840] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:59.571911] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:59.572014] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:59.593994] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:59.594911] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:59.595042] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:59.595137] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:59.641233] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:59.641486] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:59.641582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:59.641694] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:59.646088] [DEBUG] [FORECASTER] CLH: Forecast T+1@11:T+2@11: UP (p=66.49%) [2025-10-09T00:03:59.646405] [INFO ] [FORECASTER] Completed predict_future for CLH [2025-10-09T00:03:59.646575] [INFO ] [sig ] CLH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:03:59.801107] [INFO ] [LOCAL ] Saved forecast: CLH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CLH.txt [2025-10-09T00:03:59.801410] [WARN ] [sig ] [435/2211] Failed CLH after 0.3s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:03:59.801491] [INFO ] [sig ] [436/2211] Forecasting CLPR... [2025-10-09T00:03:59.801564] [INFO ] [sig ] Generating forecast for: CLPR [2025-10-09T00:03:59.801636] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLPR' from 'https://tdm.silogroup.org/data/derivative_storage/CLPR.csv'. [2025-10-09T00:03:59.813600] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLPR'. [2025-10-09T00:03:59.814108] [INFO ] [FORECASTER] Starting predict_future for CLPR [2025-10-09T00:03:59.842354] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:03:59.843193] [DEBUG] [LOCAL ] No optimal features file found for CLPR: ./output/feature-sets/CLPR.txt [2025-10-09T00:03:59.843273] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:03:59.843345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:03:59.843414] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:03:59.843514] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:03:59.861359] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:03:59.862039] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:03:59.862146] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:03:59.862214] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:03:59.896671] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:03:59.896839] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:03:59.896884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:03:59.896918] [INFO ] [FORECASTER] Training complete [2025-10-09T00:03:59.900398] [DEBUG] [FORECASTER] CLPR: Forecast T+1@11:T+2@11: DOWN (p=34.43%) [2025-10-09T00:03:59.900731] [INFO ] [FORECASTER] Completed predict_future for CLPR [2025-10-09T00:03:59.900898] [INFO ] [sig ] CLPR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:00.042956] [INFO ] [LOCAL ] Saved forecast: CLPR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CLPR.txt [2025-10-09T00:04:00.043298] [WARN ] [sig ] [436/2211] Failed CLPR after 0.2s | 4.44 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T00:04:00.043384] [INFO ] [sig ] [437/2211] Forecasting CLS... [2025-10-09T00:04:00.043458] [INFO ] [sig ] Generating forecast for: CLS [2025-10-09T00:04:00.043533] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLS' from 'https://tdm.silogroup.org/data/derivative_storage/CLS.csv'. [2025-10-09T00:04:00.048176] [WARN ] [REMOTE ] Historical data not found for symbol 'CLS' (404). [2025-10-09T00:04:00.048372] [FATAL] [sig ] CLS: No historical data fetched. [2025-10-09T00:04:00.048466] [WARN ] [sig ] [437/2211] Failed CLS after 0.0s | 4.45 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T00:04:00.048538] [INFO ] [sig ] [438/2211] Forecasting CLVT... [2025-10-09T00:04:00.048606] [INFO ] [sig ] Generating forecast for: CLVT [2025-10-09T00:04:00.048696] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLVT' from 'https://tdm.silogroup.org/data/derivative_storage/CLVT.csv'. [2025-10-09T00:04:00.058246] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLVT'. [2025-10-09T00:04:00.058624] [INFO ] [FORECASTER] Starting predict_future for CLVT [2025-10-09T00:04:00.084539] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:00.085352] [DEBUG] [LOCAL ] No optimal features file found for CLVT: ./output/feature-sets/CLVT.txt [2025-10-09T00:04:00.085433] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:00.085507] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:00.085576] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:00.085702] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:00.103661] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:00.104371] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:00.104482] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:00.104554] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:00.142287] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:00.142460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:00.142507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:00.142543] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:00.146105] [DEBUG] [FORECASTER] CLVT: Forecast T+1@11:T+2@11: DOWN (p=15.74%) [2025-10-09T00:04:00.146404] [INFO ] [FORECASTER] Completed predict_future for CLVT [2025-10-09T00:04:00.146549] [INFO ] [sig ] CLVT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:00.289541] [INFO ] [LOCAL ] Saved forecast: CLVT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CLVT.txt [2025-10-09T00:04:00.289954] [WARN ] [sig ] [438/2211] Failed CLVT after 0.2s | 4.45 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T00:04:00.290044] [INFO ] [sig ] [439/2211] Forecasting CLW... [2025-10-09T00:04:00.290127] [INFO ] [sig ] Generating forecast for: CLW [2025-10-09T00:04:00.290239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLW' from 'https://tdm.silogroup.org/data/derivative_storage/CLW.csv'. [2025-10-09T00:04:00.302990] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLW'. [2025-10-09T00:04:00.303568] [INFO ] [FORECASTER] Starting predict_future for CLW [2025-10-09T00:04:00.334776] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:00.335838] [DEBUG] [LOCAL ] No optimal features file found for CLW: ./output/feature-sets/CLW.txt [2025-10-09T00:04:00.335919] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:00.335991] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:00.336079] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:00.336192] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:00.357810] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:00.358466] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:00.358582] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:00.358677] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:00.408254] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:00.408442] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:00.408488] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:00.408522] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:00.412583] [DEBUG] [FORECASTER] CLW: Forecast T+1@11:T+2@11: DOWN (p=37.01%) [2025-10-09T00:04:00.413014] [INFO ] [FORECASTER] Completed predict_future for CLW [2025-10-09T00:04:00.413207] [INFO ] [sig ] CLW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:00.598332] [INFO ] [LOCAL ] Saved forecast: CLW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CLW.txt [2025-10-09T00:04:00.598607] [WARN ] [sig ] [439/2211] Failed CLW after 0.3s | 4.45 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T00:04:00.598711] [INFO ] [sig ] [440/2211] Forecasting CLX... [2025-10-09T00:04:00.598798] [INFO ] [sig ] Generating forecast for: CLX [2025-10-09T00:04:00.598902] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLX' from 'https://tdm.silogroup.org/data/derivative_storage/CLX.csv'. [2025-10-09T00:04:00.612363] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CLX'. [2025-10-09T00:04:00.612760] [INFO ] [FORECASTER] Starting predict_future for CLX [2025-10-09T00:04:00.644229] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:00.645174] [DEBUG] [LOCAL ] No optimal features file found for CLX: ./output/feature-sets/CLX.txt [2025-10-09T00:04:00.645254] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:00.645333] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:00.645425] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:00.645534] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:00.663528] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:00.664202] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:00.664333] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:00.664406] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:00.700830] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:00.700985] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:00.701028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:00.701061] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:00.704568] [DEBUG] [FORECASTER] CLX: Forecast T+1@11:T+2@11: UP (p=66.90%) [2025-10-09T00:04:00.704894] [INFO ] [FORECASTER] Completed predict_future for CLX [2025-10-09T00:04:00.705057] [INFO ] [sig ] CLX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:00.846799] [INFO ] [LOCAL ] Saved forecast: CLX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CLX.txt [2025-10-09T00:04:00.847104] [WARN ] [sig ] [440/2211] Failed CLX after 0.2s | 4.45 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T00:04:00.847183] [INFO ] [sig ] [441/2211] Forecasting CM... [2025-10-09T00:04:00.847255] [INFO ] [sig ] Generating forecast for: CM [2025-10-09T00:04:00.847327] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CM' from 'https://tdm.silogroup.org/data/derivative_storage/CM.csv'. [2025-10-09T00:04:00.859173] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CM'. [2025-10-09T00:04:00.859581] [INFO ] [FORECASTER] Starting predict_future for CM [2025-10-09T00:04:00.885149] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:00.886008] [DEBUG] [LOCAL ] No optimal features file found for CM: ./output/feature-sets/CM.txt [2025-10-09T00:04:00.886087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:00.886171] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:00.886254] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:00.886362] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:00.904141] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:00.904819] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:00.904926] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:00.904996] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:00.942784] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:00.942942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:00.942988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:00.943023] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:00.946751] [DEBUG] [FORECASTER] CM: Forecast T+1@11:T+2@11: DOWN (p=31.01%) [2025-10-09T00:04:00.947060] [INFO ] [FORECASTER] Completed predict_future for CM [2025-10-09T00:04:00.947218] [INFO ] [sig ] CM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:01.090427] [INFO ] [LOCAL ] Saved forecast: CM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CM.txt [2025-10-09T00:04:01.090722] [WARN ] [sig ] [441/2211] Failed CM after 0.2s | 4.45 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:01.090804] [INFO ] [sig ] [442/2211] Forecasting CMA... [2025-10-09T00:04:01.090876] [INFO ] [sig ] Generating forecast for: CMA [2025-10-09T00:04:01.090946] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMA' from 'https://tdm.silogroup.org/data/derivative_storage/CMA.csv'. [2025-10-09T00:04:01.101732] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMA'. [2025-10-09T00:04:01.102126] [INFO ] [FORECASTER] Starting predict_future for CMA [2025-10-09T00:04:01.127516] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:01.128327] [DEBUG] [LOCAL ] No optimal features file found for CMA: ./output/feature-sets/CMA.txt [2025-10-09T00:04:01.128406] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:01.128477] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:01.128545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:01.128666] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:01.148597] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:01.149743] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:01.149889] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:01.149984] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:01.200573] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:01.200830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:01.200885] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:01.200921] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:01.204697] [DEBUG] [FORECASTER] CMA: Forecast T+1@11:T+2@11: DOWN (p=5.75%) [2025-10-09T00:04:01.205081] [INFO ] [FORECASTER] Completed predict_future for CMA [2025-10-09T00:04:01.205248] [INFO ] [sig ] CMA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:01.350544] [INFO ] [LOCAL ] Saved forecast: CMA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMA.txt [2025-10-09T00:04:01.350903] [WARN ] [sig ] [442/2211] Failed CMA after 0.3s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:01.350985] [INFO ] [sig ] [443/2211] Forecasting CMBT... [2025-10-09T00:04:01.351055] [INFO ] [sig ] Generating forecast for: CMBT [2025-10-09T00:04:01.351128] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMBT' from 'https://tdm.silogroup.org/data/derivative_storage/CMBT.csv'. [2025-10-09T00:04:01.362532] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMBT'. [2025-10-09T00:04:01.363083] [INFO ] [FORECASTER] Starting predict_future for CMBT [2025-10-09T00:04:01.391518] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:01.392542] [DEBUG] [LOCAL ] No optimal features file found for CMBT: ./output/feature-sets/CMBT.txt [2025-10-09T00:04:01.392629] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:01.392725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:01.392795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:01.392898] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:01.411144] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:01.412160] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:01.412278] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:01.412352] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:01.450122] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:01.450363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:01.450415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:01.450450] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:01.454240] [DEBUG] [FORECASTER] CMBT: Forecast T+1@11:T+2@11: UP (p=87.73%) [2025-10-09T00:04:01.454592] [INFO ] [FORECASTER] Completed predict_future for CMBT [2025-10-09T00:04:01.454779] [INFO ] [sig ] CMBT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:01.601738] [INFO ] [LOCAL ] Saved forecast: CMBT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CMBT.txt [2025-10-09T00:04:01.602062] [WARN ] [sig ] [443/2211] Failed CMBT after 0.3s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:01.602143] [INFO ] [sig ] [444/2211] Forecasting CMC... [2025-10-09T00:04:01.602218] [INFO ] [sig ] Generating forecast for: CMC [2025-10-09T00:04:01.602289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMC' from 'https://tdm.silogroup.org/data/derivative_storage/CMC.csv'. [2025-10-09T00:04:01.613594] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMC'. [2025-10-09T00:04:01.614130] [INFO ] [FORECASTER] Starting predict_future for CMC [2025-10-09T00:04:01.640983] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:01.641910] [DEBUG] [LOCAL ] No optimal features file found for CMC: ./output/feature-sets/CMC.txt [2025-10-09T00:04:01.641991] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:01.642064] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:01.642134] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:01.642237] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:01.660013] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:01.660988] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:01.661112] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:01.661182] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:01.699034] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:01.699301] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:01.699367] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:01.699423] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:01.703242] [DEBUG] [FORECASTER] CMC: Forecast T+1@11:T+2@11: UP (p=75.33%) [2025-10-09T00:04:01.703617] [INFO ] [FORECASTER] Completed predict_future for CMC [2025-10-09T00:04:01.703822] [INFO ] [sig ] CMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:01.852203] [INFO ] [LOCAL ] Saved forecast: CMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CMC.txt [2025-10-09T00:04:01.852522] [WARN ] [sig ] [444/2211] Failed CMC after 0.3s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:01.852604] [INFO ] [sig ] [445/2211] Forecasting CMCM... [2025-10-09T00:04:01.852699] [INFO ] [sig ] Generating forecast for: CMCM [2025-10-09T00:04:01.852773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMCM' from 'https://tdm.silogroup.org/data/derivative_storage/CMCM.csv'. [2025-10-09T00:04:01.863500] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMCM'. [2025-10-09T00:04:01.863909] [INFO ] [FORECASTER] Starting predict_future for CMCM [2025-10-09T00:04:01.889506] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:01.890289] [DEBUG] [LOCAL ] No optimal features file found for CMCM: ./output/feature-sets/CMCM.txt [2025-10-09T00:04:01.890365] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:01.890436] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:01.890503] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:01.890600] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:01.908101] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:01.908710] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:01.908817] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:01.908886] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:01.948487] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:01.948596] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:01.948637] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:01.948723] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:01.951952] [DEBUG] [FORECASTER] CMCM: Forecast T+1@11:T+2@11: UP (p=76.46%) [2025-10-09T00:04:01.952228] [INFO ] [FORECASTER] Completed predict_future for CMCM [2025-10-09T00:04:01.952369] [INFO ] [sig ] CMCM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:02.093805] [INFO ] [LOCAL ] Saved forecast: CMCM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CMCM.txt [2025-10-09T00:04:02.094098] [WARN ] [sig ] [445/2211] Failed CMCM after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:02.094172] [INFO ] [sig ] [446/2211] Forecasting CMG... [2025-10-09T00:04:02.094243] [INFO ] [sig ] Generating forecast for: CMG [2025-10-09T00:04:02.094311] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMG' from 'https://tdm.silogroup.org/data/derivative_storage/CMG.csv'. [2025-10-09T00:04:02.104462] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMG'. [2025-10-09T00:04:02.104796] [INFO ] [FORECASTER] Starting predict_future for CMG [2025-10-09T00:04:02.130270] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:02.131042] [DEBUG] [LOCAL ] No optimal features file found for CMG: ./output/feature-sets/CMG.txt [2025-10-09T00:04:02.131119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:02.131190] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:02.131257] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:02.131377] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:02.148724] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:02.149343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:02.149450] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:02.149519] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:02.176557] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:02.176668] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:02.176734] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:02.176771] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:02.179887] [DEBUG] [FORECASTER] CMG: Forecast T+1@11:T+2@11: DOWN (p=28.72%) [2025-10-09T00:04:02.180157] [INFO ] [FORECASTER] Completed predict_future for CMG [2025-10-09T00:04:02.180286] [INFO ] [sig ] CMG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:02.320262] [INFO ] [LOCAL ] Saved forecast: CMG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMG.txt [2025-10-09T00:04:02.320519] [WARN ] [sig ] [446/2211] Failed CMG after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:02.320596] [INFO ] [sig ] [447/2211] Forecasting CMI... [2025-10-09T00:04:02.320698] [INFO ] [sig ] Generating forecast for: CMI [2025-10-09T00:04:02.320770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMI' from 'https://tdm.silogroup.org/data/derivative_storage/CMI.csv'. [2025-10-09T00:04:02.330803] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMI'. [2025-10-09T00:04:02.331104] [INFO ] [FORECASTER] Starting predict_future for CMI [2025-10-09T00:04:02.356624] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:02.357408] [DEBUG] [LOCAL ] No optimal features file found for CMI: ./output/feature-sets/CMI.txt [2025-10-09T00:04:02.357486] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:02.357556] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:02.357623] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:02.357745] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:02.375176] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:02.375792] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:02.375898] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:02.375967] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:02.410269] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:02.410390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:02.410432] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:02.410465] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:02.413597] [DEBUG] [FORECASTER] CMI: Forecast T+1@11:T+2@11: DOWN (p=11.86%) [2025-10-09T00:04:02.413902] [INFO ] [FORECASTER] Completed predict_future for CMI [2025-10-09T00:04:02.414051] [INFO ] [sig ] CMI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:02.553590] [INFO ] [LOCAL ] Saved forecast: CMI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMI.txt [2025-10-09T00:04:02.553854] [WARN ] [sig ] [447/2211] Failed CMI after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:02.553939] [INFO ] [sig ] [448/2211] Forecasting CMP... [2025-10-09T00:04:02.554008] [INFO ] [sig ] Generating forecast for: CMP [2025-10-09T00:04:02.554085] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMP' from 'https://tdm.silogroup.org/data/derivative_storage/CMP.csv'. [2025-10-09T00:04:02.564771] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMP'. [2025-10-09T00:04:02.565111] [INFO ] [FORECASTER] Starting predict_future for CMP [2025-10-09T00:04:02.590176] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:02.590963] [DEBUG] [LOCAL ] No optimal features file found for CMP: ./output/feature-sets/CMP.txt [2025-10-09T00:04:02.591040] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:02.591110] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:02.591180] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:02.591281] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:02.608562] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:02.609358] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:02.609470] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:02.609540] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:02.643324] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:02.643442] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:02.643484] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:02.643516] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:02.646836] [DEBUG] [FORECASTER] CMP: Forecast T+1@11:T+2@11: DOWN (p=40.23%) [2025-10-09T00:04:02.647117] [INFO ] [FORECASTER] Completed predict_future for CMP [2025-10-09T00:04:02.647254] [INFO ] [sig ] CMP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:02.878959] [INFO ] [LOCAL ] Saved forecast: CMP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMP.txt [2025-10-09T00:04:02.879215] [WARN ] [sig ] [448/2211] Failed CMP after 0.3s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:02.879315] [INFO ] [sig ] [449/2211] Forecasting CMPO... [2025-10-09T00:04:02.879384] [INFO ] [sig ] Generating forecast for: CMPO [2025-10-09T00:04:02.879455] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMPO' from 'https://tdm.silogroup.org/data/derivative_storage/CMPO.csv'. [2025-10-09T00:04:02.890147] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMPO'. [2025-10-09T00:04:02.890508] [INFO ] [FORECASTER] Starting predict_future for CMPO [2025-10-09T00:04:02.920922] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:02.922076] [DEBUG] [LOCAL ] No optimal features file found for CMPO: ./output/feature-sets/CMPO.txt [2025-10-09T00:04:02.922186] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:02.922279] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:02.922364] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:02.922495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:02.945021] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:02.945963] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:02.946084] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:02.946155] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:02.987295] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:02.987478] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:02.987525] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:02.987559] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:02.992430] [DEBUG] [FORECASTER] CMPO: Forecast T+1@11:T+2@11: DOWN (p=10.30%) [2025-10-09T00:04:02.992891] [INFO ] [FORECASTER] Completed predict_future for CMPO [2025-10-09T00:04:02.993142] [INFO ] [sig ] CMPO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:03.164761] [INFO ] [LOCAL ] Saved forecast: CMPO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMPO.txt [2025-10-09T00:04:03.165038] [WARN ] [sig ] [449/2211] Failed CMPO after 0.3s | 4.43 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:03.165174] [INFO ] [sig ] [450/2211] Forecasting CMRE... [2025-10-09T00:04:03.165274] [INFO ] [sig ] Generating forecast for: CMRE [2025-10-09T00:04:03.165365] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMRE' from 'https://tdm.silogroup.org/data/derivative_storage/CMRE.csv'. [2025-10-09T00:04:03.170488] [WARN ] [REMOTE ] Historical data not found for symbol 'CMRE' (404). [2025-10-09T00:04:03.170716] [FATAL] [sig ] CMRE: No historical data fetched. [2025-10-09T00:04:03.170814] [WARN ] [sig ] [450/2211] Failed CMRE after 0.0s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:03.170888] [INFO ] [sig ] [451/2211] Forecasting CMS... [2025-10-09T00:04:03.170981] [INFO ] [sig ] Generating forecast for: CMS [2025-10-09T00:04:03.171075] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMS' from 'https://tdm.silogroup.org/data/derivative_storage/CMS.csv'. [2025-10-09T00:04:03.180842] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMS'. [2025-10-09T00:04:03.181265] [INFO ] [FORECASTER] Starting predict_future for CMS [2025-10-09T00:04:03.211861] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:03.212875] [DEBUG] [LOCAL ] No optimal features file found for CMS: ./output/feature-sets/CMS.txt [2025-10-09T00:04:03.212970] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:03.213045] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:03.213116] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:03.213235] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:03.233701] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:03.234672] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:03.234791] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:03.234864] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:03.276998] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:03.277183] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:03.277234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:03.277271] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:03.281125] [DEBUG] [FORECASTER] CMS: Forecast T+1@11:T+2@11: DOWN (p=3.98%) [2025-10-09T00:04:03.281443] [INFO ] [FORECASTER] Completed predict_future for CMS [2025-10-09T00:04:03.281600] [INFO ] [sig ] CMS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:03.456356] [INFO ] [LOCAL ] Saved forecast: CMS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMS.txt [2025-10-09T00:04:03.456717] [WARN ] [sig ] [451/2211] Failed CMS after 0.3s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:03.456805] [INFO ] [sig ] [452/2211] Forecasting CMSA... [2025-10-09T00:04:03.456878] [INFO ] [sig ] Generating forecast for: CMSA [2025-10-09T00:04:03.456952] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMSA' from 'https://tdm.silogroup.org/data/derivative_storage/CMSA.csv'. [2025-10-09T00:04:03.468133] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'CMSA'. [2025-10-09T00:04:03.468544] [INFO ] [FORECASTER] Starting predict_future for CMSA [2025-10-09T00:04:03.498512] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:03.499677] [DEBUG] [LOCAL ] No optimal features file found for CMSA: ./output/feature-sets/CMSA.txt [2025-10-09T00:04:03.499759] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:03.499833] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:03.499902] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:03.500021] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:03.522504] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:03.523307] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:03.523422] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:03.523494] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:03.561851] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:03.562048] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:03.562113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:03.562150] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:03.565821] [DEBUG] [FORECASTER] CMSA: Forecast T+1@11:T+2@11: UP (p=84.86%) [2025-10-09T00:04:03.566127] [INFO ] [FORECASTER] Completed predict_future for CMSA [2025-10-09T00:04:03.566303] [INFO ] [sig ] CMSA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:03.741222] [INFO ] [LOCAL ] Saved forecast: CMSA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CMSA.txt [2025-10-09T00:04:03.741527] [WARN ] [sig ] [452/2211] Failed CMSA after 0.3s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:03.741608] [INFO ] [sig ] [453/2211] Forecasting CMSC... [2025-10-09T00:04:03.741702] [INFO ] [sig ] Generating forecast for: CMSC [2025-10-09T00:04:03.741778] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMSC' from 'https://tdm.silogroup.org/data/derivative_storage/CMSC.csv'. [2025-10-09T00:04:03.753344] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMSC'. [2025-10-09T00:04:03.753784] [INFO ] [FORECASTER] Starting predict_future for CMSC [2025-10-09T00:04:03.783690] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:03.784526] [DEBUG] [LOCAL ] No optimal features file found for CMSC: ./output/feature-sets/CMSC.txt [2025-10-09T00:04:03.784621] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:03.784731] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:03.784807] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:03.784929] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:03.805037] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:03.805817] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:03.805951] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:03.806032] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:03.842472] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:03.842664] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:03.842740] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:03.842779] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:03.846238] [DEBUG] [FORECASTER] CMSC: Forecast T+1@11:T+2@11: UP (p=83.17%) [2025-10-09T00:04:03.846539] [INFO ] [FORECASTER] Completed predict_future for CMSC [2025-10-09T00:04:03.846718] [INFO ] [sig ] CMSC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:04.002918] [INFO ] [LOCAL ] Saved forecast: CMSC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CMSC.txt [2025-10-09T00:04:04.003278] [WARN ] [sig ] [453/2211] Failed CMSC after 0.3s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:04.003383] [INFO ] [sig ] [454/2211] Forecasting CMSD... [2025-10-09T00:04:04.003459] [INFO ] [sig ] Generating forecast for: CMSD [2025-10-09T00:04:04.003547] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMSD' from 'https://tdm.silogroup.org/data/derivative_storage/CMSD.csv'. [2025-10-09T00:04:04.016633] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMSD'. [2025-10-09T00:04:04.017091] [INFO ] [FORECASTER] Starting predict_future for CMSD [2025-10-09T00:04:04.042766] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:04.043603] [DEBUG] [LOCAL ] No optimal features file found for CMSD: ./output/feature-sets/CMSD.txt [2025-10-09T00:04:04.043704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:04.043776] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:04.043842] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:04.043941] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:04.061935] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:04.062916] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:04.063034] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:04.063102] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:04.098321] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:04.098534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:04.098582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:04.098618] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:04.102337] [DEBUG] [FORECASTER] CMSD: Forecast T+1@11:T+2@11: DOWN (p=22.03%) [2025-10-09T00:04:04.102679] [INFO ] [FORECASTER] Completed predict_future for CMSD [2025-10-09T00:04:04.102843] [INFO ] [sig ] CMSD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:04.247611] [INFO ] [LOCAL ] Saved forecast: CMSD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMSD.txt [2025-10-09T00:04:04.247921] [WARN ] [sig ] [454/2211] Failed CMSD after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:04.247999] [INFO ] [sig ] [455/2211] Forecasting CMTG... [2025-10-09T00:04:04.248072] [INFO ] [sig ] Generating forecast for: CMTG [2025-10-09T00:04:04.248142] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMTG' from 'https://tdm.silogroup.org/data/derivative_storage/CMTG.csv'. [2025-10-09T00:04:04.259787] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMTG'. [2025-10-09T00:04:04.260214] [INFO ] [FORECASTER] Starting predict_future for CMTG [2025-10-09T00:04:04.285757] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:04.286597] [DEBUG] [LOCAL ] No optimal features file found for CMTG: ./output/feature-sets/CMTG.txt [2025-10-09T00:04:04.286710] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:04.286800] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:04.286887] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:04.287014] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:04.304723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:04.305434] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:04.305545] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:04.305614] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:04.351333] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:04.351531] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:04.351579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:04.351615] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:04.355366] [DEBUG] [FORECASTER] CMTG: Forecast T+1@11:T+2@11: DOWN (p=12.10%) [2025-10-09T00:04:04.355704] [INFO ] [FORECASTER] Completed predict_future for CMTG [2025-10-09T00:04:04.355865] [INFO ] [sig ] CMTG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:04.498203] [INFO ] [LOCAL ] Saved forecast: CMTG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMTG.txt [2025-10-09T00:04:04.498455] [WARN ] [sig ] [455/2211] Failed CMTG after 0.3s | 4.43 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:04.498534] [INFO ] [sig ] [456/2211] Forecasting CMU... [2025-10-09T00:04:04.498605] [INFO ] [sig ] Generating forecast for: CMU [2025-10-09T00:04:04.498697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMU' from 'https://tdm.silogroup.org/data/derivative_storage/CMU.csv'. [2025-10-09T00:04:04.508850] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CMU'. [2025-10-09T00:04:04.509145] [INFO ] [FORECASTER] Starting predict_future for CMU [2025-10-09T00:04:04.534600] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:04.535361] [DEBUG] [LOCAL ] No optimal features file found for CMU: ./output/feature-sets/CMU.txt [2025-10-09T00:04:04.535439] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:04.535510] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:04.535578] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:04.535696] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:04.553451] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:04.554061] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:04.554164] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:04.554234] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:04.589299] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:04.589402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:04.589442] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:04.589476] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:04.592620] [DEBUG] [FORECASTER] CMU: Forecast T+1@11:T+2@11: DOWN (p=20.30%) [2025-10-09T00:04:04.592933] [INFO ] [FORECASTER] Completed predict_future for CMU [2025-10-09T00:04:04.593082] [INFO ] [sig ] CMU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:04.734524] [INFO ] [LOCAL ] Saved forecast: CMU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CMU.txt [2025-10-09T00:04:04.734782] [WARN ] [sig ] [456/2211] Failed CMU after 0.2s | 4.43 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:04.734863] [INFO ] [sig ] [457/2211] Forecasting CNA... [2025-10-09T00:04:04.734933] [INFO ] [sig ] Generating forecast for: CNA [2025-10-09T00:04:04.735003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNA' from 'https://tdm.silogroup.org/data/derivative_storage/CNA.csv'. [2025-10-09T00:04:04.745909] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNA'. [2025-10-09T00:04:04.746217] [INFO ] [FORECASTER] Starting predict_future for CNA [2025-10-09T00:04:04.771467] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:04.772264] [DEBUG] [LOCAL ] No optimal features file found for CNA: ./output/feature-sets/CNA.txt [2025-10-09T00:04:04.772343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:04.772414] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:04.772482] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:04.772580] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:04.790404] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:04.791018] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:04.791125] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:04.791194] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:04.827901] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:04.828028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:04.828070] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:04.828122] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:04.831501] [DEBUG] [FORECASTER] CNA: Forecast T+1@11:T+2@11: DOWN (p=45.54%) [2025-10-09T00:04:04.831825] [INFO ] [FORECASTER] Completed predict_future for CNA [2025-10-09T00:04:04.831979] [INFO ] [sig ] CNA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:04.973150] [INFO ] [LOCAL ] Saved forecast: CNA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNA.txt [2025-10-09T00:04:04.973385] [WARN ] [sig ] [457/2211] Failed CNA after 0.2s | 4.43 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:04.973462] [INFO ] [sig ] [458/2211] Forecasting CNC... [2025-10-09T00:04:04.973533] [INFO ] [sig ] Generating forecast for: CNC [2025-10-09T00:04:04.973605] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNC' from 'https://tdm.silogroup.org/data/derivative_storage/CNC.csv'. [2025-10-09T00:04:04.987672] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNC'. [2025-10-09T00:04:04.987967] [INFO ] [FORECASTER] Starting predict_future for CNC [2025-10-09T00:04:05.013287] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:05.014112] [DEBUG] [LOCAL ] No optimal features file found for CNC: ./output/feature-sets/CNC.txt [2025-10-09T00:04:05.014190] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:05.014266] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:05.014334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:05.014433] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:05.032294] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:05.032913] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:05.033015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:05.033065] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:05.075016] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:05.075127] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:05.075168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:05.075202] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:05.078364] [DEBUG] [FORECASTER] CNC: Forecast T+1@11:T+2@11: DOWN (p=21.28%) [2025-10-09T00:04:05.078660] [INFO ] [FORECASTER] Completed predict_future for CNC [2025-10-09T00:04:05.078822] [INFO ] [sig ] CNC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:05.220230] [INFO ] [LOCAL ] Saved forecast: CNC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNC.txt [2025-10-09T00:04:05.220459] [WARN ] [sig ] [458/2211] Failed CNC after 0.2s | 4.43 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:05.220538] [INFO ] [sig ] [459/2211] Forecasting CNF... [2025-10-09T00:04:05.220609] [INFO ] [sig ] Generating forecast for: CNF [2025-10-09T00:04:05.220708] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNF' from 'https://tdm.silogroup.org/data/derivative_storage/CNF.csv'. [2025-10-09T00:04:05.231778] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNF'. [2025-10-09T00:04:05.232084] [INFO ] [FORECASTER] Starting predict_future for CNF [2025-10-09T00:04:05.257214] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:05.257991] [DEBUG] [LOCAL ] No optimal features file found for CNF: ./output/feature-sets/CNF.txt [2025-10-09T00:04:05.258069] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:05.258136] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:05.258200] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:05.258315] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:05.276143] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:05.276759] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:05.276864] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:05.276911] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:05.313054] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:05.313169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:05.313210] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:05.313244] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:05.316546] [DEBUG] [FORECASTER] CNF: Forecast T+1@11:T+2@11: UP (p=82.73%) [2025-10-09T00:04:05.316860] [INFO ] [FORECASTER] Completed predict_future for CNF [2025-10-09T00:04:05.317011] [INFO ] [sig ] CNF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:05.458304] [INFO ] [LOCAL ] Saved forecast: CNF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CNF.txt [2025-10-09T00:04:05.458536] [WARN ] [sig ] [459/2211] Failed CNF after 0.2s | 4.43 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:05.458613] [INFO ] [sig ] [460/2211] Forecasting CNH... [2025-10-09T00:04:05.458702] [INFO ] [sig ] Generating forecast for: CNH [2025-10-09T00:04:05.458780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNH' from 'https://tdm.silogroup.org/data/derivative_storage/CNH.csv'. [2025-10-09T00:04:05.476996] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNH'. [2025-10-09T00:04:05.477323] [INFO ] [FORECASTER] Starting predict_future for CNH [2025-10-09T00:04:05.502457] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:05.503213] [DEBUG] [LOCAL ] No optimal features file found for CNH: ./output/feature-sets/CNH.txt [2025-10-09T00:04:05.503290] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:05.503361] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:05.503429] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:05.503529] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:05.521210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:05.521848] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:05.521952] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:05.522021] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:05.557245] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:05.557340] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:05.557381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:05.557413] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:05.560539] [DEBUG] [FORECASTER] CNH: Forecast T+1@11:T+2@11: UP (p=98.00%) [2025-10-09T00:04:05.560841] [INFO ] [FORECASTER] Completed predict_future for CNH [2025-10-09T00:04:05.560987] [INFO ] [sig ] CNH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:05.701922] [INFO ] [LOCAL ] Saved forecast: CNH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CNH.txt [2025-10-09T00:04:05.702172] [WARN ] [sig ] [460/2211] Failed CNH after 0.2s | 4.43 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:05.702251] [INFO ] [sig ] [461/2211] Forecasting CNI... [2025-10-09T00:04:05.702297] [INFO ] [sig ] Generating forecast for: CNI [2025-10-09T00:04:05.702362] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNI' from 'https://tdm.silogroup.org/data/derivative_storage/CNI.csv'. [2025-10-09T00:04:05.707154] [WARN ] [REMOTE ] Historical data not found for symbol 'CNI' (404). [2025-10-09T00:04:05.707346] [FATAL] [sig ] CNI: No historical data fetched. [2025-10-09T00:04:05.707448] [WARN ] [sig ] [461/2211] Failed CNI after 0.0s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:05.707523] [INFO ] [sig ] [462/2211] Forecasting CNK... [2025-10-09T00:04:05.707592] [INFO ] [sig ] Generating forecast for: CNK [2025-10-09T00:04:05.707688] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNK' from 'https://tdm.silogroup.org/data/derivative_storage/CNK.csv'. [2025-10-09T00:04:05.717406] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNK'. [2025-10-09T00:04:05.717738] [INFO ] [FORECASTER] Starting predict_future for CNK [2025-10-09T00:04:05.742989] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:05.743785] [DEBUG] [LOCAL ] No optimal features file found for CNK: ./output/feature-sets/CNK.txt [2025-10-09T00:04:05.743862] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:05.743933] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:05.744001] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:05.744100] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:05.761834] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:05.762400] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:05.762506] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:05.762575] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:05.804217] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:05.804734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:05.804799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:05.804836] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:05.808223] [DEBUG] [FORECASTER] CNK: Forecast T+1@11:T+2@11: DOWN (p=22.10%) [2025-10-09T00:04:05.808513] [INFO ] [FORECASTER] Completed predict_future for CNK [2025-10-09T00:04:05.808677] [INFO ] [sig ] CNK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:05.950179] [INFO ] [LOCAL ] Saved forecast: CNK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNK.txt [2025-10-09T00:04:05.950425] [WARN ] [sig ] [462/2211] Failed CNK after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:05.950505] [INFO ] [sig ] [463/2211] Forecasting CNM... [2025-10-09T00:04:05.950575] [INFO ] [sig ] Generating forecast for: CNM [2025-10-09T00:04:05.950668] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNM' from 'https://tdm.silogroup.org/data/derivative_storage/CNM.csv'. [2025-10-09T00:04:05.963440] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNM'. [2025-10-09T00:04:05.963795] [INFO ] [FORECASTER] Starting predict_future for CNM [2025-10-09T00:04:05.988954] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:05.989766] [DEBUG] [LOCAL ] No optimal features file found for CNM: ./output/feature-sets/CNM.txt [2025-10-09T00:04:05.989845] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:05.989915] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:05.989958] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:05.990030] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:06.007421] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:06.008045] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:06.008151] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:06.008221] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:06.047063] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:06.047161] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:06.047201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:06.047248] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:06.050412] [DEBUG] [FORECASTER] CNM: Forecast T+1@11:T+2@11: DOWN (p=42.90%) [2025-10-09T00:04:06.050718] [INFO ] [FORECASTER] Completed predict_future for CNM [2025-10-09T00:04:06.050870] [INFO ] [sig ] CNM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:06.192753] [INFO ] [LOCAL ] Saved forecast: CNM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNM.txt [2025-10-09T00:04:06.192977] [WARN ] [sig ] [463/2211] Failed CNM after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:06.193055] [INFO ] [sig ] [464/2211] Forecasting CNMD... [2025-10-09T00:04:06.193125] [INFO ] [sig ] Generating forecast for: CNMD [2025-10-09T00:04:06.193196] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNMD' from 'https://tdm.silogroup.org/data/derivative_storage/CNMD.csv'. [2025-10-09T00:04:06.203533] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNMD'. [2025-10-09T00:04:06.203878] [INFO ] [FORECASTER] Starting predict_future for CNMD [2025-10-09T00:04:06.229143] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:06.229952] [DEBUG] [LOCAL ] No optimal features file found for CNMD: ./output/feature-sets/CNMD.txt [2025-10-09T00:04:06.230031] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:06.230102] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:06.230171] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:06.230269] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:06.247870] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:06.248440] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:06.248544] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:06.248614] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:06.285779] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:06.285868] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:06.285909] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:06.285942] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:06.289032] [DEBUG] [FORECASTER] CNMD: Forecast T+1@11:T+2@11: DOWN (p=34.22%) [2025-10-09T00:04:06.289372] [INFO ] [FORECASTER] Completed predict_future for CNMD [2025-10-09T00:04:06.289528] [INFO ] [sig ] CNMD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:06.430155] [INFO ] [LOCAL ] Saved forecast: CNMD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNMD.txt [2025-10-09T00:04:06.430390] [WARN ] [sig ] [464/2211] Failed CNMD after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:06.430468] [INFO ] [sig ] [465/2211] Forecasting CNNE... [2025-10-09T00:04:06.430538] [INFO ] [sig ] Generating forecast for: CNNE [2025-10-09T00:04:06.430611] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNNE' from 'https://tdm.silogroup.org/data/derivative_storage/CNNE.csv'. [2025-10-09T00:04:06.441220] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNNE'. [2025-10-09T00:04:06.441546] [INFO ] [FORECASTER] Starting predict_future for CNNE [2025-10-09T00:04:06.466717] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:06.467501] [DEBUG] [LOCAL ] No optimal features file found for CNNE: ./output/feature-sets/CNNE.txt [2025-10-09T00:04:06.467580] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:06.467673] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:06.467750] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:06.467864] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:06.485459] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:06.486068] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:06.486173] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:06.486243] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:06.525827] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:06.525951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:06.525994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:06.526027] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:06.529406] [DEBUG] [FORECASTER] CNNE: Forecast T+1@11:T+2@11: UP (p=53.72%) [2025-10-09T00:04:06.529720] [INFO ] [FORECASTER] Completed predict_future for CNNE [2025-10-09T00:04:06.529871] [INFO ] [sig ] CNNE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:06.672398] [INFO ] [LOCAL ] Saved forecast: CNNE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CNNE.txt [2025-10-09T00:04:06.672631] [WARN ] [sig ] [465/2211] Failed CNNE after 0.2s | 4.44 sym/s | Total: 1.7m | ETA: 6.6m [2025-10-09T00:04:06.672771] [INFO ] [sig ] [466/2211] Forecasting CNO... [2025-10-09T00:04:06.672843] [INFO ] [sig ] Generating forecast for: CNO [2025-10-09T00:04:06.672921] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNO' from 'https://tdm.silogroup.org/data/derivative_storage/CNO.csv'. [2025-10-09T00:04:06.683479] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNO'. [2025-10-09T00:04:06.683832] [INFO ] [FORECASTER] Starting predict_future for CNO [2025-10-09T00:04:06.709499] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:06.710300] [DEBUG] [LOCAL ] No optimal features file found for CNO: ./output/feature-sets/CNO.txt [2025-10-09T00:04:06.710397] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:06.710478] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:06.710547] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:06.710681] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:06.729106] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:06.729843] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:06.729952] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:06.730024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:06.766219] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:06.766319] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:06.766362] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:06.766396] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:06.769808] [DEBUG] [FORECASTER] CNO: Forecast T+1@11:T+2@11: DOWN (p=36.93%) [2025-10-09T00:04:06.770088] [INFO ] [FORECASTER] Completed predict_future for CNO [2025-10-09T00:04:06.770219] [INFO ] [sig ] CNO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:06.913108] [INFO ] [LOCAL ] Saved forecast: CNO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNO.txt [2025-10-09T00:04:06.913347] [WARN ] [sig ] [466/2211] Failed CNO after 0.2s | 4.44 sym/s | Total: 1.8m | ETA: 6.6m [2025-10-09T00:04:06.913424] [INFO ] [sig ] [467/2211] Forecasting CNP... [2025-10-09T00:04:06.913494] [INFO ] [sig ] Generating forecast for: CNP [2025-10-09T00:04:06.913566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNP' from 'https://tdm.silogroup.org/data/derivative_storage/CNP.csv'. [2025-10-09T00:04:06.924132] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNP'. [2025-10-09T00:04:06.924472] [INFO ] [FORECASTER] Starting predict_future for CNP [2025-10-09T00:04:06.950118] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:06.950926] [DEBUG] [LOCAL ] No optimal features file found for CNP: ./output/feature-sets/CNP.txt [2025-10-09T00:04:06.951004] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:06.951076] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:06.951143] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:06.951242] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:06.969196] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:06.969832] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:06.969936] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:06.970006] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:07.005917] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:07.006040] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:07.006083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:07.006115] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:07.009512] [DEBUG] [FORECASTER] CNP: Forecast T+1@11:T+2@11: DOWN (p=20.75%) [2025-10-09T00:04:07.009834] [INFO ] [FORECASTER] Completed predict_future for CNP [2025-10-09T00:04:07.009983] [INFO ] [sig ] CNP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:07.168031] [INFO ] [LOCAL ] Saved forecast: CNP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNP.txt [2025-10-09T00:04:07.168296] [WARN ] [sig ] [467/2211] Failed CNP after 0.3s | 4.44 sym/s | Total: 1.8m | ETA: 6.6m [2025-10-09T00:04:07.168373] [INFO ] [sig ] [468/2211] Forecasting CNQ... [2025-10-09T00:04:07.168424] [INFO ] [sig ] Generating forecast for: CNQ [2025-10-09T00:04:07.168487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNQ' from 'https://tdm.silogroup.org/data/derivative_storage/CNQ.csv'. [2025-10-09T00:04:07.179067] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNQ'. [2025-10-09T00:04:07.179512] [INFO ] [FORECASTER] Starting predict_future for CNQ [2025-10-09T00:04:07.206893] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:07.207728] [DEBUG] [LOCAL ] No optimal features file found for CNQ: ./output/feature-sets/CNQ.txt [2025-10-09T00:04:07.207808] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:07.207882] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:07.207950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:07.208051] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:07.226389] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:07.227040] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:07.227149] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:07.227200] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:07.263960] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:07.264060] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:07.264101] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:07.264134] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:07.267367] [DEBUG] [FORECASTER] CNQ: Forecast T+1@11:T+2@11: DOWN (p=1.22%) [2025-10-09T00:04:07.267662] [INFO ] [FORECASTER] Completed predict_future for CNQ [2025-10-09T00:04:07.267819] [INFO ] [sig ] CNQ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:07.409788] [INFO ] [LOCAL ] Saved forecast: CNQ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CNQ.txt [2025-10-09T00:04:07.410025] [WARN ] [sig ] [468/2211] Failed CNQ after 0.2s | 4.44 sym/s | Total: 1.8m | ETA: 6.6m [2025-10-09T00:04:07.410110] [INFO ] [sig ] [469/2211] Forecasting CNS... [2025-10-09T00:04:07.410182] [INFO ] [sig ] Generating forecast for: CNS [2025-10-09T00:04:07.410260] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNS' from 'https://tdm.silogroup.org/data/derivative_storage/CNS.csv'. [2025-10-09T00:04:07.420533] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CNS'. [2025-10-09T00:04:07.420928] [INFO ] [FORECASTER] Starting predict_future for CNS [2025-10-09T00:04:07.446517] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:07.447317] [DEBUG] [LOCAL ] No optimal features file found for CNS: ./output/feature-sets/CNS.txt [2025-10-09T00:04:07.447395] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:07.447466] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:07.447534] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:07.447633] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:07.466867] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:07.467492] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:07.467601] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:07.467694] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:07.504488] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:07.504680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:07.504752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:07.504790] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:07.508297] [DEBUG] [FORECASTER] CNS: Forecast T+1@11:T+2@11: UP (p=68.90%) [2025-10-09T00:04:07.508595] [INFO ] [FORECASTER] Completed predict_future for CNS [2025-10-09T00:04:07.508776] [INFO ] [sig ] CNS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:07.660261] [INFO ] [LOCAL ] Saved forecast: CNS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CNS.txt [2025-10-09T00:04:07.660547] [WARN ] [sig ] [469/2211] Failed CNS after 0.3s | 4.43 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:07.660626] [INFO ] [sig ] [470/2211] Forecasting CNX... [2025-10-09T00:04:07.660720] [INFO ] [sig ] Generating forecast for: CNX [2025-10-09T00:04:07.660794] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNX' from 'https://tdm.silogroup.org/data/derivative_storage/CNX.csv'. [2025-10-09T00:04:07.665634] [WARN ] [REMOTE ] Historical data not found for symbol 'CNX' (404). [2025-10-09T00:04:07.665838] [FATAL] [sig ] CNX: No historical data fetched. [2025-10-09T00:04:07.665925] [WARN ] [sig ] [470/2211] Failed CNX after 0.0s | 4.44 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:07.665999] [INFO ] [sig ] [471/2211] Forecasting CODI... [2025-10-09T00:04:07.666066] [INFO ] [sig ] Generating forecast for: CODI [2025-10-09T00:04:07.666135] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CODI' from 'https://tdm.silogroup.org/data/derivative_storage/CODI.csv'. [2025-10-09T00:04:07.675759] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CODI'. [2025-10-09T00:04:07.676081] [INFO ] [FORECASTER] Starting predict_future for CODI [2025-10-09T00:04:07.703163] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:07.704046] [DEBUG] [LOCAL ] No optimal features file found for CODI: ./output/feature-sets/CODI.txt [2025-10-09T00:04:07.704127] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:07.704198] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:07.704266] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:07.704398] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:07.724321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:07.725020] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:07.725130] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:07.725201] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:07.764008] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:07.764177] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:07.764239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:07.764276] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:07.767937] [DEBUG] [FORECASTER] CODI: Forecast T+1@11:T+2@11: UP (p=57.60%) [2025-10-09T00:04:07.768273] [INFO ] [FORECASTER] Completed predict_future for CODI [2025-10-09T00:04:07.768427] [INFO ] [sig ] CODI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:07.921787] [INFO ] [LOCAL ] Saved forecast: CODI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CODI.txt [2025-10-09T00:04:07.922099] [WARN ] [sig ] [471/2211] Failed CODI after 0.3s | 4.44 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:07.922179] [INFO ] [sig ] [472/2211] Forecasting COF... [2025-10-09T00:04:07.922252] [INFO ] [sig ] Generating forecast for: COF [2025-10-09T00:04:07.922325] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COF' from 'https://tdm.silogroup.org/data/derivative_storage/COF.csv'. [2025-10-09T00:04:07.934207] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'COF'. [2025-10-09T00:04:07.934616] [INFO ] [FORECASTER] Starting predict_future for COF [2025-10-09T00:04:07.961381] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:07.962317] [DEBUG] [LOCAL ] No optimal features file found for COF: ./output/feature-sets/COF.txt [2025-10-09T00:04:07.962401] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:07.962495] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:07.962579] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:07.962728] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:07.980914] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:07.981600] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:07.981733] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:07.981822] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:08.013397] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:08.013596] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:08.013666] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:08.013733] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:08.017319] [DEBUG] [FORECASTER] COF: Forecast T+1@11:T+2@11: UP (p=86.02%) [2025-10-09T00:04:08.017625] [INFO ] [FORECASTER] Completed predict_future for COF [2025-10-09T00:04:08.017806] [INFO ] [sig ] COF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:08.161318] [INFO ] [LOCAL ] Saved forecast: COF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/COF.txt [2025-10-09T00:04:08.161602] [WARN ] [sig ] [472/2211] Failed COF after 0.2s | 4.44 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.161712] [INFO ] [sig ] [473/2211] Forecasting COHR... [2025-10-09T00:04:08.161800] [INFO ] [sig ] Generating forecast for: COHR [2025-10-09T00:04:08.161891] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COHR' from 'https://tdm.silogroup.org/data/derivative_storage/COHR.csv'. [2025-10-09T00:04:08.173544] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'COHR'. [2025-10-09T00:04:08.173892] [INFO ] [FORECASTER] Starting predict_future for COHR [2025-10-09T00:04:08.199541] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:08.200289] [DEBUG] [LOCAL ] No optimal features file found for COHR: ./output/feature-sets/COHR.txt [2025-10-09T00:04:08.200386] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:08.200474] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:08.200545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:08.200668] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:08.218197] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:08.218802] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:08.218907] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:08.218979] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:08.267124] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:08.267225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:08.267265] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:08.267297] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:08.270513] [DEBUG] [FORECASTER] COHR: Forecast T+1@11:T+2@11: UP (p=72.02%) [2025-10-09T00:04:08.270837] [INFO ] [FORECASTER] Completed predict_future for COHR [2025-10-09T00:04:08.271008] [INFO ] [sig ] COHR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:08.412719] [INFO ] [LOCAL ] Saved forecast: COHR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/COHR.txt [2025-10-09T00:04:08.412935] [WARN ] [sig ] [473/2211] Failed COHR after 0.3s | 4.44 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.413013] [INFO ] [sig ] [474/2211] Forecasting COLD... [2025-10-09T00:04:08.413160] [INFO ] [sig ] Generating forecast for: COLD [2025-10-09T00:04:08.413300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COLD' from 'https://tdm.silogroup.org/data/derivative_storage/COLD.csv'. [2025-10-09T00:04:08.424976] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'COLD'. [2025-10-09T00:04:08.425418] [INFO ] [FORECASTER] Starting predict_future for COLD [2025-10-09T00:04:08.451028] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:08.451846] [DEBUG] [LOCAL ] No optimal features file found for COLD: ./output/feature-sets/COLD.txt [2025-10-09T00:04:08.451924] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:08.451995] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:08.452064] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:08.452163] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:08.469613] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:08.470230] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:08.470349] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:08.470434] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:08.508536] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:08.508714] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:08.508778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:08.508813] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:08.512187] [DEBUG] [FORECASTER] COLD: Forecast T+1@11:T+2@11: DOWN (p=31.31%) [2025-10-09T00:04:08.512484] [INFO ] [FORECASTER] Completed predict_future for COLD [2025-10-09T00:04:08.512632] [INFO ] [sig ] COLD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:08.667363] [INFO ] [LOCAL ] Saved forecast: COLD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/COLD.txt [2025-10-09T00:04:08.667727] [WARN ] [sig ] [474/2211] Failed COLD after 0.3s | 4.44 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.667813] [INFO ] [sig ] [475/2211] Forecasting COMP... [2025-10-09T00:04:08.667884] [INFO ] [sig ] Generating forecast for: COMP [2025-10-09T00:04:08.667957] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COMP' from 'https://tdm.silogroup.org/data/derivative_storage/COMP.csv'. [2025-10-09T00:04:08.673368] [WARN ] [REMOTE ] Historical data not found for symbol 'COMP' (404). [2025-10-09T00:04:08.673608] [FATAL] [sig ] COMP: No historical data fetched. [2025-10-09T00:04:08.673732] [WARN ] [sig ] [475/2211] Failed COMP after 0.0s | 4.45 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.673807] [INFO ] [sig ] [476/2211] Forecasting CON... [2025-10-09T00:04:08.673878] [INFO ] [sig ] Generating forecast for: CON [2025-10-09T00:04:08.673956] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CON' from 'https://tdm.silogroup.org/data/derivative_storage/CON.csv'. [2025-10-09T00:04:08.678145] [WARN ] [REMOTE ] Historical data not found for symbol 'CON' (404). [2025-10-09T00:04:08.678379] [FATAL] [sig ] CON: No historical data fetched. [2025-10-09T00:04:08.678491] [WARN ] [sig ] [476/2211] Failed CON after 0.0s | 4.46 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.678567] [INFO ] [sig ] [477/2211] Forecasting COOK... [2025-10-09T00:04:08.678638] [INFO ] [sig ] Generating forecast for: COOK [2025-10-09T00:04:08.678733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COOK' from 'https://tdm.silogroup.org/data/derivative_storage/COOK.csv'. [2025-10-09T00:04:08.682758] [WARN ] [REMOTE ] Historical data not found for symbol 'COOK' (404). [2025-10-09T00:04:08.682970] [FATAL] [sig ] COOK: No historical data fetched. [2025-10-09T00:04:08.683064] [WARN ] [sig ] [477/2211] Failed COOK after 0.0s | 4.47 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.683141] [INFO ] [sig ] [478/2211] Forecasting COP... [2025-10-09T00:04:08.683214] [INFO ] [sig ] Generating forecast for: COP [2025-10-09T00:04:08.683286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COP' from 'https://tdm.silogroup.org/data/derivative_storage/COP.csv'. [2025-10-09T00:04:08.687402] [WARN ] [REMOTE ] Historical data not found for symbol 'COP' (404). [2025-10-09T00:04:08.687706] [FATAL] [sig ] COP: No historical data fetched. [2025-10-09T00:04:08.687801] [WARN ] [sig ] [478/2211] Failed COP after 0.0s | 4.48 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.687876] [INFO ] [sig ] [479/2211] Forecasting COR... [2025-10-09T00:04:08.687949] [INFO ] [sig ] Generating forecast for: COR [2025-10-09T00:04:08.688019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COR' from 'https://tdm.silogroup.org/data/derivative_storage/COR.csv'. [2025-10-09T00:04:08.698389] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'COR'. [2025-10-09T00:04:08.698929] [INFO ] [FORECASTER] Starting predict_future for COR [2025-10-09T00:04:08.727841] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:08.728667] [DEBUG] [LOCAL ] No optimal features file found for COR: ./output/feature-sets/COR.txt [2025-10-09T00:04:08.728746] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:08.728817] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:08.728885] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:08.728984] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:08.746339] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:08.746963] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:08.747067] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:08.747136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:08.787229] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:08.787383] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:08.787428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:08.787462] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:08.790860] [DEBUG] [FORECASTER] COR: Forecast T+1@11:T+2@11: UP (p=55.62%) [2025-10-09T00:04:08.791156] [INFO ] [FORECASTER] Completed predict_future for COR [2025-10-09T00:04:08.791299] [INFO ] [sig ] COR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:08.938805] [INFO ] [LOCAL ] Saved forecast: COR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/COR.txt [2025-10-09T00:04:08.939095] [WARN ] [sig ] [479/2211] Failed COR after 0.3s | 4.47 sym/s | Total: 1.8m | ETA: 6.5m [2025-10-09T00:04:08.939176] [INFO ] [sig ] [480/2211] Forecasting COTY... [2025-10-09T00:04:08.939269] [INFO ] [sig ] Generating forecast for: COTY [2025-10-09T00:04:08.939356] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COTY' from 'https://tdm.silogroup.org/data/derivative_storage/COTY.csv'. [2025-10-09T00:04:08.944911] [WARN ] [REMOTE ] Historical data not found for symbol 'COTY' (404). [2025-10-09T00:04:08.945106] [FATAL] [sig ] COTY: No historical data fetched. [2025-10-09T00:04:08.945195] [WARN ] [sig ] [480/2211] Failed COTY after 0.0s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:08.945268] [INFO ] [sig ] [481/2211] Forecasting COUR... [2025-10-09T00:04:08.945337] [INFO ] [sig ] Generating forecast for: COUR [2025-10-09T00:04:08.945405] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COUR' from 'https://tdm.silogroup.org/data/derivative_storage/COUR.csv'. [2025-10-09T00:04:08.955206] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'COUR'. [2025-10-09T00:04:08.955677] [INFO ] [FORECASTER] Starting predict_future for COUR [2025-10-09T00:04:08.981150] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:08.982059] [DEBUG] [LOCAL ] No optimal features file found for COUR: ./output/feature-sets/COUR.txt [2025-10-09T00:04:08.982138] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:08.982210] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:08.982278] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:08.982360] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:08.999983] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:09.000774] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:09.000886] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:09.000956] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:09.041472] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:09.041712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:09.041782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:09.041822] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:09.045416] [DEBUG] [FORECASTER] COUR: Forecast T+1@11:T+2@11: UP (p=90.01%) [2025-10-09T00:04:09.045766] [INFO ] [FORECASTER] Completed predict_future for COUR [2025-10-09T00:04:09.045923] [INFO ] [sig ] COUR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:09.189178] [INFO ] [LOCAL ] Saved forecast: COUR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/COUR.txt [2025-10-09T00:04:09.189481] [WARN ] [sig ] [481/2211] Failed COUR after 0.2s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:09.189562] [INFO ] [sig ] [482/2211] Forecasting CP... [2025-10-09T00:04:09.189634] [INFO ] [sig ] Generating forecast for: CP [2025-10-09T00:04:09.189731] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CP' from 'https://tdm.silogroup.org/data/derivative_storage/CP.csv'. [2025-10-09T00:04:09.195058] [WARN ] [REMOTE ] Historical data not found for symbol 'CP' (404). [2025-10-09T00:04:09.195243] [FATAL] [sig ] CP: No historical data fetched. [2025-10-09T00:04:09.195334] [WARN ] [sig ] [482/2211] Failed CP after 0.0s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:09.195414] [INFO ] [sig ] [483/2211] Forecasting CPA... [2025-10-09T00:04:09.195483] [INFO ] [sig ] Generating forecast for: CPA [2025-10-09T00:04:09.195551] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPA' from 'https://tdm.silogroup.org/data/derivative_storage/CPA.csv'. [2025-10-09T00:04:09.205370] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPA'. [2025-10-09T00:04:09.205769] [INFO ] [FORECASTER] Starting predict_future for CPA [2025-10-09T00:04:09.231126] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:09.231918] [DEBUG] [LOCAL ] No optimal features file found for CPA: ./output/feature-sets/CPA.txt [2025-10-09T00:04:09.231996] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:09.232068] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:09.232136] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:09.232235] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:09.249932] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:09.250629] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:09.250761] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:09.250830] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:09.288046] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:09.288248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:09.288296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:09.288331] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:09.292003] [DEBUG] [FORECASTER] CPA: Forecast T+1@11:T+2@11: DOWN (p=0.60%) [2025-10-09T00:04:09.292303] [INFO ] [FORECASTER] Completed predict_future for CPA [2025-10-09T00:04:09.292453] [INFO ] [sig ] CPA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:09.434486] [INFO ] [LOCAL ] Saved forecast: CPA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CPA.txt [2025-10-09T00:04:09.434808] [WARN ] [sig ] [483/2211] Failed CPA after 0.2s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:09.434889] [INFO ] [sig ] [484/2211] Forecasting CPAY... [2025-10-09T00:04:09.434961] [INFO ] [sig ] Generating forecast for: CPAY [2025-10-09T00:04:09.435031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPAY' from 'https://tdm.silogroup.org/data/derivative_storage/CPAY.csv'. [2025-10-09T00:04:09.446229] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPAY'. [2025-10-09T00:04:09.446763] [INFO ] [FORECASTER] Starting predict_future for CPAY [2025-10-09T00:04:09.473452] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:09.474391] [DEBUG] [LOCAL ] No optimal features file found for CPAY: ./output/feature-sets/CPAY.txt [2025-10-09T00:04:09.474480] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:09.474554] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:09.474627] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:09.474753] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:09.493504] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:09.494382] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:09.494503] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:09.494576] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:09.533397] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:09.533534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:09.533576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:09.533610] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:09.537033] [DEBUG] [FORECASTER] CPAY: Forecast T+1@11:T+2@11: DOWN (p=8.92%) [2025-10-09T00:04:09.537326] [INFO ] [FORECASTER] Completed predict_future for CPAY [2025-10-09T00:04:09.537463] [INFO ] [sig ] CPAY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:09.682248] [INFO ] [LOCAL ] Saved forecast: CPAY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CPAY.txt [2025-10-09T00:04:09.682560] [WARN ] [sig ] [484/2211] Failed CPAY after 0.2s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:09.682661] [INFO ] [sig ] [485/2211] Forecasting CPF... [2025-10-09T00:04:09.682731] [INFO ] [sig ] Generating forecast for: CPF [2025-10-09T00:04:09.682799] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPF' from 'https://tdm.silogroup.org/data/derivative_storage/CPF.csv'. [2025-10-09T00:04:09.694116] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPF'. [2025-10-09T00:04:09.694560] [INFO ] [FORECASTER] Starting predict_future for CPF [2025-10-09T00:04:09.720630] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:09.721528] [DEBUG] [LOCAL ] No optimal features file found for CPF: ./output/feature-sets/CPF.txt [2025-10-09T00:04:09.721608] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:09.721702] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:09.721771] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:09.721869] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:09.739864] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:09.740545] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:09.740681] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:09.740754] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:09.784293] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:09.784476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:09.784522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:09.784556] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:09.788053] [DEBUG] [FORECASTER] CPF: Forecast T+1@11:T+2@11: UP (p=71.20%) [2025-10-09T00:04:09.788349] [INFO ] [FORECASTER] Completed predict_future for CPF [2025-10-09T00:04:09.788494] [INFO ] [sig ] CPF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:09.938403] [INFO ] [LOCAL ] Saved forecast: CPF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CPF.txt [2025-10-09T00:04:09.938797] [WARN ] [sig ] [485/2211] Failed CPF after 0.3s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:09.938891] [INFO ] [sig ] [486/2211] Forecasting CPK... [2025-10-09T00:04:09.938944] [INFO ] [sig ] Generating forecast for: CPK [2025-10-09T00:04:09.939007] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPK' from 'https://tdm.silogroup.org/data/derivative_storage/CPK.csv'. [2025-10-09T00:04:09.951006] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPK'. [2025-10-09T00:04:09.951340] [INFO ] [FORECASTER] Starting predict_future for CPK [2025-10-09T00:04:09.977250] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:09.978128] [DEBUG] [LOCAL ] No optimal features file found for CPK: ./output/feature-sets/CPK.txt [2025-10-09T00:04:09.978209] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:09.978299] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:09.978367] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:09.978465] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:09.995849] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:09.996514] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:09.996625] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:09.996723] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:10.039700] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:10.039930] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:10.039980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:10.040015] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:10.043804] [DEBUG] [FORECASTER] CPK: Forecast T+1@11:T+2@11: DOWN (p=29.36%) [2025-10-09T00:04:10.044208] [INFO ] [FORECASTER] Completed predict_future for CPK [2025-10-09T00:04:10.044380] [INFO ] [sig ] CPK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:10.202312] [INFO ] [LOCAL ] Saved forecast: CPK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CPK.txt [2025-10-09T00:04:10.202635] [WARN ] [sig ] [486/2211] Failed CPK after 0.3s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:10.202746] [INFO ] [sig ] [487/2211] Forecasting CPNG... [2025-10-09T00:04:10.202820] [INFO ] [sig ] Generating forecast for: CPNG [2025-10-09T00:04:10.202896] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPNG' from 'https://tdm.silogroup.org/data/derivative_storage/CPNG.csv'. [2025-10-09T00:04:10.215268] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPNG'. [2025-10-09T00:04:10.215818] [INFO ] [FORECASTER] Starting predict_future for CPNG [2025-10-09T00:04:10.243823] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:10.244848] [DEBUG] [LOCAL ] No optimal features file found for CPNG: ./output/feature-sets/CPNG.txt [2025-10-09T00:04:10.244936] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:10.245010] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:10.245081] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:10.245182] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:10.264370] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:10.265343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:10.265478] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:10.265562] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:10.320091] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:10.320312] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:10.320379] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:10.320467] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:10.324470] [DEBUG] [FORECASTER] CPNG: Forecast T+1@11:T+2@11: DOWN (p=19.68%) [2025-10-09T00:04:10.324870] [INFO ] [FORECASTER] Completed predict_future for CPNG [2025-10-09T00:04:10.325046] [INFO ] [sig ] CPNG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:10.482365] [INFO ] [LOCAL ] Saved forecast: CPNG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CPNG.txt [2025-10-09T00:04:10.482670] [WARN ] [sig ] [487/2211] Failed CPNG after 0.3s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:10.482765] [INFO ] [sig ] [488/2211] Forecasting CPRI... [2025-10-09T00:04:10.482841] [INFO ] [sig ] Generating forecast for: CPRI [2025-10-09T00:04:10.482917] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPRI' from 'https://tdm.silogroup.org/data/derivative_storage/CPRI.csv'. [2025-10-09T00:04:10.496317] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPRI'. [2025-10-09T00:04:10.496927] [INFO ] [FORECASTER] Starting predict_future for CPRI [2025-10-09T00:04:10.525703] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:10.526779] [DEBUG] [LOCAL ] No optimal features file found for CPRI: ./output/feature-sets/CPRI.txt [2025-10-09T00:04:10.526867] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:10.526947] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:10.527019] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:10.527125] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:10.546369] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:10.547247] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:10.547375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:10.547447] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:10.595865] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:10.596166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:10.596224] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:10.596264] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:10.600882] [DEBUG] [FORECASTER] CPRI: Forecast T+1@11:T+2@11: UP (p=67.59%) [2025-10-09T00:04:10.601240] [INFO ] [FORECASTER] Completed predict_future for CPRI [2025-10-09T00:04:10.601419] [INFO ] [sig ] CPRI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:10.761013] [INFO ] [LOCAL ] Saved forecast: CPRI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CPRI.txt [2025-10-09T00:04:10.761500] [WARN ] [sig ] [488/2211] Failed CPRI after 0.3s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:10.761590] [INFO ] [sig ] [489/2211] Forecasting CPS... [2025-10-09T00:04:10.761695] [INFO ] [sig ] Generating forecast for: CPS [2025-10-09T00:04:10.761784] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPS' from 'https://tdm.silogroup.org/data/derivative_storage/CPS.csv'. [2025-10-09T00:04:10.775196] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPS'. [2025-10-09T00:04:10.775745] [INFO ] [FORECASTER] Starting predict_future for CPS [2025-10-09T00:04:10.804426] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:10.805457] [DEBUG] [LOCAL ] No optimal features file found for CPS: ./output/feature-sets/CPS.txt [2025-10-09T00:04:10.805544] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:10.805624] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:10.805744] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:10.805856] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:10.824211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:10.825339] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:10.825474] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:10.825548] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:10.876308] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:10.876679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:10.876765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:10.876813] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:10.881570] [DEBUG] [FORECASTER] CPS: Forecast T+1@11:T+2@11: UP (p=87.25%) [2025-10-09T00:04:10.882179] [INFO ] [FORECASTER] Completed predict_future for CPS [2025-10-09T00:04:10.882418] [INFO ] [sig ] CPS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:11.050099] [INFO ] [LOCAL ] Saved forecast: CPS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CPS.txt [2025-10-09T00:04:11.050534] [WARN ] [sig ] [489/2211] Failed CPS after 0.3s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:11.050629] [INFO ] [sig ] [490/2211] Forecasting CPT... [2025-10-09T00:04:11.050747] [INFO ] [sig ] Generating forecast for: CPT [2025-10-09T00:04:11.050852] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPT' from 'https://tdm.silogroup.org/data/derivative_storage/CPT.csv'. [2025-10-09T00:04:11.062556] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CPT'. [2025-10-09T00:04:11.063170] [INFO ] [FORECASTER] Starting predict_future for CPT [2025-10-09T00:04:11.090893] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:11.091856] [DEBUG] [LOCAL ] No optimal features file found for CPT: ./output/feature-sets/CPT.txt [2025-10-09T00:04:11.091938] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:11.092028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:11.092112] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:11.092216] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:11.110933] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:11.111960] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:11.112087] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:11.112160] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:11.159295] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:11.159551] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:11.159607] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:11.159676] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:11.164091] [DEBUG] [FORECASTER] CPT: Forecast T+1@11:T+2@11: UP (p=72.23%) [2025-10-09T00:04:11.164431] [INFO ] [FORECASTER] Completed predict_future for CPT [2025-10-09T00:04:11.164589] [INFO ] [sig ] CPT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:11.318287] [INFO ] [LOCAL ] Saved forecast: CPT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CPT.txt [2025-10-09T00:04:11.318622] [WARN ] [sig ] [490/2211] Failed CPT after 0.3s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:11.318731] [INFO ] [sig ] [491/2211] Forecasting CQP... [2025-10-09T00:04:11.318817] [INFO ] [sig ] Generating forecast for: CQP [2025-10-09T00:04:11.318903] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CQP' from 'https://tdm.silogroup.org/data/derivative_storage/CQP.csv'. [2025-10-09T00:04:11.330064] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CQP'. [2025-10-09T00:04:11.330511] [INFO ] [FORECASTER] Starting predict_future for CQP [2025-10-09T00:04:11.357456] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:11.358479] [DEBUG] [LOCAL ] No optimal features file found for CQP: ./output/feature-sets/CQP.txt [2025-10-09T00:04:11.358573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:11.358670] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:11.358758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:11.358903] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:11.377152] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:11.378248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:11.378375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:11.378476] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:11.417127] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:11.417318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:11.417365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:11.417398] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:11.420846] [DEBUG] [FORECASTER] CQP: Forecast T+1@11:T+2@11: DOWN (p=11.48%) [2025-10-09T00:04:11.421148] [INFO ] [FORECASTER] Completed predict_future for CQP [2025-10-09T00:04:11.421291] [INFO ] [sig ] CQP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:11.561123] [INFO ] [LOCAL ] Saved forecast: CQP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CQP.txt [2025-10-09T00:04:11.561425] [WARN ] [sig ] [491/2211] Failed CQP after 0.2s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:11.561506] [INFO ] [sig ] [492/2211] Forecasting CR... [2025-10-09T00:04:11.561557] [INFO ] [sig ] Generating forecast for: CR [2025-10-09T00:04:11.561600] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CR' from 'https://tdm.silogroup.org/data/derivative_storage/CR.csv'. [2025-10-09T00:04:11.572169] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CR'. [2025-10-09T00:04:11.572532] [INFO ] [FORECASTER] Starting predict_future for CR [2025-10-09T00:04:11.598442] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:11.599248] [DEBUG] [LOCAL ] No optimal features file found for CR: ./output/feature-sets/CR.txt [2025-10-09T00:04:11.599328] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:11.599400] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:11.599481] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:11.599631] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:11.616958] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:11.617576] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:11.617707] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:11.617790] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:11.654369] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:11.654520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:11.654566] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:11.654600] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:11.658045] [DEBUG] [FORECASTER] CR: Forecast T+1@11:T+2@11: UP (p=97.54%) [2025-10-09T00:04:11.658338] [INFO ] [FORECASTER] Completed predict_future for CR [2025-10-09T00:04:11.658485] [INFO ] [sig ] CR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:11.798575] [INFO ] [LOCAL ] Saved forecast: CR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CR.txt [2025-10-09T00:04:11.798864] [WARN ] [sig ] [492/2211] Failed CR after 0.2s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:11.798962] [INFO ] [sig ] [493/2211] Forecasting CRBD... [2025-10-09T00:04:11.799045] [INFO ] [sig ] Generating forecast for: CRBD [2025-10-09T00:04:11.799129] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRBD' from 'https://tdm.silogroup.org/data/derivative_storage/CRBD.csv'. [2025-10-09T00:04:11.810273] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRBD'. [2025-10-09T00:04:11.810665] [INFO ] [FORECASTER] Starting predict_future for CRBD [2025-10-09T00:04:11.837020] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:11.837796] [DEBUG] [LOCAL ] No optimal features file found for CRBD: ./output/feature-sets/CRBD.txt [2025-10-09T00:04:11.837873] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:11.837956] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:11.838023] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:11.838124] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:11.855553] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:11.856215] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:11.856323] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:11.856393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:11.894788] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:11.895023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:11.895073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:11.895108] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:11.898986] [DEBUG] [FORECASTER] CRBD: Forecast T+1@11:T+2@11: DOWN (p=36.92%) [2025-10-09T00:04:11.899984] [INFO ] [FORECASTER] Completed predict_future for CRBD [2025-10-09T00:04:11.900429] [INFO ] [sig ] CRBD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:12.048198] [INFO ] [LOCAL ] Saved forecast: CRBD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CRBD.txt [2025-10-09T00:04:12.048484] [WARN ] [sig ] [493/2211] Failed CRBD after 0.2s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:12.048565] [INFO ] [sig ] [494/2211] Forecasting CRBG... [2025-10-09T00:04:12.048635] [INFO ] [sig ] Generating forecast for: CRBG [2025-10-09T00:04:12.048760] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRBG' from 'https://tdm.silogroup.org/data/derivative_storage/CRBG.csv'. [2025-10-09T00:04:12.068606] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRBG'. [2025-10-09T00:04:12.069318] [INFO ] [FORECASTER] Starting predict_future for CRBG [2025-10-09T00:04:12.095571] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:12.096727] [DEBUG] [LOCAL ] No optimal features file found for CRBG: ./output/feature-sets/CRBG.txt [2025-10-09T00:04:12.096808] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:12.096882] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:12.096950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:12.097050] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:12.114316] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:12.115065] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:12.115192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:12.115266] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:12.156490] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:12.156728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:12.156799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:12.156835] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:12.160505] [DEBUG] [FORECASTER] CRBG: Forecast T+1@11:T+2@11: DOWN (p=6.12%) [2025-10-09T00:04:12.160855] [INFO ] [FORECASTER] Completed predict_future for CRBG [2025-10-09T00:04:12.161020] [INFO ] [sig ] CRBG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:12.302872] [INFO ] [LOCAL ] Saved forecast: CRBG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CRBG.txt [2025-10-09T00:04:12.303184] [WARN ] [sig ] [494/2211] Failed CRBG after 0.3s | 4.47 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:12.303265] [INFO ] [sig ] [495/2211] Forecasting CRC... [2025-10-09T00:04:12.303336] [INFO ] [sig ] Generating forecast for: CRC [2025-10-09T00:04:12.303409] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRC' from 'https://tdm.silogroup.org/data/derivative_storage/CRC.csv'. [2025-10-09T00:04:12.314328] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRC'. [2025-10-09T00:04:12.314679] [INFO ] [FORECASTER] Starting predict_future for CRC [2025-10-09T00:04:12.339957] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:12.340741] [DEBUG] [LOCAL ] No optimal features file found for CRC: ./output/feature-sets/CRC.txt [2025-10-09T00:04:12.340819] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:12.340889] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:12.340956] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:12.341055] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:12.358803] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:12.359405] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:12.359510] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:12.359580] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:12.397580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:12.397730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:12.397791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:12.397826] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:12.401090] [DEBUG] [FORECASTER] CRC: Forecast T+1@11:T+2@11: UP (p=97.61%) [2025-10-09T00:04:12.401371] [INFO ] [FORECASTER] Completed predict_future for CRC [2025-10-09T00:04:12.401515] [INFO ] [sig ] CRC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:12.542709] [INFO ] [LOCAL ] Saved forecast: CRC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CRC.txt [2025-10-09T00:04:12.542940] [WARN ] [sig ] [495/2211] Failed CRC after 0.2s | 4.47 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:12.543018] [INFO ] [sig ] [496/2211] Forecasting CRGY... [2025-10-09T00:04:12.543086] [INFO ] [sig ] Generating forecast for: CRGY [2025-10-09T00:04:12.543138] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRGY' from 'https://tdm.silogroup.org/data/derivative_storage/CRGY.csv'. [2025-10-09T00:04:12.553886] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRGY'. [2025-10-09T00:04:12.554222] [INFO ] [FORECASTER] Starting predict_future for CRGY [2025-10-09T00:04:12.579434] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:12.580232] [DEBUG] [LOCAL ] No optimal features file found for CRGY: ./output/feature-sets/CRGY.txt [2025-10-09T00:04:12.580311] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:12.580383] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:12.580450] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:12.580549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:12.598445] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:12.599059] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:12.599163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:12.599246] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:12.637573] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:12.637695] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:12.637756] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:12.637791] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:12.640961] [DEBUG] [FORECASTER] CRGY: Forecast T+1@11:T+2@11: DOWN (p=14.56%) [2025-10-09T00:04:12.641244] [INFO ] [FORECASTER] Completed predict_future for CRGY [2025-10-09T00:04:12.641423] [INFO ] [sig ] CRGY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:12.783758] [INFO ] [LOCAL ] Saved forecast: CRGY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CRGY.txt [2025-10-09T00:04:12.783998] [WARN ] [sig ] [496/2211] Failed CRGY after 0.2s | 4.47 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:12.784075] [INFO ] [sig ] [497/2211] Forecasting CRH... [2025-10-09T00:04:12.784144] [INFO ] [sig ] Generating forecast for: CRH [2025-10-09T00:04:12.784214] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRH' from 'https://tdm.silogroup.org/data/derivative_storage/CRH.csv'. [2025-10-09T00:04:12.789163] [WARN ] [REMOTE ] Historical data not found for symbol 'CRH' (404). [2025-10-09T00:04:12.789375] [FATAL] [sig ] CRH: No historical data fetched. [2025-10-09T00:04:12.789469] [WARN ] [sig ] [497/2211] Failed CRH after 0.0s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T00:04:12.789540] [INFO ] [sig ] [498/2211] Forecasting CRI... [2025-10-09T00:04:12.789609] [INFO ] [sig ] Generating forecast for: CRI [2025-10-09T00:04:12.789700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRI' from 'https://tdm.silogroup.org/data/derivative_storage/CRI.csv'. [2025-10-09T00:04:12.799015] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRI'. [2025-10-09T00:04:12.799359] [INFO ] [FORECASTER] Starting predict_future for CRI [2025-10-09T00:04:12.825205] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:12.826116] [DEBUG] [LOCAL ] No optimal features file found for CRI: ./output/feature-sets/CRI.txt [2025-10-09T00:04:12.826203] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:12.826280] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:12.826353] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:12.826463] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:12.848157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:12.849184] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:12.849440] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:12.849512] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:12.886462] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:12.886561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:12.886604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:12.886638] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:12.889927] [DEBUG] [FORECASTER] CRI: Forecast T+1@11:T+2@11: DOWN (p=31.13%) [2025-10-09T00:04:12.890208] [INFO ] [FORECASTER] Completed predict_future for CRI [2025-10-09T00:04:12.890349] [INFO ] [sig ] CRI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:13.031858] [INFO ] [LOCAL ] Saved forecast: CRI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CRI.txt [2025-10-09T00:04:13.032141] [WARN ] [sig ] [498/2211] Failed CRI after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T00:04:13.032222] [INFO ] [sig ] [499/2211] Forecasting CRK... [2025-10-09T00:04:13.032296] [INFO ] [sig ] Generating forecast for: CRK [2025-10-09T00:04:13.032371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRK' from 'https://tdm.silogroup.org/data/derivative_storage/CRK.csv'. [2025-10-09T00:04:13.045337] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRK'. [2025-10-09T00:04:13.045828] [INFO ] [FORECASTER] Starting predict_future for CRK [2025-10-09T00:04:13.073159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:13.074078] [DEBUG] [LOCAL ] No optimal features file found for CRK: ./output/feature-sets/CRK.txt [2025-10-09T00:04:13.074158] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:13.074251] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:13.074321] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:13.074422] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:13.092546] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:13.093565] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:13.093716] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:13.093789] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:13.145529] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:13.145805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:13.145876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:13.145912] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:13.149866] [DEBUG] [FORECASTER] CRK: Forecast T+1@11:T+2@11: DOWN (p=24.11%) [2025-10-09T00:04:13.150183] [INFO ] [FORECASTER] Completed predict_future for CRK [2025-10-09T00:04:13.150344] [INFO ] [sig ] CRK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:13.310544] [INFO ] [LOCAL ] Saved forecast: CRK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CRK.txt [2025-10-09T00:04:13.310912] [WARN ] [sig ] [499/2211] Failed CRK after 0.3s | 4.48 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T00:04:13.311008] [INFO ] [sig ] [500/2211] Forecasting CRL... [2025-10-09T00:04:13.311082] [INFO ] [sig ] Generating forecast for: CRL [2025-10-09T00:04:13.311156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRL' from 'https://tdm.silogroup.org/data/derivative_storage/CRL.csv'. [2025-10-09T00:04:13.323845] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRL'. [2025-10-09T00:04:13.324338] [INFO ] [FORECASTER] Starting predict_future for CRL [2025-10-09T00:04:13.353307] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:13.354292] [DEBUG] [LOCAL ] No optimal features file found for CRL: ./output/feature-sets/CRL.txt [2025-10-09T00:04:13.354377] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:13.354453] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:13.354523] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:13.354623] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:13.374525] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:13.375531] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:13.375676] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:13.375751] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:13.414565] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:13.414805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:13.414869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:13.414905] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:13.419634] [DEBUG] [FORECASTER] CRL: Forecast T+1@11:T+2@11: UP (p=88.96%) [2025-10-09T00:04:13.419989] [INFO ] [FORECASTER] Completed predict_future for CRL [2025-10-09T00:04:13.420155] [INFO ] [sig ] CRL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:13.566522] [INFO ] [LOCAL ] Saved forecast: CRL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CRL.txt [2025-10-09T00:04:13.566844] [WARN ] [sig ] [500/2211] Failed CRL after 0.3s | 4.48 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T00:04:13.566926] [INFO ] [sig ] [501/2211] Forecasting CRM... [2025-10-09T00:04:13.566996] [INFO ] [sig ] Generating forecast for: CRM [2025-10-09T00:04:13.567067] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRM' from 'https://tdm.silogroup.org/data/derivative_storage/CRM.csv'. [2025-10-09T00:04:13.577773] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRM'. [2025-10-09T00:04:13.578208] [INFO ] [FORECASTER] Starting predict_future for CRM [2025-10-09T00:04:13.603824] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:13.604639] [DEBUG] [LOCAL ] No optimal features file found for CRM: ./output/feature-sets/CRM.txt [2025-10-09T00:04:13.604742] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:13.604813] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:13.604881] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:13.604980] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:13.622442] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:13.623305] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:13.623424] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:13.623494] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:13.661005] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:13.661213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:13.661261] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:13.661295] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:13.665040] [DEBUG] [FORECASTER] CRM: Forecast T+1@11:T+2@11: DOWN (p=4.25%) [2025-10-09T00:04:13.665373] [INFO ] [FORECASTER] Completed predict_future for CRM [2025-10-09T00:04:13.665527] [INFO ] [sig ] CRM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:13.807499] [INFO ] [LOCAL ] Saved forecast: CRM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CRM.txt [2025-10-09T00:04:13.807867] [WARN ] [sig ] [501/2211] Failed CRM after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T00:04:13.807953] [INFO ] [sig ] [502/2211] Forecasting CRS... [2025-10-09T00:04:13.808027] [INFO ] [sig ] Generating forecast for: CRS [2025-10-09T00:04:13.808102] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRS' from 'https://tdm.silogroup.org/data/derivative_storage/CRS.csv'. [2025-10-09T00:04:13.819747] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CRS'. [2025-10-09T00:04:13.820204] [INFO ] [FORECASTER] Starting predict_future for CRS [2025-10-09T00:04:13.847446] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:13.848381] [DEBUG] [LOCAL ] No optimal features file found for CRS: ./output/feature-sets/CRS.txt [2025-10-09T00:04:13.848467] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:13.848551] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:13.848631] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:13.848896] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:13.867389] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:13.868038] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:13.868144] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:13.868214] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:13.905441] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:13.905575] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:13.905621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:13.905690] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:13.909001] [DEBUG] [FORECASTER] CRS: Forecast T+1@11:T+2@11: DOWN (p=28.00%) [2025-10-09T00:04:13.909318] [INFO ] [FORECASTER] Completed predict_future for CRS [2025-10-09T00:04:13.909475] [INFO ] [sig ] CRS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:14.048819] [INFO ] [LOCAL ] Saved forecast: CRS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CRS.txt [2025-10-09T00:04:14.049115] [WARN ] [sig ] [502/2211] Failed CRS after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T00:04:14.049194] [INFO ] [sig ] [503/2211] Forecasting CRT... [2025-10-09T00:04:14.049287] [INFO ] [sig ] Generating forecast for: CRT [2025-10-09T00:04:14.049360] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRT' from 'https://tdm.silogroup.org/data/derivative_storage/CRT.csv'. [2025-10-09T00:04:14.054820] [WARN ] [REMOTE ] Historical data not found for symbol 'CRT' (404). [2025-10-09T00:04:14.055004] [FATAL] [sig ] CRT: No historical data fetched. [2025-10-09T00:04:14.055095] [WARN ] [sig ] [503/2211] Failed CRT after 0.0s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:14.055169] [INFO ] [sig ] [504/2211] Forecasting CSAN... [2025-10-09T00:04:14.055238] [INFO ] [sig ] Generating forecast for: CSAN [2025-10-09T00:04:14.055307] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSAN' from 'https://tdm.silogroup.org/data/derivative_storage/CSAN.csv'. [2025-10-09T00:04:14.064709] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CSAN'. [2025-10-09T00:04:14.065039] [INFO ] [FORECASTER] Starting predict_future for CSAN [2025-10-09T00:04:14.090289] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:14.091088] [DEBUG] [LOCAL ] No optimal features file found for CSAN: ./output/feature-sets/CSAN.txt [2025-10-09T00:04:14.091169] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:14.091240] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:14.091308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:14.091406] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:14.108603] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:14.109210] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:14.109333] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:14.109403] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:14.152516] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:14.152835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:14.152944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:14.153016] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:14.157391] [DEBUG] [FORECASTER] CSAN: Forecast T+1@11:T+2@11: UP (p=88.94%) [2025-10-09T00:04:14.157719] [INFO ] [FORECASTER] Completed predict_future for CSAN [2025-10-09T00:04:14.157885] [INFO ] [sig ] CSAN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:14.299127] [INFO ] [LOCAL ] Saved forecast: CSAN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CSAN.txt [2025-10-09T00:04:14.299686] [WARN ] [sig ] [504/2211] Failed CSAN after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:14.299770] [INFO ] [sig ] [505/2211] Forecasting CSL... [2025-10-09T00:04:14.299824] [INFO ] [sig ] Generating forecast for: CSL [2025-10-09T00:04:14.299866] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSL' from 'https://tdm.silogroup.org/data/derivative_storage/CSL.csv'. [2025-10-09T00:04:14.311208] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CSL'. [2025-10-09T00:04:14.311574] [INFO ] [FORECASTER] Starting predict_future for CSL [2025-10-09T00:04:14.338038] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:14.338864] [DEBUG] [LOCAL ] No optimal features file found for CSL: ./output/feature-sets/CSL.txt [2025-10-09T00:04:14.338944] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:14.339030] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:14.339099] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:14.339196] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:14.356507] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:14.357205] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:14.357326] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:14.357399] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:14.396361] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:14.396593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:14.396863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:14.396931] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:14.401864] [DEBUG] [FORECASTER] CSL: Forecast T+1@11:T+2@11: UP (p=98.98%) [2025-10-09T00:04:14.402334] [INFO ] [FORECASTER] Completed predict_future for CSL [2025-10-09T00:04:14.402506] [INFO ] [sig ] CSL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:14.559865] [INFO ] [LOCAL ] Saved forecast: CSL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CSL.txt [2025-10-09T00:04:14.560126] [WARN ] [sig ] [505/2211] Failed CSL after 0.3s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:14.560206] [INFO ] [sig ] [506/2211] Forecasting CSR... [2025-10-09T00:04:14.560277] [INFO ] [sig ] Generating forecast for: CSR [2025-10-09T00:04:14.560350] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSR' from 'https://tdm.silogroup.org/data/derivative_storage/CSR.csv'. [2025-10-09T00:04:14.571092] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CSR'. [2025-10-09T00:04:14.571418] [INFO ] [FORECASTER] Starting predict_future for CSR [2025-10-09T00:04:14.596729] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:14.597465] [DEBUG] [LOCAL ] No optimal features file found for CSR: ./output/feature-sets/CSR.txt [2025-10-09T00:04:14.597543] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:14.597614] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:14.597705] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:14.597805] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:14.615211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:14.615818] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:14.615922] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:14.615991] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:14.653972] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:14.654083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:14.654125] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:14.654158] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:14.657402] [DEBUG] [FORECASTER] CSR: Forecast T+1@11:T+2@11: DOWN (p=0.32%) [2025-10-09T00:04:14.657761] [INFO ] [FORECASTER] Completed predict_future for CSR [2025-10-09T00:04:14.657913] [INFO ] [sig ] CSR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:14.799839] [INFO ] [LOCAL ] Saved forecast: CSR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CSR.txt [2025-10-09T00:04:14.800095] [WARN ] [sig ] [506/2211] Failed CSR after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:14.800178] [INFO ] [sig ] [507/2211] Forecasting CSTM... [2025-10-09T00:04:14.800249] [INFO ] [sig ] Generating forecast for: CSTM [2025-10-09T00:04:14.800324] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSTM' from 'https://tdm.silogroup.org/data/derivative_storage/CSTM.csv'. [2025-10-09T00:04:14.811285] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CSTM'. [2025-10-09T00:04:14.811610] [INFO ] [FORECASTER] Starting predict_future for CSTM [2025-10-09T00:04:14.837277] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:14.838109] [DEBUG] [LOCAL ] No optimal features file found for CSTM: ./output/feature-sets/CSTM.txt [2025-10-09T00:04:14.838188] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:14.838259] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:14.838326] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:14.838424] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:14.856536] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:14.857152] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:14.857257] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:14.857327] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:14.903904] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:14.904140] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:14.904230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:14.904291] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:14.908545] [DEBUG] [FORECASTER] CSTM: Forecast T+1@11:T+2@11: UP (p=90.77%) [2025-10-09T00:04:14.908937] [INFO ] [FORECASTER] Completed predict_future for CSTM [2025-10-09T00:04:14.909121] [INFO ] [sig ] CSTM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:15.054114] [INFO ] [LOCAL ] Saved forecast: CSTM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CSTM.txt [2025-10-09T00:04:15.055427] [WARN ] [sig ] [507/2211] Failed CSTM after 0.3s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:15.055520] [INFO ] [sig ] [508/2211] Forecasting CSV... [2025-10-09T00:04:15.055594] [INFO ] [sig ] Generating forecast for: CSV [2025-10-09T00:04:15.055697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSV' from 'https://tdm.silogroup.org/data/derivative_storage/CSV.csv'. [2025-10-09T00:04:15.068453] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CSV'. [2025-10-09T00:04:15.068861] [INFO ] [FORECASTER] Starting predict_future for CSV [2025-10-09T00:04:15.094888] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:15.095627] [DEBUG] [LOCAL ] No optimal features file found for CSV: ./output/feature-sets/CSV.txt [2025-10-09T00:04:15.095725] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:15.095796] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:15.095863] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:15.095960] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:15.113610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:15.114232] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:15.114339] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:15.114409] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:15.152400] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:15.152503] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:15.152543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:15.152576] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:15.155777] [DEBUG] [FORECASTER] CSV: Forecast T+1@11:T+2@11: DOWN (p=2.30%) [2025-10-09T00:04:15.156052] [INFO ] [FORECASTER] Completed predict_future for CSV [2025-10-09T00:04:15.156187] [INFO ] [sig ] CSV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:15.298504] [INFO ] [LOCAL ] Saved forecast: CSV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CSV.txt [2025-10-09T00:04:15.298780] [WARN ] [sig ] [508/2211] Failed CSV after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:15.298861] [INFO ] [sig ] [509/2211] Forecasting CTBB... [2025-10-09T00:04:15.298931] [INFO ] [sig ] Generating forecast for: CTBB [2025-10-09T00:04:15.299003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTBB' from 'https://tdm.silogroup.org/data/derivative_storage/CTBB.csv'. [2025-10-09T00:04:15.310047] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CTBB'. [2025-10-09T00:04:15.310361] [INFO ] [FORECASTER] Starting predict_future for CTBB [2025-10-09T00:04:15.335509] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:15.336261] [DEBUG] [LOCAL ] No optimal features file found for CTBB: ./output/feature-sets/CTBB.txt [2025-10-09T00:04:15.336339] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:15.336411] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:15.336480] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:15.336579] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:15.354513] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:15.355158] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:15.355269] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:15.355341] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:15.391976] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:15.392094] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:15.392136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:15.392169] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:15.395383] [DEBUG] [FORECASTER] CTBB: Forecast T+1@11:T+2@11: UP (p=56.34%) [2025-10-09T00:04:15.395685] [INFO ] [FORECASTER] Completed predict_future for CTBB [2025-10-09T00:04:15.395843] [INFO ] [sig ] CTBB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:15.537870] [INFO ] [LOCAL ] Saved forecast: CTBB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CTBB.txt [2025-10-09T00:04:15.538202] [WARN ] [sig ] [509/2211] Failed CTBB after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:15.538288] [INFO ] [sig ] [510/2211] Forecasting CTDD... [2025-10-09T00:04:15.538359] [INFO ] [sig ] Generating forecast for: CTDD [2025-10-09T00:04:15.538431] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTDD' from 'https://tdm.silogroup.org/data/derivative_storage/CTDD.csv'. [2025-10-09T00:04:15.550131] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'CTDD'. [2025-10-09T00:04:15.550592] [INFO ] [FORECASTER] Starting predict_future for CTDD [2025-10-09T00:04:15.576796] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:15.577687] [DEBUG] [LOCAL ] No optimal features file found for CTDD: ./output/feature-sets/CTDD.txt [2025-10-09T00:04:15.577770] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:15.577843] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:15.577912] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:15.578013] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:15.595789] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:15.596741] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:15.596856] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:15.596926] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:15.632863] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:15.633083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:15.633133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:15.633167] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:15.636784] [DEBUG] [FORECASTER] CTDD: Forecast T+1@11:T+2@11: UP (p=74.20%) [2025-10-09T00:04:15.637104] [INFO ] [FORECASTER] Completed predict_future for CTDD [2025-10-09T00:04:15.637259] [INFO ] [sig ] CTDD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:15.778442] [INFO ] [LOCAL ] Saved forecast: CTDD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CTDD.txt [2025-10-09T00:04:15.778773] [WARN ] [sig ] [510/2211] Failed CTDD after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:15.778855] [INFO ] [sig ] [511/2211] Forecasting CTO... [2025-10-09T00:04:15.778925] [INFO ] [sig ] Generating forecast for: CTO [2025-10-09T00:04:15.778995] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTO' from 'https://tdm.silogroup.org/data/derivative_storage/CTO.csv'. [2025-10-09T00:04:15.790639] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CTO'. [2025-10-09T00:04:15.791036] [INFO ] [FORECASTER] Starting predict_future for CTO [2025-10-09T00:04:15.816487] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:15.817363] [DEBUG] [LOCAL ] No optimal features file found for CTO: ./output/feature-sets/CTO.txt [2025-10-09T00:04:15.817442] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:15.817514] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:15.817582] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:15.817701] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:15.835393] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:15.836348] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:15.836460] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:15.836529] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:15.872699] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:15.872924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:15.872976] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:15.873010] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:15.876667] [DEBUG] [FORECASTER] CTO: Forecast T+1@11:T+2@11: UP (p=86.67%) [2025-10-09T00:04:15.876978] [INFO ] [FORECASTER] Completed predict_future for CTO [2025-10-09T00:04:15.877122] [INFO ] [sig ] CTO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:16.019938] [INFO ] [LOCAL ] Saved forecast: CTO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CTO.txt [2025-10-09T00:04:16.020249] [WARN ] [sig ] [511/2211] Failed CTO after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:16.020331] [INFO ] [sig ] [512/2211] Forecasting CTOS... [2025-10-09T00:04:16.020380] [INFO ] [sig ] Generating forecast for: CTOS [2025-10-09T00:04:16.020421] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTOS' from 'https://tdm.silogroup.org/data/derivative_storage/CTOS.csv'. [2025-10-09T00:04:16.025680] [WARN ] [REMOTE ] Historical data not found for symbol 'CTOS' (404). [2025-10-09T00:04:16.026016] [FATAL] [sig ] CTOS: No historical data fetched. [2025-10-09T00:04:16.026115] [WARN ] [sig ] [512/2211] Failed CTOS after 0.0s | 4.49 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:16.026193] [INFO ] [sig ] [513/2211] Forecasting CTRA... [2025-10-09T00:04:16.026262] [INFO ] [sig ] Generating forecast for: CTRA [2025-10-09T00:04:16.026333] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTRA' from 'https://tdm.silogroup.org/data/derivative_storage/CTRA.csv'. [2025-10-09T00:04:16.038113] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CTRA'. [2025-10-09T00:04:16.038635] [INFO ] [FORECASTER] Starting predict_future for CTRA [2025-10-09T00:04:16.065484] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:16.066372] [DEBUG] [LOCAL ] No optimal features file found for CTRA: ./output/feature-sets/CTRA.txt [2025-10-09T00:04:16.066457] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:16.066530] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:16.066599] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:16.066723] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:16.085105] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:16.086089] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:16.086207] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:16.086279] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:16.124607] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:16.124852] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:16.124911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:16.124948] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:16.128838] [DEBUG] [FORECASTER] CTRA: Forecast T+1@11:T+2@11: UP (p=69.70%) [2025-10-09T00:04:16.129144] [INFO ] [FORECASTER] Completed predict_future for CTRA [2025-10-09T00:04:16.129334] [INFO ] [sig ] CTRA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:16.273996] [INFO ] [LOCAL ] Saved forecast: CTRA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CTRA.txt [2025-10-09T00:04:16.274332] [WARN ] [sig ] [513/2211] Failed CTRA after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:16.274414] [INFO ] [sig ] [514/2211] Forecasting CTRE... [2025-10-09T00:04:16.274486] [INFO ] [sig ] Generating forecast for: CTRE [2025-10-09T00:04:16.274563] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTRE' from 'https://tdm.silogroup.org/data/derivative_storage/CTRE.csv'. [2025-10-09T00:04:16.285513] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CTRE'. [2025-10-09T00:04:16.285910] [INFO ] [FORECASTER] Starting predict_future for CTRE [2025-10-09T00:04:16.312912] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:16.313856] [DEBUG] [LOCAL ] No optimal features file found for CTRE: ./output/feature-sets/CTRE.txt [2025-10-09T00:04:16.313936] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:16.314012] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:16.314082] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:16.314182] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:16.332695] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:16.333545] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:16.333687] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:16.333764] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:16.373711] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:16.373937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:16.373989] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:16.374026] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:16.377864] [DEBUG] [FORECASTER] CTRE: Forecast T+1@11:T+2@11: DOWN (p=6.67%) [2025-10-09T00:04:16.378236] [INFO ] [FORECASTER] Completed predict_future for CTRE [2025-10-09T00:04:16.378396] [INFO ] [sig ] CTRE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:16.521966] [INFO ] [LOCAL ] Saved forecast: CTRE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CTRE.txt [2025-10-09T00:04:16.522276] [WARN ] [sig ] [514/2211] Failed CTRE after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:16.522360] [INFO ] [sig ] [515/2211] Forecasting CTRI... [2025-10-09T00:04:16.522433] [INFO ] [sig ] Generating forecast for: CTRI [2025-10-09T00:04:16.522533] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTRI' from 'https://tdm.silogroup.org/data/derivative_storage/CTRI.csv'. [2025-10-09T00:04:16.534735] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CTRI'. [2025-10-09T00:04:16.535225] [INFO ] [FORECASTER] Starting predict_future for CTRI [2025-10-09T00:04:16.561593] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:16.562525] [DEBUG] [LOCAL ] No optimal features file found for CTRI: ./output/feature-sets/CTRI.txt [2025-10-09T00:04:16.562606] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:16.562700] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:16.562769] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:16.562867] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:16.580525] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:16.581190] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:16.581303] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:16.581371] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:16.623479] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:16.623727] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:16.623801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:16.623839] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:16.627815] [DEBUG] [FORECASTER] CTRI: Forecast T+1@11:T+2@11: UP (p=91.38%) [2025-10-09T00:04:16.628167] [INFO ] [FORECASTER] Completed predict_future for CTRI [2025-10-09T00:04:16.628323] [INFO ] [sig ] CTRI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:16.769926] [INFO ] [LOCAL ] Saved forecast: CTRI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CTRI.txt [2025-10-09T00:04:16.770196] [WARN ] [sig ] [515/2211] Failed CTRI after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:16.770288] [INFO ] [sig ] [516/2211] Forecasting CTS... [2025-10-09T00:04:16.770340] [INFO ] [sig ] Generating forecast for: CTS [2025-10-09T00:04:16.770384] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTS' from 'https://tdm.silogroup.org/data/derivative_storage/CTS.csv'. [2025-10-09T00:04:16.775986] [WARN ] [REMOTE ] Historical data not found for symbol 'CTS' (404). [2025-10-09T00:04:16.776178] [FATAL] [sig ] CTS: No historical data fetched. [2025-10-09T00:04:16.776271] [WARN ] [sig ] [516/2211] Failed CTS after 0.0s | 4.49 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:16.776343] [INFO ] [sig ] [517/2211] Forecasting CTVA... [2025-10-09T00:04:16.776412] [INFO ] [sig ] Generating forecast for: CTVA [2025-10-09T00:04:16.776482] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTVA' from 'https://tdm.silogroup.org/data/derivative_storage/CTVA.csv'. [2025-10-09T00:04:16.780432] [WARN ] [REMOTE ] Historical data not found for symbol 'CTVA' (404). [2025-10-09T00:04:16.780608] [FATAL] [sig ] CTVA: No historical data fetched. [2025-10-09T00:04:16.780722] [WARN ] [sig ] [517/2211] Failed CTVA after 0.0s | 4.50 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:16.780792] [INFO ] [sig ] [518/2211] Forecasting CUBE... [2025-10-09T00:04:16.780863] [INFO ] [sig ] Generating forecast for: CUBE [2025-10-09T00:04:16.780933] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUBE' from 'https://tdm.silogroup.org/data/derivative_storage/CUBE.csv'. [2025-10-09T00:04:16.790891] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CUBE'. [2025-10-09T00:04:16.791231] [INFO ] [FORECASTER] Starting predict_future for CUBE [2025-10-09T00:04:16.816707] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:16.817473] [DEBUG] [LOCAL ] No optimal features file found for CUBE: ./output/feature-sets/CUBE.txt [2025-10-09T00:04:16.817551] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:16.817623] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:16.817718] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:16.817818] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:16.835572] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:16.836197] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:16.836307] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:16.836377] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:16.872897] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:16.873034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:16.873077] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:16.873111] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:16.876449] [DEBUG] [FORECASTER] CUBE: Forecast T+1@11:T+2@11: DOWN (p=37.69%) [2025-10-09T00:04:16.876789] [INFO ] [FORECASTER] Completed predict_future for CUBE [2025-10-09T00:04:16.876948] [INFO ] [sig ] CUBE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:17.017177] [INFO ] [LOCAL ] Saved forecast: CUBE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CUBE.txt [2025-10-09T00:04:17.017471] [WARN ] [sig ] [518/2211] Failed CUBE after 0.2s | 4.50 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:17.017552] [INFO ] [sig ] [519/2211] Forecasting CUBI... [2025-10-09T00:04:17.017627] [INFO ] [sig ] Generating forecast for: CUBI [2025-10-09T00:04:17.017726] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUBI' from 'https://tdm.silogroup.org/data/derivative_storage/CUBI.csv'. [2025-10-09T00:04:17.029107] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CUBI'. [2025-10-09T00:04:17.029500] [INFO ] [FORECASTER] Starting predict_future for CUBI [2025-10-09T00:04:17.054771] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:17.055541] [DEBUG] [LOCAL ] No optimal features file found for CUBI: ./output/feature-sets/CUBI.txt [2025-10-09T00:04:17.055623] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:17.055719] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:17.055788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:17.055887] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:17.073924] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:17.074526] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:17.074638] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:17.074732] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:17.110236] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:17.110367] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:17.110409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:17.110442] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:17.113786] [DEBUG] [FORECASTER] CUBI: Forecast T+1@11:T+2@11: DOWN (p=27.38%) [2025-10-09T00:04:17.114078] [INFO ] [FORECASTER] Completed predict_future for CUBI [2025-10-09T00:04:17.114244] [INFO ] [sig ] CUBI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:17.253563] [INFO ] [LOCAL ] Saved forecast: CUBI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CUBI.txt [2025-10-09T00:04:17.253852] [WARN ] [sig ] [519/2211] Failed CUBI after 0.2s | 4.50 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:17.253933] [INFO ] [sig ] [520/2211] Forecasting CUK... [2025-10-09T00:04:17.254003] [INFO ] [sig ] Generating forecast for: CUK [2025-10-09T00:04:17.254074] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUK' from 'https://tdm.silogroup.org/data/derivative_storage/CUK.csv'. [2025-10-09T00:04:17.265126] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CUK'. [2025-10-09T00:04:17.265475] [INFO ] [FORECASTER] Starting predict_future for CUK [2025-10-09T00:04:17.290739] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:17.291540] [DEBUG] [LOCAL ] No optimal features file found for CUK: ./output/feature-sets/CUK.txt [2025-10-09T00:04:17.291623] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:17.291720] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:17.291788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:17.291887] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:17.309371] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:17.310045] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:17.310152] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:17.310222] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:17.348497] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:17.348728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:17.348797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:17.348834] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:17.352482] [DEBUG] [FORECASTER] CUK: Forecast T+1@11:T+2@11: DOWN (p=39.52%) [2025-10-09T00:04:17.352872] [INFO ] [FORECASTER] Completed predict_future for CUK [2025-10-09T00:04:17.353038] [INFO ] [sig ] CUK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:17.494199] [INFO ] [LOCAL ] Saved forecast: CUK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CUK.txt [2025-10-09T00:04:17.494482] [WARN ] [sig ] [520/2211] Failed CUK after 0.2s | 4.50 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:17.494561] [INFO ] [sig ] [521/2211] Forecasting CULP... [2025-10-09T00:04:17.494633] [INFO ] [sig ] Generating forecast for: CULP [2025-10-09T00:04:17.494725] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CULP' from 'https://tdm.silogroup.org/data/derivative_storage/CULP.csv'. [2025-10-09T00:04:17.504898] [DEBUG] [REMOTE ] Successfully parsed 1791 rows of historical data for symbol 'CULP'. [2025-10-09T00:04:17.505236] [INFO ] [FORECASTER] Starting predict_future for CULP [2025-10-09T00:04:17.534900] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:17.535772] [DEBUG] [LOCAL ] No optimal features file found for CULP: ./output/feature-sets/CULP.txt [2025-10-09T00:04:17.535850] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:17.535930] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:17.536001] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:17.536100] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:17.553455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:17.554101] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:17.554219] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:17.554307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:17.589608] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:17.589767] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:17.589816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:17.589849] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:17.593215] [DEBUG] [FORECASTER] CULP: Forecast T+1@11:T+2@11: UP (p=97.34%) [2025-10-09T00:04:17.593509] [INFO ] [FORECASTER] Completed predict_future for CULP [2025-10-09T00:04:17.593676] [INFO ] [sig ] CULP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:17.735324] [INFO ] [LOCAL ] Saved forecast: CULP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CULP.txt [2025-10-09T00:04:17.735674] [WARN ] [sig ] [521/2211] Failed CULP after 0.2s | 4.50 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:17.735757] [INFO ] [sig ] [522/2211] Forecasting CURB... [2025-10-09T00:04:17.735829] [INFO ] [sig ] Generating forecast for: CURB [2025-10-09T00:04:17.735902] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CURB' from 'https://tdm.silogroup.org/data/derivative_storage/CURB.csv'. [2025-10-09T00:04:17.748768] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CURB'. [2025-10-09T00:04:17.749164] [INFO ] [FORECASTER] Starting predict_future for CURB [2025-10-09T00:04:17.779718] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:17.780547] [DEBUG] [LOCAL ] No optimal features file found for CURB: ./output/feature-sets/CURB.txt [2025-10-09T00:04:17.780635] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:17.780752] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:17.780837] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:17.780972] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:17.801976] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:17.802752] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:17.802877] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:17.802968] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:17.841715] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:17.841886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:17.841957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:17.841998] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:17.846483] [DEBUG] [FORECASTER] CURB: Forecast T+1@11:T+2@11: DOWN (p=0.88%) [2025-10-09T00:04:17.846914] [INFO ] [FORECASTER] Completed predict_future for CURB [2025-10-09T00:04:17.847074] [INFO ] [sig ] CURB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:18.020276] [INFO ] [LOCAL ] Saved forecast: CURB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CURB.txt [2025-10-09T00:04:18.020610] [WARN ] [sig ] [522/2211] Failed CURB after 0.3s | 4.49 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:18.020761] [INFO ] [sig ] [523/2211] Forecasting CURV... [2025-10-09T00:04:18.020854] [INFO ] [sig ] Generating forecast for: CURV [2025-10-09T00:04:18.020937] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CURV' from 'https://tdm.silogroup.org/data/derivative_storage/CURV.csv'. [2025-10-09T00:04:18.033122] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CURV'. [2025-10-09T00:04:18.033571] [INFO ] [FORECASTER] Starting predict_future for CURV [2025-10-09T00:04:18.064199] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:18.065303] [DEBUG] [LOCAL ] No optimal features file found for CURV: ./output/feature-sets/CURV.txt [2025-10-09T00:04:18.065430] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:18.065531] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:18.065620] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:18.065776] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:18.087309] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:18.088056] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:18.088169] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:18.088240] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:18.132950] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:18.133162] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:18.133217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:18.133252] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:18.136991] [DEBUG] [FORECASTER] CURV: Forecast T+1@11:T+2@11: DOWN (p=16.87%) [2025-10-09T00:04:18.137300] [INFO ] [FORECASTER] Completed predict_future for CURV [2025-10-09T00:04:18.137448] [INFO ] [sig ] CURV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:18.310582] [INFO ] [LOCAL ] Saved forecast: CURV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CURV.txt [2025-10-09T00:04:18.310927] [WARN ] [sig ] [523/2211] Failed CURV after 0.3s | 4.49 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:18.311011] [INFO ] [sig ] [524/2211] Forecasting CUZ... [2025-10-09T00:04:18.311082] [INFO ] [sig ] Generating forecast for: CUZ [2025-10-09T00:04:18.311155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUZ' from 'https://tdm.silogroup.org/data/derivative_storage/CUZ.csv'. [2025-10-09T00:04:18.322401] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CUZ'. [2025-10-09T00:04:18.322910] [INFO ] [FORECASTER] Starting predict_future for CUZ [2025-10-09T00:04:18.350199] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:18.351119] [DEBUG] [LOCAL ] No optimal features file found for CUZ: ./output/feature-sets/CUZ.txt [2025-10-09T00:04:18.351201] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:18.351276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:18.351346] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:18.351447] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:18.374957] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:18.376027] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:18.376145] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:18.376218] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:18.416897] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:18.417087] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:18.417147] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:18.417186] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:18.420894] [DEBUG] [FORECASTER] CUZ: Forecast T+1@11:T+2@11: UP (p=73.66%) [2025-10-09T00:04:18.421223] [INFO ] [FORECASTER] Completed predict_future for CUZ [2025-10-09T00:04:18.421380] [INFO ] [sig ] CUZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:18.569180] [INFO ] [LOCAL ] Saved forecast: CUZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CUZ.txt [2025-10-09T00:04:18.569528] [WARN ] [sig ] [524/2211] Failed CUZ after 0.3s | 4.49 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T00:04:18.569614] [INFO ] [sig ] [525/2211] Forecasting CVE... [2025-10-09T00:04:18.569721] [INFO ] [sig ] Generating forecast for: CVE [2025-10-09T00:04:18.569773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVE' from 'https://tdm.silogroup.org/data/derivative_storage/CVE.csv'. [2025-10-09T00:04:18.575224] [WARN ] [REMOTE ] Historical data not found for symbol 'CVE' (404). [2025-10-09T00:04:18.575408] [FATAL] [sig ] CVE: No historical data fetched. [2025-10-09T00:04:18.575501] [WARN ] [sig ] [525/2211] Failed CVE after 0.0s | 4.50 sym/s | Total: 1.9m | ETA: 6.2m [2025-10-09T00:04:18.575581] [INFO ] [sig ] [526/2211] Forecasting CVEO... [2025-10-09T00:04:18.575738] [INFO ] [sig ] Generating forecast for: CVEO [2025-10-09T00:04:18.575823] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVEO' from 'https://tdm.silogroup.org/data/derivative_storage/CVEO.csv'. [2025-10-09T00:04:18.585625] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CVEO'. [2025-10-09T00:04:18.586031] [INFO ] [FORECASTER] Starting predict_future for CVEO [2025-10-09T00:04:18.613402] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:18.614230] [DEBUG] [LOCAL ] No optimal features file found for CVEO: ./output/feature-sets/CVEO.txt [2025-10-09T00:04:18.614311] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:18.614384] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:18.614480] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:18.614602] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:18.633759] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:18.634401] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:18.634509] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:18.634600] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:18.669559] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:18.669713] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:18.669784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:18.669820] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:18.673093] [DEBUG] [FORECASTER] CVEO: Forecast T+1@11:T+2@11: DOWN (p=45.98%) [2025-10-09T00:04:18.673385] [INFO ] [FORECASTER] Completed predict_future for CVEO [2025-10-09T00:04:18.673535] [INFO ] [sig ] CVEO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:18.818817] [INFO ] [LOCAL ] Saved forecast: CVEO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CVEO.txt [2025-10-09T00:04:18.819069] [WARN ] [sig ] [526/2211] Failed CVEO after 0.2s | 4.50 sym/s | Total: 1.9m | ETA: 6.2m [2025-10-09T00:04:18.819148] [INFO ] [sig ] [527/2211] Forecasting CVI... [2025-10-09T00:04:18.819218] [INFO ] [sig ] Generating forecast for: CVI [2025-10-09T00:04:18.819426] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVI' from 'https://tdm.silogroup.org/data/derivative_storage/CVI.csv'. [2025-10-09T00:04:18.830516] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CVI'. [2025-10-09T00:04:18.830886] [INFO ] [FORECASTER] Starting predict_future for CVI [2025-10-09T00:04:18.859176] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:18.860184] [DEBUG] [LOCAL ] No optimal features file found for CVI: ./output/feature-sets/CVI.txt [2025-10-09T00:04:18.860263] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:18.860348] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:18.860433] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:18.860547] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:18.877975] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:18.878593] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:18.878728] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:18.878828] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:18.914200] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:18.914309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:18.914350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:18.914383] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:18.917558] [DEBUG] [FORECASTER] CVI: Forecast T+1@11:T+2@11: UP (p=70.19%) [2025-10-09T00:04:18.917869] [INFO ] [FORECASTER] Completed predict_future for CVI [2025-10-09T00:04:18.918019] [INFO ] [sig ] CVI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:19.059423] [INFO ] [LOCAL ] Saved forecast: CVI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CVI.txt [2025-10-09T00:04:19.059707] [WARN ] [sig ] [527/2211] Failed CVI after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:19.059811] [INFO ] [sig ] [528/2211] Forecasting CVLG... [2025-10-09T00:04:19.059883] [INFO ] [sig ] Generating forecast for: CVLG [2025-10-09T00:04:19.059981] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVLG' from 'https://tdm.silogroup.org/data/derivative_storage/CVLG.csv'. [2025-10-09T00:04:19.070665] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CVLG'. [2025-10-09T00:04:19.070997] [INFO ] [FORECASTER] Starting predict_future for CVLG [2025-10-09T00:04:19.096834] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:19.097604] [DEBUG] [LOCAL ] No optimal features file found for CVLG: ./output/feature-sets/CVLG.txt [2025-10-09T00:04:19.097704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:19.097793] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:19.097876] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:19.097991] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:19.115477] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:19.116092] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:19.116196] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:19.116278] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:19.158737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:19.158920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:19.159002] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:19.159062] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:19.163349] [DEBUG] [FORECASTER] CVLG: Forecast T+1@11:T+2@11: UP (p=85.43%) [2025-10-09T00:04:19.163777] [INFO ] [FORECASTER] Completed predict_future for CVLG [2025-10-09T00:04:19.163945] [INFO ] [sig ] CVLG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:19.308252] [INFO ] [LOCAL ] Saved forecast: CVLG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CVLG.txt [2025-10-09T00:04:19.308546] [WARN ] [sig ] [528/2211] Failed CVLG after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:19.308688] [INFO ] [sig ] [529/2211] Forecasting CVNA... [2025-10-09T00:04:19.308774] [INFO ] [sig ] Generating forecast for: CVNA [2025-10-09T00:04:19.308858] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVNA' from 'https://tdm.silogroup.org/data/derivative_storage/CVNA.csv'. [2025-10-09T00:04:19.320272] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CVNA'. [2025-10-09T00:04:19.320621] [INFO ] [FORECASTER] Starting predict_future for CVNA [2025-10-09T00:04:19.346740] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:19.347497] [DEBUG] [LOCAL ] No optimal features file found for CVNA: ./output/feature-sets/CVNA.txt [2025-10-09T00:04:19.347591] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:19.347700] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:19.347781] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:19.347905] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:19.365635] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:19.366317] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:19.366452] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:19.366537] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:19.402971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:19.403083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:19.403124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:19.403158] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:19.406341] [DEBUG] [FORECASTER] CVNA: Forecast T+1@11:T+2@11: DOWN (p=3.47%) [2025-10-09T00:04:19.406622] [INFO ] [FORECASTER] Completed predict_future for CVNA [2025-10-09T00:04:19.406805] [INFO ] [sig ] CVNA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:19.548729] [INFO ] [LOCAL ] Saved forecast: CVNA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CVNA.txt [2025-10-09T00:04:19.549049] [WARN ] [sig ] [529/2211] Failed CVNA after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:19.549132] [INFO ] [sig ] [530/2211] Forecasting CVS... [2025-10-09T00:04:19.549216] [INFO ] [sig ] Generating forecast for: CVS [2025-10-09T00:04:19.549318] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVS' from 'https://tdm.silogroup.org/data/derivative_storage/CVS.csv'. [2025-10-09T00:04:19.559821] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CVS'. [2025-10-09T00:04:19.560164] [INFO ] [FORECASTER] Starting predict_future for CVS [2025-10-09T00:04:19.586121] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:19.586906] [DEBUG] [LOCAL ] No optimal features file found for CVS: ./output/feature-sets/CVS.txt [2025-10-09T00:04:19.586983] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:19.587056] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:19.587124] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:19.587223] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:19.604778] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:19.605349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:19.605454] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:19.605530] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:19.645186] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:19.645317] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:19.645360] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:19.645395] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:19.648777] [DEBUG] [FORECASTER] CVS: Forecast T+1@11:T+2@11: DOWN (p=27.24%) [2025-10-09T00:04:19.649076] [INFO ] [FORECASTER] Completed predict_future for CVS [2025-10-09T00:04:19.649213] [INFO ] [sig ] CVS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:19.790877] [INFO ] [LOCAL ] Saved forecast: CVS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CVS.txt [2025-10-09T00:04:19.791132] [WARN ] [sig ] [530/2211] Failed CVS after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:19.791212] [INFO ] [sig ] [531/2211] Forecasting CVX... [2025-10-09T00:04:19.791284] [INFO ] [sig ] Generating forecast for: CVX [2025-10-09T00:04:19.791346] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVX' from 'https://tdm.silogroup.org/data/derivative_storage/CVX.csv'. [2025-10-09T00:04:19.803184] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CVX'. [2025-10-09T00:04:19.803707] [INFO ] [FORECASTER] Starting predict_future for CVX [2025-10-09T00:04:19.829912] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:19.830807] [DEBUG] [LOCAL ] No optimal features file found for CVX: ./output/feature-sets/CVX.txt [2025-10-09T00:04:19.830896] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:19.830999] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:19.831092] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:19.831229] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:19.849277] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:19.849977] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:19.850105] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:19.850194] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:19.895728] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:19.895928] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:19.895978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:19.896013] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:19.903981] [DEBUG] [FORECASTER] CVX: Forecast T+1@11:T+2@11: UP (p=98.63%) [2025-10-09T00:04:19.905082] [INFO ] [FORECASTER] Completed predict_future for CVX [2025-10-09T00:04:19.905325] [INFO ] [sig ] CVX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:20.076097] [INFO ] [LOCAL ] Saved forecast: CVX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CVX.txt [2025-10-09T00:04:20.076428] [WARN ] [sig ] [531/2211] Failed CVX after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:20.076511] [INFO ] [sig ] [532/2211] Forecasting CW... [2025-10-09T00:04:20.076584] [INFO ] [sig ] Generating forecast for: CW [2025-10-09T00:04:20.076686] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CW' from 'https://tdm.silogroup.org/data/derivative_storage/CW.csv'. [2025-10-09T00:04:20.090459] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CW'. [2025-10-09T00:04:20.090954] [INFO ] [FORECASTER] Starting predict_future for CW [2025-10-09T00:04:20.123936] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:20.124901] [DEBUG] [LOCAL ] No optimal features file found for CW: ./output/feature-sets/CW.txt [2025-10-09T00:04:20.124982] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:20.125057] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:20.125126] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:20.125226] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:20.147862] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:20.148795] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:20.148911] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:20.148983] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:20.190240] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:20.190435] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:20.190533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:20.190612] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:20.196521] [DEBUG] [FORECASTER] CW: Forecast T+1@11:T+2@11: UP (p=78.00%) [2025-10-09T00:04:20.196993] [INFO ] [FORECASTER] Completed predict_future for CW [2025-10-09T00:04:20.197248] [INFO ] [sig ] CW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:20.388869] [INFO ] [LOCAL ] Saved forecast: CW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CW.txt [2025-10-09T00:04:20.389312] [WARN ] [sig ] [532/2211] Failed CW after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:20.389414] [INFO ] [sig ] [533/2211] Forecasting CWAN... [2025-10-09T00:04:20.389506] [INFO ] [sig ] Generating forecast for: CWAN [2025-10-09T00:04:20.389599] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWAN' from 'https://tdm.silogroup.org/data/derivative_storage/CWAN.csv'. [2025-10-09T00:04:20.403933] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CWAN'. [2025-10-09T00:04:20.404434] [INFO ] [FORECASTER] Starting predict_future for CWAN [2025-10-09T00:04:20.436189] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:20.437231] [DEBUG] [LOCAL ] No optimal features file found for CWAN: ./output/feature-sets/CWAN.txt [2025-10-09T00:04:20.437313] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:20.437394] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:20.437474] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:20.437587] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:20.458134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:20.458851] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:20.458964] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:20.459036] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:20.502427] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:20.502636] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:20.502742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:20.502789] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:20.506761] [DEBUG] [FORECASTER] CWAN: Forecast T+1@11:T+2@11: DOWN (p=40.53%) [2025-10-09T00:04:20.507143] [INFO ] [FORECASTER] Completed predict_future for CWAN [2025-10-09T00:04:20.507336] [INFO ] [sig ] CWAN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:20.695847] [INFO ] [LOCAL ] Saved forecast: CWAN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CWAN.txt [2025-10-09T00:04:20.696285] [WARN ] [sig ] [533/2211] Failed CWAN after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:20.696395] [INFO ] [sig ] [534/2211] Forecasting CWEN... [2025-10-09T00:04:20.696483] [INFO ] [sig ] Generating forecast for: CWEN [2025-10-09T00:04:20.696569] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWEN' from 'https://tdm.silogroup.org/data/derivative_storage/CWEN.csv'. [2025-10-09T00:04:20.702989] [WARN ] [REMOTE ] Historical data not found for symbol 'CWEN' (404). [2025-10-09T00:04:20.703232] [FATAL] [sig ] CWEN: No historical data fetched. [2025-10-09T00:04:20.703350] [WARN ] [sig ] [534/2211] Failed CWEN after 0.0s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:20.703427] [INFO ] [sig ] [535/2211] Forecasting CWH... [2025-10-09T00:04:20.703500] [INFO ] [sig ] Generating forecast for: CWH [2025-10-09T00:04:20.703582] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWH' from 'https://tdm.silogroup.org/data/derivative_storage/CWH.csv'. [2025-10-09T00:04:20.707908] [WARN ] [REMOTE ] Historical data not found for symbol 'CWH' (404). [2025-10-09T00:04:20.708096] [FATAL] [sig ] CWH: No historical data fetched. [2025-10-09T00:04:20.708206] [WARN ] [sig ] [535/2211] Failed CWH after 0.0s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:20.708284] [INFO ] [sig ] [536/2211] Forecasting CWK... [2025-10-09T00:04:20.708356] [INFO ] [sig ] Generating forecast for: CWK [2025-10-09T00:04:20.708444] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWK' from 'https://tdm.silogroup.org/data/derivative_storage/CWK.csv'. [2025-10-09T00:04:20.719357] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CWK'. [2025-10-09T00:04:20.719812] [INFO ] [FORECASTER] Starting predict_future for CWK [2025-10-09T00:04:20.754213] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:20.755231] [DEBUG] [LOCAL ] No optimal features file found for CWK: ./output/feature-sets/CWK.txt [2025-10-09T00:04:20.755317] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:20.755397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:20.755467] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:20.755602] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:20.776244] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:20.777286] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:20.777404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:20.777477] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:20.820987] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:20.821186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:20.821236] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:20.821271] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:20.825301] [DEBUG] [FORECASTER] CWK: Forecast T+1@11:T+2@11: UP (p=89.74%) [2025-10-09T00:04:20.825622] [INFO ] [FORECASTER] Completed predict_future for CWK [2025-10-09T00:04:20.825827] [INFO ] [sig ] CWK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:21.001358] [INFO ] [LOCAL ] Saved forecast: CWK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CWK.txt [2025-10-09T00:04:21.001722] [WARN ] [sig ] [536/2211] Failed CWK after 0.3s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:21.001838] [INFO ] [sig ] [537/2211] Forecasting CWT... [2025-10-09T00:04:21.001921] [INFO ] [sig ] Generating forecast for: CWT [2025-10-09T00:04:21.001997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWT' from 'https://tdm.silogroup.org/data/derivative_storage/CWT.csv'. [2025-10-09T00:04:21.007575] [WARN ] [REMOTE ] Historical data not found for symbol 'CWT' (404). [2025-10-09T00:04:21.007886] [FATAL] [sig ] CWT: No historical data fetched. [2025-10-09T00:04:21.008004] [WARN ] [sig ] [537/2211] Failed CWT after 0.0s | 4.51 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:21.008097] [INFO ] [sig ] [538/2211] Forecasting CX... [2025-10-09T00:04:21.008182] [INFO ] [sig ] Generating forecast for: CX [2025-10-09T00:04:21.008269] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CX' from 'https://tdm.silogroup.org/data/derivative_storage/CX.csv'. [2025-10-09T00:04:21.018395] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CX'. [2025-10-09T00:04:21.018830] [INFO ] [FORECASTER] Starting predict_future for CX [2025-10-09T00:04:21.048868] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:21.049862] [DEBUG] [LOCAL ] No optimal features file found for CX: ./output/feature-sets/CX.txt [2025-10-09T00:04:21.049953] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:21.050045] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:21.050117] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:21.050330] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:21.072252] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:21.073008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:21.073139] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:21.073231] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:21.119955] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:21.120178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:21.120231] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:21.120268] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:21.124764] [DEBUG] [FORECASTER] CX: Forecast T+1@11:T+2@11: DOWN (p=27.05%) [2025-10-09T00:04:21.125186] [INFO ] [FORECASTER] Completed predict_future for CX [2025-10-09T00:04:21.125385] [INFO ] [sig ] CX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:21.301388] [INFO ] [LOCAL ] Saved forecast: CX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CX.txt [2025-10-09T00:04:21.301710] [WARN ] [sig ] [538/2211] Failed CX after 0.3s | 4.51 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:21.301796] [INFO ] [sig ] [539/2211] Forecasting CXE... [2025-10-09T00:04:21.301868] [INFO ] [sig ] Generating forecast for: CXE [2025-10-09T00:04:21.301942] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXE' from 'https://tdm.silogroup.org/data/derivative_storage/CXE.csv'. [2025-10-09T00:04:21.313788] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CXE'. [2025-10-09T00:04:21.314259] [INFO ] [FORECASTER] Starting predict_future for CXE [2025-10-09T00:04:21.343463] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:21.344341] [DEBUG] [LOCAL ] No optimal features file found for CXE: ./output/feature-sets/CXE.txt [2025-10-09T00:04:21.344430] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:21.344511] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:21.344581] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:21.344710] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:21.366358] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:21.367102] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:21.367230] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:21.367311] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:21.408119] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:21.408353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:21.408428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:21.408469] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:21.412545] [DEBUG] [FORECASTER] CXE: Forecast T+1@11:T+2@11: UP (p=76.47%) [2025-10-09T00:04:21.412929] [INFO ] [FORECASTER] Completed predict_future for CXE [2025-10-09T00:04:21.413107] [INFO ] [sig ] CXE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:21.574988] [INFO ] [LOCAL ] Saved forecast: CXE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CXE.txt [2025-10-09T00:04:21.575268] [WARN ] [sig ] [539/2211] Failed CXE after 0.3s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:21.575359] [INFO ] [sig ] [540/2211] Forecasting CXH... [2025-10-09T00:04:21.575432] [INFO ] [sig ] Generating forecast for: CXH [2025-10-09T00:04:21.575503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXH' from 'https://tdm.silogroup.org/data/derivative_storage/CXH.csv'. [2025-10-09T00:04:21.586583] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CXH'. [2025-10-09T00:04:21.586914] [INFO ] [FORECASTER] Starting predict_future for CXH [2025-10-09T00:04:21.612426] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:21.613274] [DEBUG] [LOCAL ] No optimal features file found for CXH: ./output/feature-sets/CXH.txt [2025-10-09T00:04:21.613368] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:21.613440] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:21.613508] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:21.613611] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:21.631614] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:21.632234] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:21.632340] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:21.632390] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:21.667707] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:21.667810] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:21.667852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:21.667885] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:21.671158] [DEBUG] [FORECASTER] CXH: Forecast T+1@11:T+2@11: UP (p=93.10%) [2025-10-09T00:04:21.671433] [INFO ] [FORECASTER] Completed predict_future for CXH [2025-10-09T00:04:21.671580] [INFO ] [sig ] CXH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:21.816295] [INFO ] [LOCAL ] Saved forecast: CXH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CXH.txt [2025-10-09T00:04:21.816578] [WARN ] [sig ] [540/2211] Failed CXH after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:21.816681] [INFO ] [sig ] [541/2211] Forecasting CXM... [2025-10-09T00:04:21.816753] [INFO ] [sig ] Generating forecast for: CXM [2025-10-09T00:04:21.816826] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXM' from 'https://tdm.silogroup.org/data/derivative_storage/CXM.csv'. [2025-10-09T00:04:21.827743] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CXM'. [2025-10-09T00:04:21.828258] [INFO ] [FORECASTER] Starting predict_future for CXM [2025-10-09T00:04:21.855437] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:21.856196] [DEBUG] [LOCAL ] No optimal features file found for CXM: ./output/feature-sets/CXM.txt [2025-10-09T00:04:21.856274] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:21.856345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:21.856413] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:21.856512] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:21.875251] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:21.875904] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:21.876012] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:21.876085] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:21.913117] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:21.913233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:21.913275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:21.913308] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:21.916554] [DEBUG] [FORECASTER] CXM: Forecast T+1@11:T+2@11: DOWN (p=27.90%) [2025-10-09T00:04:21.916920] [INFO ] [FORECASTER] Completed predict_future for CXM [2025-10-09T00:04:21.917074] [INFO ] [sig ] CXM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:22.066818] [INFO ] [LOCAL ] Saved forecast: CXM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/CXM.txt [2025-10-09T00:04:22.067076] [WARN ] [sig ] [541/2211] Failed CXM after 0.3s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:22.067154] [INFO ] [sig ] [542/2211] Forecasting CXT... [2025-10-09T00:04:22.067224] [INFO ] [sig ] Generating forecast for: CXT [2025-10-09T00:04:22.067304] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXT' from 'https://tdm.silogroup.org/data/derivative_storage/CXT.csv'. [2025-10-09T00:04:22.079363] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CXT'. [2025-10-09T00:04:22.079862] [INFO ] [FORECASTER] Starting predict_future for CXT [2025-10-09T00:04:22.105931] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:22.106804] [DEBUG] [LOCAL ] No optimal features file found for CXT: ./output/feature-sets/CXT.txt [2025-10-09T00:04:22.106883] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:22.106956] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:22.107025] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:22.107122] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:22.124575] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:22.125356] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:22.125473] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:22.125540] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:22.160833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:22.160985] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:22.161029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:22.161063] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:22.164461] [DEBUG] [FORECASTER] CXT: Forecast T+1@11:T+2@11: UP (p=54.36%) [2025-10-09T00:04:22.164799] [INFO ] [FORECASTER] Completed predict_future for CXT [2025-10-09T00:04:22.164957] [INFO ] [sig ] CXT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:22.308497] [INFO ] [LOCAL ] Saved forecast: CXT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CXT.txt [2025-10-09T00:04:22.308845] [WARN ] [sig ] [542/2211] Failed CXT after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:22.308933] [INFO ] [sig ] [543/2211] Forecasting CXW... [2025-10-09T00:04:22.309005] [INFO ] [sig ] Generating forecast for: CXW [2025-10-09T00:04:22.309076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXW' from 'https://tdm.silogroup.org/data/derivative_storage/CXW.csv'. [2025-10-09T00:04:22.320418] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CXW'. [2025-10-09T00:04:22.320859] [INFO ] [FORECASTER] Starting predict_future for CXW [2025-10-09T00:04:22.346738] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:22.347542] [DEBUG] [LOCAL ] No optimal features file found for CXW: ./output/feature-sets/CXW.txt [2025-10-09T00:04:22.347622] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:22.347722] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:22.347788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:22.347888] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:22.365353] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:22.366049] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:22.366162] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:22.366231] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:22.404341] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:22.404571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:22.404622] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:22.404693] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:22.408461] [DEBUG] [FORECASTER] CXW: Forecast T+1@11:T+2@11: UP (p=92.38%) [2025-10-09T00:04:22.408843] [INFO ] [FORECASTER] Completed predict_future for CXW [2025-10-09T00:04:22.409030] [INFO ] [sig ] CXW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:22.554844] [INFO ] [LOCAL ] Saved forecast: CXW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CXW.txt [2025-10-09T00:04:22.555210] [WARN ] [sig ] [543/2211] Failed CXW after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:22.555292] [INFO ] [sig ] [544/2211] Forecasting CYD... [2025-10-09T00:04:22.555363] [INFO ] [sig ] Generating forecast for: CYD [2025-10-09T00:04:22.555436] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CYD' from 'https://tdm.silogroup.org/data/derivative_storage/CYD.csv'. [2025-10-09T00:04:22.568374] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CYD'. [2025-10-09T00:04:22.568797] [INFO ] [FORECASTER] Starting predict_future for CYD [2025-10-09T00:04:22.594802] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:22.595725] [DEBUG] [LOCAL ] No optimal features file found for CYD: ./output/feature-sets/CYD.txt [2025-10-09T00:04:22.595805] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:22.595878] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:22.595947] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:22.596046] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:22.613674] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:22.614594] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:22.614735] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:22.614807] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:22.653079] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:22.653196] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:22.653241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:22.653275] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:22.656668] [DEBUG] [FORECASTER] CYD: Forecast T+1@11:T+2@11: UP (p=99.74%) [2025-10-09T00:04:22.656969] [INFO ] [FORECASTER] Completed predict_future for CYD [2025-10-09T00:04:22.657112] [INFO ] [sig ] CYD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:22.803001] [INFO ] [LOCAL ] Saved forecast: CYD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CYD.txt [2025-10-09T00:04:22.803290] [WARN ] [sig ] [544/2211] Failed CYD after 0.2s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:22.803371] [INFO ] [sig ] [545/2211] Forecasting CYH... [2025-10-09T00:04:22.803444] [INFO ] [sig ] Generating forecast for: CYH [2025-10-09T00:04:22.803519] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CYH' from 'https://tdm.silogroup.org/data/derivative_storage/CYH.csv'. [2025-10-09T00:04:22.814885] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'CYH'. [2025-10-09T00:04:22.815343] [INFO ] [FORECASTER] Starting predict_future for CYH [2025-10-09T00:04:22.843954] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:22.844876] [DEBUG] [LOCAL ] No optimal features file found for CYH: ./output/feature-sets/CYH.txt [2025-10-09T00:04:22.844965] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:22.845043] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:22.845115] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:22.845218] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:22.863843] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:22.864455] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:22.864565] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:22.864686] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:22.901768] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:22.901865] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:22.901907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:22.901942] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:22.905152] [DEBUG] [FORECASTER] CYH: Forecast T+1@11:T+2@11: UP (p=96.53%) [2025-10-09T00:04:22.905437] [INFO ] [FORECASTER] Completed predict_future for CYH [2025-10-09T00:04:22.905578] [INFO ] [sig ] CYH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:23.071760] [INFO ] [LOCAL ] Saved forecast: CYH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/CYH.txt [2025-10-09T00:04:23.072086] [WARN ] [sig ] [545/2211] Failed CYH after 0.3s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:23.072174] [INFO ] [sig ] [546/2211] Forecasting D... [2025-10-09T00:04:23.072247] [INFO ] [sig ] Generating forecast for: D [2025-10-09T00:04:23.072323] [DEBUG] [REMOTE ] Fetching historical data for symbol 'D' from 'https://tdm.silogroup.org/data/derivative_storage/D.csv'. [2025-10-09T00:04:23.083274] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'D'. [2025-10-09T00:04:23.083767] [INFO ] [FORECASTER] Starting predict_future for D [2025-10-09T00:04:23.112048] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:23.113105] [DEBUG] [LOCAL ] No optimal features file found for D: ./output/feature-sets/D.txt [2025-10-09T00:04:23.113184] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:23.113258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:23.113327] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:23.113427] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:23.131588] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:23.132248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:23.132361] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:23.132433] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:23.172754] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:23.172857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:23.172898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:23.172932] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:23.176112] [DEBUG] [FORECASTER] D: Forecast T+1@11:T+2@11: DOWN (p=28.25%) [2025-10-09T00:04:23.176387] [INFO ] [FORECASTER] Completed predict_future for D [2025-10-09T00:04:23.176525] [INFO ] [sig ] D: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:23.326453] [INFO ] [LOCAL ] Saved forecast: D 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/D.txt [2025-10-09T00:04:23.326847] [WARN ] [sig ] [546/2211] Failed D after 0.3s | 4.50 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:23.326933] [INFO ] [sig ] [547/2211] Forecasting DAC... [2025-10-09T00:04:23.327028] [INFO ] [sig ] Generating forecast for: DAC [2025-10-09T00:04:23.327119] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAC' from 'https://tdm.silogroup.org/data/derivative_storage/DAC.csv'. [2025-10-09T00:04:23.339576] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DAC'. [2025-10-09T00:04:23.339944] [INFO ] [FORECASTER] Starting predict_future for DAC [2025-10-09T00:04:23.366193] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:23.366966] [DEBUG] [LOCAL ] No optimal features file found for DAC: ./output/feature-sets/DAC.txt [2025-10-09T00:04:23.367045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:23.367153] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:23.367225] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:23.367349] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:23.385511] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:23.386277] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:23.386406] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:23.386483] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:23.429483] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:23.429766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:23.429850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:23.429890] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:23.433702] [DEBUG] [FORECASTER] DAC: Forecast T+1@11:T+2@11: DOWN (p=11.26%) [2025-10-09T00:04:23.434022] [INFO ] [FORECASTER] Completed predict_future for DAC [2025-10-09T00:04:23.434212] [INFO ] [sig ] DAC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:23.578454] [INFO ] [LOCAL ] Saved forecast: DAC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DAC.txt [2025-10-09T00:04:23.578729] [WARN ] [sig ] [547/2211] Failed DAC after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:23.578810] [INFO ] [sig ] [548/2211] Forecasting DAL... [2025-10-09T00:04:23.578881] [INFO ] [sig ] Generating forecast for: DAL [2025-10-09T00:04:23.578962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAL' from 'https://tdm.silogroup.org/data/derivative_storage/DAL.csv'. [2025-10-09T00:04:23.589837] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DAL'. [2025-10-09T00:04:23.590146] [INFO ] [FORECASTER] Starting predict_future for DAL [2025-10-09T00:04:23.615428] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:23.616303] [DEBUG] [LOCAL ] No optimal features file found for DAL: ./output/feature-sets/DAL.txt [2025-10-09T00:04:23.616388] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:23.616461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:23.616530] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:23.616630] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:23.635223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:23.635917] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:23.636029] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:23.636103] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:23.678586] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:23.678730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:23.678788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:23.678823] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:23.682202] [DEBUG] [FORECASTER] DAL: Forecast T+1@11:T+2@11: UP (p=83.39%) [2025-10-09T00:04:23.682493] [INFO ] [FORECASTER] Completed predict_future for DAL [2025-10-09T00:04:23.682664] [INFO ] [sig ] DAL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:23.825246] [INFO ] [LOCAL ] Saved forecast: DAL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DAL.txt [2025-10-09T00:04:23.825518] [WARN ] [sig ] [548/2211] Failed DAL after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:23.825600] [INFO ] [sig ] [549/2211] Forecasting DAN... [2025-10-09T00:04:23.825698] [INFO ] [sig ] Generating forecast for: DAN [2025-10-09T00:04:23.825774] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAN' from 'https://tdm.silogroup.org/data/derivative_storage/DAN.csv'. [2025-10-09T00:04:23.837247] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DAN'. [2025-10-09T00:04:23.837607] [INFO ] [FORECASTER] Starting predict_future for DAN [2025-10-09T00:04:23.863473] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:23.864271] [DEBUG] [LOCAL ] No optimal features file found for DAN: ./output/feature-sets/DAN.txt [2025-10-09T00:04:23.864353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:23.864427] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:23.864498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:23.864600] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:23.883507] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:23.884150] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:23.884259] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:23.884333] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:23.926459] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:23.926582] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:23.926626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:23.926700] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:23.930223] [DEBUG] [FORECASTER] DAN: Forecast T+1@11:T+2@11: DOWN (p=2.44%) [2025-10-09T00:04:23.930506] [INFO ] [FORECASTER] Completed predict_future for DAN [2025-10-09T00:04:23.930687] [INFO ] [sig ] DAN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:24.079830] [INFO ] [LOCAL ] Saved forecast: DAN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DAN.txt [2025-10-09T00:04:24.080190] [WARN ] [sig ] [549/2211] Failed DAN after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:24.080275] [INFO ] [sig ] [550/2211] Forecasting DAO... [2025-10-09T00:04:24.080348] [INFO ] [sig ] Generating forecast for: DAO [2025-10-09T00:04:24.080435] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAO' from 'https://tdm.silogroup.org/data/derivative_storage/DAO.csv'. [2025-10-09T00:04:24.091851] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DAO'. [2025-10-09T00:04:24.092167] [INFO ] [FORECASTER] Starting predict_future for DAO [2025-10-09T00:04:24.118511] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:24.119422] [DEBUG] [LOCAL ] No optimal features file found for DAO: ./output/feature-sets/DAO.txt [2025-10-09T00:04:24.119507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:24.119585] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:24.119689] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:24.119803] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:24.138272] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:24.138966] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:24.139077] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:24.139150] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:24.183004] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:24.183118] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:24.183161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:24.183196] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:24.186563] [DEBUG] [FORECASTER] DAO: Forecast T+1@11:T+2@11: UP (p=88.56%) [2025-10-09T00:04:24.186883] [INFO ] [FORECASTER] Completed predict_future for DAO [2025-10-09T00:04:24.187092] [INFO ] [sig ] DAO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:24.335255] [INFO ] [LOCAL ] Saved forecast: DAO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DAO.txt [2025-10-09T00:04:24.335578] [WARN ] [sig ] [550/2211] Failed DAO after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:24.335685] [INFO ] [sig ] [551/2211] Forecasting DAR... [2025-10-09T00:04:24.335763] [INFO ] [sig ] Generating forecast for: DAR [2025-10-09T00:04:24.335840] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAR' from 'https://tdm.silogroup.org/data/derivative_storage/DAR.csv'. [2025-10-09T00:04:24.346851] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DAR'. [2025-10-09T00:04:24.347320] [INFO ] [FORECASTER] Starting predict_future for DAR [2025-10-09T00:04:24.372988] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:24.373973] [DEBUG] [LOCAL ] No optimal features file found for DAR: ./output/feature-sets/DAR.txt [2025-10-09T00:04:24.374056] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:24.374129] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:24.374197] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:24.374297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:24.392516] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:24.393187] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:24.393300] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:24.393372] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:24.431590] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:24.431758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:24.431816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:24.431851] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:24.435108] [DEBUG] [FORECASTER] DAR: Forecast T+1@11:T+2@11: DOWN (p=46.94%) [2025-10-09T00:04:24.435394] [INFO ] [FORECASTER] Completed predict_future for DAR [2025-10-09T00:04:24.435530] [INFO ] [sig ] DAR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:24.580775] [INFO ] [LOCAL ] Saved forecast: DAR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DAR.txt [2025-10-09T00:04:24.581059] [WARN ] [sig ] [551/2211] Failed DAR after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:24.581139] [INFO ] [sig ] [552/2211] Forecasting DAVA... [2025-10-09T00:04:24.581209] [INFO ] [sig ] Generating forecast for: DAVA [2025-10-09T00:04:24.581281] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAVA' from 'https://tdm.silogroup.org/data/derivative_storage/DAVA.csv'. [2025-10-09T00:04:24.592023] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DAVA'. [2025-10-09T00:04:24.592345] [INFO ] [FORECASTER] Starting predict_future for DAVA [2025-10-09T00:04:24.617627] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:24.618392] [DEBUG] [LOCAL ] No optimal features file found for DAVA: ./output/feature-sets/DAVA.txt [2025-10-09T00:04:24.618470] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:24.618542] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:24.618610] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:24.618737] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:24.636844] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:24.637439] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:24.637547] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:24.637619] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:24.675623] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:24.675780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:24.675827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:24.675860] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:24.679015] [DEBUG] [FORECASTER] DAVA: Forecast T+1@11:T+2@11: DOWN (p=20.58%) [2025-10-09T00:04:24.679321] [INFO ] [FORECASTER] Completed predict_future for DAVA [2025-10-09T00:04:24.679466] [INFO ] [sig ] DAVA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:24.825372] [INFO ] [LOCAL ] Saved forecast: DAVA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DAVA.txt [2025-10-09T00:04:24.825698] [WARN ] [sig ] [552/2211] Failed DAVA after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T00:04:24.825781] [INFO ] [sig ] [553/2211] Forecasting DAY... [2025-10-09T00:04:24.825851] [INFO ] [sig ] Generating forecast for: DAY [2025-10-09T00:04:24.825923] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAY' from 'https://tdm.silogroup.org/data/derivative_storage/DAY.csv'. [2025-10-09T00:04:24.831677] [WARN ] [REMOTE ] Historical data not found for symbol 'DAY' (404). [2025-10-09T00:04:24.831871] [FATAL] [sig ] DAY: No historical data fetched. [2025-10-09T00:04:24.831963] [WARN ] [sig ] [553/2211] Failed DAY after 0.0s | 4.50 sym/s | Total: 2.0m | ETA: 6.1m [2025-10-09T00:04:24.832035] [INFO ] [sig ] [554/2211] Forecasting DB... [2025-10-09T00:04:24.832177] [INFO ] [sig ] Generating forecast for: DB [2025-10-09T00:04:24.832267] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DB' from 'https://tdm.silogroup.org/data/derivative_storage/DB.csv'. [2025-10-09T00:04:24.841226] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DB'. [2025-10-09T00:04:24.841583] [INFO ] [FORECASTER] Starting predict_future for DB [2025-10-09T00:04:24.868342] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:24.869167] [DEBUG] [LOCAL ] No optimal features file found for DB: ./output/feature-sets/DB.txt [2025-10-09T00:04:24.869272] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:24.869363] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:24.869446] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:24.869572] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:24.888312] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:24.888979] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:24.889086] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:24.889171] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:24.927980] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:24.928188] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:24.928238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:24.928276] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:24.932180] [DEBUG] [FORECASTER] DB: Forecast T+1@11:T+2@11: UP (p=97.03%) [2025-10-09T00:04:24.932623] [INFO ] [FORECASTER] Completed predict_future for DB [2025-10-09T00:04:24.932832] [INFO ] [sig ] DB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:25.074901] [INFO ] [LOCAL ] Saved forecast: DB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DB.txt [2025-10-09T00:04:25.075194] [WARN ] [sig ] [554/2211] Failed DB after 0.2s | 4.50 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:25.075275] [INFO ] [sig ] [555/2211] Forecasting DBD... [2025-10-09T00:04:25.075347] [INFO ] [sig ] Generating forecast for: DBD [2025-10-09T00:04:25.075418] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBD' from 'https://tdm.silogroup.org/data/derivative_storage/DBD.csv'. [2025-10-09T00:04:25.080816] [WARN ] [REMOTE ] Historical data not found for symbol 'DBD' (404). [2025-10-09T00:04:25.081024] [FATAL] [sig ] DBD: No historical data fetched. [2025-10-09T00:04:25.081113] [WARN ] [sig ] [555/2211] Failed DBD after 0.0s | 4.51 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:25.081185] [INFO ] [sig ] [556/2211] Forecasting DBI... [2025-10-09T00:04:25.081251] [INFO ] [sig ] Generating forecast for: DBI [2025-10-09T00:04:25.081375] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBI' from 'https://tdm.silogroup.org/data/derivative_storage/DBI.csv'. [2025-10-09T00:04:25.090874] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DBI'. [2025-10-09T00:04:25.091211] [INFO ] [FORECASTER] Starting predict_future for DBI [2025-10-09T00:04:25.116546] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:25.117345] [DEBUG] [LOCAL ] No optimal features file found for DBI: ./output/feature-sets/DBI.txt [2025-10-09T00:04:25.117424] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:25.117511] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:25.117593] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:25.117738] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:25.135582] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:25.136216] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:25.136325] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:25.136409] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:25.174855] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:25.174994] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:25.175037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:25.175070] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:25.178358] [DEBUG] [FORECASTER] DBI: Forecast T+1@11:T+2@11: DOWN (p=47.80%) [2025-10-09T00:04:25.178669] [INFO ] [FORECASTER] Completed predict_future for DBI [2025-10-09T00:04:25.178855] [INFO ] [sig ] DBI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:25.322940] [INFO ] [LOCAL ] Saved forecast: DBI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DBI.txt [2025-10-09T00:04:25.323203] [WARN ] [sig ] [556/2211] Failed DBI after 0.2s | 4.50 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:25.323306] [INFO ] [sig ] [557/2211] Forecasting DBL... [2025-10-09T00:04:25.323391] [INFO ] [sig ] Generating forecast for: DBL [2025-10-09T00:04:25.323478] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBL' from 'https://tdm.silogroup.org/data/derivative_storage/DBL.csv'. [2025-10-09T00:04:25.328413] [WARN ] [REMOTE ] Historical data not found for symbol 'DBL' (404). [2025-10-09T00:04:25.328601] [FATAL] [sig ] DBL: No historical data fetched. [2025-10-09T00:04:25.328713] [WARN ] [sig ] [557/2211] Failed DBL after 0.0s | 4.51 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:25.328785] [INFO ] [sig ] [558/2211] Forecasting DBRG... [2025-10-09T00:04:25.328853] [INFO ] [sig ] Generating forecast for: DBRG [2025-10-09T00:04:25.328921] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBRG' from 'https://tdm.silogroup.org/data/derivative_storage/DBRG.csv'. [2025-10-09T00:04:25.338366] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DBRG'. [2025-10-09T00:04:25.338715] [INFO ] [FORECASTER] Starting predict_future for DBRG [2025-10-09T00:04:25.364686] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:25.365451] [DEBUG] [LOCAL ] No optimal features file found for DBRG: ./output/feature-sets/DBRG.txt [2025-10-09T00:04:25.365529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:25.365615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:25.365708] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:25.365808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:25.384442] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:25.385090] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:25.385203] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:25.385274] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:25.423562] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:25.423756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:25.423819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:25.423855] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:25.427352] [DEBUG] [FORECASTER] DBRG: Forecast T+1@11:T+2@11: UP (p=98.37%) [2025-10-09T00:04:25.427686] [INFO ] [FORECASTER] Completed predict_future for DBRG [2025-10-09T00:04:25.427855] [INFO ] [sig ] DBRG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:25.573058] [INFO ] [LOCAL ] Saved forecast: DBRG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DBRG.txt [2025-10-09T00:04:25.573366] [WARN ] [sig ] [558/2211] Failed DBRG after 0.2s | 4.51 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:25.573449] [INFO ] [sig ] [559/2211] Forecasting DCI... [2025-10-09T00:04:25.573521] [INFO ] [sig ] Generating forecast for: DCI [2025-10-09T00:04:25.573593] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DCI' from 'https://tdm.silogroup.org/data/derivative_storage/DCI.csv'. [2025-10-09T00:04:25.583853] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DCI'. [2025-10-09T00:04:25.584226] [INFO ] [FORECASTER] Starting predict_future for DCI [2025-10-09T00:04:25.614632] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:25.615603] [DEBUG] [LOCAL ] No optimal features file found for DCI: ./output/feature-sets/DCI.txt [2025-10-09T00:04:25.615709] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:25.615799] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:25.615881] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:25.615995] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:25.634300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:25.635211] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:25.635337] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:25.635427] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:25.673751] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:25.673861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:25.673903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:25.673937] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:25.677095] [DEBUG] [FORECASTER] DCI: Forecast T+1@11:T+2@11: UP (p=80.64%) [2025-10-09T00:04:25.677373] [INFO ] [FORECASTER] Completed predict_future for DCI [2025-10-09T00:04:25.677530] [INFO ] [sig ] DCI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:25.820134] [INFO ] [LOCAL ] Saved forecast: DCI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DCI.txt [2025-10-09T00:04:25.820391] [WARN ] [sig ] [559/2211] Failed DCI after 0.2s | 4.51 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:25.820472] [INFO ] [sig ] [560/2211] Forecasting DCO... [2025-10-09T00:04:25.820545] [INFO ] [sig ] Generating forecast for: DCO [2025-10-09T00:04:25.820611] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DCO' from 'https://tdm.silogroup.org/data/derivative_storage/DCO.csv'. [2025-10-09T00:04:25.826805] [WARN ] [REMOTE ] Historical data not found for symbol 'DCO' (404). [2025-10-09T00:04:25.827016] [FATAL] [sig ] DCO: No historical data fetched. [2025-10-09T00:04:25.827111] [WARN ] [sig ] [560/2211] Failed DCO after 0.0s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:25.827198] [INFO ] [sig ] [561/2211] Forecasting DD... [2025-10-09T00:04:25.827282] [INFO ] [sig ] Generating forecast for: DD [2025-10-09T00:04:25.827365] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DD' from 'https://tdm.silogroup.org/data/derivative_storage/DD.csv'. [2025-10-09T00:04:25.837056] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'DD'. [2025-10-09T00:04:25.837384] [INFO ] [FORECASTER] Starting predict_future for DD [2025-10-09T00:04:25.864136] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:25.865037] [DEBUG] [LOCAL ] No optimal features file found for DD: ./output/feature-sets/DD.txt [2025-10-09T00:04:25.865120] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:25.865209] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:25.865292] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:25.865408] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:25.884142] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:25.884803] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:25.884907] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:25.884988] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:25.923096] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:25.923260] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:25.923306] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:25.923340] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:25.926955] [DEBUG] [FORECASTER] DD: Forecast T+1@11:T+2@11: UP (p=96.55%) [2025-10-09T00:04:25.927250] [INFO ] [FORECASTER] Completed predict_future for DD [2025-10-09T00:04:25.927389] [INFO ] [sig ] DD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:26.069682] [INFO ] [LOCAL ] Saved forecast: DD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DD.txt [2025-10-09T00:04:26.069943] [WARN ] [sig ] [561/2211] Failed DD after 0.2s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:26.070044] [INFO ] [sig ] [562/2211] Forecasting DDD... [2025-10-09T00:04:26.070127] [INFO ] [sig ] Generating forecast for: DDD [2025-10-09T00:04:26.070215] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDD' from 'https://tdm.silogroup.org/data/derivative_storage/DDD.csv'. [2025-10-09T00:04:26.075567] [WARN ] [REMOTE ] Historical data not found for symbol 'DDD' (404). [2025-10-09T00:04:26.075791] [FATAL] [sig ] DDD: No historical data fetched. [2025-10-09T00:04:26.075880] [WARN ] [sig ] [562/2211] Failed DDD after 0.0s | 4.53 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:26.075964] [INFO ] [sig ] [563/2211] Forecasting DDL... [2025-10-09T00:04:26.076046] [INFO ] [sig ] Generating forecast for: DDL [2025-10-09T00:04:26.076133] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDL' from 'https://tdm.silogroup.org/data/derivative_storage/DDL.csv'. [2025-10-09T00:04:26.084863] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DDL'. [2025-10-09T00:04:26.085204] [INFO ] [FORECASTER] Starting predict_future for DDL [2025-10-09T00:04:26.111638] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:26.112570] [DEBUG] [LOCAL ] No optimal features file found for DDL: ./output/feature-sets/DDL.txt [2025-10-09T00:04:26.112856] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:26.112936] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:26.113021] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:26.113144] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:26.131910] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:26.132851] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:26.132969] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:26.133055] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:26.169501] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:26.169745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:26.169817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:26.169858] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:26.173469] [DEBUG] [FORECASTER] DDL: Forecast T+1@11:T+2@11: UP (p=66.10%) [2025-10-09T00:04:26.173828] [INFO ] [FORECASTER] Completed predict_future for DDL [2025-10-09T00:04:26.173990] [INFO ] [sig ] DDL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:26.319460] [INFO ] [LOCAL ] Saved forecast: DDL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DDL.txt [2025-10-09T00:04:26.319790] [WARN ] [sig ] [563/2211] Failed DDL after 0.2s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:26.319881] [INFO ] [sig ] [564/2211] Forecasting DDS... [2025-10-09T00:04:26.319952] [INFO ] [sig ] Generating forecast for: DDS [2025-10-09T00:04:26.320026] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDS' from 'https://tdm.silogroup.org/data/derivative_storage/DDS.csv'. [2025-10-09T00:04:26.330629] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'DDS'. [2025-10-09T00:04:26.331107] [INFO ] [FORECASTER] Starting predict_future for DDS [2025-10-09T00:04:26.357557] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:26.358444] [DEBUG] [LOCAL ] No optimal features file found for DDS: ./output/feature-sets/DDS.txt [2025-10-09T00:04:26.358529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:26.358603] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:26.358699] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:26.358802] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:26.381197] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:26.382571] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:26.382729] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:26.382817] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:26.420149] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:26.420363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:26.420412] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:26.420446] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:26.424147] [DEBUG] [FORECASTER] DDS: Forecast T+1@11:T+2@11: DOWN (p=34.91%) [2025-10-09T00:04:26.424470] [INFO ] [FORECASTER] Completed predict_future for DDS [2025-10-09T00:04:26.424620] [INFO ] [sig ] DDS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:26.582421] [INFO ] [LOCAL ] Saved forecast: DDS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DDS.txt [2025-10-09T00:04:26.582803] [WARN ] [sig ] [564/2211] Failed DDS after 0.3s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:26.582888] [INFO ] [sig ] [565/2211] Forecasting DDT... [2025-10-09T00:04:26.582961] [INFO ] [sig ] Generating forecast for: DDT [2025-10-09T00:04:26.583047] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDT' from 'https://tdm.silogroup.org/data/derivative_storage/DDT.csv'. [2025-10-09T00:04:26.594360] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DDT'. [2025-10-09T00:04:26.594796] [INFO ] [FORECASTER] Starting predict_future for DDT [2025-10-09T00:04:26.621007] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:26.621871] [DEBUG] [LOCAL ] No optimal features file found for DDT: ./output/feature-sets/DDT.txt [2025-10-09T00:04:26.621949] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:26.622021] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:26.622089] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:26.622189] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:26.640135] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:26.641156] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:26.641275] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:26.641346] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:26.677586] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:26.677841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:26.677898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:26.677933] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:26.681925] [DEBUG] [FORECASTER] DDT: Forecast T+1@11:T+2@11: DOWN (p=6.61%) [2025-10-09T00:04:26.682226] [INFO ] [FORECASTER] Completed predict_future for DDT [2025-10-09T00:04:26.682376] [INFO ] [sig ] DDT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:26.825994] [INFO ] [LOCAL ] Saved forecast: DDT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DDT.txt [2025-10-09T00:04:26.826250] [WARN ] [sig ] [565/2211] Failed DDT after 0.2s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:26.826328] [INFO ] [sig ] [566/2211] Forecasting DE... [2025-10-09T00:04:26.826397] [INFO ] [sig ] Generating forecast for: DE [2025-10-09T00:04:26.826467] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DE' from 'https://tdm.silogroup.org/data/derivative_storage/DE.csv'. [2025-10-09T00:04:26.837204] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DE'. [2025-10-09T00:04:26.837523] [INFO ] [FORECASTER] Starting predict_future for DE [2025-10-09T00:04:26.863270] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:26.864095] [DEBUG] [LOCAL ] No optimal features file found for DE: ./output/feature-sets/DE.txt [2025-10-09T00:04:26.864174] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:26.864246] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:26.864316] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:26.864416] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:26.883094] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:26.883719] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:26.883831] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:26.883902] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:26.920128] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:26.920252] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:26.920294] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:26.920328] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:26.923598] [DEBUG] [FORECASTER] DE: Forecast T+1@11:T+2@11: DOWN (p=2.92%) [2025-10-09T00:04:26.923910] [INFO ] [FORECASTER] Completed predict_future for DE [2025-10-09T00:04:26.924076] [INFO ] [sig ] DE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:27.069204] [INFO ] [LOCAL ] Saved forecast: DE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DE.txt [2025-10-09T00:04:27.069488] [WARN ] [sig ] [566/2211] Failed DE after 0.2s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:27.069565] [INFO ] [sig ] [567/2211] Forecasting DEA... [2025-10-09T00:04:27.069635] [INFO ] [sig ] Generating forecast for: DEA [2025-10-09T00:04:27.069731] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEA' from 'https://tdm.silogroup.org/data/derivative_storage/DEA.csv'. [2025-10-09T00:04:27.079513] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DEA'. [2025-10-09T00:04:27.079848] [INFO ] [FORECASTER] Starting predict_future for DEA [2025-10-09T00:04:27.105461] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:27.106243] [DEBUG] [LOCAL ] No optimal features file found for DEA: ./output/feature-sets/DEA.txt [2025-10-09T00:04:27.106324] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:27.106397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:27.106467] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:27.106569] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:27.125068] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:27.125702] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:27.125815] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:27.125888] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:27.167974] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:27.168157] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:27.168214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:27.168250] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:27.172494] [DEBUG] [FORECASTER] DEA: Forecast T+1@11:T+2@11: DOWN (p=25.51%) [2025-10-09T00:04:27.172897] [INFO ] [FORECASTER] Completed predict_future for DEA [2025-10-09T00:04:27.173085] [INFO ] [sig ] DEA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:27.317384] [INFO ] [LOCAL ] Saved forecast: DEA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DEA.txt [2025-10-09T00:04:27.317669] [WARN ] [sig ] [567/2211] Failed DEA after 0.2s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:27.317751] [INFO ] [sig ] [568/2211] Forecasting DEC... [2025-10-09T00:04:27.317824] [INFO ] [sig ] Generating forecast for: DEC [2025-10-09T00:04:27.317898] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEC' from 'https://tdm.silogroup.org/data/derivative_storage/DEC.csv'. [2025-10-09T00:04:27.329849] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DEC'. [2025-10-09T00:04:27.330230] [INFO ] [FORECASTER] Starting predict_future for DEC [2025-10-09T00:04:27.356853] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:27.357667] [DEBUG] [LOCAL ] No optimal features file found for DEC: ./output/feature-sets/DEC.txt [2025-10-09T00:04:27.357746] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:27.357830] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:27.357913] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:27.358026] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:27.375906] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:27.376669] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:27.376781] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:27.376863] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:27.412188] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:27.412302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:27.412386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:27.412443] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:27.415672] [DEBUG] [FORECASTER] DEC: Forecast T+1@11:T+2@11: DOWN (p=14.76%) [2025-10-09T00:04:27.415971] [INFO ] [FORECASTER] Completed predict_future for DEC [2025-10-09T00:04:27.416118] [INFO ] [sig ] DEC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:27.558111] [INFO ] [LOCAL ] Saved forecast: DEC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DEC.txt [2025-10-09T00:04:27.558410] [WARN ] [sig ] [568/2211] Failed DEC after 0.2s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:27.558493] [INFO ] [sig ] [569/2211] Forecasting DECK... [2025-10-09T00:04:27.558566] [INFO ] [sig ] Generating forecast for: DECK [2025-10-09T00:04:27.558659] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DECK' from 'https://tdm.silogroup.org/data/derivative_storage/DECK.csv'. [2025-10-09T00:04:27.569139] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DECK'. [2025-10-09T00:04:27.569549] [INFO ] [FORECASTER] Starting predict_future for DECK [2025-10-09T00:04:27.595797] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:27.596617] [DEBUG] [LOCAL ] No optimal features file found for DECK: ./output/feature-sets/DECK.txt [2025-10-09T00:04:27.596721] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:27.596794] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:27.596875] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:27.596998] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:27.615134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:27.615813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:27.615924] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:27.615974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:27.651557] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:27.651700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:27.651765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:27.651802] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:27.655284] [DEBUG] [FORECASTER] DECK: Forecast T+1@11:T+2@11: UP (p=72.89%) [2025-10-09T00:04:27.655595] [INFO ] [FORECASTER] Completed predict_future for DECK [2025-10-09T00:04:27.655769] [INFO ] [sig ] DECK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:27.807660] [INFO ] [LOCAL ] Saved forecast: DECK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DECK.txt [2025-10-09T00:04:27.807920] [WARN ] [sig ] [569/2211] Failed DECK after 0.2s | 4.52 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T00:04:27.807998] [INFO ] [sig ] [570/2211] Forecasting DEI... [2025-10-09T00:04:27.808072] [INFO ] [sig ] Generating forecast for: DEI [2025-10-09T00:04:27.808125] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEI' from 'https://tdm.silogroup.org/data/derivative_storage/DEI.csv'. [2025-10-09T00:04:27.813014] [WARN ] [REMOTE ] Historical data not found for symbol 'DEI' (404). [2025-10-09T00:04:27.813234] [FATAL] [sig ] DEI: No historical data fetched. [2025-10-09T00:04:27.813325] [WARN ] [sig ] [570/2211] Failed DEI after 0.0s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:27.813396] [INFO ] [sig ] [571/2211] Forecasting DELL... [2025-10-09T00:04:27.813463] [INFO ] [sig ] Generating forecast for: DELL [2025-10-09T00:04:27.813530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DELL' from 'https://tdm.silogroup.org/data/derivative_storage/DELL.csv'. [2025-10-09T00:04:27.822719] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DELL'. [2025-10-09T00:04:27.823045] [INFO ] [FORECASTER] Starting predict_future for DELL [2025-10-09T00:04:27.848348] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:27.849164] [DEBUG] [LOCAL ] No optimal features file found for DELL: ./output/feature-sets/DELL.txt [2025-10-09T00:04:27.849261] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:27.849336] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:27.849404] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:27.849503] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:27.867092] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:27.867719] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:27.867823] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:27.867892] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:27.900990] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:27.901107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:27.901149] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:27.901182] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:27.904492] [DEBUG] [FORECASTER] DELL: Forecast T+1@11:T+2@11: UP (p=91.85%) [2025-10-09T00:04:27.904841] [INFO ] [FORECASTER] Completed predict_future for DELL [2025-10-09T00:04:27.904987] [INFO ] [sig ] DELL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:28.046793] [INFO ] [LOCAL ] Saved forecast: DELL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DELL.txt [2025-10-09T00:04:28.047073] [WARN ] [sig ] [571/2211] Failed DELL after 0.2s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:28.047152] [INFO ] [sig ] [572/2211] Forecasting DEO... [2025-10-09T00:04:28.047223] [INFO ] [sig ] Generating forecast for: DEO [2025-10-09T00:04:28.047296] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEO' from 'https://tdm.silogroup.org/data/derivative_storage/DEO.csv'. [2025-10-09T00:04:28.053119] [WARN ] [REMOTE ] Historical data not found for symbol 'DEO' (404). [2025-10-09T00:04:28.053448] [FATAL] [sig ] DEO: No historical data fetched. [2025-10-09T00:04:28.053549] [WARN ] [sig ] [572/2211] Failed DEO after 0.0s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:28.053681] [INFO ] [sig ] [573/2211] Forecasting DFH... [2025-10-09T00:04:28.053759] [INFO ] [sig ] Generating forecast for: DFH [2025-10-09T00:04:28.053845] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DFH' from 'https://tdm.silogroup.org/data/derivative_storage/DFH.csv'. [2025-10-09T00:04:28.063299] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DFH'. [2025-10-09T00:04:28.063777] [INFO ] [FORECASTER] Starting predict_future for DFH [2025-10-09T00:04:28.090418] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:28.091265] [DEBUG] [LOCAL ] No optimal features file found for DFH: ./output/feature-sets/DFH.txt [2025-10-09T00:04:28.091347] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:28.091437] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:28.091522] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:28.091671] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:28.110485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:28.111573] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:28.111750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:28.111848] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:28.154129] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:28.154362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:28.154414] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:28.154449] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:28.158205] [DEBUG] [FORECASTER] DFH: Forecast T+1@11:T+2@11: DOWN (p=49.65%) [2025-10-09T00:04:28.158537] [INFO ] [FORECASTER] Completed predict_future for DFH [2025-10-09T00:04:28.158745] [INFO ] [sig ] DFH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:28.300332] [INFO ] [LOCAL ] Saved forecast: DFH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DFH.txt [2025-10-09T00:04:28.300707] [WARN ] [sig ] [573/2211] Failed DFH after 0.2s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:28.300792] [INFO ] [sig ] [574/2211] Forecasting DFIN... [2025-10-09T00:04:28.300879] [INFO ] [sig ] Generating forecast for: DFIN [2025-10-09T00:04:28.300967] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DFIN' from 'https://tdm.silogroup.org/data/derivative_storage/DFIN.csv'. [2025-10-09T00:04:28.310587] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DFIN'. [2025-10-09T00:04:28.310943] [INFO ] [FORECASTER] Starting predict_future for DFIN [2025-10-09T00:04:28.336594] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:28.337463] [DEBUG] [LOCAL ] No optimal features file found for DFIN: ./output/feature-sets/DFIN.txt [2025-10-09T00:04:28.337544] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:28.337630] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:28.337722] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:28.337832] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:28.355774] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:28.356408] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:28.356520] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:28.356606] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:28.397714] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:28.397945] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:28.397996] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:28.398031] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:28.403680] [DEBUG] [FORECASTER] DFIN: Forecast T+1@11:T+2@11: DOWN (p=27.01%) [2025-10-09T00:04:28.404250] [INFO ] [FORECASTER] Completed predict_future for DFIN [2025-10-09T00:04:28.404490] [INFO ] [sig ] DFIN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:28.571165] [INFO ] [LOCAL ] Saved forecast: DFIN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DFIN.txt [2025-10-09T00:04:28.571493] [WARN ] [sig ] [574/2211] Failed DFIN after 0.3s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:28.571601] [INFO ] [sig ] [575/2211] Forecasting DFP... [2025-10-09T00:04:28.571714] [INFO ] [sig ] Generating forecast for: DFP [2025-10-09T00:04:28.571820] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DFP' from 'https://tdm.silogroup.org/data/derivative_storage/DFP.csv'. [2025-10-09T00:04:28.583001] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DFP'. [2025-10-09T00:04:28.583376] [INFO ] [FORECASTER] Starting predict_future for DFP [2025-10-09T00:04:28.609900] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:28.610762] [DEBUG] [LOCAL ] No optimal features file found for DFP: ./output/feature-sets/DFP.txt [2025-10-09T00:04:28.610874] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:28.610974] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:28.611072] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:28.611216] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:28.629351] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:28.630037] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:28.630172] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:28.630280] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:28.664345] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:28.664496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:28.664543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:28.664580] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:28.668523] [DEBUG] [FORECASTER] DFP: Forecast T+1@11:T+2@11: UP (p=69.84%) [2025-10-09T00:04:28.668906] [INFO ] [FORECASTER] Completed predict_future for DFP [2025-10-09T00:04:28.669074] [INFO ] [sig ] DFP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:28.813163] [INFO ] [LOCAL ] Saved forecast: DFP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DFP.txt [2025-10-09T00:04:28.813436] [WARN ] [sig ] [575/2211] Failed DFP after 0.2s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:28.813517] [INFO ] [sig ] [576/2211] Forecasting DG... [2025-10-09T00:04:28.813584] [INFO ] [sig ] Generating forecast for: DG [2025-10-09T00:04:28.813637] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DG' from 'https://tdm.silogroup.org/data/derivative_storage/DG.csv'. [2025-10-09T00:04:28.818288] [WARN ] [REMOTE ] Historical data not found for symbol 'DG' (404). [2025-10-09T00:04:28.818485] [FATAL] [sig ] DG: No historical data fetched. [2025-10-09T00:04:28.818580] [WARN ] [sig ] [576/2211] Failed DG after 0.0s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:28.818674] [INFO ] [sig ] [577/2211] Forecasting DGX... [2025-10-09T00:04:28.818743] [INFO ] [sig ] Generating forecast for: DGX [2025-10-09T00:04:28.818814] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DGX' from 'https://tdm.silogroup.org/data/derivative_storage/DGX.csv'. [2025-10-09T00:04:28.827762] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DGX'. [2025-10-09T00:04:28.828085] [INFO ] [FORECASTER] Starting predict_future for DGX [2025-10-09T00:04:28.853372] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:28.854159] [DEBUG] [LOCAL ] No optimal features file found for DGX: ./output/feature-sets/DGX.txt [2025-10-09T00:04:28.854238] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:28.854312] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:28.854382] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:28.854481] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:28.871951] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:28.872566] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:28.872694] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:28.872766] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:28.899532] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:28.899763] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:28.899828] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:28.899863] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:28.903375] [DEBUG] [FORECASTER] DGX: Forecast T+1@11:T+2@11: UP (p=99.65%) [2025-10-09T00:04:28.903698] [INFO ] [FORECASTER] Completed predict_future for DGX [2025-10-09T00:04:28.903867] [INFO ] [sig ] DGX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:29.045531] [INFO ] [LOCAL ] Saved forecast: DGX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DGX.txt [2025-10-09T00:04:29.045807] [WARN ] [sig ] [577/2211] Failed DGX after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:29.045888] [INFO ] [sig ] [578/2211] Forecasting DHF... [2025-10-09T00:04:29.045954] [INFO ] [sig ] Generating forecast for: DHF [2025-10-09T00:04:29.046027] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHF' from 'https://tdm.silogroup.org/data/derivative_storage/DHF.csv'. [2025-10-09T00:04:29.050530] [WARN ] [REMOTE ] Historical data not found for symbol 'DHF' (404). [2025-10-09T00:04:29.050738] [FATAL] [sig ] DHF: No historical data fetched. [2025-10-09T00:04:29.050837] [WARN ] [sig ] [578/2211] Failed DHF after 0.0s | 4.55 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:29.050910] [INFO ] [sig ] [579/2211] Forecasting DHI... [2025-10-09T00:04:29.050976] [INFO ] [sig ] Generating forecast for: DHI [2025-10-09T00:04:29.051043] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHI' from 'https://tdm.silogroup.org/data/derivative_storage/DHI.csv'. [2025-10-09T00:04:29.059973] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DHI'. [2025-10-09T00:04:29.060312] [INFO ] [FORECASTER] Starting predict_future for DHI [2025-10-09T00:04:29.085729] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:29.086512] [DEBUG] [LOCAL ] No optimal features file found for DHI: ./output/feature-sets/DHI.txt [2025-10-09T00:04:29.086590] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:29.086683] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:29.086752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:29.086851] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:29.104021] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:29.104592] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:29.104719] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:29.104788] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:29.131323] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:29.131425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:29.131465] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:29.131498] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:29.134664] [DEBUG] [FORECASTER] DHI: Forecast T+1@11:T+2@11: DOWN (p=35.77%) [2025-10-09T00:04:29.134955] [INFO ] [FORECASTER] Completed predict_future for DHI [2025-10-09T00:04:29.135089] [INFO ] [sig ] DHI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:29.281605] [INFO ] [LOCAL ] Saved forecast: DHI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DHI.txt [2025-10-09T00:04:29.281902] [WARN ] [sig ] [579/2211] Failed DHI after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:29.281999] [INFO ] [sig ] [580/2211] Forecasting DHR... [2025-10-09T00:04:29.282071] [INFO ] [sig ] Generating forecast for: DHR [2025-10-09T00:04:29.282143] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHR' from 'https://tdm.silogroup.org/data/derivative_storage/DHR.csv'. [2025-10-09T00:04:29.294033] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'DHR'. [2025-10-09T00:04:29.294354] [INFO ] [FORECASTER] Starting predict_future for DHR [2025-10-09T00:04:29.321423] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:29.322207] [DEBUG] [LOCAL ] No optimal features file found for DHR: ./output/feature-sets/DHR.txt [2025-10-09T00:04:29.322300] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:29.322372] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:29.322440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:29.322540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:29.340366] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:29.341070] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:29.341176] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:29.341245] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:29.375965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:29.376112] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:29.376156] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:29.376190] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:29.379769] [DEBUG] [FORECASTER] DHR: Forecast T+1@11:T+2@11: UP (p=83.01%) [2025-10-09T00:04:29.380066] [INFO ] [FORECASTER] Completed predict_future for DHR [2025-10-09T00:04:29.380207] [INFO ] [sig ] DHR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:29.522910] [INFO ] [LOCAL ] Saved forecast: DHR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DHR.txt [2025-10-09T00:04:29.523150] [WARN ] [sig ] [580/2211] Failed DHR after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:29.523226] [INFO ] [sig ] [581/2211] Forecasting DHT... [2025-10-09T00:04:29.523296] [INFO ] [sig ] Generating forecast for: DHT [2025-10-09T00:04:29.523367] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHT' from 'https://tdm.silogroup.org/data/derivative_storage/DHT.csv'. [2025-10-09T00:04:29.532827] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DHT'. [2025-10-09T00:04:29.533137] [INFO ] [FORECASTER] Starting predict_future for DHT [2025-10-09T00:04:29.558212] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:29.559019] [DEBUG] [LOCAL ] No optimal features file found for DHT: ./output/feature-sets/DHT.txt [2025-10-09T00:04:29.559098] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:29.559194] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:29.559279] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:29.559379] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:29.577112] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:29.577758] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:29.577865] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:29.577933] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:29.617622] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:29.617765] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:29.617819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:29.617862] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:29.621316] [DEBUG] [FORECASTER] DHT: Forecast T+1@11:T+2@11: UP (p=86.67%) [2025-10-09T00:04:29.621602] [INFO ] [FORECASTER] Completed predict_future for DHT [2025-10-09T00:04:29.621773] [INFO ] [sig ] DHT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:29.763604] [INFO ] [LOCAL ] Saved forecast: DHT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DHT.txt [2025-10-09T00:04:29.763886] [WARN ] [sig ] [581/2211] Failed DHT after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:29.763978] [INFO ] [sig ] [582/2211] Forecasting DHX... [2025-10-09T00:04:29.764055] [INFO ] [sig ] Generating forecast for: DHX [2025-10-09T00:04:29.764133] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHX' from 'https://tdm.silogroup.org/data/derivative_storage/DHX.csv'. [2025-10-09T00:04:29.773554] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DHX'. [2025-10-09T00:04:29.773902] [INFO ] [FORECASTER] Starting predict_future for DHX [2025-10-09T00:04:29.798971] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:29.799769] [DEBUG] [LOCAL ] No optimal features file found for DHX: ./output/feature-sets/DHX.txt [2025-10-09T00:04:29.799846] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:29.799918] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:29.799985] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:29.800083] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:29.817395] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:29.818007] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:29.818111] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:29.818180] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:29.852203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:29.852306] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:29.852347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:29.852380] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:29.855670] [DEBUG] [FORECASTER] DHX: Forecast T+1@11:T+2@11: UP (p=83.78%) [2025-10-09T00:04:29.855963] [INFO ] [FORECASTER] Completed predict_future for DHX [2025-10-09T00:04:29.856098] [INFO ] [sig ] DHX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:29.998207] [INFO ] [LOCAL ] Saved forecast: DHX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DHX.txt [2025-10-09T00:04:29.998542] [WARN ] [sig ] [582/2211] Failed DHX after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:29.998621] [INFO ] [sig ] [583/2211] Forecasting DIAX... [2025-10-09T00:04:29.998718] [INFO ] [sig ] Generating forecast for: DIAX [2025-10-09T00:04:29.998790] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DIAX' from 'https://tdm.silogroup.org/data/derivative_storage/DIAX.csv'. [2025-10-09T00:04:30.009318] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DIAX'. [2025-10-09T00:04:30.009724] [INFO ] [FORECASTER] Starting predict_future for DIAX [2025-10-09T00:04:30.034920] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:30.035677] [DEBUG] [LOCAL ] No optimal features file found for DIAX: ./output/feature-sets/DIAX.txt [2025-10-09T00:04:30.035756] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:30.035827] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:30.035900] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:30.035999] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:30.053601] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:30.054206] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:30.054311] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:30.054380] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:30.089609] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:30.089760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:30.089811] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:30.089845] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:30.093168] [DEBUG] [FORECASTER] DIAX: Forecast T+1@11:T+2@11: UP (p=62.85%) [2025-10-09T00:04:30.093467] [INFO ] [FORECASTER] Completed predict_future for DIAX [2025-10-09T00:04:30.093634] [INFO ] [sig ] DIAX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:30.234194] [INFO ] [LOCAL ] Saved forecast: DIAX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DIAX.txt [2025-10-09T00:04:30.234453] [WARN ] [sig ] [583/2211] Failed DIAX after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:30.234530] [INFO ] [sig ] [584/2211] Forecasting DIN... [2025-10-09T00:04:30.234608] [INFO ] [sig ] Generating forecast for: DIN [2025-10-09T00:04:30.234700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DIN' from 'https://tdm.silogroup.org/data/derivative_storage/DIN.csv'. [2025-10-09T00:04:30.245307] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DIN'. [2025-10-09T00:04:30.245696] [INFO ] [FORECASTER] Starting predict_future for DIN [2025-10-09T00:04:30.271023] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:30.271833] [DEBUG] [LOCAL ] No optimal features file found for DIN: ./output/feature-sets/DIN.txt [2025-10-09T00:04:30.271917] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:30.271989] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:30.272059] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:30.272161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:30.289969] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:30.290561] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:30.290686] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:30.290759] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:30.326938] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:30.327043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:30.327084] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:30.327117] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:30.330263] [DEBUG] [FORECASTER] DIN: Forecast T+1@11:T+2@11: DOWN (p=1.03%) [2025-10-09T00:04:30.330545] [INFO ] [FORECASTER] Completed predict_future for DIN [2025-10-09T00:04:30.330706] [INFO ] [sig ] DIN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:30.473176] [INFO ] [LOCAL ] Saved forecast: DIN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DIN.txt [2025-10-09T00:04:30.473432] [WARN ] [sig ] [584/2211] Failed DIN after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:30.473513] [INFO ] [sig ] [585/2211] Forecasting DINO... [2025-10-09T00:04:30.473589] [INFO ] [sig ] Generating forecast for: DINO [2025-10-09T00:04:30.473693] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DINO' from 'https://tdm.silogroup.org/data/derivative_storage/DINO.csv'. [2025-10-09T00:04:30.484192] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DINO'. [2025-10-09T00:04:30.484580] [INFO ] [FORECASTER] Starting predict_future for DINO [2025-10-09T00:04:30.509899] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:30.510629] [DEBUG] [LOCAL ] No optimal features file found for DINO: ./output/feature-sets/DINO.txt [2025-10-09T00:04:30.510728] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:30.510799] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:30.510868] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:30.510964] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:30.528279] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:30.528911] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:30.529015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:30.529098] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:30.569749] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:30.570404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:30.570483] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:30.570551] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:30.575376] [DEBUG] [FORECASTER] DINO: Forecast T+1@11:T+2@11: UP (p=70.23%) [2025-10-09T00:04:30.575751] [INFO ] [FORECASTER] Completed predict_future for DINO [2025-10-09T00:04:30.575938] [INFO ] [sig ] DINO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:30.717719] [INFO ] [LOCAL ] Saved forecast: DINO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DINO.txt [2025-10-09T00:04:30.717978] [WARN ] [sig ] [585/2211] Failed DINO after 0.2s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:30.718069] [INFO ] [sig ] [586/2211] Forecasting DIS... [2025-10-09T00:04:30.718142] [INFO ] [sig ] Generating forecast for: DIS [2025-10-09T00:04:30.718214] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DIS' from 'https://tdm.silogroup.org/data/derivative_storage/DIS.csv'. [2025-10-09T00:04:30.725448] [WARN ] [REMOTE ] Historical data not found for symbol 'DIS' (404). [2025-10-09T00:04:30.725682] [FATAL] [sig ] DIS: No historical data fetched. [2025-10-09T00:04:30.725773] [WARN ] [sig ] [586/2211] Failed DIS after 0.0s | 4.55 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T00:04:30.725847] [INFO ] [sig ] [587/2211] Forecasting DK... [2025-10-09T00:04:30.725916] [INFO ] [sig ] Generating forecast for: DK [2025-10-09T00:04:30.725983] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DK' from 'https://tdm.silogroup.org/data/derivative_storage/DK.csv'. [2025-10-09T00:04:30.734878] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DK'. [2025-10-09T00:04:30.735184] [INFO ] [FORECASTER] Starting predict_future for DK [2025-10-09T00:04:30.761384] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:30.762275] [DEBUG] [LOCAL ] No optimal features file found for DK: ./output/feature-sets/DK.txt [2025-10-09T00:04:30.762353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:30.762426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:30.762493] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:30.762592] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:30.780273] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:30.781046] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:30.781161] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:30.781230] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:30.817693] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:30.817911] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:30.817963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:30.817998] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:30.821688] [DEBUG] [FORECASTER] DK: Forecast T+1@11:T+2@11: UP (p=71.90%) [2025-10-09T00:04:30.821990] [INFO ] [FORECASTER] Completed predict_future for DK [2025-10-09T00:04:30.822132] [INFO ] [sig ] DK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:30.962935] [INFO ] [LOCAL ] Saved forecast: DK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DK.txt [2025-10-09T00:04:30.963189] [WARN ] [sig ] [587/2211] Failed DK after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T00:04:30.963266] [INFO ] [sig ] [588/2211] Forecasting DKL... [2025-10-09T00:04:30.963336] [INFO ] [sig ] Generating forecast for: DKL [2025-10-09T00:04:30.963408] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DKL' from 'https://tdm.silogroup.org/data/derivative_storage/DKL.csv'. [2025-10-09T00:04:30.973183] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DKL'. [2025-10-09T00:04:30.973495] [INFO ] [FORECASTER] Starting predict_future for DKL [2025-10-09T00:04:30.998517] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:30.999292] [DEBUG] [LOCAL ] No optimal features file found for DKL: ./output/feature-sets/DKL.txt [2025-10-09T00:04:30.999371] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:30.999443] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:30.999512] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:30.999611] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:31.017172] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:31.017823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:31.017931] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:31.018001] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:31.052107] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:31.052216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:31.052257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:31.052292] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:31.055490] [DEBUG] [FORECASTER] DKL: Forecast T+1@11:T+2@11: UP (p=98.19%) [2025-10-09T00:04:31.055815] [INFO ] [FORECASTER] Completed predict_future for DKL [2025-10-09T00:04:31.055969] [INFO ] [sig ] DKL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:31.196579] [INFO ] [LOCAL ] Saved forecast: DKL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DKL.txt [2025-10-09T00:04:31.196846] [WARN ] [sig ] [588/2211] Failed DKL after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:31.196924] [INFO ] [sig ] [589/2211] Forecasting DKS... [2025-10-09T00:04:31.196994] [INFO ] [sig ] Generating forecast for: DKS [2025-10-09T00:04:31.197066] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DKS' from 'https://tdm.silogroup.org/data/derivative_storage/DKS.csv'. [2025-10-09T00:04:31.206761] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DKS'. [2025-10-09T00:04:31.207082] [INFO ] [FORECASTER] Starting predict_future for DKS [2025-10-09T00:04:31.232206] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:31.233033] [DEBUG] [LOCAL ] No optimal features file found for DKS: ./output/feature-sets/DKS.txt [2025-10-09T00:04:31.233111] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:31.233182] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:31.233250] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:31.233347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:31.250530] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:31.251134] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:31.251238] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:31.251308] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:31.286660] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:31.286761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:31.286802] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:31.286835] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:31.289992] [DEBUG] [FORECASTER] DKS: Forecast T+1@11:T+2@11: DOWN (p=33.68%) [2025-10-09T00:04:31.290269] [INFO ] [FORECASTER] Completed predict_future for DKS [2025-10-09T00:04:31.290415] [INFO ] [sig ] DKS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:31.430169] [INFO ] [LOCAL ] Saved forecast: DKS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DKS.txt [2025-10-09T00:04:31.430408] [WARN ] [sig ] [589/2211] Failed DKS after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:31.430486] [INFO ] [sig ] [590/2211] Forecasting DLB... [2025-10-09T00:04:31.430555] [INFO ] [sig ] Generating forecast for: DLB [2025-10-09T00:04:31.430626] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLB' from 'https://tdm.silogroup.org/data/derivative_storage/DLB.csv'. [2025-10-09T00:04:31.440627] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DLB'. [2025-10-09T00:04:31.440946] [INFO ] [FORECASTER] Starting predict_future for DLB [2025-10-09T00:04:31.466016] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:31.466785] [DEBUG] [LOCAL ] No optimal features file found for DLB: ./output/feature-sets/DLB.txt [2025-10-09T00:04:31.466861] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:31.466929] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:31.466997] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:31.467095] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:31.484300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:31.484913] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:31.485018] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:31.485087] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:31.523708] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:31.523843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:31.523904] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:31.523941] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:31.527096] [DEBUG] [FORECASTER] DLB: Forecast T+1@11:T+2@11: UP (p=83.01%) [2025-10-09T00:04:31.527375] [INFO ] [FORECASTER] Completed predict_future for DLB [2025-10-09T00:04:31.527507] [INFO ] [sig ] DLB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:31.667538] [INFO ] [LOCAL ] Saved forecast: DLB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DLB.txt [2025-10-09T00:04:31.667818] [WARN ] [sig ] [590/2211] Failed DLB after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:31.667899] [INFO ] [sig ] [591/2211] Forecasting DLNG... [2025-10-09T00:04:31.667970] [INFO ] [sig ] Generating forecast for: DLNG [2025-10-09T00:04:31.668042] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLNG' from 'https://tdm.silogroup.org/data/derivative_storage/DLNG.csv'. [2025-10-09T00:04:31.673000] [WARN ] [REMOTE ] Historical data not found for symbol 'DLNG' (404). [2025-10-09T00:04:31.673185] [FATAL] [sig ] DLNG: No historical data fetched. [2025-10-09T00:04:31.673273] [WARN ] [sig ] [591/2211] Failed DLNG after 0.0s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:31.673346] [INFO ] [sig ] [592/2211] Forecasting DLR... [2025-10-09T00:04:31.673413] [INFO ] [sig ] Generating forecast for: DLR [2025-10-09T00:04:31.673480] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLR' from 'https://tdm.silogroup.org/data/derivative_storage/DLR.csv'. [2025-10-09T00:04:31.682580] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DLR'. [2025-10-09T00:04:31.682895] [INFO ] [FORECASTER] Starting predict_future for DLR [2025-10-09T00:04:31.708029] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:31.708792] [DEBUG] [LOCAL ] No optimal features file found for DLR: ./output/feature-sets/DLR.txt [2025-10-09T00:04:31.708882] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:31.708953] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:31.709021] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:31.709120] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:31.726705] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:31.727276] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:31.727381] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:31.727448] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:31.762341] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:31.762448] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:31.762489] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:31.762521] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:31.765662] [DEBUG] [FORECASTER] DLR: Forecast T+1@11:T+2@11: UP (p=98.17%) [2025-10-09T00:04:31.765947] [INFO ] [FORECASTER] Completed predict_future for DLR [2025-10-09T00:04:31.766081] [INFO ] [sig ] DLR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:31.909206] [INFO ] [LOCAL ] Saved forecast: DLR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DLR.txt [2025-10-09T00:04:31.909520] [WARN ] [sig ] [592/2211] Failed DLR after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:31.909602] [INFO ] [sig ] [593/2211] Forecasting DLX... [2025-10-09T00:04:31.909693] [INFO ] [sig ] Generating forecast for: DLX [2025-10-09T00:04:31.909745] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLX' from 'https://tdm.silogroup.org/data/derivative_storage/DLX.csv'. [2025-10-09T00:04:31.919509] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DLX'. [2025-10-09T00:04:31.919830] [INFO ] [FORECASTER] Starting predict_future for DLX [2025-10-09T00:04:31.945049] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:31.945869] [DEBUG] [LOCAL ] No optimal features file found for DLX: ./output/feature-sets/DLX.txt [2025-10-09T00:04:31.945952] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:31.946023] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:31.946091] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:31.946189] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:31.963496] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:31.964093] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:31.964197] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:31.964266] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:32.000082] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:32.000182] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:32.000223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:32.000257] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:32.003402] [DEBUG] [FORECASTER] DLX: Forecast T+1@11:T+2@11: DOWN (p=33.85%) [2025-10-09T00:04:32.003720] [INFO ] [FORECASTER] Completed predict_future for DLX [2025-10-09T00:04:32.003870] [INFO ] [sig ] DLX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:32.143126] [INFO ] [LOCAL ] Saved forecast: DLX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DLX.txt [2025-10-09T00:04:32.143354] [WARN ] [sig ] [593/2211] Failed DLX after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:32.143433] [INFO ] [sig ] [594/2211] Forecasting DLY... [2025-10-09T00:04:32.143503] [INFO ] [sig ] Generating forecast for: DLY [2025-10-09T00:04:32.143576] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLY' from 'https://tdm.silogroup.org/data/derivative_storage/DLY.csv'. [2025-10-09T00:04:32.154698] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DLY'. [2025-10-09T00:04:32.155216] [INFO ] [FORECASTER] Starting predict_future for DLY [2025-10-09T00:04:32.181587] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:32.182535] [DEBUG] [LOCAL ] No optimal features file found for DLY: ./output/feature-sets/DLY.txt [2025-10-09T00:04:32.182615] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:32.182707] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:32.182776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:32.182880] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:32.201178] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:32.202244] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:32.202370] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:32.202442] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:32.239087] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:32.239304] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:32.239363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:32.239400] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:32.242998] [DEBUG] [FORECASTER] DLY: Forecast T+1@11:T+2@11: DOWN (p=37.97%) [2025-10-09T00:04:32.243307] [INFO ] [FORECASTER] Completed predict_future for DLY [2025-10-09T00:04:32.243463] [INFO ] [sig ] DLY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:32.388699] [INFO ] [LOCAL ] Saved forecast: DLY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DLY.txt [2025-10-09T00:04:32.389042] [WARN ] [sig ] [594/2211] Failed DLY after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:32.389123] [INFO ] [sig ] [595/2211] Forecasting DMA... [2025-10-09T00:04:32.389194] [INFO ] [sig ] Generating forecast for: DMA [2025-10-09T00:04:32.389300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DMA' from 'https://tdm.silogroup.org/data/derivative_storage/DMA.csv'. [2025-10-09T00:04:32.399166] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DMA'. [2025-10-09T00:04:32.399564] [INFO ] [FORECASTER] Starting predict_future for DMA [2025-10-09T00:04:32.425468] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:32.426276] [DEBUG] [LOCAL ] No optimal features file found for DMA: ./output/feature-sets/DMA.txt [2025-10-09T00:04:32.426356] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:32.426431] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:32.426500] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:32.426602] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:32.444867] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:32.445552] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:32.445688] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:32.445761] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:32.480568] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:32.480755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:32.480817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:32.480853] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:32.484367] [DEBUG] [FORECASTER] DMA: Forecast T+1@11:T+2@11: DOWN (p=2.40%) [2025-10-09T00:04:32.484684] [INFO ] [FORECASTER] Completed predict_future for DMA [2025-10-09T00:04:32.484877] [INFO ] [sig ] DMA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:32.628023] [INFO ] [LOCAL ] Saved forecast: DMA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DMA.txt [2025-10-09T00:04:32.628329] [WARN ] [sig ] [595/2211] Failed DMA after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:32.628408] [INFO ] [sig ] [596/2211] Forecasting DMB... [2025-10-09T00:04:32.628480] [INFO ] [sig ] Generating forecast for: DMB [2025-10-09T00:04:32.628552] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DMB' from 'https://tdm.silogroup.org/data/derivative_storage/DMB.csv'. [2025-10-09T00:04:32.638473] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DMB'. [2025-10-09T00:04:32.638864] [INFO ] [FORECASTER] Starting predict_future for DMB [2025-10-09T00:04:32.665248] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:32.666076] [DEBUG] [LOCAL ] No optimal features file found for DMB: ./output/feature-sets/DMB.txt [2025-10-09T00:04:32.666157] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:32.666229] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:32.666298] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:32.666398] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:32.684864] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:32.685499] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:32.685611] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:32.685704] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:32.721740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:32.721887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:32.721942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:32.721984] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:32.725432] [DEBUG] [FORECASTER] DMB: Forecast T+1@11:T+2@11: UP (p=70.15%) [2025-10-09T00:04:32.725778] [INFO ] [FORECASTER] Completed predict_future for DMB [2025-10-09T00:04:32.725944] [INFO ] [sig ] DMB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:32.870552] [INFO ] [LOCAL ] Saved forecast: DMB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DMB.txt [2025-10-09T00:04:32.870849] [WARN ] [sig ] [596/2211] Failed DMB after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:32.870945] [INFO ] [sig ] [597/2211] Forecasting DMO... [2025-10-09T00:04:32.871029] [INFO ] [sig ] Generating forecast for: DMO [2025-10-09T00:04:32.871104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DMO' from 'https://tdm.silogroup.org/data/derivative_storage/DMO.csv'. [2025-10-09T00:04:32.876128] [WARN ] [REMOTE ] Historical data not found for symbol 'DMO' (404). [2025-10-09T00:04:32.876314] [FATAL] [sig ] DMO: No historical data fetched. [2025-10-09T00:04:32.876403] [WARN ] [sig ] [597/2211] Failed DMO after 0.0s | 4.56 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:32.876475] [INFO ] [sig ] [598/2211] Forecasting DNA... [2025-10-09T00:04:32.876542] [INFO ] [sig ] Generating forecast for: DNA [2025-10-09T00:04:32.876610] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DNA' from 'https://tdm.silogroup.org/data/derivative_storage/DNA.csv'. [2025-10-09T00:04:32.885860] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DNA'. [2025-10-09T00:04:32.886247] [INFO ] [FORECASTER] Starting predict_future for DNA [2025-10-09T00:04:32.911783] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:32.912565] [DEBUG] [LOCAL ] No optimal features file found for DNA: ./output/feature-sets/DNA.txt [2025-10-09T00:04:32.912685] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:32.912759] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:32.912827] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:32.912924] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:32.930483] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:32.931096] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:32.931202] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:32.931271] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:32.968835] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:32.968999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:32.969046] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:32.969080] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:32.972548] [DEBUG] [FORECASTER] DNA: Forecast T+1@11:T+2@11: DOWN (p=16.25%) [2025-10-09T00:04:32.972875] [INFO ] [FORECASTER] Completed predict_future for DNA [2025-10-09T00:04:32.973035] [INFO ] [sig ] DNA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:33.113421] [INFO ] [LOCAL ] Saved forecast: DNA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DNA.txt [2025-10-09T00:04:33.113708] [WARN ] [sig ] [598/2211] Failed DNA after 0.2s | 4.56 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:33.113789] [INFO ] [sig ] [599/2211] Forecasting DNOW... [2025-10-09T00:04:33.113859] [INFO ] [sig ] Generating forecast for: DNOW [2025-10-09T00:04:33.113929] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DNOW' from 'https://tdm.silogroup.org/data/derivative_storage/DNOW.csv'. [2025-10-09T00:04:33.123515] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DNOW'. [2025-10-09T00:04:33.123878] [INFO ] [FORECASTER] Starting predict_future for DNOW [2025-10-09T00:04:33.149424] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:33.150242] [DEBUG] [LOCAL ] No optimal features file found for DNOW: ./output/feature-sets/DNOW.txt [2025-10-09T00:04:33.150323] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:33.150397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:33.150466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:33.150567] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:33.169174] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:33.169906] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:33.170017] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:33.170088] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:33.210205] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:33.210401] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:33.210450] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:33.210485] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:33.214322] [DEBUG] [FORECASTER] DNOW: Forecast T+1@11:T+2@11: UP (p=96.01%) [2025-10-09T00:04:33.214718] [INFO ] [FORECASTER] Completed predict_future for DNOW [2025-10-09T00:04:33.214892] [INFO ] [sig ] DNOW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:33.357732] [INFO ] [LOCAL ] Saved forecast: DNOW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DNOW.txt [2025-10-09T00:04:33.357999] [WARN ] [sig ] [599/2211] Failed DNOW after 0.2s | 4.56 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:33.358076] [INFO ] [sig ] [600/2211] Forecasting DNP... [2025-10-09T00:04:33.358145] [INFO ] [sig ] Generating forecast for: DNP [2025-10-09T00:04:33.358217] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DNP' from 'https://tdm.silogroup.org/data/derivative_storage/DNP.csv'. [2025-10-09T00:04:33.368039] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DNP'. [2025-10-09T00:04:33.368390] [INFO ] [FORECASTER] Starting predict_future for DNP [2025-10-09T00:04:33.394277] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:33.395072] [DEBUG] [LOCAL ] No optimal features file found for DNP: ./output/feature-sets/DNP.txt [2025-10-09T00:04:33.395150] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:33.395221] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:33.395289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:33.395389] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:33.412963] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:33.413574] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:33.413704] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:33.413776] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:33.449852] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:33.449981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:33.450028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:33.450061] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:33.453567] [DEBUG] [FORECASTER] DNP: Forecast T+1@11:T+2@11: UP (p=78.77%) [2025-10-09T00:04:33.453897] [INFO ] [FORECASTER] Completed predict_future for DNP [2025-10-09T00:04:33.454056] [INFO ] [sig ] DNP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:33.594696] [INFO ] [LOCAL ] Saved forecast: DNP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DNP.txt [2025-10-09T00:04:33.595003] [WARN ] [sig ] [600/2211] Failed DNP after 0.2s | 4.56 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:33.595089] [INFO ] [sig ] [601/2211] Forecasting DOC... [2025-10-09T00:04:33.595339] [INFO ] [sig ] Generating forecast for: DOC [2025-10-09T00:04:33.595412] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOC' from 'https://tdm.silogroup.org/data/derivative_storage/DOC.csv'. [2025-10-09T00:04:33.606500] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DOC'. [2025-10-09T00:04:33.606841] [INFO ] [FORECASTER] Starting predict_future for DOC [2025-10-09T00:04:33.632143] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:33.632936] [DEBUG] [LOCAL ] No optimal features file found for DOC: ./output/feature-sets/DOC.txt [2025-10-09T00:04:33.633015] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:33.633088] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:33.633158] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:33.633260] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:33.650708] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:33.651308] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:33.651419] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:33.651491] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:33.688199] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:33.688308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:33.688349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:33.688383] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:33.691591] [DEBUG] [FORECASTER] DOC: Forecast T+1@11:T+2@11: UP (p=83.72%) [2025-10-09T00:04:33.691897] [INFO ] [FORECASTER] Completed predict_future for DOC [2025-10-09T00:04:33.692067] [INFO ] [sig ] DOC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:33.832157] [INFO ] [LOCAL ] Saved forecast: DOC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DOC.txt [2025-10-09T00:04:33.832420] [WARN ] [sig ] [601/2211] Failed DOC after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:33.832499] [INFO ] [sig ] [602/2211] Forecasting DOCN... [2025-10-09T00:04:33.832569] [INFO ] [sig ] Generating forecast for: DOCN [2025-10-09T00:04:33.832672] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOCN' from 'https://tdm.silogroup.org/data/derivative_storage/DOCN.csv'. [2025-10-09T00:04:33.841821] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DOCN'. [2025-10-09T00:04:33.842135] [INFO ] [FORECASTER] Starting predict_future for DOCN [2025-10-09T00:04:33.867288] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:33.868074] [DEBUG] [LOCAL ] No optimal features file found for DOCN: ./output/feature-sets/DOCN.txt [2025-10-09T00:04:33.868151] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:33.868221] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:33.868289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:33.868386] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:33.885853] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:33.886430] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:33.886533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:33.886609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:33.921329] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:33.921440] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:33.921481] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:33.921513] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:33.924693] [DEBUG] [FORECASTER] DOCN: Forecast T+1@11:T+2@11: UP (p=81.91%) [2025-10-09T00:04:33.924976] [INFO ] [FORECASTER] Completed predict_future for DOCN [2025-10-09T00:04:33.925118] [INFO ] [sig ] DOCN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:34.065846] [INFO ] [LOCAL ] Saved forecast: DOCN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DOCN.txt [2025-10-09T00:04:34.066122] [WARN ] [sig ] [602/2211] Failed DOCN after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:34.066200] [INFO ] [sig ] [603/2211] Forecasting DOCS... [2025-10-09T00:04:34.066270] [INFO ] [sig ] Generating forecast for: DOCS [2025-10-09T00:04:34.066342] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOCS' from 'https://tdm.silogroup.org/data/derivative_storage/DOCS.csv'. [2025-10-09T00:04:34.075682] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DOCS'. [2025-10-09T00:04:34.076000] [INFO ] [FORECASTER] Starting predict_future for DOCS [2025-10-09T00:04:34.101157] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:34.101963] [DEBUG] [LOCAL ] No optimal features file found for DOCS: ./output/feature-sets/DOCS.txt [2025-10-09T00:04:34.102041] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:34.102111] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:34.102179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:34.102278] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:34.119682] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:34.120261] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:34.120370] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:34.120441] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:34.158771] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:34.158937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:34.158982] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:34.159015] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:34.162535] [DEBUG] [FORECASTER] DOCS: Forecast T+1@11:T+2@11: DOWN (p=19.04%) [2025-10-09T00:04:34.162864] [INFO ] [FORECASTER] Completed predict_future for DOCS [2025-10-09T00:04:34.163024] [INFO ] [sig ] DOCS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:34.302879] [INFO ] [LOCAL ] Saved forecast: DOCS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DOCS.txt [2025-10-09T00:04:34.303152] [WARN ] [sig ] [603/2211] Failed DOCS after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:34.303417] [INFO ] [sig ] [604/2211] Forecasting DOLE... [2025-10-09T00:04:34.303487] [INFO ] [sig ] Generating forecast for: DOLE [2025-10-09T00:04:34.303559] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOLE' from 'https://tdm.silogroup.org/data/derivative_storage/DOLE.csv'. [2025-10-09T00:04:34.315225] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DOLE'. [2025-10-09T00:04:34.315766] [INFO ] [FORECASTER] Starting predict_future for DOLE [2025-10-09T00:04:34.342106] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:34.343120] [DEBUG] [LOCAL ] No optimal features file found for DOLE: ./output/feature-sets/DOLE.txt [2025-10-09T00:04:34.343200] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:34.343271] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:34.343400] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:34.343503] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:34.361140] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:34.362015] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:34.362133] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:34.362217] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:34.396235] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:34.396459] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:34.396510] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:34.396544] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:34.400252] [DEBUG] [FORECASTER] DOLE: Forecast T+1@11:T+2@11: UP (p=89.92%) [2025-10-09T00:04:34.400567] [INFO ] [FORECASTER] Completed predict_future for DOLE [2025-10-09T00:04:34.400743] [INFO ] [sig ] DOLE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:34.541908] [INFO ] [LOCAL ] Saved forecast: DOLE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DOLE.txt [2025-10-09T00:04:34.542206] [WARN ] [sig ] [604/2211] Failed DOLE after 0.2s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:34.542284] [INFO ] [sig ] [605/2211] Forecasting DOUG... [2025-10-09T00:04:34.542354] [INFO ] [sig ] Generating forecast for: DOUG [2025-10-09T00:04:34.542426] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOUG' from 'https://tdm.silogroup.org/data/derivative_storage/DOUG.csv'. [2025-10-09T00:04:34.552451] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DOUG'. [2025-10-09T00:04:34.552788] [INFO ] [FORECASTER] Starting predict_future for DOUG [2025-10-09T00:04:34.578166] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:34.578989] [DEBUG] [LOCAL ] No optimal features file found for DOUG: ./output/feature-sets/DOUG.txt [2025-10-09T00:04:34.579067] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:34.579164] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:34.579269] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:34.579379] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:34.596584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:34.597204] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:34.597311] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:34.597395] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:34.637134] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:34.637342] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:34.637403] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:34.637475] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:34.642353] [DEBUG] [FORECASTER] DOUG: Forecast T+1@11:T+2@11: DOWN (p=38.77%) [2025-10-09T00:04:34.642710] [INFO ] [FORECASTER] Completed predict_future for DOUG [2025-10-09T00:04:34.642904] [INFO ] [sig ] DOUG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:34.816236] [INFO ] [LOCAL ] Saved forecast: DOUG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DOUG.txt [2025-10-09T00:04:34.816714] [WARN ] [sig ] [605/2211] Failed DOUG after 0.3s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:34.816811] [INFO ] [sig ] [606/2211] Forecasting DOV... [2025-10-09T00:04:34.816903] [INFO ] [sig ] Generating forecast for: DOV [2025-10-09T00:04:34.816998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOV' from 'https://tdm.silogroup.org/data/derivative_storage/DOV.csv'. [2025-10-09T00:04:34.828354] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DOV'. [2025-10-09T00:04:34.828794] [INFO ] [FORECASTER] Starting predict_future for DOV [2025-10-09T00:04:34.859213] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:34.860182] [DEBUG] [LOCAL ] No optimal features file found for DOV: ./output/feature-sets/DOV.txt [2025-10-09T00:04:34.860267] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:34.860340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:34.860409] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:34.860515] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:34.877821] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:34.878425] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:34.878538] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:34.878606] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:34.912004] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:34.912142] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:34.912186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:34.912219] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:34.915635] [DEBUG] [FORECASTER] DOV: Forecast T+1@11:T+2@11: DOWN (p=11.79%) [2025-10-09T00:04:34.915958] [INFO ] [FORECASTER] Completed predict_future for DOV [2025-10-09T00:04:34.916107] [INFO ] [sig ] DOV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:35.080679] [INFO ] [LOCAL ] Saved forecast: DOV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DOV.txt [2025-10-09T00:04:35.080994] [WARN ] [sig ] [606/2211] Failed DOV after 0.3s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:35.081077] [INFO ] [sig ] [607/2211] Forecasting DOW... [2025-10-09T00:04:35.081162] [INFO ] [sig ] Generating forecast for: DOW [2025-10-09T00:04:35.081265] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOW' from 'https://tdm.silogroup.org/data/derivative_storage/DOW.csv'. [2025-10-09T00:04:35.091926] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DOW'. [2025-10-09T00:04:35.092329] [INFO ] [FORECASTER] Starting predict_future for DOW [2025-10-09T00:04:35.121805] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:35.122733] [DEBUG] [LOCAL ] No optimal features file found for DOW: ./output/feature-sets/DOW.txt [2025-10-09T00:04:35.122827] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:35.122913] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:35.123002] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:35.123110] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:35.145870] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:35.146582] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:35.146749] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:35.146848] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:35.184428] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:35.184579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:35.184678] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:35.184747] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:35.188795] [DEBUG] [FORECASTER] DOW: Forecast T+1@11:T+2@11: DOWN (p=31.10%) [2025-10-09T00:04:35.189191] [INFO ] [FORECASTER] Completed predict_future for DOW [2025-10-09T00:04:35.189381] [INFO ] [sig ] DOW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:35.369857] [INFO ] [LOCAL ] Saved forecast: DOW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DOW.txt [2025-10-09T00:04:35.370187] [WARN ] [sig ] [607/2211] Failed DOW after 0.3s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:35.370274] [INFO ] [sig ] [608/2211] Forecasting DPG... [2025-10-09T00:04:35.370350] [INFO ] [sig ] Generating forecast for: DPG [2025-10-09T00:04:35.370433] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DPG' from 'https://tdm.silogroup.org/data/derivative_storage/DPG.csv'. [2025-10-09T00:04:35.380323] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DPG'. [2025-10-09T00:04:35.380738] [INFO ] [FORECASTER] Starting predict_future for DPG [2025-10-09T00:04:35.410819] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:35.411865] [DEBUG] [LOCAL ] No optimal features file found for DPG: ./output/feature-sets/DPG.txt [2025-10-09T00:04:35.411948] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:35.412023] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:35.412109] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:35.412298] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:35.433198] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:35.433941] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:35.434054] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:35.434132] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:35.470479] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:35.470674] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:35.470757] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:35.470810] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:35.475508] [DEBUG] [FORECASTER] DPG: Forecast T+1@11:T+2@11: DOWN (p=13.77%) [2025-10-09T00:04:35.475973] [INFO ] [FORECASTER] Completed predict_future for DPG [2025-10-09T00:04:35.476227] [INFO ] [sig ] DPG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:35.646831] [INFO ] [LOCAL ] Saved forecast: DPG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DPG.txt [2025-10-09T00:04:35.647104] [WARN ] [sig ] [608/2211] Failed DPG after 0.3s | 4.55 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:35.647184] [INFO ] [sig ] [609/2211] Forecasting DQ... [2025-10-09T00:04:35.647347] [INFO ] [sig ] Generating forecast for: DQ [2025-10-09T00:04:35.647422] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DQ' from 'https://tdm.silogroup.org/data/derivative_storage/DQ.csv'. [2025-10-09T00:04:35.657904] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DQ'. [2025-10-09T00:04:35.658228] [INFO ] [FORECASTER] Starting predict_future for DQ [2025-10-09T00:04:35.683971] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:35.684806] [DEBUG] [LOCAL ] No optimal features file found for DQ: ./output/feature-sets/DQ.txt [2025-10-09T00:04:35.684884] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:35.684956] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:35.685056] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:35.685171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:35.702518] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:35.703187] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:35.703296] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:35.703376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:35.751963] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:35.752207] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:35.752267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:35.752305] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:35.756141] [DEBUG] [FORECASTER] DQ: Forecast T+1@11:T+2@11: DOWN (p=34.04%) [2025-10-09T00:04:35.756442] [INFO ] [FORECASTER] Completed predict_future for DQ [2025-10-09T00:04:35.756594] [INFO ] [sig ] DQ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:35.912837] [INFO ] [LOCAL ] Saved forecast: DQ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DQ.txt [2025-10-09T00:04:35.913114] [WARN ] [sig ] [609/2211] Failed DQ after 0.3s | 4.54 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:35.913208] [INFO ] [sig ] [610/2211] Forecasting DRD... [2025-10-09T00:04:35.913300] [INFO ] [sig ] Generating forecast for: DRD [2025-10-09T00:04:35.913399] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRD' from 'https://tdm.silogroup.org/data/derivative_storage/DRD.csv'. [2025-10-09T00:04:35.923535] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DRD'. [2025-10-09T00:04:35.923902] [INFO ] [FORECASTER] Starting predict_future for DRD [2025-10-09T00:04:35.949484] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:35.950306] [DEBUG] [LOCAL ] No optimal features file found for DRD: ./output/feature-sets/DRD.txt [2025-10-09T00:04:35.950386] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:35.950457] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:35.950535] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:35.950670] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:35.968319] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:35.969081] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:35.969192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:35.969300] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:36.012174] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:36.012411] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:36.012502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:36.012557] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:36.016284] [DEBUG] [FORECASTER] DRD: Forecast T+1@11:T+2@11: DOWN (p=12.97%) [2025-10-09T00:04:36.016589] [INFO ] [FORECASTER] Completed predict_future for DRD [2025-10-09T00:04:36.016764] [INFO ] [sig ] DRD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:36.159708] [INFO ] [LOCAL ] Saved forecast: DRD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DRD.txt [2025-10-09T00:04:36.159967] [WARN ] [sig ] [610/2211] Failed DRD after 0.2s | 4.54 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:36.160068] [INFO ] [sig ] [611/2211] Forecasting DRH... [2025-10-09T00:04:36.160150] [INFO ] [sig ] Generating forecast for: DRH [2025-10-09T00:04:36.160234] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRH' from 'https://tdm.silogroup.org/data/derivative_storage/DRH.csv'. [2025-10-09T00:04:36.170255] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DRH'. [2025-10-09T00:04:36.170607] [INFO ] [FORECASTER] Starting predict_future for DRH [2025-10-09T00:04:36.196713] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:36.197516] [DEBUG] [LOCAL ] No optimal features file found for DRH: ./output/feature-sets/DRH.txt [2025-10-09T00:04:36.197598] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:36.197704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:36.197784] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:36.197907] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:36.215234] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:36.215864] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:36.215969] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:36.216049] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:36.251181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:36.251309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:36.251353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:36.251386] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:36.254618] [DEBUG] [FORECASTER] DRH: Forecast T+1@11:T+2@11: DOWN (p=2.61%) [2025-10-09T00:04:36.254940] [INFO ] [FORECASTER] Completed predict_future for DRH [2025-10-09T00:04:36.255088] [INFO ] [sig ] DRH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:36.500423] [INFO ] [LOCAL ] Saved forecast: DRH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DRH.txt [2025-10-09T00:04:36.500682] [WARN ] [sig ] [611/2211] Failed DRH after 0.3s | 4.54 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:36.500761] [INFO ] [sig ] [612/2211] Forecasting DRI... [2025-10-09T00:04:36.500830] [INFO ] [sig ] Generating forecast for: DRI [2025-10-09T00:04:36.500900] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRI' from 'https://tdm.silogroup.org/data/derivative_storage/DRI.csv'. [2025-10-09T00:04:36.510975] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DRI'. [2025-10-09T00:04:36.511289] [INFO ] [FORECASTER] Starting predict_future for DRI [2025-10-09T00:04:36.538313] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:36.539330] [DEBUG] [LOCAL ] No optimal features file found for DRI: ./output/feature-sets/DRI.txt [2025-10-09T00:04:36.539416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:36.539512] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:36.539581] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:36.539713] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:36.559326] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:36.560299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:36.560422] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:36.560496] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:36.598145] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:36.598362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:36.598411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:36.598448] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:36.602296] [DEBUG] [FORECASTER] DRI: Forecast T+1@11:T+2@11: DOWN (p=6.97%) [2025-10-09T00:04:36.602603] [INFO ] [FORECASTER] Completed predict_future for DRI [2025-10-09T00:04:36.602782] [INFO ] [sig ] DRI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:36.750250] [INFO ] [LOCAL ] Saved forecast: DRI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DRI.txt [2025-10-09T00:04:36.750480] [WARN ] [sig ] [612/2211] Failed DRI after 0.2s | 4.54 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T00:04:36.750559] [INFO ] [sig ] [613/2211] Forecasting DRLL... [2025-10-09T00:04:36.750629] [INFO ] [sig ] Generating forecast for: DRLL [2025-10-09T00:04:36.750723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRLL' from 'https://tdm.silogroup.org/data/derivative_storage/DRLL.csv'. [2025-10-09T00:04:36.760453] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'DRLL'. [2025-10-09T00:04:36.760811] [INFO ] [FORECASTER] Starting predict_future for DRLL [2025-10-09T00:04:36.788179] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:36.789148] [DEBUG] [LOCAL ] No optimal features file found for DRLL: ./output/feature-sets/DRLL.txt [2025-10-09T00:04:36.789249] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:36.789325] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:36.789406] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:36.789531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:36.807286] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:36.808154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:36.808274] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:36.808355] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:36.848027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:36.848265] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:36.848333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:36.848372] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:36.852815] [DEBUG] [FORECASTER] DRLL: Forecast T+1@11:T+2@11: DOWN (p=45.31%) [2025-10-09T00:04:36.853201] [INFO ] [FORECASTER] Completed predict_future for DRLL [2025-10-09T00:04:36.853366] [INFO ] [sig ] DRLL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:37.013522] [INFO ] [LOCAL ] Saved forecast: DRLL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DRLL.txt [2025-10-09T00:04:37.013849] [WARN ] [sig ] [613/2211] Failed DRLL after 0.3s | 4.54 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T00:04:37.013932] [INFO ] [sig ] [614/2211] Forecasting DSL... [2025-10-09T00:04:37.014003] [INFO ] [sig ] Generating forecast for: DSL [2025-10-09T00:04:37.014076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSL' from 'https://tdm.silogroup.org/data/derivative_storage/DSL.csv'. [2025-10-09T00:04:37.024712] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DSL'. [2025-10-09T00:04:37.025062] [INFO ] [FORECASTER] Starting predict_future for DSL [2025-10-09T00:04:37.050325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:37.051192] [DEBUG] [LOCAL ] No optimal features file found for DSL: ./output/feature-sets/DSL.txt [2025-10-09T00:04:37.051270] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:37.051342] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:37.051424] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:37.051537] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:37.069381] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:37.070060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:37.070173] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:37.070261] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:37.107905] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:37.108061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:37.108107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:37.108142] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:37.111560] [DEBUG] [FORECASTER] DSL: Forecast T+1@11:T+2@11: UP (p=70.07%) [2025-10-09T00:04:37.111885] [INFO ] [FORECASTER] Completed predict_future for DSL [2025-10-09T00:04:37.112046] [INFO ] [sig ] DSL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:37.253694] [INFO ] [LOCAL ] Saved forecast: DSL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DSL.txt [2025-10-09T00:04:37.253964] [WARN ] [sig ] [614/2211] Failed DSL after 0.2s | 4.54 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T00:04:37.254047] [INFO ] [sig ] [615/2211] Forecasting DSM... [2025-10-09T00:04:37.254100] [INFO ] [sig ] Generating forecast for: DSM [2025-10-09T00:04:37.254144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSM' from 'https://tdm.silogroup.org/data/derivative_storage/DSM.csv'. [2025-10-09T00:04:37.259324] [WARN ] [REMOTE ] Historical data not found for symbol 'DSM' (404). [2025-10-09T00:04:37.259513] [FATAL] [sig ] DSM: No historical data fetched. [2025-10-09T00:04:37.259626] [WARN ] [sig ] [615/2211] Failed DSM after 0.0s | 4.54 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T00:04:37.259731] [INFO ] [sig ] [616/2211] Forecasting DSMC... [2025-10-09T00:04:37.259801] [INFO ] [sig ] Generating forecast for: DSMC [2025-10-09T00:04:37.259872] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSMC' from 'https://tdm.silogroup.org/data/derivative_storage/DSMC.csv'. [2025-10-09T00:04:37.268156] [DEBUG] [REMOTE ] Successfully parsed 1791 rows of historical data for symbol 'DSMC'. [2025-10-09T00:04:37.268480] [INFO ] [FORECASTER] Starting predict_future for DSMC [2025-10-09T00:04:37.293950] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:37.294729] [DEBUG] [LOCAL ] No optimal features file found for DSMC: ./output/feature-sets/DSMC.txt [2025-10-09T00:04:37.294809] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:37.294881] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:37.294950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:37.295053] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:37.312497] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:37.313145] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:37.313255] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:37.313327] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:37.347811] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:37.347920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:37.347962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:37.348003] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:37.351268] [DEBUG] [FORECASTER] DSMC: Forecast T+1@11:T+2@11: UP (p=52.68%) [2025-10-09T00:04:37.351548] [INFO ] [FORECASTER] Completed predict_future for DSMC [2025-10-09T00:04:37.351727] [INFO ] [sig ] DSMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:37.493264] [INFO ] [LOCAL ] Saved forecast: DSMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DSMC.txt [2025-10-09T00:04:37.493565] [WARN ] [sig ] [616/2211] Failed DSMC after 0.2s | 4.54 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T00:04:37.493669] [INFO ] [sig ] [617/2211] Forecasting DSU... [2025-10-09T00:04:37.493743] [INFO ] [sig ] Generating forecast for: DSU [2025-10-09T00:04:37.493816] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSU' from 'https://tdm.silogroup.org/data/derivative_storage/DSU.csv'. [2025-10-09T00:04:37.504840] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DSU'. [2025-10-09T00:04:37.505233] [INFO ] [FORECASTER] Starting predict_future for DSU [2025-10-09T00:04:37.530974] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:37.531814] [DEBUG] [LOCAL ] No optimal features file found for DSU: ./output/feature-sets/DSU.txt [2025-10-09T00:04:37.531893] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:37.531967] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:37.532036] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:37.532137] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:37.549426] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:37.550043] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:37.550149] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:37.550219] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:37.586992] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:37.587145] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:37.587187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:37.587221] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:37.590668] [DEBUG] [FORECASTER] DSU: Forecast T+1@11:T+2@11: DOWN (p=6.47%) [2025-10-09T00:04:37.590974] [INFO ] [FORECASTER] Completed predict_future for DSU [2025-10-09T00:04:37.591120] [INFO ] [sig ] DSU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:37.740330] [INFO ] [LOCAL ] Saved forecast: DSU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DSU.txt [2025-10-09T00:04:37.740670] [WARN ] [sig ] [617/2211] Failed DSU after 0.2s | 4.54 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:37.740752] [INFO ] [sig ] [618/2211] Forecasting DSX... [2025-10-09T00:04:37.740822] [INFO ] [sig ] Generating forecast for: DSX [2025-10-09T00:04:37.740892] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSX' from 'https://tdm.silogroup.org/data/derivative_storage/DSX.csv'. [2025-10-09T00:04:37.745878] [WARN ] [REMOTE ] Historical data not found for symbol 'DSX' (404). [2025-10-09T00:04:37.746063] [FATAL] [sig ] DSX: No historical data fetched. [2025-10-09T00:04:37.746152] [WARN ] [sig ] [618/2211] Failed DSX after 0.0s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:37.746238] [INFO ] [sig ] [619/2211] Forecasting DT... [2025-10-09T00:04:37.746320] [INFO ] [sig ] Generating forecast for: DT [2025-10-09T00:04:37.746403] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DT' from 'https://tdm.silogroup.org/data/derivative_storage/DT.csv'. [2025-10-09T00:04:37.754922] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DT'. [2025-10-09T00:04:37.755251] [INFO ] [FORECASTER] Starting predict_future for DT [2025-10-09T00:04:37.780742] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:37.781563] [DEBUG] [LOCAL ] No optimal features file found for DT: ./output/feature-sets/DT.txt [2025-10-09T00:04:37.781665] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:37.781740] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:37.781808] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:37.781907] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:37.799374] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:37.800040] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:37.800144] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:37.800214] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:37.836867] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:37.837011] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:37.837057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:37.837091] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:37.840841] [DEBUG] [FORECASTER] DT: Forecast T+1@11:T+2@11: UP (p=61.79%) [2025-10-09T00:04:37.841143] [INFO ] [FORECASTER] Completed predict_future for DT [2025-10-09T00:04:37.841290] [INFO ] [sig ] DT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:37.985156] [INFO ] [LOCAL ] Saved forecast: DT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DT.txt [2025-10-09T00:04:37.985436] [WARN ] [sig ] [619/2211] Failed DT after 0.2s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:37.985515] [INFO ] [sig ] [620/2211] Forecasting DTB... [2025-10-09T00:04:37.985585] [INFO ] [sig ] Generating forecast for: DTB [2025-10-09T00:04:37.985683] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTB' from 'https://tdm.silogroup.org/data/derivative_storage/DTB.csv'. [2025-10-09T00:04:37.995564] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DTB'. [2025-10-09T00:04:37.995909] [INFO ] [FORECASTER] Starting predict_future for DTB [2025-10-09T00:04:38.021106] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:38.021934] [DEBUG] [LOCAL ] No optimal features file found for DTB: ./output/feature-sets/DTB.txt [2025-10-09T00:04:38.022011] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:38.022082] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:38.022150] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:38.022247] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:38.039845] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:38.040509] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:38.040619] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:38.040704] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:38.073872] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:38.074076] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:38.074124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:38.074159] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:38.077793] [DEBUG] [FORECASTER] DTB: Forecast T+1@11:T+2@11: DOWN (p=9.70%) [2025-10-09T00:04:38.078105] [INFO ] [FORECASTER] Completed predict_future for DTB [2025-10-09T00:04:38.078252] [INFO ] [sig ] DTB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:38.222563] [INFO ] [LOCAL ] Saved forecast: DTB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DTB.txt [2025-10-09T00:04:38.222912] [WARN ] [sig ] [620/2211] Failed DTB after 0.2s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:38.223000] [INFO ] [sig ] [621/2211] Forecasting DTE... [2025-10-09T00:04:38.223072] [INFO ] [sig ] Generating forecast for: DTE [2025-10-09T00:04:38.223148] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTE' from 'https://tdm.silogroup.org/data/derivative_storage/DTE.csv'. [2025-10-09T00:04:38.234090] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DTE'. [2025-10-09T00:04:38.234479] [INFO ] [FORECASTER] Starting predict_future for DTE [2025-10-09T00:04:38.261637] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:38.262501] [DEBUG] [LOCAL ] No optimal features file found for DTE: ./output/feature-sets/DTE.txt [2025-10-09T00:04:38.262585] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:38.262685] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:38.262758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:38.262862] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:38.282163] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:38.283003] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:38.283127] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:38.283200] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:38.320604] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:38.320855] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:38.320914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:38.320951] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:38.324874] [DEBUG] [FORECASTER] DTE: Forecast T+1@11:T+2@11: UP (p=72.68%) [2025-10-09T00:04:38.325221] [INFO ] [FORECASTER] Completed predict_future for DTE [2025-10-09T00:04:38.325381] [INFO ] [sig ] DTE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:38.477150] [INFO ] [LOCAL ] Saved forecast: DTE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DTE.txt [2025-10-09T00:04:38.477431] [WARN ] [sig ] [621/2211] Failed DTE after 0.3s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:38.477514] [INFO ] [sig ] [622/2211] Forecasting DTG... [2025-10-09T00:04:38.477587] [INFO ] [sig ] Generating forecast for: DTG [2025-10-09T00:04:38.477688] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTG' from 'https://tdm.silogroup.org/data/derivative_storage/DTG.csv'. [2025-10-09T00:04:38.487569] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DTG'. [2025-10-09T00:04:38.487918] [INFO ] [FORECASTER] Starting predict_future for DTG [2025-10-09T00:04:38.513069] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:38.513892] [DEBUG] [LOCAL ] No optimal features file found for DTG: ./output/feature-sets/DTG.txt [2025-10-09T00:04:38.513971] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:38.514042] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:38.514110] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:38.514210] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:38.532699] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:38.533336] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:38.533446] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:38.533519] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:38.567127] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:38.567223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:38.567263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:38.567296] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:38.570431] [DEBUG] [FORECASTER] DTG: Forecast T+1@11:T+2@11: UP (p=96.00%) [2025-10-09T00:04:38.570751] [INFO ] [FORECASTER] Completed predict_future for DTG [2025-10-09T00:04:38.570932] [INFO ] [sig ] DTG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:38.715453] [INFO ] [LOCAL ] Saved forecast: DTG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DTG.txt [2025-10-09T00:04:38.715734] [WARN ] [sig ] [622/2211] Failed DTG after 0.2s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:38.715815] [INFO ] [sig ] [623/2211] Forecasting DTM... [2025-10-09T00:04:38.715885] [INFO ] [sig ] Generating forecast for: DTM [2025-10-09T00:04:38.715958] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTM' from 'https://tdm.silogroup.org/data/derivative_storage/DTM.csv'. [2025-10-09T00:04:38.725370] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DTM'. [2025-10-09T00:04:38.725764] [INFO ] [FORECASTER] Starting predict_future for DTM [2025-10-09T00:04:38.751250] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:38.752044] [DEBUG] [LOCAL ] No optimal features file found for DTM: ./output/feature-sets/DTM.txt [2025-10-09T00:04:38.752122] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:38.752193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:38.752262] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:38.752361] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:38.770410] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:38.771060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:38.771169] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:38.771241] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:38.807935] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:38.808083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:38.808128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:38.808163] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:38.811593] [DEBUG] [FORECASTER] DTM: Forecast T+1@11:T+2@11: UP (p=81.14%) [2025-10-09T00:04:38.811923] [INFO ] [FORECASTER] Completed predict_future for DTM [2025-10-09T00:04:38.812085] [INFO ] [sig ] DTM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:38.956127] [INFO ] [LOCAL ] Saved forecast: DTM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DTM.txt [2025-10-09T00:04:38.956395] [WARN ] [sig ] [623/2211] Failed DTM after 0.2s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:38.956481] [INFO ] [sig ] [624/2211] Forecasting DTW... [2025-10-09T00:04:38.956552] [INFO ] [sig ] Generating forecast for: DTW [2025-10-09T00:04:38.956626] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTW' from 'https://tdm.silogroup.org/data/derivative_storage/DTW.csv'. [2025-10-09T00:04:38.961341] [WARN ] [REMOTE ] Historical data not found for symbol 'DTW' (404). [2025-10-09T00:04:38.961529] [FATAL] [sig ] DTW: No historical data fetched. [2025-10-09T00:04:38.961619] [WARN ] [sig ] [624/2211] Failed DTW after 0.0s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:38.961713] [INFO ] [sig ] [625/2211] Forecasting DUK... [2025-10-09T00:04:38.961781] [INFO ] [sig ] Generating forecast for: DUK [2025-10-09T00:04:38.961867] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DUK' from 'https://tdm.silogroup.org/data/derivative_storage/DUK.csv'. [2025-10-09T00:04:38.970919] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DUK'. [2025-10-09T00:04:38.971285] [INFO ] [FORECASTER] Starting predict_future for DUK [2025-10-09T00:04:38.996878] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:38.997623] [DEBUG] [LOCAL ] No optimal features file found for DUK: ./output/feature-sets/DUK.txt [2025-10-09T00:04:38.997721] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:38.997793] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:38.997861] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:38.997960] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:39.015815] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:39.016417] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:39.016523] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:39.016591] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:39.053158] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:39.053372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:39.053422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:39.053457] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:39.057152] [DEBUG] [FORECASTER] DUK: Forecast T+1@11:T+2@11: DOWN (p=6.67%) [2025-10-09T00:04:39.057465] [INFO ] [FORECASTER] Completed predict_future for DUK [2025-10-09T00:04:39.057620] [INFO ] [sig ] DUK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:39.200865] [INFO ] [LOCAL ] Saved forecast: DUK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DUK.txt [2025-10-09T00:04:39.201182] [WARN ] [sig ] [625/2211] Failed DUK after 0.2s | 4.55 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:39.201266] [INFO ] [sig ] [626/2211] Forecasting DUKB... [2025-10-09T00:04:39.201340] [INFO ] [sig ] Generating forecast for: DUKB [2025-10-09T00:04:39.201543] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DUKB' from 'https://tdm.silogroup.org/data/derivative_storage/DUKB.csv'. [2025-10-09T00:04:39.207174] [WARN ] [REMOTE ] Historical data not found for symbol 'DUKB' (404). [2025-10-09T00:04:39.207464] [FATAL] [sig ] DUKB: No historical data fetched. [2025-10-09T00:04:39.207564] [WARN ] [sig ] [626/2211] Failed DUKB after 0.0s | 4.56 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:39.207660] [INFO ] [sig ] [627/2211] Forecasting DV... [2025-10-09T00:04:39.207734] [INFO ] [sig ] Generating forecast for: DV [2025-10-09T00:04:39.207805] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DV' from 'https://tdm.silogroup.org/data/derivative_storage/DV.csv'. [2025-10-09T00:04:39.217283] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DV'. [2025-10-09T00:04:39.217599] [INFO ] [FORECASTER] Starting predict_future for DV [2025-10-09T00:04:39.243896] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:39.244712] [DEBUG] [LOCAL ] No optimal features file found for DV: ./output/feature-sets/DV.txt [2025-10-09T00:04:39.244793] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:39.244865] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:39.244935] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:39.245033] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:39.263098] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:39.263725] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:39.263833] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:39.263902] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:39.298608] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:39.298756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:39.298811] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:39.298878] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:39.302197] [DEBUG] [FORECASTER] DV: Forecast T+1@11:T+2@11: DOWN (p=15.19%) [2025-10-09T00:04:39.302485] [INFO ] [FORECASTER] Completed predict_future for DV [2025-10-09T00:04:39.302625] [INFO ] [sig ] DV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:39.446222] [INFO ] [LOCAL ] Saved forecast: DV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DV.txt [2025-10-09T00:04:39.446482] [WARN ] [sig ] [627/2211] Failed DV after 0.2s | 4.56 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:39.446562] [INFO ] [sig ] [628/2211] Forecasting DVA... [2025-10-09T00:04:39.446607] [INFO ] [sig ] Generating forecast for: DVA [2025-10-09T00:04:39.446699] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DVA' from 'https://tdm.silogroup.org/data/derivative_storage/DVA.csv'. [2025-10-09T00:04:39.456694] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DVA'. [2025-10-09T00:04:39.457038] [INFO ] [FORECASTER] Starting predict_future for DVA [2025-10-09T00:04:39.482938] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:39.483698] [DEBUG] [LOCAL ] No optimal features file found for DVA: ./output/feature-sets/DVA.txt [2025-10-09T00:04:39.483776] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:39.483847] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:39.483914] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:39.484013] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:39.502130] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:39.503117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:39.503236] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:39.503308] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:39.531871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:39.531974] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:39.532016] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:39.532050] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:39.535327] [DEBUG] [FORECASTER] DVA: Forecast T+1@11:T+2@11: UP (p=67.47%) [2025-10-09T00:04:39.535609] [INFO ] [FORECASTER] Completed predict_future for DVA [2025-10-09T00:04:39.535780] [INFO ] [sig ] DVA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:39.681216] [INFO ] [LOCAL ] Saved forecast: DVA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DVA.txt [2025-10-09T00:04:39.681464] [WARN ] [sig ] [628/2211] Failed DVA after 0.2s | 4.56 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:39.681541] [INFO ] [sig ] [629/2211] Forecasting DVN... [2025-10-09T00:04:39.681615] [INFO ] [sig ] Generating forecast for: DVN [2025-10-09T00:04:39.681735] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DVN' from 'https://tdm.silogroup.org/data/derivative_storage/DVN.csv'. [2025-10-09T00:04:39.686035] [WARN ] [REMOTE ] Historical data not found for symbol 'DVN' (404). [2025-10-09T00:04:39.686219] [FATAL] [sig ] DVN: No historical data fetched. [2025-10-09T00:04:39.686309] [WARN ] [sig ] [629/2211] Failed DVN after 0.0s | 4.56 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:39.686380] [INFO ] [sig ] [630/2211] Forecasting DX... [2025-10-09T00:04:39.686449] [INFO ] [sig ] Generating forecast for: DX [2025-10-09T00:04:39.686515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DX' from 'https://tdm.silogroup.org/data/derivative_storage/DX.csv'. [2025-10-09T00:04:39.689879] [WARN ] [REMOTE ] Historical data not found for symbol 'DX' (404). [2025-10-09T00:04:39.690049] [FATAL] [sig ] DX: No historical data fetched. [2025-10-09T00:04:39.690136] [WARN ] [sig ] [630/2211] Failed DX after 0.0s | 4.57 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:39.690206] [INFO ] [sig ] [631/2211] Forecasting DXC... [2025-10-09T00:04:39.690275] [INFO ] [sig ] Generating forecast for: DXC [2025-10-09T00:04:39.690340] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DXC' from 'https://tdm.silogroup.org/data/derivative_storage/DXC.csv'. [2025-10-09T00:04:39.698918] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DXC'. [2025-10-09T00:04:39.699261] [INFO ] [FORECASTER] Starting predict_future for DXC [2025-10-09T00:04:39.724865] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:39.725591] [DEBUG] [LOCAL ] No optimal features file found for DXC: ./output/feature-sets/DXC.txt [2025-10-09T00:04:39.725693] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:39.725765] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:39.725833] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:39.725932] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:39.744516] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:39.745123] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:39.745252] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:39.745322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:39.777871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:39.778024] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:39.778076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:39.778112] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:39.781632] [DEBUG] [FORECASTER] DXC: Forecast T+1@11:T+2@11: UP (p=91.12%) [2025-10-09T00:04:39.781972] [INFO ] [FORECASTER] Completed predict_future for DXC [2025-10-09T00:04:39.782119] [INFO ] [sig ] DXC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:39.941211] [INFO ] [LOCAL ] Saved forecast: DXC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/DXC.txt [2025-10-09T00:04:39.941528] [WARN ] [sig ] [631/2211] Failed DXC after 0.3s | 4.57 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:39.941609] [INFO ] [sig ] [632/2211] Forecasting DXYZ... [2025-10-09T00:04:39.941701] [INFO ] [sig ] Generating forecast for: DXYZ [2025-10-09T00:04:39.941771] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DXYZ' from 'https://tdm.silogroup.org/data/derivative_storage/DXYZ.csv'. [2025-10-09T00:04:39.952205] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DXYZ'. [2025-10-09T00:04:39.952717] [INFO ] [FORECASTER] Starting predict_future for DXYZ [2025-10-09T00:04:39.978742] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:39.979581] [DEBUG] [LOCAL ] No optimal features file found for DXYZ: ./output/feature-sets/DXYZ.txt [2025-10-09T00:04:39.979688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:39.979763] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:39.979833] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:39.979934] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:39.998338] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:39.998972] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:39.999081] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:39.999170] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:40.035123] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:40.035268] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:40.035313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:40.035348] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:40.038808] [DEBUG] [FORECASTER] DXYZ: Forecast T+1@11:T+2@11: DOWN (p=1.79%) [2025-10-09T00:04:40.039101] [INFO ] [FORECASTER] Completed predict_future for DXYZ [2025-10-09T00:04:40.039275] [INFO ] [sig ] DXYZ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:40.182049] [INFO ] [LOCAL ] Saved forecast: DXYZ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DXYZ.txt [2025-10-09T00:04:40.182389] [WARN ] [sig ] [632/2211] Failed DXYZ after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:40.182471] [INFO ] [sig ] [633/2211] Forecasting DY... [2025-10-09T00:04:40.182543] [INFO ] [sig ] Generating forecast for: DY [2025-10-09T00:04:40.182613] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DY' from 'https://tdm.silogroup.org/data/derivative_storage/DY.csv'. [2025-10-09T00:04:40.192594] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'DY'. [2025-10-09T00:04:40.192983] [INFO ] [FORECASTER] Starting predict_future for DY [2025-10-09T00:04:40.219342] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:40.220287] [DEBUG] [LOCAL ] No optimal features file found for DY: ./output/feature-sets/DY.txt [2025-10-09T00:04:40.220383] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:40.220458] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:40.220528] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:40.220629] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:40.238623] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:40.239491] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:40.239602] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:40.239694] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:40.274104] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:40.274290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:40.274337] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:40.274372] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:40.277997] [DEBUG] [FORECASTER] DY: Forecast T+1@11:T+2@11: DOWN (p=41.95%) [2025-10-09T00:04:40.278299] [INFO ] [FORECASTER] Completed predict_future for DY [2025-10-09T00:04:40.278433] [INFO ] [sig ] DY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:40.418681] [INFO ] [LOCAL ] Saved forecast: DY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/DY.txt [2025-10-09T00:04:40.418908] [WARN ] [sig ] [633/2211] Failed DY after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:40.418986] [INFO ] [sig ] [634/2211] Forecasting E... [2025-10-09T00:04:40.419055] [INFO ] [sig ] Generating forecast for: E [2025-10-09T00:04:40.419124] [DEBUG] [REMOTE ] Fetching historical data for symbol 'E' from 'https://tdm.silogroup.org/data/derivative_storage/E.csv'. [2025-10-09T00:04:40.429139] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'E'. [2025-10-09T00:04:40.429532] [INFO ] [FORECASTER] Starting predict_future for E [2025-10-09T00:04:40.455673] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:40.456506] [DEBUG] [LOCAL ] No optimal features file found for E: ./output/feature-sets/E.txt [2025-10-09T00:04:40.456588] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:40.456699] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:40.456771] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:40.456870] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:40.475460] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:40.476109] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:40.476215] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:40.476288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:40.509386] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:40.509598] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:40.509670] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:40.509737] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:40.513414] [DEBUG] [FORECASTER] E: Forecast T+1@11:T+2@11: UP (p=95.44%) [2025-10-09T00:04:40.513766] [INFO ] [FORECASTER] Completed predict_future for E [2025-10-09T00:04:40.513930] [INFO ] [sig ] E: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:40.656339] [INFO ] [LOCAL ] Saved forecast: E 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/E.txt [2025-10-09T00:04:40.656665] [WARN ] [sig ] [634/2211] Failed E after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:40.656748] [INFO ] [sig ] [635/2211] Forecasting EAF... [2025-10-09T00:04:40.656818] [INFO ] [sig ] Generating forecast for: EAF [2025-10-09T00:04:40.656888] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EAF' from 'https://tdm.silogroup.org/data/derivative_storage/EAF.csv'. [2025-10-09T00:04:40.667928] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EAF'. [2025-10-09T00:04:40.668268] [INFO ] [FORECASTER] Starting predict_future for EAF [2025-10-09T00:04:40.694494] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:40.695278] [DEBUG] [LOCAL ] No optimal features file found for EAF: ./output/feature-sets/EAF.txt [2025-10-09T00:04:40.695356] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:40.695434] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:40.695509] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:40.695608] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:40.713604] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:40.714237] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:40.714344] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:40.714414] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:40.750849] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:40.750976] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:40.751023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:40.751056] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:40.754364] [DEBUG] [FORECASTER] EAF: Forecast T+1@11:T+2@11: DOWN (p=39.76%) [2025-10-09T00:04:40.754675] [INFO ] [FORECASTER] Completed predict_future for EAF [2025-10-09T00:04:40.754868] [INFO ] [sig ] EAF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:40.896897] [INFO ] [LOCAL ] Saved forecast: EAF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EAF.txt [2025-10-09T00:04:40.897170] [WARN ] [sig ] [635/2211] Failed EAF after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T00:04:40.897261] [INFO ] [sig ] [636/2211] Forecasting EAI... [2025-10-09T00:04:40.897330] [INFO ] [sig ] Generating forecast for: EAI [2025-10-09T00:04:40.897402] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EAI' from 'https://tdm.silogroup.org/data/derivative_storage/EAI.csv'. [2025-10-09T00:04:40.907327] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EAI'. [2025-10-09T00:04:40.907632] [INFO ] [FORECASTER] Starting predict_future for EAI [2025-10-09T00:04:40.933392] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:40.934258] [DEBUG] [LOCAL ] No optimal features file found for EAI: ./output/feature-sets/EAI.txt [2025-10-09T00:04:40.934337] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:40.934408] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:40.934476] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:40.934575] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:40.952181] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:40.952813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:40.952920] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:40.952989] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:40.989148] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:40.989268] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:40.989325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:40.989362] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:40.992534] [DEBUG] [FORECASTER] EAI: Forecast T+1@11:T+2@11: DOWN (p=16.77%) [2025-10-09T00:04:40.992847] [INFO ] [FORECASTER] Completed predict_future for EAI [2025-10-09T00:04:40.993002] [INFO ] [sig ] EAI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:41.138104] [INFO ] [LOCAL ] Saved forecast: EAI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EAI.txt [2025-10-09T00:04:41.138387] [WARN ] [sig ] [636/2211] Failed EAI after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:41.138466] [INFO ] [sig ] [637/2211] Forecasting EARN... [2025-10-09T00:04:41.138536] [INFO ] [sig ] Generating forecast for: EARN [2025-10-09T00:04:41.138608] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EARN' from 'https://tdm.silogroup.org/data/derivative_storage/EARN.csv'. [2025-10-09T00:04:41.148475] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EARN'. [2025-10-09T00:04:41.148929] [INFO ] [FORECASTER] Starting predict_future for EARN [2025-10-09T00:04:41.175020] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:41.175897] [DEBUG] [LOCAL ] No optimal features file found for EARN: ./output/feature-sets/EARN.txt [2025-10-09T00:04:41.175976] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:41.176048] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:41.176119] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:41.176219] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:41.193839] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:41.194421] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:41.194528] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:41.194597] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:41.230172] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:41.230390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:41.230438] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:41.230472] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:41.234181] [DEBUG] [FORECASTER] EARN: Forecast T+1@11:T+2@11: DOWN (p=7.58%) [2025-10-09T00:04:41.234513] [INFO ] [FORECASTER] Completed predict_future for EARN [2025-10-09T00:04:41.234697] [INFO ] [sig ] EARN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:41.376388] [INFO ] [LOCAL ] Saved forecast: EARN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EARN.txt [2025-10-09T00:04:41.376727] [WARN ] [sig ] [637/2211] Failed EARN after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:41.376809] [INFO ] [sig ] [638/2211] Forecasting EAT... [2025-10-09T00:04:41.376879] [INFO ] [sig ] Generating forecast for: EAT [2025-10-09T00:04:41.376951] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EAT' from 'https://tdm.silogroup.org/data/derivative_storage/EAT.csv'. [2025-10-09T00:04:41.387109] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EAT'. [2025-10-09T00:04:41.387442] [INFO ] [FORECASTER] Starting predict_future for EAT [2025-10-09T00:04:41.412540] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:41.413328] [DEBUG] [LOCAL ] No optimal features file found for EAT: ./output/feature-sets/EAT.txt [2025-10-09T00:04:41.413408] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:41.413479] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:41.413547] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:41.413668] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:41.431333] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:41.431954] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:41.432058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:41.432127] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:41.468498] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:41.468685] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:41.468753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:41.468790] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:41.472202] [DEBUG] [FORECASTER] EAT: Forecast T+1@11:T+2@11: DOWN (p=12.05%) [2025-10-09T00:04:41.472493] [INFO ] [FORECASTER] Completed predict_future for EAT [2025-10-09T00:04:41.472635] [INFO ] [sig ] EAT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:41.614157] [INFO ] [LOCAL ] Saved forecast: EAT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EAT.txt [2025-10-09T00:04:41.614427] [WARN ] [sig ] [638/2211] Failed EAT after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:41.614506] [INFO ] [sig ] [639/2211] Forecasting EB... [2025-10-09T00:04:41.614576] [INFO ] [sig ] Generating forecast for: EB [2025-10-09T00:04:41.614670] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EB' from 'https://tdm.silogroup.org/data/derivative_storage/EB.csv'. [2025-10-09T00:04:41.619077] [WARN ] [REMOTE ] Historical data not found for symbol 'EB' (404). [2025-10-09T00:04:41.619280] [FATAL] [sig ] EB: No historical data fetched. [2025-10-09T00:04:41.619371] [WARN ] [sig ] [639/2211] Failed EB after 0.0s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:41.619464] [INFO ] [sig ] [640/2211] Forecasting EBF... [2025-10-09T00:04:41.619548] [INFO ] [sig ] Generating forecast for: EBF [2025-10-09T00:04:41.619628] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EBF' from 'https://tdm.silogroup.org/data/derivative_storage/EBF.csv'. [2025-10-09T00:04:41.628393] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EBF'. [2025-10-09T00:04:41.628728] [INFO ] [FORECASTER] Starting predict_future for EBF [2025-10-09T00:04:41.654271] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:41.655177] [DEBUG] [LOCAL ] No optimal features file found for EBF: ./output/feature-sets/EBF.txt [2025-10-09T00:04:41.655256] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:41.655360] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:41.655442] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:41.655567] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:41.673219] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:41.673928] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:41.674035] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:41.674118] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:41.707099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:41.707262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:41.707307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:41.707342] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:41.710844] [DEBUG] [FORECASTER] EBF: Forecast T+1@11:T+2@11: DOWN (p=49.62%) [2025-10-09T00:04:41.711138] [INFO ] [FORECASTER] Completed predict_future for EBF [2025-10-09T00:04:41.711279] [INFO ] [sig ] EBF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:41.853293] [INFO ] [LOCAL ] Saved forecast: EBF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EBF.txt [2025-10-09T00:04:41.853633] [WARN ] [sig ] [640/2211] Failed EBF after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:41.853738] [INFO ] [sig ] [641/2211] Forecasting EBR... [2025-10-09T00:04:41.853822] [INFO ] [sig ] Generating forecast for: EBR [2025-10-09T00:04:41.853910] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EBR' from 'https://tdm.silogroup.org/data/derivative_storage/EBR.csv'. [2025-10-09T00:04:41.863436] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EBR'. [2025-10-09T00:04:41.863827] [INFO ] [FORECASTER] Starting predict_future for EBR [2025-10-09T00:04:41.889150] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:41.890078] [DEBUG] [LOCAL ] No optimal features file found for EBR: ./output/feature-sets/EBR.txt [2025-10-09T00:04:41.890174] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:41.890259] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:41.890342] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:41.890464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:41.911027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:41.911747] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:41.911854] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:41.911936] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:41.946814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:41.947017] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:41.947066] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:41.947100] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:41.950794] [DEBUG] [FORECASTER] EBR: Forecast T+1@11:T+2@11: UP (p=70.96%) [2025-10-09T00:04:41.951099] [INFO ] [FORECASTER] Completed predict_future for EBR [2025-10-09T00:04:41.951242] [INFO ] [sig ] EBR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:42.092223] [INFO ] [LOCAL ] Saved forecast: EBR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EBR.txt [2025-10-09T00:04:42.092495] [WARN ] [sig ] [641/2211] Failed EBR after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:42.092574] [INFO ] [sig ] [642/2211] Forecasting EBS... [2025-10-09T00:04:42.092692] [INFO ] [sig ] Generating forecast for: EBS [2025-10-09T00:04:42.092765] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EBS' from 'https://tdm.silogroup.org/data/derivative_storage/EBS.csv'. [2025-10-09T00:04:42.102634] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EBS'. [2025-10-09T00:04:42.102996] [INFO ] [FORECASTER] Starting predict_future for EBS [2025-10-09T00:04:42.128465] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:42.129484] [DEBUG] [LOCAL ] No optimal features file found for EBS: ./output/feature-sets/EBS.txt [2025-10-09T00:04:42.129565] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:42.129671] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:42.129754] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:42.129876] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:42.147670] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:42.148412] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:42.148526] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:42.148612] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:42.184840] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:42.185020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:42.185066] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:42.185101] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:42.188621] [DEBUG] [FORECASTER] EBS: Forecast T+1@11:T+2@11: UP (p=94.92%) [2025-10-09T00:04:42.188955] [INFO ] [FORECASTER] Completed predict_future for EBS [2025-10-09T00:04:42.189095] [INFO ] [sig ] EBS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:42.330776] [INFO ] [LOCAL ] Saved forecast: EBS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EBS.txt [2025-10-09T00:04:42.331055] [WARN ] [sig ] [642/2211] Failed EBS after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:42.331137] [INFO ] [sig ] [643/2211] Forecasting EC... [2025-10-09T00:04:42.331220] [INFO ] [sig ] Generating forecast for: EC [2025-10-09T00:04:42.331305] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EC' from 'https://tdm.silogroup.org/data/derivative_storage/EC.csv'. [2025-10-09T00:04:42.342130] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EC'. [2025-10-09T00:04:42.342580] [INFO ] [FORECASTER] Starting predict_future for EC [2025-10-09T00:04:42.368324] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:42.369268] [DEBUG] [LOCAL ] No optimal features file found for EC: ./output/feature-sets/EC.txt [2025-10-09T00:04:42.369349] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:42.369434] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:42.369516] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:42.369639] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:42.388481] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:42.389178] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:42.389308] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:42.389395] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:42.425190] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:42.425329] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:42.425375] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:42.425411] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:42.428862] [DEBUG] [FORECASTER] EC: Forecast T+1@11:T+2@11: UP (p=84.97%) [2025-10-09T00:04:42.429180] [INFO ] [FORECASTER] Completed predict_future for EC [2025-10-09T00:04:42.429363] [INFO ] [sig ] EC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:42.584476] [INFO ] [LOCAL ] Saved forecast: EC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EC.txt [2025-10-09T00:04:42.584793] [WARN ] [sig ] [643/2211] Failed EC after 0.3s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:42.584879] [INFO ] [sig ] [644/2211] Forecasting ECAT... [2025-10-09T00:04:42.584949] [INFO ] [sig ] Generating forecast for: ECAT [2025-10-09T00:04:42.585022] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECAT' from 'https://tdm.silogroup.org/data/derivative_storage/ECAT.csv'. [2025-10-09T00:04:42.594983] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ECAT'. [2025-10-09T00:04:42.595328] [INFO ] [FORECASTER] Starting predict_future for ECAT [2025-10-09T00:04:42.621742] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:42.622586] [DEBUG] [LOCAL ] No optimal features file found for ECAT: ./output/feature-sets/ECAT.txt [2025-10-09T00:04:42.622691] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:42.622769] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:42.622851] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:42.622968] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:42.641361] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:42.642044] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:42.642153] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:42.642229] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:42.676157] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:42.676335] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:42.676384] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:42.676419] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:42.680035] [DEBUG] [FORECASTER] ECAT: Forecast T+1@11:T+2@11: DOWN (p=15.96%) [2025-10-09T00:04:42.680363] [INFO ] [FORECASTER] Completed predict_future for ECAT [2025-10-09T00:04:42.680514] [INFO ] [sig ] ECAT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:42.828371] [INFO ] [LOCAL ] Saved forecast: ECAT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ECAT.txt [2025-10-09T00:04:42.828697] [WARN ] [sig ] [644/2211] Failed ECAT after 0.2s | 4.57 sym/s | Total: 2.3m | ETA: 5.7m [2025-10-09T00:04:42.828780] [INFO ] [sig ] [645/2211] Forecasting ECC... [2025-10-09T00:04:42.828864] [INFO ] [sig ] Generating forecast for: ECC [2025-10-09T00:04:42.828950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECC' from 'https://tdm.silogroup.org/data/derivative_storage/ECC.csv'. [2025-10-09T00:04:42.838878] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ECC'. [2025-10-09T00:04:42.839221] [INFO ] [FORECASTER] Starting predict_future for ECC [2025-10-09T00:04:42.865792] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:42.866662] [DEBUG] [LOCAL ] No optimal features file found for ECC: ./output/feature-sets/ECC.txt [2025-10-09T00:04:42.866745] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:42.866820] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:42.866890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:42.867130] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:42.885568] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:42.886233] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:42.886341] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:42.886426] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:42.923687] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:42.923869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:42.923916] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:42.923950] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:42.927342] [DEBUG] [FORECASTER] ECC: Forecast T+1@11:T+2@11: DOWN (p=18.72%) [2025-10-09T00:04:42.927632] [INFO ] [FORECASTER] Completed predict_future for ECC [2025-10-09T00:04:42.927848] [INFO ] [sig ] ECC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:43.071708] [INFO ] [LOCAL ] Saved forecast: ECC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ECC.txt [2025-10-09T00:04:43.071966] [WARN ] [sig ] [645/2211] Failed ECC after 0.2s | 4.57 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:43.072043] [INFO ] [sig ] [646/2211] Forecasting ECG... [2025-10-09T00:04:43.072093] [INFO ] [sig ] Generating forecast for: ECG [2025-10-09T00:04:43.072136] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECG' from 'https://tdm.silogroup.org/data/derivative_storage/ECG.csv'. [2025-10-09T00:04:43.082753] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ECG'. [2025-10-09T00:04:43.083144] [INFO ] [FORECASTER] Starting predict_future for ECG [2025-10-09T00:04:43.109159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:43.111276] [DEBUG] [LOCAL ] No optimal features file found for ECG: ./output/feature-sets/ECG.txt [2025-10-09T00:04:43.111417] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:43.111490] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:43.111559] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:43.111680] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:43.129452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:43.130128] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:43.130237] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:43.130306] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:43.170311] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:43.170434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:43.170479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:43.170514] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:43.173899] [DEBUG] [FORECASTER] ECG: Forecast T+1@11:T+2@11: UP (p=93.52%) [2025-10-09T00:04:43.174198] [INFO ] [FORECASTER] Completed predict_future for ECG [2025-10-09T00:04:43.174348] [INFO ] [sig ] ECG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:43.318349] [INFO ] [LOCAL ] Saved forecast: ECG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ECG.txt [2025-10-09T00:04:43.318628] [WARN ] [sig ] [646/2211] Failed ECG after 0.2s | 4.57 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:43.318743] [INFO ] [sig ] [647/2211] Forecasting ECL... [2025-10-09T00:04:43.318815] [INFO ] [sig ] Generating forecast for: ECL [2025-10-09T00:04:43.318890] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECL' from 'https://tdm.silogroup.org/data/derivative_storage/ECL.csv'. [2025-10-09T00:04:43.329813] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ECL'. [2025-10-09T00:04:43.330197] [INFO ] [FORECASTER] Starting predict_future for ECL [2025-10-09T00:04:43.356700] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:43.357785] [DEBUG] [LOCAL ] No optimal features file found for ECL: ./output/feature-sets/ECL.txt [2025-10-09T00:04:43.357871] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:43.357965] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:43.358044] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:43.358152] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:43.377759] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:43.378916] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:43.379067] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:43.379152] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:43.416136] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:43.416322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:43.416371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:43.416404] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:43.420025] [DEBUG] [FORECASTER] ECL: Forecast T+1@11:T+2@11: DOWN (p=16.89%) [2025-10-09T00:04:43.420354] [INFO ] [FORECASTER] Completed predict_future for ECL [2025-10-09T00:04:43.420503] [INFO ] [sig ] ECL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:43.563571] [INFO ] [LOCAL ] Saved forecast: ECL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ECL.txt [2025-10-09T00:04:43.563906] [WARN ] [sig ] [647/2211] Failed ECL after 0.2s | 4.57 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:43.563987] [INFO ] [sig ] [648/2211] Forecasting ECO... [2025-10-09T00:04:43.564058] [INFO ] [sig ] Generating forecast for: ECO [2025-10-09T00:04:43.564131] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECO' from 'https://tdm.silogroup.org/data/derivative_storage/ECO.csv'. [2025-10-09T00:04:43.574750] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ECO'. [2025-10-09T00:04:43.575111] [INFO ] [FORECASTER] Starting predict_future for ECO [2025-10-09T00:04:43.601339] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:43.602104] [DEBUG] [LOCAL ] No optimal features file found for ECO: ./output/feature-sets/ECO.txt [2025-10-09T00:04:43.602194] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:43.602281] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:43.602352] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:43.602452] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:43.620374] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:43.620982] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:43.621086] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:43.621156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:43.660542] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:43.660665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:43.660735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:43.660773] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:43.663963] [DEBUG] [FORECASTER] ECO: Forecast T+1@11:T+2@11: DOWN (p=12.04%) [2025-10-09T00:04:43.664271] [INFO ] [FORECASTER] Completed predict_future for ECO [2025-10-09T00:04:43.664425] [INFO ] [sig ] ECO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:43.806340] [INFO ] [LOCAL ] Saved forecast: ECO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ECO.txt [2025-10-09T00:04:43.806574] [WARN ] [sig ] [648/2211] Failed ECO after 0.2s | 4.57 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:43.806676] [INFO ] [sig ] [649/2211] Forecasting ECVT... [2025-10-09T00:04:43.806748] [INFO ] [sig ] Generating forecast for: ECVT [2025-10-09T00:04:43.806819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECVT' from 'https://tdm.silogroup.org/data/derivative_storage/ECVT.csv'. [2025-10-09T00:04:43.817519] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ECVT'. [2025-10-09T00:04:43.817945] [INFO ] [FORECASTER] Starting predict_future for ECVT [2025-10-09T00:04:43.846273] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:43.847214] [DEBUG] [LOCAL ] No optimal features file found for ECVT: ./output/feature-sets/ECVT.txt [2025-10-09T00:04:43.847296] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:43.847383] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:43.847470] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:43.847599] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:43.869618] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:43.870368] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:43.870483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:43.870566] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:43.911195] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:43.911370] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:43.911425] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:43.911460] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:43.916229] [DEBUG] [FORECASTER] ECVT: Forecast T+1@11:T+2@11: DOWN (p=7.68%) [2025-10-09T00:04:43.916583] [INFO ] [FORECASTER] Completed predict_future for ECVT [2025-10-09T00:04:43.916798] [INFO ] [sig ] ECVT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:44.099487] [INFO ] [LOCAL ] Saved forecast: ECVT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ECVT.txt [2025-10-09T00:04:44.099875] [WARN ] [sig ] [649/2211] Failed ECVT after 0.3s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:44.099965] [INFO ] [sig ] [650/2211] Forecasting ED... [2025-10-09T00:04:44.100052] [INFO ] [sig ] Generating forecast for: ED [2025-10-09T00:04:44.100147] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ED' from 'https://tdm.silogroup.org/data/derivative_storage/ED.csv'. [2025-10-09T00:04:44.111188] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ED'. [2025-10-09T00:04:44.111688] [INFO ] [FORECASTER] Starting predict_future for ED [2025-10-09T00:04:44.140996] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:44.142020] [DEBUG] [LOCAL ] No optimal features file found for ED: ./output/feature-sets/ED.txt [2025-10-09T00:04:44.142104] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:44.142207] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:44.142296] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:44.142449] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:44.164745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:44.165611] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:44.165767] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:44.165840] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:44.207061] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:44.207213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:44.207268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:44.207310] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:44.211374] [DEBUG] [FORECASTER] ED: Forecast T+1@11:T+2@11: UP (p=72.38%) [2025-10-09T00:04:44.211747] [INFO ] [FORECASTER] Completed predict_future for ED [2025-10-09T00:04:44.211936] [INFO ] [sig ] ED: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:44.381029] [INFO ] [LOCAL ] Saved forecast: ED 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ED.txt [2025-10-09T00:04:44.381293] [WARN ] [sig ] [650/2211] Failed ED after 0.3s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:44.381373] [INFO ] [sig ] [651/2211] Forecasting EDD... [2025-10-09T00:04:44.381444] [INFO ] [sig ] Generating forecast for: EDD [2025-10-09T00:04:44.381517] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDD' from 'https://tdm.silogroup.org/data/derivative_storage/EDD.csv'. [2025-10-09T00:04:44.392615] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EDD'. [2025-10-09T00:04:44.393001] [INFO ] [FORECASTER] Starting predict_future for EDD [2025-10-09T00:04:44.421524] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:44.422466] [DEBUG] [LOCAL ] No optimal features file found for EDD: ./output/feature-sets/EDD.txt [2025-10-09T00:04:44.422550] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:44.422624] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:44.422751] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:44.422855] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:44.444502] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:44.445214] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:44.445324] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:44.445417] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:44.486815] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:44.487022] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:44.487074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:44.487109] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:44.491546] [DEBUG] [FORECASTER] EDD: Forecast T+1@11:T+2@11: UP (p=70.02%) [2025-10-09T00:04:44.491950] [INFO ] [FORECASTER] Completed predict_future for EDD [2025-10-09T00:04:44.492152] [INFO ] [sig ] EDD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:44.677819] [INFO ] [LOCAL ] Saved forecast: EDD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EDD.txt [2025-10-09T00:04:44.678130] [WARN ] [sig ] [651/2211] Failed EDD after 0.3s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:44.678214] [INFO ] [sig ] [652/2211] Forecasting EDF... [2025-10-09T00:04:44.678287] [INFO ] [sig ] Generating forecast for: EDF [2025-10-09T00:04:44.678362] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDF' from 'https://tdm.silogroup.org/data/derivative_storage/EDF.csv'. [2025-10-09T00:04:44.689447] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EDF'. [2025-10-09T00:04:44.689851] [INFO ] [FORECASTER] Starting predict_future for EDF [2025-10-09T00:04:44.719409] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:44.720316] [DEBUG] [LOCAL ] No optimal features file found for EDF: ./output/feature-sets/EDF.txt [2025-10-09T00:04:44.720399] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:44.720487] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:44.720572] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:44.720708] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:44.741846] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:44.742577] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:44.742733] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:44.742821] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:44.785946] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:44.786145] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:44.786211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:44.786250] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:44.790911] [DEBUG] [FORECASTER] EDF: Forecast T+1@11:T+2@11: UP (p=96.47%) [2025-10-09T00:04:44.791270] [INFO ] [FORECASTER] Completed predict_future for EDF [2025-10-09T00:04:44.791424] [INFO ] [sig ] EDF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:44.947036] [INFO ] [LOCAL ] Saved forecast: EDF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EDF.txt [2025-10-09T00:04:44.947355] [WARN ] [sig ] [652/2211] Failed EDF after 0.3s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:44.947437] [INFO ] [sig ] [653/2211] Forecasting EDN... [2025-10-09T00:04:44.947509] [INFO ] [sig ] Generating forecast for: EDN [2025-10-09T00:04:44.947583] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDN' from 'https://tdm.silogroup.org/data/derivative_storage/EDN.csv'. [2025-10-09T00:04:44.958057] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EDN'. [2025-10-09T00:04:44.958454] [INFO ] [FORECASTER] Starting predict_future for EDN [2025-10-09T00:04:44.984261] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:44.985141] [DEBUG] [LOCAL ] No optimal features file found for EDN: ./output/feature-sets/EDN.txt [2025-10-09T00:04:44.985225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:44.985299] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:44.985369] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:44.985470] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:45.003443] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:45.004114] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:45.004225] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:45.004295] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:45.039265] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:45.039504] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:45.039553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:45.039588] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:45.043490] [DEBUG] [FORECASTER] EDN: Forecast T+1@11:T+2@11: DOWN (p=25.96%) [2025-10-09T00:04:45.043877] [INFO ] [FORECASTER] Completed predict_future for EDN [2025-10-09T00:04:45.044046] [INFO ] [sig ] EDN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:45.191627] [INFO ] [LOCAL ] Saved forecast: EDN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EDN.txt [2025-10-09T00:04:45.192033] [WARN ] [sig ] [653/2211] Failed EDN after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:45.192139] [INFO ] [sig ] [654/2211] Forecasting EDU... [2025-10-09T00:04:45.192223] [INFO ] [sig ] Generating forecast for: EDU [2025-10-09T00:04:45.192298] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDU' from 'https://tdm.silogroup.org/data/derivative_storage/EDU.csv'. [2025-10-09T00:04:45.203867] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EDU'. [2025-10-09T00:04:45.204283] [INFO ] [FORECASTER] Starting predict_future for EDU [2025-10-09T00:04:45.229719] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:45.230485] [DEBUG] [LOCAL ] No optimal features file found for EDU: ./output/feature-sets/EDU.txt [2025-10-09T00:04:45.230564] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:45.230635] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:45.230744] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:45.230844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:45.248608] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:45.249405] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:45.249509] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:45.249579] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:45.286535] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:45.286711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:45.286774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:45.286810] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:45.290285] [DEBUG] [FORECASTER] EDU: Forecast T+1@11:T+2@11: UP (p=70.41%) [2025-10-09T00:04:45.290590] [INFO ] [FORECASTER] Completed predict_future for EDU [2025-10-09T00:04:45.290767] [INFO ] [sig ] EDU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:45.439986] [INFO ] [LOCAL ] Saved forecast: EDU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EDU.txt [2025-10-09T00:04:45.440280] [WARN ] [sig ] [654/2211] Failed EDU after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:45.440364] [INFO ] [sig ] [655/2211] Forecasting EE... [2025-10-09T00:04:45.440438] [INFO ] [sig ] Generating forecast for: EE [2025-10-09T00:04:45.440512] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EE' from 'https://tdm.silogroup.org/data/derivative_storage/EE.csv'. [2025-10-09T00:04:45.450958] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EE'. [2025-10-09T00:04:45.451280] [INFO ] [FORECASTER] Starting predict_future for EE [2025-10-09T00:04:45.476915] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:45.477811] [DEBUG] [LOCAL ] No optimal features file found for EE: ./output/feature-sets/EE.txt [2025-10-09T00:04:45.477892] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:45.477963] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:45.478032] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:45.478132] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:45.496468] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:45.497373] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:45.497491] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:45.497615] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:45.534720] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:45.534894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:45.534942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:45.534976] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:45.538451] [DEBUG] [FORECASTER] EE: Forecast T+1@11:T+2@11: DOWN (p=47.97%) [2025-10-09T00:04:45.538810] [INFO ] [FORECASTER] Completed predict_future for EE [2025-10-09T00:04:45.538969] [INFO ] [sig ] EE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:45.680997] [INFO ] [LOCAL ] Saved forecast: EE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EE.txt [2025-10-09T00:04:45.681277] [WARN ] [sig ] [655/2211] Failed EE after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:45.681356] [INFO ] [sig ] [656/2211] Forecasting EEX... [2025-10-09T00:04:45.681426] [INFO ] [sig ] Generating forecast for: EEX [2025-10-09T00:04:45.681498] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EEX' from 'https://tdm.silogroup.org/data/derivative_storage/EEX.csv'. [2025-10-09T00:04:45.691404] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EEX'. [2025-10-09T00:04:45.691848] [INFO ] [FORECASTER] Starting predict_future for EEX [2025-10-09T00:04:45.720899] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:45.722001] [DEBUG] [LOCAL ] No optimal features file found for EEX: ./output/feature-sets/EEX.txt [2025-10-09T00:04:45.722084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:45.722158] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:45.722230] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:45.722351] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:45.744166] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:45.744853] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:45.744968] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:45.745042] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:45.789023] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:45.789290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:45.789375] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:45.789421] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:45.793597] [DEBUG] [FORECASTER] EEX: Forecast T+1@11:T+2@11: UP (p=94.93%) [2025-10-09T00:04:45.794005] [INFO ] [FORECASTER] Completed predict_future for EEX [2025-10-09T00:04:45.794170] [INFO ] [sig ] EEX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:45.968453] [INFO ] [LOCAL ] Saved forecast: EEX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EEX.txt [2025-10-09T00:04:45.968755] [WARN ] [sig ] [656/2211] Failed EEX after 0.3s | 4.55 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:45.968836] [INFO ] [sig ] [657/2211] Forecasting EFC... [2025-10-09T00:04:45.968907] [INFO ] [sig ] Generating forecast for: EFC [2025-10-09T00:04:45.968985] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFC' from 'https://tdm.silogroup.org/data/derivative_storage/EFC.csv'. [2025-10-09T00:04:45.973940] [WARN ] [REMOTE ] Historical data not found for symbol 'EFC' (404). [2025-10-09T00:04:45.974132] [FATAL] [sig ] EFC: No historical data fetched. [2025-10-09T00:04:45.974239] [WARN ] [sig ] [657/2211] Failed EFC after 0.0s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:45.974327] [INFO ] [sig ] [658/2211] Forecasting EFR... [2025-10-09T00:04:45.974400] [INFO ] [sig ] Generating forecast for: EFR [2025-10-09T00:04:45.974470] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFR' from 'https://tdm.silogroup.org/data/derivative_storage/EFR.csv'. [2025-10-09T00:04:45.983958] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EFR'. [2025-10-09T00:04:45.984278] [INFO ] [FORECASTER] Starting predict_future for EFR [2025-10-09T00:04:46.015528] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:46.016603] [DEBUG] [LOCAL ] No optimal features file found for EFR: ./output/feature-sets/EFR.txt [2025-10-09T00:04:46.016710] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:46.016785] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:46.016857] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:46.016957] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:46.038762] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:46.040413] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:46.040696] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:46.040769] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:46.077303] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:46.077527] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:46.077613] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:46.077684] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:46.081784] [DEBUG] [FORECASTER] EFR: Forecast T+1@11:T+2@11: UP (p=92.19%) [2025-10-09T00:04:46.082135] [INFO ] [FORECASTER] Completed predict_future for EFR [2025-10-09T00:04:46.082299] [INFO ] [sig ] EFR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:46.249178] [INFO ] [LOCAL ] Saved forecast: EFR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EFR.txt [2025-10-09T00:04:46.249547] [WARN ] [sig ] [658/2211] Failed EFR after 0.3s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:46.249634] [INFO ] [sig ] [659/2211] Forecasting EFT... [2025-10-09T00:04:46.249729] [INFO ] [sig ] Generating forecast for: EFT [2025-10-09T00:04:46.249804] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFT' from 'https://tdm.silogroup.org/data/derivative_storage/EFT.csv'. [2025-10-09T00:04:46.264458] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EFT'. [2025-10-09T00:04:46.265635] [INFO ] [FORECASTER] Starting predict_future for EFT [2025-10-09T00:04:46.292165] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:46.292976] [DEBUG] [LOCAL ] No optimal features file found for EFT: ./output/feature-sets/EFT.txt [2025-10-09T00:04:46.293056] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:46.293128] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:46.293195] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:46.293296] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:46.310578] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:46.311203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:46.311310] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:46.311379] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:46.341635] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:46.341795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:46.341839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:46.341873] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:46.345167] [DEBUG] [FORECASTER] EFT: Forecast T+1@11:T+2@11: DOWN (p=17.47%) [2025-10-09T00:04:46.345460] [INFO ] [FORECASTER] Completed predict_future for EFT [2025-10-09T00:04:46.345600] [INFO ] [sig ] EFT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:46.485931] [INFO ] [LOCAL ] Saved forecast: EFT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EFT.txt [2025-10-09T00:04:46.486296] [WARN ] [sig ] [659/2211] Failed EFT after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:46.486378] [INFO ] [sig ] [660/2211] Forecasting EFX... [2025-10-09T00:04:46.486448] [INFO ] [sig ] Generating forecast for: EFX [2025-10-09T00:04:46.486522] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFX' from 'https://tdm.silogroup.org/data/derivative_storage/EFX.csv'. [2025-10-09T00:04:46.499866] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EFX'. [2025-10-09T00:04:46.500365] [INFO ] [FORECASTER] Starting predict_future for EFX [2025-10-09T00:04:46.526097] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:46.527041] [DEBUG] [LOCAL ] No optimal features file found for EFX: ./output/feature-sets/EFX.txt [2025-10-09T00:04:46.527122] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:46.527193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:46.527258] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:46.527376] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:46.544981] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:46.545889] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:46.546006] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:46.546076] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:46.582193] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:46.582431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:46.582518] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:46.582566] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:46.586572] [DEBUG] [FORECASTER] EFX: Forecast T+1@11:T+2@11: UP (p=53.70%) [2025-10-09T00:04:46.586912] [INFO ] [FORECASTER] Completed predict_future for EFX [2025-10-09T00:04:46.587072] [INFO ] [sig ] EFX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:46.753785] [INFO ] [LOCAL ] Saved forecast: EFX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EFX.txt [2025-10-09T00:04:46.754088] [WARN ] [sig ] [660/2211] Failed EFX after 0.3s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:46.754190] [INFO ] [sig ] [661/2211] Forecasting EFXT... [2025-10-09T00:04:46.754273] [INFO ] [sig ] Generating forecast for: EFXT [2025-10-09T00:04:46.754360] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFXT' from 'https://tdm.silogroup.org/data/derivative_storage/EFXT.csv'. [2025-10-09T00:04:46.765912] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EFXT'. [2025-10-09T00:04:46.766360] [INFO ] [FORECASTER] Starting predict_future for EFXT [2025-10-09T00:04:46.796020] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:46.797020] [DEBUG] [LOCAL ] No optimal features file found for EFXT: ./output/feature-sets/EFXT.txt [2025-10-09T00:04:46.797101] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:46.797187] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:46.797268] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:46.797394] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:46.819805] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:46.820578] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:46.820734] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:46.820823] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:46.852380] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:46.852545] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:46.852593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:46.852628] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:46.856551] [DEBUG] [FORECASTER] EFXT: Forecast T+1@11:T+2@11: UP (p=83.07%) [2025-10-09T00:04:46.856881] [INFO ] [FORECASTER] Completed predict_future for EFXT [2025-10-09T00:04:46.857037] [INFO ] [sig ] EFXT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:47.009271] [INFO ] [LOCAL ] Saved forecast: EFXT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EFXT.txt [2025-10-09T00:04:47.009592] [WARN ] [sig ] [661/2211] Failed EFXT after 0.3s | 4.55 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:47.009720] [INFO ] [sig ] [662/2211] Forecasting EG... [2025-10-09T00:04:47.009805] [INFO ] [sig ] Generating forecast for: EG [2025-10-09T00:04:47.009893] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EG' from 'https://tdm.silogroup.org/data/derivative_storage/EG.csv'. [2025-10-09T00:04:47.021419] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EG'. [2025-10-09T00:04:47.021807] [INFO ] [FORECASTER] Starting predict_future for EG [2025-10-09T00:04:47.047089] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:47.047893] [DEBUG] [LOCAL ] No optimal features file found for EG: ./output/feature-sets/EG.txt [2025-10-09T00:04:47.047971] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:47.048057] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:47.048142] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:47.048244] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:47.065972] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:47.066594] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:47.066725] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:47.066810] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:47.104740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:47.104858] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:47.104900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:47.104933] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:47.108149] [DEBUG] [FORECASTER] EG: Forecast T+1@11:T+2@11: UP (p=85.06%) [2025-10-09T00:04:47.108429] [INFO ] [FORECASTER] Completed predict_future for EG [2025-10-09T00:04:47.108573] [INFO ] [sig ] EG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:47.251520] [INFO ] [LOCAL ] Saved forecast: EG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EG.txt [2025-10-09T00:04:47.251840] [WARN ] [sig ] [662/2211] Failed EG after 0.2s | 4.55 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:47.251924] [INFO ] [sig ] [663/2211] Forecasting EGO... [2025-10-09T00:04:47.252009] [INFO ] [sig ] Generating forecast for: EGO [2025-10-09T00:04:47.252094] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EGO' from 'https://tdm.silogroup.org/data/derivative_storage/EGO.csv'. [2025-10-09T00:04:47.257244] [WARN ] [REMOTE ] Historical data not found for symbol 'EGO' (404). [2025-10-09T00:04:47.257451] [FATAL] [sig ] EGO: No historical data fetched. [2025-10-09T00:04:47.257543] [WARN ] [sig ] [663/2211] Failed EGO after 0.0s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:47.257616] [INFO ] [sig ] [664/2211] Forecasting EGP... [2025-10-09T00:04:47.257706] [INFO ] [sig ] Generating forecast for: EGP [2025-10-09T00:04:47.257774] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EGP' from 'https://tdm.silogroup.org/data/derivative_storage/EGP.csv'. [2025-10-09T00:04:47.267293] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EGP'. [2025-10-09T00:04:47.267620] [INFO ] [FORECASTER] Starting predict_future for EGP [2025-10-09T00:04:47.293076] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:47.293867] [DEBUG] [LOCAL ] No optimal features file found for EGP: ./output/feature-sets/EGP.txt [2025-10-09T00:04:47.293946] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:47.294018] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:47.294086] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:47.294185] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:47.311498] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:47.312109] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:47.312214] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:47.312284] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:47.346807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:47.346903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:47.346961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:47.346996] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:47.350139] [DEBUG] [FORECASTER] EGP: Forecast T+1@11:T+2@11: DOWN (p=44.06%) [2025-10-09T00:04:47.350412] [INFO ] [FORECASTER] Completed predict_future for EGP [2025-10-09T00:04:47.350557] [INFO ] [sig ] EGP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:47.490494] [INFO ] [LOCAL ] Saved forecast: EGP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EGP.txt [2025-10-09T00:04:47.490778] [WARN ] [sig ] [664/2211] Failed EGP after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:47.490859] [INFO ] [sig ] [665/2211] Forecasting EGY... [2025-10-09T00:04:47.490929] [INFO ] [sig ] Generating forecast for: EGY [2025-10-09T00:04:47.491002] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EGY' from 'https://tdm.silogroup.org/data/derivative_storage/EGY.csv'. [2025-10-09T00:04:47.502070] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EGY'. [2025-10-09T00:04:47.502418] [INFO ] [FORECASTER] Starting predict_future for EGY [2025-10-09T00:04:47.527512] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:47.528279] [DEBUG] [LOCAL ] No optimal features file found for EGY: ./output/feature-sets/EGY.txt [2025-10-09T00:04:47.528357] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:47.528428] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:47.528496] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:47.528596] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:47.546063] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:47.546695] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:47.546803] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:47.546874] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:47.581884] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:47.582016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:47.582059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:47.582092] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:47.585366] [DEBUG] [FORECASTER] EGY: Forecast T+1@11:T+2@11: DOWN (p=8.51%) [2025-10-09T00:04:47.585675] [INFO ] [FORECASTER] Completed predict_future for EGY [2025-10-09T00:04:47.585847] [INFO ] [sig ] EGY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:47.727174] [INFO ] [LOCAL ] Saved forecast: EGY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EGY.txt [2025-10-09T00:04:47.727453] [WARN ] [sig ] [665/2211] Failed EGY after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T00:04:47.727531] [INFO ] [sig ] [666/2211] Forecasting EHAB... [2025-10-09T00:04:47.727602] [INFO ] [sig ] Generating forecast for: EHAB [2025-10-09T00:04:47.727695] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EHAB' from 'https://tdm.silogroup.org/data/derivative_storage/EHAB.csv'. [2025-10-09T00:04:47.738020] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EHAB'. [2025-10-09T00:04:47.738359] [INFO ] [FORECASTER] Starting predict_future for EHAB [2025-10-09T00:04:47.763729] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:47.764528] [DEBUG] [LOCAL ] No optimal features file found for EHAB: ./output/feature-sets/EHAB.txt [2025-10-09T00:04:47.764608] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:47.764703] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:47.764772] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:47.764889] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:47.782173] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:47.782801] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:47.782910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:47.782980] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:47.820968] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:47.821067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:47.821108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:47.821141] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:47.824288] [DEBUG] [FORECASTER] EHAB: Forecast T+1@11:T+2@11: DOWN (p=2.18%) [2025-10-09T00:04:47.824565] [INFO ] [FORECASTER] Completed predict_future for EHAB [2025-10-09T00:04:47.824742] [INFO ] [sig ] EHAB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:47.965884] [INFO ] [LOCAL ] Saved forecast: EHAB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EHAB.txt [2025-10-09T00:04:47.966147] [WARN ] [sig ] [666/2211] Failed EHAB after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.6m [2025-10-09T00:04:47.966228] [INFO ] [sig ] [667/2211] Forecasting EHC... [2025-10-09T00:04:47.966298] [INFO ] [sig ] Generating forecast for: EHC [2025-10-09T00:04:47.966371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EHC' from 'https://tdm.silogroup.org/data/derivative_storage/EHC.csv'. [2025-10-09T00:04:47.977017] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EHC'. [2025-10-09T00:04:47.977348] [INFO ] [FORECASTER] Starting predict_future for EHC [2025-10-09T00:04:48.002563] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:48.003323] [DEBUG] [LOCAL ] No optimal features file found for EHC: ./output/feature-sets/EHC.txt [2025-10-09T00:04:48.003404] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:48.003475] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:48.003543] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:48.003665] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:48.021057] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:48.021674] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:48.021782] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:48.021852] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:48.059154] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:48.059375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:48.059436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:48.059472] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:48.062723] [DEBUG] [FORECASTER] EHC: Forecast T+1@11:T+2@11: UP (p=99.25%) [2025-10-09T00:04:48.063012] [INFO ] [FORECASTER] Completed predict_future for EHC [2025-10-09T00:04:48.063150] [INFO ] [sig ] EHC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:48.202420] [INFO ] [LOCAL ] Saved forecast: EHC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EHC.txt [2025-10-09T00:04:48.202717] [WARN ] [sig ] [667/2211] Failed EHC after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.6m [2025-10-09T00:04:48.202798] [INFO ] [sig ] [668/2211] Forecasting EHI... [2025-10-09T00:04:48.202847] [INFO ] [sig ] Generating forecast for: EHI [2025-10-09T00:04:48.202886] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EHI' from 'https://tdm.silogroup.org/data/derivative_storage/EHI.csv'. [2025-10-09T00:04:48.213105] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EHI'. [2025-10-09T00:04:48.213436] [INFO ] [FORECASTER] Starting predict_future for EHI [2025-10-09T00:04:48.238577] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:48.239399] [DEBUG] [LOCAL ] No optimal features file found for EHI: ./output/feature-sets/EHI.txt [2025-10-09T00:04:48.239478] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:48.239564] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:48.239673] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:48.239789] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:48.257068] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:48.257701] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:48.257807] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:48.257891] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:48.293247] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:48.293356] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:48.293397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:48.293431] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:48.296638] [DEBUG] [FORECASTER] EHI: Forecast T+1@11:T+2@11: UP (p=80.79%) [2025-10-09T00:04:48.296945] [INFO ] [FORECASTER] Completed predict_future for EHI [2025-10-09T00:04:48.297093] [INFO ] [sig ] EHI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:48.451607] [INFO ] [LOCAL ] Saved forecast: EHI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EHI.txt [2025-10-09T00:04:48.451898] [WARN ] [sig ] [668/2211] Failed EHI after 0.2s | 4.56 sym/s | Total: 2.4m | ETA: 5.6m [2025-10-09T00:04:48.452004] [INFO ] [sig ] [669/2211] Forecasting EIC... [2025-10-09T00:04:48.452091] [INFO ] [sig ] Generating forecast for: EIC [2025-10-09T00:04:48.452180] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EIC' from 'https://tdm.silogroup.org/data/derivative_storage/EIC.csv'. [2025-10-09T00:04:48.463197] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EIC'. [2025-10-09T00:04:48.463704] [INFO ] [FORECASTER] Starting predict_future for EIC [2025-10-09T00:04:48.493845] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:48.494683] [DEBUG] [LOCAL ] No optimal features file found for EIC: ./output/feature-sets/EIC.txt [2025-10-09T00:04:48.494764] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:48.494835] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:48.494918] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:48.495067] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:48.516102] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:48.517006] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:48.517115] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:48.517185] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:48.554805] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:48.554917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:48.554964] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:48.554998] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:48.558618] [DEBUG] [FORECASTER] EIC: Forecast T+1@11:T+2@11: UP (p=90.80%) [2025-10-09T00:04:48.558988] [INFO ] [FORECASTER] Completed predict_future for EIC [2025-10-09T00:04:48.559158] [INFO ] [sig ] EIC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:48.743909] [INFO ] [LOCAL ] Saved forecast: EIC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EIC.txt [2025-10-09T00:04:48.744216] [WARN ] [sig ] [669/2211] Failed EIC after 0.3s | 4.56 sym/s | Total: 2.4m | ETA: 5.6m [2025-10-09T00:04:48.744340] [INFO ] [sig ] [670/2211] Forecasting EICC... [2025-10-09T00:04:48.744421] [INFO ] [sig ] Generating forecast for: EICC [2025-10-09T00:04:48.744496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EICC' from 'https://tdm.silogroup.org/data/derivative_storage/EICC.csv'. [2025-10-09T00:04:48.751025] [WARN ] [REMOTE ] Historical data not found for symbol 'EICC' (404). [2025-10-09T00:04:48.751290] [FATAL] [sig ] EICC: No historical data fetched. [2025-10-09T00:04:48.751389] [WARN ] [sig ] [670/2211] Failed EICC after 0.0s | 4.56 sym/s | Total: 2.4m | ETA: 5.6m [2025-10-09T00:04:48.751463] [INFO ] [sig ] [671/2211] Forecasting EIG... [2025-10-09T00:04:48.751532] [INFO ] [sig ] Generating forecast for: EIG [2025-10-09T00:04:48.751601] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EIG' from 'https://tdm.silogroup.org/data/derivative_storage/EIG.csv'. [2025-10-09T00:04:48.761428] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EIG'. [2025-10-09T00:04:48.761815] [INFO ] [FORECASTER] Starting predict_future for EIG [2025-10-09T00:04:48.787556] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:48.788362] [DEBUG] [LOCAL ] No optimal features file found for EIG: ./output/feature-sets/EIG.txt [2025-10-09T00:04:48.788440] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:48.788510] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:48.788578] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:48.788696] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:48.806337] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:48.806980] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:48.807091] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:48.807160] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:48.847590] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:48.847772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:48.847839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:48.847876] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:48.851237] [DEBUG] [FORECASTER] EIG: Forecast T+1@11:T+2@11: DOWN (p=11.88%) [2025-10-09T00:04:48.851529] [INFO ] [FORECASTER] Completed predict_future for EIG [2025-10-09T00:04:48.851703] [INFO ] [sig ] EIG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:48.990903] [INFO ] [LOCAL ] Saved forecast: EIG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EIG.txt [2025-10-09T00:04:48.991208] [WARN ] [sig ] [671/2211] Failed EIG after 0.2s | 4.56 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:48.991288] [INFO ] [sig ] [672/2211] Forecasting EIX... [2025-10-09T00:04:48.991356] [INFO ] [sig ] Generating forecast for: EIX [2025-10-09T00:04:48.991404] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EIX' from 'https://tdm.silogroup.org/data/derivative_storage/EIX.csv'. [2025-10-09T00:04:49.002778] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EIX'. [2025-10-09T00:04:49.003246] [INFO ] [FORECASTER] Starting predict_future for EIX [2025-10-09T00:04:49.033911] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:49.034942] [DEBUG] [LOCAL ] No optimal features file found for EIX: ./output/feature-sets/EIX.txt [2025-10-09T00:04:49.035029] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:49.035148] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:49.035242] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:49.035394] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:49.056209] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:49.057429] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:49.057564] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:49.057677] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:49.098263] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:49.098522] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:49.098588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:49.098685] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:49.103497] [DEBUG] [FORECASTER] EIX: Forecast T+1@11:T+2@11: DOWN (p=6.90%) [2025-10-09T00:04:49.103994] [INFO ] [FORECASTER] Completed predict_future for EIX [2025-10-09T00:04:49.104203] [INFO ] [sig ] EIX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:49.282233] [INFO ] [LOCAL ] Saved forecast: EIX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EIX.txt [2025-10-09T00:04:49.282572] [WARN ] [sig ] [672/2211] Failed EIX after 0.3s | 4.56 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:49.282702] [INFO ] [sig ] [673/2211] Forecasting EL... [2025-10-09T00:04:49.282789] [INFO ] [sig ] Generating forecast for: EL [2025-10-09T00:04:49.282881] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EL' from 'https://tdm.silogroup.org/data/derivative_storage/EL.csv'. [2025-10-09T00:04:49.293955] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EL'. [2025-10-09T00:04:49.294499] [INFO ] [FORECASTER] Starting predict_future for EL [2025-10-09T00:04:49.332299] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:49.334062] [DEBUG] [LOCAL ] No optimal features file found for EL: ./output/feature-sets/EL.txt [2025-10-09T00:04:49.334170] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:49.334246] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:49.334334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:49.334474] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:49.357711] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:49.358780] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:49.358906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:49.358994] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:49.405189] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:49.405471] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:49.405566] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:49.405682] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:49.410921] [DEBUG] [FORECASTER] EL: Forecast T+1@11:T+2@11: UP (p=55.76%) [2025-10-09T00:04:49.411367] [INFO ] [FORECASTER] Completed predict_future for EL [2025-10-09T00:04:49.411533] [INFO ] [sig ] EL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:49.634175] [INFO ] [LOCAL ] Saved forecast: EL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EL.txt [2025-10-09T00:04:49.634717] [WARN ] [sig ] [673/2211] Failed EL after 0.4s | 4.56 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:49.634848] [INFO ] [sig ] [674/2211] Forecasting ELAN... [2025-10-09T00:04:49.634938] [INFO ] [sig ] Generating forecast for: ELAN [2025-10-09T00:04:49.635005] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELAN' from 'https://tdm.silogroup.org/data/derivative_storage/ELAN.csv'. [2025-10-09T00:04:49.648911] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ELAN'. [2025-10-09T00:04:49.649593] [INFO ] [FORECASTER] Starting predict_future for ELAN [2025-10-09T00:04:49.687733] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:49.689513] [DEBUG] [LOCAL ] No optimal features file found for ELAN: ./output/feature-sets/ELAN.txt [2025-10-09T00:04:49.689684] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:49.689758] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:49.689811] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:49.689910] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:49.717755] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:49.719150] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:49.719384] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:49.719473] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:49.777137] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:49.777424] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:49.777517] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:49.777582] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:49.783473] [DEBUG] [FORECASTER] ELAN: Forecast T+1@11:T+2@11: DOWN (p=11.12%) [2025-10-09T00:04:49.784131] [INFO ] [FORECASTER] Completed predict_future for ELAN [2025-10-09T00:04:49.784367] [INFO ] [sig ] ELAN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:50.008163] [INFO ] [LOCAL ] Saved forecast: ELAN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ELAN.txt [2025-10-09T00:04:50.008578] [WARN ] [sig ] [674/2211] Failed ELAN after 0.4s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:50.008698] [INFO ] [sig ] [675/2211] Forecasting ELC... [2025-10-09T00:04:50.008773] [INFO ] [sig ] Generating forecast for: ELC [2025-10-09T00:04:50.008849] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELC' from 'https://tdm.silogroup.org/data/derivative_storage/ELC.csv'. [2025-10-09T00:04:50.020295] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ELC'. [2025-10-09T00:04:50.020952] [INFO ] [FORECASTER] Starting predict_future for ELC [2025-10-09T00:04:50.060364] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:50.061791] [DEBUG] [LOCAL ] No optimal features file found for ELC: ./output/feature-sets/ELC.txt [2025-10-09T00:04:50.061898] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:50.061989] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:50.062077] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:50.062216] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:50.091584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:50.092907] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:50.093071] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:50.093164] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:50.142494] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:50.142863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:50.142956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:50.143020] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:50.148715] [DEBUG] [FORECASTER] ELC: Forecast T+1@11:T+2@11: UP (p=80.56%) [2025-10-09T00:04:50.149215] [INFO ] [FORECASTER] Completed predict_future for ELC [2025-10-09T00:04:50.149476] [INFO ] [sig ] ELC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:50.322299] [INFO ] [LOCAL ] Saved forecast: ELC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ELC.txt [2025-10-09T00:04:50.322624] [WARN ] [sig ] [675/2211] Failed ELC after 0.3s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:50.322735] [INFO ] [sig ] [676/2211] Forecasting ELF... [2025-10-09T00:04:50.322820] [INFO ] [sig ] Generating forecast for: ELF [2025-10-09T00:04:50.322906] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELF' from 'https://tdm.silogroup.org/data/derivative_storage/ELF.csv'. [2025-10-09T00:04:50.333440] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ELF'. [2025-10-09T00:04:50.333932] [INFO ] [FORECASTER] Starting predict_future for ELF [2025-10-09T00:04:50.359903] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:50.360807] [DEBUG] [LOCAL ] No optimal features file found for ELF: ./output/feature-sets/ELF.txt [2025-10-09T00:04:50.360886] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:50.360970] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:50.361051] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:50.361161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:50.378591] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:50.379288] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:50.379401] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:50.379484] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:50.413022] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:50.413242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:50.413295] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:50.413333] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:50.417556] [DEBUG] [FORECASTER] ELF: Forecast T+1@11:T+2@11: UP (p=96.82%) [2025-10-09T00:04:50.417924] [INFO ] [FORECASTER] Completed predict_future for ELF [2025-10-09T00:04:50.418094] [INFO ] [sig ] ELF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:50.572697] [INFO ] [LOCAL ] Saved forecast: ELF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ELF.txt [2025-10-09T00:04:50.573122] [WARN ] [sig ] [676/2211] Failed ELF after 0.3s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:50.573203] [INFO ] [sig ] [677/2211] Forecasting ELME... [2025-10-09T00:04:50.573273] [INFO ] [sig ] Generating forecast for: ELME [2025-10-09T00:04:50.573349] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELME' from 'https://tdm.silogroup.org/data/derivative_storage/ELME.csv'. [2025-10-09T00:04:50.584544] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ELME'. [2025-10-09T00:04:50.584923] [INFO ] [FORECASTER] Starting predict_future for ELME [2025-10-09T00:04:50.610823] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:50.611587] [DEBUG] [LOCAL ] No optimal features file found for ELME: ./output/feature-sets/ELME.txt [2025-10-09T00:04:50.611687] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:50.611777] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:50.611857] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:50.611970] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:50.630452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:50.631077] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:50.631203] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:50.631277] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:50.658140] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:50.658259] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:50.658301] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:50.658358] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:50.661638] [DEBUG] [FORECASTER] ELME: Forecast T+1@11:T+2@11: UP (p=99.42%) [2025-10-09T00:04:50.661948] [INFO ] [FORECASTER] Completed predict_future for ELME [2025-10-09T00:04:50.662088] [INFO ] [sig ] ELME: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:50.804799] [INFO ] [LOCAL ] Saved forecast: ELME 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ELME.txt [2025-10-09T00:04:50.805025] [WARN ] [sig ] [677/2211] Failed ELME after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:50.805104] [INFO ] [sig ] [678/2211] Forecasting ELP... [2025-10-09T00:04:50.805175] [INFO ] [sig ] Generating forecast for: ELP [2025-10-09T00:04:50.805247] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELP' from 'https://tdm.silogroup.org/data/derivative_storage/ELP.csv'. [2025-10-09T00:04:50.815667] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ELP'. [2025-10-09T00:04:50.815993] [INFO ] [FORECASTER] Starting predict_future for ELP [2025-10-09T00:04:50.841805] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:50.842545] [DEBUG] [LOCAL ] No optimal features file found for ELP: ./output/feature-sets/ELP.txt [2025-10-09T00:04:50.842623] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:50.842738] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:50.842809] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:50.842927] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:50.860699] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:50.861296] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:50.861423] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:50.861517] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:50.893005] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:50.893109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:50.893150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:50.893184] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:50.896356] [DEBUG] [FORECASTER] ELP: Forecast T+1@11:T+2@11: UP (p=85.90%) [2025-10-09T00:04:50.896679] [INFO ] [FORECASTER] Completed predict_future for ELP [2025-10-09T00:04:50.896851] [INFO ] [sig ] ELP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:51.038082] [INFO ] [LOCAL ] Saved forecast: ELP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ELP.txt [2025-10-09T00:04:51.038308] [WARN ] [sig ] [678/2211] Failed ELP after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:51.038392] [INFO ] [sig ] [679/2211] Forecasting ELS... [2025-10-09T00:04:51.038458] [INFO ] [sig ] Generating forecast for: ELS [2025-10-09T00:04:51.038509] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELS' from 'https://tdm.silogroup.org/data/derivative_storage/ELS.csv'. [2025-10-09T00:04:51.048296] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ELS'. [2025-10-09T00:04:51.048631] [INFO ] [FORECASTER] Starting predict_future for ELS [2025-10-09T00:04:51.074372] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:51.075139] [DEBUG] [LOCAL ] No optimal features file found for ELS: ./output/feature-sets/ELS.txt [2025-10-09T00:04:51.075218] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:51.075289] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:51.075357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:51.075457] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:51.093042] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:51.093612] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:51.093747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:51.093817] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:51.125975] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:51.126071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:51.126111] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:51.126143] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:51.129213] [DEBUG] [FORECASTER] ELS: Forecast T+1@11:T+2@11: DOWN (p=12.19%) [2025-10-09T00:04:51.129513] [INFO ] [FORECASTER] Completed predict_future for ELS [2025-10-09T00:04:51.129676] [INFO ] [sig ] ELS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:51.270717] [INFO ] [LOCAL ] Saved forecast: ELS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ELS.txt [2025-10-09T00:04:51.270956] [WARN ] [sig ] [679/2211] Failed ELS after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:51.271034] [INFO ] [sig ] [680/2211] Forecasting ELV... [2025-10-09T00:04:51.271105] [INFO ] [sig ] Generating forecast for: ELV [2025-10-09T00:04:51.271176] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELV' from 'https://tdm.silogroup.org/data/derivative_storage/ELV.csv'. [2025-10-09T00:04:51.280535] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ELV'. [2025-10-09T00:04:51.281002] [INFO ] [FORECASTER] Starting predict_future for ELV [2025-10-09T00:04:51.306280] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:51.307101] [DEBUG] [LOCAL ] No optimal features file found for ELV: ./output/feature-sets/ELV.txt [2025-10-09T00:04:51.307179] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:51.307250] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:51.307319] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:51.307418] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:51.324981] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:51.325560] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:51.325684] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:51.325758] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:51.356958] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:51.357050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:51.357091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:51.357124] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:51.360245] [DEBUG] [FORECASTER] ELV: Forecast T+1@11:T+2@11: UP (p=89.64%) [2025-10-09T00:04:51.360520] [INFO ] [FORECASTER] Completed predict_future for ELV [2025-10-09T00:04:51.360675] [INFO ] [sig ] ELV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:51.501550] [INFO ] [LOCAL ] Saved forecast: ELV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ELV.txt [2025-10-09T00:04:51.501809] [WARN ] [sig ] [680/2211] Failed ELV after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:51.501889] [INFO ] [sig ] [681/2211] Forecasting EMD... [2025-10-09T00:04:51.501959] [INFO ] [sig ] Generating forecast for: EMD [2025-10-09T00:04:51.502031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMD' from 'https://tdm.silogroup.org/data/derivative_storage/EMD.csv'. [2025-10-09T00:04:51.511779] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EMD'. [2025-10-09T00:04:51.512088] [INFO ] [FORECASTER] Starting predict_future for EMD [2025-10-09T00:04:51.537813] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:51.538563] [DEBUG] [LOCAL ] No optimal features file found for EMD: ./output/feature-sets/EMD.txt [2025-10-09T00:04:51.538662] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:51.538735] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:51.538803] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:51.538900] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:51.556375] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:51.556998] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:51.557103] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:51.557173] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:51.587050] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:51.587148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:51.587188] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:51.587221] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:51.590397] [DEBUG] [FORECASTER] EMD: Forecast T+1@11:T+2@11: UP (p=63.17%) [2025-10-09T00:04:51.590701] [INFO ] [FORECASTER] Completed predict_future for EMD [2025-10-09T00:04:51.590870] [INFO ] [sig ] EMD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:51.732847] [INFO ] [LOCAL ] Saved forecast: EMD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EMD.txt [2025-10-09T00:04:51.733103] [WARN ] [sig ] [681/2211] Failed EMD after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:51.733180] [INFO ] [sig ] [682/2211] Forecasting EME... [2025-10-09T00:04:51.733250] [INFO ] [sig ] Generating forecast for: EME [2025-10-09T00:04:51.733324] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EME' from 'https://tdm.silogroup.org/data/derivative_storage/EME.csv'. [2025-10-09T00:04:51.742869] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EME'. [2025-10-09T00:04:51.743163] [INFO ] [FORECASTER] Starting predict_future for EME [2025-10-09T00:04:51.768462] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:51.769213] [DEBUG] [LOCAL ] No optimal features file found for EME: ./output/feature-sets/EME.txt [2025-10-09T00:04:51.769304] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:51.769373] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:51.769440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:51.769536] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:51.787120] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:51.787715] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:51.787820] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:51.787889] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:51.818467] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:51.818562] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:51.818602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:51.818635] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:51.822300] [DEBUG] [FORECASTER] EME: Forecast T+1@11:T+2@11: DOWN (p=32.63%) [2025-10-09T00:04:51.822576] [INFO ] [FORECASTER] Completed predict_future for EME [2025-10-09T00:04:51.822742] [INFO ] [sig ] EME: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:51.963115] [INFO ] [LOCAL ] Saved forecast: EME 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EME.txt [2025-10-09T00:04:51.963338] [WARN ] [sig ] [682/2211] Failed EME after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:51.963425] [INFO ] [sig ] [683/2211] Forecasting EMF... [2025-10-09T00:04:51.963495] [INFO ] [sig ] Generating forecast for: EMF [2025-10-09T00:04:51.963566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMF' from 'https://tdm.silogroup.org/data/derivative_storage/EMF.csv'. [2025-10-09T00:04:51.972798] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EMF'. [2025-10-09T00:04:51.973098] [INFO ] [FORECASTER] Starting predict_future for EMF [2025-10-09T00:04:51.998411] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:51.999202] [DEBUG] [LOCAL ] No optimal features file found for EMF: ./output/feature-sets/EMF.txt [2025-10-09T00:04:51.999294] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:51.999380] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:51.999463] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:51.999577] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:52.017195] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:52.017839] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:52.017945] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:52.018013] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:52.048130] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:52.048219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:52.048259] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:52.048291] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:52.051561] [DEBUG] [FORECASTER] EMF: Forecast T+1@11:T+2@11: DOWN (p=4.99%) [2025-10-09T00:04:52.051865] [INFO ] [FORECASTER] Completed predict_future for EMF [2025-10-09T00:04:52.052007] [INFO ] [sig ] EMF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:52.198937] [INFO ] [LOCAL ] Saved forecast: EMF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EMF.txt [2025-10-09T00:04:52.199187] [WARN ] [sig ] [683/2211] Failed EMF after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:52.199301] [INFO ] [sig ] [684/2211] Forecasting EMN... [2025-10-09T00:04:52.199375] [INFO ] [sig ] Generating forecast for: EMN [2025-10-09T00:04:52.199446] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMN' from 'https://tdm.silogroup.org/data/derivative_storage/EMN.csv'. [2025-10-09T00:04:52.209925] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EMN'. [2025-10-09T00:04:52.210232] [INFO ] [FORECASTER] Starting predict_future for EMN [2025-10-09T00:04:52.235920] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:52.236737] [DEBUG] [LOCAL ] No optimal features file found for EMN: ./output/feature-sets/EMN.txt [2025-10-09T00:04:52.236815] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:52.236886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:52.236962] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:52.237077] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:52.254392] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:52.255024] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:52.255133] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:52.255205] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:52.286038] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:52.286142] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:52.286184] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:52.286233] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:52.289521] [DEBUG] [FORECASTER] EMN: Forecast T+1@11:T+2@11: DOWN (p=26.78%) [2025-10-09T00:04:52.289875] [INFO ] [FORECASTER] Completed predict_future for EMN [2025-10-09T00:04:52.290022] [INFO ] [sig ] EMN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:52.431752] [INFO ] [LOCAL ] Saved forecast: EMN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EMN.txt [2025-10-09T00:04:52.432011] [WARN ] [sig ] [684/2211] Failed EMN after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:52.432090] [INFO ] [sig ] [685/2211] Forecasting EMO... [2025-10-09T00:04:52.432165] [INFO ] [sig ] Generating forecast for: EMO [2025-10-09T00:04:52.432244] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMO' from 'https://tdm.silogroup.org/data/derivative_storage/EMO.csv'. [2025-10-09T00:04:52.442697] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EMO'. [2025-10-09T00:04:52.443026] [INFO ] [FORECASTER] Starting predict_future for EMO [2025-10-09T00:04:52.468328] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:52.469099] [DEBUG] [LOCAL ] No optimal features file found for EMO: ./output/feature-sets/EMO.txt [2025-10-09T00:04:52.469178] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:52.469270] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:52.469342] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:52.469439] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:52.486745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:52.487315] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:52.487421] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:52.487490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:52.516282] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:52.516375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:52.516415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:52.516447] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:52.519844] [DEBUG] [FORECASTER] EMO: Forecast T+1@11:T+2@11: UP (p=80.16%) [2025-10-09T00:04:52.520121] [INFO ] [FORECASTER] Completed predict_future for EMO [2025-10-09T00:04:52.520255] [INFO ] [sig ] EMO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:52.660837] [INFO ] [LOCAL ] Saved forecast: EMO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EMO.txt [2025-10-09T00:04:52.661059] [WARN ] [sig ] [685/2211] Failed EMO after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:52.661137] [INFO ] [sig ] [686/2211] Forecasting EMP... [2025-10-09T00:04:52.661207] [INFO ] [sig ] Generating forecast for: EMP [2025-10-09T00:04:52.661278] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMP' from 'https://tdm.silogroup.org/data/derivative_storage/EMP.csv'. [2025-10-09T00:04:52.666734] [WARN ] [REMOTE ] Historical data not found for symbol 'EMP' (404). [2025-10-09T00:04:52.666923] [FATAL] [sig ] EMP: No historical data fetched. [2025-10-09T00:04:52.667015] [WARN ] [sig ] [686/2211] Failed EMP after 0.0s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:52.667090] [INFO ] [sig ] [687/2211] Forecasting EMR... [2025-10-09T00:04:52.667161] [INFO ] [sig ] Generating forecast for: EMR [2025-10-09T00:04:52.667228] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMR' from 'https://tdm.silogroup.org/data/derivative_storage/EMR.csv'. [2025-10-09T00:04:52.676539] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EMR'. [2025-10-09T00:04:52.676877] [INFO ] [FORECASTER] Starting predict_future for EMR [2025-10-09T00:04:52.702385] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:52.703181] [DEBUG] [LOCAL ] No optimal features file found for EMR: ./output/feature-sets/EMR.txt [2025-10-09T00:04:52.703259] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:52.703330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:52.703398] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:52.703496] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:52.722163] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:52.722802] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:52.722911] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:52.722982] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:52.753963] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:52.754067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:52.754109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:52.754143] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:52.757302] [DEBUG] [FORECASTER] EMR: Forecast T+1@11:T+2@11: UP (p=63.46%) [2025-10-09T00:04:52.757581] [INFO ] [FORECASTER] Completed predict_future for EMR [2025-10-09T00:04:52.757745] [INFO ] [sig ] EMR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:52.903313] [INFO ] [LOCAL ] Saved forecast: EMR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EMR.txt [2025-10-09T00:04:52.903964] [WARN ] [sig ] [687/2211] Failed EMR after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:52.904063] [INFO ] [sig ] [688/2211] Forecasting ENB... [2025-10-09T00:04:52.904146] [INFO ] [sig ] Generating forecast for: ENB [2025-10-09T00:04:52.904219] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENB' from 'https://tdm.silogroup.org/data/derivative_storage/ENB.csv'. [2025-10-09T00:04:52.915886] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENB'. [2025-10-09T00:04:52.916219] [INFO ] [FORECASTER] Starting predict_future for ENB [2025-10-09T00:04:52.942905] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:52.943676] [DEBUG] [LOCAL ] No optimal features file found for ENB: ./output/feature-sets/ENB.txt [2025-10-09T00:04:52.943754] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:52.943825] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:52.943892] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:52.943990] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:52.961942] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:52.962572] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:52.962709] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:52.962782] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:52.995382] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:52.995481] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:52.995521] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:52.995554] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:52.998881] [DEBUG] [FORECASTER] ENB: Forecast T+1@11:T+2@11: DOWN (p=31.49%) [2025-10-09T00:04:52.999156] [INFO ] [FORECASTER] Completed predict_future for ENB [2025-10-09T00:04:52.999327] [INFO ] [sig ] ENB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:53.143411] [INFO ] [LOCAL ] Saved forecast: ENB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ENB.txt [2025-10-09T00:04:53.143668] [WARN ] [sig ] [688/2211] Failed ENB after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:53.143756] [INFO ] [sig ] [689/2211] Forecasting ENFY... [2025-10-09T00:04:53.143827] [INFO ] [sig ] Generating forecast for: ENFY [2025-10-09T00:04:53.143898] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENFY' from 'https://tdm.silogroup.org/data/derivative_storage/ENFY.csv'. [2025-10-09T00:04:53.152974] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENFY'. [2025-10-09T00:04:53.153280] [INFO ] [FORECASTER] Starting predict_future for ENFY [2025-10-09T00:04:53.178611] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:53.179439] [DEBUG] [LOCAL ] No optimal features file found for ENFY: ./output/feature-sets/ENFY.txt [2025-10-09T00:04:53.179518] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:53.179588] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:53.179677] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:53.179778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:53.197234] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:53.197850] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:53.197956] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:53.198025] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:53.227576] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:53.227690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:53.227749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:53.227784] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:53.231015] [DEBUG] [FORECASTER] ENFY: Forecast T+1@11:T+2@11: DOWN (p=48.46%) [2025-10-09T00:04:53.231298] [INFO ] [FORECASTER] Completed predict_future for ENFY [2025-10-09T00:04:53.231434] [INFO ] [sig ] ENFY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:53.376596] [INFO ] [LOCAL ] Saved forecast: ENFY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ENFY.txt [2025-10-09T00:04:53.376877] [WARN ] [sig ] [689/2211] Failed ENFY after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:53.376956] [INFO ] [sig ] [690/2211] Forecasting ENIC... [2025-10-09T00:04:53.377026] [INFO ] [sig ] Generating forecast for: ENIC [2025-10-09T00:04:53.377098] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENIC' from 'https://tdm.silogroup.org/data/derivative_storage/ENIC.csv'. [2025-10-09T00:04:53.386759] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENIC'. [2025-10-09T00:04:53.387077] [INFO ] [FORECASTER] Starting predict_future for ENIC [2025-10-09T00:04:53.413509] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:53.414302] [DEBUG] [LOCAL ] No optimal features file found for ENIC: ./output/feature-sets/ENIC.txt [2025-10-09T00:04:53.414395] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:53.414499] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:53.414577] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:53.414700] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:53.434231] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:53.434882] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:53.434991] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:53.435060] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:53.465933] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:53.466031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:53.466071] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:53.466138] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:53.469356] [DEBUG] [FORECASTER] ENIC: Forecast T+1@11:T+2@11: DOWN (p=34.83%) [2025-10-09T00:04:53.469671] [INFO ] [FORECASTER] Completed predict_future for ENIC [2025-10-09T00:04:53.469829] [INFO ] [sig ] ENIC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:53.615036] [INFO ] [LOCAL ] Saved forecast: ENIC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ENIC.txt [2025-10-09T00:04:53.615272] [WARN ] [sig ] [690/2211] Failed ENIC after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:53.615353] [INFO ] [sig ] [691/2211] Forecasting ENO... [2025-10-09T00:04:53.615428] [INFO ] [sig ] Generating forecast for: ENO [2025-10-09T00:04:53.615501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENO' from 'https://tdm.silogroup.org/data/derivative_storage/ENO.csv'. [2025-10-09T00:04:53.624479] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENO'. [2025-10-09T00:04:53.624815] [INFO ] [FORECASTER] Starting predict_future for ENO [2025-10-09T00:04:53.651065] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:53.651890] [DEBUG] [LOCAL ] No optimal features file found for ENO: ./output/feature-sets/ENO.txt [2025-10-09T00:04:53.651971] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:53.652044] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:53.652114] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:53.652213] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:53.670932] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:53.671531] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:53.671686] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:53.671777] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:53.711474] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:53.711635] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:53.711752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:53.711814] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:53.715737] [DEBUG] [FORECASTER] ENO: Forecast T+1@11:T+2@11: DOWN (p=13.97%) [2025-10-09T00:04:53.716048] [INFO ] [FORECASTER] Completed predict_future for ENO [2025-10-09T00:04:53.716194] [INFO ] [sig ] ENO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:53.861332] [INFO ] [LOCAL ] Saved forecast: ENO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ENO.txt [2025-10-09T00:04:53.861712] [WARN ] [sig ] [691/2211] Failed ENO after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:53.861801] [INFO ] [sig ] [692/2211] Forecasting ENOV... [2025-10-09T00:04:53.861873] [INFO ] [sig ] Generating forecast for: ENOV [2025-10-09T00:04:53.861944] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENOV' from 'https://tdm.silogroup.org/data/derivative_storage/ENOV.csv'. [2025-10-09T00:04:53.871957] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENOV'. [2025-10-09T00:04:53.872271] [INFO ] [FORECASTER] Starting predict_future for ENOV [2025-10-09T00:04:53.901630] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:53.902541] [DEBUG] [LOCAL ] No optimal features file found for ENOV: ./output/feature-sets/ENOV.txt [2025-10-09T00:04:53.902626] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:53.902725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:53.902796] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:53.902897] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:53.921158] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:53.921852] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:53.921960] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:53.922032] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:53.952482] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:53.952633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:53.952728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:53.952771] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:53.956297] [DEBUG] [FORECASTER] ENOV: Forecast T+1@11:T+2@11: DOWN (p=23.37%) [2025-10-09T00:04:53.956593] [INFO ] [FORECASTER] Completed predict_future for ENOV [2025-10-09T00:04:53.956762] [INFO ] [sig ] ENOV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:54.105205] [INFO ] [LOCAL ] Saved forecast: ENOV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ENOV.txt [2025-10-09T00:04:54.105503] [WARN ] [sig ] [692/2211] Failed ENOV after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:54.105592] [INFO ] [sig ] [693/2211] Forecasting ENR... [2025-10-09T00:04:54.105689] [INFO ] [sig ] Generating forecast for: ENR [2025-10-09T00:04:54.105764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENR' from 'https://tdm.silogroup.org/data/derivative_storage/ENR.csv'. [2025-10-09T00:04:54.116539] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENR'. [2025-10-09T00:04:54.117031] [INFO ] [FORECASTER] Starting predict_future for ENR [2025-10-09T00:04:54.143717] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:54.144628] [DEBUG] [LOCAL ] No optimal features file found for ENR: ./output/feature-sets/ENR.txt [2025-10-09T00:04:54.144735] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:54.144809] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:54.144879] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:54.144981] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:54.163777] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:54.164840] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:54.164981] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:54.165061] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:54.198938] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:54.199211] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:54.199320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:54.199367] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:54.203335] [DEBUG] [FORECASTER] ENR: Forecast T+1@11:T+2@11: DOWN (p=2.11%) [2025-10-09T00:04:54.203699] [INFO ] [FORECASTER] Completed predict_future for ENR [2025-10-09T00:04:54.203901] [INFO ] [sig ] ENR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:54.350884] [INFO ] [LOCAL ] Saved forecast: ENR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ENR.txt [2025-10-09T00:04:54.351239] [WARN ] [sig ] [693/2211] Failed ENR after 0.2s | 4.55 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:54.351325] [INFO ] [sig ] [694/2211] Forecasting ENS... [2025-10-09T00:04:54.351396] [INFO ] [sig ] Generating forecast for: ENS [2025-10-09T00:04:54.351471] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENS' from 'https://tdm.silogroup.org/data/derivative_storage/ENS.csv'. [2025-10-09T00:04:54.361986] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENS'. [2025-10-09T00:04:54.362482] [INFO ] [FORECASTER] Starting predict_future for ENS [2025-10-09T00:04:54.390142] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:54.391086] [DEBUG] [LOCAL ] No optimal features file found for ENS: ./output/feature-sets/ENS.txt [2025-10-09T00:04:54.391170] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:54.391243] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:54.391313] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:54.391423] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:54.410166] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:54.411167] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:54.411287] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:54.411362] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:54.452599] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:54.452854] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:54.452916] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:54.452955] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:54.457218] [DEBUG] [FORECASTER] ENS: Forecast T+1@11:T+2@11: UP (p=96.89%) [2025-10-09T00:04:54.457552] [INFO ] [FORECASTER] Completed predict_future for ENS [2025-10-09T00:04:54.457753] [INFO ] [sig ] ENS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:54.603814] [INFO ] [LOCAL ] Saved forecast: ENS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ENS.txt [2025-10-09T00:04:54.604149] [WARN ] [sig ] [694/2211] Failed ENS after 0.3s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:54.604236] [INFO ] [sig ] [695/2211] Forecasting ENVA... [2025-10-09T00:04:54.604345] [INFO ] [sig ] Generating forecast for: ENVA [2025-10-09T00:04:54.604453] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENVA' from 'https://tdm.silogroup.org/data/derivative_storage/ENVA.csv'. [2025-10-09T00:04:54.614605] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ENVA'. [2025-10-09T00:04:54.615063] [INFO ] [FORECASTER] Starting predict_future for ENVA [2025-10-09T00:04:54.641711] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:54.642684] [DEBUG] [LOCAL ] No optimal features file found for ENVA: ./output/feature-sets/ENVA.txt [2025-10-09T00:04:54.642785] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:54.642878] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:54.642967] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:54.643100] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:54.660965] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:54.662018] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:54.662158] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:54.662247] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:54.702774] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:54.702911] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:54.702952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:54.702985] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:54.706257] [DEBUG] [FORECASTER] ENVA: Forecast T+1@11:T+2@11: UP (p=88.48%) [2025-10-09T00:04:54.706549] [INFO ] [FORECASTER] Completed predict_future for ENVA [2025-10-09T00:04:54.706719] [INFO ] [sig ] ENVA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:54.851319] [INFO ] [LOCAL ] Saved forecast: ENVA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ENVA.txt [2025-10-09T00:04:54.851589] [WARN ] [sig ] [695/2211] Failed ENVA after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T00:04:54.851705] [INFO ] [sig ] [696/2211] Forecasting EOD... [2025-10-09T00:04:54.851777] [INFO ] [sig ] Generating forecast for: EOD [2025-10-09T00:04:54.851874] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOD' from 'https://tdm.silogroup.org/data/derivative_storage/EOD.csv'. [2025-10-09T00:04:54.862549] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EOD'. [2025-10-09T00:04:54.862899] [INFO ] [FORECASTER] Starting predict_future for EOD [2025-10-09T00:04:54.888493] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:54.889301] [DEBUG] [LOCAL ] No optimal features file found for EOD: ./output/feature-sets/EOD.txt [2025-10-09T00:04:54.889510] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:54.889931] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:54.890100] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:54.890326] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:54.908861] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:54.909801] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:54.909927] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:54.909999] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:54.949665] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:54.949814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:54.949860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:54.949894] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:54.953304] [DEBUG] [FORECASTER] EOD: Forecast T+1@11:T+2@11: DOWN (p=15.12%) [2025-10-09T00:04:54.953638] [INFO ] [FORECASTER] Completed predict_future for EOD [2025-10-09T00:04:54.953831] [INFO ] [sig ] EOD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:55.107162] [INFO ] [LOCAL ] Saved forecast: EOD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EOD.txt [2025-10-09T00:04:55.107536] [WARN ] [sig ] [696/2211] Failed EOD after 0.3s | 4.54 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T00:04:55.107618] [INFO ] [sig ] [697/2211] Forecasting EOG... [2025-10-09T00:04:55.107725] [INFO ] [sig ] Generating forecast for: EOG [2025-10-09T00:04:55.107798] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOG' from 'https://tdm.silogroup.org/data/derivative_storage/EOG.csv'. [2025-10-09T00:04:55.118194] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EOG'. [2025-10-09T00:04:55.118629] [INFO ] [FORECASTER] Starting predict_future for EOG [2025-10-09T00:04:55.144543] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:55.145468] [DEBUG] [LOCAL ] No optimal features file found for EOG: ./output/feature-sets/EOG.txt [2025-10-09T00:04:55.145550] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:55.145622] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:55.145724] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:55.145866] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:55.166955] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:55.168128] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:55.168259] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:55.168345] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:55.211495] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:55.211725] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:55.211820] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:55.211886] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:55.216436] [DEBUG] [FORECASTER] EOG: Forecast T+1@11:T+2@11: DOWN (p=2.17%) [2025-10-09T00:04:55.216871] [INFO ] [FORECASTER] Completed predict_future for EOG [2025-10-09T00:04:55.217068] [INFO ] [sig ] EOG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:55.359762] [INFO ] [LOCAL ] Saved forecast: EOG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EOG.txt [2025-10-09T00:04:55.360024] [WARN ] [sig ] [697/2211] Failed EOG after 0.3s | 4.54 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T00:04:55.360128] [INFO ] [sig ] [698/2211] Forecasting EOI... [2025-10-09T00:04:55.360214] [INFO ] [sig ] Generating forecast for: EOI [2025-10-09T00:04:55.360300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOI' from 'https://tdm.silogroup.org/data/derivative_storage/EOI.csv'. [2025-10-09T00:04:55.372099] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EOI'. [2025-10-09T00:04:55.372490] [INFO ] [FORECASTER] Starting predict_future for EOI [2025-10-09T00:04:55.398326] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:55.399126] [DEBUG] [LOCAL ] No optimal features file found for EOI: ./output/feature-sets/EOI.txt [2025-10-09T00:04:55.399213] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:55.399304] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:55.399376] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:55.399479] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:55.417230] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:55.417861] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:55.417967] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:55.418036] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:55.454054] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:55.454159] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:55.454200] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:55.454233] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:55.457445] [DEBUG] [FORECASTER] EOI: Forecast T+1@11:T+2@11: UP (p=86.31%) [2025-10-09T00:04:55.457767] [INFO ] [FORECASTER] Completed predict_future for EOI [2025-10-09T00:04:55.457913] [INFO ] [sig ] EOI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:55.600720] [INFO ] [LOCAL ] Saved forecast: EOI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EOI.txt [2025-10-09T00:04:55.601003] [WARN ] [sig ] [698/2211] Failed EOI after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T00:04:55.601081] [INFO ] [sig ] [699/2211] Forecasting EOS... [2025-10-09T00:04:55.601151] [INFO ] [sig ] Generating forecast for: EOS [2025-10-09T00:04:55.601225] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOS' from 'https://tdm.silogroup.org/data/derivative_storage/EOS.csv'. [2025-10-09T00:04:55.611431] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EOS'. [2025-10-09T00:04:55.611810] [INFO ] [FORECASTER] Starting predict_future for EOS [2025-10-09T00:04:55.637389] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:55.638160] [DEBUG] [LOCAL ] No optimal features file found for EOS: ./output/feature-sets/EOS.txt [2025-10-09T00:04:55.638238] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:55.638309] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:55.638377] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:55.638476] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:55.656450] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:55.657099] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:55.657227] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:55.657297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:55.690098] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:55.690235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:55.690278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:55.690310] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:55.693807] [DEBUG] [FORECASTER] EOS: Forecast T+1@11:T+2@11: UP (p=55.04%) [2025-10-09T00:04:55.694099] [INFO ] [FORECASTER] Completed predict_future for EOS [2025-10-09T00:04:55.694236] [INFO ] [sig ] EOS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:55.836903] [INFO ] [LOCAL ] Saved forecast: EOS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EOS.txt [2025-10-09T00:04:55.837205] [WARN ] [sig ] [699/2211] Failed EOS after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T00:04:55.837283] [INFO ] [sig ] [700/2211] Forecasting EOT... [2025-10-09T00:04:55.837353] [INFO ] [sig ] Generating forecast for: EOT [2025-10-09T00:04:55.837424] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOT' from 'https://tdm.silogroup.org/data/derivative_storage/EOT.csv'. [2025-10-09T00:04:55.848360] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EOT'. [2025-10-09T00:04:55.848808] [INFO ] [FORECASTER] Starting predict_future for EOT [2025-10-09T00:04:55.875042] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:55.875931] [DEBUG] [LOCAL ] No optimal features file found for EOT: ./output/feature-sets/EOT.txt [2025-10-09T00:04:55.876012] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:55.876083] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:55.876165] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:55.876333] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:55.894496] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:55.895480] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:55.895597] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:55.895704] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:55.931260] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:55.931482] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:55.931534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:55.931568] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:55.935250] [DEBUG] [FORECASTER] EOT: Forecast T+1@11:T+2@11: DOWN (p=9.24%) [2025-10-09T00:04:55.935559] [INFO ] [FORECASTER] Completed predict_future for EOT [2025-10-09T00:04:55.935781] [INFO ] [sig ] EOT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:56.083531] [INFO ] [LOCAL ] Saved forecast: EOT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EOT.txt [2025-10-09T00:04:56.083923] [WARN ] [sig ] [700/2211] Failed EOT after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:56.084007] [INFO ] [sig ] [701/2211] Forecasting EPAC... [2025-10-09T00:04:56.084078] [INFO ] [sig ] Generating forecast for: EPAC [2025-10-09T00:04:56.084245] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPAC' from 'https://tdm.silogroup.org/data/derivative_storage/EPAC.csv'. [2025-10-09T00:04:56.096029] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EPAC'. [2025-10-09T00:04:56.096511] [INFO ] [FORECASTER] Starting predict_future for EPAC [2025-10-09T00:04:56.123527] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:56.124502] [DEBUG] [LOCAL ] No optimal features file found for EPAC: ./output/feature-sets/EPAC.txt [2025-10-09T00:04:56.124587] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:56.124696] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:56.124769] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:56.124879] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:56.144322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:56.145410] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:56.145543] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:56.145618] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:56.183135] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:56.183232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:56.183275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:56.183310] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:56.186599] [DEBUG] [FORECASTER] EPAC: Forecast T+1@11:T+2@11: UP (p=85.90%) [2025-10-09T00:04:56.186924] [INFO ] [FORECASTER] Completed predict_future for EPAC [2025-10-09T00:04:56.187081] [INFO ] [sig ] EPAC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:56.330848] [INFO ] [LOCAL ] Saved forecast: EPAC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EPAC.txt [2025-10-09T00:04:56.331110] [WARN ] [sig ] [701/2211] Failed EPAC after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:56.331191] [INFO ] [sig ] [702/2211] Forecasting EPAM... [2025-10-09T00:04:56.331264] [INFO ] [sig ] Generating forecast for: EPAM [2025-10-09T00:04:56.331338] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPAM' from 'https://tdm.silogroup.org/data/derivative_storage/EPAM.csv'. [2025-10-09T00:04:56.342885] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EPAM'. [2025-10-09T00:04:56.343293] [INFO ] [FORECASTER] Starting predict_future for EPAM [2025-10-09T00:04:56.368900] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:56.369704] [DEBUG] [LOCAL ] No optimal features file found for EPAM: ./output/feature-sets/EPAM.txt [2025-10-09T00:04:56.369784] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:56.369856] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:56.369924] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:56.370025] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:56.387801] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:56.388384] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:56.388492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:56.388562] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:56.421660] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:56.421783] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:56.421825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:56.421859] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:56.425231] [DEBUG] [FORECASTER] EPAM: Forecast T+1@11:T+2@11: DOWN (p=38.45%) [2025-10-09T00:04:56.425513] [INFO ] [FORECASTER] Completed predict_future for EPAM [2025-10-09T00:04:56.425676] [INFO ] [sig ] EPAM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:56.567521] [INFO ] [LOCAL ] Saved forecast: EPAM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EPAM.txt [2025-10-09T00:04:56.567808] [WARN ] [sig ] [702/2211] Failed EPAM after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:56.567889] [INFO ] [sig ] [703/2211] Forecasting EPC... [2025-10-09T00:04:56.567965] [INFO ] [sig ] Generating forecast for: EPC [2025-10-09T00:04:56.568036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPC' from 'https://tdm.silogroup.org/data/derivative_storage/EPC.csv'. [2025-10-09T00:04:56.578096] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EPC'. [2025-10-09T00:04:56.578419] [INFO ] [FORECASTER] Starting predict_future for EPC [2025-10-09T00:04:56.603724] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:56.604489] [DEBUG] [LOCAL ] No optimal features file found for EPC: ./output/feature-sets/EPC.txt [2025-10-09T00:04:56.604569] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:56.604668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:56.604745] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:56.604853] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:56.622274] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:56.622909] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:56.623018] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:56.623092] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:56.656064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:56.656166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:56.656207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:56.656239] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:56.659363] [DEBUG] [FORECASTER] EPC: Forecast T+1@11:T+2@11: UP (p=96.08%) [2025-10-09T00:04:56.659669] [INFO ] [FORECASTER] Completed predict_future for EPC [2025-10-09T00:04:56.659824] [INFO ] [sig ] EPC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:56.800073] [INFO ] [LOCAL ] Saved forecast: EPC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EPC.txt [2025-10-09T00:04:56.800352] [WARN ] [sig ] [703/2211] Failed EPC after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:56.800431] [INFO ] [sig ] [704/2211] Forecasting EPD... [2025-10-09T00:04:56.800506] [INFO ] [sig ] Generating forecast for: EPD [2025-10-09T00:04:56.800583] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPD' from 'https://tdm.silogroup.org/data/derivative_storage/EPD.csv'. [2025-10-09T00:04:56.810677] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EPD'. [2025-10-09T00:04:56.811014] [INFO ] [FORECASTER] Starting predict_future for EPD [2025-10-09T00:04:56.836348] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:56.837140] [DEBUG] [LOCAL ] No optimal features file found for EPD: ./output/feature-sets/EPD.txt [2025-10-09T00:04:56.837219] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:56.837297] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:56.837371] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:56.837483] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:56.854973] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:56.855562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:56.855690] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:56.855767] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:56.887532] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:56.887668] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:56.887735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:56.887773] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:56.891080] [DEBUG] [FORECASTER] EPD: Forecast T+1@11:T+2@11: DOWN (p=0.52%) [2025-10-09T00:04:56.891376] [INFO ] [FORECASTER] Completed predict_future for EPD [2025-10-09T00:04:56.891511] [INFO ] [sig ] EPD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:57.032096] [INFO ] [LOCAL ] Saved forecast: EPD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EPD.txt [2025-10-09T00:04:57.032361] [WARN ] [sig ] [704/2211] Failed EPD after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:57.032441] [INFO ] [sig ] [705/2211] Forecasting EPR... [2025-10-09T00:04:57.032511] [INFO ] [sig ] Generating forecast for: EPR [2025-10-09T00:04:57.032585] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPR' from 'https://tdm.silogroup.org/data/derivative_storage/EPR.csv'. [2025-10-09T00:04:57.042142] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EPR'. [2025-10-09T00:04:57.042461] [INFO ] [FORECASTER] Starting predict_future for EPR [2025-10-09T00:04:57.068549] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:57.069555] [DEBUG] [LOCAL ] No optimal features file found for EPR: ./output/feature-sets/EPR.txt [2025-10-09T00:04:57.069634] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:57.069727] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:57.069795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:57.069895] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:57.088031] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:57.088603] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:57.088732] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:57.088803] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:57.120811] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:57.120911] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:57.120952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:57.120985] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:57.124070] [DEBUG] [FORECASTER] EPR: Forecast T+1@11:T+2@11: DOWN (p=23.49%) [2025-10-09T00:04:57.124353] [INFO ] [FORECASTER] Completed predict_future for EPR [2025-10-09T00:04:57.124602] [INFO ] [sig ] EPR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:57.266452] [INFO ] [LOCAL ] Saved forecast: EPR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EPR.txt [2025-10-09T00:04:57.266709] [WARN ] [sig ] [705/2211] Failed EPR after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:57.266789] [INFO ] [sig ] [706/2211] Forecasting EPRT... [2025-10-09T00:04:57.266858] [INFO ] [sig ] Generating forecast for: EPRT [2025-10-09T00:04:57.266928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPRT' from 'https://tdm.silogroup.org/data/derivative_storage/EPRT.csv'. [2025-10-09T00:04:57.276738] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EPRT'. [2025-10-09T00:04:57.277065] [INFO ] [FORECASTER] Starting predict_future for EPRT [2025-10-09T00:04:57.302633] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:57.303436] [DEBUG] [LOCAL ] No optimal features file found for EPRT: ./output/feature-sets/EPRT.txt [2025-10-09T00:04:57.303515] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:57.303586] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:57.303676] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:57.303778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:57.321304] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:57.321960] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:57.322081] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:57.322150] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:57.355745] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:57.355845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:57.355887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:57.355920] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:57.359035] [DEBUG] [FORECASTER] EPRT: Forecast T+1@11:T+2@11: UP (p=87.48%) [2025-10-09T00:04:57.359373] [INFO ] [FORECASTER] Completed predict_future for EPRT [2025-10-09T00:04:57.359519] [INFO ] [sig ] EPRT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:57.508538] [INFO ] [LOCAL ] Saved forecast: EPRT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EPRT.txt [2025-10-09T00:04:57.508908] [WARN ] [sig ] [706/2211] Failed EPRT after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:57.508989] [INFO ] [sig ] [707/2211] Forecasting EQBK... [2025-10-09T00:04:57.509058] [INFO ] [sig ] Generating forecast for: EQBK [2025-10-09T00:04:57.509130] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQBK' from 'https://tdm.silogroup.org/data/derivative_storage/EQBK.csv'. [2025-10-09T00:04:57.519324] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EQBK'. [2025-10-09T00:04:57.519703] [INFO ] [FORECASTER] Starting predict_future for EQBK [2025-10-09T00:04:57.546038] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:57.546850] [DEBUG] [LOCAL ] No optimal features file found for EQBK: ./output/feature-sets/EQBK.txt [2025-10-09T00:04:57.546928] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:57.546999] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:57.547067] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:57.547166] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:57.564747] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:57.565348] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:57.565452] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:57.565521] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:57.591288] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:57.591399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:57.591441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:57.591480] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:57.594844] [DEBUG] [FORECASTER] EQBK: Forecast T+1@11:T+2@11: UP (p=65.56%) [2025-10-09T00:04:57.595124] [INFO ] [FORECASTER] Completed predict_future for EQBK [2025-10-09T00:04:57.595255] [INFO ] [sig ] EQBK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:57.737632] [INFO ] [LOCAL ] Saved forecast: EQBK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EQBK.txt [2025-10-09T00:04:57.737889] [WARN ] [sig ] [707/2211] Failed EQBK after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:57.737965] [INFO ] [sig ] [708/2211] Forecasting EQH... [2025-10-09T00:04:57.738036] [INFO ] [sig ] Generating forecast for: EQH [2025-10-09T00:04:57.738105] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQH' from 'https://tdm.silogroup.org/data/derivative_storage/EQH.csv'. [2025-10-09T00:04:57.748579] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EQH'. [2025-10-09T00:04:57.748956] [INFO ] [FORECASTER] Starting predict_future for EQH [2025-10-09T00:04:57.774840] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:57.775631] [DEBUG] [LOCAL ] No optimal features file found for EQH: ./output/feature-sets/EQH.txt [2025-10-09T00:04:57.775762] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:57.775855] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:57.775944] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:57.776074] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:57.793902] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:57.794508] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:57.794632] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:57.794742] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:57.826639] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:57.826776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:57.826821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:57.826858] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:57.830405] [DEBUG] [FORECASTER] EQH: Forecast T+1@11:T+2@11: UP (p=79.45%) [2025-10-09T00:04:57.830721] [INFO ] [FORECASTER] Completed predict_future for EQH [2025-10-09T00:04:57.830928] [INFO ] [sig ] EQH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:57.975078] [INFO ] [LOCAL ] Saved forecast: EQH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EQH.txt [2025-10-09T00:04:57.975313] [WARN ] [sig ] [708/2211] Failed EQH after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:57.975412] [INFO ] [sig ] [709/2211] Forecasting EQNR... [2025-10-09T00:04:57.975501] [INFO ] [sig ] Generating forecast for: EQNR [2025-10-09T00:04:57.975591] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQNR' from 'https://tdm.silogroup.org/data/derivative_storage/EQNR.csv'. [2025-10-09T00:04:57.985191] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EQNR'. [2025-10-09T00:04:57.985543] [INFO ] [FORECASTER] Starting predict_future for EQNR [2025-10-09T00:04:58.011939] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:58.012738] [DEBUG] [LOCAL ] No optimal features file found for EQNR: ./output/feature-sets/EQNR.txt [2025-10-09T00:04:58.012819] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:58.012892] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:58.012962] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:58.013062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:58.031435] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:58.032072] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:58.032181] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:58.032252] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:58.057990] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:58.058090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:58.058130] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:58.058162] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:58.061452] [DEBUG] [FORECASTER] EQNR: Forecast T+1@11:T+2@11: UP (p=97.79%) [2025-10-09T00:04:58.061780] [INFO ] [FORECASTER] Completed predict_future for EQNR [2025-10-09T00:04:58.061930] [INFO ] [sig ] EQNR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:58.207280] [INFO ] [LOCAL ] Saved forecast: EQNR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EQNR.txt [2025-10-09T00:04:58.207561] [WARN ] [sig ] [709/2211] Failed EQNR after 0.2s | 4.54 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:58.207660] [INFO ] [sig ] [710/2211] Forecasting EQR... [2025-10-09T00:04:58.207745] [INFO ] [sig ] Generating forecast for: EQR [2025-10-09T00:04:58.207818] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQR' from 'https://tdm.silogroup.org/data/derivative_storage/EQR.csv'. [2025-10-09T00:04:58.218186] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EQR'. [2025-10-09T00:04:58.218560] [INFO ] [FORECASTER] Starting predict_future for EQR [2025-10-09T00:04:58.244638] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:58.245478] [DEBUG] [LOCAL ] No optimal features file found for EQR: ./output/feature-sets/EQR.txt [2025-10-09T00:04:58.245561] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:58.245673] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:58.245763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:58.245901] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:58.264580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:58.265328] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:58.265448] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:58.265522] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:58.300923] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:58.301087] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:58.301132] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:58.301165] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:58.304722] [DEBUG] [FORECASTER] EQR: Forecast T+1@11:T+2@11: DOWN (p=36.89%) [2025-10-09T00:04:58.305030] [INFO ] [FORECASTER] Completed predict_future for EQR [2025-10-09T00:04:58.305167] [INFO ] [sig ] EQR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:58.447610] [INFO ] [LOCAL ] Saved forecast: EQR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EQR.txt [2025-10-09T00:04:58.447960] [WARN ] [sig ] [710/2211] Failed EQR after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:58.448044] [INFO ] [sig ] [711/2211] Forecasting EQT... [2025-10-09T00:04:58.448133] [INFO ] [sig ] Generating forecast for: EQT [2025-10-09T00:04:58.448223] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQT' from 'https://tdm.silogroup.org/data/derivative_storage/EQT.csv'. [2025-10-09T00:04:58.458548] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EQT'. [2025-10-09T00:04:58.458967] [INFO ] [FORECASTER] Starting predict_future for EQT [2025-10-09T00:04:58.485395] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:58.486287] [DEBUG] [LOCAL ] No optimal features file found for EQT: ./output/feature-sets/EQT.txt [2025-10-09T00:04:58.486370] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:58.486444] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:58.486533] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:58.486709] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:58.504835] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:58.505521] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:58.505687] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:58.505767] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:58.533865] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:58.534009] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:58.534055] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:58.534090] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:58.537510] [DEBUG] [FORECASTER] EQT: Forecast T+1@11:T+2@11: UP (p=83.77%) [2025-10-09T00:04:58.537864] [INFO ] [FORECASTER] Completed predict_future for EQT [2025-10-09T00:04:58.538015] [INFO ] [sig ] EQT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:58.685946] [INFO ] [LOCAL ] Saved forecast: EQT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EQT.txt [2025-10-09T00:04:58.686288] [WARN ] [sig ] [711/2211] Failed EQT after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:58.686411] [INFO ] [sig ] [712/2211] Forecasting EQV... [2025-10-09T00:04:58.686500] [INFO ] [sig ] Generating forecast for: EQV [2025-10-09T00:04:58.686624] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQV' from 'https://tdm.silogroup.org/data/derivative_storage/EQV.csv'. [2025-10-09T00:04:58.697284] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EQV'. [2025-10-09T00:04:58.697744] [INFO ] [FORECASTER] Starting predict_future for EQV [2025-10-09T00:04:58.725721] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:58.726594] [DEBUG] [LOCAL ] No optimal features file found for EQV: ./output/feature-sets/EQV.txt [2025-10-09T00:04:58.726701] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:58.726790] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:58.726875] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:58.727009] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:58.745052] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:58.745783] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:58.745968] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:58.746044] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:58.772036] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:58.772167] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:58.772210] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:58.772245] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:58.775710] [DEBUG] [FORECASTER] EQV: Forecast T+1@11:T+2@11: DOWN (p=2.00%) [2025-10-09T00:04:58.776053] [INFO ] [FORECASTER] Completed predict_future for EQV [2025-10-09T00:04:58.776203] [INFO ] [sig ] EQV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:58.918450] [INFO ] [LOCAL ] Saved forecast: EQV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EQV.txt [2025-10-09T00:04:58.918714] [WARN ] [sig ] [712/2211] Failed EQV after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:58.918794] [INFO ] [sig ] [713/2211] Forecasting ERJ... [2025-10-09T00:04:58.918867] [INFO ] [sig ] Generating forecast for: ERJ [2025-10-09T00:04:58.918977] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ERJ' from 'https://tdm.silogroup.org/data/derivative_storage/ERJ.csv'. [2025-10-09T00:04:58.930320] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ERJ'. [2025-10-09T00:04:58.930744] [INFO ] [FORECASTER] Starting predict_future for ERJ [2025-10-09T00:04:58.956972] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:58.957830] [DEBUG] [LOCAL ] No optimal features file found for ERJ: ./output/feature-sets/ERJ.txt [2025-10-09T00:04:58.957911] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:58.957984] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:58.958053] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:58.958155] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:58.976118] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:58.976850] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:58.976972] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:58.977041] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:59.017616] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:59.017815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:59.017867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:59.017902] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:59.021903] [DEBUG] [FORECASTER] ERJ: Forecast T+1@11:T+2@11: DOWN (p=45.89%) [2025-10-09T00:04:59.022210] [INFO ] [FORECASTER] Completed predict_future for ERJ [2025-10-09T00:04:59.022352] [INFO ] [sig ] ERJ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:59.168151] [INFO ] [LOCAL ] Saved forecast: ERJ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ERJ.txt [2025-10-09T00:04:59.168401] [WARN ] [sig ] [713/2211] Failed ERJ after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:59.168478] [INFO ] [sig ] [714/2211] Forecasting ERO... [2025-10-09T00:04:59.168529] [INFO ] [sig ] Generating forecast for: ERO [2025-10-09T00:04:59.168594] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ERO' from 'https://tdm.silogroup.org/data/derivative_storage/ERO.csv'. [2025-10-09T00:04:59.180087] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ERO'. [2025-10-09T00:04:59.180611] [INFO ] [FORECASTER] Starting predict_future for ERO [2025-10-09T00:04:59.207003] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:59.207856] [DEBUG] [LOCAL ] No optimal features file found for ERO: ./output/feature-sets/ERO.txt [2025-10-09T00:04:59.207934] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:59.208005] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:59.208074] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:59.208173] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:59.228431] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:59.229445] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:59.229565] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:59.229640] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:59.267118] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:59.267363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:59.267416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:59.267450] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:59.271419] [DEBUG] [FORECASTER] ERO: Forecast T+1@11:T+2@11: UP (p=95.71%) [2025-10-09T00:04:59.271867] [INFO ] [FORECASTER] Completed predict_future for ERO [2025-10-09T00:04:59.272043] [INFO ] [sig ] ERO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:59.417175] [INFO ] [LOCAL ] Saved forecast: ERO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ERO.txt [2025-10-09T00:04:59.417468] [WARN ] [sig ] [714/2211] Failed ERO after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:59.417548] [INFO ] [sig ] [715/2211] Forecasting ES... [2025-10-09T00:04:59.417603] [INFO ] [sig ] Generating forecast for: ES [2025-10-09T00:04:59.417695] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ES' from 'https://tdm.silogroup.org/data/derivative_storage/ES.csv'. [2025-10-09T00:04:59.428135] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ES'. [2025-10-09T00:04:59.428577] [INFO ] [FORECASTER] Starting predict_future for ES [2025-10-09T00:04:59.454858] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:59.455740] [DEBUG] [LOCAL ] No optimal features file found for ES: ./output/feature-sets/ES.txt [2025-10-09T00:04:59.455836] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:59.455908] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:59.455977] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:59.456087] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:59.474043] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:59.474786] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:59.474901] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:59.474983] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:59.513942] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:59.514147] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:59.514196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:59.514230] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:59.518111] [DEBUG] [FORECASTER] ES: Forecast T+1@11:T+2@11: DOWN (p=48.32%) [2025-10-09T00:04:59.518431] [INFO ] [FORECASTER] Completed predict_future for ES [2025-10-09T00:04:59.518607] [INFO ] [sig ] ES: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:04:59.672967] [INFO ] [LOCAL ] Saved forecast: ES 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ES.txt [2025-10-09T00:04:59.673390] [WARN ] [sig ] [715/2211] Failed ES after 0.3s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:59.673505] [INFO ] [sig ] [716/2211] Forecasting ESAB... [2025-10-09T00:04:59.673586] [INFO ] [sig ] Generating forecast for: ESAB [2025-10-09T00:04:59.673720] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESAB' from 'https://tdm.silogroup.org/data/derivative_storage/ESAB.csv'. [2025-10-09T00:04:59.687215] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ESAB'. [2025-10-09T00:04:59.687637] [INFO ] [FORECASTER] Starting predict_future for ESAB [2025-10-09T00:04:59.715777] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:59.716635] [DEBUG] [LOCAL ] No optimal features file found for ESAB: ./output/feature-sets/ESAB.txt [2025-10-09T00:04:59.716739] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:59.716814] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:59.716896] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:59.717059] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:59.735508] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:59.736373] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:59.736496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:59.736569] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:04:59.774311] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:04:59.774526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:04:59.774580] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:04:59.774615] [INFO ] [FORECASTER] Training complete [2025-10-09T00:04:59.778272] [DEBUG] [FORECASTER] ESAB: Forecast T+1@11:T+2@11: UP (p=73.93%) [2025-10-09T00:04:59.778624] [INFO ] [FORECASTER] Completed predict_future for ESAB [2025-10-09T00:04:59.778823] [INFO ] [sig ] ESAB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:04:59.925257] [INFO ] [LOCAL ] Saved forecast: ESAB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ESAB.txt [2025-10-09T00:04:59.925581] [WARN ] [sig ] [716/2211] Failed ESAB after 0.3s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:04:59.925684] [INFO ] [sig ] [717/2211] Forecasting ESE... [2025-10-09T00:04:59.925756] [INFO ] [sig ] Generating forecast for: ESE [2025-10-09T00:04:59.925834] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESE' from 'https://tdm.silogroup.org/data/derivative_storage/ESE.csv'. [2025-10-09T00:04:59.936221] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ESE'. [2025-10-09T00:04:59.936557] [INFO ] [FORECASTER] Starting predict_future for ESE [2025-10-09T00:04:59.962125] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:04:59.962986] [DEBUG] [LOCAL ] No optimal features file found for ESE: ./output/feature-sets/ESE.txt [2025-10-09T00:04:59.963064] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:04:59.963136] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:04:59.963205] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:04:59.963305] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:04:59.980622] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:04:59.981283] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:04:59.981399] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:04:59.981468] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:00.017671] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:00.017900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:00.017952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:00.017989] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:00.021865] [DEBUG] [FORECASTER] ESE: Forecast T+1@11:T+2@11: DOWN (p=4.35%) [2025-10-09T00:05:00.022176] [INFO ] [FORECASTER] Completed predict_future for ESE [2025-10-09T00:05:00.022330] [INFO ] [sig ] ESE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:00.164907] [INFO ] [LOCAL ] Saved forecast: ESE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ESE.txt [2025-10-09T00:05:00.165219] [WARN ] [sig ] [717/2211] Failed ESE after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:05:00.165298] [INFO ] [sig ] [718/2211] Forecasting ESI... [2025-10-09T00:05:00.165369] [INFO ] [sig ] Generating forecast for: ESI [2025-10-09T00:05:00.165416] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESI' from 'https://tdm.silogroup.org/data/derivative_storage/ESI.csv'. [2025-10-09T00:05:00.176167] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ESI'. [2025-10-09T00:05:00.176563] [INFO ] [FORECASTER] Starting predict_future for ESI [2025-10-09T00:05:00.202116] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:00.202910] [DEBUG] [LOCAL ] No optimal features file found for ESI: ./output/feature-sets/ESI.txt [2025-10-09T00:05:00.202989] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:00.203060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:00.203129] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:00.203226] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:00.220820] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:00.221401] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:00.221509] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:00.221576] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:00.259449] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:00.259611] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:00.259686] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:00.259744] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:00.263064] [DEBUG] [FORECASTER] ESI: Forecast T+1@11:T+2@11: UP (p=73.79%) [2025-10-09T00:05:00.263359] [INFO ] [FORECASTER] Completed predict_future for ESI [2025-10-09T00:05:00.263515] [INFO ] [sig ] ESI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:00.402971] [INFO ] [LOCAL ] Saved forecast: ESI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ESI.txt [2025-10-09T00:05:00.403276] [WARN ] [sig ] [718/2211] Failed ESI after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:05:00.403355] [INFO ] [sig ] [719/2211] Forecasting ESNT... [2025-10-09T00:05:00.403424] [INFO ] [sig ] Generating forecast for: ESNT [2025-10-09T00:05:00.403496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESNT' from 'https://tdm.silogroup.org/data/derivative_storage/ESNT.csv'. [2025-10-09T00:05:00.413994] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ESNT'. [2025-10-09T00:05:00.414372] [INFO ] [FORECASTER] Starting predict_future for ESNT [2025-10-09T00:05:00.439761] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:00.440549] [DEBUG] [LOCAL ] No optimal features file found for ESNT: ./output/feature-sets/ESNT.txt [2025-10-09T00:05:00.440633] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:00.440753] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:00.440823] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:00.440921] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:00.458358] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:00.458992] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:00.459099] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:00.459168] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:00.494522] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:00.494687] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:00.494752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:00.494788] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:00.498200] [DEBUG] [FORECASTER] ESNT: Forecast T+1@11:T+2@11: DOWN (p=21.18%) [2025-10-09T00:05:00.498488] [INFO ] [FORECASTER] Completed predict_future for ESNT [2025-10-09T00:05:00.498633] [INFO ] [sig ] ESNT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:00.639463] [INFO ] [LOCAL ] Saved forecast: ESNT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ESNT.txt [2025-10-09T00:05:00.639761] [WARN ] [sig ] [719/2211] Failed ESNT after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:05:00.639842] [INFO ] [sig ] [720/2211] Forecasting ESRT... [2025-10-09T00:05:00.639911] [INFO ] [sig ] Generating forecast for: ESRT [2025-10-09T00:05:00.639982] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESRT' from 'https://tdm.silogroup.org/data/derivative_storage/ESRT.csv'. [2025-10-09T00:05:00.650202] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ESRT'. [2025-10-09T00:05:00.650567] [INFO ] [FORECASTER] Starting predict_future for ESRT [2025-10-09T00:05:00.680114] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:00.680952] [DEBUG] [LOCAL ] No optimal features file found for ESRT: ./output/feature-sets/ESRT.txt [2025-10-09T00:05:00.681031] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:00.681102] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:00.681171] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:00.681270] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:00.698758] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:00.699392] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:00.699498] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:00.699584] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:00.734729] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:00.734830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:00.734872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:00.734905] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:00.738136] [DEBUG] [FORECASTER] ESRT: Forecast T+1@11:T+2@11: DOWN (p=15.15%) [2025-10-09T00:05:00.738413] [INFO ] [FORECASTER] Completed predict_future for ESRT [2025-10-09T00:05:00.738548] [INFO ] [sig ] ESRT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:00.879719] [INFO ] [LOCAL ] Saved forecast: ESRT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ESRT.txt [2025-10-09T00:05:00.879965] [WARN ] [sig ] [720/2211] Failed ESRT after 0.2s | 4.53 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T00:05:00.880041] [INFO ] [sig ] [721/2211] Forecasting ESS... [2025-10-09T00:05:00.880116] [INFO ] [sig ] Generating forecast for: ESS [2025-10-09T00:05:00.880191] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESS' from 'https://tdm.silogroup.org/data/derivative_storage/ESS.csv'. [2025-10-09T00:05:00.892198] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ESS'. [2025-10-09T00:05:00.892622] [INFO ] [FORECASTER] Starting predict_future for ESS [2025-10-09T00:05:00.918182] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:00.918975] [DEBUG] [LOCAL ] No optimal features file found for ESS: ./output/feature-sets/ESS.txt [2025-10-09T00:05:00.919053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:00.919123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:00.919192] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:00.919312] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:00.936908] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:00.937510] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:00.937623] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:00.937717] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:00.976819] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:00.976950] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:00.976995] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:00.977029] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:00.980437] [DEBUG] [FORECASTER] ESS: Forecast T+1@11:T+2@11: DOWN (p=21.19%) [2025-10-09T00:05:00.980779] [INFO ] [FORECASTER] Completed predict_future for ESS [2025-10-09T00:05:00.980938] [INFO ] [sig ] ESS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:01.122104] [INFO ] [LOCAL ] Saved forecast: ESS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ESS.txt [2025-10-09T00:05:01.122397] [WARN ] [sig ] [721/2211] Failed ESS after 0.2s | 4.53 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:01.122476] [INFO ] [sig ] [722/2211] Forecasting ESTC... [2025-10-09T00:05:01.122546] [INFO ] [sig ] Generating forecast for: ESTC [2025-10-09T00:05:01.122618] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESTC' from 'https://tdm.silogroup.org/data/derivative_storage/ESTC.csv'. [2025-10-09T00:05:01.137149] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ESTC'. [2025-10-09T00:05:01.137840] [INFO ] [FORECASTER] Starting predict_future for ESTC [2025-10-09T00:05:01.178242] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:01.180129] [DEBUG] [LOCAL ] No optimal features file found for ESTC: ./output/feature-sets/ESTC.txt [2025-10-09T00:05:01.180365] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:01.180460] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:01.180544] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:01.180706] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:01.202684] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:01.203689] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:01.203811] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:01.203882] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:01.242529] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:01.242828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:01.242914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:01.242967] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:01.248873] [DEBUG] [FORECASTER] ESTC: Forecast T+1@11:T+2@11: UP (p=80.26%) [2025-10-09T00:05:01.249557] [INFO ] [FORECASTER] Completed predict_future for ESTC [2025-10-09T00:05:01.249835] [INFO ] [sig ] ESTC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:01.419872] [INFO ] [LOCAL ] Saved forecast: ESTC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ESTC.txt [2025-10-09T00:05:01.420201] [WARN ] [sig ] [722/2211] Failed ESTC after 0.3s | 4.53 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:01.420282] [INFO ] [sig ] [723/2211] Forecasting ET... [2025-10-09T00:05:01.420350] [INFO ] [sig ] Generating forecast for: ET [2025-10-09T00:05:01.420396] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ET' from 'https://tdm.silogroup.org/data/derivative_storage/ET.csv'. [2025-10-09T00:05:01.430789] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ET'. [2025-10-09T00:05:01.431197] [INFO ] [FORECASTER] Starting predict_future for ET [2025-10-09T00:05:01.457626] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:01.458456] [DEBUG] [LOCAL ] No optimal features file found for ET: ./output/feature-sets/ET.txt [2025-10-09T00:05:01.458535] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:01.458607] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:01.458696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:01.458796] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:01.477592] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:01.478351] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:01.478463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:01.478534] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:01.512344] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:01.512520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:01.512568] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:01.512601] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:01.516278] [DEBUG] [FORECASTER] ET: Forecast T+1@11:T+2@11: DOWN (p=27.65%) [2025-10-09T00:05:01.516629] [INFO ] [FORECASTER] Completed predict_future for ET [2025-10-09T00:05:01.516822] [INFO ] [sig ] ET: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:01.672176] [INFO ] [LOCAL ] Saved forecast: ET 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ET.txt [2025-10-09T00:05:01.672514] [WARN ] [sig ] [723/2211] Failed ET after 0.3s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:01.672611] [INFO ] [sig ] [724/2211] Forecasting ETB... [2025-10-09T00:05:01.672707] [INFO ] [sig ] Generating forecast for: ETB [2025-10-09T00:05:01.672779] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETB' from 'https://tdm.silogroup.org/data/derivative_storage/ETB.csv'. [2025-10-09T00:05:01.684764] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETB'. [2025-10-09T00:05:01.685155] [INFO ] [FORECASTER] Starting predict_future for ETB [2025-10-09T00:05:01.710891] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:01.711759] [DEBUG] [LOCAL ] No optimal features file found for ETB: ./output/feature-sets/ETB.txt [2025-10-09T00:05:01.711840] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:01.711911] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:01.711980] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:01.712079] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:01.730208] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:01.731005] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:01.731119] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:01.731189] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:01.767952] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:01.768170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:01.768220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:01.768256] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:01.772028] [DEBUG] [FORECASTER] ETB: Forecast T+1@11:T+2@11: DOWN (p=38.00%) [2025-10-09T00:05:01.772342] [INFO ] [FORECASTER] Completed predict_future for ETB [2025-10-09T00:05:01.772496] [INFO ] [sig ] ETB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:01.926258] [INFO ] [LOCAL ] Saved forecast: ETB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ETB.txt [2025-10-09T00:05:01.926507] [WARN ] [sig ] [724/2211] Failed ETB after 0.3s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:01.926586] [INFO ] [sig ] [725/2211] Forecasting ETD... [2025-10-09T00:05:01.926684] [INFO ] [sig ] Generating forecast for: ETD [2025-10-09T00:05:01.926757] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETD' from 'https://tdm.silogroup.org/data/derivative_storage/ETD.csv'. [2025-10-09T00:05:01.936829] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETD'. [2025-10-09T00:05:01.937178] [INFO ] [FORECASTER] Starting predict_future for ETD [2025-10-09T00:05:01.963146] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:01.964080] [DEBUG] [LOCAL ] No optimal features file found for ETD: ./output/feature-sets/ETD.txt [2025-10-09T00:05:01.964163] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:01.964236] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:01.964305] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:01.964405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:01.981777] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:01.982623] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:01.982764] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:01.982834] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:02.018885] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:02.019104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:02.019155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:02.019192] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:02.023014] [DEBUG] [FORECASTER] ETD: Forecast T+1@11:T+2@11: UP (p=65.48%) [2025-10-09T00:05:02.023320] [INFO ] [FORECASTER] Completed predict_future for ETD [2025-10-09T00:05:02.023491] [INFO ] [sig ] ETD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:02.195372] [INFO ] [LOCAL ] Saved forecast: ETD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ETD.txt [2025-10-09T00:05:02.195719] [WARN ] [sig ] [725/2211] Failed ETD after 0.3s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:02.195803] [INFO ] [sig ] [726/2211] Forecasting ETG... [2025-10-09T00:05:02.195875] [INFO ] [sig ] Generating forecast for: ETG [2025-10-09T00:05:02.195950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETG' from 'https://tdm.silogroup.org/data/derivative_storage/ETG.csv'. [2025-10-09T00:05:02.206590] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETG'. [2025-10-09T00:05:02.207067] [INFO ] [FORECASTER] Starting predict_future for ETG [2025-10-09T00:05:02.237041] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:02.238014] [DEBUG] [LOCAL ] No optimal features file found for ETG: ./output/feature-sets/ETG.txt [2025-10-09T00:05:02.238095] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:02.238167] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:02.238236] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:02.238336] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:02.257833] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:02.258817] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:02.258934] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:02.259005] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:02.297984] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:02.298201] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:02.298250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:02.298286] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:02.302255] [DEBUG] [FORECASTER] ETG: Forecast T+1@11:T+2@11: UP (p=60.81%) [2025-10-09T00:05:02.302569] [INFO ] [FORECASTER] Completed predict_future for ETG [2025-10-09T00:05:02.302757] [INFO ] [sig ] ETG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:02.458203] [INFO ] [LOCAL ] Saved forecast: ETG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ETG.txt [2025-10-09T00:05:02.458576] [WARN ] [sig ] [726/2211] Failed ETG after 0.3s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:02.458683] [INFO ] [sig ] [727/2211] Forecasting ETJ... [2025-10-09T00:05:02.458755] [INFO ] [sig ] Generating forecast for: ETJ [2025-10-09T00:05:02.458827] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETJ' from 'https://tdm.silogroup.org/data/derivative_storage/ETJ.csv'. [2025-10-09T00:05:02.472000] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETJ'. [2025-10-09T00:05:02.472534] [INFO ] [FORECASTER] Starting predict_future for ETJ [2025-10-09T00:05:02.507627] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:02.508494] [DEBUG] [LOCAL ] No optimal features file found for ETJ: ./output/feature-sets/ETJ.txt [2025-10-09T00:05:02.508576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:02.508671] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:02.508744] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:02.508846] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:02.527195] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:02.528225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:02.528348] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:02.528420] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:02.563205] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:02.563412] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:02.563462] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:02.563497] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:02.567254] [DEBUG] [FORECASTER] ETJ: Forecast T+1@11:T+2@11: DOWN (p=12.32%) [2025-10-09T00:05:02.567555] [INFO ] [FORECASTER] Completed predict_future for ETJ [2025-10-09T00:05:02.567733] [INFO ] [sig ] ETJ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:02.711915] [INFO ] [LOCAL ] Saved forecast: ETJ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ETJ.txt [2025-10-09T00:05:02.712189] [WARN ] [sig ] [727/2211] Failed ETJ after 0.3s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:02.712269] [INFO ] [sig ] [728/2211] Forecasting ETN... [2025-10-09T00:05:02.712340] [INFO ] [sig ] Generating forecast for: ETN [2025-10-09T00:05:02.712413] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETN' from 'https://tdm.silogroup.org/data/derivative_storage/ETN.csv'. [2025-10-09T00:05:02.722798] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETN'. [2025-10-09T00:05:02.723217] [INFO ] [FORECASTER] Starting predict_future for ETN [2025-10-09T00:05:02.748857] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:02.749949] [DEBUG] [LOCAL ] No optimal features file found for ETN: ./output/feature-sets/ETN.txt [2025-10-09T00:05:02.750060] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:02.750133] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:02.750201] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:02.750300] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:02.767943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:02.768806] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:02.768919] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:02.768989] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:02.798867] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:02.798962] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:02.799003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:02.799036] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:02.802190] [DEBUG] [FORECASTER] ETN: Forecast T+1@11:T+2@11: DOWN (p=7.97%) [2025-10-09T00:05:02.802482] [INFO ] [FORECASTER] Completed predict_future for ETN [2025-10-09T00:05:02.802624] [INFO ] [sig ] ETN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:02.947529] [INFO ] [LOCAL ] Saved forecast: ETN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ETN.txt [2025-10-09T00:05:02.947821] [WARN ] [sig ] [728/2211] Failed ETN after 0.2s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:02.947905] [INFO ] [sig ] [729/2211] Forecasting ETO... [2025-10-09T00:05:02.947974] [INFO ] [sig ] Generating forecast for: ETO [2025-10-09T00:05:02.948050] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETO' from 'https://tdm.silogroup.org/data/derivative_storage/ETO.csv'. [2025-10-09T00:05:02.958314] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETO'. [2025-10-09T00:05:02.958699] [INFO ] [FORECASTER] Starting predict_future for ETO [2025-10-09T00:05:02.985012] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:02.985823] [DEBUG] [LOCAL ] No optimal features file found for ETO: ./output/feature-sets/ETO.txt [2025-10-09T00:05:02.985905] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:02.985993] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:02.986066] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:02.986166] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:03.004712] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:03.005459] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:03.005573] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:03.005671] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:03.035512] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:03.035621] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:03.035699] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:03.035758] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:03.039031] [DEBUG] [FORECASTER] ETO: Forecast T+1@11:T+2@11: UP (p=98.57%) [2025-10-09T00:05:03.039381] [INFO ] [FORECASTER] Completed predict_future for ETO [2025-10-09T00:05:03.039529] [INFO ] [sig ] ETO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:03.185455] [INFO ] [LOCAL ] Saved forecast: ETO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ETO.txt [2025-10-09T00:05:03.185758] [WARN ] [sig ] [729/2211] Failed ETO after 0.2s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:03.185840] [INFO ] [sig ] [730/2211] Forecasting ETR... [2025-10-09T00:05:03.185913] [INFO ] [sig ] Generating forecast for: ETR [2025-10-09T00:05:03.185987] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETR' from 'https://tdm.silogroup.org/data/derivative_storage/ETR.csv'. [2025-10-09T00:05:03.196558] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETR'. [2025-10-09T00:05:03.197071] [INFO ] [FORECASTER] Starting predict_future for ETR [2025-10-09T00:05:03.228818] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:03.229976] [DEBUG] [LOCAL ] No optimal features file found for ETR: ./output/feature-sets/ETR.txt [2025-10-09T00:05:03.230068] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:03.230182] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:03.230280] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:03.230455] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:03.248717] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:03.249854] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:03.249999] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:03.250090] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:03.288324] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:03.288570] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:03.288627] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:03.288749] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:03.293422] [DEBUG] [FORECASTER] ETR: Forecast T+1@11:T+2@11: UP (p=91.15%) [2025-10-09T00:05:03.293940] [INFO ] [FORECASTER] Completed predict_future for ETR [2025-10-09T00:05:03.294136] [INFO ] [sig ] ETR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:03.440514] [INFO ] [LOCAL ] Saved forecast: ETR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ETR.txt [2025-10-09T00:05:03.440913] [WARN ] [sig ] [730/2211] Failed ETR after 0.3s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:03.441005] [INFO ] [sig ] [731/2211] Forecasting ETV... [2025-10-09T00:05:03.441100] [INFO ] [sig ] Generating forecast for: ETV [2025-10-09T00:05:03.441202] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETV' from 'https://tdm.silogroup.org/data/derivative_storage/ETV.csv'. [2025-10-09T00:05:03.453018] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETV'. [2025-10-09T00:05:03.453545] [INFO ] [FORECASTER] Starting predict_future for ETV [2025-10-09T00:05:03.479858] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:03.480832] [DEBUG] [LOCAL ] No optimal features file found for ETV: ./output/feature-sets/ETV.txt [2025-10-09T00:05:03.480933] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:03.481034] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:03.481132] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:03.481277] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:03.499508] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:03.500313] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:03.500446] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:03.500552] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:03.538963] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:03.539190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:03.539310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:03.539381] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:03.543139] [DEBUG] [FORECASTER] ETV: Forecast T+1@11:T+2@11: UP (p=70.40%) [2025-10-09T00:05:03.543445] [INFO ] [FORECASTER] Completed predict_future for ETV [2025-10-09T00:05:03.543591] [INFO ] [sig ] ETV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:03.686241] [INFO ] [LOCAL ] Saved forecast: ETV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ETV.txt [2025-10-09T00:05:03.686494] [WARN ] [sig ] [731/2211] Failed ETV after 0.2s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:03.686589] [INFO ] [sig ] [732/2211] Forecasting ETW... [2025-10-09T00:05:03.686691] [INFO ] [sig ] Generating forecast for: ETW [2025-10-09T00:05:03.686777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETW' from 'https://tdm.silogroup.org/data/derivative_storage/ETW.csv'. [2025-10-09T00:05:03.696829] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETW'. [2025-10-09T00:05:03.697146] [INFO ] [FORECASTER] Starting predict_future for ETW [2025-10-09T00:05:03.722419] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:03.723212] [DEBUG] [LOCAL ] No optimal features file found for ETW: ./output/feature-sets/ETW.txt [2025-10-09T00:05:03.723290] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:03.723374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:03.723455] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:03.723578] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:03.741187] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:03.741826] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:03.741930] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:03.742011] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:03.772800] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:03.772960] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:03.773006] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:03.773040] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:03.776522] [DEBUG] [FORECASTER] ETW: Forecast T+1@11:T+2@11: UP (p=76.43%) [2025-10-09T00:05:03.776859] [INFO ] [FORECASTER] Completed predict_future for ETW [2025-10-09T00:05:03.777012] [INFO ] [sig ] ETW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:03.928468] [INFO ] [LOCAL ] Saved forecast: ETW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ETW.txt [2025-10-09T00:05:03.928758] [WARN ] [sig ] [732/2211] Failed ETW after 0.2s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:03.928864] [INFO ] [sig ] [733/2211] Forecasting ETX... [2025-10-09T00:05:03.928938] [INFO ] [sig ] Generating forecast for: ETX [2025-10-09T00:05:03.929023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETX' from 'https://tdm.silogroup.org/data/derivative_storage/ETX.csv'. [2025-10-09T00:05:03.939692] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'ETX'. [2025-10-09T00:05:03.940131] [INFO ] [FORECASTER] Starting predict_future for ETX [2025-10-09T00:05:03.966338] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:03.967234] [DEBUG] [LOCAL ] No optimal features file found for ETX: ./output/feature-sets/ETX.txt [2025-10-09T00:05:03.967315] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:03.967388] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:03.967456] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:03.967556] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:03.985235] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:03.986020] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:03.986136] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:03.986206] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:04.030530] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:04.030817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:04.030900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:04.030960] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:04.035181] [DEBUG] [FORECASTER] ETX: Forecast T+1@11:T+2@11: DOWN (p=9.16%) [2025-10-09T00:05:04.035526] [INFO ] [FORECASTER] Completed predict_future for ETX [2025-10-09T00:05:04.035725] [INFO ] [sig ] ETX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:04.180398] [INFO ] [LOCAL ] Saved forecast: ETX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ETX.txt [2025-10-09T00:05:04.180738] [WARN ] [sig ] [733/2211] Failed ETX after 0.3s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:04.180820] [INFO ] [sig ] [734/2211] Forecasting ETY... [2025-10-09T00:05:04.180890] [INFO ] [sig ] Generating forecast for: ETY [2025-10-09T00:05:04.180978] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETY' from 'https://tdm.silogroup.org/data/derivative_storage/ETY.csv'. [2025-10-09T00:05:04.192619] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ETY'. [2025-10-09T00:05:04.193034] [INFO ] [FORECASTER] Starting predict_future for ETY [2025-10-09T00:05:04.219836] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:04.220589] [DEBUG] [LOCAL ] No optimal features file found for ETY: ./output/feature-sets/ETY.txt [2025-10-09T00:05:04.220693] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:04.220766] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:04.220836] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:04.220947] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:04.238592] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:04.239186] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:04.239308] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:04.239379] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:04.283862] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:04.283998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:04.284042] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:04.284075] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:04.287375] [DEBUG] [FORECASTER] ETY: Forecast T+1@11:T+2@11: DOWN (p=29.26%) [2025-10-09T00:05:04.287690] [INFO ] [FORECASTER] Completed predict_future for ETY [2025-10-09T00:05:04.287856] [INFO ] [sig ] ETY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:04.430043] [INFO ] [LOCAL ] Saved forecast: ETY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ETY.txt [2025-10-09T00:05:04.430293] [WARN ] [sig ] [734/2211] Failed ETY after 0.2s | 4.52 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T00:05:04.430355] [INFO ] [sig ] [735/2211] Forecasting EVC... [2025-10-09T00:05:04.430418] [INFO ] [sig ] Generating forecast for: EVC [2025-10-09T00:05:04.430469] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVC' from 'https://tdm.silogroup.org/data/derivative_storage/EVC.csv'. [2025-10-09T00:05:04.444161] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVC'. [2025-10-09T00:05:04.444796] [INFO ] [FORECASTER] Starting predict_future for EVC [2025-10-09T00:05:04.483205] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:04.484152] [DEBUG] [LOCAL ] No optimal features file found for EVC: ./output/feature-sets/EVC.txt [2025-10-09T00:05:04.484240] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:04.484314] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:04.484382] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:04.484481] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:04.502312] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:04.503354] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:04.503483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:04.503555] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:04.549481] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:04.549639] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:04.549733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:04.549777] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:04.553026] [DEBUG] [FORECASTER] EVC: Forecast T+1@11:T+2@11: UP (p=76.41%) [2025-10-09T00:05:04.553320] [INFO ] [FORECASTER] Completed predict_future for EVC [2025-10-09T00:05:04.553469] [INFO ] [sig ] EVC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:04.693077] [INFO ] [LOCAL ] Saved forecast: EVC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVC.txt [2025-10-09T00:05:04.693339] [WARN ] [sig ] [735/2211] Failed EVC after 0.3s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:04.693420] [INFO ] [sig ] [736/2211] Forecasting EVEX... [2025-10-09T00:05:04.693490] [INFO ] [sig ] Generating forecast for: EVEX [2025-10-09T00:05:04.693585] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVEX' from 'https://tdm.silogroup.org/data/derivative_storage/EVEX.csv'. [2025-10-09T00:05:04.703968] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVEX'. [2025-10-09T00:05:04.704282] [INFO ] [FORECASTER] Starting predict_future for EVEX [2025-10-09T00:05:04.729489] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:04.730259] [DEBUG] [LOCAL ] No optimal features file found for EVEX: ./output/feature-sets/EVEX.txt [2025-10-09T00:05:04.730340] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:04.730427] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:04.730496] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:04.730596] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:04.747904] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:04.748478] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:04.748585] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:04.748678] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:04.788402] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:04.788490] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:04.788530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:04.788563] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:04.791769] [DEBUG] [FORECASTER] EVEX: Forecast T+1@11:T+2@11: DOWN (p=0.44%) [2025-10-09T00:05:04.792047] [INFO ] [FORECASTER] Completed predict_future for EVEX [2025-10-09T00:05:04.792199] [INFO ] [sig ] EVEX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:04.932317] [INFO ] [LOCAL ] Saved forecast: EVEX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EVEX.txt [2025-10-09T00:05:04.932577] [WARN ] [sig ] [736/2211] Failed EVEX after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:04.932682] [INFO ] [sig ] [737/2211] Forecasting EVF... [2025-10-09T00:05:04.932757] [INFO ] [sig ] Generating forecast for: EVF [2025-10-09T00:05:04.932834] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVF' from 'https://tdm.silogroup.org/data/derivative_storage/EVF.csv'. [2025-10-09T00:05:04.944422] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVF'. [2025-10-09T00:05:04.944773] [INFO ] [FORECASTER] Starting predict_future for EVF [2025-10-09T00:05:04.969961] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:04.970736] [DEBUG] [LOCAL ] No optimal features file found for EVF: ./output/feature-sets/EVF.txt [2025-10-09T00:05:04.970816] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:04.970886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:04.970954] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:04.971053] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:04.988321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:04.988992] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:04.989099] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:04.989168] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:05.021863] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:05.021965] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:05.022005] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:05.022038] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:05.025183] [DEBUG] [FORECASTER] EVF: Forecast T+1@11:T+2@11: UP (p=97.64%) [2025-10-09T00:05:05.025458] [INFO ] [FORECASTER] Completed predict_future for EVF [2025-10-09T00:05:05.025600] [INFO ] [sig ] EVF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:05.170520] [INFO ] [LOCAL ] Saved forecast: EVF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVF.txt [2025-10-09T00:05:05.170908] [WARN ] [sig ] [737/2211] Failed EVF after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:05.170990] [INFO ] [sig ] [738/2211] Forecasting EVG... [2025-10-09T00:05:05.171060] [INFO ] [sig ] Generating forecast for: EVG [2025-10-09T00:05:05.171155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVG' from 'https://tdm.silogroup.org/data/derivative_storage/EVG.csv'. [2025-10-09T00:05:05.182787] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVG'. [2025-10-09T00:05:05.183180] [INFO ] [FORECASTER] Starting predict_future for EVG [2025-10-09T00:05:05.209024] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:05.209855] [DEBUG] [LOCAL ] No optimal features file found for EVG: ./output/feature-sets/EVG.txt [2025-10-09T00:05:05.209936] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:05.210012] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:05.210095] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:05.210211] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:05.227820] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:05.228444] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:05.228554] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:05.228659] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:05.268027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:05.268213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:05.268266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:05.268303] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:05.271962] [DEBUG] [FORECASTER] EVG: Forecast T+1@11:T+2@11: UP (p=52.69%) [2025-10-09T00:05:05.272264] [INFO ] [FORECASTER] Completed predict_future for EVG [2025-10-09T00:05:05.272422] [INFO ] [sig ] EVG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:05.413880] [INFO ] [LOCAL ] Saved forecast: EVG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVG.txt [2025-10-09T00:05:05.414218] [WARN ] [sig ] [738/2211] Failed EVG after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:05.414329] [INFO ] [sig ] [739/2211] Forecasting EVH... [2025-10-09T00:05:05.414416] [INFO ] [sig ] Generating forecast for: EVH [2025-10-09T00:05:05.414496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVH' from 'https://tdm.silogroup.org/data/derivative_storage/EVH.csv'. [2025-10-09T00:05:05.426210] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVH'. [2025-10-09T00:05:05.426680] [INFO ] [FORECASTER] Starting predict_future for EVH [2025-10-09T00:05:05.452484] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:05.453412] [DEBUG] [LOCAL ] No optimal features file found for EVH: ./output/feature-sets/EVH.txt [2025-10-09T00:05:05.453501] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:05.453573] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:05.453697] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:05.453811] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:05.471817] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:05.472716] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:05.472836] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:05.472918] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:05.514308] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:05.514537] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:05.514587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:05.514620] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:05.518400] [DEBUG] [FORECASTER] EVH: Forecast T+1@11:T+2@11: UP (p=62.43%) [2025-10-09T00:05:05.518805] [INFO ] [FORECASTER] Completed predict_future for EVH [2025-10-09T00:05:05.518991] [INFO ] [sig ] EVH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:05.662332] [INFO ] [LOCAL ] Saved forecast: EVH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVH.txt [2025-10-09T00:05:05.662697] [WARN ] [sig ] [739/2211] Failed EVH after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:05.662782] [INFO ] [sig ] [740/2211] Forecasting EVN... [2025-10-09T00:05:05.662853] [INFO ] [sig ] Generating forecast for: EVN [2025-10-09T00:05:05.662940] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVN' from 'https://tdm.silogroup.org/data/derivative_storage/EVN.csv'. [2025-10-09T00:05:05.674918] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVN'. [2025-10-09T00:05:05.675392] [INFO ] [FORECASTER] Starting predict_future for EVN [2025-10-09T00:05:05.701088] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:05.701996] [DEBUG] [LOCAL ] No optimal features file found for EVN: ./output/feature-sets/EVN.txt [2025-10-09T00:05:05.702078] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:05.702152] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:05.702224] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:05.702326] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:05.719921] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:05.720722] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:05.720837] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:05.720910] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:05.764961] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:05.765199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:05.765250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:05.765286] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:05.769030] [DEBUG] [FORECASTER] EVN: Forecast T+1@11:T+2@11: DOWN (p=3.63%) [2025-10-09T00:05:05.769394] [INFO ] [FORECASTER] Completed predict_future for EVN [2025-10-09T00:05:05.769563] [INFO ] [sig ] EVN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:05.912298] [INFO ] [LOCAL ] Saved forecast: EVN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EVN.txt [2025-10-09T00:05:05.912603] [WARN ] [sig ] [740/2211] Failed EVN after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:05.912714] [INFO ] [sig ] [741/2211] Forecasting EVR... [2025-10-09T00:05:05.912785] [INFO ] [sig ] Generating forecast for: EVR [2025-10-09T00:05:05.912859] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVR' from 'https://tdm.silogroup.org/data/derivative_storage/EVR.csv'. [2025-10-09T00:05:05.923481] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVR'. [2025-10-09T00:05:05.923838] [INFO ] [FORECASTER] Starting predict_future for EVR [2025-10-09T00:05:05.953507] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:05.954437] [DEBUG] [LOCAL ] No optimal features file found for EVR: ./output/feature-sets/EVR.txt [2025-10-09T00:05:05.954519] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:05.954605] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:05.954708] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:05.954824] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:05.972216] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:05.973073] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:05.973199] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:05.973288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:06.019977] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:06.020190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:06.020257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:06.020293] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:06.024040] [DEBUG] [FORECASTER] EVR: Forecast T+1@11:T+2@11: UP (p=99.92%) [2025-10-09T00:05:06.024357] [INFO ] [FORECASTER] Completed predict_future for EVR [2025-10-09T00:05:06.024541] [INFO ] [sig ] EVR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:06.165723] [INFO ] [LOCAL ] Saved forecast: EVR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVR.txt [2025-10-09T00:05:06.165986] [WARN ] [sig ] [741/2211] Failed EVR after 0.3s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:06.166092] [INFO ] [sig ] [742/2211] Forecasting EVT... [2025-10-09T00:05:06.166175] [INFO ] [sig ] Generating forecast for: EVT [2025-10-09T00:05:06.166249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVT' from 'https://tdm.silogroup.org/data/derivative_storage/EVT.csv'. [2025-10-09T00:05:06.178759] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVT'. [2025-10-09T00:05:06.179215] [INFO ] [FORECASTER] Starting predict_future for EVT [2025-10-09T00:05:06.205909] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:06.206812] [DEBUG] [LOCAL ] No optimal features file found for EVT: ./output/feature-sets/EVT.txt [2025-10-09T00:05:06.206894] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:06.206969] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:06.207041] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:06.207143] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:06.226213] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:06.226922] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:06.227037] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:06.227111] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:06.267862] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:06.268078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:06.268144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:06.268181] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:06.274050] [DEBUG] [FORECASTER] EVT: Forecast T+1@11:T+2@11: UP (p=84.30%) [2025-10-09T00:05:06.274573] [INFO ] [FORECASTER] Completed predict_future for EVT [2025-10-09T00:05:06.274839] [INFO ] [sig ] EVT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:06.426680] [INFO ] [LOCAL ] Saved forecast: EVT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVT.txt [2025-10-09T00:05:06.427005] [WARN ] [sig ] [742/2211] Failed EVT after 0.3s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:06.427086] [INFO ] [sig ] [743/2211] Forecasting EVTC... [2025-10-09T00:05:06.427157] [INFO ] [sig ] Generating forecast for: EVTC [2025-10-09T00:05:06.427230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVTC' from 'https://tdm.silogroup.org/data/derivative_storage/EVTC.csv'. [2025-10-09T00:05:06.438046] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVTC'. [2025-10-09T00:05:06.438441] [INFO ] [FORECASTER] Starting predict_future for EVTC [2025-10-09T00:05:06.465210] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:06.466135] [DEBUG] [LOCAL ] No optimal features file found for EVTC: ./output/feature-sets/EVTC.txt [2025-10-09T00:05:06.466215] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:06.466290] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:06.466377] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:06.466481] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:06.484296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:06.485019] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:06.485133] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:06.485204] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:06.524207] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:06.524393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:06.524452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:06.524527] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:06.528130] [DEBUG] [FORECASTER] EVTC: Forecast T+1@11:T+2@11: DOWN (p=25.93%) [2025-10-09T00:05:06.528449] [INFO ] [FORECASTER] Completed predict_future for EVTC [2025-10-09T00:05:06.528605] [INFO ] [sig ] EVTC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:06.681695] [INFO ] [LOCAL ] Saved forecast: EVTC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/EVTC.txt [2025-10-09T00:05:06.682014] [WARN ] [sig ] [743/2211] Failed EVTC after 0.3s | 4.51 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T00:05:06.682096] [INFO ] [sig ] [744/2211] Forecasting EVTL... [2025-10-09T00:05:06.682167] [INFO ] [sig ] Generating forecast for: EVTL [2025-10-09T00:05:06.682241] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVTL' from 'https://tdm.silogroup.org/data/derivative_storage/EVTL.csv'. [2025-10-09T00:05:06.693717] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EVTL'. [2025-10-09T00:05:06.694217] [INFO ] [FORECASTER] Starting predict_future for EVTL [2025-10-09T00:05:06.721224] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:06.722180] [DEBUG] [LOCAL ] No optimal features file found for EVTL: ./output/feature-sets/EVTL.txt [2025-10-09T00:05:06.722270] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:06.722345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:06.722415] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:06.722517] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:06.741302] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:06.742235] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:06.742355] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:06.742426] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:06.783313] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:06.783536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:06.783587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:06.783622] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:06.788082] [DEBUG] [FORECASTER] EVTL: Forecast T+1@11:T+2@11: UP (p=91.08%) [2025-10-09T00:05:06.788699] [INFO ] [FORECASTER] Completed predict_future for EVTL [2025-10-09T00:05:06.788919] [INFO ] [sig ] EVTL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:06.946466] [INFO ] [LOCAL ] Saved forecast: EVTL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVTL.txt [2025-10-09T00:05:06.946828] [WARN ] [sig ] [744/2211] Failed EVTL after 0.3s | 4.51 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:06.946911] [INFO ] [sig ] [745/2211] Forecasting EVTR... [2025-10-09T00:05:06.946981] [INFO ] [sig ] Generating forecast for: EVTR [2025-10-09T00:05:06.947065] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVTR' from 'https://tdm.silogroup.org/data/derivative_storage/EVTR.csv'. [2025-10-09T00:05:06.958134] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'EVTR'. [2025-10-09T00:05:06.958535] [INFO ] [FORECASTER] Starting predict_future for EVTR [2025-10-09T00:05:06.984784] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:06.985598] [DEBUG] [LOCAL ] No optimal features file found for EVTR: ./output/feature-sets/EVTR.txt [2025-10-09T00:05:06.985701] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:06.985774] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:06.985843] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:06.985943] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:07.003444] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:07.004293] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:07.004417] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:07.004490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:07.041952] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:07.042172] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:07.042223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:07.042258] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:07.045955] [DEBUG] [FORECASTER] EVTR: Forecast T+1@11:T+2@11: UP (p=53.19%) [2025-10-09T00:05:07.046263] [INFO ] [FORECASTER] Completed predict_future for EVTR [2025-10-09T00:05:07.046414] [INFO ] [sig ] EVTR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:07.187217] [INFO ] [LOCAL ] Saved forecast: EVTR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EVTR.txt [2025-10-09T00:05:07.187501] [WARN ] [sig ] [745/2211] Failed EVTR after 0.2s | 4.51 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:07.187582] [INFO ] [sig ] [746/2211] Forecasting EW... [2025-10-09T00:05:07.187678] [INFO ] [sig ] Generating forecast for: EW [2025-10-09T00:05:07.187752] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EW' from 'https://tdm.silogroup.org/data/derivative_storage/EW.csv'. [2025-10-09T00:05:07.198151] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EW'. [2025-10-09T00:05:07.198493] [INFO ] [FORECASTER] Starting predict_future for EW [2025-10-09T00:05:07.224006] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:07.224879] [DEBUG] [LOCAL ] No optimal features file found for EW: ./output/feature-sets/EW.txt [2025-10-09T00:05:07.224959] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:07.225031] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:07.225099] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:07.225199] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:07.243058] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:07.243685] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:07.243792] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:07.243861] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:07.299912] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:07.300117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:07.300175] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:07.300221] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:07.303797] [DEBUG] [FORECASTER] EW: Forecast T+1@11:T+2@11: UP (p=99.46%) [2025-10-09T00:05:07.304110] [INFO ] [FORECASTER] Completed predict_future for EW [2025-10-09T00:05:07.304275] [INFO ] [sig ] EW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:07.446586] [INFO ] [LOCAL ] Saved forecast: EW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EW.txt [2025-10-09T00:05:07.446916] [WARN ] [sig ] [746/2211] Failed EW after 0.3s | 4.51 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:07.447029] [INFO ] [sig ] [747/2211] Forecasting EXG... [2025-10-09T00:05:07.447100] [INFO ] [sig ] Generating forecast for: EXG [2025-10-09T00:05:07.447173] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXG' from 'https://tdm.silogroup.org/data/derivative_storage/EXG.csv'. [2025-10-09T00:05:07.459431] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EXG'. [2025-10-09T00:05:07.459979] [INFO ] [FORECASTER] Starting predict_future for EXG [2025-10-09T00:05:07.486878] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:07.487781] [DEBUG] [LOCAL ] No optimal features file found for EXG: ./output/feature-sets/EXG.txt [2025-10-09T00:05:07.487878] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:07.487971] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:07.488059] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:07.488188] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:07.507431] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:07.508186] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:07.508317] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:07.508408] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:07.551416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:07.551697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:07.551778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:07.551817] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:07.556376] [DEBUG] [FORECASTER] EXG: Forecast T+1@11:T+2@11: UP (p=62.62%) [2025-10-09T00:05:07.556782] [INFO ] [FORECASTER] Completed predict_future for EXG [2025-10-09T00:05:07.556963] [INFO ] [sig ] EXG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:07.715850] [INFO ] [LOCAL ] Saved forecast: EXG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EXG.txt [2025-10-09T00:05:07.716206] [WARN ] [sig ] [747/2211] Failed EXG after 0.3s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:07.716318] [INFO ] [sig ] [748/2211] Forecasting EXK... [2025-10-09T00:05:07.716418] [INFO ] [sig ] Generating forecast for: EXK [2025-10-09T00:05:07.716516] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXK' from 'https://tdm.silogroup.org/data/derivative_storage/EXK.csv'. [2025-10-09T00:05:07.728505] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EXK'. [2025-10-09T00:05:07.728908] [INFO ] [FORECASTER] Starting predict_future for EXK [2025-10-09T00:05:07.756834] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:07.757664] [DEBUG] [LOCAL ] No optimal features file found for EXK: ./output/feature-sets/EXK.txt [2025-10-09T00:05:07.757746] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:07.757833] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:07.757914] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:07.758036] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:07.776701] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:07.777400] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:07.777514] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:07.777601] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:07.808321] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:07.808543] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:07.808616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:07.808689] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:07.813002] [DEBUG] [FORECASTER] EXK: Forecast T+1@11:T+2@11: UP (p=93.85%) [2025-10-09T00:05:07.813367] [INFO ] [FORECASTER] Completed predict_future for EXK [2025-10-09T00:05:07.813535] [INFO ] [sig ] EXK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:07.962037] [INFO ] [LOCAL ] Saved forecast: EXK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EXK.txt [2025-10-09T00:05:07.962382] [WARN ] [sig ] [748/2211] Failed EXK after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:07.962465] [INFO ] [sig ] [749/2211] Forecasting EXP... [2025-10-09T00:05:07.962534] [INFO ] [sig ] Generating forecast for: EXP [2025-10-09T00:05:07.962586] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXP' from 'https://tdm.silogroup.org/data/derivative_storage/EXP.csv'. [2025-10-09T00:05:07.973295] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EXP'. [2025-10-09T00:05:07.973760] [INFO ] [FORECASTER] Starting predict_future for EXP [2025-10-09T00:05:08.000526] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:08.001515] [DEBUG] [LOCAL ] No optimal features file found for EXP: ./output/feature-sets/EXP.txt [2025-10-09T00:05:08.001610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:08.001711] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:08.001792] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:08.001913] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:08.020334] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:08.021203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:08.021342] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:08.021421] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:08.053636] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:08.053913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:08.053970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:08.054004] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:08.058067] [DEBUG] [FORECASTER] EXP: Forecast T+1@11:T+2@11: UP (p=70.99%) [2025-10-09T00:05:08.058431] [INFO ] [FORECASTER] Completed predict_future for EXP [2025-10-09T00:05:08.058590] [INFO ] [sig ] EXP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:08.205257] [INFO ] [LOCAL ] Saved forecast: EXP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EXP.txt [2025-10-09T00:05:08.205579] [WARN ] [sig ] [749/2211] Failed EXP after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:08.205703] [INFO ] [sig ] [750/2211] Forecasting EXPD... [2025-10-09T00:05:08.205788] [INFO ] [sig ] Generating forecast for: EXPD [2025-10-09T00:05:08.205873] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXPD' from 'https://tdm.silogroup.org/data/derivative_storage/EXPD.csv'. [2025-10-09T00:05:08.215865] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EXPD'. [2025-10-09T00:05:08.216453] [INFO ] [FORECASTER] Starting predict_future for EXPD [2025-10-09T00:05:08.242223] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:08.243163] [DEBUG] [LOCAL ] No optimal features file found for EXPD: ./output/feature-sets/EXPD.txt [2025-10-09T00:05:08.243243] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:08.243328] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:08.243410] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:08.243547] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:08.260858] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:08.261631] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:08.261770] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:08.261852] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:08.294722] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:08.294931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:08.294981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:08.295016] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:08.299100] [DEBUG] [FORECASTER] EXPD: Forecast T+1@11:T+2@11: UP (p=65.47%) [2025-10-09T00:05:08.299489] [INFO ] [FORECASTER] Completed predict_future for EXPD [2025-10-09T00:05:08.299681] [INFO ] [sig ] EXPD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:08.441135] [INFO ] [LOCAL ] Saved forecast: EXPD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EXPD.txt [2025-10-09T00:05:08.441403] [WARN ] [sig ] [750/2211] Failed EXPD after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:08.441484] [INFO ] [sig ] [751/2211] Forecasting EXR... [2025-10-09T00:05:08.441566] [INFO ] [sig ] Generating forecast for: EXR [2025-10-09T00:05:08.441670] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXR' from 'https://tdm.silogroup.org/data/derivative_storage/EXR.csv'. [2025-10-09T00:05:08.451704] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'EXR'. [2025-10-09T00:05:08.452025] [INFO ] [FORECASTER] Starting predict_future for EXR [2025-10-09T00:05:08.477180] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:08.477951] [DEBUG] [LOCAL ] No optimal features file found for EXR: ./output/feature-sets/EXR.txt [2025-10-09T00:05:08.478030] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:08.478101] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:08.478170] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:08.478269] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:08.499618] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:08.500528] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:08.500639] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:08.500735] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:08.532971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:08.533067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:08.533109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:08.533141] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:08.536265] [DEBUG] [FORECASTER] EXR: Forecast T+1@11:T+2@11: UP (p=56.78%) [2025-10-09T00:05:08.536539] [INFO ] [FORECASTER] Completed predict_future for EXR [2025-10-09T00:05:08.536705] [INFO ] [sig ] EXR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:08.678374] [INFO ] [LOCAL ] Saved forecast: EXR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/EXR.txt [2025-10-09T00:05:08.678724] [WARN ] [sig ] [751/2211] Failed EXR after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:08.678810] [INFO ] [sig ] [752/2211] Forecasting F... [2025-10-09T00:05:08.678892] [INFO ] [sig ] Generating forecast for: F [2025-10-09T00:05:08.678969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'F' from 'https://tdm.silogroup.org/data/derivative_storage/F.csv'. [2025-10-09T00:05:08.690454] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'F'. [2025-10-09T00:05:08.690914] [INFO ] [FORECASTER] Starting predict_future for F [2025-10-09T00:05:08.716899] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:08.717760] [DEBUG] [LOCAL ] No optimal features file found for F: ./output/feature-sets/F.txt [2025-10-09T00:05:08.717838] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:08.717910] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:08.717978] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:08.718078] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:08.735454] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:08.736124] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:08.736233] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:08.736303] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:08.766316] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:08.766508] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:08.766553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:08.766587] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:08.770228] [DEBUG] [FORECASTER] F: Forecast T+1@11:T+2@11: UP (p=83.24%) [2025-10-09T00:05:08.770537] [INFO ] [FORECASTER] Completed predict_future for F [2025-10-09T00:05:08.770711] [INFO ] [sig ] F: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:08.918346] [INFO ] [LOCAL ] Saved forecast: F 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/F.txt [2025-10-09T00:05:08.918674] [WARN ] [sig ] [752/2211] Failed F after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:08.918756] [INFO ] [sig ] [753/2211] Forecasting FAF... [2025-10-09T00:05:08.918827] [INFO ] [sig ] Generating forecast for: FAF [2025-10-09T00:05:08.918915] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FAF' from 'https://tdm.silogroup.org/data/derivative_storage/FAF.csv'. [2025-10-09T00:05:08.930117] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FAF'. [2025-10-09T00:05:08.930521] [INFO ] [FORECASTER] Starting predict_future for FAF [2025-10-09T00:05:08.956757] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:08.957626] [DEBUG] [LOCAL ] No optimal features file found for FAF: ./output/feature-sets/FAF.txt [2025-10-09T00:05:08.957728] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:08.957813] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:08.957894] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:08.958018] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:08.976265] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:08.977227] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:08.977347] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:08.977432] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:09.008089] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:09.008302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:09.008350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:09.008385] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:09.012090] [DEBUG] [FORECASTER] FAF: Forecast T+1@11:T+2@11: UP (p=97.66%) [2025-10-09T00:05:09.012432] [INFO ] [FORECASTER] Completed predict_future for FAF [2025-10-09T00:05:09.012582] [INFO ] [sig ] FAF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:09.156952] [INFO ] [LOCAL ] Saved forecast: FAF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FAF.txt [2025-10-09T00:05:09.157219] [WARN ] [sig ] [753/2211] Failed FAF after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:09.157305] [INFO ] [sig ] [754/2211] Forecasting FBIN... [2025-10-09T00:05:09.157376] [INFO ] [sig ] Generating forecast for: FBIN [2025-10-09T00:05:09.157448] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBIN' from 'https://tdm.silogroup.org/data/derivative_storage/FBIN.csv'. [2025-10-09T00:05:09.168363] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FBIN'. [2025-10-09T00:05:09.168856] [INFO ] [FORECASTER] Starting predict_future for FBIN [2025-10-09T00:05:09.196499] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:09.197341] [DEBUG] [LOCAL ] No optimal features file found for FBIN: ./output/feature-sets/FBIN.txt [2025-10-09T00:05:09.197425] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:09.197501] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:09.197587] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:09.197769] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:09.215919] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:09.216566] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:09.216701] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:09.216768] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:09.255799] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:09.255905] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:09.255947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:09.255980] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:09.259163] [DEBUG] [FORECASTER] FBIN: Forecast T+1@11:T+2@11: UP (p=87.29%) [2025-10-09T00:05:09.259479] [INFO ] [FORECASTER] Completed predict_future for FBIN [2025-10-09T00:05:09.259627] [INFO ] [sig ] FBIN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:09.416953] [INFO ] [LOCAL ] Saved forecast: FBIN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FBIN.txt [2025-10-09T00:05:09.417290] [WARN ] [sig ] [754/2211] Failed FBIN after 0.3s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:09.417373] [INFO ] [sig ] [755/2211] Forecasting FBK... [2025-10-09T00:05:09.417446] [INFO ] [sig ] Generating forecast for: FBK [2025-10-09T00:05:09.417520] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBK' from 'https://tdm.silogroup.org/data/derivative_storage/FBK.csv'. [2025-10-09T00:05:09.429352] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FBK'. [2025-10-09T00:05:09.429847] [INFO ] [FORECASTER] Starting predict_future for FBK [2025-10-09T00:05:09.457378] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:09.458313] [DEBUG] [LOCAL ] No optimal features file found for FBK: ./output/feature-sets/FBK.txt [2025-10-09T00:05:09.458398] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:09.458476] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:09.458548] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:09.458679] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:09.477229] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:09.478257] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:09.478382] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:09.478456] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:09.528540] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:09.528787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:09.528854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:09.528909] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:09.532789] [DEBUG] [FORECASTER] FBK: Forecast T+1@11:T+2@11: UP (p=98.59%) [2025-10-09T00:05:09.533106] [INFO ] [FORECASTER] Completed predict_future for FBK [2025-10-09T00:05:09.533271] [INFO ] [sig ] FBK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:09.791790] [INFO ] [LOCAL ] Saved forecast: FBK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FBK.txt [2025-10-09T00:05:09.792133] [WARN ] [sig ] [755/2211] Failed FBK after 0.4s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:09.792216] [INFO ] [sig ] [756/2211] Forecasting FBP... [2025-10-09T00:05:09.792298] [INFO ] [sig ] Generating forecast for: FBP [2025-10-09T00:05:09.792352] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBP' from 'https://tdm.silogroup.org/data/derivative_storage/FBP.csv'. [2025-10-09T00:05:09.805992] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FBP'. [2025-10-09T00:05:09.806788] [INFO ] [FORECASTER] Starting predict_future for FBP [2025-10-09T00:05:09.837679] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:09.838670] [DEBUG] [LOCAL ] No optimal features file found for FBP: ./output/feature-sets/FBP.txt [2025-10-09T00:05:09.838771] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:09.838872] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:09.838968] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:09.839061] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:09.860082] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:09.861189] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:09.861328] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:09.861418] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:09.912701] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:09.912893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:09.912942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:09.912979] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:09.916581] [DEBUG] [FORECASTER] FBP: Forecast T+1@11:T+2@11: UP (p=98.06%) [2025-10-09T00:05:09.916931] [INFO ] [FORECASTER] Completed predict_future for FBP [2025-10-09T00:05:09.917099] [INFO ] [sig ] FBP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:10.056918] [INFO ] [LOCAL ] Saved forecast: FBP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FBP.txt [2025-10-09T00:05:10.057202] [WARN ] [sig ] [756/2211] Failed FBP after 0.3s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:10.057283] [INFO ] [sig ] [757/2211] Forecasting FBRT... [2025-10-09T00:05:10.057355] [INFO ] [sig ] Generating forecast for: FBRT [2025-10-09T00:05:10.057430] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBRT' from 'https://tdm.silogroup.org/data/derivative_storage/FBRT.csv'. [2025-10-09T00:05:10.068353] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FBRT'. [2025-10-09T00:05:10.068710] [INFO ] [FORECASTER] Starting predict_future for FBRT [2025-10-09T00:05:10.095154] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:10.096037] [DEBUG] [LOCAL ] No optimal features file found for FBRT: ./output/feature-sets/FBRT.txt [2025-10-09T00:05:10.096118] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:10.096171] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:10.096238] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:10.096341] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:10.113967] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:10.114572] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:10.114710] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:10.114784] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:10.164858] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:10.165788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:10.165880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:10.165947] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:10.171071] [DEBUG] [FORECASTER] FBRT: Forecast T+1@11:T+2@11: UP (p=79.05%) [2025-10-09T00:05:10.171417] [INFO ] [FORECASTER] Completed predict_future for FBRT [2025-10-09T00:05:10.171620] [INFO ] [sig ] FBRT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:10.313545] [INFO ] [LOCAL ] Saved forecast: FBRT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FBRT.txt [2025-10-09T00:05:10.313836] [WARN ] [sig ] [757/2211] Failed FBRT after 0.3s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:10.313919] [INFO ] [sig ] [758/2211] Forecasting FC... [2025-10-09T00:05:10.313990] [INFO ] [sig ] Generating forecast for: FC [2025-10-09T00:05:10.314061] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FC' from 'https://tdm.silogroup.org/data/derivative_storage/FC.csv'. [2025-10-09T00:05:10.328573] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FC'. [2025-10-09T00:05:10.328960] [INFO ] [FORECASTER] Starting predict_future for FC [2025-10-09T00:05:10.354747] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:10.355487] [DEBUG] [LOCAL ] No optimal features file found for FC: ./output/feature-sets/FC.txt [2025-10-09T00:05:10.355575] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:10.355672] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:10.355744] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:10.355848] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:10.373304] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:10.373963] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:10.374073] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:10.374144] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:10.415267] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:10.415372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:10.415413] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:10.415446] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:10.418756] [DEBUG] [FORECASTER] FC: Forecast T+1@11:T+2@11: UP (p=99.08%) [2025-10-09T00:05:10.419034] [INFO ] [FORECASTER] Completed predict_future for FC [2025-10-09T00:05:10.419177] [INFO ] [sig ] FC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:10.558214] [INFO ] [LOCAL ] Saved forecast: FC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FC.txt [2025-10-09T00:05:10.558482] [WARN ] [sig ] [758/2211] Failed FC after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:10.558563] [INFO ] [sig ] [759/2211] Forecasting FCF... [2025-10-09T00:05:10.558613] [INFO ] [sig ] Generating forecast for: FCF [2025-10-09T00:05:10.558703] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCF' from 'https://tdm.silogroup.org/data/derivative_storage/FCF.csv'. [2025-10-09T00:05:10.569724] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FCF'. [2025-10-09T00:05:10.570032] [INFO ] [FORECASTER] Starting predict_future for FCF [2025-10-09T00:05:10.595120] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:10.595905] [DEBUG] [LOCAL ] No optimal features file found for FCF: ./output/feature-sets/FCF.txt [2025-10-09T00:05:10.595984] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:10.596057] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:10.596128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:10.596227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:10.613541] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:10.614146] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:10.614255] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:10.614327] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:10.656196] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:10.656371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:10.656417] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:10.656450] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:10.660012] [DEBUG] [FORECASTER] FCF: Forecast T+1@11:T+2@11: DOWN (p=32.88%) [2025-10-09T00:05:10.660307] [INFO ] [FORECASTER] Completed predict_future for FCF [2025-10-09T00:05:10.660460] [INFO ] [sig ] FCF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:10.800748] [INFO ] [LOCAL ] Saved forecast: FCF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FCF.txt [2025-10-09T00:05:10.801015] [WARN ] [sig ] [759/2211] Failed FCF after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:10.801095] [INFO ] [sig ] [760/2211] Forecasting FCN... [2025-10-09T00:05:10.801166] [INFO ] [sig ] Generating forecast for: FCN [2025-10-09T00:05:10.801240] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCN' from 'https://tdm.silogroup.org/data/derivative_storage/FCN.csv'. [2025-10-09T00:05:10.812166] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FCN'. [2025-10-09T00:05:10.812479] [INFO ] [FORECASTER] Starting predict_future for FCN [2025-10-09T00:05:10.837887] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:10.838636] [DEBUG] [LOCAL ] No optimal features file found for FCN: ./output/feature-sets/FCN.txt [2025-10-09T00:05:10.838742] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:10.838816] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:10.838890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:10.838990] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:10.856449] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:10.857086] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:10.857197] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:10.857271] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:10.898852] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:10.899083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:10.899135] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:10.899170] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:10.902963] [DEBUG] [FORECASTER] FCN: Forecast T+1@11:T+2@11: UP (p=77.02%) [2025-10-09T00:05:10.903275] [INFO ] [FORECASTER] Completed predict_future for FCN [2025-10-09T00:05:10.903422] [INFO ] [sig ] FCN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:11.045615] [INFO ] [LOCAL ] Saved forecast: FCN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FCN.txt [2025-10-09T00:05:11.045888] [WARN ] [sig ] [760/2211] Failed FCN after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:11.045977] [INFO ] [sig ] [761/2211] Forecasting FCPT... [2025-10-09T00:05:11.046048] [INFO ] [sig ] Generating forecast for: FCPT [2025-10-09T00:05:11.046105] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCPT' from 'https://tdm.silogroup.org/data/derivative_storage/FCPT.csv'. [2025-10-09T00:05:11.057577] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FCPT'. [2025-10-09T00:05:11.058002] [INFO ] [FORECASTER] Starting predict_future for FCPT [2025-10-09T00:05:11.083445] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:11.084216] [DEBUG] [LOCAL ] No optimal features file found for FCPT: ./output/feature-sets/FCPT.txt [2025-10-09T00:05:11.084297] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:11.084371] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:11.084441] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:11.084540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:11.101859] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:11.102438] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:11.102547] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:11.102619] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:11.144783] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:11.144999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:11.145049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:11.145083] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:11.148784] [DEBUG] [FORECASTER] FCPT: Forecast T+1@11:T+2@11: DOWN (p=41.51%) [2025-10-09T00:05:11.149086] [INFO ] [FORECASTER] Completed predict_future for FCPT [2025-10-09T00:05:11.149260] [INFO ] [sig ] FCPT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:11.289945] [INFO ] [LOCAL ] Saved forecast: FCPT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FCPT.txt [2025-10-09T00:05:11.290236] [WARN ] [sig ] [761/2211] Failed FCPT after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:11.290318] [INFO ] [sig ] [762/2211] Forecasting FCT... [2025-10-09T00:05:11.290391] [INFO ] [sig ] Generating forecast for: FCT [2025-10-09T00:05:11.290444] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCT' from 'https://tdm.silogroup.org/data/derivative_storage/FCT.csv'. [2025-10-09T00:05:11.301304] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FCT'. [2025-10-09T00:05:11.301737] [INFO ] [FORECASTER] Starting predict_future for FCT [2025-10-09T00:05:11.327120] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:11.327920] [DEBUG] [LOCAL ] No optimal features file found for FCT: ./output/feature-sets/FCT.txt [2025-10-09T00:05:11.327999] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:11.328075] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:11.328145] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:11.328247] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:11.345523] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:11.346201] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:11.346314] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:11.346388] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:11.389274] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:11.389486] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:11.389535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:11.389569] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:11.393393] [DEBUG] [FORECASTER] FCT: Forecast T+1@11:T+2@11: UP (p=74.06%) [2025-10-09T00:05:11.393827] [INFO ] [FORECASTER] Completed predict_future for FCT [2025-10-09T00:05:11.394015] [INFO ] [sig ] FCT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:11.536365] [INFO ] [LOCAL ] Saved forecast: FCT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FCT.txt [2025-10-09T00:05:11.536719] [WARN ] [sig ] [762/2211] Failed FCT after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:11.536803] [INFO ] [sig ] [763/2211] Forecasting FCX... [2025-10-09T00:05:11.536878] [INFO ] [sig ] Generating forecast for: FCX [2025-10-09T00:05:11.536951] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCX' from 'https://tdm.silogroup.org/data/derivative_storage/FCX.csv'. [2025-10-09T00:05:11.548229] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FCX'. [2025-10-09T00:05:11.548755] [INFO ] [FORECASTER] Starting predict_future for FCX [2025-10-09T00:05:11.574906] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:11.575910] [DEBUG] [LOCAL ] No optimal features file found for FCX: ./output/feature-sets/FCX.txt [2025-10-09T00:05:11.575989] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:11.576062] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:11.576130] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:11.576231] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:11.594045] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:11.595053] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:11.595178] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:11.595248] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:11.632484] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:11.632721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:11.632789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:11.632825] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:11.636405] [DEBUG] [FORECASTER] FCX: Forecast T+1@11:T+2@11: DOWN (p=7.21%) [2025-10-09T00:05:11.636750] [INFO ] [FORECASTER] Completed predict_future for FCX [2025-10-09T00:05:11.636907] [INFO ] [sig ] FCX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:11.779377] [INFO ] [LOCAL ] Saved forecast: FCX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FCX.txt [2025-10-09T00:05:11.779711] [WARN ] [sig ] [763/2211] Failed FCX after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:11.779794] [INFO ] [sig ] [764/2211] Forecasting FDP... [2025-10-09T00:05:11.779864] [INFO ] [sig ] Generating forecast for: FDP [2025-10-09T00:05:11.779936] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FDP' from 'https://tdm.silogroup.org/data/derivative_storage/FDP.csv'. [2025-10-09T00:05:11.791447] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FDP'. [2025-10-09T00:05:11.791853] [INFO ] [FORECASTER] Starting predict_future for FDP [2025-10-09T00:05:11.818768] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:11.819875] [DEBUG] [LOCAL ] No optimal features file found for FDP: ./output/feature-sets/FDP.txt [2025-10-09T00:05:11.819955] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:11.820028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:11.820095] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:11.820196] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:11.838526] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:11.839197] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:11.839330] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:11.839402] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:11.874780] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:11.874941] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:11.874986] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:11.875019] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:11.878392] [DEBUG] [FORECASTER] FDP: Forecast T+1@11:T+2@11: DOWN (p=48.45%) [2025-10-09T00:05:11.878712] [INFO ] [FORECASTER] Completed predict_future for FDP [2025-10-09T00:05:11.878872] [INFO ] [sig ] FDP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:12.018835] [INFO ] [LOCAL ] Saved forecast: FDP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FDP.txt [2025-10-09T00:05:12.019064] [WARN ] [sig ] [764/2211] Failed FDP after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:12.019143] [INFO ] [sig ] [765/2211] Forecasting FDS... [2025-10-09T00:05:12.019213] [INFO ] [sig ] Generating forecast for: FDS [2025-10-09T00:05:12.019300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FDS' from 'https://tdm.silogroup.org/data/derivative_storage/FDS.csv'. [2025-10-09T00:05:12.029531] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FDS'. [2025-10-09T00:05:12.029867] [INFO ] [FORECASTER] Starting predict_future for FDS [2025-10-09T00:05:12.055010] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:12.055791] [DEBUG] [LOCAL ] No optimal features file found for FDS: ./output/feature-sets/FDS.txt [2025-10-09T00:05:12.055870] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:12.055942] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:12.056009] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:12.056107] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:12.073548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:12.074144] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:12.074248] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:12.074317] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:12.111957] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:12.112056] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:12.112098] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:12.112131] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:12.115237] [DEBUG] [FORECASTER] FDS: Forecast T+1@11:T+2@11: DOWN (p=0.54%) [2025-10-09T00:05:12.115515] [INFO ] [FORECASTER] Completed predict_future for FDS [2025-10-09T00:05:12.115681] [INFO ] [sig ] FDS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:12.255676] [INFO ] [LOCAL ] Saved forecast: FDS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FDS.txt [2025-10-09T00:05:12.255897] [WARN ] [sig ] [765/2211] Failed FDS after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:12.255974] [INFO ] [sig ] [766/2211] Forecasting FDX... [2025-10-09T00:05:12.256044] [INFO ] [sig ] Generating forecast for: FDX [2025-10-09T00:05:12.256115] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FDX' from 'https://tdm.silogroup.org/data/derivative_storage/FDX.csv'. [2025-10-09T00:05:12.265809] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FDX'. [2025-10-09T00:05:12.266112] [INFO ] [FORECASTER] Starting predict_future for FDX [2025-10-09T00:05:12.291357] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:12.292148] [DEBUG] [LOCAL ] No optimal features file found for FDX: ./output/feature-sets/FDX.txt [2025-10-09T00:05:12.292226] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:12.292297] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:12.292364] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:12.292463] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:12.309978] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:12.310690] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:12.310795] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:12.310864] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:12.346833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:12.346935] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:12.346976] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:12.347008] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:12.350265] [DEBUG] [FORECASTER] FDX: Forecast T+1@11:T+2@11: UP (p=97.67%) [2025-10-09T00:05:12.350542] [INFO ] [FORECASTER] Completed predict_future for FDX [2025-10-09T00:05:12.350720] [INFO ] [sig ] FDX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:12.490224] [INFO ] [LOCAL ] Saved forecast: FDX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FDX.txt [2025-10-09T00:05:12.490445] [WARN ] [sig ] [766/2211] Failed FDX after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:12.490523] [INFO ] [sig ] [767/2211] Forecasting FE... [2025-10-09T00:05:12.490592] [INFO ] [sig ] Generating forecast for: FE [2025-10-09T00:05:12.490687] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FE' from 'https://tdm.silogroup.org/data/derivative_storage/FE.csv'. [2025-10-09T00:05:12.500132] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FE'. [2025-10-09T00:05:12.500446] [INFO ] [FORECASTER] Starting predict_future for FE [2025-10-09T00:05:12.525545] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:12.526366] [DEBUG] [LOCAL ] No optimal features file found for FE: ./output/feature-sets/FE.txt [2025-10-09T00:05:12.526444] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:12.526516] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:12.526583] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:12.526712] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:12.543943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:12.544520] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:12.544624] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:12.544713] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:12.580606] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:12.580722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:12.580778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:12.580812] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:12.583887] [DEBUG] [FORECASTER] FE: Forecast T+1@11:T+2@11: UP (p=99.38%) [2025-10-09T00:05:12.584157] [INFO ] [FORECASTER] Completed predict_future for FE [2025-10-09T00:05:12.584296] [INFO ] [sig ] FE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:12.723968] [INFO ] [LOCAL ] Saved forecast: FE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FE.txt [2025-10-09T00:05:12.724202] [WARN ] [sig ] [767/2211] Failed FE after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T00:05:12.724279] [INFO ] [sig ] [768/2211] Forecasting FERG... [2025-10-09T00:05:12.724389] [INFO ] [sig ] Generating forecast for: FERG [2025-10-09T00:05:12.724463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FERG' from 'https://tdm.silogroup.org/data/derivative_storage/FERG.csv'. [2025-10-09T00:05:12.734398] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FERG'. [2025-10-09T00:05:12.734739] [INFO ] [FORECASTER] Starting predict_future for FERG [2025-10-09T00:05:12.760189] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:12.760976] [DEBUG] [LOCAL ] No optimal features file found for FERG: ./output/feature-sets/FERG.txt [2025-10-09T00:05:12.761055] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:12.761129] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:12.761198] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:12.761299] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:12.779332] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:12.779974] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:12.780083] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:12.780155] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:12.820251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:12.820353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:12.820394] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:12.820428] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:12.823625] [DEBUG] [FORECASTER] FERG: Forecast T+1@11:T+2@11: DOWN (p=2.21%) [2025-10-09T00:05:12.823939] [INFO ] [FORECASTER] Completed predict_future for FERG [2025-10-09T00:05:12.824090] [INFO ] [sig ] FERG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:12.966905] [INFO ] [LOCAL ] Saved forecast: FERG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FERG.txt [2025-10-09T00:05:12.967119] [WARN ] [sig ] [768/2211] Failed FERG after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T00:05:12.967196] [INFO ] [sig ] [769/2211] Forecasting FET... [2025-10-09T00:05:12.967267] [INFO ] [sig ] Generating forecast for: FET [2025-10-09T00:05:12.967338] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FET' from 'https://tdm.silogroup.org/data/derivative_storage/FET.csv'. [2025-10-09T00:05:12.977116] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FET'. [2025-10-09T00:05:12.977430] [INFO ] [FORECASTER] Starting predict_future for FET [2025-10-09T00:05:13.003555] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:13.004324] [DEBUG] [LOCAL ] No optimal features file found for FET: ./output/feature-sets/FET.txt [2025-10-09T00:05:13.004403] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:13.004476] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:13.004546] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:13.004670] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:13.022536] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:13.023147] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:13.023256] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:13.023326] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:13.058930] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:13.059033] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:13.059074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:13.059107] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:13.062416] [DEBUG] [FORECASTER] FET: Forecast T+1@11:T+2@11: DOWN (p=11.69%) [2025-10-09T00:05:13.062805] [INFO ] [FORECASTER] Completed predict_future for FET [2025-10-09T00:05:13.062963] [INFO ] [sig ] FET: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:13.206568] [INFO ] [LOCAL ] Saved forecast: FET 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FET.txt [2025-10-09T00:05:13.206833] [WARN ] [sig ] [769/2211] Failed FET after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T00:05:13.206918] [INFO ] [sig ] [770/2211] Forecasting FF... [2025-10-09T00:05:13.206990] [INFO ] [sig ] Generating forecast for: FF [2025-10-09T00:05:13.207064] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FF' from 'https://tdm.silogroup.org/data/derivative_storage/FF.csv'. [2025-10-09T00:05:13.217685] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FF'. [2025-10-09T00:05:13.218095] [INFO ] [FORECASTER] Starting predict_future for FF [2025-10-09T00:05:13.243770] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:13.244590] [DEBUG] [LOCAL ] No optimal features file found for FF: ./output/feature-sets/FF.txt [2025-10-09T00:05:13.244691] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:13.244765] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:13.244829] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:13.244927] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:13.262475] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:13.263176] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:13.263285] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:13.263355] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:13.296814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:13.296940] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:13.296983] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:13.297017] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:13.300315] [DEBUG] [FORECASTER] FF: Forecast T+1@11:T+2@11: UP (p=91.46%) [2025-10-09T00:05:13.300603] [INFO ] [FORECASTER] Completed predict_future for FF [2025-10-09T00:05:13.300786] [INFO ] [sig ] FF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:13.440714] [INFO ] [LOCAL ] Saved forecast: FF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FF.txt [2025-10-09T00:05:13.441042] [WARN ] [sig ] [770/2211] Failed FF after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T00:05:13.441124] [INFO ] [sig ] [771/2211] Forecasting FFA... [2025-10-09T00:05:13.441193] [INFO ] [sig ] Generating forecast for: FFA [2025-10-09T00:05:13.441266] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FFA' from 'https://tdm.silogroup.org/data/derivative_storage/FFA.csv'. [2025-10-09T00:05:13.451423] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FFA'. [2025-10-09T00:05:13.451886] [INFO ] [FORECASTER] Starting predict_future for FFA [2025-10-09T00:05:13.477321] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:13.478146] [DEBUG] [LOCAL ] No optimal features file found for FFA: ./output/feature-sets/FFA.txt [2025-10-09T00:05:13.478225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:13.478295] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:13.478377] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:13.478531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:13.495905] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:13.496526] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:13.496690] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:13.496765] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:13.529431] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:13.529539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:13.529581] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:13.529614] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:13.532794] [DEBUG] [FORECASTER] FFA: Forecast T+1@11:T+2@11: UP (p=84.95%) [2025-10-09T00:05:13.533080] [INFO ] [FORECASTER] Completed predict_future for FFA [2025-10-09T00:05:13.533220] [INFO ] [sig ] FFA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:13.688422] [INFO ] [LOCAL ] Saved forecast: FFA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FFA.txt [2025-10-09T00:05:13.688786] [WARN ] [sig ] [771/2211] Failed FFA after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:13.688871] [INFO ] [sig ] [772/2211] Forecasting FFC... [2025-10-09T00:05:13.688943] [INFO ] [sig ] Generating forecast for: FFC [2025-10-09T00:05:13.689015] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FFC' from 'https://tdm.silogroup.org/data/derivative_storage/FFC.csv'. [2025-10-09T00:05:13.702790] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FFC'. [2025-10-09T00:05:13.703333] [INFO ] [FORECASTER] Starting predict_future for FFC [2025-10-09T00:05:13.729105] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:13.730066] [DEBUG] [LOCAL ] No optimal features file found for FFC: ./output/feature-sets/FFC.txt [2025-10-09T00:05:13.730150] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:13.730223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:13.730305] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:13.730484] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:13.748284] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:13.749149] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:13.749291] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:13.749376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:13.784275] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:13.784491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:13.784539] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:13.784574] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:13.788200] [DEBUG] [FORECASTER] FFC: Forecast T+1@11:T+2@11: DOWN (p=25.99%) [2025-10-09T00:05:13.788537] [INFO ] [FORECASTER] Completed predict_future for FFC [2025-10-09T00:05:13.788716] [INFO ] [sig ] FFC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:13.931100] [INFO ] [LOCAL ] Saved forecast: FFC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FFC.txt [2025-10-09T00:05:13.931388] [WARN ] [sig ] [772/2211] Failed FFC after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:13.931469] [INFO ] [sig ] [773/2211] Forecasting FFWM... [2025-10-09T00:05:13.931539] [INFO ] [sig ] Generating forecast for: FFWM [2025-10-09T00:05:13.931593] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FFWM' from 'https://tdm.silogroup.org/data/derivative_storage/FFWM.csv'. [2025-10-09T00:05:13.942736] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FFWM'. [2025-10-09T00:05:13.943213] [INFO ] [FORECASTER] Starting predict_future for FFWM [2025-10-09T00:05:13.970026] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:13.971020] [DEBUG] [LOCAL ] No optimal features file found for FFWM: ./output/feature-sets/FFWM.txt [2025-10-09T00:05:13.971119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:13.971193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:13.971263] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:13.971365] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:13.990116] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:13.990979] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:13.991096] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:13.991174] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:14.029591] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:14.029834] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:14.029893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:14.029929] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:14.033909] [DEBUG] [FORECASTER] FFWM: Forecast T+1@11:T+2@11: DOWN (p=1.24%) [2025-10-09T00:05:14.034239] [INFO ] [FORECASTER] Completed predict_future for FFWM [2025-10-09T00:05:14.034394] [INFO ] [sig ] FFWM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:14.181740] [INFO ] [LOCAL ] Saved forecast: FFWM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FFWM.txt [2025-10-09T00:05:14.181990] [WARN ] [sig ] [773/2211] Failed FFWM after 0.3s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:14.182068] [INFO ] [sig ] [774/2211] Forecasting FG... [2025-10-09T00:05:14.182136] [INFO ] [sig ] Generating forecast for: FG [2025-10-09T00:05:14.182206] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FG' from 'https://tdm.silogroup.org/data/derivative_storage/FG.csv'. [2025-10-09T00:05:14.192315] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'FG'. [2025-10-09T00:05:14.192638] [INFO ] [FORECASTER] Starting predict_future for FG [2025-10-09T00:05:14.219585] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:14.220366] [DEBUG] [LOCAL ] No optimal features file found for FG: ./output/feature-sets/FG.txt [2025-10-09T00:05:14.220447] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:14.220521] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:14.220590] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:14.220717] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:14.239119] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:14.239784] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:14.239893] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:14.239964] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:14.275859] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:14.275965] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:14.276009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:14.276043] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:14.279202] [DEBUG] [FORECASTER] FG: Forecast T+1@11:T+2@11: DOWN (p=28.47%) [2025-10-09T00:05:14.279519] [INFO ] [FORECASTER] Completed predict_future for FG [2025-10-09T00:05:14.279700] [INFO ] [sig ] FG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:14.425185] [INFO ] [LOCAL ] Saved forecast: FG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FG.txt [2025-10-09T00:05:14.425467] [WARN ] [sig ] [774/2211] Failed FG after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:14.425549] [INFO ] [sig ] [775/2211] Forecasting FGN... [2025-10-09T00:05:14.425619] [INFO ] [sig ] Generating forecast for: FGN [2025-10-09T00:05:14.425721] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FGN' from 'https://tdm.silogroup.org/data/derivative_storage/FGN.csv'. [2025-10-09T00:05:14.437983] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FGN'. [2025-10-09T00:05:14.438402] [INFO ] [FORECASTER] Starting predict_future for FGN [2025-10-09T00:05:14.470506] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:14.471308] [DEBUG] [LOCAL ] No optimal features file found for FGN: ./output/feature-sets/FGN.txt [2025-10-09T00:05:14.471388] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:14.471460] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:14.471528] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:14.471673] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:14.489351] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:14.489974] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:14.490081] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:14.490151] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:14.525222] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:14.525323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:14.525365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:14.525398] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:14.528732] [DEBUG] [FORECASTER] FGN: Forecast T+1@11:T+2@11: UP (p=85.21%) [2025-10-09T00:05:14.529014] [INFO ] [FORECASTER] Completed predict_future for FGN [2025-10-09T00:05:14.529155] [INFO ] [sig ] FGN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:14.669513] [INFO ] [LOCAL ] Saved forecast: FGN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FGN.txt [2025-10-09T00:05:14.669810] [WARN ] [sig ] [775/2211] Failed FGN after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:14.669893] [INFO ] [sig ] [776/2211] Forecasting FHI... [2025-10-09T00:05:14.669962] [INFO ] [sig ] Generating forecast for: FHI [2025-10-09T00:05:14.670035] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FHI' from 'https://tdm.silogroup.org/data/derivative_storage/FHI.csv'. [2025-10-09T00:05:14.674690] [WARN ] [REMOTE ] Historical data not found for symbol 'FHI' (404). [2025-10-09T00:05:14.674875] [FATAL] [sig ] FHI: No historical data fetched. [2025-10-09T00:05:14.674965] [WARN ] [sig ] [776/2211] Failed FHI after 0.0s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:14.675037] [INFO ] [sig ] [777/2211] Forecasting FHN... [2025-10-09T00:05:14.675173] [INFO ] [sig ] Generating forecast for: FHN [2025-10-09T00:05:14.675248] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FHN' from 'https://tdm.silogroup.org/data/derivative_storage/FHN.csv'. [2025-10-09T00:05:14.685127] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FHN'. [2025-10-09T00:05:14.685435] [INFO ] [FORECASTER] Starting predict_future for FHN [2025-10-09T00:05:14.711002] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:14.711834] [DEBUG] [LOCAL ] No optimal features file found for FHN: ./output/feature-sets/FHN.txt [2025-10-09T00:05:14.711912] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:14.711983] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:14.712050] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:14.712149] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:14.729468] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:14.730072] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:14.730195] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:14.730264] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:14.768062] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:14.768188] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:14.768230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:14.768263] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:14.771600] [DEBUG] [FORECASTER] FHN: Forecast T+1@11:T+2@11: DOWN (p=2.12%) [2025-10-09T00:05:14.771911] [INFO ] [FORECASTER] Completed predict_future for FHN [2025-10-09T00:05:14.772065] [INFO ] [sig ] FHN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:14.913247] [INFO ] [LOCAL ] Saved forecast: FHN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FHN.txt [2025-10-09T00:05:14.913493] [WARN ] [sig ] [777/2211] Failed FHN after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:14.913571] [INFO ] [sig ] [778/2211] Forecasting FI... [2025-10-09T00:05:14.913662] [INFO ] [sig ] Generating forecast for: FI [2025-10-09T00:05:14.913739] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FI' from 'https://tdm.silogroup.org/data/derivative_storage/FI.csv'. [2025-10-09T00:05:14.924673] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FI'. [2025-10-09T00:05:14.925083] [INFO ] [FORECASTER] Starting predict_future for FI [2025-10-09T00:05:14.951576] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:14.952471] [DEBUG] [LOCAL ] No optimal features file found for FI: ./output/feature-sets/FI.txt [2025-10-09T00:05:14.952550] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:14.952622] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:14.952719] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:14.952819] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:14.970624] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:14.971510] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:14.971628] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:14.971721] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:15.007592] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:15.007806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:15.007861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:15.007896] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:15.011513] [DEBUG] [FORECASTER] FI: Forecast T+1@11:T+2@11: DOWN (p=2.15%) [2025-10-09T00:05:15.011848] [INFO ] [FORECASTER] Completed predict_future for FI [2025-10-09T00:05:15.012042] [INFO ] [sig ] FI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:15.157020] [INFO ] [LOCAL ] Saved forecast: FI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FI.txt [2025-10-09T00:05:15.157277] [WARN ] [sig ] [778/2211] Failed FI after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:15.157354] [INFO ] [sig ] [779/2211] Forecasting FICO... [2025-10-09T00:05:15.157423] [INFO ] [sig ] Generating forecast for: FICO [2025-10-09T00:05:15.157494] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FICO' from 'https://tdm.silogroup.org/data/derivative_storage/FICO.csv'. [2025-10-09T00:05:15.168184] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FICO'. [2025-10-09T00:05:15.168526] [INFO ] [FORECASTER] Starting predict_future for FICO [2025-10-09T00:05:15.195138] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:15.195939] [DEBUG] [LOCAL ] No optimal features file found for FICO: ./output/feature-sets/FICO.txt [2025-10-09T00:05:15.196033] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:15.196106] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:15.196175] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:15.196276] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:15.215043] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:15.215722] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:15.215830] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:15.215914] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:15.249690] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:15.249796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:15.249839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:15.249873] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:15.253257] [DEBUG] [FORECASTER] FICO: Forecast T+1@11:T+2@11: DOWN (p=0.90%) [2025-10-09T00:05:15.253539] [INFO ] [FORECASTER] Completed predict_future for FICO [2025-10-09T00:05:15.253710] [INFO ] [sig ] FICO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:15.401797] [INFO ] [LOCAL ] Saved forecast: FICO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FICO.txt [2025-10-09T00:05:15.402117] [WARN ] [sig ] [779/2211] Failed FICO after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:15.402198] [INFO ] [sig ] [780/2211] Forecasting FIGS... [2025-10-09T00:05:15.402269] [INFO ] [sig ] Generating forecast for: FIGS [2025-10-09T00:05:15.402341] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIGS' from 'https://tdm.silogroup.org/data/derivative_storage/FIGS.csv'. [2025-10-09T00:05:15.412148] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FIGS'. [2025-10-09T00:05:15.412507] [INFO ] [FORECASTER] Starting predict_future for FIGS [2025-10-09T00:05:15.438511] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:15.439400] [DEBUG] [LOCAL ] No optimal features file found for FIGS: ./output/feature-sets/FIGS.txt [2025-10-09T00:05:15.439499] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:15.439606] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:15.439725] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:15.439839] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:15.458501] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:15.459140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:15.459284] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:15.459374] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:15.492699] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:15.492825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:15.492869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:15.492904] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:15.496323] [DEBUG] [FORECASTER] FIGS: Forecast T+1@11:T+2@11: DOWN (p=31.75%) [2025-10-09T00:05:15.496606] [INFO ] [FORECASTER] Completed predict_future for FIGS [2025-10-09T00:05:15.496775] [INFO ] [sig ] FIGS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:15.640580] [INFO ] [LOCAL ] Saved forecast: FIGS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FIGS.txt [2025-10-09T00:05:15.640858] [WARN ] [sig ] [780/2211] Failed FIGS after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:15.640940] [INFO ] [sig ] [781/2211] Forecasting FIHL... [2025-10-09T00:05:15.641010] [INFO ] [sig ] Generating forecast for: FIHL [2025-10-09T00:05:15.641161] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIHL' from 'https://tdm.silogroup.org/data/derivative_storage/FIHL.csv'. [2025-10-09T00:05:15.651093] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FIHL'. [2025-10-09T00:05:15.651409] [INFO ] [FORECASTER] Starting predict_future for FIHL [2025-10-09T00:05:15.677390] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:15.678198] [DEBUG] [LOCAL ] No optimal features file found for FIHL: ./output/feature-sets/FIHL.txt [2025-10-09T00:05:15.678277] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:15.678350] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:15.678419] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:15.678520] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:15.696691] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:15.697289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:15.697396] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:15.697466] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:15.732080] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:15.732178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:15.732220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:15.732254] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:15.735514] [DEBUG] [FORECASTER] FIHL: Forecast T+1@11:T+2@11: DOWN (p=12.41%) [2025-10-09T00:05:15.735835] [INFO ] [FORECASTER] Completed predict_future for FIHL [2025-10-09T00:05:15.735987] [INFO ] [sig ] FIHL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:15.879951] [INFO ] [LOCAL ] Saved forecast: FIHL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FIHL.txt [2025-10-09T00:05:15.880206] [WARN ] [sig ] [781/2211] Failed FIHL after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:15.880283] [INFO ] [sig ] [782/2211] Forecasting FINS... [2025-10-09T00:05:15.880353] [INFO ] [sig ] Generating forecast for: FINS [2025-10-09T00:05:15.880425] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FINS' from 'https://tdm.silogroup.org/data/derivative_storage/FINS.csv'. [2025-10-09T00:05:15.890688] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FINS'. [2025-10-09T00:05:15.891009] [INFO ] [FORECASTER] Starting predict_future for FINS [2025-10-09T00:05:15.916630] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:15.917389] [DEBUG] [LOCAL ] No optimal features file found for FINS: ./output/feature-sets/FINS.txt [2025-10-09T00:05:15.917473] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:15.917544] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:15.917612] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:15.917732] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:15.935731] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:15.936331] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:15.936440] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:15.936509] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:15.968556] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:15.968714] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:15.968776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:15.968813] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:15.972304] [DEBUG] [FORECASTER] FINS: Forecast T+1@11:T+2@11: UP (p=87.83%) [2025-10-09T00:05:15.972621] [INFO ] [FORECASTER] Completed predict_future for FINS [2025-10-09T00:05:15.972800] [INFO ] [sig ] FINS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:16.117420] [INFO ] [LOCAL ] Saved forecast: FINS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FINS.txt [2025-10-09T00:05:16.117676] [WARN ] [sig ] [782/2211] Failed FINS after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:16.117756] [INFO ] [sig ] [783/2211] Forecasting FINV... [2025-10-09T00:05:16.117826] [INFO ] [sig ] Generating forecast for: FINV [2025-10-09T00:05:16.117898] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FINV' from 'https://tdm.silogroup.org/data/derivative_storage/FINV.csv'. [2025-10-09T00:05:16.127753] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FINV'. [2025-10-09T00:05:16.128094] [INFO ] [FORECASTER] Starting predict_future for FINV [2025-10-09T00:05:16.154479] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:16.155321] [DEBUG] [LOCAL ] No optimal features file found for FINV: ./output/feature-sets/FINV.txt [2025-10-09T00:05:16.155403] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:16.155476] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:16.155545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:16.155666] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:16.174110] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:16.174771] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:16.174878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:16.174952] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:16.208941] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:16.209051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:16.209094] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:16.209127] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:16.212440] [DEBUG] [FORECASTER] FINV: Forecast T+1@11:T+2@11: DOWN (p=38.31%) [2025-10-09T00:05:16.212769] [INFO ] [FORECASTER] Completed predict_future for FINV [2025-10-09T00:05:16.212926] [INFO ] [sig ] FINV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:16.357446] [INFO ] [LOCAL ] Saved forecast: FINV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FINV.txt [2025-10-09T00:05:16.357728] [WARN ] [sig ] [783/2211] Failed FINV after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:16.357808] [INFO ] [sig ] [784/2211] Forecasting FIS... [2025-10-09T00:05:16.357880] [INFO ] [sig ] Generating forecast for: FIS [2025-10-09T00:05:16.357957] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIS' from 'https://tdm.silogroup.org/data/derivative_storage/FIS.csv'. [2025-10-09T00:05:16.368353] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FIS'. [2025-10-09T00:05:16.368769] [INFO ] [FORECASTER] Starting predict_future for FIS [2025-10-09T00:05:16.395270] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:16.396214] [DEBUG] [LOCAL ] No optimal features file found for FIS: ./output/feature-sets/FIS.txt [2025-10-09T00:05:16.396301] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:16.396376] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:16.396446] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:16.396545] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:16.415209] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:16.416123] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:16.416241] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:16.416332] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:16.452970] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:16.453176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:16.453228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:16.453265] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:16.457054] [DEBUG] [FORECASTER] FIS: Forecast T+1@11:T+2@11: UP (p=92.92%) [2025-10-09T00:05:16.457370] [INFO ] [FORECASTER] Completed predict_future for FIS [2025-10-09T00:05:16.457512] [INFO ] [sig ] FIS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:16.605804] [INFO ] [LOCAL ] Saved forecast: FIS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FIS.txt [2025-10-09T00:05:16.606109] [WARN ] [sig ] [784/2211] Failed FIS after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:16.606193] [INFO ] [sig ] [785/2211] Forecasting FIX... [2025-10-09T00:05:16.606267] [INFO ] [sig ] Generating forecast for: FIX [2025-10-09T00:05:16.606343] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIX' from 'https://tdm.silogroup.org/data/derivative_storage/FIX.csv'. [2025-10-09T00:05:16.616381] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FIX'. [2025-10-09T00:05:16.616780] [INFO ] [FORECASTER] Starting predict_future for FIX [2025-10-09T00:05:16.642929] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:16.643799] [DEBUG] [LOCAL ] No optimal features file found for FIX: ./output/feature-sets/FIX.txt [2025-10-09T00:05:16.643881] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:16.643955] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:16.644025] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:16.644125] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:16.662554] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:16.663189] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:16.663298] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:16.663367] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:16.700381] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:16.700548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:16.700594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:16.700628] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:16.704067] [DEBUG] [FORECASTER] FIX: Forecast T+1@11:T+2@11: DOWN (p=24.99%) [2025-10-09T00:05:16.704360] [INFO ] [FORECASTER] Completed predict_future for FIX [2025-10-09T00:05:16.704508] [INFO ] [sig ] FIX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:16.849069] [INFO ] [LOCAL ] Saved forecast: FIX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FIX.txt [2025-10-09T00:05:16.849383] [WARN ] [sig ] [785/2211] Failed FIX after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:16.849464] [INFO ] [sig ] [786/2211] Forecasting FLC... [2025-10-09T00:05:16.849537] [INFO ] [sig ] Generating forecast for: FLC [2025-10-09T00:05:16.849611] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLC' from 'https://tdm.silogroup.org/data/derivative_storage/FLC.csv'. [2025-10-09T00:05:16.859857] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLC'. [2025-10-09T00:05:16.860233] [INFO ] [FORECASTER] Starting predict_future for FLC [2025-10-09T00:05:16.886151] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:16.887069] [DEBUG] [LOCAL ] No optimal features file found for FLC: ./output/feature-sets/FLC.txt [2025-10-09T00:05:16.887167] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:16.887243] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:16.887315] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:16.887416] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:16.905964] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:16.906583] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:16.906721] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:16.906800] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:16.942619] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:16.942774] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:16.942825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:16.942859] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:16.946259] [DEBUG] [FORECASTER] FLC: Forecast T+1@11:T+2@11: DOWN (p=44.74%) [2025-10-09T00:05:16.946552] [INFO ] [FORECASTER] Completed predict_future for FLC [2025-10-09T00:05:16.946730] [INFO ] [sig ] FLC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:17.093275] [INFO ] [LOCAL ] Saved forecast: FLC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FLC.txt [2025-10-09T00:05:17.093526] [WARN ] [sig ] [786/2211] Failed FLC after 0.2s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:17.093604] [INFO ] [sig ] [787/2211] Forecasting FLG... [2025-10-09T00:05:17.093697] [INFO ] [sig ] Generating forecast for: FLG [2025-10-09T00:05:17.093770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLG' from 'https://tdm.silogroup.org/data/derivative_storage/FLG.csv'. [2025-10-09T00:05:17.104036] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLG'. [2025-10-09T00:05:17.104360] [INFO ] [FORECASTER] Starting predict_future for FLG [2025-10-09T00:05:17.130226] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:17.131488] [DEBUG] [LOCAL ] No optimal features file found for FLG: ./output/feature-sets/FLG.txt [2025-10-09T00:05:17.131576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:17.131684] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:17.131757] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:17.131858] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:17.150115] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:17.150801] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:17.150910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:17.150984] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:17.186703] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:17.186909] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:17.186973] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:17.187022] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:17.190470] [DEBUG] [FORECASTER] FLG: Forecast T+1@11:T+2@11: DOWN (p=1.82%) [2025-10-09T00:05:17.190826] [INFO ] [FORECASTER] Completed predict_future for FLG [2025-10-09T00:05:17.190986] [INFO ] [sig ] FLG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:17.352406] [INFO ] [LOCAL ] Saved forecast: FLG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FLG.txt [2025-10-09T00:05:17.352758] [WARN ] [sig ] [787/2211] Failed FLG after 0.3s | 4.49 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:17.352844] [INFO ] [sig ] [788/2211] Forecasting FLNG... [2025-10-09T00:05:17.352913] [INFO ] [sig ] Generating forecast for: FLNG [2025-10-09T00:05:17.352992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLNG' from 'https://tdm.silogroup.org/data/derivative_storage/FLNG.csv'. [2025-10-09T00:05:17.363556] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLNG'. [2025-10-09T00:05:17.364064] [INFO ] [FORECASTER] Starting predict_future for FLNG [2025-10-09T00:05:17.390113] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:17.391079] [DEBUG] [LOCAL ] No optimal features file found for FLNG: ./output/feature-sets/FLNG.txt [2025-10-09T00:05:17.391167] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:17.391238] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:17.391307] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:17.391407] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:17.409526] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:17.410486] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:17.410606] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:17.410699] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:17.448367] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:17.448592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:17.448663] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:17.448731] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:17.452624] [DEBUG] [FORECASTER] FLNG: Forecast T+1@11:T+2@11: UP (p=99.31%) [2025-10-09T00:05:17.453060] [INFO ] [FORECASTER] Completed predict_future for FLNG [2025-10-09T00:05:17.453221] [INFO ] [sig ] FLNG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:17.599473] [INFO ] [LOCAL ] Saved forecast: FLNG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FLNG.txt [2025-10-09T00:05:17.599794] [WARN ] [sig ] [788/2211] Failed FLNG after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:17.599877] [INFO ] [sig ] [789/2211] Forecasting FLO... [2025-10-09T00:05:17.599948] [INFO ] [sig ] Generating forecast for: FLO [2025-10-09T00:05:17.600019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLO' from 'https://tdm.silogroup.org/data/derivative_storage/FLO.csv'. [2025-10-09T00:05:17.610446] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLO'. [2025-10-09T00:05:17.610845] [INFO ] [FORECASTER] Starting predict_future for FLO [2025-10-09T00:05:17.636720] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:17.637541] [DEBUG] [LOCAL ] No optimal features file found for FLO: ./output/feature-sets/FLO.txt [2025-10-09T00:05:17.637626] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:17.637725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:17.637795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:17.637897] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:17.656328] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:17.657091] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:17.657209] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:17.657281] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:17.691964] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:17.692160] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:17.692208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:17.692241] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:17.695888] [DEBUG] [FORECASTER] FLO: Forecast T+1@11:T+2@11: DOWN (p=24.88%) [2025-10-09T00:05:17.696184] [INFO ] [FORECASTER] Completed predict_future for FLO [2025-10-09T00:05:17.696340] [INFO ] [sig ] FLO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:17.838541] [INFO ] [LOCAL ] Saved forecast: FLO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FLO.txt [2025-10-09T00:05:17.838879] [WARN ] [sig ] [789/2211] Failed FLO after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:17.838962] [INFO ] [sig ] [790/2211] Forecasting FLR... [2025-10-09T00:05:17.839032] [INFO ] [sig ] Generating forecast for: FLR [2025-10-09T00:05:17.839105] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLR' from 'https://tdm.silogroup.org/data/derivative_storage/FLR.csv'. [2025-10-09T00:05:17.849693] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLR'. [2025-10-09T00:05:17.850228] [INFO ] [FORECASTER] Starting predict_future for FLR [2025-10-09T00:05:17.887005] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:17.887921] [DEBUG] [LOCAL ] No optimal features file found for FLR: ./output/feature-sets/FLR.txt [2025-10-09T00:05:17.888002] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:17.888076] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:17.888147] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:17.888249] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:17.911224] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:17.912163] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:17.912282] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:17.912353] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:17.949405] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:17.949676] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:17.949771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:17.949829] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:17.955242] [DEBUG] [FORECASTER] FLR: Forecast T+1@11:T+2@11: UP (p=80.51%) [2025-10-09T00:05:17.955779] [INFO ] [FORECASTER] Completed predict_future for FLR [2025-10-09T00:05:17.956003] [INFO ] [sig ] FLR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:18.112592] [INFO ] [LOCAL ] Saved forecast: FLR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FLR.txt [2025-10-09T00:05:18.113051] [WARN ] [sig ] [790/2211] Failed FLR after 0.3s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:18.113132] [INFO ] [sig ] [791/2211] Forecasting FLS... [2025-10-09T00:05:18.113203] [INFO ] [sig ] Generating forecast for: FLS [2025-10-09T00:05:18.113276] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLS' from 'https://tdm.silogroup.org/data/derivative_storage/FLS.csv'. [2025-10-09T00:05:18.123418] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLS'. [2025-10-09T00:05:18.123798] [INFO ] [FORECASTER] Starting predict_future for FLS [2025-10-09T00:05:18.149248] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:18.150159] [DEBUG] [LOCAL ] No optimal features file found for FLS: ./output/feature-sets/FLS.txt [2025-10-09T00:05:18.150239] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:18.150311] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:18.150379] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:18.150475] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:18.167968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:18.168630] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:18.168760] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:18.168847] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:18.201929] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:18.202104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:18.202151] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:18.202186] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:18.205787] [DEBUG] [FORECASTER] FLS: Forecast T+1@11:T+2@11: UP (p=58.63%) [2025-10-09T00:05:18.206083] [INFO ] [FORECASTER] Completed predict_future for FLS [2025-10-09T00:05:18.206219] [INFO ] [sig ] FLS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:18.349767] [INFO ] [LOCAL ] Saved forecast: FLS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FLS.txt [2025-10-09T00:05:18.350051] [WARN ] [sig ] [791/2211] Failed FLS after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:18.350141] [INFO ] [sig ] [792/2211] Forecasting FLUT... [2025-10-09T00:05:18.350210] [INFO ] [sig ] Generating forecast for: FLUT [2025-10-09T00:05:18.350284] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLUT' from 'https://tdm.silogroup.org/data/derivative_storage/FLUT.csv'. [2025-10-09T00:05:18.360219] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLUT'. [2025-10-09T00:05:18.360585] [INFO ] [FORECASTER] Starting predict_future for FLUT [2025-10-09T00:05:18.386912] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:18.387796] [DEBUG] [LOCAL ] No optimal features file found for FLUT: ./output/feature-sets/FLUT.txt [2025-10-09T00:05:18.387876] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:18.387964] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:18.388044] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:18.388160] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:18.406061] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:18.406694] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:18.406803] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:18.406868] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:18.439578] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:18.439789] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:18.439849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:18.439885] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:18.443519] [DEBUG] [FORECASTER] FLUT: Forecast T+1@11:T+2@11: DOWN (p=39.71%) [2025-10-09T00:05:18.443853] [INFO ] [FORECASTER] Completed predict_future for FLUT [2025-10-09T00:05:18.444007] [INFO ] [sig ] FLUT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:18.586001] [INFO ] [LOCAL ] Saved forecast: FLUT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FLUT.txt [2025-10-09T00:05:18.586248] [WARN ] [sig ] [792/2211] Failed FLUT after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:18.586339] [INFO ] [sig ] [793/2211] Forecasting FLXR... [2025-10-09T00:05:18.586419] [INFO ] [sig ] Generating forecast for: FLXR [2025-10-09T00:05:18.586497] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLXR' from 'https://tdm.silogroup.org/data/derivative_storage/FLXR.csv'. [2025-10-09T00:05:18.596553] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FLXR'. [2025-10-09T00:05:18.597023] [INFO ] [FORECASTER] Starting predict_future for FLXR [2025-10-09T00:05:18.623721] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:18.624613] [DEBUG] [LOCAL ] No optimal features file found for FLXR: ./output/feature-sets/FLXR.txt [2025-10-09T00:05:18.624720] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:18.624812] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:18.624884] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:18.624985] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:18.643156] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:18.644035] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:18.644149] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:18.644218] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:18.674894] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:18.675062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:18.675107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:18.675141] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:18.678732] [DEBUG] [FORECASTER] FLXR: Forecast T+1@11:T+2@11: UP (p=89.92%) [2025-10-09T00:05:18.679029] [INFO ] [FORECASTER] Completed predict_future for FLXR [2025-10-09T00:05:18.679164] [INFO ] [sig ] FLXR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:18.822600] [INFO ] [LOCAL ] Saved forecast: FLXR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FLXR.txt [2025-10-09T00:05:18.822879] [WARN ] [sig ] [793/2211] Failed FLXR after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T00:05:18.822957] [INFO ] [sig ] [794/2211] Forecasting FMC... [2025-10-09T00:05:18.823027] [INFO ] [sig ] Generating forecast for: FMC [2025-10-09T00:05:18.823098] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMC' from 'https://tdm.silogroup.org/data/derivative_storage/FMC.csv'. [2025-10-09T00:05:18.833099] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FMC'. [2025-10-09T00:05:18.833409] [INFO ] [FORECASTER] Starting predict_future for FMC [2025-10-09T00:05:18.858461] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:18.859255] [DEBUG] [LOCAL ] No optimal features file found for FMC: ./output/feature-sets/FMC.txt [2025-10-09T00:05:18.859334] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:18.859404] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:18.859448] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:18.859512] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:18.876891] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:18.877456] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:18.877559] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:18.877628] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:18.916354] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:18.916598] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:18.916718] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:18.916813] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:18.921475] [DEBUG] [FORECASTER] FMC: Forecast T+1@11:T+2@11: UP (p=56.79%) [2025-10-09T00:05:18.921920] [INFO ] [FORECASTER] Completed predict_future for FMC [2025-10-09T00:05:18.922128] [INFO ] [sig ] FMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:19.097279] [INFO ] [LOCAL ] Saved forecast: FMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FMC.txt [2025-10-09T00:05:19.097545] [WARN ] [sig ] [794/2211] Failed FMC after 0.3s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:19.097625] [INFO ] [sig ] [795/2211] Forecasting FMN... [2025-10-09T00:05:19.097718] [INFO ] [sig ] Generating forecast for: FMN [2025-10-09T00:05:19.097792] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMN' from 'https://tdm.silogroup.org/data/derivative_storage/FMN.csv'. [2025-10-09T00:05:19.108050] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FMN'. [2025-10-09T00:05:19.108372] [INFO ] [FORECASTER] Starting predict_future for FMN [2025-10-09T00:05:19.134223] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:19.135050] [DEBUG] [LOCAL ] No optimal features file found for FMN: ./output/feature-sets/FMN.txt [2025-10-09T00:05:19.135131] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:19.135204] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:19.135273] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:19.135378] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:19.153632] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:19.154255] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:19.154361] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:19.154434] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:19.186253] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:19.186376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:19.186418] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:19.186452] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:19.189832] [DEBUG] [FORECASTER] FMN: Forecast T+1@11:T+2@11: UP (p=96.53%) [2025-10-09T00:05:19.190128] [INFO ] [FORECASTER] Completed predict_future for FMN [2025-10-09T00:05:19.190300] [INFO ] [sig ] FMN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:19.333424] [INFO ] [LOCAL ] Saved forecast: FMN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FMN.txt [2025-10-09T00:05:19.333697] [WARN ] [sig ] [795/2211] Failed FMN after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:19.333777] [INFO ] [sig ] [796/2211] Forecasting FMS... [2025-10-09T00:05:19.333847] [INFO ] [sig ] Generating forecast for: FMS [2025-10-09T00:05:19.333919] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMS' from 'https://tdm.silogroup.org/data/derivative_storage/FMS.csv'. [2025-10-09T00:05:19.343662] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FMS'. [2025-10-09T00:05:19.343975] [INFO ] [FORECASTER] Starting predict_future for FMS [2025-10-09T00:05:19.369523] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:19.370317] [DEBUG] [LOCAL ] No optimal features file found for FMS: ./output/feature-sets/FMS.txt [2025-10-09T00:05:19.370396] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:19.370481] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:19.370564] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:19.370699] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:19.388244] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:19.388926] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:19.389033] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:19.389117] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:19.423384] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:19.423507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:19.423552] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:19.423586] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:19.426960] [DEBUG] [FORECASTER] FMS: Forecast T+1@11:T+2@11: UP (p=98.23%) [2025-10-09T00:05:19.427248] [INFO ] [FORECASTER] Completed predict_future for FMS [2025-10-09T00:05:19.427393] [INFO ] [sig ] FMS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:19.569493] [INFO ] [LOCAL ] Saved forecast: FMS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FMS.txt [2025-10-09T00:05:19.569778] [WARN ] [sig ] [796/2211] Failed FMS after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:19.569861] [INFO ] [sig ] [797/2211] Forecasting FMX... [2025-10-09T00:05:19.569954] [INFO ] [sig ] Generating forecast for: FMX [2025-10-09T00:05:19.570042] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMX' from 'https://tdm.silogroup.org/data/derivative_storage/FMX.csv'. [2025-10-09T00:05:19.580791] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FMX'. [2025-10-09T00:05:19.581265] [INFO ] [FORECASTER] Starting predict_future for FMX [2025-10-09T00:05:19.607444] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:19.608401] [DEBUG] [LOCAL ] No optimal features file found for FMX: ./output/feature-sets/FMX.txt [2025-10-09T00:05:19.608488] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:19.608563] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:19.608632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:19.608759] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:19.626583] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:19.627465] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:19.627587] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:19.627684] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:19.679555] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:19.679862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:19.679959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:19.680014] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:19.685708] [DEBUG] [FORECASTER] FMX: Forecast T+1@11:T+2@11: UP (p=51.05%) [2025-10-09T00:05:19.686240] [INFO ] [FORECASTER] Completed predict_future for FMX [2025-10-09T00:05:19.686426] [INFO ] [sig ] FMX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:19.837597] [INFO ] [LOCAL ] Saved forecast: FMX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FMX.txt [2025-10-09T00:05:19.838022] [WARN ] [sig ] [797/2211] Failed FMX after 0.3s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:19.838109] [INFO ] [sig ] [798/2211] Forecasting FMY... [2025-10-09T00:05:19.838183] [INFO ] [sig ] Generating forecast for: FMY [2025-10-09T00:05:19.838273] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMY' from 'https://tdm.silogroup.org/data/derivative_storage/FMY.csv'. [2025-10-09T00:05:19.848957] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'FMY'. [2025-10-09T00:05:19.849546] [INFO ] [FORECASTER] Starting predict_future for FMY [2025-10-09T00:05:19.876978] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:19.877898] [DEBUG] [LOCAL ] No optimal features file found for FMY: ./output/feature-sets/FMY.txt [2025-10-09T00:05:19.877980] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:19.878053] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:19.878122] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:19.878223] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:19.896436] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:19.897382] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:19.897524] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:19.897599] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:19.936629] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:19.936904] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:19.936972] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:19.937029] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:19.941201] [DEBUG] [FORECASTER] FMY: Forecast T+1@11:T+2@11: UP (p=80.27%) [2025-10-09T00:05:19.941523] [INFO ] [FORECASTER] Completed predict_future for FMY [2025-10-09T00:05:19.941703] [INFO ] [sig ] FMY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:20.112802] [INFO ] [LOCAL ] Saved forecast: FMY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FMY.txt [2025-10-09T00:05:20.113098] [WARN ] [sig ] [798/2211] Failed FMY after 0.3s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:20.113199] [INFO ] [sig ] [799/2211] Forecasting FN... [2025-10-09T00:05:20.113271] [INFO ] [sig ] Generating forecast for: FN [2025-10-09T00:05:20.113351] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FN' from 'https://tdm.silogroup.org/data/derivative_storage/FN.csv'. [2025-10-09T00:05:20.124014] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FN'. [2025-10-09T00:05:20.124422] [INFO ] [FORECASTER] Starting predict_future for FN [2025-10-09T00:05:20.152847] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:20.153810] [DEBUG] [LOCAL ] No optimal features file found for FN: ./output/feature-sets/FN.txt [2025-10-09T00:05:20.153904] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:20.154003] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:20.154089] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:20.154190] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:20.175780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:20.176507] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:20.176619] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:20.176720] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:20.207723] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:20.207891] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:20.207940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:20.207974] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:20.211925] [DEBUG] [FORECASTER] FN: Forecast T+1@11:T+2@11: DOWN (p=43.31%) [2025-10-09T00:05:20.212346] [INFO ] [FORECASTER] Completed predict_future for FN [2025-10-09T00:05:20.212526] [INFO ] [sig ] FN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:20.368059] [INFO ] [LOCAL ] Saved forecast: FN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FN.txt [2025-10-09T00:05:20.368305] [WARN ] [sig ] [799/2211] Failed FN after 0.3s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:20.368382] [INFO ] [sig ] [800/2211] Forecasting FNB... [2025-10-09T00:05:20.368450] [INFO ] [sig ] Generating forecast for: FNB [2025-10-09T00:05:20.368519] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FNB' from 'https://tdm.silogroup.org/data/derivative_storage/FNB.csv'. [2025-10-09T00:05:20.378400] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FNB'. [2025-10-09T00:05:20.378760] [INFO ] [FORECASTER] Starting predict_future for FNB [2025-10-09T00:05:20.404276] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:20.405117] [DEBUG] [LOCAL ] No optimal features file found for FNB: ./output/feature-sets/FNB.txt [2025-10-09T00:05:20.405198] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:20.405302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:20.405369] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:20.405464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:20.423083] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:20.423728] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:20.423832] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:20.423898] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:20.457411] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:20.457552] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:20.457595] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:20.457630] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:20.461153] [DEBUG] [FORECASTER] FNB: Forecast T+1@11:T+2@11: DOWN (p=40.53%) [2025-10-09T00:05:20.461442] [INFO ] [FORECASTER] Completed predict_future for FNB [2025-10-09T00:05:20.461577] [INFO ] [sig ] FNB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:20.605744] [INFO ] [LOCAL ] Saved forecast: FNB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FNB.txt [2025-10-09T00:05:20.606023] [WARN ] [sig ] [800/2211] Failed FNB after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:20.606102] [INFO ] [sig ] [801/2211] Forecasting FND... [2025-10-09T00:05:20.606169] [INFO ] [sig ] Generating forecast for: FND [2025-10-09T00:05:20.606241] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FND' from 'https://tdm.silogroup.org/data/derivative_storage/FND.csv'. [2025-10-09T00:05:20.616221] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FND'. [2025-10-09T00:05:20.616606] [INFO ] [FORECASTER] Starting predict_future for FND [2025-10-09T00:05:20.641919] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:20.642715] [DEBUG] [LOCAL ] No optimal features file found for FND: ./output/feature-sets/FND.txt [2025-10-09T00:05:20.642795] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:20.642866] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:20.642937] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:20.643033] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:20.660765] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:20.661356] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:20.661460] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:20.661529] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:20.693318] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:20.693469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:20.693512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:20.693545] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:20.696982] [DEBUG] [FORECASTER] FND: Forecast T+1@11:T+2@11: DOWN (p=8.56%) [2025-10-09T00:05:20.697277] [INFO ] [FORECASTER] Completed predict_future for FND [2025-10-09T00:05:20.697411] [INFO ] [sig ] FND: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:20.838686] [INFO ] [LOCAL ] Saved forecast: FND 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FND.txt [2025-10-09T00:05:20.838980] [WARN ] [sig ] [801/2211] Failed FND after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T00:05:20.839062] [INFO ] [sig ] [802/2211] Forecasting FNF... [2025-10-09T00:05:20.839132] [INFO ] [sig ] Generating forecast for: FNF [2025-10-09T00:05:20.839205] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FNF' from 'https://tdm.silogroup.org/data/derivative_storage/FNF.csv'. [2025-10-09T00:05:20.849557] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FNF'. [2025-10-09T00:05:20.850021] [INFO ] [FORECASTER] Starting predict_future for FNF [2025-10-09T00:05:20.875354] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:20.876197] [DEBUG] [LOCAL ] No optimal features file found for FNF: ./output/feature-sets/FNF.txt [2025-10-09T00:05:20.876280] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:20.876352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:20.876420] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:20.876516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:20.893980] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:20.894618] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:20.894758] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:20.894828] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:20.928415] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:20.928581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:20.928626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:20.928700] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:20.932202] [DEBUG] [FORECASTER] FNF: Forecast T+1@11:T+2@11: UP (p=99.28%) [2025-10-09T00:05:20.932511] [INFO ] [FORECASTER] Completed predict_future for FNF [2025-10-09T00:05:20.932674] [INFO ] [sig ] FNF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:21.074607] [INFO ] [LOCAL ] Saved forecast: FNF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FNF.txt [2025-10-09T00:05:21.074887] [WARN ] [sig ] [802/2211] Failed FNF after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:21.074967] [INFO ] [sig ] [803/2211] Forecasting FNV... [2025-10-09T00:05:21.075037] [INFO ] [sig ] Generating forecast for: FNV [2025-10-09T00:05:21.075108] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FNV' from 'https://tdm.silogroup.org/data/derivative_storage/FNV.csv'. [2025-10-09T00:05:21.085133] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FNV'. [2025-10-09T00:05:21.085668] [INFO ] [FORECASTER] Starting predict_future for FNV [2025-10-09T00:05:21.111216] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:21.112009] [DEBUG] [LOCAL ] No optimal features file found for FNV: ./output/feature-sets/FNV.txt [2025-10-09T00:05:21.112087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:21.112158] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:21.112233] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:21.112339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:21.130773] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:21.131379] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:21.131489] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:21.131565] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:21.163951] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:21.164049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:21.164090] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:21.164124] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:21.167252] [DEBUG] [FORECASTER] FNV: Forecast T+1@11:T+2@11: UP (p=90.78%) [2025-10-09T00:05:21.167527] [INFO ] [FORECASTER] Completed predict_future for FNV [2025-10-09T00:05:21.167690] [INFO ] [sig ] FNV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:21.310272] [INFO ] [LOCAL ] Saved forecast: FNV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FNV.txt [2025-10-09T00:05:21.310519] [WARN ] [sig ] [803/2211] Failed FNV after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:21.310601] [INFO ] [sig ] [804/2211] Forecasting FOA... [2025-10-09T00:05:21.310703] [INFO ] [sig ] Generating forecast for: FOA [2025-10-09T00:05:21.310782] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOA' from 'https://tdm.silogroup.org/data/derivative_storage/FOA.csv'. [2025-10-09T00:05:21.321052] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FOA'. [2025-10-09T00:05:21.321410] [INFO ] [FORECASTER] Starting predict_future for FOA [2025-10-09T00:05:21.346874] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:21.347687] [DEBUG] [LOCAL ] No optimal features file found for FOA: ./output/feature-sets/FOA.txt [2025-10-09T00:05:21.347767] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:21.347845] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:21.347920] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:21.348034] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:21.365633] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:21.366249] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:21.366357] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:21.366432] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:21.392541] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:21.392638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:21.392724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:21.392764] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:21.395889] [DEBUG] [FORECASTER] FOA: Forecast T+1@11:T+2@11: DOWN (p=27.93%) [2025-10-09T00:05:21.396166] [INFO ] [FORECASTER] Completed predict_future for FOA [2025-10-09T00:05:21.396297] [INFO ] [sig ] FOA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:21.538716] [INFO ] [LOCAL ] Saved forecast: FOA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FOA.txt [2025-10-09T00:05:21.538962] [WARN ] [sig ] [804/2211] Failed FOA after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:21.539045] [INFO ] [sig ] [805/2211] Forecasting FOF... [2025-10-09T00:05:21.539121] [INFO ] [sig ] Generating forecast for: FOF [2025-10-09T00:05:21.539200] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOF' from 'https://tdm.silogroup.org/data/derivative_storage/FOF.csv'. [2025-10-09T00:05:21.549567] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FOF'. [2025-10-09T00:05:21.549907] [INFO ] [FORECASTER] Starting predict_future for FOF [2025-10-09T00:05:21.575100] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:21.575886] [DEBUG] [LOCAL ] No optimal features file found for FOF: ./output/feature-sets/FOF.txt [2025-10-09T00:05:21.575964] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:21.576036] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:21.576103] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:21.576199] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:21.596745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:21.597347] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:21.597453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:21.597522] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:21.629460] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:21.629556] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:21.629612] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:21.629672] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:21.632865] [DEBUG] [FORECASTER] FOF: Forecast T+1@11:T+2@11: DOWN (p=12.78%) [2025-10-09T00:05:21.633141] [INFO ] [FORECASTER] Completed predict_future for FOF [2025-10-09T00:05:21.633273] [INFO ] [sig ] FOF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:21.775025] [INFO ] [LOCAL ] Saved forecast: FOF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FOF.txt [2025-10-09T00:05:21.775283] [WARN ] [sig ] [805/2211] Failed FOF after 0.2s | 4.48 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:21.775359] [INFO ] [sig ] [806/2211] Forecasting FOR... [2025-10-09T00:05:21.775429] [INFO ] [sig ] Generating forecast for: FOR [2025-10-09T00:05:21.775500] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOR' from 'https://tdm.silogroup.org/data/derivative_storage/FOR.csv'. [2025-10-09T00:05:21.785434] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FOR'. [2025-10-09T00:05:21.785764] [INFO ] [FORECASTER] Starting predict_future for FOR [2025-10-09T00:05:21.811110] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:21.811895] [DEBUG] [LOCAL ] No optimal features file found for FOR: ./output/feature-sets/FOR.txt [2025-10-09T00:05:21.811972] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:21.812043] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:21.812111] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:21.812207] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:21.830233] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:21.830853] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:21.830956] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:21.831025] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:21.868663] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:21.868884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:21.868936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:21.868972] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:21.872866] [DEBUG] [FORECASTER] FOR: Forecast T+1@11:T+2@11: DOWN (p=10.65%) [2025-10-09T00:05:21.873186] [INFO ] [FORECASTER] Completed predict_future for FOR [2025-10-09T00:05:21.873339] [INFO ] [sig ] FOR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:22.016825] [INFO ] [LOCAL ] Saved forecast: FOR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FOR.txt [2025-10-09T00:05:22.017132] [WARN ] [sig ] [806/2211] Failed FOR after 0.2s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:22.017220] [INFO ] [sig ] [807/2211] Forecasting FOUR... [2025-10-09T00:05:22.017295] [INFO ] [sig ] Generating forecast for: FOUR [2025-10-09T00:05:22.017369] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOUR' from 'https://tdm.silogroup.org/data/derivative_storage/FOUR.csv'. [2025-10-09T00:05:22.028819] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FOUR'. [2025-10-09T00:05:22.029292] [INFO ] [FORECASTER] Starting predict_future for FOUR [2025-10-09T00:05:22.055605] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:22.056453] [DEBUG] [LOCAL ] No optimal features file found for FOUR: ./output/feature-sets/FOUR.txt [2025-10-09T00:05:22.056534] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:22.056607] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:22.056715] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:22.056816] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:22.075229] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:22.076009] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:22.076134] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:22.076208] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:22.116076] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:22.116257] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:22.116305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:22.116341] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:22.120049] [DEBUG] [FORECASTER] FOUR: Forecast T+1@11:T+2@11: UP (p=89.21%) [2025-10-09T00:05:22.120361] [INFO ] [FORECASTER] Completed predict_future for FOUR [2025-10-09T00:05:22.120516] [INFO ] [sig ] FOUR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:22.274180] [INFO ] [LOCAL ] Saved forecast: FOUR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FOUR.txt [2025-10-09T00:05:22.274513] [WARN ] [sig ] [807/2211] Failed FOUR after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:22.274599] [INFO ] [sig ] [808/2211] Forecasting FPF... [2025-10-09T00:05:22.274707] [INFO ] [sig ] Generating forecast for: FPF [2025-10-09T00:05:22.274783] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FPF' from 'https://tdm.silogroup.org/data/derivative_storage/FPF.csv'. [2025-10-09T00:05:22.285467] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FPF'. [2025-10-09T00:05:22.285896] [INFO ] [FORECASTER] Starting predict_future for FPF [2025-10-09T00:05:22.313119] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:22.314028] [DEBUG] [LOCAL ] No optimal features file found for FPF: ./output/feature-sets/FPF.txt [2025-10-09T00:05:22.314109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:22.314188] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:22.314258] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:22.314360] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:22.332982] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:22.333590] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:22.333726] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:22.333798] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:22.372063] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:22.372183] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:22.372227] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:22.372262] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:22.375591] [DEBUG] [FORECASTER] FPF: Forecast T+1@11:T+2@11: DOWN (p=34.90%) [2025-10-09T00:05:22.375915] [INFO ] [FORECASTER] Completed predict_future for FPF [2025-10-09T00:05:22.376080] [INFO ] [sig ] FPF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:22.527437] [INFO ] [LOCAL ] Saved forecast: FPF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FPF.txt [2025-10-09T00:05:22.527727] [WARN ] [sig ] [808/2211] Failed FPF after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:22.527808] [INFO ] [sig ] [809/2211] Forecasting FPH... [2025-10-09T00:05:22.527859] [INFO ] [sig ] Generating forecast for: FPH [2025-10-09T00:05:22.527900] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FPH' from 'https://tdm.silogroup.org/data/derivative_storage/FPH.csv'. [2025-10-09T00:05:22.538468] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FPH'. [2025-10-09T00:05:22.538981] [INFO ] [FORECASTER] Starting predict_future for FPH [2025-10-09T00:05:22.567983] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:22.569080] [DEBUG] [LOCAL ] No optimal features file found for FPH: ./output/feature-sets/FPH.txt [2025-10-09T00:05:22.569160] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:22.569282] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:22.569359] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:22.569476] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:22.588949] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:22.589635] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:22.589772] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:22.589820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:22.627928] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:22.628035] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:22.628078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:22.628112] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:22.631363] [DEBUG] [FORECASTER] FPH: Forecast T+1@11:T+2@11: DOWN (p=42.81%) [2025-10-09T00:05:22.631672] [INFO ] [FORECASTER] Completed predict_future for FPH [2025-10-09T00:05:22.631919] [INFO ] [sig ] FPH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:22.787906] [INFO ] [LOCAL ] Saved forecast: FPH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FPH.txt [2025-10-09T00:05:22.788168] [WARN ] [sig ] [809/2211] Failed FPH after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:22.788247] [INFO ] [sig ] [810/2211] Forecasting FPI... [2025-10-09T00:05:22.788316] [INFO ] [sig ] Generating forecast for: FPI [2025-10-09T00:05:22.788388] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FPI' from 'https://tdm.silogroup.org/data/derivative_storage/FPI.csv'. [2025-10-09T00:05:22.799355] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FPI'. [2025-10-09T00:05:22.799702] [INFO ] [FORECASTER] Starting predict_future for FPI [2025-10-09T00:05:22.826299] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:22.827129] [DEBUG] [LOCAL ] No optimal features file found for FPI: ./output/feature-sets/FPI.txt [2025-10-09T00:05:22.827210] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:22.827283] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:22.827353] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:22.827455] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:22.846546] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:22.847174] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:22.847283] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:22.847354] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:22.887750] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:22.887910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:22.887963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:22.888000] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:22.891388] [DEBUG] [FORECASTER] FPI: Forecast T+1@11:T+2@11: DOWN (p=10.50%) [2025-10-09T00:05:22.891708] [INFO ] [FORECASTER] Completed predict_future for FPI [2025-10-09T00:05:22.891871] [INFO ] [sig ] FPI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:23.045959] [INFO ] [LOCAL ] Saved forecast: FPI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FPI.txt [2025-10-09T00:05:23.046227] [WARN ] [sig ] [810/2211] Failed FPI after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:23.046307] [INFO ] [sig ] [811/2211] Forecasting FR... [2025-10-09T00:05:23.046378] [INFO ] [sig ] Generating forecast for: FR [2025-10-09T00:05:23.046452] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FR' from 'https://tdm.silogroup.org/data/derivative_storage/FR.csv'. [2025-10-09T00:05:23.056828] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FR'. [2025-10-09T00:05:23.057187] [INFO ] [FORECASTER] Starting predict_future for FR [2025-10-09T00:05:23.084134] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:23.084974] [DEBUG] [LOCAL ] No optimal features file found for FR: ./output/feature-sets/FR.txt [2025-10-09T00:05:23.085055] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:23.085142] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:23.085227] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:23.085352] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:23.103816] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:23.104596] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:23.104888] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:23.104964] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:23.141663] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:23.141794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:23.141837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:23.141870] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:23.145109] [DEBUG] [FORECASTER] FR: Forecast T+1@11:T+2@11: UP (p=97.70%) [2025-10-09T00:05:23.145395] [INFO ] [FORECASTER] Completed predict_future for FR [2025-10-09T00:05:23.145536] [INFO ] [sig ] FR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:23.293186] [INFO ] [LOCAL ] Saved forecast: FR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FR.txt [2025-10-09T00:05:23.293441] [WARN ] [sig ] [811/2211] Failed FR after 0.2s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:23.293542] [INFO ] [sig ] [812/2211] Forecasting FRA... [2025-10-09T00:05:23.293617] [INFO ] [sig ] Generating forecast for: FRA [2025-10-09T00:05:23.293717] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRA' from 'https://tdm.silogroup.org/data/derivative_storage/FRA.csv'. [2025-10-09T00:05:23.304020] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FRA'. [2025-10-09T00:05:23.304358] [INFO ] [FORECASTER] Starting predict_future for FRA [2025-10-09T00:05:23.330248] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:23.331125] [DEBUG] [LOCAL ] No optimal features file found for FRA: ./output/feature-sets/FRA.txt [2025-10-09T00:05:23.331206] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:23.331292] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:23.331374] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:23.331501] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:23.350259] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:23.350932] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:23.351040] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:23.351129] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:23.386147] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:23.386273] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:23.386333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:23.386369] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:23.389738] [DEBUG] [FORECASTER] FRA: Forecast T+1@11:T+2@11: DOWN (p=6.47%) [2025-10-09T00:05:23.390035] [INFO ] [FORECASTER] Completed predict_future for FRA [2025-10-09T00:05:23.390179] [INFO ] [sig ] FRA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:23.541749] [INFO ] [LOCAL ] Saved forecast: FRA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FRA.txt [2025-10-09T00:05:23.542049] [WARN ] [sig ] [812/2211] Failed FRA after 0.2s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:23.542135] [INFO ] [sig ] [813/2211] Forecasting FRGE... [2025-10-09T00:05:23.542184] [INFO ] [sig ] Generating forecast for: FRGE [2025-10-09T00:05:23.542250] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRGE' from 'https://tdm.silogroup.org/data/derivative_storage/FRGE.csv'. [2025-10-09T00:05:23.547293] [WARN ] [REMOTE ] Historical data not found for symbol 'FRGE' (404). [2025-10-09T00:05:23.547568] [FATAL] [sig ] FRGE: No historical data fetched. [2025-10-09T00:05:23.547689] [WARN ] [sig ] [813/2211] Failed FRGE after 0.0s | 4.48 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:23.547767] [INFO ] [sig ] [814/2211] Forecasting FRO... [2025-10-09T00:05:23.547838] [INFO ] [sig ] Generating forecast for: FRO [2025-10-09T00:05:23.547908] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRO' from 'https://tdm.silogroup.org/data/derivative_storage/FRO.csv'. [2025-10-09T00:05:23.558025] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FRO'. [2025-10-09T00:05:23.558374] [INFO ] [FORECASTER] Starting predict_future for FRO [2025-10-09T00:05:23.585102] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:23.585921] [DEBUG] [LOCAL ] No optimal features file found for FRO: ./output/feature-sets/FRO.txt [2025-10-09T00:05:23.586000] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:23.586072] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:23.586141] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:23.586241] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:23.604674] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:23.605277] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:23.605385] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:23.605456] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:23.641974] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:23.642103] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:23.642149] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:23.642185] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:23.645532] [DEBUG] [FORECASTER] FRO: Forecast T+1@11:T+2@11: DOWN (p=25.73%) [2025-10-09T00:05:23.645856] [INFO ] [FORECASTER] Completed predict_future for FRO [2025-10-09T00:05:23.646012] [INFO ] [sig ] FRO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:23.797591] [INFO ] [LOCAL ] Saved forecast: FRO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FRO.txt [2025-10-09T00:05:23.797870] [WARN ] [sig ] [814/2211] Failed FRO after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:23.797951] [INFO ] [sig ] [815/2211] Forecasting FRT... [2025-10-09T00:05:23.798022] [INFO ] [sig ] Generating forecast for: FRT [2025-10-09T00:05:23.798093] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRT' from 'https://tdm.silogroup.org/data/derivative_storage/FRT.csv'. [2025-10-09T00:05:23.807777] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FRT'. [2025-10-09T00:05:23.808098] [INFO ] [FORECASTER] Starting predict_future for FRT [2025-10-09T00:05:23.833512] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:23.834299] [DEBUG] [LOCAL ] No optimal features file found for FRT: ./output/feature-sets/FRT.txt [2025-10-09T00:05:23.834377] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:23.834449] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:23.834517] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:23.834614] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:23.853991] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:23.854593] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:23.854723] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:23.854795] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:23.891206] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:23.891334] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:23.891378] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:23.891412] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:23.894926] [DEBUG] [FORECASTER] FRT: Forecast T+1@11:T+2@11: DOWN (p=22.49%) [2025-10-09T00:05:23.895209] [INFO ] [FORECASTER] Completed predict_future for FRT [2025-10-09T00:05:23.895349] [INFO ] [sig ] FRT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:24.046345] [INFO ] [LOCAL ] Saved forecast: FRT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FRT.txt [2025-10-09T00:05:24.046632] [WARN ] [sig ] [815/2211] Failed FRT after 0.2s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:24.046743] [INFO ] [sig ] [816/2211] Forecasting FSCO... [2025-10-09T00:05:24.046815] [INFO ] [sig ] Generating forecast for: FSCO [2025-10-09T00:05:24.046889] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSCO' from 'https://tdm.silogroup.org/data/derivative_storage/FSCO.csv'. [2025-10-09T00:05:24.056916] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FSCO'. [2025-10-09T00:05:24.057284] [INFO ] [FORECASTER] Starting predict_future for FSCO [2025-10-09T00:05:24.082757] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:24.083507] [DEBUG] [LOCAL ] No optimal features file found for FSCO: ./output/feature-sets/FSCO.txt [2025-10-09T00:05:24.083586] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:24.083681] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:24.083752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:24.083851] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:24.101636] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:24.102358] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:24.102472] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:24.102543] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:24.137483] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:24.137597] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:24.137662] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:24.137730] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:24.141027] [DEBUG] [FORECASTER] FSCO: Forecast T+1@11:T+2@11: UP (p=59.16%) [2025-10-09T00:05:24.141315] [INFO ] [FORECASTER] Completed predict_future for FSCO [2025-10-09T00:05:24.141480] [INFO ] [sig ] FSCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:24.300395] [INFO ] [LOCAL ] Saved forecast: FSCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FSCO.txt [2025-10-09T00:05:24.300756] [WARN ] [sig ] [816/2211] Failed FSCO after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:24.300840] [INFO ] [sig ] [817/2211] Forecasting FSK... [2025-10-09T00:05:24.300910] [INFO ] [sig ] Generating forecast for: FSK [2025-10-09T00:05:24.300982] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSK' from 'https://tdm.silogroup.org/data/derivative_storage/FSK.csv'. [2025-10-09T00:05:24.312476] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FSK'. [2025-10-09T00:05:24.312884] [INFO ] [FORECASTER] Starting predict_future for FSK [2025-10-09T00:05:24.338385] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:24.339150] [DEBUG] [LOCAL ] No optimal features file found for FSK: ./output/feature-sets/FSK.txt [2025-10-09T00:05:24.339228] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:24.339334] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:24.339403] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:24.339502] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:24.357370] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:24.357996] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:24.358101] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:24.358171] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:24.399045] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:24.399166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:24.399208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:24.399266] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:24.402574] [DEBUG] [FORECASTER] FSK: Forecast T+1@11:T+2@11: UP (p=95.49%) [2025-10-09T00:05:24.402911] [INFO ] [FORECASTER] Completed predict_future for FSK [2025-10-09T00:05:24.403065] [INFO ] [sig ] FSK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:24.559500] [INFO ] [LOCAL ] Saved forecast: FSK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FSK.txt [2025-10-09T00:05:24.559803] [WARN ] [sig ] [817/2211] Failed FSK after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:24.559886] [INFO ] [sig ] [818/2211] Forecasting FSLY... [2025-10-09T00:05:24.559956] [INFO ] [sig ] Generating forecast for: FSLY [2025-10-09T00:05:24.560003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSLY' from 'https://tdm.silogroup.org/data/derivative_storage/FSLY.csv'. [2025-10-09T00:05:24.571443] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FSLY'. [2025-10-09T00:05:24.571927] [INFO ] [FORECASTER] Starting predict_future for FSLY [2025-10-09T00:05:24.598136] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:24.599025] [DEBUG] [LOCAL ] No optimal features file found for FSLY: ./output/feature-sets/FSLY.txt [2025-10-09T00:05:24.599107] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:24.599182] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:24.599285] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:24.599390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:24.618443] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:24.619226] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:24.619387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:24.619487] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:24.669811] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:24.669977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:24.670040] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:24.670077] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:24.673577] [DEBUG] [FORECASTER] FSLY: Forecast T+1@11:T+2@11: DOWN (p=1.97%) [2025-10-09T00:05:24.673901] [INFO ] [FORECASTER] Completed predict_future for FSLY [2025-10-09T00:05:24.674070] [INFO ] [sig ] FSLY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:24.824025] [INFO ] [LOCAL ] Saved forecast: FSLY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FSLY.txt [2025-10-09T00:05:24.824374] [WARN ] [sig ] [818/2211] Failed FSLY after 0.3s | 4.47 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T00:05:24.824456] [INFO ] [sig ] [819/2211] Forecasting FSM... [2025-10-09T00:05:24.824557] [INFO ] [sig ] Generating forecast for: FSM [2025-10-09T00:05:24.824735] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSM' from 'https://tdm.silogroup.org/data/derivative_storage/FSM.csv'. [2025-10-09T00:05:24.837633] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FSM'. [2025-10-09T00:05:24.838235] [INFO ] [FORECASTER] Starting predict_future for FSM [2025-10-09T00:05:24.869984] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:24.870905] [DEBUG] [LOCAL ] No optimal features file found for FSM: ./output/feature-sets/FSM.txt [2025-10-09T00:05:24.870987] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:24.871063] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:24.871151] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:24.871273] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:24.893186] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:24.894117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:24.894268] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:24.894365] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:24.940289] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:24.940507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:24.940586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:24.940633] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:24.945868] [DEBUG] [FORECASTER] FSM: Forecast T+1@11:T+2@11: DOWN (p=2.08%) [2025-10-09T00:05:24.946249] [INFO ] [FORECASTER] Completed predict_future for FSM [2025-10-09T00:05:24.946420] [INFO ] [sig ] FSM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:25.123137] [INFO ] [LOCAL ] Saved forecast: FSM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FSM.txt [2025-10-09T00:05:25.123489] [WARN ] [sig ] [819/2211] Failed FSM after 0.3s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:25.123608] [INFO ] [sig ] [820/2211] Forecasting FSS... [2025-10-09T00:05:25.123715] [INFO ] [sig ] Generating forecast for: FSS [2025-10-09T00:05:25.123804] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSS' from 'https://tdm.silogroup.org/data/derivative_storage/FSS.csv'. [2025-10-09T00:05:25.135622] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FSS'. [2025-10-09T00:05:25.136052] [INFO ] [FORECASTER] Starting predict_future for FSS [2025-10-09T00:05:25.162694] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:25.163458] [DEBUG] [LOCAL ] No optimal features file found for FSS: ./output/feature-sets/FSS.txt [2025-10-09T00:05:25.163543] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:25.163620] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:25.163717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:25.163872] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:25.181876] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:25.182469] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:25.182580] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:25.182679] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:25.227552] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:25.227712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:25.227776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:25.227812] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:25.231215] [DEBUG] [FORECASTER] FSS: Forecast T+1@11:T+2@11: DOWN (p=7.01%) [2025-10-09T00:05:25.231498] [INFO ] [FORECASTER] Completed predict_future for FSS [2025-10-09T00:05:25.231670] [INFO ] [sig ] FSS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:25.371486] [INFO ] [LOCAL ] Saved forecast: FSS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FSS.txt [2025-10-09T00:05:25.371740] [WARN ] [sig ] [820/2211] Failed FSS after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:25.371826] [INFO ] [sig ] [821/2211] Forecasting FT... [2025-10-09T00:05:25.371899] [INFO ] [sig ] Generating forecast for: FT [2025-10-09T00:05:25.371971] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FT' from 'https://tdm.silogroup.org/data/derivative_storage/FT.csv'. [2025-10-09T00:05:25.382959] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FT'. [2025-10-09T00:05:25.383353] [INFO ] [FORECASTER] Starting predict_future for FT [2025-10-09T00:05:25.409055] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:25.409910] [DEBUG] [LOCAL ] No optimal features file found for FT: ./output/feature-sets/FT.txt [2025-10-09T00:05:25.409992] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:25.410067] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:25.410114] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:25.410205] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:25.427514] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:25.428153] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:25.428266] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:25.428337] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:25.469343] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:25.469452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:25.469493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:25.469526] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:25.472796] [DEBUG] [FORECASTER] FT: Forecast T+1@11:T+2@11: DOWN (p=12.05%) [2025-10-09T00:05:25.473078] [INFO ] [FORECASTER] Completed predict_future for FT [2025-10-09T00:05:25.473240] [INFO ] [sig ] FT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:25.614570] [INFO ] [LOCAL ] Saved forecast: FT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FT.txt [2025-10-09T00:05:25.614858] [WARN ] [sig ] [821/2211] Failed FT after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:25.614939] [INFO ] [sig ] [822/2211] Forecasting FTHY... [2025-10-09T00:05:25.615011] [INFO ] [sig ] Generating forecast for: FTHY [2025-10-09T00:05:25.615083] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTHY' from 'https://tdm.silogroup.org/data/derivative_storage/FTHY.csv'. [2025-10-09T00:05:25.626269] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FTHY'. [2025-10-09T00:05:25.626609] [INFO ] [FORECASTER] Starting predict_future for FTHY [2025-10-09T00:05:25.652041] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:25.652821] [DEBUG] [LOCAL ] No optimal features file found for FTHY: ./output/feature-sets/FTHY.txt [2025-10-09T00:05:25.652902] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:25.652976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:25.653044] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:25.653145] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:25.670688] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:25.671277] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:25.671385] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:25.671457] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:25.713444] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:25.713555] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:25.713596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:25.713629] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:25.716912] [DEBUG] [FORECASTER] FTHY: Forecast T+1@11:T+2@11: UP (p=98.92%) [2025-10-09T00:05:25.717199] [INFO ] [FORECASTER] Completed predict_future for FTHY [2025-10-09T00:05:25.717344] [INFO ] [sig ] FTHY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:25.858720] [INFO ] [LOCAL ] Saved forecast: FTHY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FTHY.txt [2025-10-09T00:05:25.859017] [WARN ] [sig ] [822/2211] Failed FTHY after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:25.859096] [INFO ] [sig ] [823/2211] Forecasting FTI... [2025-10-09T00:05:25.859164] [INFO ] [sig ] Generating forecast for: FTI [2025-10-09T00:05:25.859211] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTI' from 'https://tdm.silogroup.org/data/derivative_storage/FTI.csv'. [2025-10-09T00:05:25.869843] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FTI'. [2025-10-09T00:05:25.870179] [INFO ] [FORECASTER] Starting predict_future for FTI [2025-10-09T00:05:25.895572] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:25.896359] [DEBUG] [LOCAL ] No optimal features file found for FTI: ./output/feature-sets/FTI.txt [2025-10-09T00:05:25.896441] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:25.896513] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:25.896581] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:25.896712] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:25.914487] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:25.915101] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:25.915211] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:25.915279] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:25.954454] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:25.954578] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:25.954621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:25.954688] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:25.957945] [DEBUG] [FORECASTER] FTI: Forecast T+1@11:T+2@11: UP (p=90.70%) [2025-10-09T00:05:25.958232] [INFO ] [FORECASTER] Completed predict_future for FTI [2025-10-09T00:05:25.958382] [INFO ] [sig ] FTI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:26.100538] [INFO ] [LOCAL ] Saved forecast: FTI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FTI.txt [2025-10-09T00:05:26.100834] [WARN ] [sig ] [823/2211] Failed FTI after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:26.100914] [INFO ] [sig ] [824/2211] Forecasting FTK... [2025-10-09T00:05:26.100984] [INFO ] [sig ] Generating forecast for: FTK [2025-10-09T00:05:26.101055] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTK' from 'https://tdm.silogroup.org/data/derivative_storage/FTK.csv'. [2025-10-09T00:05:26.111411] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FTK'. [2025-10-09T00:05:26.111757] [INFO ] [FORECASTER] Starting predict_future for FTK [2025-10-09T00:05:26.137049] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:26.137872] [DEBUG] [LOCAL ] No optimal features file found for FTK: ./output/feature-sets/FTK.txt [2025-10-09T00:05:26.137954] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:26.138028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:26.138097] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:26.138196] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:26.155953] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:26.156533] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:26.156660] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:26.156734] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:26.192407] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:26.192515] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:26.192555] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:26.192588] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:26.195788] [DEBUG] [FORECASTER] FTK: Forecast T+1@11:T+2@11: DOWN (p=12.19%) [2025-10-09T00:05:26.196075] [INFO ] [FORECASTER] Completed predict_future for FTK [2025-10-09T00:05:26.196221] [INFO ] [sig ] FTK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:26.337980] [INFO ] [LOCAL ] Saved forecast: FTK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FTK.txt [2025-10-09T00:05:26.338298] [WARN ] [sig ] [824/2211] Failed FTK after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:26.338379] [INFO ] [sig ] [825/2211] Forecasting FTS... [2025-10-09T00:05:26.338449] [INFO ] [sig ] Generating forecast for: FTS [2025-10-09T00:05:26.338521] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTS' from 'https://tdm.silogroup.org/data/derivative_storage/FTS.csv'. [2025-10-09T00:05:26.349988] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FTS'. [2025-10-09T00:05:26.350474] [INFO ] [FORECASTER] Starting predict_future for FTS [2025-10-09T00:05:26.376218] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:26.377104] [DEBUG] [LOCAL ] No optimal features file found for FTS: ./output/feature-sets/FTS.txt [2025-10-09T00:05:26.377188] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:26.377260] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:26.377331] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:26.377431] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:26.395119] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:26.395958] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:26.396073] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:26.396143] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:26.432939] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:26.433152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:26.433204] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:26.433291] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:26.436997] [DEBUG] [FORECASTER] FTS: Forecast T+1@11:T+2@11: DOWN (p=2.67%) [2025-10-09T00:05:26.437300] [INFO ] [FORECASTER] Completed predict_future for FTS [2025-10-09T00:05:26.437442] [INFO ] [sig ] FTS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:26.579320] [INFO ] [LOCAL ] Saved forecast: FTS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FTS.txt [2025-10-09T00:05:26.579588] [WARN ] [sig ] [825/2211] Failed FTS after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:26.579689] [INFO ] [sig ] [826/2211] Forecasting FTV... [2025-10-09T00:05:26.579760] [INFO ] [sig ] Generating forecast for: FTV [2025-10-09T00:05:26.579831] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTV' from 'https://tdm.silogroup.org/data/derivative_storage/FTV.csv'. [2025-10-09T00:05:26.590064] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FTV'. [2025-10-09T00:05:26.590376] [INFO ] [FORECASTER] Starting predict_future for FTV [2025-10-09T00:05:26.615659] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:26.616410] [DEBUG] [LOCAL ] No optimal features file found for FTV: ./output/feature-sets/FTV.txt [2025-10-09T00:05:26.616489] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:26.616561] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:26.616629] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:26.616750] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:26.634307] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:26.634925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:26.635029] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:26.635099] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:26.671048] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:26.671235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:26.671285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:26.671319] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:26.674973] [DEBUG] [FORECASTER] FTV: Forecast T+1@11:T+2@11: UP (p=78.88%) [2025-10-09T00:05:26.675266] [INFO ] [FORECASTER] Completed predict_future for FTV [2025-10-09T00:05:26.675405] [INFO ] [sig ] FTV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:26.818093] [INFO ] [LOCAL ] Saved forecast: FTV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FTV.txt [2025-10-09T00:05:26.818349] [WARN ] [sig ] [826/2211] Failed FTV after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:26.818427] [INFO ] [sig ] [827/2211] Forecasting FTWO... [2025-10-09T00:05:26.818496] [INFO ] [sig ] Generating forecast for: FTWO [2025-10-09T00:05:26.818567] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTWO' from 'https://tdm.silogroup.org/data/derivative_storage/FTWO.csv'. [2025-10-09T00:05:26.827672] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'FTWO'. [2025-10-09T00:05:26.827983] [INFO ] [FORECASTER] Starting predict_future for FTWO [2025-10-09T00:05:26.853748] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:26.854494] [DEBUG] [LOCAL ] No optimal features file found for FTWO: ./output/feature-sets/FTWO.txt [2025-10-09T00:05:26.854573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:26.854665] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:26.854733] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:26.854844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:26.872230] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:26.872884] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:26.872989] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:26.873060] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:26.909116] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:26.909220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:26.909299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:26.909343] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:26.912533] [DEBUG] [FORECASTER] FTWO: Forecast T+1@11:T+2@11: UP (p=54.38%) [2025-10-09T00:05:26.912844] [INFO ] [FORECASTER] Completed predict_future for FTWO [2025-10-09T00:05:26.912998] [INFO ] [sig ] FTWO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:27.051941] [INFO ] [LOCAL ] Saved forecast: FTWO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FTWO.txt [2025-10-09T00:05:27.052187] [WARN ] [sig ] [827/2211] Failed FTWO after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:27.052266] [INFO ] [sig ] [828/2211] Forecasting FUBO... [2025-10-09T00:05:27.052336] [INFO ] [sig ] Generating forecast for: FUBO [2025-10-09T00:05:27.052407] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FUBO' from 'https://tdm.silogroup.org/data/derivative_storage/FUBO.csv'. [2025-10-09T00:05:27.062353] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FUBO'. [2025-10-09T00:05:27.062695] [INFO ] [FORECASTER] Starting predict_future for FUBO [2025-10-09T00:05:27.088034] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:27.088850] [DEBUG] [LOCAL ] No optimal features file found for FUBO: ./output/feature-sets/FUBO.txt [2025-10-09T00:05:27.088930] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:27.089002] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:27.089070] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:27.089166] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:27.106501] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:27.107116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:27.107226] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:27.107331] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:27.143808] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:27.143942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:27.144007] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:27.144045] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:27.147169] [DEBUG] [FORECASTER] FUBO: Forecast T+1@11:T+2@11: DOWN (p=38.29%) [2025-10-09T00:05:27.147443] [INFO ] [FORECASTER] Completed predict_future for FUBO [2025-10-09T00:05:27.147579] [INFO ] [sig ] FUBO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:27.286926] [INFO ] [LOCAL ] Saved forecast: FUBO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FUBO.txt [2025-10-09T00:05:27.287177] [WARN ] [sig ] [828/2211] Failed FUBO after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:27.287260] [INFO ] [sig ] [829/2211] Forecasting FUL... [2025-10-09T00:05:27.287329] [INFO ] [sig ] Generating forecast for: FUL [2025-10-09T00:05:27.287376] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FUL' from 'https://tdm.silogroup.org/data/derivative_storage/FUL.csv'. [2025-10-09T00:05:27.297460] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FUL'. [2025-10-09T00:05:27.297802] [INFO ] [FORECASTER] Starting predict_future for FUL [2025-10-09T00:05:27.323010] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:27.323765] [DEBUG] [LOCAL ] No optimal features file found for FUL: ./output/feature-sets/FUL.txt [2025-10-09T00:05:27.323843] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:27.323913] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:27.323981] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:27.324080] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:27.341478] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:27.342080] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:27.342185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:27.342254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:27.379558] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:27.379675] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:27.379738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:27.379776] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:27.382866] [DEBUG] [FORECASTER] FUL: Forecast T+1@11:T+2@11: UP (p=83.39%) [2025-10-09T00:05:27.383140] [INFO ] [FORECASTER] Completed predict_future for FUL [2025-10-09T00:05:27.383275] [INFO ] [sig ] FUL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:27.525040] [INFO ] [LOCAL ] Saved forecast: FUL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FUL.txt [2025-10-09T00:05:27.525318] [WARN ] [sig ] [829/2211] Failed FUL after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:27.525397] [INFO ] [sig ] [830/2211] Forecasting FUN... [2025-10-09T00:05:27.525467] [INFO ] [sig ] Generating forecast for: FUN [2025-10-09T00:05:27.525538] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FUN' from 'https://tdm.silogroup.org/data/derivative_storage/FUN.csv'. [2025-10-09T00:05:27.535370] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FUN'. [2025-10-09T00:05:27.535740] [INFO ] [FORECASTER] Starting predict_future for FUN [2025-10-09T00:05:27.561362] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:27.562175] [DEBUG] [LOCAL ] No optimal features file found for FUN: ./output/feature-sets/FUN.txt [2025-10-09T00:05:27.562254] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:27.562326] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:27.562395] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:27.562495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:27.580126] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:27.580941] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:27.581054] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:27.581123] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:27.616928] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:27.617146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:27.617197] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:27.617232] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:27.620971] [DEBUG] [FORECASTER] FUN: Forecast T+1@11:T+2@11: DOWN (p=21.53%) [2025-10-09T00:05:27.621279] [INFO ] [FORECASTER] Completed predict_future for FUN [2025-10-09T00:05:27.621423] [INFO ] [sig ] FUN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:27.765696] [INFO ] [LOCAL ] Saved forecast: FUN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FUN.txt [2025-10-09T00:05:27.766027] [WARN ] [sig ] [830/2211] Failed FUN after 0.2s | 4.47 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:27.766117] [INFO ] [sig ] [831/2211] Forecasting FVR... [2025-10-09T00:05:27.766188] [INFO ] [sig ] Generating forecast for: FVR [2025-10-09T00:05:27.766257] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FVR' from 'https://tdm.silogroup.org/data/derivative_storage/FVR.csv'. [2025-10-09T00:05:27.778012] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FVR'. [2025-10-09T00:05:27.778458] [INFO ] [FORECASTER] Starting predict_future for FVR [2025-10-09T00:05:27.810554] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:27.811964] [DEBUG] [LOCAL ] No optimal features file found for FVR: ./output/feature-sets/FVR.txt [2025-10-09T00:05:27.812043] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:27.812117] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:27.812188] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:27.812291] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:27.830055] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:27.830701] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:27.830810] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:27.830881] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:27.876062] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:27.876254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:27.876310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:27.876345] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:27.879889] [DEBUG] [FORECASTER] FVR: Forecast T+1@11:T+2@11: UP (p=55.74%) [2025-10-09T00:05:27.880197] [INFO ] [FORECASTER] Completed predict_future for FVR [2025-10-09T00:05:27.880348] [INFO ] [sig ] FVR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:28.021671] [INFO ] [LOCAL ] Saved forecast: FVR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/FVR.txt [2025-10-09T00:05:28.021928] [WARN ] [sig ] [831/2211] Failed FVR after 0.3s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T00:05:28.022007] [INFO ] [sig ] [832/2211] Forecasting FVRR... [2025-10-09T00:05:28.022077] [INFO ] [sig ] Generating forecast for: FVRR [2025-10-09T00:05:28.022150] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FVRR' from 'https://tdm.silogroup.org/data/derivative_storage/FVRR.csv'. [2025-10-09T00:05:28.033494] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'FVRR'. [2025-10-09T00:05:28.033860] [INFO ] [FORECASTER] Starting predict_future for FVRR [2025-10-09T00:05:28.060173] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:28.061013] [DEBUG] [LOCAL ] No optimal features file found for FVRR: ./output/feature-sets/FVRR.txt [2025-10-09T00:05:28.061093] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:28.061166] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:28.061237] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:28.061337] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:28.079995] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:28.080800] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:28.080914] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:28.080986] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:28.120186] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:28.120300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:28.120343] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:28.120391] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:28.123799] [DEBUG] [FORECASTER] FVRR: Forecast T+1@11:T+2@11: DOWN (p=32.81%) [2025-10-09T00:05:28.124087] [INFO ] [FORECASTER] Completed predict_future for FVRR [2025-10-09T00:05:28.124233] [INFO ] [sig ] FVRR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:28.267312] [INFO ] [LOCAL ] Saved forecast: FVRR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FVRR.txt [2025-10-09T00:05:28.267579] [WARN ] [sig ] [832/2211] Failed FVRR after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:28.267681] [INFO ] [sig ] [833/2211] Forecasting FXED... [2025-10-09T00:05:28.267834] [INFO ] [sig ] Generating forecast for: FXED [2025-10-09T00:05:28.267907] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FXED' from 'https://tdm.silogroup.org/data/derivative_storage/FXED.csv'. [2025-10-09T00:05:28.277396] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'FXED'. [2025-10-09T00:05:28.277749] [INFO ] [FORECASTER] Starting predict_future for FXED [2025-10-09T00:05:28.303970] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:28.304964] [DEBUG] [LOCAL ] No optimal features file found for FXED: ./output/feature-sets/FXED.txt [2025-10-09T00:05:28.305045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:28.305118] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:28.305187] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:28.305302] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:28.323774] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:28.324426] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:28.324537] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:28.324609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:28.363567] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:28.363751] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:28.363813] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:28.363849] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:28.367296] [DEBUG] [FORECASTER] FXED: Forecast T+1@11:T+2@11: DOWN (p=16.81%) [2025-10-09T00:05:28.367589] [INFO ] [FORECASTER] Completed predict_future for FXED [2025-10-09T00:05:28.367775] [INFO ] [sig ] FXED: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:28.509912] [INFO ] [LOCAL ] Saved forecast: FXED 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/FXED.txt [2025-10-09T00:05:28.510170] [WARN ] [sig ] [833/2211] Failed FXED after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:28.510266] [INFO ] [sig ] [834/2211] Forecasting G... [2025-10-09T00:05:28.510351] [INFO ] [sig ] Generating forecast for: G [2025-10-09T00:05:28.510448] [DEBUG] [REMOTE ] Fetching historical data for symbol 'G' from 'https://tdm.silogroup.org/data/derivative_storage/G.csv'. [2025-10-09T00:05:28.520414] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'G'. [2025-10-09T00:05:28.520827] [INFO ] [FORECASTER] Starting predict_future for G [2025-10-09T00:05:28.546637] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:28.547561] [DEBUG] [LOCAL ] No optimal features file found for G: ./output/feature-sets/G.txt [2025-10-09T00:05:28.547665] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:28.547741] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:28.547825] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:28.547950] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:28.566419] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:28.567454] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:28.567582] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:28.567700] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:28.607172] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:28.607403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:28.607455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:28.607490] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:28.611428] [DEBUG] [FORECASTER] G: Forecast T+1@11:T+2@11: UP (p=92.41%) [2025-10-09T00:05:28.611802] [INFO ] [FORECASTER] Completed predict_future for G [2025-10-09T00:05:28.611965] [INFO ] [sig ] G: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:28.757187] [INFO ] [LOCAL ] Saved forecast: G 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/G.txt [2025-10-09T00:05:28.757452] [WARN ] [sig ] [834/2211] Failed G after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:28.757557] [INFO ] [sig ] [835/2211] Forecasting GAB... [2025-10-09T00:05:28.757665] [INFO ] [sig ] Generating forecast for: GAB [2025-10-09T00:05:28.757742] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GAB' from 'https://tdm.silogroup.org/data/derivative_storage/GAB.csv'. [2025-10-09T00:05:28.768545] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GAB'. [2025-10-09T00:05:28.769005] [INFO ] [FORECASTER] Starting predict_future for GAB [2025-10-09T00:05:28.794611] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:28.795463] [DEBUG] [LOCAL ] No optimal features file found for GAB: ./output/feature-sets/GAB.txt [2025-10-09T00:05:28.795543] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:28.795619] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:28.795715] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:28.795815] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:28.813592] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:28.814339] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:28.814453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:28.814530] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:28.852547] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:28.852792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:28.852857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:28.852893] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:28.856572] [DEBUG] [FORECASTER] GAB: Forecast T+1@11:T+2@11: UP (p=86.35%) [2025-10-09T00:05:28.856924] [INFO ] [FORECASTER] Completed predict_future for GAB [2025-10-09T00:05:28.857080] [INFO ] [sig ] GAB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:28.996966] [INFO ] [LOCAL ] Saved forecast: GAB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GAB.txt [2025-10-09T00:05:28.997202] [WARN ] [sig ] [835/2211] Failed GAB after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:28.997279] [INFO ] [sig ] [836/2211] Forecasting GAM... [2025-10-09T00:05:28.997349] [INFO ] [sig ] Generating forecast for: GAM [2025-10-09T00:05:28.997401] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GAM' from 'https://tdm.silogroup.org/data/derivative_storage/GAM.csv'. [2025-10-09T00:05:29.007373] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GAM'. [2025-10-09T00:05:29.007784] [INFO ] [FORECASTER] Starting predict_future for GAM [2025-10-09T00:05:29.033089] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:29.033941] [DEBUG] [LOCAL ] No optimal features file found for GAM: ./output/feature-sets/GAM.txt [2025-10-09T00:05:29.034019] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:29.034090] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:29.034157] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:29.034275] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:29.051520] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:29.052125] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:29.052231] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:29.052300] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:29.086684] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:29.086780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:29.086821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:29.086854] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:29.089966] [DEBUG] [FORECASTER] GAM: Forecast T+1@11:T+2@11: UP (p=98.15%) [2025-10-09T00:05:29.090238] [INFO ] [FORECASTER] Completed predict_future for GAM [2025-10-09T00:05:29.090379] [INFO ] [sig ] GAM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:29.230723] [INFO ] [LOCAL ] Saved forecast: GAM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GAM.txt [2025-10-09T00:05:29.230954] [WARN ] [sig ] [836/2211] Failed GAM after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:29.231031] [INFO ] [sig ] [837/2211] Forecasting GAP... [2025-10-09T00:05:29.231101] [INFO ] [sig ] Generating forecast for: GAP [2025-10-09T00:05:29.231172] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GAP' from 'https://tdm.silogroup.org/data/derivative_storage/GAP.csv'. [2025-10-09T00:05:29.241059] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GAP'. [2025-10-09T00:05:29.241381] [INFO ] [FORECASTER] Starting predict_future for GAP [2025-10-09T00:05:29.266516] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:29.267295] [DEBUG] [LOCAL ] No optimal features file found for GAP: ./output/feature-sets/GAP.txt [2025-10-09T00:05:29.267377] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:29.267448] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:29.267516] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:29.267615] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:29.285354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:29.285956] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:29.286060] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:29.286129] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:29.320084] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:29.320204] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:29.320246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:29.320279] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:29.323533] [DEBUG] [FORECASTER] GAP: Forecast T+1@11:T+2@11: DOWN (p=4.19%) [2025-10-09T00:05:29.323849] [INFO ] [FORECASTER] Completed predict_future for GAP [2025-10-09T00:05:29.323999] [INFO ] [sig ] GAP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:29.464438] [INFO ] [LOCAL ] Saved forecast: GAP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GAP.txt [2025-10-09T00:05:29.464706] [WARN ] [sig ] [837/2211] Failed GAP after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:29.464794] [INFO ] [sig ] [838/2211] Forecasting GATX... [2025-10-09T00:05:29.464865] [INFO ] [sig ] Generating forecast for: GATX [2025-10-09T00:05:29.464936] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GATX' from 'https://tdm.silogroup.org/data/derivative_storage/GATX.csv'. [2025-10-09T00:05:29.474809] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GATX'. [2025-10-09T00:05:29.475138] [INFO ] [FORECASTER] Starting predict_future for GATX [2025-10-09T00:05:29.500303] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:29.501078] [DEBUG] [LOCAL ] No optimal features file found for GATX: ./output/feature-sets/GATX.txt [2025-10-09T00:05:29.501155] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:29.501227] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:29.501295] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:29.501392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:29.518811] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:29.519420] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:29.519526] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:29.519596] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:29.558962] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:29.559055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:29.559097] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:29.559129] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:29.562286] [DEBUG] [FORECASTER] GATX: Forecast T+1@11:T+2@11: DOWN (p=47.32%) [2025-10-09T00:05:29.562562] [INFO ] [FORECASTER] Completed predict_future for GATX [2025-10-09T00:05:29.562736] [INFO ] [sig ] GATX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:29.709766] [INFO ] [LOCAL ] Saved forecast: GATX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GATX.txt [2025-10-09T00:05:29.710116] [WARN ] [sig ] [838/2211] Failed GATX after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:29.710198] [INFO ] [sig ] [839/2211] Forecasting GBAB... [2025-10-09T00:05:29.710267] [INFO ] [sig ] Generating forecast for: GBAB [2025-10-09T00:05:29.710366] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBAB' from 'https://tdm.silogroup.org/data/derivative_storage/GBAB.csv'. [2025-10-09T00:05:29.723561] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GBAB'. [2025-10-09T00:05:29.724122] [INFO ] [FORECASTER] Starting predict_future for GBAB [2025-10-09T00:05:29.751717] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:29.752546] [DEBUG] [LOCAL ] No optimal features file found for GBAB: ./output/feature-sets/GBAB.txt [2025-10-09T00:05:29.752632] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:29.752733] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:29.752809] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:29.752927] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:29.772044] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:29.772791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:29.772909] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:29.772978] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:29.816260] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:29.816403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:29.816448] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:29.816497] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:29.820104] [DEBUG] [FORECASTER] GBAB: Forecast T+1@11:T+2@11: UP (p=96.73%) [2025-10-09T00:05:29.820407] [INFO ] [FORECASTER] Completed predict_future for GBAB [2025-10-09T00:05:29.820562] [INFO ] [sig ] GBAB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:29.970282] [INFO ] [LOCAL ] Saved forecast: GBAB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GBAB.txt [2025-10-09T00:05:29.970582] [WARN ] [sig ] [839/2211] Failed GBAB after 0.3s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:29.970767] [INFO ] [sig ] [840/2211] Forecasting GBCI... [2025-10-09T00:05:29.970843] [INFO ] [sig ] Generating forecast for: GBCI [2025-10-09T00:05:29.970916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBCI' from 'https://tdm.silogroup.org/data/derivative_storage/GBCI.csv'. [2025-10-09T00:05:29.981398] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GBCI'. [2025-10-09T00:05:29.981802] [INFO ] [FORECASTER] Starting predict_future for GBCI [2025-10-09T00:05:30.008780] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:30.009751] [DEBUG] [LOCAL ] No optimal features file found for GBCI: ./output/feature-sets/GBCI.txt [2025-10-09T00:05:30.009836] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:30.009910] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:30.009982] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:30.010084] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:30.029429] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:30.030306] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:30.030427] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:30.030500] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:30.072858] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:30.072993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:30.073037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:30.073072] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:30.076591] [DEBUG] [FORECASTER] GBCI: Forecast T+1@11:T+2@11: UP (p=54.33%) [2025-10-09T00:05:30.076924] [INFO ] [FORECASTER] Completed predict_future for GBCI [2025-10-09T00:05:30.077082] [INFO ] [sig ] GBCI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:30.223081] [INFO ] [LOCAL ] Saved forecast: GBCI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GBCI.txt [2025-10-09T00:05:30.223382] [WARN ] [sig ] [840/2211] Failed GBCI after 0.3s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:30.223462] [INFO ] [sig ] [841/2211] Forecasting GBTG... [2025-10-09T00:05:30.223532] [INFO ] [sig ] Generating forecast for: GBTG [2025-10-09T00:05:30.223604] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBTG' from 'https://tdm.silogroup.org/data/derivative_storage/GBTG.csv'. [2025-10-09T00:05:30.234697] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GBTG'. [2025-10-09T00:05:30.235098] [INFO ] [FORECASTER] Starting predict_future for GBTG [2025-10-09T00:05:30.260633] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:30.261398] [DEBUG] [LOCAL ] No optimal features file found for GBTG: ./output/feature-sets/GBTG.txt [2025-10-09T00:05:30.261479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:30.261551] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:30.261621] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:30.261743] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:30.279205] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:30.279857] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:30.279965] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:30.280034] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:30.316418] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:30.316522] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:30.316563] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:30.316596] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:30.319841] [DEBUG] [FORECASTER] GBTG: Forecast T+1@11:T+2@11: DOWN (p=42.92%) [2025-10-09T00:05:30.320120] [INFO ] [FORECASTER] Completed predict_future for GBTG [2025-10-09T00:05:30.320261] [INFO ] [sig ] GBTG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:30.460684] [INFO ] [LOCAL ] Saved forecast: GBTG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GBTG.txt [2025-10-09T00:05:30.460949] [WARN ] [sig ] [841/2211] Failed GBTG after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:30.461028] [INFO ] [sig ] [842/2211] Forecasting GBX... [2025-10-09T00:05:30.461098] [INFO ] [sig ] Generating forecast for: GBX [2025-10-09T00:05:30.461170] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBX' from 'https://tdm.silogroup.org/data/derivative_storage/GBX.csv'. [2025-10-09T00:05:30.471447] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GBX'. [2025-10-09T00:05:30.471859] [INFO ] [FORECASTER] Starting predict_future for GBX [2025-10-09T00:05:30.497320] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:30.498167] [DEBUG] [LOCAL ] No optimal features file found for GBX: ./output/feature-sets/GBX.txt [2025-10-09T00:05:30.498251] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:30.498348] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:30.498457] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:30.498628] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:30.516212] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:30.516896] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:30.517024] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:30.517130] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:30.551849] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:30.551955] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:30.551999] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:30.552035] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:30.555752] [DEBUG] [FORECASTER] GBX: Forecast T+1@11:T+2@11: UP (p=95.49%) [2025-10-09T00:05:30.556069] [INFO ] [FORECASTER] Completed predict_future for GBX [2025-10-09T00:05:30.556219] [INFO ] [sig ] GBX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:30.696858] [INFO ] [LOCAL ] Saved forecast: GBX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GBX.txt [2025-10-09T00:05:30.697102] [WARN ] [sig ] [842/2211] Failed GBX after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T00:05:30.697194] [INFO ] [sig ] [843/2211] Forecasting GCI... [2025-10-09T00:05:30.697273] [INFO ] [sig ] Generating forecast for: GCI [2025-10-09T00:05:30.697345] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCI' from 'https://tdm.silogroup.org/data/derivative_storage/GCI.csv'. [2025-10-09T00:05:30.707735] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GCI'. [2025-10-09T00:05:30.708051] [INFO ] [FORECASTER] Starting predict_future for GCI [2025-10-09T00:05:30.733394] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:30.734236] [DEBUG] [LOCAL ] No optimal features file found for GCI: ./output/feature-sets/GCI.txt [2025-10-09T00:05:30.734321] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:30.734393] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:30.734471] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:30.734587] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:30.751948] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:30.752566] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:30.752715] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:30.752788] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:30.782103] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:30.782205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:30.782246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:30.782279] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:30.785478] [DEBUG] [FORECASTER] GCI: Forecast T+1@11:T+2@11: DOWN (p=22.87%) [2025-10-09T00:05:30.785804] [INFO ] [FORECASTER] Completed predict_future for GCI [2025-10-09T00:05:30.785955] [INFO ] [sig ] GCI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:30.926629] [INFO ] [LOCAL ] Saved forecast: GCI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GCI.txt [2025-10-09T00:05:30.926911] [WARN ] [sig ] [843/2211] Failed GCI after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:30.927011] [INFO ] [sig ] [844/2211] Forecasting GCO... [2025-10-09T00:05:30.927093] [INFO ] [sig ] Generating forecast for: GCO [2025-10-09T00:05:30.927174] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCO' from 'https://tdm.silogroup.org/data/derivative_storage/GCO.csv'. [2025-10-09T00:05:30.937393] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GCO'. [2025-10-09T00:05:30.937751] [INFO ] [FORECASTER] Starting predict_future for GCO [2025-10-09T00:05:30.963025] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:30.963815] [DEBUG] [LOCAL ] No optimal features file found for GCO: ./output/feature-sets/GCO.txt [2025-10-09T00:05:30.963893] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:30.963976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:30.964057] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:30.964165] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:30.981920] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:30.982556] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:30.982684] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:30.982767] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:31.008472] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:31.008593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:31.008636] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:31.008846] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:31.012129] [DEBUG] [FORECASTER] GCO: Forecast T+1@11:T+2@11: UP (p=73.23%) [2025-10-09T00:05:31.012413] [INFO ] [FORECASTER] Completed predict_future for GCO [2025-10-09T00:05:31.012546] [INFO ] [sig ] GCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:31.154334] [INFO ] [LOCAL ] Saved forecast: GCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GCO.txt [2025-10-09T00:05:31.154687] [WARN ] [sig ] [844/2211] Failed GCO after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:31.154796] [INFO ] [sig ] [845/2211] Forecasting GCTS... [2025-10-09T00:05:31.154880] [INFO ] [sig ] Generating forecast for: GCTS [2025-10-09T00:05:31.154965] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCTS' from 'https://tdm.silogroup.org/data/derivative_storage/GCTS.csv'. [2025-10-09T00:05:31.168080] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GCTS'. [2025-10-09T00:05:31.168463] [INFO ] [FORECASTER] Starting predict_future for GCTS [2025-10-09T00:05:31.193813] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:31.194614] [DEBUG] [LOCAL ] No optimal features file found for GCTS: ./output/feature-sets/GCTS.txt [2025-10-09T00:05:31.194717] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:31.194790] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:31.194859] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:31.194958] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:31.212251] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:31.212901] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:31.213012] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:31.213082] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:31.240479] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:31.240596] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:31.240639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:31.240723] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:31.243914] [DEBUG] [FORECASTER] GCTS: Forecast T+1@11:T+2@11: UP (p=60.02%) [2025-10-09T00:05:31.244195] [INFO ] [FORECASTER] Completed predict_future for GCTS [2025-10-09T00:05:31.244326] [INFO ] [sig ] GCTS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:31.386502] [INFO ] [LOCAL ] Saved forecast: GCTS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GCTS.txt [2025-10-09T00:05:31.386787] [WARN ] [sig ] [845/2211] Failed GCTS after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:31.386868] [INFO ] [sig ] [846/2211] Forecasting GCV... [2025-10-09T00:05:31.386939] [INFO ] [sig ] Generating forecast for: GCV [2025-10-09T00:05:31.387007] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCV' from 'https://tdm.silogroup.org/data/derivative_storage/GCV.csv'. [2025-10-09T00:05:31.397356] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GCV'. [2025-10-09T00:05:31.397723] [INFO ] [FORECASTER] Starting predict_future for GCV [2025-10-09T00:05:31.423032] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:31.423831] [DEBUG] [LOCAL ] No optimal features file found for GCV: ./output/feature-sets/GCV.txt [2025-10-09T00:05:31.423909] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:31.423987] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:31.424062] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:31.424171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:31.442157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:31.442791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:31.442899] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:31.442973] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:31.467638] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:31.467752] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:31.467796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:31.467829] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:31.470892] [DEBUG] [FORECASTER] GCV: Forecast T+1@11:T+2@11: UP (p=56.28%) [2025-10-09T00:05:31.471167] [INFO ] [FORECASTER] Completed predict_future for GCV [2025-10-09T00:05:31.471297] [INFO ] [sig ] GCV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:31.612223] [INFO ] [LOCAL ] Saved forecast: GCV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GCV.txt [2025-10-09T00:05:31.612479] [WARN ] [sig ] [846/2211] Failed GCV after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:31.612560] [INFO ] [sig ] [847/2211] Forecasting GD... [2025-10-09T00:05:31.612637] [INFO ] [sig ] Generating forecast for: GD [2025-10-09T00:05:31.612740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GD' from 'https://tdm.silogroup.org/data/derivative_storage/GD.csv'. [2025-10-09T00:05:31.622921] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GD'. [2025-10-09T00:05:31.623260] [INFO ] [FORECASTER] Starting predict_future for GD [2025-10-09T00:05:31.648612] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:31.649493] [DEBUG] [LOCAL ] No optimal features file found for GD: ./output/feature-sets/GD.txt [2025-10-09T00:05:31.649573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:31.649673] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:31.649751] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:31.649865] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:31.667252] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:31.667916] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:31.668024] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:31.668101] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:31.695435] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:31.695549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:31.695592] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:31.695627] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:31.699034] [DEBUG] [FORECASTER] GD: Forecast T+1@11:T+2@11: DOWN (p=18.35%) [2025-10-09T00:05:31.699374] [INFO ] [FORECASTER] Completed predict_future for GD [2025-10-09T00:05:31.699521] [INFO ] [sig ] GD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:31.863872] [INFO ] [LOCAL ] Saved forecast: GD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GD.txt [2025-10-09T00:05:31.864114] [WARN ] [sig ] [847/2211] Failed GD after 0.3s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:31.864191] [INFO ] [sig ] [848/2211] Forecasting GDDY... [2025-10-09T00:05:31.864260] [INFO ] [sig ] Generating forecast for: GDDY [2025-10-09T00:05:31.864331] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDDY' from 'https://tdm.silogroup.org/data/derivative_storage/GDDY.csv'. [2025-10-09T00:05:31.874503] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GDDY'. [2025-10-09T00:05:31.874863] [INFO ] [FORECASTER] Starting predict_future for GDDY [2025-10-09T00:05:31.900853] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:31.901872] [DEBUG] [LOCAL ] No optimal features file found for GDDY: ./output/feature-sets/GDDY.txt [2025-10-09T00:05:31.901955] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:31.902028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:31.902092] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:31.902191] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:31.920510] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:31.921419] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:31.921538] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:31.921613] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:31.948640] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:31.948765] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:31.948807] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:31.948841] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:31.951991] [DEBUG] [FORECASTER] GDDY: Forecast T+1@11:T+2@11: DOWN (p=12.16%) [2025-10-09T00:05:31.952273] [INFO ] [FORECASTER] Completed predict_future for GDDY [2025-10-09T00:05:31.952404] [INFO ] [sig ] GDDY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:32.099805] [INFO ] [LOCAL ] Saved forecast: GDDY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GDDY.txt [2025-10-09T00:05:32.100053] [WARN ] [sig ] [848/2211] Failed GDDY after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:32.100131] [INFO ] [sig ] [849/2211] Forecasting GDIV... [2025-10-09T00:05:32.100200] [INFO ] [sig ] Generating forecast for: GDIV [2025-10-09T00:05:32.100269] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDIV' from 'https://tdm.silogroup.org/data/derivative_storage/GDIV.csv'. [2025-10-09T00:05:32.109998] [DEBUG] [REMOTE ] Successfully parsed 1791 rows of historical data for symbol 'GDIV'. [2025-10-09T00:05:32.110323] [INFO ] [FORECASTER] Starting predict_future for GDIV [2025-10-09T00:05:32.138358] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:32.139179] [DEBUG] [LOCAL ] No optimal features file found for GDIV: ./output/feature-sets/GDIV.txt [2025-10-09T00:05:32.139276] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:32.139352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:32.139418] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:32.139518] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:32.156847] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:32.157461] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:32.157568] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:32.157635] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:32.187272] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:32.187479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:32.187552] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:32.187612] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:32.191399] [DEBUG] [FORECASTER] GDIV: Forecast T+1@11:T+2@11: UP (p=89.82%) [2025-10-09T00:05:32.191767] [INFO ] [FORECASTER] Completed predict_future for GDIV [2025-10-09T00:05:32.191935] [INFO ] [sig ] GDIV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:32.333743] [INFO ] [LOCAL ] Saved forecast: GDIV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GDIV.txt [2025-10-09T00:05:32.333975] [WARN ] [sig ] [849/2211] Failed GDIV after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:32.334063] [INFO ] [sig ] [850/2211] Forecasting GDL... [2025-10-09T00:05:32.334133] [INFO ] [sig ] Generating forecast for: GDL [2025-10-09T00:05:32.334201] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDL' from 'https://tdm.silogroup.org/data/derivative_storage/GDL.csv'. [2025-10-09T00:05:32.343369] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GDL'. [2025-10-09T00:05:32.343685] [INFO ] [FORECASTER] Starting predict_future for GDL [2025-10-09T00:05:32.369076] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:32.369911] [DEBUG] [LOCAL ] No optimal features file found for GDL: ./output/feature-sets/GDL.txt [2025-10-09T00:05:32.369991] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:32.370061] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:32.370128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:32.370223] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:32.387870] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:32.388500] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:32.388604] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:32.388690] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:32.417685] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:32.417777] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:32.417818] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:32.417852] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:32.421009] [DEBUG] [FORECASTER] GDL: Forecast T+1@11:T+2@11: UP (p=66.02%) [2025-10-09T00:05:32.421284] [INFO ] [FORECASTER] Completed predict_future for GDL [2025-10-09T00:05:32.421413] [INFO ] [sig ] GDL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:32.562718] [INFO ] [LOCAL ] Saved forecast: GDL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GDL.txt [2025-10-09T00:05:32.562954] [WARN ] [sig ] [850/2211] Failed GDL after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:32.563038] [INFO ] [sig ] [851/2211] Forecasting GDO... [2025-10-09T00:05:32.563108] [INFO ] [sig ] Generating forecast for: GDO [2025-10-09T00:05:32.563183] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDO' from 'https://tdm.silogroup.org/data/derivative_storage/GDO.csv'. [2025-10-09T00:05:32.574335] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GDO'. [2025-10-09T00:05:32.574776] [INFO ] [FORECASTER] Starting predict_future for GDO [2025-10-09T00:05:32.601373] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:32.602221] [DEBUG] [LOCAL ] No optimal features file found for GDO: ./output/feature-sets/GDO.txt [2025-10-09T00:05:32.602301] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:32.602378] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:32.602448] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:32.602551] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:32.621178] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:32.621825] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:32.621934] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:32.622006] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:32.655493] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:32.655607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:32.655678] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:32.655741] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:32.659060] [DEBUG] [FORECASTER] GDO: Forecast T+1@11:T+2@11: UP (p=55.38%) [2025-10-09T00:05:32.659392] [INFO ] [FORECASTER] Completed predict_future for GDO [2025-10-09T00:05:32.659548] [INFO ] [sig ] GDO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:32.804254] [INFO ] [LOCAL ] Saved forecast: GDO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GDO.txt [2025-10-09T00:05:32.804578] [WARN ] [sig ] [851/2211] Failed GDO after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:32.804690] [INFO ] [sig ] [852/2211] Forecasting GDOT... [2025-10-09T00:05:32.804794] [INFO ] [sig ] Generating forecast for: GDOT [2025-10-09T00:05:32.804878] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDOT' from 'https://tdm.silogroup.org/data/derivative_storage/GDOT.csv'. [2025-10-09T00:05:32.816135] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GDOT'. [2025-10-09T00:05:32.816503] [INFO ] [FORECASTER] Starting predict_future for GDOT [2025-10-09T00:05:32.842057] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:32.842853] [DEBUG] [LOCAL ] No optimal features file found for GDOT: ./output/feature-sets/GDOT.txt [2025-10-09T00:05:32.842931] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:32.843003] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:32.843071] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:32.843171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:32.861316] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:32.861957] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:32.862065] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:32.862135] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:32.900345] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:32.900493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:32.900538] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:32.900575] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:32.903961] [DEBUG] [FORECASTER] GDOT: Forecast T+1@11:T+2@11: DOWN (p=10.07%) [2025-10-09T00:05:32.904244] [INFO ] [FORECASTER] Completed predict_future for GDOT [2025-10-09T00:05:32.904386] [INFO ] [sig ] GDOT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:33.074260] [INFO ] [LOCAL ] Saved forecast: GDOT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GDOT.txt [2025-10-09T00:05:33.074764] [WARN ] [sig ] [852/2211] Failed GDOT after 0.3s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:33.074850] [INFO ] [sig ] [853/2211] Forecasting GDV... [2025-10-09T00:05:33.074934] [INFO ] [sig ] Generating forecast for: GDV [2025-10-09T00:05:33.075009] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDV' from 'https://tdm.silogroup.org/data/derivative_storage/GDV.csv'. [2025-10-09T00:05:33.088107] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GDV'. [2025-10-09T00:05:33.088522] [INFO ] [FORECASTER] Starting predict_future for GDV [2025-10-09T00:05:33.114076] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:33.114938] [DEBUG] [LOCAL ] No optimal features file found for GDV: ./output/feature-sets/GDV.txt [2025-10-09T00:05:33.115015] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:33.115087] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:33.115155] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:33.115254] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:33.132593] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:33.133213] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:33.133333] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:33.133406] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:33.169813] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:33.169999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:33.170045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:33.170079] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:33.174036] [DEBUG] [FORECASTER] GDV: Forecast T+1@11:T+2@11: UP (p=52.67%) [2025-10-09T00:05:33.174469] [INFO ] [FORECASTER] Completed predict_future for GDV [2025-10-09T00:05:33.174668] [INFO ] [sig ] GDV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:33.322349] [INFO ] [LOCAL ] Saved forecast: GDV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GDV.txt [2025-10-09T00:05:33.322665] [WARN ] [sig ] [853/2211] Failed GDV after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:33.322748] [INFO ] [sig ] [854/2211] Forecasting GE... [2025-10-09T00:05:33.322818] [INFO ] [sig ] Generating forecast for: GE [2025-10-09T00:05:33.322889] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GE' from 'https://tdm.silogroup.org/data/derivative_storage/GE.csv'. [2025-10-09T00:05:33.333377] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GE'. [2025-10-09T00:05:33.333869] [INFO ] [FORECASTER] Starting predict_future for GE [2025-10-09T00:05:33.360618] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:33.361491] [DEBUG] [LOCAL ] No optimal features file found for GE: ./output/feature-sets/GE.txt [2025-10-09T00:05:33.361571] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:33.361668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:33.361742] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:33.361844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:33.380552] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:33.381196] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:33.381307] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:33.381378] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:33.415898] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:33.416036] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:33.416082] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:33.416118] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:33.419622] [DEBUG] [FORECASTER] GE: Forecast T+1@11:T+2@11: UP (p=80.72%) [2025-10-09T00:05:33.419949] [INFO ] [FORECASTER] Completed predict_future for GE [2025-10-09T00:05:33.420104] [INFO ] [sig ] GE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:33.564070] [INFO ] [LOCAL ] Saved forecast: GE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GE.txt [2025-10-09T00:05:33.564317] [WARN ] [sig ] [854/2211] Failed GE after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:33.564395] [INFO ] [sig ] [855/2211] Forecasting GEF... [2025-10-09T00:05:33.564465] [INFO ] [sig ] Generating forecast for: GEF [2025-10-09T00:05:33.564537] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEF' from 'https://tdm.silogroup.org/data/derivative_storage/GEF.csv'. [2025-10-09T00:05:33.574499] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GEF'. [2025-10-09T00:05:33.574851] [INFO ] [FORECASTER] Starting predict_future for GEF [2025-10-09T00:05:33.600418] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:33.601223] [DEBUG] [LOCAL ] No optimal features file found for GEF: ./output/feature-sets/GEF.txt [2025-10-09T00:05:33.601301] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:33.601373] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:33.601440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:33.601538] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:33.619424] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:33.620139] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:33.620265] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:33.620338] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:33.654529] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:33.654687] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:33.654754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:33.654793] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:33.658178] [DEBUG] [FORECASTER] GEF: Forecast T+1@11:T+2@11: DOWN (p=43.22%) [2025-10-09T00:05:33.658462] [INFO ] [FORECASTER] Completed predict_future for GEF [2025-10-09T00:05:33.658596] [INFO ] [sig ] GEF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:33.801362] [INFO ] [LOCAL ] Saved forecast: GEF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GEF.txt [2025-10-09T00:05:33.801614] [WARN ] [sig ] [855/2211] Failed GEF after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:33.801715] [INFO ] [sig ] [856/2211] Forecasting GEL... [2025-10-09T00:05:33.801783] [INFO ] [sig ] Generating forecast for: GEL [2025-10-09T00:05:33.801853] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEL' from 'https://tdm.silogroup.org/data/derivative_storage/GEL.csv'. [2025-10-09T00:05:33.806484] [WARN ] [REMOTE ] Historical data not found for symbol 'GEL' (404). [2025-10-09T00:05:33.806685] [FATAL] [sig ] GEL: No historical data fetched. [2025-10-09T00:05:33.806776] [WARN ] [sig ] [856/2211] Failed GEL after 0.0s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:33.806848] [INFO ] [sig ] [857/2211] Forecasting GENI... [2025-10-09T00:05:33.806916] [INFO ] [sig ] Generating forecast for: GENI [2025-10-09T00:05:33.806984] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GENI' from 'https://tdm.silogroup.org/data/derivative_storage/GENI.csv'. [2025-10-09T00:05:33.816163] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GENI'. [2025-10-09T00:05:33.816480] [INFO ] [FORECASTER] Starting predict_future for GENI [2025-10-09T00:05:33.842509] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:33.843345] [DEBUG] [LOCAL ] No optimal features file found for GENI: ./output/feature-sets/GENI.txt [2025-10-09T00:05:33.843425] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:33.843497] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:33.843567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:33.843687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:33.862486] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:33.863116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:33.863223] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:33.863293] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:33.896162] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:33.896326] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:33.896373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:33.896407] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:33.900036] [DEBUG] [FORECASTER] GENI: Forecast T+1@11:T+2@11: UP (p=81.37%) [2025-10-09T00:05:33.900326] [INFO ] [FORECASTER] Completed predict_future for GENI [2025-10-09T00:05:33.900468] [INFO ] [sig ] GENI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:34.047557] [INFO ] [LOCAL ] Saved forecast: GENI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GENI.txt [2025-10-09T00:05:34.047869] [WARN ] [sig ] [857/2211] Failed GENI after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:34.047959] [INFO ] [sig ] [858/2211] Forecasting GEO... [2025-10-09T00:05:34.048047] [INFO ] [sig ] Generating forecast for: GEO [2025-10-09T00:05:34.048096] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEO' from 'https://tdm.silogroup.org/data/derivative_storage/GEO.csv'. [2025-10-09T00:05:34.059277] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GEO'. [2025-10-09T00:05:34.059715] [INFO ] [FORECASTER] Starting predict_future for GEO [2025-10-09T00:05:34.088614] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:34.089595] [DEBUG] [LOCAL ] No optimal features file found for GEO: ./output/feature-sets/GEO.txt [2025-10-09T00:05:34.089698] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:34.089772] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:34.089844] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:34.089945] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:34.109185] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:34.110128] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:34.110246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:34.110318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:34.146981] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:34.147199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:34.147288] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:34.147342] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:34.151286] [DEBUG] [FORECASTER] GEO: Forecast T+1@11:T+2@11: UP (p=95.85%) [2025-10-09T00:05:34.151608] [INFO ] [FORECASTER] Completed predict_future for GEO [2025-10-09T00:05:34.151790] [INFO ] [sig ] GEO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:34.300728] [INFO ] [LOCAL ] Saved forecast: GEO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GEO.txt [2025-10-09T00:05:34.300989] [WARN ] [sig ] [858/2211] Failed GEO after 0.3s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:34.301066] [INFO ] [sig ] [859/2211] Forecasting GES... [2025-10-09T00:05:34.301136] [INFO ] [sig ] Generating forecast for: GES [2025-10-09T00:05:34.301189] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GES' from 'https://tdm.silogroup.org/data/derivative_storage/GES.csv'. [2025-10-09T00:05:34.311502] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GES'. [2025-10-09T00:05:34.311917] [INFO ] [FORECASTER] Starting predict_future for GES [2025-10-09T00:05:34.338631] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:34.339512] [DEBUG] [LOCAL ] No optimal features file found for GES: ./output/feature-sets/GES.txt [2025-10-09T00:05:34.339594] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:34.339690] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:34.339763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:34.339865] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:34.358615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:34.359396] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:34.359509] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:34.359580] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:34.392865] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:34.393024] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:34.393067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:34.393101] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:34.396545] [DEBUG] [FORECASTER] GES: Forecast T+1@11:T+2@11: UP (p=94.86%) [2025-10-09T00:05:34.396879] [INFO ] [FORECASTER] Completed predict_future for GES [2025-10-09T00:05:34.397029] [INFO ] [sig ] GES: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:34.539956] [INFO ] [LOCAL ] Saved forecast: GES 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GES.txt [2025-10-09T00:05:34.540204] [WARN ] [sig ] [859/2211] Failed GES after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:34.540283] [INFO ] [sig ] [860/2211] Forecasting GETY... [2025-10-09T00:05:34.540331] [INFO ] [sig ] Generating forecast for: GETY [2025-10-09T00:05:34.540370] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GETY' from 'https://tdm.silogroup.org/data/derivative_storage/GETY.csv'. [2025-10-09T00:05:34.552665] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GETY'. [2025-10-09T00:05:34.553133] [INFO ] [FORECASTER] Starting predict_future for GETY [2025-10-09T00:05:34.581398] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:34.582255] [DEBUG] [LOCAL ] No optimal features file found for GETY: ./output/feature-sets/GETY.txt [2025-10-09T00:05:34.582338] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:34.582418] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:34.582488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:34.582590] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:34.601354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:34.602008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:34.602119] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:34.602170] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:34.637332] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:34.637501] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:34.637568] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:34.637618] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:34.641258] [DEBUG] [FORECASTER] GETY: Forecast T+1@11:T+2@11: DOWN (p=17.30%) [2025-10-09T00:05:34.641605] [INFO ] [FORECASTER] Completed predict_future for GETY [2025-10-09T00:05:34.641789] [INFO ] [sig ] GETY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:34.803216] [INFO ] [LOCAL ] Saved forecast: GETY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GETY.txt [2025-10-09T00:05:34.803498] [WARN ] [sig ] [860/2211] Failed GETY after 0.3s | 4.46 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T00:05:34.803597] [INFO ] [sig ] [861/2211] Forecasting GEV... [2025-10-09T00:05:34.803702] [INFO ] [sig ] Generating forecast for: GEV [2025-10-09T00:05:34.803787] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEV' from 'https://tdm.silogroup.org/data/derivative_storage/GEV.csv'. [2025-10-09T00:05:34.815009] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GEV'. [2025-10-09T00:05:34.815470] [INFO ] [FORECASTER] Starting predict_future for GEV [2025-10-09T00:05:34.852211] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:34.853329] [DEBUG] [LOCAL ] No optimal features file found for GEV: ./output/feature-sets/GEV.txt [2025-10-09T00:05:34.853439] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:34.853533] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:34.853621] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:34.853782] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:34.873718] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:34.874408] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:34.874534] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:34.874603] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:34.913255] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:34.913502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:34.913583] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:34.913673] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:34.918077] [DEBUG] [FORECASTER] GEV: Forecast T+1@11:T+2@11: UP (p=75.48%) [2025-10-09T00:05:34.918366] [INFO ] [FORECASTER] Completed predict_future for GEV [2025-10-09T00:05:34.918538] [INFO ] [sig ] GEV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:35.061198] [INFO ] [LOCAL ] Saved forecast: GEV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GEV.txt [2025-10-09T00:05:35.061601] [WARN ] [sig ] [861/2211] Failed GEV after 0.3s | 4.46 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:35.061703] [INFO ] [sig ] [862/2211] Forecasting GF... [2025-10-09T00:05:35.061774] [INFO ] [sig ] Generating forecast for: GF [2025-10-09T00:05:35.061845] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GF' from 'https://tdm.silogroup.org/data/derivative_storage/GF.csv'. [2025-10-09T00:05:35.072810] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GF'. [2025-10-09T00:05:35.073261] [INFO ] [FORECASTER] Starting predict_future for GF [2025-10-09T00:05:35.100102] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:35.101178] [DEBUG] [LOCAL ] No optimal features file found for GF: ./output/feature-sets/GF.txt [2025-10-09T00:05:35.101286] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:35.101381] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:35.101454] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:35.101557] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:35.127694] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:35.128768] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:35.128905] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:35.128978] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:35.164139] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:35.164337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:35.164388] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:35.164422] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:35.168030] [DEBUG] [FORECASTER] GF: Forecast T+1@11:T+2@11: DOWN (p=29.93%) [2025-10-09T00:05:35.168343] [INFO ] [FORECASTER] Completed predict_future for GF [2025-10-09T00:05:35.168488] [INFO ] [sig ] GF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:35.317465] [INFO ] [LOCAL ] Saved forecast: GF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GF.txt [2025-10-09T00:05:35.317788] [WARN ] [sig ] [862/2211] Failed GF after 0.3s | 4.46 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:35.317869] [INFO ] [sig ] [863/2211] Forecasting GFF... [2025-10-09T00:05:35.317939] [INFO ] [sig ] Generating forecast for: GFF [2025-10-09T00:05:35.318010] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFF' from 'https://tdm.silogroup.org/data/derivative_storage/GFF.csv'. [2025-10-09T00:05:35.328468] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GFF'. [2025-10-09T00:05:35.328802] [INFO ] [FORECASTER] Starting predict_future for GFF [2025-10-09T00:05:35.354517] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:35.355298] [DEBUG] [LOCAL ] No optimal features file found for GFF: ./output/feature-sets/GFF.txt [2025-10-09T00:05:35.355391] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:35.355463] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:35.355531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:35.355629] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:35.373048] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:35.373624] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:35.373749] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:35.373818] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:35.410190] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:35.410331] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:35.410377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:35.410414] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:35.413798] [DEBUG] [FORECASTER] GFF: Forecast T+1@11:T+2@11: DOWN (p=11.22%) [2025-10-09T00:05:35.414085] [INFO ] [FORECASTER] Completed predict_future for GFF [2025-10-09T00:05:35.414222] [INFO ] [sig ] GFF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:35.563454] [INFO ] [LOCAL ] Saved forecast: GFF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GFF.txt [2025-10-09T00:05:35.563736] [WARN ] [sig ] [863/2211] Failed GFF after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:35.563817] [INFO ] [sig ] [864/2211] Forecasting GFI... [2025-10-09T00:05:35.563887] [INFO ] [sig ] Generating forecast for: GFI [2025-10-09T00:05:35.563958] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFI' from 'https://tdm.silogroup.org/data/derivative_storage/GFI.csv'. [2025-10-09T00:05:35.574172] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GFI'. [2025-10-09T00:05:35.574506] [INFO ] [FORECASTER] Starting predict_future for GFI [2025-10-09T00:05:35.600033] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:35.600876] [DEBUG] [LOCAL ] No optimal features file found for GFI: ./output/feature-sets/GFI.txt [2025-10-09T00:05:35.600955] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:35.601028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:35.601097] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:35.601197] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:35.619853] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:35.620457] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:35.620564] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:35.620635] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:35.655590] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:35.655715] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:35.655773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:35.655809] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:35.659063] [DEBUG] [FORECASTER] GFI: Forecast T+1@11:T+2@11: UP (p=58.99%) [2025-10-09T00:05:35.659399] [INFO ] [FORECASTER] Completed predict_future for GFI [2025-10-09T00:05:35.659546] [INFO ] [sig ] GFI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:35.813325] [INFO ] [LOCAL ] Saved forecast: GFI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GFI.txt [2025-10-09T00:05:35.813584] [WARN ] [sig ] [864/2211] Failed GFI after 0.2s | 4.46 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:35.813687] [INFO ] [sig ] [865/2211] Forecasting GFL... [2025-10-09T00:05:35.813758] [INFO ] [sig ] Generating forecast for: GFL [2025-10-09T00:05:35.813837] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFL' from 'https://tdm.silogroup.org/data/derivative_storage/GFL.csv'. [2025-10-09T00:05:35.823667] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GFL'. [2025-10-09T00:05:35.823978] [INFO ] [FORECASTER] Starting predict_future for GFL [2025-10-09T00:05:35.849160] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:35.849957] [DEBUG] [LOCAL ] No optimal features file found for GFL: ./output/feature-sets/GFL.txt [2025-10-09T00:05:35.850035] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:35.850106] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:35.850173] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:35.850271] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:35.867639] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:35.868228] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:35.868337] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:35.868421] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:35.912556] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:35.912785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:35.912878] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:35.912939] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:35.917147] [DEBUG] [FORECASTER] GFL: Forecast T+1@11:T+2@11: DOWN (p=4.01%) [2025-10-09T00:05:35.917549] [INFO ] [FORECASTER] Completed predict_future for GFL [2025-10-09T00:05:35.917738] [INFO ] [sig ] GFL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:36.066606] [INFO ] [LOCAL ] Saved forecast: GFL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GFL.txt [2025-10-09T00:05:36.066962] [WARN ] [sig ] [865/2211] Failed GFL after 0.3s | 4.45 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:36.067060] [INFO ] [sig ] [866/2211] Forecasting GFR... [2025-10-09T00:05:36.067134] [INFO ] [sig ] Generating forecast for: GFR [2025-10-09T00:05:36.067210] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFR' from 'https://tdm.silogroup.org/data/derivative_storage/GFR.csv'. [2025-10-09T00:05:36.078525] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GFR'. [2025-10-09T00:05:36.078889] [INFO ] [FORECASTER] Starting predict_future for GFR [2025-10-09T00:05:36.105226] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:36.106051] [DEBUG] [LOCAL ] No optimal features file found for GFR: ./output/feature-sets/GFR.txt [2025-10-09T00:05:36.106130] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:36.106202] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:36.106271] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:36.106372] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:36.124671] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:36.125299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:36.125405] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:36.125480] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:36.159418] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:36.159534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:36.159576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:36.159610] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:36.162839] [DEBUG] [FORECASTER] GFR: Forecast T+1@11:T+2@11: DOWN (p=11.00%) [2025-10-09T00:05:36.163135] [INFO ] [FORECASTER] Completed predict_future for GFR [2025-10-09T00:05:36.163269] [INFO ] [sig ] GFR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:36.316578] [INFO ] [LOCAL ] Saved forecast: GFR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GFR.txt [2025-10-09T00:05:36.316919] [WARN ] [sig ] [866/2211] Failed GFR after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:36.317002] [INFO ] [sig ] [867/2211] Forecasting GGB... [2025-10-09T00:05:36.317074] [INFO ] [sig ] Generating forecast for: GGB [2025-10-09T00:05:36.317149] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGB' from 'https://tdm.silogroup.org/data/derivative_storage/GGB.csv'. [2025-10-09T00:05:36.328256] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GGB'. [2025-10-09T00:05:36.328776] [INFO ] [FORECASTER] Starting predict_future for GGB [2025-10-09T00:05:36.356830] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:36.357820] [DEBUG] [LOCAL ] No optimal features file found for GGB: ./output/feature-sets/GGB.txt [2025-10-09T00:05:36.357903] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:36.357976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:36.358046] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:36.358147] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:36.378901] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:36.380057] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:36.380189] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:36.380268] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:36.415437] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:36.415671] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:36.415744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:36.415783] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:36.419606] [DEBUG] [FORECASTER] GGB: Forecast T+1@11:T+2@11: DOWN (p=49.18%) [2025-10-09T00:05:36.419976] [INFO ] [FORECASTER] Completed predict_future for GGB [2025-10-09T00:05:36.420137] [INFO ] [sig ] GGB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:36.585513] [INFO ] [LOCAL ] Saved forecast: GGB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GGB.txt [2025-10-09T00:05:36.585841] [WARN ] [sig ] [867/2211] Failed GGB after 0.3s | 4.45 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:36.585922] [INFO ] [sig ] [868/2211] Forecasting GGG... [2025-10-09T00:05:36.585992] [INFO ] [sig ] Generating forecast for: GGG [2025-10-09T00:05:36.586063] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGG' from 'https://tdm.silogroup.org/data/derivative_storage/GGG.csv'. [2025-10-09T00:05:36.596491] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GGG'. [2025-10-09T00:05:36.596916] [INFO ] [FORECASTER] Starting predict_future for GGG [2025-10-09T00:05:36.623178] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:36.624063] [DEBUG] [LOCAL ] No optimal features file found for GGG: ./output/feature-sets/GGG.txt [2025-10-09T00:05:36.624141] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:36.624214] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:36.624283] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:36.624386] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:36.645919] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:36.646713] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:36.646822] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:36.646908] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:36.673296] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:36.673404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:36.673445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:36.673478] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:36.676764] [DEBUG] [FORECASTER] GGG: Forecast T+1@11:T+2@11: DOWN (p=41.77%) [2025-10-09T00:05:36.677050] [INFO ] [FORECASTER] Completed predict_future for GGG [2025-10-09T00:05:36.677180] [INFO ] [sig ] GGG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:36.820944] [INFO ] [LOCAL ] Saved forecast: GGG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GGG.txt [2025-10-09T00:05:36.821179] [WARN ] [sig ] [868/2211] Failed GGG after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.0m [2025-10-09T00:05:36.821267] [INFO ] [sig ] [869/2211] Forecasting GGT... [2025-10-09T00:05:36.821336] [INFO ] [sig ] Generating forecast for: GGT [2025-10-09T00:05:36.821423] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGT' from 'https://tdm.silogroup.org/data/derivative_storage/GGT.csv'. [2025-10-09T00:05:36.831999] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GGT'. [2025-10-09T00:05:36.832328] [INFO ] [FORECASTER] Starting predict_future for GGT [2025-10-09T00:05:36.858467] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:36.859275] [DEBUG] [LOCAL ] No optimal features file found for GGT: ./output/feature-sets/GGT.txt [2025-10-09T00:05:36.859355] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:36.859441] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:36.859524] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:36.859631] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:36.877597] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:36.878199] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:36.878303] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:36.878376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:36.903001] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:36.903102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:36.903144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:36.903178] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:36.906579] [DEBUG] [FORECASTER] GGT: Forecast T+1@11:T+2@11: DOWN (p=28.73%) [2025-10-09T00:05:36.906896] [INFO ] [FORECASTER] Completed predict_future for GGT [2025-10-09T00:05:36.907041] [INFO ] [sig ] GGT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:37.059097] [INFO ] [LOCAL ] Saved forecast: GGT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GGT.txt [2025-10-09T00:05:37.059350] [WARN ] [sig ] [869/2211] Failed GGT after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:37.059430] [INFO ] [sig ] [870/2211] Forecasting GGZ... [2025-10-09T00:05:37.059500] [INFO ] [sig ] Generating forecast for: GGZ [2025-10-09T00:05:37.059776] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGZ' from 'https://tdm.silogroup.org/data/derivative_storage/GGZ.csv'. [2025-10-09T00:05:37.069984] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GGZ'. [2025-10-09T00:05:37.070320] [INFO ] [FORECASTER] Starting predict_future for GGZ [2025-10-09T00:05:37.096535] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:37.097311] [DEBUG] [LOCAL ] No optimal features file found for GGZ: ./output/feature-sets/GGZ.txt [2025-10-09T00:05:37.097423] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:37.097498] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:37.097567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:37.097693] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:37.116065] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:37.116683] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:37.116793] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:37.116864] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:37.143297] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:37.143397] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:37.143439] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:37.143473] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:37.146617] [DEBUG] [FORECASTER] GGZ: Forecast T+1@11:T+2@11: DOWN (p=28.80%) [2025-10-09T00:05:37.146926] [INFO ] [FORECASTER] Completed predict_future for GGZ [2025-10-09T00:05:37.147062] [INFO ] [sig ] GGZ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:37.296865] [INFO ] [LOCAL ] Saved forecast: GGZ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GGZ.txt [2025-10-09T00:05:37.297111] [WARN ] [sig ] [870/2211] Failed GGZ after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:37.297188] [INFO ] [sig ] [871/2211] Forecasting GHC... [2025-10-09T00:05:37.297258] [INFO ] [sig ] Generating forecast for: GHC [2025-10-09T00:05:37.297329] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHC' from 'https://tdm.silogroup.org/data/derivative_storage/GHC.csv'. [2025-10-09T00:05:37.307251] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GHC'. [2025-10-09T00:05:37.307592] [INFO ] [FORECASTER] Starting predict_future for GHC [2025-10-09T00:05:37.333049] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:37.333834] [DEBUG] [LOCAL ] No optimal features file found for GHC: ./output/feature-sets/GHC.txt [2025-10-09T00:05:37.333913] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:37.333983] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:37.334051] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:37.334153] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:37.352352] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:37.352987] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:37.353095] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:37.353164] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:37.383301] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:37.383411] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:37.383475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:37.383512] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:37.386804] [DEBUG] [FORECASTER] GHC: Forecast T+1@11:T+2@11: UP (p=90.93%) [2025-10-09T00:05:37.387099] [INFO ] [FORECASTER] Completed predict_future for GHC [2025-10-09T00:05:37.387236] [INFO ] [sig ] GHC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:37.530963] [INFO ] [LOCAL ] Saved forecast: GHC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GHC.txt [2025-10-09T00:05:37.531266] [WARN ] [sig ] [871/2211] Failed GHC after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:37.531343] [INFO ] [sig ] [872/2211] Forecasting GHG... [2025-10-09T00:05:37.531413] [INFO ] [sig ] Generating forecast for: GHG [2025-10-09T00:05:37.531484] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHG' from 'https://tdm.silogroup.org/data/derivative_storage/GHG.csv'. [2025-10-09T00:05:37.541217] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'GHG'. [2025-10-09T00:05:37.541540] [INFO ] [FORECASTER] Starting predict_future for GHG [2025-10-09T00:05:37.566918] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:37.567682] [DEBUG] [LOCAL ] No optimal features file found for GHG: ./output/feature-sets/GHG.txt [2025-10-09T00:05:37.567759] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:37.567830] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:37.567895] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:37.567993] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:37.585334] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:37.585964] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:37.586069] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:37.586135] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:37.614985] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:37.615084] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:37.615126] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:37.615160] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:37.618322] [DEBUG] [FORECASTER] GHG: Forecast T+1@11:T+2@11: UP (p=99.62%) [2025-10-09T00:05:37.618601] [INFO ] [FORECASTER] Completed predict_future for GHG [2025-10-09T00:05:37.618767] [INFO ] [sig ] GHG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:37.759100] [INFO ] [LOCAL ] Saved forecast: GHG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GHG.txt [2025-10-09T00:05:37.759347] [WARN ] [sig ] [872/2211] Failed GHG after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:37.759424] [INFO ] [sig ] [873/2211] Forecasting GHI... [2025-10-09T00:05:37.759474] [INFO ] [sig ] Generating forecast for: GHI [2025-10-09T00:05:37.759514] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHI' from 'https://tdm.silogroup.org/data/derivative_storage/GHI.csv'. [2025-10-09T00:05:37.770316] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GHI'. [2025-10-09T00:05:37.770754] [INFO ] [FORECASTER] Starting predict_future for GHI [2025-10-09T00:05:37.796437] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:37.797379] [DEBUG] [LOCAL ] No optimal features file found for GHI: ./output/feature-sets/GHI.txt [2025-10-09T00:05:37.797457] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:37.797528] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:37.797574] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:37.797683] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:37.815488] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:37.816370] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:37.816489] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:37.816560] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:37.855030] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:37.855289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:37.855371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:37.855431] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:37.860052] [DEBUG] [FORECASTER] GHI: Forecast T+1@11:T+2@11: UP (p=83.51%) [2025-10-09T00:05:37.860484] [INFO ] [FORECASTER] Completed predict_future for GHI [2025-10-09T00:05:37.860702] [INFO ] [sig ] GHI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:38.001315] [INFO ] [LOCAL ] Saved forecast: GHI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GHI.txt [2025-10-09T00:05:38.001729] [WARN ] [sig ] [873/2211] Failed GHI after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:38.001820] [INFO ] [sig ] [874/2211] Forecasting GHLD... [2025-10-09T00:05:38.001915] [INFO ] [sig ] Generating forecast for: GHLD [2025-10-09T00:05:38.002011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHLD' from 'https://tdm.silogroup.org/data/derivative_storage/GHLD.csv'. [2025-10-09T00:05:38.012996] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GHLD'. [2025-10-09T00:05:38.013355] [INFO ] [FORECASTER] Starting predict_future for GHLD [2025-10-09T00:05:38.039768] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:38.040554] [DEBUG] [LOCAL ] No optimal features file found for GHLD: ./output/feature-sets/GHLD.txt [2025-10-09T00:05:38.040632] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:38.040738] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:38.040818] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:38.040943] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:38.058768] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:38.059503] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:38.059611] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:38.059709] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:38.098754] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:38.098879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:38.098925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:38.098963] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:38.102887] [DEBUG] [FORECASTER] GHLD: Forecast T+1@11:T+2@11: UP (p=65.26%) [2025-10-09T00:05:38.103173] [INFO ] [FORECASTER] Completed predict_future for GHLD [2025-10-09T00:05:38.103307] [INFO ] [sig ] GHLD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:38.246724] [INFO ] [LOCAL ] Saved forecast: GHLD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GHLD.txt [2025-10-09T00:05:38.247023] [WARN ] [sig ] [874/2211] Failed GHLD after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:38.247104] [INFO ] [sig ] [875/2211] Forecasting GHM... [2025-10-09T00:05:38.247172] [INFO ] [sig ] Generating forecast for: GHM [2025-10-09T00:05:38.247244] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHM' from 'https://tdm.silogroup.org/data/derivative_storage/GHM.csv'. [2025-10-09T00:05:38.258242] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GHM'. [2025-10-09T00:05:38.258699] [INFO ] [FORECASTER] Starting predict_future for GHM [2025-10-09T00:05:38.284778] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:38.285737] [DEBUG] [LOCAL ] No optimal features file found for GHM: ./output/feature-sets/GHM.txt [2025-10-09T00:05:38.285823] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:38.285897] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:38.285967] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:38.286070] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:38.304119] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:38.305008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:38.305124] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:38.305195] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:38.339262] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:38.339475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:38.339522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:38.339557] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:38.343158] [DEBUG] [FORECASTER] GHM: Forecast T+1@11:T+2@11: DOWN (p=13.89%) [2025-10-09T00:05:38.343451] [INFO ] [FORECASTER] Completed predict_future for GHM [2025-10-09T00:05:38.343591] [INFO ] [sig ] GHM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:38.491836] [INFO ] [LOCAL ] Saved forecast: GHM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GHM.txt [2025-10-09T00:05:38.492110] [WARN ] [sig ] [875/2211] Failed GHM after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:38.492190] [INFO ] [sig ] [876/2211] Forecasting GHY... [2025-10-09T00:05:38.492280] [INFO ] [sig ] Generating forecast for: GHY [2025-10-09T00:05:38.492359] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHY' from 'https://tdm.silogroup.org/data/derivative_storage/GHY.csv'. [2025-10-09T00:05:38.503267] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GHY'. [2025-10-09T00:05:38.503634] [INFO ] [FORECASTER] Starting predict_future for GHY [2025-10-09T00:05:38.531452] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:38.532261] [DEBUG] [LOCAL ] No optimal features file found for GHY: ./output/feature-sets/GHY.txt [2025-10-09T00:05:38.532343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:38.532418] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:38.532466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:38.532559] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:38.550388] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:38.551030] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:38.551141] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:38.551213] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:38.595234] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:38.595365] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:38.595408] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:38.595444] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:38.599158] [DEBUG] [FORECASTER] GHY: Forecast T+1@11:T+2@11: UP (p=87.95%) [2025-10-09T00:05:38.603140] [INFO ] [FORECASTER] Completed predict_future for GHY [2025-10-09T00:05:38.603414] [INFO ] [sig ] GHY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:38.751599] [INFO ] [LOCAL ] Saved forecast: GHY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GHY.txt [2025-10-09T00:05:38.751952] [WARN ] [sig ] [876/2211] Failed GHY after 0.3s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:38.752034] [INFO ] [sig ] [877/2211] Forecasting GIB... [2025-10-09T00:05:38.752103] [INFO ] [sig ] Generating forecast for: GIB [2025-10-09T00:05:38.752158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIB' from 'https://tdm.silogroup.org/data/derivative_storage/GIB.csv'. [2025-10-09T00:05:38.763925] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GIB'. [2025-10-09T00:05:38.764272] [INFO ] [FORECASTER] Starting predict_future for GIB [2025-10-09T00:05:38.790752] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:38.791570] [DEBUG] [LOCAL ] No optimal features file found for GIB: ./output/feature-sets/GIB.txt [2025-10-09T00:05:38.791686] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:38.791776] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:38.791846] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:38.791945] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:38.810314] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:38.811017] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:38.811122] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:38.811193] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:38.848051] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:38.848178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:38.848219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:38.848252] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:38.851732] [DEBUG] [FORECASTER] GIB: Forecast T+1@11:T+2@11: UP (p=98.37%) [2025-10-09T00:05:38.852025] [INFO ] [FORECASTER] Completed predict_future for GIB [2025-10-09T00:05:38.852167] [INFO ] [sig ] GIB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:38.997378] [INFO ] [LOCAL ] Saved forecast: GIB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GIB.txt [2025-10-09T00:05:38.997723] [WARN ] [sig ] [877/2211] Failed GIB after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:38.997803] [INFO ] [sig ] [878/2211] Forecasting GIC... [2025-10-09T00:05:38.997874] [INFO ] [sig ] Generating forecast for: GIC [2025-10-09T00:05:38.997948] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIC' from 'https://tdm.silogroup.org/data/derivative_storage/GIC.csv'. [2025-10-09T00:05:39.010797] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GIC'. [2025-10-09T00:05:39.011238] [INFO ] [FORECASTER] Starting predict_future for GIC [2025-10-09T00:05:39.038916] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:39.039892] [DEBUG] [LOCAL ] No optimal features file found for GIC: ./output/feature-sets/GIC.txt [2025-10-09T00:05:39.039975] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:39.040052] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:39.040122] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:39.040222] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:39.059457] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:39.060093] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:39.060218] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:39.060294] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:39.097180] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:39.097304] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:39.097348] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:39.097382] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:39.101006] [DEBUG] [FORECASTER] GIC: Forecast T+1@11:T+2@11: UP (p=64.51%) [2025-10-09T00:05:39.101315] [INFO ] [FORECASTER] Completed predict_future for GIC [2025-10-09T00:05:39.101493] [INFO ] [sig ] GIC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:39.247787] [INFO ] [LOCAL ] Saved forecast: GIC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GIC.txt [2025-10-09T00:05:39.248050] [WARN ] [sig ] [878/2211] Failed GIC after 0.3s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:39.248132] [INFO ] [sig ] [879/2211] Forecasting GIL... [2025-10-09T00:05:39.248204] [INFO ] [sig ] Generating forecast for: GIL [2025-10-09T00:05:39.248276] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIL' from 'https://tdm.silogroup.org/data/derivative_storage/GIL.csv'. [2025-10-09T00:05:39.258534] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GIL'. [2025-10-09T00:05:39.258924] [INFO ] [FORECASTER] Starting predict_future for GIL [2025-10-09T00:05:39.284325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:39.285096] [DEBUG] [LOCAL ] No optimal features file found for GIL: ./output/feature-sets/GIL.txt [2025-10-09T00:05:39.285174] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:39.285246] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:39.285314] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:39.285413] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:39.303298] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:39.303935] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:39.304042] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:39.304112] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:39.342775] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:39.342937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:39.342982] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:39.343017] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:39.346526] [DEBUG] [FORECASTER] GIL: Forecast T+1@11:T+2@11: UP (p=93.16%) [2025-10-09T00:05:39.346858] [INFO ] [FORECASTER] Completed predict_future for GIL [2025-10-09T00:05:39.347009] [INFO ] [sig ] GIL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:39.496930] [INFO ] [LOCAL ] Saved forecast: GIL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GIL.txt [2025-10-09T00:05:39.497304] [WARN ] [sig ] [879/2211] Failed GIL after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:39.497394] [INFO ] [sig ] [880/2211] Forecasting GIS... [2025-10-09T00:05:39.497467] [INFO ] [sig ] Generating forecast for: GIS [2025-10-09T00:05:39.497552] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIS' from 'https://tdm.silogroup.org/data/derivative_storage/GIS.csv'. [2025-10-09T00:05:39.508722] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GIS'. [2025-10-09T00:05:39.509171] [INFO ] [FORECASTER] Starting predict_future for GIS [2025-10-09T00:05:39.536774] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:39.537603] [DEBUG] [LOCAL ] No optimal features file found for GIS: ./output/feature-sets/GIS.txt [2025-10-09T00:05:39.537832] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:39.537906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:39.537975] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:39.538076] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:39.556527] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:39.557467] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:39.557686] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:39.557761] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:39.594467] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:39.594733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:39.594803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:39.594839] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:39.598936] [DEBUG] [FORECASTER] GIS: Forecast T+1@11:T+2@11: DOWN (p=10.71%) [2025-10-09T00:05:39.599467] [INFO ] [FORECASTER] Completed predict_future for GIS [2025-10-09T00:05:39.599618] [INFO ] [sig ] GIS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:39.744956] [INFO ] [LOCAL ] Saved forecast: GIS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GIS.txt [2025-10-09T00:05:39.745187] [WARN ] [sig ] [880/2211] Failed GIS after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:39.745245] [INFO ] [sig ] [881/2211] Forecasting GKOS... [2025-10-09T00:05:39.745312] [INFO ] [sig ] Generating forecast for: GKOS [2025-10-09T00:05:39.745363] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GKOS' from 'https://tdm.silogroup.org/data/derivative_storage/GKOS.csv'. [2025-10-09T00:05:39.755404] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GKOS'. [2025-10-09T00:05:39.755775] [INFO ] [FORECASTER] Starting predict_future for GKOS [2025-10-09T00:05:39.783199] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:39.783996] [DEBUG] [LOCAL ] No optimal features file found for GKOS: ./output/feature-sets/GKOS.txt [2025-10-09T00:05:39.784084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:39.784157] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:39.784228] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:39.784352] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:39.804077] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:39.804687] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:39.804808] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:39.804882] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:39.843464] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:39.843570] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:39.843612] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:39.843674] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:39.847105] [DEBUG] [FORECASTER] GKOS: Forecast T+1@11:T+2@11: UP (p=51.60%) [2025-10-09T00:05:39.847395] [INFO ] [FORECASTER] Completed predict_future for GKOS [2025-10-09T00:05:39.847536] [INFO ] [sig ] GKOS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:39.997630] [INFO ] [LOCAL ] Saved forecast: GKOS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GKOS.txt [2025-10-09T00:05:39.997918] [WARN ] [sig ] [881/2211] Failed GKOS after 0.3s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:39.998001] [INFO ] [sig ] [882/2211] Forecasting GL... [2025-10-09T00:05:39.998073] [INFO ] [sig ] Generating forecast for: GL [2025-10-09T00:05:39.998146] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GL' from 'https://tdm.silogroup.org/data/derivative_storage/GL.csv'. [2025-10-09T00:05:40.008283] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GL'. [2025-10-09T00:05:40.008615] [INFO ] [FORECASTER] Starting predict_future for GL [2025-10-09T00:05:40.036758] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:40.037554] [DEBUG] [LOCAL ] No optimal features file found for GL: ./output/feature-sets/GL.txt [2025-10-09T00:05:40.037635] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:40.037734] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:40.037804] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:40.037905] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:40.057139] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:40.057791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:40.057900] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:40.057971] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:40.096171] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:40.096284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:40.096326] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:40.096361] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:40.099723] [DEBUG] [FORECASTER] GL: Forecast T+1@11:T+2@11: UP (p=94.23%) [2025-10-09T00:05:40.100050] [INFO ] [FORECASTER] Completed predict_future for GL [2025-10-09T00:05:40.100206] [INFO ] [sig ] GL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:40.251530] [INFO ] [LOCAL ] Saved forecast: GL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GL.txt [2025-10-09T00:05:40.251847] [WARN ] [sig ] [882/2211] Failed GL after 0.3s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:40.251930] [INFO ] [sig ] [883/2211] Forecasting GLOB... [2025-10-09T00:05:40.252001] [INFO ] [sig ] Generating forecast for: GLOB [2025-10-09T00:05:40.252075] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GLOB' from 'https://tdm.silogroup.org/data/derivative_storage/GLOB.csv'. [2025-10-09T00:05:40.264699] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GLOB'. [2025-10-09T00:05:40.265102] [INFO ] [FORECASTER] Starting predict_future for GLOB [2025-10-09T00:05:40.292026] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:40.292821] [DEBUG] [LOCAL ] No optimal features file found for GLOB: ./output/feature-sets/GLOB.txt [2025-10-09T00:05:40.292898] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:40.292975] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:40.293043] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:40.293141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:40.310497] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:40.311188] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:40.311297] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:40.311366] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:40.347505] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:40.347598] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:40.347639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:40.347732] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:40.350844] [DEBUG] [FORECASTER] GLOB: Forecast T+1@11:T+2@11: UP (p=63.31%) [2025-10-09T00:05:40.351148] [INFO ] [FORECASTER] Completed predict_future for GLOB [2025-10-09T00:05:40.351291] [INFO ] [sig ] GLOB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:40.490999] [INFO ] [LOCAL ] Saved forecast: GLOB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GLOB.txt [2025-10-09T00:05:40.491268] [WARN ] [sig ] [883/2211] Failed GLOB after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:40.491346] [INFO ] [sig ] [884/2211] Forecasting GLP... [2025-10-09T00:05:40.491416] [INFO ] [sig ] Generating forecast for: GLP [2025-10-09T00:05:40.491487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GLP' from 'https://tdm.silogroup.org/data/derivative_storage/GLP.csv'. [2025-10-09T00:05:40.502060] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GLP'. [2025-10-09T00:05:40.502380] [INFO ] [FORECASTER] Starting predict_future for GLP [2025-10-09T00:05:40.527439] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:40.528197] [DEBUG] [LOCAL ] No optimal features file found for GLP: ./output/feature-sets/GLP.txt [2025-10-09T00:05:40.528276] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:40.528361] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:40.528429] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:40.528530] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:40.545972] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:40.546548] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:40.546677] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:40.546750] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:40.582437] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:40.582529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:40.582569] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:40.582601] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:40.585733] [DEBUG] [FORECASTER] GLP: Forecast T+1@11:T+2@11: DOWN (p=6.19%) [2025-10-09T00:05:40.586028] [INFO ] [FORECASTER] Completed predict_future for GLP [2025-10-09T00:05:40.586164] [INFO ] [sig ] GLP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:40.726131] [INFO ] [LOCAL ] Saved forecast: GLP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GLP.txt [2025-10-09T00:05:40.726403] [WARN ] [sig ] [884/2211] Failed GLP after 0.2s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:40.726480] [INFO ] [sig ] [885/2211] Forecasting GLW... [2025-10-09T00:05:40.726550] [INFO ] [sig ] Generating forecast for: GLW [2025-10-09T00:05:40.726623] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GLW' from 'https://tdm.silogroup.org/data/derivative_storage/GLW.csv'. [2025-10-09T00:05:40.737573] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GLW'. [2025-10-09T00:05:40.738067] [INFO ] [FORECASTER] Starting predict_future for GLW [2025-10-09T00:05:40.766151] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:40.767157] [DEBUG] [LOCAL ] No optimal features file found for GLW: ./output/feature-sets/GLW.txt [2025-10-09T00:05:40.767237] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:40.767309] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:40.767390] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:40.767514] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:40.785723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:40.786500] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:40.786619] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:40.786735] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:40.825407] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:40.825578] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:40.825625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:40.825698] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:40.829447] [DEBUG] [FORECASTER] GLW: Forecast T+1@11:T+2@11: UP (p=92.29%) [2025-10-09T00:05:40.829805] [INFO ] [FORECASTER] Completed predict_future for GLW [2025-10-09T00:05:40.829971] [INFO ] [sig ] GLW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:40.980841] [INFO ] [LOCAL ] Saved forecast: GLW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GLW.txt [2025-10-09T00:05:40.981194] [WARN ] [sig ] [885/2211] Failed GLW after 0.3s | 4.45 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:40.981303] [INFO ] [sig ] [886/2211] Forecasting GM... [2025-10-09T00:05:40.981390] [INFO ] [sig ] Generating forecast for: GM [2025-10-09T00:05:40.981479] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GM' from 'https://tdm.silogroup.org/data/derivative_storage/GM.csv'. [2025-10-09T00:05:40.991934] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GM'. [2025-10-09T00:05:40.992434] [INFO ] [FORECASTER] Starting predict_future for GM [2025-10-09T00:05:41.019876] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:41.020838] [DEBUG] [LOCAL ] No optimal features file found for GM: ./output/feature-sets/GM.txt [2025-10-09T00:05:41.020918] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:41.021005] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:41.021091] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:41.021217] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:41.040699] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:41.041353] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:41.041468] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:41.041556] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:41.083784] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:41.084058] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:41.084153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:41.084231] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:41.090181] [DEBUG] [FORECASTER] GM: Forecast T+1@11:T+2@11: UP (p=94.14%) [2025-10-09T00:05:41.090616] [INFO ] [FORECASTER] Completed predict_future for GM [2025-10-09T00:05:41.090843] [INFO ] [sig ] GM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:41.250114] [INFO ] [LOCAL ] Saved forecast: GM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GM.txt [2025-10-09T00:05:41.250417] [WARN ] [sig ] [886/2211] Failed GM after 0.3s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:41.250498] [INFO ] [sig ] [887/2211] Forecasting GME... [2025-10-09T00:05:41.250568] [INFO ] [sig ] Generating forecast for: GME [2025-10-09T00:05:41.250661] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GME' from 'https://tdm.silogroup.org/data/derivative_storage/GME.csv'. [2025-10-09T00:05:41.260881] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GME'. [2025-10-09T00:05:41.261180] [INFO ] [FORECASTER] Starting predict_future for GME [2025-10-09T00:05:41.286359] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:41.287124] [DEBUG] [LOCAL ] No optimal features file found for GME: ./output/feature-sets/GME.txt [2025-10-09T00:05:41.287201] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:41.287273] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:41.287340] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:41.287437] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:41.308482] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:41.309334] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:41.309441] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:41.309508] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:41.346222] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:41.346447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:41.346498] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:41.346532] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:41.350238] [DEBUG] [FORECASTER] GME: Forecast T+1@11:T+2@11: DOWN (p=47.32%) [2025-10-09T00:05:41.350532] [INFO ] [FORECASTER] Completed predict_future for GME [2025-10-09T00:05:41.350703] [INFO ] [sig ] GME: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:41.493300] [INFO ] [LOCAL ] Saved forecast: GME 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GME.txt [2025-10-09T00:05:41.493664] [WARN ] [sig ] [887/2211] Failed GME after 0.2s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:41.493941] [INFO ] [sig ] [888/2211] Forecasting GMED... [2025-10-09T00:05:41.493987] [INFO ] [sig ] Generating forecast for: GMED [2025-10-09T00:05:41.494052] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GMED' from 'https://tdm.silogroup.org/data/derivative_storage/GMED.csv'. [2025-10-09T00:05:41.506800] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GMED'. [2025-10-09T00:05:41.507301] [INFO ] [FORECASTER] Starting predict_future for GMED [2025-10-09T00:05:41.535294] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:41.536227] [DEBUG] [LOCAL ] No optimal features file found for GMED: ./output/feature-sets/GMED.txt [2025-10-09T00:05:41.536310] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:41.536358] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:41.536390] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:41.536454] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:41.554138] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:41.554948] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:41.555065] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:41.555138] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:41.601147] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:41.601413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:41.601495] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:41.601555] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:41.607290] [DEBUG] [FORECASTER] GMED: Forecast T+1@11:T+2@11: DOWN (p=41.98%) [2025-10-09T00:05:41.607814] [INFO ] [FORECASTER] Completed predict_future for GMED [2025-10-09T00:05:41.608052] [INFO ] [sig ] GMED: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:41.812982] [INFO ] [LOCAL ] Saved forecast: GMED 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GMED.txt [2025-10-09T00:05:41.813414] [WARN ] [sig ] [888/2211] Failed GMED after 0.3s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:41.813516] [INFO ] [sig ] [889/2211] Forecasting GMRE... [2025-10-09T00:05:41.813605] [INFO ] [sig ] Generating forecast for: GMRE [2025-10-09T00:05:41.813722] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GMRE' from 'https://tdm.silogroup.org/data/derivative_storage/GMRE.csv'. [2025-10-09T00:05:41.828090] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GMRE'. [2025-10-09T00:05:41.828722] [INFO ] [FORECASTER] Starting predict_future for GMRE [2025-10-09T00:05:41.871159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:41.872501] [DEBUG] [LOCAL ] No optimal features file found for GMRE: ./output/feature-sets/GMRE.txt [2025-10-09T00:05:41.872613] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:41.872736] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:41.872825] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:41.872960] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:41.901866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:41.903188] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:41.903346] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:41.903411] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:41.956058] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:41.956322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:41.956420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:41.956478] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:41.962411] [DEBUG] [FORECASTER] GMRE: Forecast T+1@11:T+2@11: DOWN (p=11.37%) [2025-10-09T00:05:41.963091] [INFO ] [FORECASTER] Completed predict_future for GMRE [2025-10-09T00:05:41.963333] [INFO ] [sig ] GMRE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:42.187792] [INFO ] [LOCAL ] Saved forecast: GMRE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GMRE.txt [2025-10-09T00:05:42.188234] [WARN ] [sig ] [889/2211] Failed GMRE after 0.4s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:42.188326] [INFO ] [sig ] [890/2211] Forecasting GNE... [2025-10-09T00:05:42.189378] [INFO ] [sig ] Generating forecast for: GNE [2025-10-09T00:05:42.189467] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNE' from 'https://tdm.silogroup.org/data/derivative_storage/GNE.csv'. [2025-10-09T00:05:42.208379] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GNE'. [2025-10-09T00:05:42.209049] [INFO ] [FORECASTER] Starting predict_future for GNE [2025-10-09T00:05:42.253318] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:42.254704] [DEBUG] [LOCAL ] No optimal features file found for GNE: ./output/feature-sets/GNE.txt [2025-10-09T00:05:42.254806] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:42.254894] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:42.254951] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:42.255073] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:42.282397] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:42.283755] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:42.283916] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:42.284008] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:42.339448] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:42.339733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:42.339806] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:42.339844] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:42.344813] [DEBUG] [FORECASTER] GNE: Forecast T+1@11:T+2@11: UP (p=56.26%) [2025-10-09T00:05:42.345333] [INFO ] [FORECASTER] Completed predict_future for GNE [2025-10-09T00:05:42.345542] [INFO ] [sig ] GNE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:42.565395] [INFO ] [LOCAL ] Saved forecast: GNE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GNE.txt [2025-10-09T00:05:42.565865] [WARN ] [sig ] [890/2211] Failed GNE after 0.4s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T00:05:42.565977] [INFO ] [sig ] [891/2211] Forecasting GNK... [2025-10-09T00:05:42.566062] [INFO ] [sig ] Generating forecast for: GNK [2025-10-09T00:05:42.566148] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNK' from 'https://tdm.silogroup.org/data/derivative_storage/GNK.csv'. [2025-10-09T00:05:42.580472] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GNK'. [2025-10-09T00:05:42.581072] [INFO ] [FORECASTER] Starting predict_future for GNK [2025-10-09T00:05:42.622734] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:42.624357] [DEBUG] [LOCAL ] No optimal features file found for GNK: ./output/feature-sets/GNK.txt [2025-10-09T00:05:42.624524] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:42.624616] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:42.624785] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:42.624928] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:42.654157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:42.655426] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:42.655597] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:42.655708] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:42.699821] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:42.700029] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:42.700102] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:42.700156] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:42.705346] [DEBUG] [FORECASTER] GNK: Forecast T+1@11:T+2@11: UP (p=86.11%) [2025-10-09T00:05:42.705834] [INFO ] [FORECASTER] Completed predict_future for GNK [2025-10-09T00:05:42.706040] [INFO ] [sig ] GNK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:42.949012] [INFO ] [LOCAL ] Saved forecast: GNK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GNK.txt [2025-10-09T00:05:42.949306] [WARN ] [sig ] [891/2211] Failed GNK after 0.4s | 4.43 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T00:05:42.949409] [INFO ] [sig ] [892/2211] Forecasting GNL... [2025-10-09T00:05:42.949503] [INFO ] [sig ] Generating forecast for: GNL [2025-10-09T00:05:42.949603] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNL' from 'https://tdm.silogroup.org/data/derivative_storage/GNL.csv'. [2025-10-09T00:05:42.960065] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GNL'. [2025-10-09T00:05:42.960417] [INFO ] [FORECASTER] Starting predict_future for GNL [2025-10-09T00:05:42.986703] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:42.987500] [DEBUG] [LOCAL ] No optimal features file found for GNL: ./output/feature-sets/GNL.txt [2025-10-09T00:05:42.987596] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:42.987712] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:42.987802] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:42.987930] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:43.005862] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:43.006628] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:43.006779] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:43.006870] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:43.040251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:43.040468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:43.040521] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:43.040560] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:43.044860] [DEBUG] [FORECASTER] GNL: Forecast T+1@11:T+2@11: DOWN (p=4.91%) [2025-10-09T00:05:43.045197] [INFO ] [FORECASTER] Completed predict_future for GNL [2025-10-09T00:05:43.045353] [INFO ] [sig ] GNL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:43.189870] [INFO ] [LOCAL ] Saved forecast: GNL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GNL.txt [2025-10-09T00:05:43.190141] [WARN ] [sig ] [892/2211] Failed GNL after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T00:05:43.190243] [INFO ] [sig ] [893/2211] Forecasting GNRC... [2025-10-09T00:05:43.190341] [INFO ] [sig ] Generating forecast for: GNRC [2025-10-09T00:05:43.190442] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNRC' from 'https://tdm.silogroup.org/data/derivative_storage/GNRC.csv'. [2025-10-09T00:05:43.200791] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GNRC'. [2025-10-09T00:05:43.201180] [INFO ] [FORECASTER] Starting predict_future for GNRC [2025-10-09T00:05:43.227464] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:43.228274] [DEBUG] [LOCAL ] No optimal features file found for GNRC: ./output/feature-sets/GNRC.txt [2025-10-09T00:05:43.228370] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:43.228462] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:43.228552] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:43.228746] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:43.247011] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:43.247776] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:43.247886] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:43.247958] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:43.275451] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:43.275665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:43.275744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:43.275783] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:43.279414] [DEBUG] [FORECASTER] GNRC: Forecast T+1@11:T+2@11: UP (p=71.92%) [2025-10-09T00:05:43.279816] [INFO ] [FORECASTER] Completed predict_future for GNRC [2025-10-09T00:05:43.279994] [INFO ] [sig ] GNRC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:43.422415] [INFO ] [LOCAL ] Saved forecast: GNRC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GNRC.txt [2025-10-09T00:05:43.422707] [WARN ] [sig ] [893/2211] Failed GNRC after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T00:05:43.422787] [INFO ] [sig ] [894/2211] Forecasting GNT... [2025-10-09T00:05:43.422853] [INFO ] [sig ] Generating forecast for: GNT [2025-10-09T00:05:43.422923] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNT' from 'https://tdm.silogroup.org/data/derivative_storage/GNT.csv'. [2025-10-09T00:05:43.433332] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GNT'. [2025-10-09T00:05:43.433748] [INFO ] [FORECASTER] Starting predict_future for GNT [2025-10-09T00:05:43.460420] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:43.461306] [DEBUG] [LOCAL ] No optimal features file found for GNT: ./output/feature-sets/GNT.txt [2025-10-09T00:05:43.461388] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:43.461461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:43.461531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:43.461685] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:43.479429] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:43.480122] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:43.480235] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:43.480307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:43.508966] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:43.509121] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:43.509168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:43.509204] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:43.512721] [DEBUG] [FORECASTER] GNT: Forecast T+1@11:T+2@11: UP (p=69.30%) [2025-10-09T00:05:43.513029] [INFO ] [FORECASTER] Completed predict_future for GNT [2025-10-09T00:05:43.513172] [INFO ] [sig ] GNT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:43.656710] [INFO ] [LOCAL ] Saved forecast: GNT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GNT.txt [2025-10-09T00:05:43.657024] [WARN ] [sig ] [894/2211] Failed GNT after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T00:05:43.657103] [INFO ] [sig ] [895/2211] Forecasting GNTY... [2025-10-09T00:05:43.657174] [INFO ] [sig ] Generating forecast for: GNTY [2025-10-09T00:05:43.657246] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNTY' from 'https://tdm.silogroup.org/data/derivative_storage/GNTY.csv'. [2025-10-09T00:05:43.661903] [WARN ] [REMOTE ] Historical data not found for symbol 'GNTY' (404). [2025-10-09T00:05:43.662095] [FATAL] [sig ] GNTY: No historical data fetched. [2025-10-09T00:05:43.662187] [WARN ] [sig ] [895/2211] Failed GNTY after 0.0s | 4.44 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:43.662262] [INFO ] [sig ] [896/2211] Forecasting GNW... [2025-10-09T00:05:43.662331] [INFO ] [sig ] Generating forecast for: GNW [2025-10-09T00:05:43.662397] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNW' from 'https://tdm.silogroup.org/data/derivative_storage/GNW.csv'. [2025-10-09T00:05:43.671499] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GNW'. [2025-10-09T00:05:43.671994] [INFO ] [FORECASTER] Starting predict_future for GNW [2025-10-09T00:05:43.697968] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:43.698838] [DEBUG] [LOCAL ] No optimal features file found for GNW: ./output/feature-sets/GNW.txt [2025-10-09T00:05:43.698917] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:43.698989] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:43.699057] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:43.699155] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:43.717395] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:43.718094] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:43.718201] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:43.718270] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:43.755520] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:43.755693] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:43.755760] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:43.755799] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:43.759170] [DEBUG] [FORECASTER] GNW: Forecast T+1@11:T+2@11: UP (p=91.85%) [2025-10-09T00:05:43.759494] [INFO ] [FORECASTER] Completed predict_future for GNW [2025-10-09T00:05:43.759665] [INFO ] [sig ] GNW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:43.904343] [INFO ] [LOCAL ] Saved forecast: GNW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GNW.txt [2025-10-09T00:05:43.904614] [WARN ] [sig ] [896/2211] Failed GNW after 0.2s | 4.44 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:43.904842] [INFO ] [sig ] [897/2211] Forecasting GOF... [2025-10-09T00:05:43.904913] [INFO ] [sig ] Generating forecast for: GOF [2025-10-09T00:05:43.904985] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOF' from 'https://tdm.silogroup.org/data/derivative_storage/GOF.csv'. [2025-10-09T00:05:43.915474] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GOF'. [2025-10-09T00:05:43.915880] [INFO ] [FORECASTER] Starting predict_future for GOF [2025-10-09T00:05:43.942289] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:43.943106] [DEBUG] [LOCAL ] No optimal features file found for GOF: ./output/feature-sets/GOF.txt [2025-10-09T00:05:43.943185] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:43.943264] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:43.943357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:43.943466] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:43.962414] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:43.963047] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:43.963152] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:43.963220] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:43.997429] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:43.997532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:43.997574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:43.997611] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:44.000941] [DEBUG] [FORECASTER] GOF: Forecast T+1@11:T+2@11: DOWN (p=11.12%) [2025-10-09T00:05:44.001224] [INFO ] [FORECASTER] Completed predict_future for GOF [2025-10-09T00:05:44.001357] [INFO ] [sig ] GOF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:44.148283] [INFO ] [LOCAL ] Saved forecast: GOF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GOF.txt [2025-10-09T00:05:44.148592] [WARN ] [sig ] [897/2211] Failed GOF after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:44.148698] [INFO ] [sig ] [898/2211] Forecasting GOLF... [2025-10-09T00:05:44.148768] [INFO ] [sig ] Generating forecast for: GOLF [2025-10-09T00:05:44.148819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOLF' from 'https://tdm.silogroup.org/data/derivative_storage/GOLF.csv'. [2025-10-09T00:05:44.161308] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GOLF'. [2025-10-09T00:05:44.161723] [INFO ] [FORECASTER] Starting predict_future for GOLF [2025-10-09T00:05:44.187118] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:44.187895] [DEBUG] [LOCAL ] No optimal features file found for GOLF: ./output/feature-sets/GOLF.txt [2025-10-09T00:05:44.187972] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:44.188043] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:44.188111] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:44.188209] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:44.205708] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:44.206273] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:44.206375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:44.206444] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:44.241090] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:44.241193] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:44.241234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:44.241268] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:44.244424] [DEBUG] [FORECASTER] GOLF: Forecast T+1@11:T+2@11: DOWN (p=3.81%) [2025-10-09T00:05:44.244730] [INFO ] [FORECASTER] Completed predict_future for GOLF [2025-10-09T00:05:44.244884] [INFO ] [sig ] GOLF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:44.385000] [INFO ] [LOCAL ] Saved forecast: GOLF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GOLF.txt [2025-10-09T00:05:44.385220] [WARN ] [sig ] [898/2211] Failed GOLF after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:44.385297] [INFO ] [sig ] [899/2211] Forecasting GOOS... [2025-10-09T00:05:44.385367] [INFO ] [sig ] Generating forecast for: GOOS [2025-10-09T00:05:44.385438] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOOS' from 'https://tdm.silogroup.org/data/derivative_storage/GOOS.csv'. [2025-10-09T00:05:44.395433] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GOOS'. [2025-10-09T00:05:44.395781] [INFO ] [FORECASTER] Starting predict_future for GOOS [2025-10-09T00:05:44.421332] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:44.422174] [DEBUG] [LOCAL ] No optimal features file found for GOOS: ./output/feature-sets/GOOS.txt [2025-10-09T00:05:44.422252] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:44.422326] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:44.422413] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:44.422490] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:44.440449] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:44.441063] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:44.441167] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:44.441250] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:44.476178] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:44.476281] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:44.476322] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:44.476355] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:44.479667] [DEBUG] [FORECASTER] GOOS: Forecast T+1@11:T+2@11: DOWN (p=2.85%) [2025-10-09T00:05:44.479962] [INFO ] [FORECASTER] Completed predict_future for GOOS [2025-10-09T00:05:44.480101] [INFO ] [sig ] GOOS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:44.620146] [INFO ] [LOCAL ] Saved forecast: GOOS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GOOS.txt [2025-10-09T00:05:44.620381] [WARN ] [sig ] [899/2211] Failed GOOS after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:44.620459] [INFO ] [sig ] [900/2211] Forecasting GOTU... [2025-10-09T00:05:44.620602] [INFO ] [sig ] Generating forecast for: GOTU [2025-10-09T00:05:44.620702] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOTU' from 'https://tdm.silogroup.org/data/derivative_storage/GOTU.csv'. [2025-10-09T00:05:44.630423] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GOTU'. [2025-10-09T00:05:44.630776] [INFO ] [FORECASTER] Starting predict_future for GOTU [2025-10-09T00:05:44.655949] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:44.656735] [DEBUG] [LOCAL ] No optimal features file found for GOTU: ./output/feature-sets/GOTU.txt [2025-10-09T00:05:44.656812] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:44.656883] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:44.656950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:44.657049] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:44.674902] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:44.675486] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:44.675588] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:44.675680] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:44.709446] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:44.709553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:44.709594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:44.709628] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:44.712783] [DEBUG] [FORECASTER] GOTU: Forecast T+1@11:T+2@11: DOWN (p=15.58%) [2025-10-09T00:05:44.713059] [INFO ] [FORECASTER] Completed predict_future for GOTU [2025-10-09T00:05:44.713207] [INFO ] [sig ] GOTU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:44.852965] [INFO ] [LOCAL ] Saved forecast: GOTU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GOTU.txt [2025-10-09T00:05:44.853212] [WARN ] [sig ] [900/2211] Failed GOTU after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:44.853289] [INFO ] [sig ] [901/2211] Forecasting GPC... [2025-10-09T00:05:44.853361] [INFO ] [sig ] Generating forecast for: GPC [2025-10-09T00:05:44.853432] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPC' from 'https://tdm.silogroup.org/data/derivative_storage/GPC.csv'. [2025-10-09T00:05:44.864835] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GPC'. [2025-10-09T00:05:44.865129] [INFO ] [FORECASTER] Starting predict_future for GPC [2025-10-09T00:05:44.890260] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:44.891024] [DEBUG] [LOCAL ] No optimal features file found for GPC: ./output/feature-sets/GPC.txt [2025-10-09T00:05:44.891101] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:44.891172] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:44.891240] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:44.891339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:44.908688] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:44.909283] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:44.909391] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:44.909459] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:44.939442] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:44.939533] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:44.939574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:44.939606] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:44.942636] [DEBUG] [FORECASTER] GPC: Forecast T+1@11:T+2@11: DOWN (p=17.25%) [2025-10-09T00:05:44.942935] [INFO ] [FORECASTER] Completed predict_future for GPC [2025-10-09T00:05:44.943067] [INFO ] [sig ] GPC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:45.084639] [INFO ] [LOCAL ] Saved forecast: GPC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GPC.txt [2025-10-09T00:05:45.084963] [WARN ] [sig ] [901/2211] Failed GPC after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:45.085050] [INFO ] [sig ] [902/2211] Forecasting GPI... [2025-10-09T00:05:45.085124] [INFO ] [sig ] Generating forecast for: GPI [2025-10-09T00:05:45.085198] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPI' from 'https://tdm.silogroup.org/data/derivative_storage/GPI.csv'. [2025-10-09T00:05:45.096158] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'GPI'. [2025-10-09T00:05:45.096516] [INFO ] [FORECASTER] Starting predict_future for GPI [2025-10-09T00:05:45.121999] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:45.122771] [DEBUG] [LOCAL ] No optimal features file found for GPI: ./output/feature-sets/GPI.txt [2025-10-09T00:05:45.122850] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:45.122921] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:45.122994] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:45.123097] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:45.140530] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:45.141134] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:45.141237] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:45.141309] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:45.175965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:45.176098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:45.176157] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:45.176193] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:45.179675] [DEBUG] [FORECASTER] GPI: Forecast T+1@11:T+2@11: UP (p=99.12%) [2025-10-09T00:05:45.179972] [INFO ] [FORECASTER] Completed predict_future for GPI [2025-10-09T00:05:45.180122] [INFO ] [sig ] GPI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:45.319773] [INFO ] [LOCAL ] Saved forecast: GPI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GPI.txt [2025-10-09T00:05:45.320025] [WARN ] [sig ] [902/2211] Failed GPI after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:45.320102] [INFO ] [sig ] [903/2211] Forecasting GPJA... [2025-10-09T00:05:45.320169] [INFO ] [sig ] Generating forecast for: GPJA [2025-10-09T00:05:45.320238] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPJA' from 'https://tdm.silogroup.org/data/derivative_storage/GPJA.csv'. [2025-10-09T00:05:45.329860] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'GPJA'. [2025-10-09T00:05:45.330171] [INFO ] [FORECASTER] Starting predict_future for GPJA [2025-10-09T00:05:45.355389] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:45.356155] [DEBUG] [LOCAL ] No optimal features file found for GPJA: ./output/feature-sets/GPJA.txt [2025-10-09T00:05:45.356233] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:45.356304] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:45.356369] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:45.356465] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:45.373966] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:45.374544] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:45.374667] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:45.374740] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:45.400140] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:45.400241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:45.400283] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:45.400317] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:45.403514] [DEBUG] [FORECASTER] GPJA: Forecast T+1@11:T+2@11: DOWN (p=14.52%) [2025-10-09T00:05:45.403834] [INFO ] [FORECASTER] Completed predict_future for GPJA [2025-10-09T00:05:45.403981] [INFO ] [sig ] GPJA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:45.545857] [INFO ] [LOCAL ] Saved forecast: GPJA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GPJA.txt [2025-10-09T00:05:45.546298] [WARN ] [sig ] [903/2211] Failed GPJA after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:45.546384] [INFO ] [sig ] [904/2211] Forecasting GPK... [2025-10-09T00:05:45.546460] [INFO ] [sig ] Generating forecast for: GPK [2025-10-09T00:05:45.546530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPK' from 'https://tdm.silogroup.org/data/derivative_storage/GPK.csv'. [2025-10-09T00:05:45.556565] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GPK'. [2025-10-09T00:05:45.556914] [INFO ] [FORECASTER] Starting predict_future for GPK [2025-10-09T00:05:45.583090] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:45.583889] [DEBUG] [LOCAL ] No optimal features file found for GPK: ./output/feature-sets/GPK.txt [2025-10-09T00:05:45.583966] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:45.584037] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:45.584118] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:45.584217] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:45.601786] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:45.602408] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:45.602530] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:45.602602] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:45.628959] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:45.629064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:45.629106] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:45.629140] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:45.632358] [DEBUG] [FORECASTER] GPK: Forecast T+1@11:T+2@11: UP (p=81.93%) [2025-10-09T00:05:45.632661] [INFO ] [FORECASTER] Completed predict_future for GPK [2025-10-09T00:05:45.632842] [INFO ] [sig ] GPK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:45.776605] [INFO ] [LOCAL ] Saved forecast: GPK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GPK.txt [2025-10-09T00:05:45.777031] [WARN ] [sig ] [904/2211] Failed GPK after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:45.777106] [INFO ] [sig ] [905/2211] Forecasting GPMT... [2025-10-09T00:05:45.777175] [INFO ] [sig ] Generating forecast for: GPMT [2025-10-09T00:05:45.777248] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPMT' from 'https://tdm.silogroup.org/data/derivative_storage/GPMT.csv'. [2025-10-09T00:05:45.787412] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GPMT'. [2025-10-09T00:05:45.787775] [INFO ] [FORECASTER] Starting predict_future for GPMT [2025-10-09T00:05:45.813730] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:45.814549] [DEBUG] [LOCAL ] No optimal features file found for GPMT: ./output/feature-sets/GPMT.txt [2025-10-09T00:05:45.814630] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:45.814726] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:45.814795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:45.814896] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:45.832764] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:45.833356] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:45.833463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:45.833534] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:45.867869] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:45.867981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:45.868026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:45.868060] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:45.871487] [DEBUG] [FORECASTER] GPMT: Forecast T+1@11:T+2@11: UP (p=64.63%) [2025-10-09T00:05:45.871834] [INFO ] [FORECASTER] Completed predict_future for GPMT [2025-10-09T00:05:45.871985] [INFO ] [sig ] GPMT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:46.019144] [INFO ] [LOCAL ] Saved forecast: GPMT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GPMT.txt [2025-10-09T00:05:46.019486] [WARN ] [sig ] [905/2211] Failed GPMT after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:46.019572] [INFO ] [sig ] [906/2211] Forecasting GPN... [2025-10-09T00:05:46.019619] [INFO ] [sig ] Generating forecast for: GPN [2025-10-09T00:05:46.019715] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPN' from 'https://tdm.silogroup.org/data/derivative_storage/GPN.csv'. [2025-10-09T00:05:46.030276] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GPN'. [2025-10-09T00:05:46.030704] [INFO ] [FORECASTER] Starting predict_future for GPN [2025-10-09T00:05:46.057237] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:46.058147] [DEBUG] [LOCAL ] No optimal features file found for GPN: ./output/feature-sets/GPN.txt [2025-10-09T00:05:46.058229] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:46.058301] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:46.058371] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:46.058469] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:46.076723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:46.077378] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:46.077484] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:46.077554] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:46.113425] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:46.113559] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:46.113625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:46.113703] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:46.117024] [DEBUG] [FORECASTER] GPN: Forecast T+1@11:T+2@11: DOWN (p=30.15%) [2025-10-09T00:05:46.117321] [INFO ] [FORECASTER] Completed predict_future for GPN [2025-10-09T00:05:46.117459] [INFO ] [sig ] GPN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:46.272317] [INFO ] [LOCAL ] Saved forecast: GPN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GPN.txt [2025-10-09T00:05:46.272577] [WARN ] [sig ] [906/2211] Failed GPN after 0.3s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:46.272682] [INFO ] [sig ] [907/2211] Forecasting GPOR... [2025-10-09T00:05:46.272750] [INFO ] [sig ] Generating forecast for: GPOR [2025-10-09T00:05:46.272790] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPOR' from 'https://tdm.silogroup.org/data/derivative_storage/GPOR.csv'. [2025-10-09T00:05:46.283787] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GPOR'. [2025-10-09T00:05:46.284215] [INFO ] [FORECASTER] Starting predict_future for GPOR [2025-10-09T00:05:46.309732] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:46.310531] [DEBUG] [LOCAL ] No optimal features file found for GPOR: ./output/feature-sets/GPOR.txt [2025-10-09T00:05:46.310610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:46.310712] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:46.310783] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:46.310884] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:46.328295] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:46.329013] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:46.329121] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:46.329192] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:46.365503] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:46.365670] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:46.365742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:46.365781] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:46.369098] [DEBUG] [FORECASTER] GPOR: Forecast T+1@11:T+2@11: UP (p=98.93%) [2025-10-09T00:05:46.369419] [INFO ] [FORECASTER] Completed predict_future for GPOR [2025-10-09T00:05:46.369568] [INFO ] [sig ] GPOR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:46.511720] [INFO ] [LOCAL ] Saved forecast: GPOR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GPOR.txt [2025-10-09T00:05:46.512266] [WARN ] [sig ] [907/2211] Failed GPOR after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:46.512354] [INFO ] [sig ] [908/2211] Forecasting GPRK... [2025-10-09T00:05:46.512424] [INFO ] [sig ] Generating forecast for: GPRK [2025-10-09T00:05:46.512497] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPRK' from 'https://tdm.silogroup.org/data/derivative_storage/GPRK.csv'. [2025-10-09T00:05:46.522576] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GPRK'. [2025-10-09T00:05:46.522940] [INFO ] [FORECASTER] Starting predict_future for GPRK [2025-10-09T00:05:46.548205] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:46.549008] [DEBUG] [LOCAL ] No optimal features file found for GPRK: ./output/feature-sets/GPRK.txt [2025-10-09T00:05:46.549087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:46.549159] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:46.549228] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:46.549343] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:46.566826] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:46.567578] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:46.567713] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:46.567784] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:46.603798] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:46.603990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:46.604036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:46.604072] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:46.607681] [DEBUG] [FORECASTER] GPRK: Forecast T+1@11:T+2@11: UP (p=94.64%) [2025-10-09T00:05:46.607999] [INFO ] [FORECASTER] Completed predict_future for GPRK [2025-10-09T00:05:46.608142] [INFO ] [sig ] GPRK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:46.748090] [INFO ] [LOCAL ] Saved forecast: GPRK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GPRK.txt [2025-10-09T00:05:46.748336] [WARN ] [sig ] [908/2211] Failed GPRK after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:46.748414] [INFO ] [sig ] [909/2211] Forecasting GRBK... [2025-10-09T00:05:46.748484] [INFO ] [sig ] Generating forecast for: GRBK [2025-10-09T00:05:46.748555] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRBK' from 'https://tdm.silogroup.org/data/derivative_storage/GRBK.csv'. [2025-10-09T00:05:46.759108] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GRBK'. [2025-10-09T00:05:46.759511] [INFO ] [FORECASTER] Starting predict_future for GRBK [2025-10-09T00:05:46.785077] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:46.785861] [DEBUG] [LOCAL ] No optimal features file found for GRBK: ./output/feature-sets/GRBK.txt [2025-10-09T00:05:46.785939] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:46.786021] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:46.786096] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:46.786194] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:46.803868] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:46.804447] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:46.804551] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:46.804620] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:46.839386] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:46.839491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:46.839550] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:46.839585] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:46.842803] [DEBUG] [FORECASTER] GRBK: Forecast T+1@11:T+2@11: DOWN (p=48.05%) [2025-10-09T00:05:46.843079] [INFO ] [FORECASTER] Completed predict_future for GRBK [2025-10-09T00:05:46.843212] [INFO ] [sig ] GRBK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:46.989872] [INFO ] [LOCAL ] Saved forecast: GRBK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GRBK.txt [2025-10-09T00:05:46.990248] [WARN ] [sig ] [909/2211] Failed GRBK after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:46.990332] [INFO ] [sig ] [910/2211] Forecasting GRC... [2025-10-09T00:05:46.990404] [INFO ] [sig ] Generating forecast for: GRC [2025-10-09T00:05:46.990491] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRC' from 'https://tdm.silogroup.org/data/derivative_storage/GRC.csv'. [2025-10-09T00:05:47.002405] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GRC'. [2025-10-09T00:05:47.002807] [INFO ] [FORECASTER] Starting predict_future for GRC [2025-10-09T00:05:47.029159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:47.030028] [DEBUG] [LOCAL ] No optimal features file found for GRC: ./output/feature-sets/GRC.txt [2025-10-09T00:05:47.030108] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:47.030188] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:47.030266] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:47.030407] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:47.048522] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:47.049150] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:47.049286] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:47.049363] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:47.082515] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:47.082623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:47.082701] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:47.082754] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:47.085967] [DEBUG] [FORECASTER] GRC: Forecast T+1@11:T+2@11: UP (p=97.60%) [2025-10-09T00:05:47.086259] [INFO ] [FORECASTER] Completed predict_future for GRC [2025-10-09T00:05:47.086393] [INFO ] [sig ] GRC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:47.228280] [INFO ] [LOCAL ] Saved forecast: GRC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GRC.txt [2025-10-09T00:05:47.228581] [WARN ] [sig ] [910/2211] Failed GRC after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:47.228685] [INFO ] [sig ] [911/2211] Forecasting GRDN... [2025-10-09T00:05:47.228757] [INFO ] [sig ] Generating forecast for: GRDN [2025-10-09T00:05:47.228829] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRDN' from 'https://tdm.silogroup.org/data/derivative_storage/GRDN.csv'. [2025-10-09T00:05:47.238837] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GRDN'. [2025-10-09T00:05:47.239183] [INFO ] [FORECASTER] Starting predict_future for GRDN [2025-10-09T00:05:47.264752] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:47.265547] [DEBUG] [LOCAL ] No optimal features file found for GRDN: ./output/feature-sets/GRDN.txt [2025-10-09T00:05:47.265628] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:47.265723] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:47.265794] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:47.265926] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:47.283436] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:47.284048] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:47.284150] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:47.284219] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:47.317289] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:47.317423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:47.317479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:47.317515] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:47.321241] [DEBUG] [FORECASTER] GRDN: Forecast T+1@11:T+2@11: UP (p=93.53%) [2025-10-09T00:05:47.321538] [INFO ] [FORECASTER] Completed predict_future for GRDN [2025-10-09T00:05:47.321709] [INFO ] [sig ] GRDN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:47.464845] [INFO ] [LOCAL ] Saved forecast: GRDN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GRDN.txt [2025-10-09T00:05:47.465104] [WARN ] [sig ] [911/2211] Failed GRDN after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:47.465183] [INFO ] [sig ] [912/2211] Forecasting GRMN... [2025-10-09T00:05:47.465253] [INFO ] [sig ] Generating forecast for: GRMN [2025-10-09T00:05:47.465324] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRMN' from 'https://tdm.silogroup.org/data/derivative_storage/GRMN.csv'. [2025-10-09T00:05:47.475341] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GRMN'. [2025-10-09T00:05:47.475708] [INFO ] [FORECASTER] Starting predict_future for GRMN [2025-10-09T00:05:47.501838] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:47.502701] [DEBUG] [LOCAL ] No optimal features file found for GRMN: ./output/feature-sets/GRMN.txt [2025-10-09T00:05:47.502783] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:47.502857] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:47.502929] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:47.503028] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:47.521564] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:47.522251] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:47.522359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:47.522429] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:47.555217] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:47.555359] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:47.555403] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:47.555437] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:47.558747] [DEBUG] [FORECASTER] GRMN: Forecast T+1@11:T+2@11: DOWN (p=38.85%) [2025-10-09T00:05:47.559038] [INFO ] [FORECASTER] Completed predict_future for GRMN [2025-10-09T00:05:47.559176] [INFO ] [sig ] GRMN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:47.705037] [INFO ] [LOCAL ] Saved forecast: GRMN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GRMN.txt [2025-10-09T00:05:47.705308] [WARN ] [sig ] [912/2211] Failed GRMN after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:47.705389] [INFO ] [sig ] [913/2211] Forecasting GRND... [2025-10-09T00:05:47.705460] [INFO ] [sig ] Generating forecast for: GRND [2025-10-09T00:05:47.705532] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRND' from 'https://tdm.silogroup.org/data/derivative_storage/GRND.csv'. [2025-10-09T00:05:47.715926] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GRND'. [2025-10-09T00:05:47.716270] [INFO ] [FORECASTER] Starting predict_future for GRND [2025-10-09T00:05:47.742113] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:47.742944] [DEBUG] [LOCAL ] No optimal features file found for GRND: ./output/feature-sets/GRND.txt [2025-10-09T00:05:47.743026] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:47.743099] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:47.743169] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:47.743268] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:47.761299] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:47.761958] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:47.762066] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:47.762137] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:47.798461] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:47.798582] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:47.798625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:47.798694] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:47.801975] [DEBUG] [FORECASTER] GRND: Forecast T+1@11:T+2@11: DOWN (p=17.82%) [2025-10-09T00:05:47.802263] [INFO ] [FORECASTER] Completed predict_future for GRND [2025-10-09T00:05:47.802404] [INFO ] [sig ] GRND: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:47.945911] [INFO ] [LOCAL ] Saved forecast: GRND 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GRND.txt [2025-10-09T00:05:47.946164] [WARN ] [sig ] [913/2211] Failed GRND after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:47.946242] [INFO ] [sig ] [914/2211] Forecasting GRNT... [2025-10-09T00:05:47.946391] [INFO ] [sig ] Generating forecast for: GRNT [2025-10-09T00:05:47.946465] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRNT' from 'https://tdm.silogroup.org/data/derivative_storage/GRNT.csv'. [2025-10-09T00:05:47.961545] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GRNT'. [2025-10-09T00:05:47.961953] [INFO ] [FORECASTER] Starting predict_future for GRNT [2025-10-09T00:05:47.989709] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:47.990512] [DEBUG] [LOCAL ] No optimal features file found for GRNT: ./output/feature-sets/GRNT.txt [2025-10-09T00:05:47.990591] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:47.990698] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:47.990780] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:47.990896] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:48.009636] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:48.010268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:48.010377] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:48.010446] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:48.044848] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:48.045039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:48.045089] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:48.045124] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:48.048877] [DEBUG] [FORECASTER] GRNT: Forecast T+1@11:T+2@11: DOWN (p=24.13%) [2025-10-09T00:05:48.049178] [INFO ] [FORECASTER] Completed predict_future for GRNT [2025-10-09T00:05:48.049348] [INFO ] [sig ] GRNT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:48.189409] [INFO ] [LOCAL ] Saved forecast: GRNT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GRNT.txt [2025-10-09T00:05:48.189697] [WARN ] [sig ] [914/2211] Failed GRNT after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:48.189783] [INFO ] [sig ] [915/2211] Forecasting GROV... [2025-10-09T00:05:48.189852] [INFO ] [sig ] Generating forecast for: GROV [2025-10-09T00:05:48.189924] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GROV' from 'https://tdm.silogroup.org/data/derivative_storage/GROV.csv'. [2025-10-09T00:05:48.200373] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GROV'. [2025-10-09T00:05:48.200700] [INFO ] [FORECASTER] Starting predict_future for GROV [2025-10-09T00:05:48.225766] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:48.226476] [DEBUG] [LOCAL ] No optimal features file found for GROV: ./output/feature-sets/GROV.txt [2025-10-09T00:05:48.226554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:48.226625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:48.226731] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:48.226829] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:48.244319] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:48.244930] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:48.245033] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:48.245102] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:48.277177] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:48.277270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:48.277311] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:48.277343] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:48.280545] [DEBUG] [FORECASTER] GROV: Forecast T+1@11:T+2@11: DOWN (p=36.06%) [2025-10-09T00:05:48.280855] [INFO ] [FORECASTER] Completed predict_future for GROV [2025-10-09T00:05:48.281003] [INFO ] [sig ] GROV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:48.420635] [INFO ] [LOCAL ] Saved forecast: GROV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GROV.txt [2025-10-09T00:05:48.420894] [WARN ] [sig ] [915/2211] Failed GROV after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:48.420972] [INFO ] [sig ] [916/2211] Forecasting GRX... [2025-10-09T00:05:48.421042] [INFO ] [sig ] Generating forecast for: GRX [2025-10-09T00:05:48.421114] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRX' from 'https://tdm.silogroup.org/data/derivative_storage/GRX.csv'. [2025-10-09T00:05:48.430565] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GRX'. [2025-10-09T00:05:48.430869] [INFO ] [FORECASTER] Starting predict_future for GRX [2025-10-09T00:05:48.455892] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:48.456604] [DEBUG] [LOCAL ] No optimal features file found for GRX: ./output/feature-sets/GRX.txt [2025-10-09T00:05:48.456704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:48.456776] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:48.456843] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:48.456942] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:48.474270] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:48.474892] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:48.474994] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:48.475066] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:48.507749] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:48.507845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:48.507902] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:48.507937] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:48.511082] [DEBUG] [FORECASTER] GRX: Forecast T+1@11:T+2@11: DOWN (p=17.91%) [2025-10-09T00:05:48.511353] [INFO ] [FORECASTER] Completed predict_future for GRX [2025-10-09T00:05:48.511488] [INFO ] [sig ] GRX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:48.651385] [INFO ] [LOCAL ] Saved forecast: GRX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GRX.txt [2025-10-09T00:05:48.651624] [WARN ] [sig ] [916/2211] Failed GRX after 0.2s | 4.43 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T00:05:48.651724] [INFO ] [sig ] [917/2211] Forecasting GS... [2025-10-09T00:05:48.651794] [INFO ] [sig ] Generating forecast for: GS [2025-10-09T00:05:48.651890] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GS' from 'https://tdm.silogroup.org/data/derivative_storage/GS.csv'. [2025-10-09T00:05:48.661594] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GS'. [2025-10-09T00:05:48.661927] [INFO ] [FORECASTER] Starting predict_future for GS [2025-10-09T00:05:48.687440] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:48.688372] [DEBUG] [LOCAL ] No optimal features file found for GS: ./output/feature-sets/GS.txt [2025-10-09T00:05:48.688450] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:48.688520] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:48.688587] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:48.688838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:48.709965] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:48.710806] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:48.710913] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:48.710982] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:48.748826] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:48.749042] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:48.749092] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:48.749127] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:48.752874] [DEBUG] [FORECASTER] GS: Forecast T+1@11:T+2@11: UP (p=95.08%) [2025-10-09T00:05:48.753185] [INFO ] [FORECASTER] Completed predict_future for GS [2025-10-09T00:05:48.753331] [INFO ] [sig ] GS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:48.895994] [INFO ] [LOCAL ] Saved forecast: GS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GS.txt [2025-10-09T00:05:48.896352] [WARN ] [sig ] [917/2211] Failed GS after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T00:05:48.896438] [INFO ] [sig ] [918/2211] Forecasting GSBD... [2025-10-09T00:05:48.896509] [INFO ] [sig ] Generating forecast for: GSBD [2025-10-09T00:05:48.896587] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GSBD' from 'https://tdm.silogroup.org/data/derivative_storage/GSBD.csv'. [2025-10-09T00:05:48.908297] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GSBD'. [2025-10-09T00:05:48.908710] [INFO ] [FORECASTER] Starting predict_future for GSBD [2025-10-09T00:05:48.936525] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:48.937384] [DEBUG] [LOCAL ] No optimal features file found for GSBD: ./output/feature-sets/GSBD.txt [2025-10-09T00:05:48.937468] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:48.937567] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:48.937678] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:48.937824] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:48.957564] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:48.958220] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:48.958339] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:48.958422] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:48.993884] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:48.994001] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:48.994045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:48.994079] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:48.997363] [DEBUG] [FORECASTER] GSBD: Forecast T+1@11:T+2@11: UP (p=76.36%) [2025-10-09T00:05:48.997677] [INFO ] [FORECASTER] Completed predict_future for GSBD [2025-10-09T00:05:48.997836] [INFO ] [sig ] GSBD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:49.143402] [INFO ] [LOCAL ] Saved forecast: GSBD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GSBD.txt [2025-10-09T00:05:49.143678] [WARN ] [sig ] [918/2211] Failed GSBD after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T00:05:49.143753] [INFO ] [sig ] [919/2211] Forecasting GSK... [2025-10-09T00:05:49.143793] [INFO ] [sig ] Generating forecast for: GSK [2025-10-09T00:05:49.143830] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GSK' from 'https://tdm.silogroup.org/data/derivative_storage/GSK.csv'. [2025-10-09T00:05:49.154039] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GSK'. [2025-10-09T00:05:49.154422] [INFO ] [FORECASTER] Starting predict_future for GSK [2025-10-09T00:05:49.180352] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:49.181158] [DEBUG] [LOCAL ] No optimal features file found for GSK: ./output/feature-sets/GSK.txt [2025-10-09T00:05:49.181238] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:49.181315] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:49.181385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:49.181489] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:49.200065] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:49.200769] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:49.200878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:49.200951] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:49.235038] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:49.235221] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:49.235268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:49.235303] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:49.238910] [DEBUG] [FORECASTER] GSK: Forecast T+1@11:T+2@11: DOWN (p=1.49%) [2025-10-09T00:05:49.239208] [INFO ] [FORECASTER] Completed predict_future for GSK [2025-10-09T00:05:49.239383] [INFO ] [sig ] GSK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:49.383186] [INFO ] [LOCAL ] Saved forecast: GSK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GSK.txt [2025-10-09T00:05:49.383461] [WARN ] [sig ] [919/2211] Failed GSK after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T00:05:49.383539] [INFO ] [sig ] [920/2211] Forecasting GSL... [2025-10-09T00:05:49.383609] [INFO ] [sig ] Generating forecast for: GSL [2025-10-09T00:05:49.383700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GSL' from 'https://tdm.silogroup.org/data/derivative_storage/GSL.csv'. [2025-10-09T00:05:49.393716] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GSL'. [2025-10-09T00:05:49.394058] [INFO ] [FORECASTER] Starting predict_future for GSL [2025-10-09T00:05:49.419936] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:49.420725] [DEBUG] [LOCAL ] No optimal features file found for GSL: ./output/feature-sets/GSL.txt [2025-10-09T00:05:49.420805] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:49.420887] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:49.420979] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:49.421083] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:49.439124] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:49.439794] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:49.439905] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:49.439976] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:49.471955] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:49.472066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:49.472107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:49.472141] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:49.475302] [DEBUG] [FORECASTER] GSL: Forecast T+1@11:T+2@11: UP (p=64.59%) [2025-10-09T00:05:49.475583] [INFO ] [FORECASTER] Completed predict_future for GSL [2025-10-09T00:05:49.475746] [INFO ] [sig ] GSL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:49.623580] [INFO ] [LOCAL ] Saved forecast: GSL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GSL.txt [2025-10-09T00:05:49.623879] [WARN ] [sig ] [920/2211] Failed GSL after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T00:05:49.623958] [INFO ] [sig ] [921/2211] Forecasting GTES... [2025-10-09T00:05:49.624028] [INFO ] [sig ] Generating forecast for: GTES [2025-10-09T00:05:49.624100] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTES' from 'https://tdm.silogroup.org/data/derivative_storage/GTES.csv'. [2025-10-09T00:05:49.635160] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GTES'. [2025-10-09T00:05:49.635520] [INFO ] [FORECASTER] Starting predict_future for GTES [2025-10-09T00:05:49.661592] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:49.662406] [DEBUG] [LOCAL ] No optimal features file found for GTES: ./output/feature-sets/GTES.txt [2025-10-09T00:05:49.662489] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:49.662563] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:49.662631] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:49.662765] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:49.681007] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:49.681611] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:49.681747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:49.681823] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:49.715720] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:49.715851] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:49.715896] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:49.715931] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:49.720434] [DEBUG] [FORECASTER] GTES: Forecast T+1@11:T+2@11: UP (p=94.48%) [2025-10-09T00:05:49.720817] [INFO ] [FORECASTER] Completed predict_future for GTES [2025-10-09T00:05:49.720999] [INFO ] [sig ] GTES: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:49.864557] [INFO ] [LOCAL ] Saved forecast: GTES 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GTES.txt [2025-10-09T00:05:49.864863] [WARN ] [sig ] [921/2211] Failed GTES after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T00:05:49.864960] [INFO ] [sig ] [922/2211] Forecasting GTLS... [2025-10-09T00:05:49.865023] [INFO ] [sig ] Generating forecast for: GTLS [2025-10-09T00:05:49.865089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTLS' from 'https://tdm.silogroup.org/data/derivative_storage/GTLS.csv'. [2025-10-09T00:05:49.875035] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GTLS'. [2025-10-09T00:05:49.875366] [INFO ] [FORECASTER] Starting predict_future for GTLS [2025-10-09T00:05:49.901553] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:49.902365] [DEBUG] [LOCAL ] No optimal features file found for GTLS: ./output/feature-sets/GTLS.txt [2025-10-09T00:05:49.902446] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:49.902519] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:49.902589] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:49.902719] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:49.921262] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:49.921927] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:49.922036] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:49.922107] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:49.951183] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:49.951320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:49.951366] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:49.951402] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:49.954989] [DEBUG] [FORECASTER] GTLS: Forecast T+1@11:T+2@11: UP (p=95.96%) [2025-10-09T00:05:49.955287] [INFO ] [FORECASTER] Completed predict_future for GTLS [2025-10-09T00:05:49.955425] [INFO ] [sig ] GTLS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:50.099501] [INFO ] [LOCAL ] Saved forecast: GTLS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GTLS.txt [2025-10-09T00:05:50.099768] [WARN ] [sig ] [922/2211] Failed GTLS after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T00:05:50.099849] [INFO ] [sig ] [923/2211] Forecasting GTN... [2025-10-09T00:05:50.099920] [INFO ] [sig ] Generating forecast for: GTN [2025-10-09T00:05:50.099992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTN' from 'https://tdm.silogroup.org/data/derivative_storage/GTN.csv'. [2025-10-09T00:05:50.109376] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GTN'. [2025-10-09T00:05:50.109732] [INFO ] [FORECASTER] Starting predict_future for GTN [2025-10-09T00:05:50.135580] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:50.136376] [DEBUG] [LOCAL ] No optimal features file found for GTN: ./output/feature-sets/GTN.txt [2025-10-09T00:05:50.136457] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:50.136531] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:50.136601] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:50.136730] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:50.155424] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:50.156084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:50.156190] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:50.156260] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:50.182562] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:50.182702] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:50.182766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:50.182819] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:50.186115] [DEBUG] [FORECASTER] GTN: Forecast T+1@11:T+2@11: DOWN (p=23.31%) [2025-10-09T00:05:50.186401] [INFO ] [FORECASTER] Completed predict_future for GTN [2025-10-09T00:05:50.186536] [INFO ] [sig ] GTN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:50.342447] [INFO ] [LOCAL ] Saved forecast: GTN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GTN.txt [2025-10-09T00:05:50.342777] [WARN ] [sig ] [923/2211] Failed GTN after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:50.342857] [INFO ] [sig ] [924/2211] Forecasting GTY... [2025-10-09T00:05:50.342928] [INFO ] [sig ] Generating forecast for: GTY [2025-10-09T00:05:50.342998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTY' from 'https://tdm.silogroup.org/data/derivative_storage/GTY.csv'. [2025-10-09T00:05:50.353397] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GTY'. [2025-10-09T00:05:50.353765] [INFO ] [FORECASTER] Starting predict_future for GTY [2025-10-09T00:05:50.379285] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:50.380114] [DEBUG] [LOCAL ] No optimal features file found for GTY: ./output/feature-sets/GTY.txt [2025-10-09T00:05:50.380191] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:50.380261] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:50.380328] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:50.380424] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:50.398341] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:50.398965] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:50.399066] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:50.399135] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:50.425560] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:50.425710] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:50.425787] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:50.425830] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:50.429230] [DEBUG] [FORECASTER] GTY: Forecast T+1@11:T+2@11: DOWN (p=1.38%) [2025-10-09T00:05:50.429555] [INFO ] [FORECASTER] Completed predict_future for GTY [2025-10-09T00:05:50.429753] [INFO ] [sig ] GTY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:50.574850] [INFO ] [LOCAL ] Saved forecast: GTY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GTY.txt [2025-10-09T00:05:50.575113] [WARN ] [sig ] [924/2211] Failed GTY after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:50.575187] [INFO ] [sig ] [925/2211] Forecasting GUG... [2025-10-09T00:05:50.575256] [INFO ] [sig ] Generating forecast for: GUG [2025-10-09T00:05:50.575324] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GUG' from 'https://tdm.silogroup.org/data/derivative_storage/GUG.csv'. [2025-10-09T00:05:50.585387] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GUG'. [2025-10-09T00:05:50.585805] [INFO ] [FORECASTER] Starting predict_future for GUG [2025-10-09T00:05:50.611899] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:50.612727] [DEBUG] [LOCAL ] No optimal features file found for GUG: ./output/feature-sets/GUG.txt [2025-10-09T00:05:50.612812] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:50.612896] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:50.612979] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:50.613133] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:50.631733] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:50.632380] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:50.632488] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:50.632565] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:50.663908] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:50.664027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:50.664073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:50.664109] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:50.667888] [DEBUG] [FORECASTER] GUG: Forecast T+1@11:T+2@11: DOWN (p=39.53%) [2025-10-09T00:05:50.668201] [INFO ] [FORECASTER] Completed predict_future for GUG [2025-10-09T00:05:50.668387] [INFO ] [sig ] GUG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:50.815904] [INFO ] [LOCAL ] Saved forecast: GUG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GUG.txt [2025-10-09T00:05:50.816169] [WARN ] [sig ] [925/2211] Failed GUG after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:50.816246] [INFO ] [sig ] [926/2211] Forecasting GUT... [2025-10-09T00:05:50.816315] [INFO ] [sig ] Generating forecast for: GUT [2025-10-09T00:05:50.816386] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GUT' from 'https://tdm.silogroup.org/data/derivative_storage/GUT.csv'. [2025-10-09T00:05:50.826603] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GUT'. [2025-10-09T00:05:50.826987] [INFO ] [FORECASTER] Starting predict_future for GUT [2025-10-09T00:05:50.852587] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:50.853415] [DEBUG] [LOCAL ] No optimal features file found for GUT: ./output/feature-sets/GUT.txt [2025-10-09T00:05:50.853495] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:50.853577] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:50.853683] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:50.853808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:50.871274] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:50.871922] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:50.872028] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:50.872108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:50.900771] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:50.900885] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:50.900927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:50.900962] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:50.904155] [DEBUG] [FORECASTER] GUT: Forecast T+1@11:T+2@11: DOWN (p=5.38%) [2025-10-09T00:05:50.904436] [INFO ] [FORECASTER] Completed predict_future for GUT [2025-10-09T00:05:50.904567] [INFO ] [sig ] GUT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:51.049035] [INFO ] [LOCAL ] Saved forecast: GUT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GUT.txt [2025-10-09T00:05:51.049339] [WARN ] [sig ] [926/2211] Failed GUT after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:51.049439] [INFO ] [sig ] [927/2211] Forecasting GVA... [2025-10-09T00:05:51.049522] [INFO ] [sig ] Generating forecast for: GVA [2025-10-09T00:05:51.049607] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GVA' from 'https://tdm.silogroup.org/data/derivative_storage/GVA.csv'. [2025-10-09T00:05:51.059635] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GVA'. [2025-10-09T00:05:51.059984] [INFO ] [FORECASTER] Starting predict_future for GVA [2025-10-09T00:05:51.085424] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:51.086220] [DEBUG] [LOCAL ] No optimal features file found for GVA: ./output/feature-sets/GVA.txt [2025-10-09T00:05:51.086298] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:51.086377] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:51.086451] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:51.086564] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:51.104168] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:51.104802] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:51.104905] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:51.104953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:51.136176] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:51.136294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:51.136335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:51.136369] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:51.139671] [DEBUG] [FORECASTER] GVA: Forecast T+1@11:T+2@11: DOWN (p=10.14%) [2025-10-09T00:05:51.139960] [INFO ] [FORECASTER] Completed predict_future for GVA [2025-10-09T00:05:51.140095] [INFO ] [sig ] GVA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:51.285979] [INFO ] [LOCAL ] Saved forecast: GVA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GVA.txt [2025-10-09T00:05:51.286249] [WARN ] [sig ] [927/2211] Failed GVA after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:51.286333] [INFO ] [sig ] [928/2211] Forecasting GWH... [2025-10-09T00:05:51.286409] [INFO ] [sig ] Generating forecast for: GWH [2025-10-09T00:05:51.286486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GWH' from 'https://tdm.silogroup.org/data/derivative_storage/GWH.csv'. [2025-10-09T00:05:51.296299] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GWH'. [2025-10-09T00:05:51.296668] [INFO ] [FORECASTER] Starting predict_future for GWH [2025-10-09T00:05:51.322406] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:51.323211] [DEBUG] [LOCAL ] No optimal features file found for GWH: ./output/feature-sets/GWH.txt [2025-10-09T00:05:51.323289] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:51.323374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:51.323456] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:51.323567] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:51.345076] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:51.346103] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:51.346207] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:51.346288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:51.375333] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:51.375433] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:51.375477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:51.375515] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:51.378981] [DEBUG] [FORECASTER] GWH: Forecast T+1@11:T+2@11: DOWN (p=17.44%) [2025-10-09T00:05:51.379300] [INFO ] [FORECASTER] Completed predict_future for GWH [2025-10-09T00:05:51.379456] [INFO ] [sig ] GWH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:51.526554] [INFO ] [LOCAL ] Saved forecast: GWH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GWH.txt [2025-10-09T00:05:51.526838] [WARN ] [sig ] [928/2211] Failed GWH after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:51.526929] [INFO ] [sig ] [929/2211] Forecasting GWRE... [2025-10-09T00:05:51.527007] [INFO ] [sig ] Generating forecast for: GWRE [2025-10-09T00:05:51.527085] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GWRE' from 'https://tdm.silogroup.org/data/derivative_storage/GWRE.csv'. [2025-10-09T00:05:51.537716] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GWRE'. [2025-10-09T00:05:51.538049] [INFO ] [FORECASTER] Starting predict_future for GWRE [2025-10-09T00:05:51.563712] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:51.564518] [DEBUG] [LOCAL ] No optimal features file found for GWRE: ./output/feature-sets/GWRE.txt [2025-10-09T00:05:51.564603] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:51.564713] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:51.564789] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:51.564895] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:51.583883] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:51.584563] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:51.584693] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:51.584774] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:51.615064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:51.615185] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:51.615230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:51.615271] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:51.618734] [DEBUG] [FORECASTER] GWRE: Forecast T+1@11:T+2@11: DOWN (p=35.22%) [2025-10-09T00:05:51.619042] [INFO ] [FORECASTER] Completed predict_future for GWRE [2025-10-09T00:05:51.619184] [INFO ] [sig ] GWRE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:51.762824] [INFO ] [LOCAL ] Saved forecast: GWRE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GWRE.txt [2025-10-09T00:05:51.763067] [WARN ] [sig ] [929/2211] Failed GWRE after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:51.763145] [INFO ] [sig ] [930/2211] Forecasting GWW... [2025-10-09T00:05:51.763215] [INFO ] [sig ] Generating forecast for: GWW [2025-10-09T00:05:51.763286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GWW' from 'https://tdm.silogroup.org/data/derivative_storage/GWW.csv'. [2025-10-09T00:05:51.773423] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GWW'. [2025-10-09T00:05:51.773756] [INFO ] [FORECASTER] Starting predict_future for GWW [2025-10-09T00:05:51.798946] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:51.799749] [DEBUG] [LOCAL ] No optimal features file found for GWW: ./output/feature-sets/GWW.txt [2025-10-09T00:05:51.799827] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:51.799897] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:51.799964] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:51.800061] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:51.818757] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:51.819411] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:51.819517] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:51.819587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:51.850371] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:51.850481] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:51.850525] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:51.850612] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:51.853945] [DEBUG] [FORECASTER] GWW: Forecast T+1@11:T+2@11: UP (p=97.98%) [2025-10-09T00:05:51.854236] [INFO ] [FORECASTER] Completed predict_future for GWW [2025-10-09T00:05:51.854372] [INFO ] [sig ] GWW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:51.996264] [INFO ] [LOCAL ] Saved forecast: GWW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/GWW.txt [2025-10-09T00:05:51.996498] [WARN ] [sig ] [930/2211] Failed GWW after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:51.996574] [INFO ] [sig ] [931/2211] Forecasting GXO... [2025-10-09T00:05:51.996619] [INFO ] [sig ] Generating forecast for: GXO [2025-10-09T00:05:51.996708] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GXO' from 'https://tdm.silogroup.org/data/derivative_storage/GXO.csv'. [2025-10-09T00:05:52.006517] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'GXO'. [2025-10-09T00:05:52.006842] [INFO ] [FORECASTER] Starting predict_future for GXO [2025-10-09T00:05:52.032464] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:52.033275] [DEBUG] [LOCAL ] No optimal features file found for GXO: ./output/feature-sets/GXO.txt [2025-10-09T00:05:52.033353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:52.033426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:52.033504] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:52.033615] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:52.051111] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:52.051788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:52.051892] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:52.051962] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:52.086008] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:52.086170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:52.086249] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:52.086308] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:52.090072] [DEBUG] [FORECASTER] GXO: Forecast T+1@11:T+2@11: DOWN (p=8.75%) [2025-10-09T00:05:52.090411] [INFO ] [FORECASTER] Completed predict_future for GXO [2025-10-09T00:05:52.090553] [INFO ] [sig ] GXO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:52.232998] [INFO ] [LOCAL ] Saved forecast: GXO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GXO.txt [2025-10-09T00:05:52.233247] [WARN ] [sig ] [931/2211] Failed GXO after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:52.233324] [INFO ] [sig ] [932/2211] Forecasting GYLD... [2025-10-09T00:05:52.233400] [INFO ] [sig ] Generating forecast for: GYLD [2025-10-09T00:05:52.233470] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GYLD' from 'https://tdm.silogroup.org/data/derivative_storage/GYLD.csv'. [2025-10-09T00:05:52.243556] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'GYLD'. [2025-10-09T00:05:52.243902] [INFO ] [FORECASTER] Starting predict_future for GYLD [2025-10-09T00:05:52.270354] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:52.271169] [DEBUG] [LOCAL ] No optimal features file found for GYLD: ./output/feature-sets/GYLD.txt [2025-10-09T00:05:52.271247] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:52.271317] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:52.271386] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:52.271489] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:52.289677] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:52.290274] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:52.290382] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:52.290456] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:52.320928] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:52.321027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:52.321073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:52.321107] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:52.324337] [DEBUG] [FORECASTER] GYLD: Forecast T+1@11:T+2@11: DOWN (p=27.04%) [2025-10-09T00:05:52.324620] [INFO ] [FORECASTER] Completed predict_future for GYLD [2025-10-09T00:05:52.324806] [INFO ] [sig ] GYLD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:52.465451] [INFO ] [LOCAL ] Saved forecast: GYLD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/GYLD.txt [2025-10-09T00:05:52.465706] [WARN ] [sig ] [932/2211] Failed GYLD after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:52.465785] [INFO ] [sig ] [933/2211] Forecasting H... [2025-10-09T00:05:52.465859] [INFO ] [sig ] Generating forecast for: H [2025-10-09T00:05:52.465930] [DEBUG] [REMOTE ] Fetching historical data for symbol 'H' from 'https://tdm.silogroup.org/data/derivative_storage/H.csv'. [2025-10-09T00:05:52.475567] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'H'. [2025-10-09T00:05:52.475901] [INFO ] [FORECASTER] Starting predict_future for H [2025-10-09T00:05:52.501243] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:52.502052] [DEBUG] [LOCAL ] No optimal features file found for H: ./output/feature-sets/H.txt [2025-10-09T00:05:52.502132] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:52.502204] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:52.502274] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:52.502378] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:52.520850] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:52.521438] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:52.521544] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:52.521593] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:52.552005] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:52.552106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:52.552146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:52.552180] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:52.555295] [DEBUG] [FORECASTER] H: Forecast T+1@11:T+2@11: DOWN (p=25.84%) [2025-10-09T00:05:52.555566] [INFO ] [FORECASTER] Completed predict_future for H [2025-10-09T00:05:52.555727] [INFO ] [sig ] H: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:52.696360] [INFO ] [LOCAL ] Saved forecast: H 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/H.txt [2025-10-09T00:05:52.696609] [WARN ] [sig ] [933/2211] Failed H after 0.2s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:52.696705] [INFO ] [sig ] [934/2211] Forecasting HAE... [2025-10-09T00:05:52.696775] [INFO ] [sig ] Generating forecast for: HAE [2025-10-09T00:05:52.696842] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAE' from 'https://tdm.silogroup.org/data/derivative_storage/HAE.csv'. [2025-10-09T00:05:52.706857] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HAE'. [2025-10-09T00:05:52.707174] [INFO ] [FORECASTER] Starting predict_future for HAE [2025-10-09T00:05:52.733723] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:52.734687] [DEBUG] [LOCAL ] No optimal features file found for HAE: ./output/feature-sets/HAE.txt [2025-10-09T00:05:52.734767] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:52.734842] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:52.734910] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:52.735008] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:52.752271] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:52.753016] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:52.753151] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:52.753221] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:52.791549] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:52.791803] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:52.791870] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:52.791906] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:52.796746] [DEBUG] [FORECASTER] HAE: Forecast T+1@11:T+2@11: UP (p=81.07%) [2025-10-09T00:05:52.797075] [INFO ] [FORECASTER] Completed predict_future for HAE [2025-10-09T00:05:52.797228] [INFO ] [sig ] HAE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:52.946571] [INFO ] [LOCAL ] Saved forecast: HAE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HAE.txt [2025-10-09T00:05:52.946933] [WARN ] [sig ] [934/2211] Failed HAE after 0.3s | 4.43 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:52.947015] [INFO ] [sig ] [935/2211] Forecasting HAFN... [2025-10-09T00:05:52.947085] [INFO ] [sig ] Generating forecast for: HAFN [2025-10-09T00:05:52.947156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAFN' from 'https://tdm.silogroup.org/data/derivative_storage/HAFN.csv'. [2025-10-09T00:05:52.958845] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HAFN'. [2025-10-09T00:05:52.959307] [INFO ] [FORECASTER] Starting predict_future for HAFN [2025-10-09T00:05:52.986675] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:52.987536] [DEBUG] [LOCAL ] No optimal features file found for HAFN: ./output/feature-sets/HAFN.txt [2025-10-09T00:05:52.987616] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:52.987711] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:52.987779] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:52.987877] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:53.005336] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:53.006363] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:53.006478] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:53.006548] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:53.041718] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:53.041939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:53.041988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:53.042023] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:53.045686] [DEBUG] [FORECASTER] HAFN: Forecast T+1@11:T+2@11: DOWN (p=9.33%) [2025-10-09T00:05:53.046006] [INFO ] [FORECASTER] Completed predict_future for HAFN [2025-10-09T00:05:53.046161] [INFO ] [sig ] HAFN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:53.187449] [INFO ] [LOCAL ] Saved forecast: HAFN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HAFN.txt [2025-10-09T00:05:53.187779] [WARN ] [sig ] [935/2211] Failed HAFN after 0.2s | 4.42 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:53.187871] [INFO ] [sig ] [936/2211] Forecasting HAL... [2025-10-09T00:05:53.187942] [INFO ] [sig ] Generating forecast for: HAL [2025-10-09T00:05:53.188014] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAL' from 'https://tdm.silogroup.org/data/derivative_storage/HAL.csv'. [2025-10-09T00:05:53.197940] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HAL'. [2025-10-09T00:05:53.198323] [INFO ] [FORECASTER] Starting predict_future for HAL [2025-10-09T00:05:53.224190] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:53.225122] [DEBUG] [LOCAL ] No optimal features file found for HAL: ./output/feature-sets/HAL.txt [2025-10-09T00:05:53.225201] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:53.225288] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:53.225372] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:53.225486] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:53.242947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:53.243847] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:53.243961] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:53.244043] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:53.279977] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:53.280193] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:53.280243] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:53.280277] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:53.284086] [DEBUG] [FORECASTER] HAL: Forecast T+1@11:T+2@11: DOWN (p=7.07%) [2025-10-09T00:05:53.284415] [INFO ] [FORECASTER] Completed predict_future for HAL [2025-10-09T00:05:53.284567] [INFO ] [sig ] HAL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:53.426504] [INFO ] [LOCAL ] Saved forecast: HAL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HAL.txt [2025-10-09T00:05:53.426803] [WARN ] [sig ] [936/2211] Failed HAL after 0.2s | 4.42 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:53.426885] [INFO ] [sig ] [937/2211] Forecasting HASI... [2025-10-09T00:05:53.426972] [INFO ] [sig ] Generating forecast for: HASI [2025-10-09T00:05:53.427055] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HASI' from 'https://tdm.silogroup.org/data/derivative_storage/HASI.csv'. [2025-10-09T00:05:53.436734] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HASI'. [2025-10-09T00:05:53.437088] [INFO ] [FORECASTER] Starting predict_future for HASI [2025-10-09T00:05:53.462659] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:53.463481] [DEBUG] [LOCAL ] No optimal features file found for HASI: ./output/feature-sets/HASI.txt [2025-10-09T00:05:53.463562] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:53.463675] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:53.463765] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:53.463930] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:53.481479] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:53.482151] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:53.482271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:53.482361] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:53.514433] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:53.514676] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:53.514753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:53.514812] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:53.518598] [DEBUG] [FORECASTER] HASI: Forecast T+1@11:T+2@11: DOWN (p=31.84%) [2025-10-09T00:05:53.518935] [INFO ] [FORECASTER] Completed predict_future for HASI [2025-10-09T00:05:53.519095] [INFO ] [sig ] HASI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:53.669044] [INFO ] [LOCAL ] Saved forecast: HASI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HASI.txt [2025-10-09T00:05:53.669555] [WARN ] [sig ] [937/2211] Failed HASI after 0.2s | 4.42 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:53.669639] [INFO ] [sig ] [938/2211] Forecasting HAYW... [2025-10-09T00:05:53.669735] [INFO ] [sig ] Generating forecast for: HAYW [2025-10-09T00:05:53.669808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAYW' from 'https://tdm.silogroup.org/data/derivative_storage/HAYW.csv'. [2025-10-09T00:05:53.682547] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HAYW'. [2025-10-09T00:05:53.682957] [INFO ] [FORECASTER] Starting predict_future for HAYW [2025-10-09T00:05:53.709063] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:53.709896] [DEBUG] [LOCAL ] No optimal features file found for HAYW: ./output/feature-sets/HAYW.txt [2025-10-09T00:05:53.709974] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:53.710059] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:53.710141] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:53.710262] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:53.727730] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:53.728390] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:53.728493] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:53.728575] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:53.764723] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:53.764830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:53.764871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:53.764903] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:53.768030] [DEBUG] [FORECASTER] HAYW: Forecast T+1@11:T+2@11: DOWN (p=1.45%) [2025-10-09T00:05:53.768310] [INFO ] [FORECASTER] Completed predict_future for HAYW [2025-10-09T00:05:53.768445] [INFO ] [sig ] HAYW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:53.909451] [INFO ] [LOCAL ] Saved forecast: HAYW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HAYW.txt [2025-10-09T00:05:53.909811] [WARN ] [sig ] [938/2211] Failed HAYW after 0.2s | 4.42 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:53.909899] [INFO ] [sig ] [939/2211] Forecasting HBB... [2025-10-09T00:05:53.909970] [INFO ] [sig ] Generating forecast for: HBB [2025-10-09T00:05:53.910116] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HBB' from 'https://tdm.silogroup.org/data/derivative_storage/HBB.csv'. [2025-10-09T00:05:53.920120] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HBB'. [2025-10-09T00:05:53.920495] [INFO ] [FORECASTER] Starting predict_future for HBB [2025-10-09T00:05:53.946005] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:53.946923] [DEBUG] [LOCAL ] No optimal features file found for HBB: ./output/feature-sets/HBB.txt [2025-10-09T00:05:53.947008] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:53.947079] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:53.947148] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:53.947245] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:53.964553] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:53.965316] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:53.965426] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:53.965497] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:53.999833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:54.000002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:54.000047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:54.000080] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:54.003563] [DEBUG] [FORECASTER] HBB: Forecast T+1@11:T+2@11: UP (p=88.28%) [2025-10-09T00:05:54.003914] [INFO ] [FORECASTER] Completed predict_future for HBB [2025-10-09T00:05:54.004282] [INFO ] [sig ] HBB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:54.148626] [INFO ] [LOCAL ] Saved forecast: HBB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HBB.txt [2025-10-09T00:05:54.149017] [WARN ] [sig ] [939/2211] Failed HBB after 0.2s | 4.42 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:54.149101] [INFO ] [sig ] [940/2211] Forecasting HBI... [2025-10-09T00:05:54.149185] [INFO ] [sig ] Generating forecast for: HBI [2025-10-09T00:05:54.149286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HBI' from 'https://tdm.silogroup.org/data/derivative_storage/HBI.csv'. [2025-10-09T00:05:54.159772] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HBI'. [2025-10-09T00:05:54.160217] [INFO ] [FORECASTER] Starting predict_future for HBI [2025-10-09T00:05:54.185926] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:54.186863] [DEBUG] [LOCAL ] No optimal features file found for HBI: ./output/feature-sets/HBI.txt [2025-10-09T00:05:54.186946] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:54.187033] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:54.187119] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:54.187233] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:54.205054] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:54.206003] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:54.206122] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:54.206205] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:54.244921] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:54.245138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:54.245187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:54.245222] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:54.249189] [DEBUG] [FORECASTER] HBI: Forecast T+1@11:T+2@11: UP (p=66.14%) [2025-10-09T00:05:54.249534] [INFO ] [FORECASTER] Completed predict_future for HBI [2025-10-09T00:05:54.249719] [INFO ] [sig ] HBI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:54.403316] [INFO ] [LOCAL ] Saved forecast: HBI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HBI.txt [2025-10-09T00:05:54.403623] [WARN ] [sig ] [940/2211] Failed HBI after 0.3s | 4.42 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:54.403746] [INFO ] [sig ] [941/2211] Forecasting HBM... [2025-10-09T00:05:54.403828] [INFO ] [sig ] Generating forecast for: HBM [2025-10-09T00:05:54.403913] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HBM' from 'https://tdm.silogroup.org/data/derivative_storage/HBM.csv'. [2025-10-09T00:05:54.414784] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HBM'. [2025-10-09T00:05:54.415274] [INFO ] [FORECASTER] Starting predict_future for HBM [2025-10-09T00:05:54.442463] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:54.443479] [DEBUG] [LOCAL ] No optimal features file found for HBM: ./output/feature-sets/HBM.txt [2025-10-09T00:05:54.443562] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:54.443637] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:54.443738] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:54.443840] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:54.462539] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:54.463402] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:54.463514] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:54.463586] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:54.501274] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:54.501436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:54.501481] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:54.501515] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:54.504904] [DEBUG] [FORECASTER] HBM: Forecast T+1@11:T+2@11: UP (p=70.17%) [2025-10-09T00:05:54.505193] [INFO ] [FORECASTER] Completed predict_future for HBM [2025-10-09T00:05:54.505331] [INFO ] [sig ] HBM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:54.656465] [INFO ] [LOCAL ] Saved forecast: HBM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HBM.txt [2025-10-09T00:05:54.656799] [WARN ] [sig ] [941/2211] Failed HBM after 0.3s | 4.42 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T00:05:54.656886] [INFO ] [sig ] [942/2211] Forecasting HCA... [2025-10-09T00:05:54.656959] [INFO ] [sig ] Generating forecast for: HCA [2025-10-09T00:05:54.657031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HCA' from 'https://tdm.silogroup.org/data/derivative_storage/HCA.csv'. [2025-10-09T00:05:54.667114] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HCA'. [2025-10-09T00:05:54.667571] [INFO ] [FORECASTER] Starting predict_future for HCA [2025-10-09T00:05:54.693481] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:54.694337] [DEBUG] [LOCAL ] No optimal features file found for HCA: ./output/feature-sets/HCA.txt [2025-10-09T00:05:54.694416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:54.694487] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:54.694555] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:54.694676] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:54.712287] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:54.713003] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:54.713108] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:54.713176] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:54.751174] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:54.751301] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:54.751345] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:54.751381] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:54.754814] [DEBUG] [FORECASTER] HCA: Forecast T+1@11:T+2@11: UP (p=97.08%) [2025-10-09T00:05:54.755110] [INFO ] [FORECASTER] Completed predict_future for HCA [2025-10-09T00:05:54.755253] [INFO ] [sig ] HCA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:54.908788] [INFO ] [LOCAL ] Saved forecast: HCA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HCA.txt [2025-10-09T00:05:54.909092] [WARN ] [sig ] [942/2211] Failed HCA after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:54.909173] [INFO ] [sig ] [943/2211] Forecasting HCC... [2025-10-09T00:05:54.909282] [INFO ] [sig ] Generating forecast for: HCC [2025-10-09T00:05:54.909356] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HCC' from 'https://tdm.silogroup.org/data/derivative_storage/HCC.csv'. [2025-10-09T00:05:54.919451] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HCC'. [2025-10-09T00:05:54.919918] [INFO ] [FORECASTER] Starting predict_future for HCC [2025-10-09T00:05:54.947511] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:54.948407] [DEBUG] [LOCAL ] No optimal features file found for HCC: ./output/feature-sets/HCC.txt [2025-10-09T00:05:54.948493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:54.948581] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:54.948694] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:54.948797] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:54.967492] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:54.968282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:54.968392] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:54.968465] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:55.015006] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:55.015186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:55.015234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:55.015268] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:55.019032] [DEBUG] [FORECASTER] HCC: Forecast T+1@11:T+2@11: DOWN (p=11.42%) [2025-10-09T00:05:55.019384] [INFO ] [FORECASTER] Completed predict_future for HCC [2025-10-09T00:05:55.019539] [INFO ] [sig ] HCC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:55.171459] [INFO ] [LOCAL ] Saved forecast: HCC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HCC.txt [2025-10-09T00:05:55.171748] [WARN ] [sig ] [943/2211] Failed HCC after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:55.171829] [INFO ] [sig ] [944/2211] Forecasting HCI... [2025-10-09T00:05:55.171904] [INFO ] [sig ] Generating forecast for: HCI [2025-10-09T00:05:55.171975] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HCI' from 'https://tdm.silogroup.org/data/derivative_storage/HCI.csv'. [2025-10-09T00:05:55.182390] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HCI'. [2025-10-09T00:05:55.182786] [INFO ] [FORECASTER] Starting predict_future for HCI [2025-10-09T00:05:55.209159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:55.210066] [DEBUG] [LOCAL ] No optimal features file found for HCI: ./output/feature-sets/HCI.txt [2025-10-09T00:05:55.210148] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:55.210223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:55.210293] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:55.210393] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:55.228815] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:55.229461] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:55.229567] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:55.229663] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:55.272137] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:55.272258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:55.272299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:55.272334] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:55.275713] [DEBUG] [FORECASTER] HCI: Forecast T+1@11:T+2@11: UP (p=99.40%) [2025-10-09T00:05:55.276009] [INFO ] [FORECASTER] Completed predict_future for HCI [2025-10-09T00:05:55.276157] [INFO ] [sig ] HCI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:55.427613] [INFO ] [LOCAL ] Saved forecast: HCI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HCI.txt [2025-10-09T00:05:55.427922] [WARN ] [sig ] [944/2211] Failed HCI after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:55.428007] [INFO ] [sig ] [945/2211] Forecasting HD... [2025-10-09T00:05:55.428080] [INFO ] [sig ] Generating forecast for: HD [2025-10-09T00:05:55.428153] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HD' from 'https://tdm.silogroup.org/data/derivative_storage/HD.csv'. [2025-10-09T00:05:55.439787] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HD'. [2025-10-09T00:05:55.440239] [INFO ] [FORECASTER] Starting predict_future for HD [2025-10-09T00:05:55.470905] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:55.471830] [DEBUG] [LOCAL ] No optimal features file found for HD: ./output/feature-sets/HD.txt [2025-10-09T00:05:55.471916] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:55.471990] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:55.472059] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:55.472160] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:55.493698] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:55.494365] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:55.494480] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:55.494552] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:55.542522] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:55.542712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:55.542780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:55.542818] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:55.546910] [DEBUG] [FORECASTER] HD: Forecast T+1@11:T+2@11: DOWN (p=2.10%) [2025-10-09T00:05:55.547213] [INFO ] [FORECASTER] Completed predict_future for HD [2025-10-09T00:05:55.547370] [INFO ] [sig ] HD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:55.702497] [INFO ] [LOCAL ] Saved forecast: HD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HD.txt [2025-10-09T00:05:55.702784] [WARN ] [sig ] [945/2211] Failed HD after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:55.702865] [INFO ] [sig ] [946/2211] Forecasting HDB... [2025-10-09T00:05:55.702939] [INFO ] [sig ] Generating forecast for: HDB [2025-10-09T00:05:55.703008] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HDB' from 'https://tdm.silogroup.org/data/derivative_storage/HDB.csv'. [2025-10-09T00:05:55.713011] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HDB'. [2025-10-09T00:05:55.713322] [INFO ] [FORECASTER] Starting predict_future for HDB [2025-10-09T00:05:55.738548] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:55.739336] [DEBUG] [LOCAL ] No optimal features file found for HDB: ./output/feature-sets/HDB.txt [2025-10-09T00:05:55.739416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:55.739488] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:55.739558] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:55.739685] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:55.757396] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:55.758056] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:55.758183] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:55.758252] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:55.794509] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:55.794607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:55.794674] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:55.794735] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:55.797931] [DEBUG] [FORECASTER] HDB: Forecast T+1@11:T+2@11: UP (p=79.09%) [2025-10-09T00:05:55.798207] [INFO ] [FORECASTER] Completed predict_future for HDB [2025-10-09T00:05:55.798350] [INFO ] [sig ] HDB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:55.939336] [INFO ] [LOCAL ] Saved forecast: HDB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HDB.txt [2025-10-09T00:05:55.939626] [WARN ] [sig ] [946/2211] Failed HDB after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:55.939730] [INFO ] [sig ] [947/2211] Forecasting HE... [2025-10-09T00:05:55.939800] [INFO ] [sig ] Generating forecast for: HE [2025-10-09T00:05:55.939871] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HE' from 'https://tdm.silogroup.org/data/derivative_storage/HE.csv'. [2025-10-09T00:05:55.949748] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HE'. [2025-10-09T00:05:55.950070] [INFO ] [FORECASTER] Starting predict_future for HE [2025-10-09T00:05:55.976264] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:55.977074] [DEBUG] [LOCAL ] No optimal features file found for HE: ./output/feature-sets/HE.txt [2025-10-09T00:05:55.977153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:55.977224] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:55.977291] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:55.977390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:55.994905] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:55.995527] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:55.995630] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:55.995721] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:56.026059] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:56.026174] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:56.026216] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:56.026249] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:56.029556] [DEBUG] [FORECASTER] HE: Forecast T+1@11:T+2@11: DOWN (p=10.79%) [2025-10-09T00:05:56.029869] [INFO ] [FORECASTER] Completed predict_future for HE [2025-10-09T00:05:56.030018] [INFO ] [sig ] HE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:56.171304] [INFO ] [LOCAL ] Saved forecast: HE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HE.txt [2025-10-09T00:05:56.171612] [WARN ] [sig ] [947/2211] Failed HE after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:56.171712] [INFO ] [sig ] [948/2211] Forecasting HEI... [2025-10-09T00:05:56.171784] [INFO ] [sig ] Generating forecast for: HEI [2025-10-09T00:05:56.171854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HEI' from 'https://tdm.silogroup.org/data/derivative_storage/HEI.csv'. [2025-10-09T00:05:56.181828] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HEI'. [2025-10-09T00:05:56.182161] [INFO ] [FORECASTER] Starting predict_future for HEI [2025-10-09T00:05:56.207395] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:56.208230] [DEBUG] [LOCAL ] No optimal features file found for HEI: ./output/feature-sets/HEI.txt [2025-10-09T00:05:56.208323] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:56.208395] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:56.208462] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:56.208560] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:56.227397] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:56.228171] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:56.228279] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:56.228350] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:56.257871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:56.257981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:56.258022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:56.258058] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:56.261404] [DEBUG] [FORECASTER] HEI: Forecast T+1@11:T+2@11: DOWN (p=20.96%) [2025-10-09T00:05:56.261741] [INFO ] [FORECASTER] Completed predict_future for HEI [2025-10-09T00:05:56.261899] [INFO ] [sig ] HEI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:56.405777] [INFO ] [LOCAL ] Saved forecast: HEI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HEI.txt [2025-10-09T00:05:56.406062] [WARN ] [sig ] [948/2211] Failed HEI after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:56.406141] [INFO ] [sig ] [949/2211] Forecasting HEQ... [2025-10-09T00:05:56.406211] [INFO ] [sig ] Generating forecast for: HEQ [2025-10-09T00:05:56.406282] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HEQ' from 'https://tdm.silogroup.org/data/derivative_storage/HEQ.csv'. [2025-10-09T00:05:56.416007] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HEQ'. [2025-10-09T00:05:56.416311] [INFO ] [FORECASTER] Starting predict_future for HEQ [2025-10-09T00:05:56.442234] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:56.443080] [DEBUG] [LOCAL ] No optimal features file found for HEQ: ./output/feature-sets/HEQ.txt [2025-10-09T00:05:56.443158] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:56.443243] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:56.443329] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:56.443444] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:56.461462] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:56.462106] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:56.462212] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:56.462294] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:56.492084] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:56.492202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:56.492244] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:56.492277] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:56.495525] [DEBUG] [FORECASTER] HEQ: Forecast T+1@11:T+2@11: DOWN (p=4.47%) [2025-10-09T00:05:56.495842] [INFO ] [FORECASTER] Completed predict_future for HEQ [2025-10-09T00:05:56.495990] [INFO ] [sig ] HEQ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:56.638236] [INFO ] [LOCAL ] Saved forecast: HEQ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HEQ.txt [2025-10-09T00:05:56.638513] [WARN ] [sig ] [949/2211] Failed HEQ after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:56.638593] [INFO ] [sig ] [950/2211] Forecasting HESM... [2025-10-09T00:05:56.638696] [INFO ] [sig ] Generating forecast for: HESM [2025-10-09T00:05:56.638787] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HESM' from 'https://tdm.silogroup.org/data/derivative_storage/HESM.csv'. [2025-10-09T00:05:56.648433] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HESM'. [2025-10-09T00:05:56.648791] [INFO ] [FORECASTER] Starting predict_future for HESM [2025-10-09T00:05:56.674254] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:56.675041] [DEBUG] [LOCAL ] No optimal features file found for HESM: ./output/feature-sets/HESM.txt [2025-10-09T00:05:56.675119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:56.675190] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:56.675257] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:56.675354] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:56.693324] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:56.693977] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:56.694083] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:56.694160] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:56.725504] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:56.725614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:56.725685] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:56.725743] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:56.728969] [DEBUG] [FORECASTER] HESM: Forecast T+1@11:T+2@11: DOWN (p=36.72%) [2025-10-09T00:05:56.729268] [INFO ] [FORECASTER] Completed predict_future for HESM [2025-10-09T00:05:56.729419] [INFO ] [sig ] HESM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:56.870200] [INFO ] [LOCAL ] Saved forecast: HESM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HESM.txt [2025-10-09T00:05:56.870454] [WARN ] [sig ] [950/2211] Failed HESM after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:56.870530] [INFO ] [sig ] [951/2211] Forecasting HFRO... [2025-10-09T00:05:56.870599] [INFO ] [sig ] Generating forecast for: HFRO [2025-10-09T00:05:56.870690] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HFRO' from 'https://tdm.silogroup.org/data/derivative_storage/HFRO.csv'. [2025-10-09T00:05:56.880582] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HFRO'. [2025-10-09T00:05:56.880930] [INFO ] [FORECASTER] Starting predict_future for HFRO [2025-10-09T00:05:56.906451] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:56.907240] [DEBUG] [LOCAL ] No optimal features file found for HFRO: ./output/feature-sets/HFRO.txt [2025-10-09T00:05:56.907317] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:56.907388] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:56.907455] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:56.907552] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:56.925675] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:56.926271] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:56.926377] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:56.926448] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:56.955791] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:56.955898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:56.955940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:56.955974] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:56.959126] [DEBUG] [FORECASTER] HFRO: Forecast T+1@11:T+2@11: UP (p=87.82%) [2025-10-09T00:05:56.959460] [INFO ] [FORECASTER] Completed predict_future for HFRO [2025-10-09T00:05:56.959605] [INFO ] [sig ] HFRO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:57.101479] [INFO ] [LOCAL ] Saved forecast: HFRO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HFRO.txt [2025-10-09T00:05:57.101733] [WARN ] [sig ] [951/2211] Failed HFRO after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T00:05:57.101813] [INFO ] [sig ] [952/2211] Forecasting HGER... [2025-10-09T00:05:57.101882] [INFO ] [sig ] Generating forecast for: HGER [2025-10-09T00:05:57.101953] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGER' from 'https://tdm.silogroup.org/data/derivative_storage/HGER.csv'. [2025-10-09T00:05:57.107092] [WARN ] [REMOTE ] Historical data not found for symbol 'HGER' (404). [2025-10-09T00:05:57.107288] [FATAL] [sig ] HGER: No historical data fetched. [2025-10-09T00:05:57.107382] [WARN ] [sig ] [952/2211] Failed HGER after 0.0s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:57.107470] [INFO ] [sig ] [953/2211] Forecasting HGLB... [2025-10-09T00:05:57.107569] [INFO ] [sig ] Generating forecast for: HGLB [2025-10-09T00:05:57.107663] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGLB' from 'https://tdm.silogroup.org/data/derivative_storage/HGLB.csv'. [2025-10-09T00:05:57.116375] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HGLB'. [2025-10-09T00:05:57.116733] [INFO ] [FORECASTER] Starting predict_future for HGLB [2025-10-09T00:05:57.142015] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:57.142834] [DEBUG] [LOCAL ] No optimal features file found for HGLB: ./output/feature-sets/HGLB.txt [2025-10-09T00:05:57.142915] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:57.142986] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:57.143066] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:57.143203] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:57.162608] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:57.163615] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:57.163751] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:57.163838] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:57.193069] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:57.193294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:57.193343] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:57.193379] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:57.197316] [DEBUG] [FORECASTER] HGLB: Forecast T+1@11:T+2@11: UP (p=76.10%) [2025-10-09T00:05:57.197685] [INFO ] [FORECASTER] Completed predict_future for HGLB [2025-10-09T00:05:57.197859] [INFO ] [sig ] HGLB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:57.352894] [INFO ] [LOCAL ] Saved forecast: HGLB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HGLB.txt [2025-10-09T00:05:57.353199] [WARN ] [sig ] [953/2211] Failed HGLB after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:57.353283] [INFO ] [sig ] [954/2211] Forecasting HGTY... [2025-10-09T00:05:57.353362] [INFO ] [sig ] Generating forecast for: HGTY [2025-10-09T00:05:57.353439] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGTY' from 'https://tdm.silogroup.org/data/derivative_storage/HGTY.csv'. [2025-10-09T00:05:57.363624] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HGTY'. [2025-10-09T00:05:57.364140] [INFO ] [FORECASTER] Starting predict_future for HGTY [2025-10-09T00:05:57.392245] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:57.393461] [DEBUG] [LOCAL ] No optimal features file found for HGTY: ./output/feature-sets/HGTY.txt [2025-10-09T00:05:57.393542] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:57.393615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:57.393702] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:57.393801] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:57.413449] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:57.414474] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:57.414591] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:57.414689] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:57.445178] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:57.445382] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:57.445432] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:57.445468] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:57.449301] [DEBUG] [FORECASTER] HGTY: Forecast T+1@11:T+2@11: UP (p=89.07%) [2025-10-09T00:05:57.449604] [INFO ] [FORECASTER] Completed predict_future for HGTY [2025-10-09T00:05:57.449779] [INFO ] [sig ] HGTY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:57.605218] [INFO ] [LOCAL ] Saved forecast: HGTY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HGTY.txt [2025-10-09T00:05:57.605471] [WARN ] [sig ] [954/2211] Failed HGTY after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:57.605551] [INFO ] [sig ] [955/2211] Forecasting HGV... [2025-10-09T00:05:57.605622] [INFO ] [sig ] Generating forecast for: HGV [2025-10-09T00:05:57.605712] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGV' from 'https://tdm.silogroup.org/data/derivative_storage/HGV.csv'. [2025-10-09T00:05:57.616224] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HGV'. [2025-10-09T00:05:57.616561] [INFO ] [FORECASTER] Starting predict_future for HGV [2025-10-09T00:05:57.643671] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:57.644555] [DEBUG] [LOCAL ] No optimal features file found for HGV: ./output/feature-sets/HGV.txt [2025-10-09T00:05:57.644635] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:57.644743] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:57.644825] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:57.644950] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:57.664182] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:57.664835] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:57.664947] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:57.665040] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:57.696749] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:57.696857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:57.696899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:57.696933] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:57.700335] [DEBUG] [FORECASTER] HGV: Forecast T+1@11:T+2@11: UP (p=95.36%) [2025-10-09T00:05:57.700623] [INFO ] [FORECASTER] Completed predict_future for HGV [2025-10-09T00:05:57.700801] [INFO ] [sig ] HGV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:57.843937] [INFO ] [LOCAL ] Saved forecast: HGV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HGV.txt [2025-10-09T00:05:57.844246] [WARN ] [sig ] [955/2211] Failed HGV after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:57.844328] [INFO ] [sig ] [956/2211] Forecasting HHH... [2025-10-09T00:05:57.844420] [INFO ] [sig ] Generating forecast for: HHH [2025-10-09T00:05:57.844507] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HHH' from 'https://tdm.silogroup.org/data/derivative_storage/HHH.csv'. [2025-10-09T00:05:57.855513] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HHH'. [2025-10-09T00:05:57.855986] [INFO ] [FORECASTER] Starting predict_future for HHH [2025-10-09T00:05:57.881383] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:57.882150] [DEBUG] [LOCAL ] No optimal features file found for HHH: ./output/feature-sets/HHH.txt [2025-10-09T00:05:57.882228] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:57.882298] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:57.882365] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:57.882460] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:57.899853] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:57.900609] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:57.900738] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:57.900809] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:57.945246] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:57.945409] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:57.945453] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:57.945487] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:57.948977] [DEBUG] [FORECASTER] HHH: Forecast T+1@11:T+2@11: DOWN (p=13.00%) [2025-10-09T00:05:57.949294] [INFO ] [FORECASTER] Completed predict_future for HHH [2025-10-09T00:05:57.949450] [INFO ] [sig ] HHH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:58.091192] [INFO ] [LOCAL ] Saved forecast: HHH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HHH.txt [2025-10-09T00:05:58.091458] [WARN ] [sig ] [956/2211] Failed HHH after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:58.091536] [INFO ] [sig ] [957/2211] Forecasting HI... [2025-10-09T00:05:58.091605] [INFO ] [sig ] Generating forecast for: HI [2025-10-09T00:05:58.091699] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HI' from 'https://tdm.silogroup.org/data/derivative_storage/HI.csv'. [2025-10-09T00:05:58.103117] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HI'. [2025-10-09T00:05:58.103419] [INFO ] [FORECASTER] Starting predict_future for HI [2025-10-09T00:05:58.128639] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:58.129414] [DEBUG] [LOCAL ] No optimal features file found for HI: ./output/feature-sets/HI.txt [2025-10-09T00:05:58.129500] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:58.129573] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:58.129660] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:58.129761] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:58.147321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:58.147946] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:58.148046] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:58.148115] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:58.194419] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:58.194620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:58.194703] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:58.194757] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:58.198306] [DEBUG] [FORECASTER] HI: Forecast T+1@11:T+2@11: UP (p=53.07%) [2025-10-09T00:05:58.198615] [INFO ] [FORECASTER] Completed predict_future for HI [2025-10-09T00:05:58.198798] [INFO ] [sig ] HI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:58.350556] [INFO ] [LOCAL ] Saved forecast: HI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HI.txt [2025-10-09T00:05:58.350849] [WARN ] [sig ] [957/2211] Failed HI after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:58.350928] [INFO ] [sig ] [958/2211] Forecasting HIG... [2025-10-09T00:05:58.351000] [INFO ] [sig ] Generating forecast for: HIG [2025-10-09T00:05:58.351070] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIG' from 'https://tdm.silogroup.org/data/derivative_storage/HIG.csv'. [2025-10-09T00:05:58.362847] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HIG'. [2025-10-09T00:05:58.363326] [INFO ] [FORECASTER] Starting predict_future for HIG [2025-10-09T00:05:58.390602] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:58.391583] [DEBUG] [LOCAL ] No optimal features file found for HIG: ./output/feature-sets/HIG.txt [2025-10-09T00:05:58.391698] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:58.391774] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:58.391844] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:58.391962] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:58.411244] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:58.412350] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:58.412490] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:58.412562] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:58.452256] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:58.452475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:58.452526] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:58.452562] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:58.456459] [DEBUG] [FORECASTER] HIG: Forecast T+1@11:T+2@11: DOWN (p=16.30%) [2025-10-09T00:05:58.456840] [INFO ] [FORECASTER] Completed predict_future for HIG [2025-10-09T00:05:58.457005] [INFO ] [sig ] HIG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:58.602213] [INFO ] [LOCAL ] Saved forecast: HIG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HIG.txt [2025-10-09T00:05:58.602468] [WARN ] [sig ] [958/2211] Failed HIG after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:58.602547] [INFO ] [sig ] [959/2211] Forecasting HII... [2025-10-09T00:05:58.602617] [INFO ] [sig ] Generating forecast for: HII [2025-10-09T00:05:58.602713] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HII' from 'https://tdm.silogroup.org/data/derivative_storage/HII.csv'. [2025-10-09T00:05:58.612581] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HII'. [2025-10-09T00:05:58.612913] [INFO ] [FORECASTER] Starting predict_future for HII [2025-10-09T00:05:58.638233] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:58.639086] [DEBUG] [LOCAL ] No optimal features file found for HII: ./output/feature-sets/HII.txt [2025-10-09T00:05:58.639164] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:58.639258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:58.639330] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:58.639427] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:58.656957] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:58.657787] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:58.657912] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:58.657981] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:58.692730] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:58.692872] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:58.692916] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:58.692950] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:58.696273] [DEBUG] [FORECASTER] HII: Forecast T+1@11:T+2@11: DOWN (p=33.52%) [2025-10-09T00:05:58.696565] [INFO ] [FORECASTER] Completed predict_future for HII [2025-10-09T00:05:58.696739] [INFO ] [sig ] HII: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:58.837757] [INFO ] [LOCAL ] Saved forecast: HII 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HII.txt [2025-10-09T00:05:58.838068] [WARN ] [sig ] [959/2211] Failed HII after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:58.838148] [INFO ] [sig ] [960/2211] Forecasting HIMS... [2025-10-09T00:05:58.838218] [INFO ] [sig ] Generating forecast for: HIMS [2025-10-09T00:05:58.838288] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIMS' from 'https://tdm.silogroup.org/data/derivative_storage/HIMS.csv'. [2025-10-09T00:05:58.849003] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HIMS'. [2025-10-09T00:05:58.849401] [INFO ] [FORECASTER] Starting predict_future for HIMS [2025-10-09T00:05:58.874576] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:58.875324] [DEBUG] [LOCAL ] No optimal features file found for HIMS: ./output/feature-sets/HIMS.txt [2025-10-09T00:05:58.875401] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:58.875472] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:58.875540] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:58.875637] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:58.893416] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:58.894044] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:58.894145] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:58.894215] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:58.938623] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:58.938811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:58.938861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:58.938896] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:58.942372] [DEBUG] [FORECASTER] HIMS: Forecast T+1@11:T+2@11: UP (p=57.05%) [2025-10-09T00:05:58.942720] [INFO ] [FORECASTER] Completed predict_future for HIMS [2025-10-09T00:05:58.942876] [INFO ] [sig ] HIMS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:59.084715] [INFO ] [LOCAL ] Saved forecast: HIMS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HIMS.txt [2025-10-09T00:05:59.084965] [WARN ] [sig ] [960/2211] Failed HIMS after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:59.085044] [INFO ] [sig ] [961/2211] Forecasting HIO... [2025-10-09T00:05:59.085115] [INFO ] [sig ] Generating forecast for: HIO [2025-10-09T00:05:59.085185] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIO' from 'https://tdm.silogroup.org/data/derivative_storage/HIO.csv'. [2025-10-09T00:05:59.095426] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HIO'. [2025-10-09T00:05:59.095757] [INFO ] [FORECASTER] Starting predict_future for HIO [2025-10-09T00:05:59.120850] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:59.121629] [DEBUG] [LOCAL ] No optimal features file found for HIO: ./output/feature-sets/HIO.txt [2025-10-09T00:05:59.121749] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:59.121821] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:59.121890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:59.121989] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:59.139674] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:59.140345] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:59.140451] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:59.140523] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:59.183990] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:59.184148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:59.184198] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:59.184232] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:59.187530] [DEBUG] [FORECASTER] HIO: Forecast T+1@11:T+2@11: DOWN (p=26.68%) [2025-10-09T00:05:59.187846] [INFO ] [FORECASTER] Completed predict_future for HIO [2025-10-09T00:05:59.188014] [INFO ] [sig ] HIO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:59.328856] [INFO ] [LOCAL ] Saved forecast: HIO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HIO.txt [2025-10-09T00:05:59.329113] [WARN ] [sig ] [961/2211] Failed HIO after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:59.329192] [INFO ] [sig ] [962/2211] Forecasting HIPO... [2025-10-09T00:05:59.329281] [INFO ] [sig ] Generating forecast for: HIPO [2025-10-09T00:05:59.329353] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIPO' from 'https://tdm.silogroup.org/data/derivative_storage/HIPO.csv'. [2025-10-09T00:05:59.340493] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HIPO'. [2025-10-09T00:05:59.341019] [INFO ] [FORECASTER] Starting predict_future for HIPO [2025-10-09T00:05:59.367197] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:59.368114] [DEBUG] [LOCAL ] No optimal features file found for HIPO: ./output/feature-sets/HIPO.txt [2025-10-09T00:05:59.368195] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:59.368267] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:59.368340] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:59.368440] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:59.385856] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:59.386548] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:59.386679] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:59.386751] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:59.424732] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:59.424998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:59.425060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:59.425098] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:59.429906] [DEBUG] [FORECASTER] HIPO: Forecast T+1@11:T+2@11: UP (p=65.72%) [2025-10-09T00:05:59.430237] [INFO ] [FORECASTER] Completed predict_future for HIPO [2025-10-09T00:05:59.430393] [INFO ] [sig ] HIPO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:05:59.605622] [INFO ] [LOCAL ] Saved forecast: HIPO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HIPO.txt [2025-10-09T00:05:59.605970] [WARN ] [sig ] [962/2211] Failed HIPO after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:59.606050] [INFO ] [sig ] [963/2211] Forecasting HIW... [2025-10-09T00:05:59.606118] [INFO ] [sig ] Generating forecast for: HIW [2025-10-09T00:05:59.606197] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIW' from 'https://tdm.silogroup.org/data/derivative_storage/HIW.csv'. [2025-10-09T00:05:59.616679] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HIW'. [2025-10-09T00:05:59.617054] [INFO ] [FORECASTER] Starting predict_future for HIW [2025-10-09T00:05:59.642621] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:59.643436] [DEBUG] [LOCAL ] No optimal features file found for HIW: ./output/feature-sets/HIW.txt [2025-10-09T00:05:59.643519] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:59.643614] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:59.643732] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:59.643856] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:59.661279] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:59.661967] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:59.662085] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:59.662173] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:59.704272] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:59.704429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:59.704478] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:59.704516] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:59.708457] [DEBUG] [FORECASTER] HIW: Forecast T+1@11:T+2@11: DOWN (p=0.54%) [2025-10-09T00:05:59.708837] [INFO ] [FORECASTER] Completed predict_future for HIW [2025-10-09T00:05:59.709009] [INFO ] [sig ] HIW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:05:59.851056] [INFO ] [LOCAL ] Saved forecast: HIW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HIW.txt [2025-10-09T00:05:59.851373] [WARN ] [sig ] [963/2211] Failed HIW after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:05:59.851456] [INFO ] [sig ] [964/2211] Forecasting HIX... [2025-10-09T00:05:59.851535] [INFO ] [sig ] Generating forecast for: HIX [2025-10-09T00:05:59.851608] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIX' from 'https://tdm.silogroup.org/data/derivative_storage/HIX.csv'. [2025-10-09T00:05:59.861566] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HIX'. [2025-10-09T00:05:59.861916] [INFO ] [FORECASTER] Starting predict_future for HIX [2025-10-09T00:05:59.888586] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:05:59.889533] [DEBUG] [LOCAL ] No optimal features file found for HIX: ./output/feature-sets/HIX.txt [2025-10-09T00:05:59.889625] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:05:59.889727] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:05:59.889799] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:05:59.889898] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:05:59.908395] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:05:59.909181] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:05:59.909327] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:05:59.909416] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:05:59.946499] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:05:59.946734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:05:59.946806] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:05:59.946847] [INFO ] [FORECASTER] Training complete [2025-10-09T00:05:59.950947] [DEBUG] [FORECASTER] HIX: Forecast T+1@11:T+2@11: DOWN (p=4.13%) [2025-10-09T00:05:59.951302] [INFO ] [FORECASTER] Completed predict_future for HIX [2025-10-09T00:05:59.951470] [INFO ] [sig ] HIX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:00.093636] [INFO ] [LOCAL ] Saved forecast: HIX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HIX.txt [2025-10-09T00:06:00.093953] [WARN ] [sig ] [964/2211] Failed HIX after 0.2s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:06:00.094036] [INFO ] [sig ] [965/2211] Forecasting HKD... [2025-10-09T00:06:00.094115] [INFO ] [sig ] Generating forecast for: HKD [2025-10-09T00:06:00.094192] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HKD' from 'https://tdm.silogroup.org/data/derivative_storage/HKD.csv'. [2025-10-09T00:06:00.104720] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HKD'. [2025-10-09T00:06:00.105183] [INFO ] [FORECASTER] Starting predict_future for HKD [2025-10-09T00:06:00.134029] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:00.134907] [DEBUG] [LOCAL ] No optimal features file found for HKD: ./output/feature-sets/HKD.txt [2025-10-09T00:06:00.134988] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:00.135060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:00.135128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:00.135226] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:00.153455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:00.154289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:00.154397] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:00.154467] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:00.190531] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:00.190764] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:00.190830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:00.190866] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:00.194625] [DEBUG] [FORECASTER] HKD: Forecast T+1@11:T+2@11: DOWN (p=26.77%) [2025-10-09T00:06:00.195061] [INFO ] [FORECASTER] Completed predict_future for HKD [2025-10-09T00:06:00.195217] [INFO ] [sig ] HKD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:00.348496] [INFO ] [LOCAL ] Saved forecast: HKD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HKD.txt [2025-10-09T00:06:00.348796] [WARN ] [sig ] [965/2211] Failed HKD after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:06:00.348879] [INFO ] [sig ] [966/2211] Forecasting HL... [2025-10-09T00:06:00.348952] [INFO ] [sig ] Generating forecast for: HL [2025-10-09T00:06:00.349025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HL' from 'https://tdm.silogroup.org/data/derivative_storage/HL.csv'. [2025-10-09T00:06:00.359182] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HL'. [2025-10-09T00:06:00.359678] [INFO ] [FORECASTER] Starting predict_future for HL [2025-10-09T00:06:00.386606] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:00.387513] [DEBUG] [LOCAL ] No optimal features file found for HL: ./output/feature-sets/HL.txt [2025-10-09T00:06:00.387601] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:00.387700] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:00.387771] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:00.387889] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:00.406904] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:00.407623] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:00.407757] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:00.407883] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:00.443820] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:00.444013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:00.444061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:00.444097] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:00.447852] [DEBUG] [FORECASTER] HL: Forecast T+1@11:T+2@11: UP (p=97.58%) [2025-10-09T00:06:00.448163] [INFO ] [FORECASTER] Completed predict_future for HL [2025-10-09T00:06:00.448308] [INFO ] [sig ] HL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:00.600379] [INFO ] [LOCAL ] Saved forecast: HL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HL.txt [2025-10-09T00:06:00.600696] [WARN ] [sig ] [966/2211] Failed HL after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:06:00.600784] [INFO ] [sig ] [967/2211] Forecasting HLF... [2025-10-09T00:06:00.600857] [INFO ] [sig ] Generating forecast for: HLF [2025-10-09T00:06:00.600931] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLF' from 'https://tdm.silogroup.org/data/derivative_storage/HLF.csv'. [2025-10-09T00:06:00.611736] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HLF'. [2025-10-09T00:06:00.612191] [INFO ] [FORECASTER] Starting predict_future for HLF [2025-10-09T00:06:00.642057] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:00.643215] [DEBUG] [LOCAL ] No optimal features file found for HLF: ./output/feature-sets/HLF.txt [2025-10-09T00:06:00.643306] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:00.643389] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:00.643468] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:00.643593] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:00.666882] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:00.667801] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:00.667916] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:00.668004] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:00.706218] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:00.706427] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:00.706477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:00.706512] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:00.710424] [DEBUG] [FORECASTER] HLF: Forecast T+1@11:T+2@11: DOWN (p=14.33%) [2025-10-09T00:06:00.710806] [INFO ] [FORECASTER] Completed predict_future for HLF [2025-10-09T00:06:00.710974] [INFO ] [sig ] HLF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:00.870625] [INFO ] [LOCAL ] Saved forecast: HLF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HLF.txt [2025-10-09T00:06:00.870965] [WARN ] [sig ] [967/2211] Failed HLF after 0.3s | 4.42 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T00:06:00.871050] [INFO ] [sig ] [968/2211] Forecasting HLI... [2025-10-09T00:06:00.871118] [INFO ] [sig ] Generating forecast for: HLI [2025-10-09T00:06:00.871196] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLI' from 'https://tdm.silogroup.org/data/derivative_storage/HLI.csv'. [2025-10-09T00:06:00.882170] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HLI'. [2025-10-09T00:06:00.882589] [INFO ] [FORECASTER] Starting predict_future for HLI [2025-10-09T00:06:00.908239] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:00.909122] [DEBUG] [LOCAL ] No optimal features file found for HLI: ./output/feature-sets/HLI.txt [2025-10-09T00:06:00.909200] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:00.909365] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:00.909435] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:00.909535] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:00.927204] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:00.927977] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:00.928083] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:00.928153] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:00.964776] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:00.964977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:00.965026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:00.965060] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:00.968753] [DEBUG] [FORECASTER] HLI: Forecast T+1@11:T+2@11: UP (p=88.53%) [2025-10-09T00:06:00.969072] [INFO ] [FORECASTER] Completed predict_future for HLI [2025-10-09T00:06:00.969271] [INFO ] [sig ] HLI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:01.113194] [INFO ] [LOCAL ] Saved forecast: HLI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HLI.txt [2025-10-09T00:06:01.113522] [WARN ] [sig ] [968/2211] Failed HLI after 0.2s | 4.42 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:01.113603] [INFO ] [sig ] [969/2211] Forecasting HLIO... [2025-10-09T00:06:01.113701] [INFO ] [sig ] Generating forecast for: HLIO [2025-10-09T00:06:01.113774] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLIO' from 'https://tdm.silogroup.org/data/derivative_storage/HLIO.csv'. [2025-10-09T00:06:01.124279] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HLIO'. [2025-10-09T00:06:01.124714] [INFO ] [FORECASTER] Starting predict_future for HLIO [2025-10-09T00:06:01.150760] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:01.151599] [DEBUG] [LOCAL ] No optimal features file found for HLIO: ./output/feature-sets/HLIO.txt [2025-10-09T00:06:01.151699] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:01.151773] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:01.151842] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:01.151941] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:01.169606] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:01.170475] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:01.170582] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:01.170678] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:01.207625] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:01.207857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:01.207908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:01.207944] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:01.212425] [DEBUG] [FORECASTER] HLIO: Forecast T+1@11:T+2@11: UP (p=99.01%) [2025-10-09T00:06:01.212782] [INFO ] [FORECASTER] Completed predict_future for HLIO [2025-10-09T00:06:01.212951] [INFO ] [sig ] HLIO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:01.356740] [INFO ] [LOCAL ] Saved forecast: HLIO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HLIO.txt [2025-10-09T00:06:01.357077] [WARN ] [sig ] [969/2211] Failed HLIO after 0.2s | 4.42 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:01.357173] [INFO ] [sig ] [970/2211] Forecasting HLLY... [2025-10-09T00:06:01.357284] [INFO ] [sig ] Generating forecast for: HLLY [2025-10-09T00:06:01.357378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLLY' from 'https://tdm.silogroup.org/data/derivative_storage/HLLY.csv'. [2025-10-09T00:06:01.368374] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HLLY'. [2025-10-09T00:06:01.368794] [INFO ] [FORECASTER] Starting predict_future for HLLY [2025-10-09T00:06:01.394553] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:01.395439] [DEBUG] [LOCAL ] No optimal features file found for HLLY: ./output/feature-sets/HLLY.txt [2025-10-09T00:06:01.395519] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:01.395590] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:01.395681] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:01.395782] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:01.413469] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:01.414289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:01.414400] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:01.414467] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:01.444145] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:01.444339] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:01.444387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:01.444421] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:01.448039] [DEBUG] [FORECASTER] HLLY: Forecast T+1@11:T+2@11: DOWN (p=0.94%) [2025-10-09T00:06:01.448346] [INFO ] [FORECASTER] Completed predict_future for HLLY [2025-10-09T00:06:01.448487] [INFO ] [sig ] HLLY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:01.591407] [INFO ] [LOCAL ] Saved forecast: HLLY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HLLY.txt [2025-10-09T00:06:01.591725] [WARN ] [sig ] [970/2211] Failed HLLY after 0.2s | 4.42 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:01.591804] [INFO ] [sig ] [971/2211] Forecasting HLN... [2025-10-09T00:06:01.591878] [INFO ] [sig ] Generating forecast for: HLN [2025-10-09T00:06:01.591937] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLN' from 'https://tdm.silogroup.org/data/derivative_storage/HLN.csv'. [2025-10-09T00:06:01.601518] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HLN'. [2025-10-09T00:06:01.601905] [INFO ] [FORECASTER] Starting predict_future for HLN [2025-10-09T00:06:01.627586] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:01.628448] [DEBUG] [LOCAL ] No optimal features file found for HLN: ./output/feature-sets/HLN.txt [2025-10-09T00:06:01.628527] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:01.628597] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:01.628693] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:01.628797] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:01.646704] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:01.647497] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:01.647608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:01.647700] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:01.678373] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:01.678566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:01.678614] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:01.678677] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:01.682324] [DEBUG] [FORECASTER] HLN: Forecast T+1@11:T+2@11: DOWN (p=15.89%) [2025-10-09T00:06:01.682689] [INFO ] [FORECASTER] Completed predict_future for HLN [2025-10-09T00:06:01.682965] [INFO ] [sig ] HLN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:01.827469] [INFO ] [LOCAL ] Saved forecast: HLN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HLN.txt [2025-10-09T00:06:01.827781] [WARN ] [sig ] [971/2211] Failed HLN after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:01.827867] [INFO ] [sig ] [972/2211] Forecasting HLT... [2025-10-09T00:06:01.827934] [INFO ] [sig ] Generating forecast for: HLT [2025-10-09T00:06:01.828006] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLT' from 'https://tdm.silogroup.org/data/derivative_storage/HLT.csv'. [2025-10-09T00:06:01.838108] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HLT'. [2025-10-09T00:06:01.838474] [INFO ] [FORECASTER] Starting predict_future for HLT [2025-10-09T00:06:01.863879] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:01.864710] [DEBUG] [LOCAL ] No optimal features file found for HLT: ./output/feature-sets/HLT.txt [2025-10-09T00:06:01.864789] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:01.864860] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:01.864927] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:01.865021] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:01.885812] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:01.886601] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:01.886734] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:01.886803] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:01.919483] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:01.919719] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:01.919810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:01.919874] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:01.924095] [DEBUG] [FORECASTER] HLT: Forecast T+1@11:T+2@11: UP (p=99.49%) [2025-10-09T00:06:01.924442] [INFO ] [FORECASTER] Completed predict_future for HLT [2025-10-09T00:06:01.924591] [INFO ] [sig ] HLT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:02.079558] [INFO ] [LOCAL ] Saved forecast: HLT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HLT.txt [2025-10-09T00:06:02.079970] [WARN ] [sig ] [972/2211] Failed HLT after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:02.080078] [INFO ] [sig ] [973/2211] Forecasting HLX... [2025-10-09T00:06:02.080171] [INFO ] [sig ] Generating forecast for: HLX [2025-10-09T00:06:02.080244] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLX' from 'https://tdm.silogroup.org/data/derivative_storage/HLX.csv'. [2025-10-09T00:06:02.092153] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HLX'. [2025-10-09T00:06:02.092603] [INFO ] [FORECASTER] Starting predict_future for HLX [2025-10-09T00:06:02.124492] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:02.125801] [DEBUG] [LOCAL ] No optimal features file found for HLX: ./output/feature-sets/HLX.txt [2025-10-09T00:06:02.125893] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:02.125966] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:02.126036] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:02.126137] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:02.148754] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:02.149701] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:02.149820] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:02.149890] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:02.182059] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:02.182254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:02.182317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:02.182384] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:02.187005] [DEBUG] [FORECASTER] HLX: Forecast T+1@11:T+2@11: UP (p=52.10%) [2025-10-09T00:06:02.187366] [INFO ] [FORECASTER] Completed predict_future for HLX [2025-10-09T00:06:02.187522] [INFO ] [sig ] HLX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:02.347069] [INFO ] [LOCAL ] Saved forecast: HLX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HLX.txt [2025-10-09T00:06:02.347376] [WARN ] [sig ] [973/2211] Failed HLX after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:02.347456] [INFO ] [sig ] [974/2211] Forecasting HMC... [2025-10-09T00:06:02.347525] [INFO ] [sig ] Generating forecast for: HMC [2025-10-09T00:06:02.347586] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HMC' from 'https://tdm.silogroup.org/data/derivative_storage/HMC.csv'. [2025-10-09T00:06:02.357483] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HMC'. [2025-10-09T00:06:02.357892] [INFO ] [FORECASTER] Starting predict_future for HMC [2025-10-09T00:06:02.384547] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:02.385392] [DEBUG] [LOCAL ] No optimal features file found for HMC: ./output/feature-sets/HMC.txt [2025-10-09T00:06:02.385470] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:02.385541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:02.385612] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:02.385733] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:02.403439] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:02.404060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:02.404161] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:02.404227] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:02.430192] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:02.430302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:02.430344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:02.430379] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:02.433743] [DEBUG] [FORECASTER] HMC: Forecast T+1@11:T+2@11: UP (p=59.42%) [2025-10-09T00:06:02.434033] [INFO ] [FORECASTER] Completed predict_future for HMC [2025-10-09T00:06:02.434165] [INFO ] [sig ] HMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:02.580819] [INFO ] [LOCAL ] Saved forecast: HMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HMC.txt [2025-10-09T00:06:02.581121] [WARN ] [sig ] [974/2211] Failed HMC after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:02.581200] [INFO ] [sig ] [975/2211] Forecasting HMN... [2025-10-09T00:06:02.581270] [INFO ] [sig ] Generating forecast for: HMN [2025-10-09T00:06:02.581329] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HMN' from 'https://tdm.silogroup.org/data/derivative_storage/HMN.csv'. [2025-10-09T00:06:02.591194] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HMN'. [2025-10-09T00:06:02.591567] [INFO ] [FORECASTER] Starting predict_future for HMN [2025-10-09T00:06:02.617798] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:02.618720] [DEBUG] [LOCAL ] No optimal features file found for HMN: ./output/feature-sets/HMN.txt [2025-10-09T00:06:02.618818] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:02.618948] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:02.619038] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:02.619170] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:02.637824] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:02.638613] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:02.638767] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:02.638855] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:02.679572] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:02.679797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:02.679856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:02.679892] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:02.683469] [DEBUG] [FORECASTER] HMN: Forecast T+1@11:T+2@11: UP (p=82.91%) [2025-10-09T00:06:02.683840] [INFO ] [FORECASTER] Completed predict_future for HMN [2025-10-09T00:06:02.683997] [INFO ] [sig ] HMN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:02.826361] [INFO ] [LOCAL ] Saved forecast: HMN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HMN.txt [2025-10-09T00:06:02.826688] [WARN ] [sig ] [975/2211] Failed HMN after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:02.826782] [INFO ] [sig ] [976/2211] Forecasting HMY... [2025-10-09T00:06:02.826858] [INFO ] [sig ] Generating forecast for: HMY [2025-10-09T00:06:02.826935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HMY' from 'https://tdm.silogroup.org/data/derivative_storage/HMY.csv'. [2025-10-09T00:06:02.837493] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HMY'. [2025-10-09T00:06:02.837922] [INFO ] [FORECASTER] Starting predict_future for HMY [2025-10-09T00:06:02.863455] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:02.864358] [DEBUG] [LOCAL ] No optimal features file found for HMY: ./output/feature-sets/HMY.txt [2025-10-09T00:06:02.864437] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:02.864516] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:02.864590] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:02.864726] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:02.882521] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:02.883343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:02.883454] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:02.883531] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:02.910599] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:02.910835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:02.910889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:02.910925] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:02.914543] [DEBUG] [FORECASTER] HMY: Forecast T+1@11:T+2@11: DOWN (p=25.02%) [2025-10-09T00:06:02.914885] [INFO ] [FORECASTER] Completed predict_future for HMY [2025-10-09T00:06:02.915034] [INFO ] [sig ] HMY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:03.057881] [INFO ] [LOCAL ] Saved forecast: HMY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HMY.txt [2025-10-09T00:06:03.058180] [WARN ] [sig ] [976/2211] Failed HMY after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:03.058268] [INFO ] [sig ] [977/2211] Forecasting HNI... [2025-10-09T00:06:03.058346] [INFO ] [sig ] Generating forecast for: HNI [2025-10-09T00:06:03.058425] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HNI' from 'https://tdm.silogroup.org/data/derivative_storage/HNI.csv'. [2025-10-09T00:06:03.068395] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HNI'. [2025-10-09T00:06:03.068810] [INFO ] [FORECASTER] Starting predict_future for HNI [2025-10-09T00:06:03.095710] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:03.096633] [DEBUG] [LOCAL ] No optimal features file found for HNI: ./output/feature-sets/HNI.txt [2025-10-09T00:06:03.096738] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:03.096817] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:03.096891] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:03.096996] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:03.115540] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:03.116301] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:03.116415] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:03.116488] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:03.144905] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:03.145092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:03.145139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:03.145174] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:03.149064] [DEBUG] [FORECASTER] HNI: Forecast T+1@11:T+2@11: UP (p=53.44%) [2025-10-09T00:06:03.150026] [INFO ] [FORECASTER] Completed predict_future for HNI [2025-10-09T00:06:03.150468] [INFO ] [sig ] HNI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:03.298102] [INFO ] [LOCAL ] Saved forecast: HNI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HNI.txt [2025-10-09T00:06:03.298403] [WARN ] [sig ] [977/2211] Failed HNI after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:03.298483] [INFO ] [sig ] [978/2211] Forecasting HOG... [2025-10-09T00:06:03.298553] [INFO ] [sig ] Generating forecast for: HOG [2025-10-09T00:06:03.298622] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOG' from 'https://tdm.silogroup.org/data/derivative_storage/HOG.csv'. [2025-10-09T00:06:03.308549] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HOG'. [2025-10-09T00:06:03.308901] [INFO ] [FORECASTER] Starting predict_future for HOG [2025-10-09T00:06:03.334442] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:03.335272] [DEBUG] [LOCAL ] No optimal features file found for HOG: ./output/feature-sets/HOG.txt [2025-10-09T00:06:03.335352] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:03.335423] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:03.335492] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:03.335589] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:03.353187] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:03.354156] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:03.354273] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:03.354344] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:03.392562] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:03.392797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:03.392860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:03.392896] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:03.396531] [DEBUG] [FORECASTER] HOG: Forecast T+1@11:T+2@11: UP (p=96.09%) [2025-10-09T00:06:03.396863] [INFO ] [FORECASTER] Completed predict_future for HOG [2025-10-09T00:06:03.397021] [INFO ] [sig ] HOG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:03.539433] [INFO ] [LOCAL ] Saved forecast: HOG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HOG.txt [2025-10-09T00:06:03.539766] [WARN ] [sig ] [978/2211] Failed HOG after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:03.539848] [INFO ] [sig ] [979/2211] Forecasting HOMB... [2025-10-09T00:06:03.539921] [INFO ] [sig ] Generating forecast for: HOMB [2025-10-09T00:06:03.539992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOMB' from 'https://tdm.silogroup.org/data/derivative_storage/HOMB.csv'. [2025-10-09T00:06:03.550832] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HOMB'. [2025-10-09T00:06:03.551276] [INFO ] [FORECASTER] Starting predict_future for HOMB [2025-10-09T00:06:03.577375] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:03.578298] [DEBUG] [LOCAL ] No optimal features file found for HOMB: ./output/feature-sets/HOMB.txt [2025-10-09T00:06:03.578376] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:03.578448] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:03.578515] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:03.578613] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:03.596211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:03.597134] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:03.597247] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:03.597317] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:03.635687] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:03.635898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:03.635950] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:03.635988] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:03.640033] [DEBUG] [FORECASTER] HOMB: Forecast T+1@11:T+2@11: UP (p=88.84%) [2025-10-09T00:06:03.640342] [INFO ] [FORECASTER] Completed predict_future for HOMB [2025-10-09T00:06:03.640489] [INFO ] [sig ] HOMB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:03.782282] [INFO ] [LOCAL ] Saved forecast: HOMB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HOMB.txt [2025-10-09T00:06:03.782507] [WARN ] [sig ] [979/2211] Failed HOMB after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:03.782584] [INFO ] [sig ] [980/2211] Forecasting HOUS... [2025-10-09T00:06:03.782677] [INFO ] [sig ] Generating forecast for: HOUS [2025-10-09T00:06:03.782751] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOUS' from 'https://tdm.silogroup.org/data/derivative_storage/HOUS.csv'. [2025-10-09T00:06:03.794564] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HOUS'. [2025-10-09T00:06:03.795174] [INFO ] [FORECASTER] Starting predict_future for HOUS [2025-10-09T00:06:03.828012] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:03.828963] [DEBUG] [LOCAL ] No optimal features file found for HOUS: ./output/feature-sets/HOUS.txt [2025-10-09T00:06:03.829063] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:03.829158] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:03.829293] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:03.829413] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:03.850921] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:03.851809] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:03.851925] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:03.851997] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:03.898787] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:03.899045] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:03.899131] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:03.899183] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:03.904081] [DEBUG] [FORECASTER] HOUS: Forecast T+1@11:T+2@11: DOWN (p=18.23%) [2025-10-09T00:06:03.904472] [INFO ] [FORECASTER] Completed predict_future for HOUS [2025-10-09T00:06:03.904636] [INFO ] [sig ] HOUS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:04.086237] [INFO ] [LOCAL ] Saved forecast: HOUS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HOUS.txt [2025-10-09T00:06:04.086594] [WARN ] [sig ] [980/2211] Failed HOUS after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T00:06:04.086720] [INFO ] [sig ] [981/2211] Forecasting HOV... [2025-10-09T00:06:04.086795] [INFO ] [sig ] Generating forecast for: HOV [2025-10-09T00:06:04.086881] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOV' from 'https://tdm.silogroup.org/data/derivative_storage/HOV.csv'. [2025-10-09T00:06:04.098250] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HOV'. [2025-10-09T00:06:04.098620] [INFO ] [FORECASTER] Starting predict_future for HOV [2025-10-09T00:06:04.124729] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:04.125485] [DEBUG] [LOCAL ] No optimal features file found for HOV: ./output/feature-sets/HOV.txt [2025-10-09T00:06:04.125563] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:04.125634] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:04.125725] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:04.125824] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:04.143518] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:04.144138] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:04.144240] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:04.144309] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:04.185712] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:04.185887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:04.185941] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:04.185976] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:04.189373] [DEBUG] [FORECASTER] HOV: Forecast T+1@11:T+2@11: UP (p=98.21%) [2025-10-09T00:06:04.189693] [INFO ] [FORECASTER] Completed predict_future for HOV [2025-10-09T00:06:04.189851] [INFO ] [sig ] HOV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:04.346768] [INFO ] [LOCAL ] Saved forecast: HOV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HOV.txt [2025-10-09T00:06:04.347073] [WARN ] [sig ] [981/2211] Failed HOV after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:04.347153] [INFO ] [sig ] [982/2211] Forecasting HP... [2025-10-09T00:06:04.347202] [INFO ] [sig ] Generating forecast for: HP [2025-10-09T00:06:04.347266] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HP' from 'https://tdm.silogroup.org/data/derivative_storage/HP.csv'. [2025-10-09T00:06:04.359594] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HP'. [2025-10-09T00:06:04.360106] [INFO ] [FORECASTER] Starting predict_future for HP [2025-10-09T00:06:04.390448] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:04.391319] [DEBUG] [LOCAL ] No optimal features file found for HP: ./output/feature-sets/HP.txt [2025-10-09T00:06:04.391400] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:04.391492] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:04.391564] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:04.391694] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:04.414031] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:04.415046] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:04.415157] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:04.415228] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:04.453523] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:04.453697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:04.453765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:04.453802] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:04.457206] [DEBUG] [FORECASTER] HP: Forecast T+1@11:T+2@11: UP (p=74.45%) [2025-10-09T00:06:04.457505] [INFO ] [FORECASTER] Completed predict_future for HP [2025-10-09T00:06:04.457685] [INFO ] [sig ] HP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:04.599439] [INFO ] [LOCAL ] Saved forecast: HP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HP.txt [2025-10-09T00:06:04.599730] [WARN ] [sig ] [982/2211] Failed HP after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:04.599834] [INFO ] [sig ] [983/2211] Forecasting HPE... [2025-10-09T00:06:04.599904] [INFO ] [sig ] Generating forecast for: HPE [2025-10-09T00:06:04.599976] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPE' from 'https://tdm.silogroup.org/data/derivative_storage/HPE.csv'. [2025-10-09T00:06:04.610909] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HPE'. [2025-10-09T00:06:04.611367] [INFO ] [FORECASTER] Starting predict_future for HPE [2025-10-09T00:06:04.638871] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:04.639835] [DEBUG] [LOCAL ] No optimal features file found for HPE: ./output/feature-sets/HPE.txt [2025-10-09T00:06:04.639917] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:04.639991] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:04.640071] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:04.640193] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:04.659157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:04.660023] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:04.660157] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:04.660242] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:04.697495] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:04.697735] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:04.697803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:04.697840] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:04.701732] [DEBUG] [FORECASTER] HPE: Forecast T+1@11:T+2@11: UP (p=98.35%) [2025-10-09T00:06:04.702038] [INFO ] [FORECASTER] Completed predict_future for HPE [2025-10-09T00:06:04.702210] [INFO ] [sig ] HPE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:04.858807] [INFO ] [LOCAL ] Saved forecast: HPE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HPE.txt [2025-10-09T00:06:04.859119] [WARN ] [sig ] [983/2211] Failed HPE after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:04.859201] [INFO ] [sig ] [984/2211] Forecasting HPF... [2025-10-09T00:06:04.859296] [INFO ] [sig ] Generating forecast for: HPF [2025-10-09T00:06:04.859371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPF' from 'https://tdm.silogroup.org/data/derivative_storage/HPF.csv'. [2025-10-09T00:06:04.869757] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HPF'. [2025-10-09T00:06:04.870547] [INFO ] [FORECASTER] Starting predict_future for HPF [2025-10-09T00:06:04.896973] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:04.897785] [DEBUG] [LOCAL ] No optimal features file found for HPF: ./output/feature-sets/HPF.txt [2025-10-09T00:06:04.897864] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:04.897934] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:04.898000] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:04.898097] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:04.916027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:04.916634] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:04.916761] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:04.916830] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:04.956980] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:04.957130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:04.957176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:04.957211] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:04.960795] [DEBUG] [FORECASTER] HPF: Forecast T+1@11:T+2@11: UP (p=91.75%) [2025-10-09T00:06:04.961101] [INFO ] [FORECASTER] Completed predict_future for HPF [2025-10-09T00:06:04.961257] [INFO ] [sig ] HPF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:05.104220] [INFO ] [LOCAL ] Saved forecast: HPF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HPF.txt [2025-10-09T00:06:05.104532] [WARN ] [sig ] [984/2211] Failed HPF after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:05.104610] [INFO ] [sig ] [985/2211] Forecasting HPI... [2025-10-09T00:06:05.104701] [INFO ] [sig ] Generating forecast for: HPI [2025-10-09T00:06:05.104773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPI' from 'https://tdm.silogroup.org/data/derivative_storage/HPI.csv'. [2025-10-09T00:06:05.115297] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HPI'. [2025-10-09T00:06:05.115703] [INFO ] [FORECASTER] Starting predict_future for HPI [2025-10-09T00:06:05.141200] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:05.142086] [DEBUG] [LOCAL ] No optimal features file found for HPI: ./output/feature-sets/HPI.txt [2025-10-09T00:06:05.142168] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:05.142247] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:05.142318] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:05.142418] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:05.160927] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:05.161570] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:05.161702] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:05.161774] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:05.202429] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:05.202614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:05.202696] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:05.202756] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:05.206448] [DEBUG] [FORECASTER] HPI: Forecast T+1@11:T+2@11: UP (p=81.49%) [2025-10-09T00:06:05.206803] [INFO ] [FORECASTER] Completed predict_future for HPI [2025-10-09T00:06:05.206968] [INFO ] [sig ] HPI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:05.356739] [INFO ] [LOCAL ] Saved forecast: HPI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HPI.txt [2025-10-09T00:06:05.357040] [WARN ] [sig ] [985/2211] Failed HPI after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:05.357120] [INFO ] [sig ] [986/2211] Forecasting HPP... [2025-10-09T00:06:05.357189] [INFO ] [sig ] Generating forecast for: HPP [2025-10-09T00:06:05.357258] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPP' from 'https://tdm.silogroup.org/data/derivative_storage/HPP.csv'. [2025-10-09T00:06:05.367402] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HPP'. [2025-10-09T00:06:05.367793] [INFO ] [FORECASTER] Starting predict_future for HPP [2025-10-09T00:06:05.393126] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:05.393939] [DEBUG] [LOCAL ] No optimal features file found for HPP: ./output/feature-sets/HPP.txt [2025-10-09T00:06:05.394018] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:05.394068] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:05.394128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:05.394226] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:05.411598] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:05.412235] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:05.412343] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:05.412412] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:05.446699] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:05.446895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:05.446944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:05.446978] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:05.450806] [DEBUG] [FORECASTER] HPP: Forecast T+1@11:T+2@11: DOWN (p=15.40%) [2025-10-09T00:06:05.451126] [INFO ] [FORECASTER] Completed predict_future for HPP [2025-10-09T00:06:05.451270] [INFO ] [sig ] HPP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:05.611747] [INFO ] [LOCAL ] Saved forecast: HPP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HPP.txt [2025-10-09T00:06:05.612077] [WARN ] [sig ] [986/2211] Failed HPP after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:05.612160] [INFO ] [sig ] [987/2211] Forecasting HPQ... [2025-10-09T00:06:05.612232] [INFO ] [sig ] Generating forecast for: HPQ [2025-10-09T00:06:05.612316] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPQ' from 'https://tdm.silogroup.org/data/derivative_storage/HPQ.csv'. [2025-10-09T00:06:05.623694] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HPQ'. [2025-10-09T00:06:05.624089] [INFO ] [FORECASTER] Starting predict_future for HPQ [2025-10-09T00:06:05.654866] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:05.655735] [DEBUG] [LOCAL ] No optimal features file found for HPQ: ./output/feature-sets/HPQ.txt [2025-10-09T00:06:05.655834] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:05.655924] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:05.655994] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:05.656098] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:05.677113] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:05.677772] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:05.677882] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:05.677953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:05.721100] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:05.721270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:05.721332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:05.721370] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:05.725591] [DEBUG] [FORECASTER] HPQ: Forecast T+1@11:T+2@11: DOWN (p=4.58%) [2025-10-09T00:06:05.726040] [INFO ] [FORECASTER] Completed predict_future for HPQ [2025-10-09T00:06:05.726259] [INFO ] [sig ] HPQ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:05.867502] [INFO ] [LOCAL ] Saved forecast: HPQ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HPQ.txt [2025-10-09T00:06:05.867801] [WARN ] [sig ] [987/2211] Failed HPQ after 0.3s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:05.867880] [INFO ] [sig ] [988/2211] Forecasting HPS... [2025-10-09T00:06:05.867929] [INFO ] [sig ] Generating forecast for: HPS [2025-10-09T00:06:05.867991] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPS' from 'https://tdm.silogroup.org/data/derivative_storage/HPS.csv'. [2025-10-09T00:06:05.877922] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HPS'. [2025-10-09T00:06:05.878221] [INFO ] [FORECASTER] Starting predict_future for HPS [2025-10-09T00:06:05.903704] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:05.904443] [DEBUG] [LOCAL ] No optimal features file found for HPS: ./output/feature-sets/HPS.txt [2025-10-09T00:06:05.904520] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:05.904590] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:05.904681] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:05.904780] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:05.922164] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:05.922771] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:05.922873] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:05.922941] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:05.960027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:05.960124] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:05.960168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:05.960201] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:05.963294] [DEBUG] [FORECASTER] HPS: Forecast T+1@11:T+2@11: UP (p=96.63%) [2025-10-09T00:06:05.963567] [INFO ] [FORECASTER] Completed predict_future for HPS [2025-10-09T00:06:05.963735] [INFO ] [sig ] HPS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:06.105904] [INFO ] [LOCAL ] Saved forecast: HPS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HPS.txt [2025-10-09T00:06:06.106153] [WARN ] [sig ] [988/2211] Failed HPS after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:06.106230] [INFO ] [sig ] [989/2211] Forecasting HQH... [2025-10-09T00:06:06.106299] [INFO ] [sig ] Generating forecast for: HQH [2025-10-09T00:06:06.106368] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HQH' from 'https://tdm.silogroup.org/data/derivative_storage/HQH.csv'. [2025-10-09T00:06:06.116413] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HQH'. [2025-10-09T00:06:06.116739] [INFO ] [FORECASTER] Starting predict_future for HQH [2025-10-09T00:06:06.141885] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:06.142601] [DEBUG] [LOCAL ] No optimal features file found for HQH: ./output/feature-sets/HQH.txt [2025-10-09T00:06:06.142699] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:06.142770] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:06.142850] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:06.142948] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:06.160784] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:06.161393] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:06.161496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:06.161565] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:06.197355] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:06.197456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:06.197496] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:06.197529] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:06.200774] [DEBUG] [FORECASTER] HQH: Forecast T+1@11:T+2@11: UP (p=96.53%) [2025-10-09T00:06:06.201044] [INFO ] [FORECASTER] Completed predict_future for HQH [2025-10-09T00:06:06.201186] [INFO ] [sig ] HQH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:06.344527] [INFO ] [LOCAL ] Saved forecast: HQH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HQH.txt [2025-10-09T00:06:06.344809] [WARN ] [sig ] [989/2211] Failed HQH after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:06.344888] [INFO ] [sig ] [990/2211] Forecasting HQL... [2025-10-09T00:06:06.344956] [INFO ] [sig ] Generating forecast for: HQL [2025-10-09T00:06:06.345025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HQL' from 'https://tdm.silogroup.org/data/derivative_storage/HQL.csv'. [2025-10-09T00:06:06.354539] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HQL'. [2025-10-09T00:06:06.354849] [INFO ] [FORECASTER] Starting predict_future for HQL [2025-10-09T00:06:06.386043] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:06.387075] [DEBUG] [LOCAL ] No optimal features file found for HQL: ./output/feature-sets/HQL.txt [2025-10-09T00:06:06.387153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:06.387223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:06.387292] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:06.387390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:06.405150] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:06.405762] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:06.405865] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:06.405933] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:06.443380] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:06.443519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:06.443576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:06.443612] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:06.446822] [DEBUG] [FORECASTER] HQL: Forecast T+1@11:T+2@11: DOWN (p=8.31%) [2025-10-09T00:06:06.447097] [INFO ] [FORECASTER] Completed predict_future for HQL [2025-10-09T00:06:06.447234] [INFO ] [sig ] HQL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:06.590347] [INFO ] [LOCAL ] Saved forecast: HQL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HQL.txt [2025-10-09T00:06:06.590620] [WARN ] [sig ] [990/2211] Failed HQL after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:06.590722] [INFO ] [sig ] [991/2211] Forecasting HR... [2025-10-09T00:06:06.590792] [INFO ] [sig ] Generating forecast for: HR [2025-10-09T00:06:06.590862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HR' from 'https://tdm.silogroup.org/data/derivative_storage/HR.csv'. [2025-10-09T00:06:06.604180] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HR'. [2025-10-09T00:06:06.604621] [INFO ] [FORECASTER] Starting predict_future for HR [2025-10-09T00:06:06.630685] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:06.631484] [DEBUG] [LOCAL ] No optimal features file found for HR: ./output/feature-sets/HR.txt [2025-10-09T00:06:06.631563] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:06.631634] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:06.631728] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:06.631827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:06.649484] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:06.650137] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:06.650241] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:06.650310] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:06.689084] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:06.689227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:06.689328] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:06.689388] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:06.692789] [DEBUG] [FORECASTER] HR: Forecast T+1@11:T+2@11: UP (p=97.36%) [2025-10-09T00:06:06.693083] [INFO ] [FORECASTER] Completed predict_future for HR [2025-10-09T00:06:06.693226] [INFO ] [sig ] HR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:06.837017] [INFO ] [LOCAL ] Saved forecast: HR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HR.txt [2025-10-09T00:06:06.837327] [WARN ] [sig ] [991/2211] Failed HR after 0.2s | 4.41 sym/s | Total: 3.7m | ETA: 4.6m [2025-10-09T00:06:06.837408] [INFO ] [sig ] [992/2211] Forecasting HRB... [2025-10-09T00:06:06.837478] [INFO ] [sig ] Generating forecast for: HRB [2025-10-09T00:06:06.837550] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRB' from 'https://tdm.silogroup.org/data/derivative_storage/HRB.csv'. [2025-10-09T00:06:06.848892] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HRB'. [2025-10-09T00:06:06.849294] [INFO ] [FORECASTER] Starting predict_future for HRB [2025-10-09T00:06:06.874699] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:06.875417] [DEBUG] [LOCAL ] No optimal features file found for HRB: ./output/feature-sets/HRB.txt [2025-10-09T00:06:06.875494] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:06.875565] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:06.875632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:06.875753] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:06.893379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:06.894011] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:06.894112] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:06.894184] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:06.932251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:06.932349] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:06.932389] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:06.932421] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:06.935604] [DEBUG] [FORECASTER] HRB: Forecast T+1@11:T+2@11: UP (p=98.48%) [2025-10-09T00:06:06.935904] [INFO ] [FORECASTER] Completed predict_future for HRB [2025-10-09T00:06:06.936054] [INFO ] [sig ] HRB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:07.078316] [INFO ] [LOCAL ] Saved forecast: HRB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HRB.txt [2025-10-09T00:06:07.078776] [WARN ] [sig ] [992/2211] Failed HRB after 0.2s | 4.41 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:07.078856] [INFO ] [sig ] [993/2211] Forecasting HRI... [2025-10-09T00:06:07.078908] [INFO ] [sig ] Generating forecast for: HRI [2025-10-09T00:06:07.078948] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRI' from 'https://tdm.silogroup.org/data/derivative_storage/HRI.csv'. [2025-10-09T00:06:07.089813] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'HRI'. [2025-10-09T00:06:07.090128] [INFO ] [FORECASTER] Starting predict_future for HRI [2025-10-09T00:06:07.115870] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:07.116611] [DEBUG] [LOCAL ] No optimal features file found for HRI: ./output/feature-sets/HRI.txt [2025-10-09T00:06:07.116709] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:07.116780] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:07.116848] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:07.116944] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:07.134586] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:07.135174] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:07.135274] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:07.135343] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:07.172095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:07.172242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:07.172286] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:07.172320] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:07.175784] [DEBUG] [FORECASTER] HRI: Forecast T+1@11:T+2@11: DOWN (p=22.50%) [2025-10-09T00:06:07.176070] [INFO ] [FORECASTER] Completed predict_future for HRI [2025-10-09T00:06:07.176211] [INFO ] [sig ] HRI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:07.319348] [INFO ] [LOCAL ] Saved forecast: HRI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HRI.txt [2025-10-09T00:06:07.319603] [WARN ] [sig ] [993/2211] Failed HRI after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:07.319704] [INFO ] [sig ] [994/2211] Forecasting HRL... [2025-10-09T00:06:07.319774] [INFO ] [sig ] Generating forecast for: HRL [2025-10-09T00:06:07.319845] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRL' from 'https://tdm.silogroup.org/data/derivative_storage/HRL.csv'. [2025-10-09T00:06:07.331096] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HRL'. [2025-10-09T00:06:07.331590] [INFO ] [FORECASTER] Starting predict_future for HRL [2025-10-09T00:06:07.358035] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:07.358969] [DEBUG] [LOCAL ] No optimal features file found for HRL: ./output/feature-sets/HRL.txt [2025-10-09T00:06:07.359050] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:07.359123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:07.359190] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:07.359309] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:07.376979] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:07.377856] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:07.377978] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:07.378047] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:07.415255] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:07.415470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:07.415519] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:07.415570] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:07.419364] [DEBUG] [FORECASTER] HRL: Forecast T+1@11:T+2@11: DOWN (p=47.91%) [2025-10-09T00:06:07.419766] [INFO ] [FORECASTER] Completed predict_future for HRL [2025-10-09T00:06:07.419933] [INFO ] [sig ] HRL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:07.564191] [INFO ] [LOCAL ] Saved forecast: HRL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HRL.txt [2025-10-09T00:06:07.564480] [WARN ] [sig ] [994/2211] Failed HRL after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:07.564557] [INFO ] [sig ] [995/2211] Forecasting HRTG... [2025-10-09T00:06:07.564627] [INFO ] [sig ] Generating forecast for: HRTG [2025-10-09T00:06:07.564719] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRTG' from 'https://tdm.silogroup.org/data/derivative_storage/HRTG.csv'. [2025-10-09T00:06:07.574818] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HRTG'. [2025-10-09T00:06:07.575129] [INFO ] [FORECASTER] Starting predict_future for HRTG [2025-10-09T00:06:07.600432] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:07.601179] [DEBUG] [LOCAL ] No optimal features file found for HRTG: ./output/feature-sets/HRTG.txt [2025-10-09T00:06:07.601256] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:07.601326] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:07.601394] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:07.601490] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:07.618857] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:07.619532] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:07.619639] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:07.619736] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:07.653701] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:07.653801] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:07.653843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:07.653878] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:07.657065] [DEBUG] [FORECASTER] HRTG: Forecast T+1@11:T+2@11: DOWN (p=20.07%) [2025-10-09T00:06:07.657346] [INFO ] [FORECASTER] Completed predict_future for HRTG [2025-10-09T00:06:07.657481] [INFO ] [sig ] HRTG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:07.800472] [INFO ] [LOCAL ] Saved forecast: HRTG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HRTG.txt [2025-10-09T00:06:07.800916] [WARN ] [sig ] [995/2211] Failed HRTG after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:07.800997] [INFO ] [sig ] [996/2211] Forecasting HSBC... [2025-10-09T00:06:07.801068] [INFO ] [sig ] Generating forecast for: HSBC [2025-10-09T00:06:07.801140] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HSBC' from 'https://tdm.silogroup.org/data/derivative_storage/HSBC.csv'. [2025-10-09T00:06:07.812307] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HSBC'. [2025-10-09T00:06:07.812729] [INFO ] [FORECASTER] Starting predict_future for HSBC [2025-10-09T00:06:07.838373] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:07.839174] [DEBUG] [LOCAL ] No optimal features file found for HSBC: ./output/feature-sets/HSBC.txt [2025-10-09T00:06:07.839274] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:07.839793] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:07.839925] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:07.840203] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:07.858333] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:07.859151] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:07.859289] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:07.859364] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:07.900008] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:07.900122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:07.900165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:07.900201] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:07.903557] [DEBUG] [FORECASTER] HSBC: Forecast T+1@11:T+2@11: DOWN (p=12.60%) [2025-10-09T00:06:07.903874] [INFO ] [FORECASTER] Completed predict_future for HSBC [2025-10-09T00:06:07.904034] [INFO ] [sig ] HSBC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:08.044112] [INFO ] [LOCAL ] Saved forecast: HSBC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HSBC.txt [2025-10-09T00:06:08.044483] [WARN ] [sig ] [996/2211] Failed HSBC after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:08.044567] [INFO ] [sig ] [997/2211] Forecasting HSHP... [2025-10-09T00:06:08.044639] [INFO ] [sig ] Generating forecast for: HSHP [2025-10-09T00:06:08.044740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HSHP' from 'https://tdm.silogroup.org/data/derivative_storage/HSHP.csv'. [2025-10-09T00:06:08.055818] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HSHP'. [2025-10-09T00:06:08.056245] [INFO ] [FORECASTER] Starting predict_future for HSHP [2025-10-09T00:06:08.081828] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:08.082545] [DEBUG] [LOCAL ] No optimal features file found for HSHP: ./output/feature-sets/HSHP.txt [2025-10-09T00:06:08.082624] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:08.082720] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:08.082790] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:08.082890] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:08.100886] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:08.101501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:08.101608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:08.101703] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:08.145473] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:08.145574] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:08.145615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:08.145675] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:08.149061] [DEBUG] [FORECASTER] HSHP: Forecast T+1@11:T+2@11: DOWN (p=1.39%) [2025-10-09T00:06:08.149410] [INFO ] [FORECASTER] Completed predict_future for HSHP [2025-10-09T00:06:08.149562] [INFO ] [sig ] HSHP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:08.296795] [INFO ] [LOCAL ] Saved forecast: HSHP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HSHP.txt [2025-10-09T00:06:08.297064] [WARN ] [sig ] [997/2211] Failed HSHP after 0.3s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:08.297144] [INFO ] [sig ] [998/2211] Forecasting HSY... [2025-10-09T00:06:08.297213] [INFO ] [sig ] Generating forecast for: HSY [2025-10-09T00:06:08.297284] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HSY' from 'https://tdm.silogroup.org/data/derivative_storage/HSY.csv'. [2025-10-09T00:06:08.308305] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HSY'. [2025-10-09T00:06:08.308612] [INFO ] [FORECASTER] Starting predict_future for HSY [2025-10-09T00:06:08.334187] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:08.334951] [DEBUG] [LOCAL ] No optimal features file found for HSY: ./output/feature-sets/HSY.txt [2025-10-09T00:06:08.335027] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:08.335079] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:08.335140] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:08.335241] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:08.352906] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:08.353495] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:08.353597] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:08.353693] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:08.391553] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:08.391676] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:08.391742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:08.391783] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:08.394870] [DEBUG] [FORECASTER] HSY: Forecast T+1@11:T+2@11: UP (p=59.49%) [2025-10-09T00:06:08.395142] [INFO ] [FORECASTER] Completed predict_future for HSY [2025-10-09T00:06:08.395275] [INFO ] [sig ] HSY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:08.537017] [INFO ] [LOCAL ] Saved forecast: HSY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HSY.txt [2025-10-09T00:06:08.537259] [WARN ] [sig ] [998/2211] Failed HSY after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:08.537337] [INFO ] [sig ] [999/2211] Forecasting HTD... [2025-10-09T00:06:08.537406] [INFO ] [sig ] Generating forecast for: HTD [2025-10-09T00:06:08.537476] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HTD' from 'https://tdm.silogroup.org/data/derivative_storage/HTD.csv'. [2025-10-09T00:06:08.548482] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HTD'. [2025-10-09T00:06:08.548832] [INFO ] [FORECASTER] Starting predict_future for HTD [2025-10-09T00:06:08.574033] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:08.574831] [DEBUG] [LOCAL ] No optimal features file found for HTD: ./output/feature-sets/HTD.txt [2025-10-09T00:06:08.574907] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:08.574978] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:08.575046] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:08.575143] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:08.594280] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:08.595032] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:08.595141] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:08.595213] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:08.632829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:08.632924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:08.632965] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:08.632997] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:08.636069] [DEBUG] [FORECASTER] HTD: Forecast T+1@11:T+2@11: UP (p=98.76%) [2025-10-09T00:06:08.636377] [INFO ] [FORECASTER] Completed predict_future for HTD [2025-10-09T00:06:08.636518] [INFO ] [sig ] HTD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:08.780338] [INFO ] [LOCAL ] Saved forecast: HTD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HTD.txt [2025-10-09T00:06:08.780702] [WARN ] [sig ] [999/2211] Failed HTD after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:08.780792] [INFO ] [sig ] [1000/2211] Forecasting HTGC... [2025-10-09T00:06:08.780864] [INFO ] [sig ] Generating forecast for: HTGC [2025-10-09T00:06:08.780935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HTGC' from 'https://tdm.silogroup.org/data/derivative_storage/HTGC.csv'. [2025-10-09T00:06:08.791835] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HTGC'. [2025-10-09T00:06:08.792313] [INFO ] [FORECASTER] Starting predict_future for HTGC [2025-10-09T00:06:08.818040] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:08.819107] [DEBUG] [LOCAL ] No optimal features file found for HTGC: ./output/feature-sets/HTGC.txt [2025-10-09T00:06:08.819185] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:08.819534] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:08.819610] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:08.819735] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:08.837463] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:08.838145] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:08.838254] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:08.838324] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:08.876070] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:08.876234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:08.876280] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:08.876315] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:08.879793] [DEBUG] [FORECASTER] HTGC: Forecast T+1@11:T+2@11: DOWN (p=24.76%) [2025-10-09T00:06:08.880084] [INFO ] [FORECASTER] Completed predict_future for HTGC [2025-10-09T00:06:08.880240] [INFO ] [sig ] HTGC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:09.026563] [INFO ] [LOCAL ] Saved forecast: HTGC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HTGC.txt [2025-10-09T00:06:09.026920] [WARN ] [sig ] [1000/2211] Failed HTGC after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:09.026999] [INFO ] [sig ] [1001/2211] Forecasting HTH... [2025-10-09T00:06:09.027070] [INFO ] [sig ] Generating forecast for: HTH [2025-10-09T00:06:09.027140] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HTH' from 'https://tdm.silogroup.org/data/derivative_storage/HTH.csv'. [2025-10-09T00:06:09.037940] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HTH'. [2025-10-09T00:06:09.038274] [INFO ] [FORECASTER] Starting predict_future for HTH [2025-10-09T00:06:09.065711] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:09.066481] [DEBUG] [LOCAL ] No optimal features file found for HTH: ./output/feature-sets/HTH.txt [2025-10-09T00:06:09.066561] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:09.066634] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:09.066735] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:09.066834] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:09.085263] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:09.085921] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:09.086028] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:09.086096] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:09.121007] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:09.121127] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:09.121171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:09.121221] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:09.124738] [DEBUG] [FORECASTER] HTH: Forecast T+1@11:T+2@11: DOWN (p=3.44%) [2025-10-09T00:06:09.125024] [INFO ] [FORECASTER] Completed predict_future for HTH [2025-10-09T00:06:09.125163] [INFO ] [sig ] HTH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:09.273305] [INFO ] [LOCAL ] Saved forecast: HTH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HTH.txt [2025-10-09T00:06:09.273587] [WARN ] [sig ] [1001/2211] Failed HTH after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:09.273690] [INFO ] [sig ] [1002/2211] Forecasting HUBB... [2025-10-09T00:06:09.273761] [INFO ] [sig ] Generating forecast for: HUBB [2025-10-09T00:06:09.273833] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUBB' from 'https://tdm.silogroup.org/data/derivative_storage/HUBB.csv'. [2025-10-09T00:06:09.284501] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HUBB'. [2025-10-09T00:06:09.284878] [INFO ] [FORECASTER] Starting predict_future for HUBB [2025-10-09T00:06:09.311235] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:09.312057] [DEBUG] [LOCAL ] No optimal features file found for HUBB: ./output/feature-sets/HUBB.txt [2025-10-09T00:06:09.312137] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:09.312211] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:09.312280] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:09.312384] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:09.331162] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:09.331805] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:09.331910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:09.331979] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:09.367707] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:09.367849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:09.367933] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:09.367992] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:09.371421] [DEBUG] [FORECASTER] HUBB: Forecast T+1@11:T+2@11: UP (p=90.45%) [2025-10-09T00:06:09.371760] [INFO ] [FORECASTER] Completed predict_future for HUBB [2025-10-09T00:06:09.371916] [INFO ] [sig ] HUBB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:09.518745] [INFO ] [LOCAL ] Saved forecast: HUBB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HUBB.txt [2025-10-09T00:06:09.518990] [WARN ] [sig ] [1002/2211] Failed HUBB after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:09.519067] [INFO ] [sig ] [1003/2211] Forecasting HUBS... [2025-10-09T00:06:09.519135] [INFO ] [sig ] Generating forecast for: HUBS [2025-10-09T00:06:09.519206] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUBS' from 'https://tdm.silogroup.org/data/derivative_storage/HUBS.csv'. [2025-10-09T00:06:09.529105] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HUBS'. [2025-10-09T00:06:09.529475] [INFO ] [FORECASTER] Starting predict_future for HUBS [2025-10-09T00:06:09.555826] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:09.556583] [DEBUG] [LOCAL ] No optimal features file found for HUBS: ./output/feature-sets/HUBS.txt [2025-10-09T00:06:09.556687] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:09.556762] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:09.556829] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:09.556945] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:09.574961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:09.575544] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:09.575670] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:09.575749] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:09.611614] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:09.611741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:09.611792] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:09.611827] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:09.614943] [DEBUG] [FORECASTER] HUBS: Forecast T+1@11:T+2@11: UP (p=74.76%) [2025-10-09T00:06:09.615215] [INFO ] [FORECASTER] Completed predict_future for HUBS [2025-10-09T00:06:09.615348] [INFO ] [sig ] HUBS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:09.761309] [INFO ] [LOCAL ] Saved forecast: HUBS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HUBS.txt [2025-10-09T00:06:09.761557] [WARN ] [sig ] [1003/2211] Failed HUBS after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:09.761636] [INFO ] [sig ] [1004/2211] Forecasting HUM... [2025-10-09T00:06:09.761748] [INFO ] [sig ] Generating forecast for: HUM [2025-10-09T00:06:09.761823] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUM' from 'https://tdm.silogroup.org/data/derivative_storage/HUM.csv'. [2025-10-09T00:06:09.771774] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HUM'. [2025-10-09T00:06:09.772104] [INFO ] [FORECASTER] Starting predict_future for HUM [2025-10-09T00:06:09.798329] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:09.799118] [DEBUG] [LOCAL ] No optimal features file found for HUM: ./output/feature-sets/HUM.txt [2025-10-09T00:06:09.799200] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:09.799294] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:09.799365] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:09.799466] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:09.817835] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:09.818426] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:09.818528] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:09.818599] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:09.852418] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:09.852520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:09.852582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:09.852675] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:09.856016] [DEBUG] [FORECASTER] HUM: Forecast T+1@11:T+2@11: DOWN (p=16.97%) [2025-10-09T00:06:09.856308] [INFO ] [FORECASTER] Completed predict_future for HUM [2025-10-09T00:06:09.856445] [INFO ] [sig ] HUM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:10.004624] [INFO ] [LOCAL ] Saved forecast: HUM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HUM.txt [2025-10-09T00:06:10.004898] [WARN ] [sig ] [1004/2211] Failed HUM after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:10.004974] [INFO ] [sig ] [1005/2211] Forecasting HUN... [2025-10-09T00:06:10.005042] [INFO ] [sig ] Generating forecast for: HUN [2025-10-09T00:06:10.005112] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUN' from 'https://tdm.silogroup.org/data/derivative_storage/HUN.csv'. [2025-10-09T00:06:10.015252] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HUN'. [2025-10-09T00:06:10.015562] [INFO ] [FORECASTER] Starting predict_future for HUN [2025-10-09T00:06:10.041919] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:10.042728] [DEBUG] [LOCAL ] No optimal features file found for HUN: ./output/feature-sets/HUN.txt [2025-10-09T00:06:10.042808] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:10.042880] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:10.042950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:10.043050] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:10.061750] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:10.062379] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:10.062485] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:10.062556] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:10.096779] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:10.096882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:10.096922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:10.096956] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:10.100181] [DEBUG] [FORECASTER] HUN: Forecast T+1@11:T+2@11: UP (p=85.94%) [2025-10-09T00:06:10.100471] [INFO ] [FORECASTER] Completed predict_future for HUN [2025-10-09T00:06:10.100609] [INFO ] [sig ] HUN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:10.264843] [INFO ] [LOCAL ] Saved forecast: HUN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HUN.txt [2025-10-09T00:06:10.265172] [WARN ] [sig ] [1005/2211] Failed HUN after 0.3s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:10.265259] [INFO ] [sig ] [1006/2211] Forecasting HUYA... [2025-10-09T00:06:10.265329] [INFO ] [sig ] Generating forecast for: HUYA [2025-10-09T00:06:10.265399] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUYA' from 'https://tdm.silogroup.org/data/derivative_storage/HUYA.csv'. [2025-10-09T00:06:10.275550] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HUYA'. [2025-10-09T00:06:10.275900] [INFO ] [FORECASTER] Starting predict_future for HUYA [2025-10-09T00:06:10.301793] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:10.302524] [DEBUG] [LOCAL ] No optimal features file found for HUYA: ./output/feature-sets/HUYA.txt [2025-10-09T00:06:10.302601] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:10.302693] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:10.302766] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:10.302863] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:10.320346] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:10.321187] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:10.321308] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:10.321380] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:10.357598] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:10.357748] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:10.357805] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:10.357841] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:10.361363] [DEBUG] [FORECASTER] HUYA: Forecast T+1@11:T+2@11: UP (p=64.17%) [2025-10-09T00:06:10.361735] [INFO ] [FORECASTER] Completed predict_future for HUYA [2025-10-09T00:06:10.361901] [INFO ] [sig ] HUYA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:10.503385] [INFO ] [LOCAL ] Saved forecast: HUYA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HUYA.txt [2025-10-09T00:06:10.503687] [WARN ] [sig ] [1006/2211] Failed HUYA after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:10.503774] [INFO ] [sig ] [1007/2211] Forecasting HVT... [2025-10-09T00:06:10.503844] [INFO ] [sig ] Generating forecast for: HVT [2025-10-09T00:06:10.503913] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HVT' from 'https://tdm.silogroup.org/data/derivative_storage/HVT.csv'. [2025-10-09T00:06:10.514606] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HVT'. [2025-10-09T00:06:10.514933] [INFO ] [FORECASTER] Starting predict_future for HVT [2025-10-09T00:06:10.540508] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:10.541290] [DEBUG] [LOCAL ] No optimal features file found for HVT: ./output/feature-sets/HVT.txt [2025-10-09T00:06:10.541367] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:10.541438] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:10.541505] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:10.541602] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:10.558853] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:10.559464] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:10.559566] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:10.559635] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:10.594474] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:10.594700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:10.594769] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:10.594806] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:10.598458] [DEBUG] [FORECASTER] HVT: Forecast T+1@11:T+2@11: DOWN (p=25.32%) [2025-10-09T00:06:10.598805] [INFO ] [FORECASTER] Completed predict_future for HVT [2025-10-09T00:06:10.598960] [INFO ] [sig ] HVT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:10.739231] [INFO ] [LOCAL ] Saved forecast: HVT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HVT.txt [2025-10-09T00:06:10.739500] [WARN ] [sig ] [1007/2211] Failed HVT after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:10.739578] [INFO ] [sig ] [1008/2211] Forecasting HWM... [2025-10-09T00:06:10.739671] [INFO ] [sig ] Generating forecast for: HWM [2025-10-09T00:06:10.739744] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HWM' from 'https://tdm.silogroup.org/data/derivative_storage/HWM.csv'. [2025-10-09T00:06:10.749979] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HWM'. [2025-10-09T00:06:10.750277] [INFO ] [FORECASTER] Starting predict_future for HWM [2025-10-09T00:06:10.779565] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:10.780508] [DEBUG] [LOCAL ] No optimal features file found for HWM: ./output/feature-sets/HWM.txt [2025-10-09T00:06:10.780588] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:10.780685] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:10.780755] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:10.780853] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:10.798446] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:10.799430] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:10.799552] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:10.799623] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:10.832848] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:10.833051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:10.833100] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:10.833186] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:10.836931] [DEBUG] [FORECASTER] HWM: Forecast T+1@11:T+2@11: UP (p=63.83%) [2025-10-09T00:06:10.837259] [INFO ] [FORECASTER] Completed predict_future for HWM [2025-10-09T00:06:10.837409] [INFO ] [sig ] HWM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:10.982536] [INFO ] [LOCAL ] Saved forecast: HWM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HWM.txt [2025-10-09T00:06:10.982889] [WARN ] [sig ] [1008/2211] Failed HWM after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:10.982970] [INFO ] [sig ] [1009/2211] Forecasting HXL... [2025-10-09T00:06:10.983040] [INFO ] [sig ] Generating forecast for: HXL [2025-10-09T00:06:10.983109] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HXL' from 'https://tdm.silogroup.org/data/derivative_storage/HXL.csv'. [2025-10-09T00:06:10.993491] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HXL'. [2025-10-09T00:06:10.993991] [INFO ] [FORECASTER] Starting predict_future for HXL [2025-10-09T00:06:11.021288] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:11.022229] [DEBUG] [LOCAL ] No optimal features file found for HXL: ./output/feature-sets/HXL.txt [2025-10-09T00:06:11.022319] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:11.022392] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:11.022478] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:11.022594] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:11.040228] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:11.041244] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:11.041369] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:11.041452] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:11.083818] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:11.084042] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:11.084094] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:11.084128] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:11.087956] [DEBUG] [FORECASTER] HXL: Forecast T+1@11:T+2@11: DOWN (p=28.66%) [2025-10-09T00:06:11.088304] [INFO ] [FORECASTER] Completed predict_future for HXL [2025-10-09T00:06:11.088460] [INFO ] [sig ] HXL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:11.229314] [INFO ] [LOCAL ] Saved forecast: HXL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HXL.txt [2025-10-09T00:06:11.229590] [WARN ] [sig ] [1009/2211] Failed HXL after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T00:06:11.229712] [INFO ] [sig ] [1010/2211] Forecasting HY... [2025-10-09T00:06:11.229800] [INFO ] [sig ] Generating forecast for: HY [2025-10-09T00:06:11.229873] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HY' from 'https://tdm.silogroup.org/data/derivative_storage/HY.csv'. [2025-10-09T00:06:11.239813] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HY'. [2025-10-09T00:06:11.240162] [INFO ] [FORECASTER] Starting predict_future for HY [2025-10-09T00:06:11.270851] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:11.272327] [DEBUG] [LOCAL ] No optimal features file found for HY: ./output/feature-sets/HY.txt [2025-10-09T00:06:11.272404] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:11.272476] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:11.272578] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:11.272714] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:11.290296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:11.290968] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:11.291081] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:11.291167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:11.325199] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:11.325310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:11.325352] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:11.325385] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:11.328696] [DEBUG] [FORECASTER] HY: Forecast T+1@11:T+2@11: UP (p=81.51%) [2025-10-09T00:06:11.328978] [INFO ] [FORECASTER] Completed predict_future for HY [2025-10-09T00:06:11.329110] [INFO ] [sig ] HY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:11.470537] [INFO ] [LOCAL ] Saved forecast: HY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HY.txt [2025-10-09T00:06:11.470924] [WARN ] [sig ] [1010/2211] Failed HY after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.5m [2025-10-09T00:06:11.471006] [INFO ] [sig ] [1011/2211] Forecasting HYI... [2025-10-09T00:06:11.471160] [INFO ] [sig ] Generating forecast for: HYI [2025-10-09T00:06:11.471230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HYI' from 'https://tdm.silogroup.org/data/derivative_storage/HYI.csv'. [2025-10-09T00:06:11.486189] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HYI'. [2025-10-09T00:06:11.486700] [INFO ] [FORECASTER] Starting predict_future for HYI [2025-10-09T00:06:11.512085] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:11.512845] [DEBUG] [LOCAL ] No optimal features file found for HYI: ./output/feature-sets/HYI.txt [2025-10-09T00:06:11.512921] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:11.512993] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:11.513061] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:11.513157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:11.531144] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:11.531797] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:11.531899] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:11.531968] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:11.565207] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:11.565311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:11.565352] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:11.565385] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:11.568543] [DEBUG] [FORECASTER] HYI: Forecast T+1@11:T+2@11: UP (p=97.10%) [2025-10-09T00:06:11.568855] [INFO ] [FORECASTER] Completed predict_future for HYI [2025-10-09T00:06:11.569012] [INFO ] [sig ] HYI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:11.710335] [INFO ] [LOCAL ] Saved forecast: HYI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HYI.txt [2025-10-09T00:06:11.710609] [WARN ] [sig ] [1011/2211] Failed HYI after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.5m [2025-10-09T00:06:11.710708] [INFO ] [sig ] [1012/2211] Forecasting HYT... [2025-10-09T00:06:11.710778] [INFO ] [sig ] Generating forecast for: HYT [2025-10-09T00:06:11.710849] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HYT' from 'https://tdm.silogroup.org/data/derivative_storage/HYT.csv'. [2025-10-09T00:06:11.715508] [WARN ] [REMOTE ] Historical data not found for symbol 'HYT' (404). [2025-10-09T00:06:11.715713] [FATAL] [sig ] HYT: No historical data fetched. [2025-10-09T00:06:11.715802] [WARN ] [sig ] [1012/2211] Failed HYT after 0.0s | 4.40 sym/s | Total: 3.8m | ETA: 4.5m [2025-10-09T00:06:11.715881] [INFO ] [sig ] [1013/2211] Forecasting HYTR... [2025-10-09T00:06:11.715949] [INFO ] [sig ] Generating forecast for: HYTR [2025-10-09T00:06:11.716017] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HYTR' from 'https://tdm.silogroup.org/data/derivative_storage/HYTR.csv'. [2025-10-09T00:06:11.724426] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'HYTR'. [2025-10-09T00:06:11.724716] [INFO ] [FORECASTER] Starting predict_future for HYTR [2025-10-09T00:06:11.750239] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:11.751028] [DEBUG] [LOCAL ] No optimal features file found for HYTR: ./output/feature-sets/HYTR.txt [2025-10-09T00:06:11.751106] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:11.751176] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:11.751244] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:11.751341] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:11.768829] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:11.769432] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:11.769533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:11.769602] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:11.804049] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:11.804141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:11.804180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:11.804213] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:11.807517] [DEBUG] [FORECASTER] HYTR: Forecast T+1@11:T+2@11: DOWN (p=2.99%) [2025-10-09T00:06:11.807826] [INFO ] [FORECASTER] Completed predict_future for HYTR [2025-10-09T00:06:11.807973] [INFO ] [sig ] HYTR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:11.948776] [INFO ] [LOCAL ] Saved forecast: HYTR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/HYTR.txt [2025-10-09T00:06:11.949037] [WARN ] [sig ] [1013/2211] Failed HYTR after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.5m [2025-10-09T00:06:11.949131] [INFO ] [sig ] [1014/2211] Forecasting HZO... [2025-10-09T00:06:11.949202] [INFO ] [sig ] Generating forecast for: HZO [2025-10-09T00:06:11.949286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HZO' from 'https://tdm.silogroup.org/data/derivative_storage/HZO.csv'. [2025-10-09T00:06:11.959347] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'HZO'. [2025-10-09T00:06:11.959689] [INFO ] [FORECASTER] Starting predict_future for HZO [2025-10-09T00:06:11.985201] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:11.985978] [DEBUG] [LOCAL ] No optimal features file found for HZO: ./output/feature-sets/HZO.txt [2025-10-09T00:06:11.986055] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:11.986125] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:11.986194] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:11.986292] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:12.003635] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:12.004222] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:12.004323] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:12.004392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:12.037595] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:12.037712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:12.037769] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:12.037824] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:12.040912] [DEBUG] [FORECASTER] HZO: Forecast T+1@11:T+2@11: UP (p=99.50%) [2025-10-09T00:06:12.041180] [INFO ] [FORECASTER] Completed predict_future for HZO [2025-10-09T00:06:12.041341] [INFO ] [sig ] HZO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:12.181726] [INFO ] [LOCAL ] Saved forecast: HZO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/HZO.txt [2025-10-09T00:06:12.182038] [WARN ] [sig ] [1014/2211] Failed HZO after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.5m [2025-10-09T00:06:12.182117] [INFO ] [sig ] [1015/2211] Forecasting IAE... [2025-10-09T00:06:12.182187] [INFO ] [sig ] Generating forecast for: IAE [2025-10-09T00:06:12.182261] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IAE' from 'https://tdm.silogroup.org/data/derivative_storage/IAE.csv'. [2025-10-09T00:06:12.192518] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IAE'. [2025-10-09T00:06:12.193014] [INFO ] [FORECASTER] Starting predict_future for IAE [2025-10-09T00:06:12.218332] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:12.219138] [DEBUG] [LOCAL ] No optimal features file found for IAE: ./output/feature-sets/IAE.txt [2025-10-09T00:06:12.219216] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:12.219328] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:12.219411] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:12.219524] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:12.237415] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:12.238073] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:12.238177] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:12.238261] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:12.270867] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:12.270989] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:12.271031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:12.271064] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:12.274347] [DEBUG] [FORECASTER] IAE: Forecast T+1@11:T+2@11: UP (p=85.00%) [2025-10-09T00:06:12.274628] [INFO ] [FORECASTER] Completed predict_future for IAE [2025-10-09T00:06:12.274902] [INFO ] [sig ] IAE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:12.416767] [INFO ] [LOCAL ] Saved forecast: IAE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IAE.txt [2025-10-09T00:06:12.417027] [WARN ] [sig ] [1015/2211] Failed IAE after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.5m [2025-10-09T00:06:12.417104] [INFO ] [sig ] [1016/2211] Forecasting IAG... [2025-10-09T00:06:12.417236] [INFO ] [sig ] Generating forecast for: IAG [2025-10-09T00:06:12.417308] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IAG' from 'https://tdm.silogroup.org/data/derivative_storage/IAG.csv'. [2025-10-09T00:06:12.428413] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IAG'. [2025-10-09T00:06:12.428876] [INFO ] [FORECASTER] Starting predict_future for IAG [2025-10-09T00:06:12.454970] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:12.455812] [DEBUG] [LOCAL ] No optimal features file found for IAG: ./output/feature-sets/IAG.txt [2025-10-09T00:06:12.455892] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:12.455963] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:12.456031] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:12.456130] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:12.473541] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:12.474168] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:12.474273] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:12.474342] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:12.507431] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:12.507631] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:12.507725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:12.507774] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:12.511469] [DEBUG] [FORECASTER] IAG: Forecast T+1@11:T+2@11: UP (p=53.77%) [2025-10-09T00:06:12.511817] [INFO ] [FORECASTER] Completed predict_future for IAG [2025-10-09T00:06:12.511971] [INFO ] [sig ] IAG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:12.652821] [INFO ] [LOCAL ] Saved forecast: IAG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IAG.txt [2025-10-09T00:06:12.653161] [WARN ] [sig ] [1016/2211] Failed IAG after 0.2s | 4.40 sym/s | Total: 3.8m | ETA: 4.5m [2025-10-09T00:06:12.653241] [INFO ] [sig ] [1017/2211] Forecasting IBM... [2025-10-09T00:06:12.653309] [INFO ] [sig ] Generating forecast for: IBM [2025-10-09T00:06:12.653358] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBM' from 'https://tdm.silogroup.org/data/derivative_storage/IBM.csv'. [2025-10-09T00:06:12.663999] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IBM'. [2025-10-09T00:06:12.664450] [INFO ] [FORECASTER] Starting predict_future for IBM [2025-10-09T00:06:12.690511] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:12.691443] [DEBUG] [LOCAL ] No optimal features file found for IBM: ./output/feature-sets/IBM.txt [2025-10-09T00:06:12.691522] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:12.691593] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:12.691691] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:12.691790] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:12.709114] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:12.709821] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:12.709924] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:12.709994] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:12.743178] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:12.743310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:12.743353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:12.743386] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:12.746735] [DEBUG] [FORECASTER] IBM: Forecast T+1@11:T+2@11: UP (p=61.13%) [2025-10-09T00:06:12.747026] [INFO ] [FORECASTER] Completed predict_future for IBM [2025-10-09T00:06:12.747162] [INFO ] [sig ] IBM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:12.889010] [INFO ] [LOCAL ] Saved forecast: IBM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IBM.txt [2025-10-09T00:06:12.889403] [WARN ] [sig ] [1017/2211] Failed IBM after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:12.889491] [INFO ] [sig ] [1018/2211] Forecasting IBN... [2025-10-09T00:06:12.889563] [INFO ] [sig ] Generating forecast for: IBN [2025-10-09T00:06:12.889637] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBN' from 'https://tdm.silogroup.org/data/derivative_storage/IBN.csv'. [2025-10-09T00:06:12.900604] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IBN'. [2025-10-09T00:06:12.901012] [INFO ] [FORECASTER] Starting predict_future for IBN [2025-10-09T00:06:12.926237] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:12.927007] [DEBUG] [LOCAL ] No optimal features file found for IBN: ./output/feature-sets/IBN.txt [2025-10-09T00:06:12.927084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:12.927155] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:12.927225] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:12.927323] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:12.944869] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:12.945436] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:12.945539] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:12.945609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:12.982849] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:12.982959] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:12.982999] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:12.983033] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:12.986196] [DEBUG] [FORECASTER] IBN: Forecast T+1@11:T+2@11: DOWN (p=8.08%) [2025-10-09T00:06:12.986478] [INFO ] [FORECASTER] Completed predict_future for IBN [2025-10-09T00:06:12.986619] [INFO ] [sig ] IBN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:13.127125] [INFO ] [LOCAL ] Saved forecast: IBN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IBN.txt [2025-10-09T00:06:13.127400] [WARN ] [sig ] [1018/2211] Failed IBN after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:13.127478] [INFO ] [sig ] [1019/2211] Forecasting IBP... [2025-10-09T00:06:13.127547] [INFO ] [sig ] Generating forecast for: IBP [2025-10-09T00:06:13.127617] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBP' from 'https://tdm.silogroup.org/data/derivative_storage/IBP.csv'. [2025-10-09T00:06:13.137850] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IBP'. [2025-10-09T00:06:13.138167] [INFO ] [FORECASTER] Starting predict_future for IBP [2025-10-09T00:06:13.163399] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:13.164188] [DEBUG] [LOCAL ] No optimal features file found for IBP: ./output/feature-sets/IBP.txt [2025-10-09T00:06:13.164265] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:13.164337] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:13.164419] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:13.164594] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:13.182503] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:13.183127] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:13.183233] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:13.183315] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:13.220308] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:13.220411] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:13.220451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:13.220486] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:13.223724] [DEBUG] [FORECASTER] IBP: Forecast T+1@11:T+2@11: DOWN (p=31.08%) [2025-10-09T00:06:13.224034] [INFO ] [FORECASTER] Completed predict_future for IBP [2025-10-09T00:06:13.224176] [INFO ] [sig ] IBP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:13.368705] [INFO ] [LOCAL ] Saved forecast: IBP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IBP.txt [2025-10-09T00:06:13.368993] [WARN ] [sig ] [1019/2211] Failed IBP after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:13.369098] [INFO ] [sig ] [1020/2211] Forecasting IBTA... [2025-10-09T00:06:13.369260] [INFO ] [sig ] Generating forecast for: IBTA [2025-10-09T00:06:13.369335] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBTA' from 'https://tdm.silogroup.org/data/derivative_storage/IBTA.csv'. [2025-10-09T00:06:13.383363] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IBTA'. [2025-10-09T00:06:13.383854] [INFO ] [FORECASTER] Starting predict_future for IBTA [2025-10-09T00:06:13.419592] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:13.420826] [DEBUG] [LOCAL ] No optimal features file found for IBTA: ./output/feature-sets/IBTA.txt [2025-10-09T00:06:13.420924] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:13.421030] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:13.421132] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:13.421289] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:13.452889] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:13.453802] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:13.453929] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:13.454030] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:13.500813] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:13.500969] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:13.501048] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:13.501113] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:13.506339] [DEBUG] [FORECASTER] IBTA: Forecast T+1@11:T+2@11: UP (p=67.27%) [2025-10-09T00:06:13.506792] [INFO ] [FORECASTER] Completed predict_future for IBTA [2025-10-09T00:06:13.506995] [INFO ] [sig ] IBTA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:13.686221] [INFO ] [LOCAL ] Saved forecast: IBTA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IBTA.txt [2025-10-09T00:06:13.686550] [WARN ] [sig ] [1020/2211] Failed IBTA after 0.3s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:13.686630] [INFO ] [sig ] [1021/2211] Forecasting ICE... [2025-10-09T00:06:13.686730] [INFO ] [sig ] Generating forecast for: ICE [2025-10-09T00:06:13.686802] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ICE' from 'https://tdm.silogroup.org/data/derivative_storage/ICE.csv'. [2025-10-09T00:06:13.698150] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ICE'. [2025-10-09T00:06:13.698626] [INFO ] [FORECASTER] Starting predict_future for ICE [2025-10-09T00:06:13.726988] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:13.727913] [DEBUG] [LOCAL ] No optimal features file found for ICE: ./output/feature-sets/ICE.txt [2025-10-09T00:06:13.727993] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:13.728072] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:13.728144] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:13.728317] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:13.745984] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:13.746959] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:13.747068] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:13.747117] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:13.785575] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:13.785816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:13.785877] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:13.785931] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:13.789681] [DEBUG] [FORECASTER] ICE: Forecast T+1@11:T+2@11: UP (p=82.78%) [2025-10-09T00:06:13.790030] [INFO ] [FORECASTER] Completed predict_future for ICE [2025-10-09T00:06:13.790179] [INFO ] [sig ] ICE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:13.932375] [INFO ] [LOCAL ] Saved forecast: ICE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ICE.txt [2025-10-09T00:06:13.932740] [WARN ] [sig ] [1021/2211] Failed ICE after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:13.932824] [INFO ] [sig ] [1022/2211] Forecasting ICL... [2025-10-09T00:06:13.932895] [INFO ] [sig ] Generating forecast for: ICL [2025-10-09T00:06:13.933035] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ICL' from 'https://tdm.silogroup.org/data/derivative_storage/ICL.csv'. [2025-10-09T00:06:13.943771] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ICL'. [2025-10-09T00:06:13.944231] [INFO ] [FORECASTER] Starting predict_future for ICL [2025-10-09T00:06:13.970241] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:13.971109] [DEBUG] [LOCAL ] No optimal features file found for ICL: ./output/feature-sets/ICL.txt [2025-10-09T00:06:13.971187] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:13.971258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:13.971326] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:13.971424] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:13.988688] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:13.989462] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:13.989573] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:13.989669] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:14.028908] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:14.029058] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:14.029102] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:14.029135] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:14.032504] [DEBUG] [FORECASTER] ICL: Forecast T+1@11:T+2@11: UP (p=81.67%) [2025-10-09T00:06:14.032833] [INFO ] [FORECASTER] Completed predict_future for ICL [2025-10-09T00:06:14.032998] [INFO ] [sig ] ICL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:14.174121] [INFO ] [LOCAL ] Saved forecast: ICL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ICL.txt [2025-10-09T00:06:14.174382] [WARN ] [sig ] [1022/2211] Failed ICL after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:14.174461] [INFO ] [sig ] [1023/2211] Forecasting IDA... [2025-10-09T00:06:14.174532] [INFO ] [sig ] Generating forecast for: IDA [2025-10-09T00:06:14.174603] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IDA' from 'https://tdm.silogroup.org/data/derivative_storage/IDA.csv'. [2025-10-09T00:06:14.187039] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IDA'. [2025-10-09T00:06:14.187456] [INFO ] [FORECASTER] Starting predict_future for IDA [2025-10-09T00:06:14.213713] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:14.214494] [DEBUG] [LOCAL ] No optimal features file found for IDA: ./output/feature-sets/IDA.txt [2025-10-09T00:06:14.214576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:14.214683] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:14.214767] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:14.214892] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:14.233180] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:14.233869] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:14.233978] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:14.234060] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:14.269198] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:14.269353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:14.269403] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:14.269438] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:14.272834] [DEBUG] [FORECASTER] IDA: Forecast T+1@11:T+2@11: UP (p=95.57%) [2025-10-09T00:06:14.273123] [INFO ] [FORECASTER] Completed predict_future for IDA [2025-10-09T00:06:14.273280] [INFO ] [sig ] IDA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:14.420133] [INFO ] [LOCAL ] Saved forecast: IDA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IDA.txt [2025-10-09T00:06:14.420467] [WARN ] [sig ] [1023/2211] Failed IDA after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:14.420567] [INFO ] [sig ] [1024/2211] Forecasting IDE... [2025-10-09T00:06:14.420671] [INFO ] [sig ] Generating forecast for: IDE [2025-10-09T00:06:14.420754] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IDE' from 'https://tdm.silogroup.org/data/derivative_storage/IDE.csv'. [2025-10-09T00:06:14.431411] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IDE'. [2025-10-09T00:06:14.431850] [INFO ] [FORECASTER] Starting predict_future for IDE [2025-10-09T00:06:14.458181] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:14.459036] [DEBUG] [LOCAL ] No optimal features file found for IDE: ./output/feature-sets/IDE.txt [2025-10-09T00:06:14.459117] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:14.459192] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:14.459287] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:14.459392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:14.477432] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:14.478059] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:14.478164] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:14.478236] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:14.517842] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:14.518025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:14.518105] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:14.518177] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:14.522187] [DEBUG] [FORECASTER] IDE: Forecast T+1@11:T+2@11: UP (p=99.27%) [2025-10-09T00:06:14.522484] [INFO ] [FORECASTER] Completed predict_future for IDE [2025-10-09T00:06:14.522634] [INFO ] [sig ] IDE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:14.670232] [INFO ] [LOCAL ] Saved forecast: IDE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IDE.txt [2025-10-09T00:06:14.670610] [WARN ] [sig ] [1024/2211] Failed IDE after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:14.670714] [INFO ] [sig ] [1025/2211] Forecasting IDT... [2025-10-09T00:06:14.670783] [INFO ] [sig ] Generating forecast for: IDT [2025-10-09T00:06:14.670854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IDT' from 'https://tdm.silogroup.org/data/derivative_storage/IDT.csv'. [2025-10-09T00:06:14.682716] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IDT'. [2025-10-09T00:06:14.683063] [INFO ] [FORECASTER] Starting predict_future for IDT [2025-10-09T00:06:14.709555] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:14.710425] [DEBUG] [LOCAL ] No optimal features file found for IDT: ./output/feature-sets/IDT.txt [2025-10-09T00:06:14.710506] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:14.710579] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:14.710682] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:14.710785] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:14.728671] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:14.729387] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:14.729508] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:14.729582] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:14.769352] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:14.769492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:14.769537] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:14.769572] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:14.772974] [DEBUG] [FORECASTER] IDT: Forecast T+1@11:T+2@11: UP (p=50.44%) [2025-10-09T00:06:14.773265] [INFO ] [FORECASTER] Completed predict_future for IDT [2025-10-09T00:06:14.773453] [INFO ] [sig ] IDT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:14.916291] [INFO ] [LOCAL ] Saved forecast: IDT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IDT.txt [2025-10-09T00:06:14.916583] [WARN ] [sig ] [1025/2211] Failed IDT after 0.2s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:14.916696] [INFO ] [sig ] [1026/2211] Forecasting IEX... [2025-10-09T00:06:14.916768] [INFO ] [sig ] Generating forecast for: IEX [2025-10-09T00:06:14.916840] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IEX' from 'https://tdm.silogroup.org/data/derivative_storage/IEX.csv'. [2025-10-09T00:06:14.930417] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IEX'. [2025-10-09T00:06:14.931095] [INFO ] [FORECASTER] Starting predict_future for IEX [2025-10-09T00:06:14.959433] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:14.960530] [DEBUG] [LOCAL ] No optimal features file found for IEX: ./output/feature-sets/IEX.txt [2025-10-09T00:06:14.960614] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:14.960716] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:14.960801] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:14.960905] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:14.979941] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:14.980815] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:14.980937] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:14.981024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:15.026929] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:15.027177] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:15.027229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:15.027267] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:15.031410] [DEBUG] [FORECASTER] IEX: Forecast T+1@11:T+2@11: UP (p=51.11%) [2025-10-09T00:06:15.031782] [INFO ] [FORECASTER] Completed predict_future for IEX [2025-10-09T00:06:15.031952] [INFO ] [sig ] IEX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:15.183844] [INFO ] [LOCAL ] Saved forecast: IEX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IEX.txt [2025-10-09T00:06:15.184265] [WARN ] [sig ] [1026/2211] Failed IEX after 0.3s | 4.40 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:15.184378] [INFO ] [sig ] [1027/2211] Forecasting IFF... [2025-10-09T00:06:15.184464] [INFO ] [sig ] Generating forecast for: IFF [2025-10-09T00:06:15.184564] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IFF' from 'https://tdm.silogroup.org/data/derivative_storage/IFF.csv'. [2025-10-09T00:06:15.197193] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IFF'. [2025-10-09T00:06:15.197873] [INFO ] [FORECASTER] Starting predict_future for IFF [2025-10-09T00:06:15.227403] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:15.228521] [DEBUG] [LOCAL ] No optimal features file found for IFF: ./output/feature-sets/IFF.txt [2025-10-09T00:06:15.228604] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:15.228725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:15.228800] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:15.228917] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:15.249085] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:15.249831] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:15.249987] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:15.250065] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:15.301398] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:15.301595] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:15.301666] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:15.301736] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:15.305508] [DEBUG] [FORECASTER] IFF: Forecast T+1@11:T+2@11: DOWN (p=24.23%) [2025-10-09T00:06:15.305897] [INFO ] [FORECASTER] Completed predict_future for IFF [2025-10-09T00:06:15.306081] [INFO ] [sig ] IFF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:15.590316] [INFO ] [LOCAL ] Saved forecast: IFF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IFF.txt [2025-10-09T00:06:15.590761] [WARN ] [sig ] [1027/2211] Failed IFF after 0.4s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:15.590848] [INFO ] [sig ] [1028/2211] Forecasting IFN... [2025-10-09T00:06:15.590922] [INFO ] [sig ] Generating forecast for: IFN [2025-10-09T00:06:15.590998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IFN' from 'https://tdm.silogroup.org/data/derivative_storage/IFN.csv'. [2025-10-09T00:06:15.603141] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IFN'. [2025-10-09T00:06:15.603626] [INFO ] [FORECASTER] Starting predict_future for IFN [2025-10-09T00:06:15.629448] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:15.630240] [DEBUG] [LOCAL ] No optimal features file found for IFN: ./output/feature-sets/IFN.txt [2025-10-09T00:06:15.630319] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:15.630393] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:15.630463] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:15.630565] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:15.648106] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:15.648735] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:15.648844] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:15.648918] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:15.688520] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:15.688721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:15.688790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:15.688827] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:15.698957] [DEBUG] [FORECASTER] IFN: Forecast T+1@11:T+2@11: UP (p=82.26%) [2025-10-09T00:06:15.699731] [INFO ] [FORECASTER] Completed predict_future for IFN [2025-10-09T00:06:15.700027] [INFO ] [sig ] IFN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:15.843941] [INFO ] [LOCAL ] Saved forecast: IFN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IFN.txt [2025-10-09T00:06:15.844296] [WARN ] [sig ] [1028/2211] Failed IFN after 0.3s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:15.844394] [INFO ] [sig ] [1029/2211] Forecasting IFS... [2025-10-09T00:06:15.844483] [INFO ] [sig ] Generating forecast for: IFS [2025-10-09T00:06:15.844560] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IFS' from 'https://tdm.silogroup.org/data/derivative_storage/IFS.csv'. [2025-10-09T00:06:15.862596] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IFS'. [2025-10-09T00:06:15.863537] [INFO ] [FORECASTER] Starting predict_future for IFS [2025-10-09T00:06:15.903992] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:15.905169] [DEBUG] [LOCAL ] No optimal features file found for IFS: ./output/feature-sets/IFS.txt [2025-10-09T00:06:15.905268] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:15.905348] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:15.905420] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:15.905525] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:15.924100] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:15.925527] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:15.925716] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:15.925792] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:15.973779] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:15.974104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:15.974168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:15.974208] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:15.980769] [DEBUG] [FORECASTER] IFS: Forecast T+1@11:T+2@11: DOWN (p=3.44%) [2025-10-09T00:06:15.981584] [INFO ] [FORECASTER] Completed predict_future for IFS [2025-10-09T00:06:15.981931] [INFO ] [sig ] IFS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:16.166232] [INFO ] [LOCAL ] Saved forecast: IFS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IFS.txt [2025-10-09T00:06:16.166594] [WARN ] [sig ] [1029/2211] Failed IFS after 0.3s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:16.166707] [INFO ] [sig ] [1030/2211] Forecasting IGA... [2025-10-09T00:06:16.166783] [INFO ] [sig ] Generating forecast for: IGA [2025-10-09T00:06:16.166859] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGA' from 'https://tdm.silogroup.org/data/derivative_storage/IGA.csv'. [2025-10-09T00:06:16.178665] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IGA'. [2025-10-09T00:06:16.179068] [INFO ] [FORECASTER] Starting predict_future for IGA [2025-10-09T00:06:16.207047] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:16.208024] [DEBUG] [LOCAL ] No optimal features file found for IGA: ./output/feature-sets/IGA.txt [2025-10-09T00:06:16.208109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:16.208191] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:16.208264] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:16.208366] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:16.226793] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:16.227709] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:16.227865] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:16.227940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:16.273837] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:16.274113] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:16.274167] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:16.274203] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:16.278569] [DEBUG] [FORECASTER] IGA: Forecast T+1@11:T+2@11: DOWN (p=32.69%) [2025-10-09T00:06:16.278956] [INFO ] [FORECASTER] Completed predict_future for IGA [2025-10-09T00:06:16.279154] [INFO ] [sig ] IGA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:16.428940] [INFO ] [LOCAL ] Saved forecast: IGA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IGA.txt [2025-10-09T00:06:16.429386] [WARN ] [sig ] [1030/2211] Failed IGA after 0.3s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:16.429489] [INFO ] [sig ] [1031/2211] Forecasting IGD... [2025-10-09T00:06:16.429566] [INFO ] [sig ] Generating forecast for: IGD [2025-10-09T00:06:16.429665] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGD' from 'https://tdm.silogroup.org/data/derivative_storage/IGD.csv'. [2025-10-09T00:06:16.444549] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IGD'. [2025-10-09T00:06:16.445260] [INFO ] [FORECASTER] Starting predict_future for IGD [2025-10-09T00:06:16.475092] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:16.476177] [DEBUG] [LOCAL ] No optimal features file found for IGD: ./output/feature-sets/IGD.txt [2025-10-09T00:06:16.476262] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:16.476351] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:16.476439] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:16.476561] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:16.495711] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:16.496846] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:16.496965] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:16.497052] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:16.525061] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:16.525160] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:16.525203] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:16.525238] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:16.528585] [DEBUG] [FORECASTER] IGD: Forecast T+1@11:T+2@11: DOWN (p=8.39%) [2025-10-09T00:06:16.528943] [INFO ] [FORECASTER] Completed predict_future for IGD [2025-10-09T00:06:16.529097] [INFO ] [sig ] IGD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:16.673614] [INFO ] [LOCAL ] Saved forecast: IGD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IGD.txt [2025-10-09T00:06:16.673910] [WARN ] [sig ] [1031/2211] Failed IGD after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:16.674013] [INFO ] [sig ] [1032/2211] Forecasting IGI... [2025-10-09T00:06:16.674097] [INFO ] [sig ] Generating forecast for: IGI [2025-10-09T00:06:16.674183] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGI' from 'https://tdm.silogroup.org/data/derivative_storage/IGI.csv'. [2025-10-09T00:06:16.684331] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IGI'. [2025-10-09T00:06:16.684806] [INFO ] [FORECASTER] Starting predict_future for IGI [2025-10-09T00:06:16.711040] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:16.711892] [DEBUG] [LOCAL ] No optimal features file found for IGI: ./output/feature-sets/IGI.txt [2025-10-09T00:06:16.711988] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:16.712063] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:16.712129] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:16.712229] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:16.730313] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:16.730961] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:16.731067] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:16.731139] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:16.764669] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:16.764779] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:16.764822] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:16.764857] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:16.768467] [DEBUG] [FORECASTER] IGI: Forecast T+1@11:T+2@11: DOWN (p=5.12%) [2025-10-09T00:06:16.768921] [INFO ] [FORECASTER] Completed predict_future for IGI [2025-10-09T00:06:16.769073] [INFO ] [sig ] IGI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:16.910198] [INFO ] [LOCAL ] Saved forecast: IGI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IGI.txt [2025-10-09T00:06:16.910487] [WARN ] [sig ] [1032/2211] Failed IGI after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:16.910564] [INFO ] [sig ] [1033/2211] Forecasting IGR... [2025-10-09T00:06:16.910633] [INFO ] [sig ] Generating forecast for: IGR [2025-10-09T00:06:16.910727] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGR' from 'https://tdm.silogroup.org/data/derivative_storage/IGR.csv'. [2025-10-09T00:06:16.921786] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IGR'. [2025-10-09T00:06:16.922156] [INFO ] [FORECASTER] Starting predict_future for IGR [2025-10-09T00:06:16.948343] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:16.949140] [DEBUG] [LOCAL ] No optimal features file found for IGR: ./output/feature-sets/IGR.txt [2025-10-09T00:06:16.949219] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:16.949311] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:16.949380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:16.949477] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:16.968121] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:16.968774] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:16.968887] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:16.968958] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:16.996680] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:16.996806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:16.996854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:16.996889] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:17.000164] [DEBUG] [FORECASTER] IGR: Forecast T+1@11:T+2@11: DOWN (p=41.92%) [2025-10-09T00:06:17.000487] [INFO ] [FORECASTER] Completed predict_future for IGR [2025-10-09T00:06:17.000636] [INFO ] [sig ] IGR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:17.147972] [INFO ] [LOCAL ] Saved forecast: IGR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IGR.txt [2025-10-09T00:06:17.148244] [WARN ] [sig ] [1033/2211] Failed IGR after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:17.148318] [INFO ] [sig ] [1034/2211] Forecasting IH... [2025-10-09T00:06:17.148395] [INFO ] [sig ] Generating forecast for: IH [2025-10-09T00:06:17.148466] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IH' from 'https://tdm.silogroup.org/data/derivative_storage/IH.csv'. [2025-10-09T00:06:17.158234] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IH'. [2025-10-09T00:06:17.158571] [INFO ] [FORECASTER] Starting predict_future for IH [2025-10-09T00:06:17.184551] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:17.185463] [DEBUG] [LOCAL ] No optimal features file found for IH: ./output/feature-sets/IH.txt [2025-10-09T00:06:17.185541] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:17.185615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:17.185710] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:17.185810] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:17.204073] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:17.204745] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:17.204863] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:17.204934] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:17.239163] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:17.239319] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:17.239374] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:17.239408] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:17.242691] [DEBUG] [FORECASTER] IH: Forecast T+1@11:T+2@11: DOWN (p=3.30%) [2025-10-09T00:06:17.242975] [INFO ] [FORECASTER] Completed predict_future for IH [2025-10-09T00:06:17.243114] [INFO ] [sig ] IH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:17.385589] [INFO ] [LOCAL ] Saved forecast: IH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IH.txt [2025-10-09T00:06:17.385889] [WARN ] [sig ] [1034/2211] Failed IH after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:17.385967] [INFO ] [sig ] [1035/2211] Forecasting IHD... [2025-10-09T00:06:17.386037] [INFO ] [sig ] Generating forecast for: IHD [2025-10-09T00:06:17.386108] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IHD' from 'https://tdm.silogroup.org/data/derivative_storage/IHD.csv'. [2025-10-09T00:06:17.396919] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IHD'. [2025-10-09T00:06:17.397244] [INFO ] [FORECASTER] Starting predict_future for IHD [2025-10-09T00:06:17.422967] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:17.423836] [DEBUG] [LOCAL ] No optimal features file found for IHD: ./output/feature-sets/IHD.txt [2025-10-09T00:06:17.423916] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:17.423989] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:17.424071] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:17.424173] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:17.442075] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:17.442724] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:17.442828] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:17.442913] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:17.468385] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:17.468497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:17.468537] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:17.468571] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:17.471862] [DEBUG] [FORECASTER] IHD: Forecast T+1@11:T+2@11: DOWN (p=0.75%) [2025-10-09T00:06:17.472167] [INFO ] [FORECASTER] Completed predict_future for IHD [2025-10-09T00:06:17.472299] [INFO ] [sig ] IHD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:17.613616] [INFO ] [LOCAL ] Saved forecast: IHD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IHD.txt [2025-10-09T00:06:17.613899] [WARN ] [sig ] [1035/2211] Failed IHD after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:17.613976] [INFO ] [sig ] [1036/2211] Forecasting IHG... [2025-10-09T00:06:17.614061] [INFO ] [sig ] Generating forecast for: IHG [2025-10-09T00:06:17.614143] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IHG' from 'https://tdm.silogroup.org/data/derivative_storage/IHG.csv'. [2025-10-09T00:06:17.624372] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IHG'. [2025-10-09T00:06:17.624759] [INFO ] [FORECASTER] Starting predict_future for IHG [2025-10-09T00:06:17.650443] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:17.651212] [DEBUG] [LOCAL ] No optimal features file found for IHG: ./output/feature-sets/IHG.txt [2025-10-09T00:06:17.651290] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:17.651394] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:17.651475] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:17.651595] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:17.669214] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:17.669891] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:17.669996] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:17.670076] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:17.695294] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:17.695433] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:17.695477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:17.695512] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:17.698930] [DEBUG] [FORECASTER] IHG: Forecast T+1@11:T+2@11: UP (p=74.70%) [2025-10-09T00:06:17.699230] [INFO ] [FORECASTER] Completed predict_future for IHG [2025-10-09T00:06:17.699406] [INFO ] [sig ] IHG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:17.847533] [INFO ] [LOCAL ] Saved forecast: IHG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IHG.txt [2025-10-09T00:06:17.847800] [WARN ] [sig ] [1036/2211] Failed IHG after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:17.847893] [INFO ] [sig ] [1037/2211] Forecasting IHS... [2025-10-09T00:06:17.847972] [INFO ] [sig ] Generating forecast for: IHS [2025-10-09T00:06:17.848054] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IHS' from 'https://tdm.silogroup.org/data/derivative_storage/IHS.csv'. [2025-10-09T00:06:17.859468] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IHS'. [2025-10-09T00:06:17.860040] [INFO ] [FORECASTER] Starting predict_future for IHS [2025-10-09T00:06:17.888835] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:17.889857] [DEBUG] [LOCAL ] No optimal features file found for IHS: ./output/feature-sets/IHS.txt [2025-10-09T00:06:17.889949] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:17.890037] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:17.890121] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:17.890232] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:17.909811] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:17.910866] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:17.911034] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:17.911112] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:17.946615] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:17.946822] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:17.946906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:17.946968] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:17.951764] [DEBUG] [FORECASTER] IHS: Forecast T+1@11:T+2@11: UP (p=99.20%) [2025-10-09T00:06:17.952217] [INFO ] [FORECASTER] Completed predict_future for IHS [2025-10-09T00:06:17.952386] [INFO ] [sig ] IHS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:18.100537] [INFO ] [LOCAL ] Saved forecast: IHS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IHS.txt [2025-10-09T00:06:18.100924] [WARN ] [sig ] [1037/2211] Failed IHS after 0.3s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:18.101007] [INFO ] [sig ] [1038/2211] Forecasting IIF... [2025-10-09T00:06:18.101088] [INFO ] [sig ] Generating forecast for: IIF [2025-10-09T00:06:18.101176] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIF' from 'https://tdm.silogroup.org/data/derivative_storage/IIF.csv'. [2025-10-09T00:06:18.111232] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IIF'. [2025-10-09T00:06:18.111567] [INFO ] [FORECASTER] Starting predict_future for IIF [2025-10-09T00:06:18.138171] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:18.139163] [DEBUG] [LOCAL ] No optimal features file found for IIF: ./output/feature-sets/IIF.txt [2025-10-09T00:06:18.139273] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:18.139362] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:18.139445] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:18.139570] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:18.157534] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:18.158310] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:18.158413] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:18.158498] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:18.189424] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:18.189568] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:18.189615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:18.189688] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:18.193669] [DEBUG] [FORECASTER] IIF: Forecast T+1@11:T+2@11: UP (p=71.72%) [2025-10-09T00:06:18.193997] [INFO ] [FORECASTER] Completed predict_future for IIF [2025-10-09T00:06:18.194141] [INFO ] [sig ] IIF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:18.341869] [INFO ] [LOCAL ] Saved forecast: IIF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IIF.txt [2025-10-09T00:06:18.342334] [WARN ] [sig ] [1038/2211] Failed IIF after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T00:06:18.342418] [INFO ] [sig ] [1039/2211] Forecasting IIIN... [2025-10-09T00:06:18.342499] [INFO ] [sig ] Generating forecast for: IIIN [2025-10-09T00:06:18.342584] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIIN' from 'https://tdm.silogroup.org/data/derivative_storage/IIIN.csv'. [2025-10-09T00:06:18.352368] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IIIN'. [2025-10-09T00:06:18.352755] [INFO ] [FORECASTER] Starting predict_future for IIIN [2025-10-09T00:06:18.378058] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:18.378863] [DEBUG] [LOCAL ] No optimal features file found for IIIN: ./output/feature-sets/IIIN.txt [2025-10-09T00:06:18.378956] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:18.379031] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:18.379100] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:18.379195] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:18.396482] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:18.397099] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:18.397200] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:18.397268] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:18.422861] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:18.422977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:18.423019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:18.423053] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:18.426236] [DEBUG] [FORECASTER] IIIN: Forecast T+1@11:T+2@11: UP (p=70.66%) [2025-10-09T00:06:18.426514] [INFO ] [FORECASTER] Completed predict_future for IIIN [2025-10-09T00:06:18.426662] [INFO ] [sig ] IIIN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:18.572598] [INFO ] [LOCAL ] Saved forecast: IIIN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IIIN.txt [2025-10-09T00:06:18.572942] [WARN ] [sig ] [1039/2211] Failed IIIN after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.4m [2025-10-09T00:06:18.573050] [INFO ] [sig ] [1040/2211] Forecasting IIM... [2025-10-09T00:06:18.573149] [INFO ] [sig ] Generating forecast for: IIM [2025-10-09T00:06:18.573244] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIM' from 'https://tdm.silogroup.org/data/derivative_storage/IIM.csv'. [2025-10-09T00:06:18.583788] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IIM'. [2025-10-09T00:06:18.584177] [INFO ] [FORECASTER] Starting predict_future for IIM [2025-10-09T00:06:18.610190] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:18.611134] [DEBUG] [LOCAL ] No optimal features file found for IIM: ./output/feature-sets/IIM.txt [2025-10-09T00:06:18.611232] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:18.611335] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:18.611435] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:18.611583] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:18.630114] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:18.630940] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:18.631067] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:18.631170] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:18.663236] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:18.663377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:18.663422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:18.663459] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:18.667003] [DEBUG] [FORECASTER] IIM: Forecast T+1@11:T+2@11: UP (p=97.03%) [2025-10-09T00:06:18.667300] [INFO ] [FORECASTER] Completed predict_future for IIM [2025-10-09T00:06:18.667437] [INFO ] [sig ] IIM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:18.817301] [INFO ] [LOCAL ] Saved forecast: IIM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IIM.txt [2025-10-09T00:06:18.817538] [WARN ] [sig ] [1040/2211] Failed IIM after 0.2s | 4.39 sym/s | Total: 3.9m | ETA: 4.4m [2025-10-09T00:06:18.817616] [INFO ] [sig ] [1041/2211] Forecasting IIPR... [2025-10-09T00:06:18.817752] [INFO ] [sig ] Generating forecast for: IIPR [2025-10-09T00:06:18.817831] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIPR' from 'https://tdm.silogroup.org/data/derivative_storage/IIPR.csv'. [2025-10-09T00:06:18.828484] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IIPR'. [2025-10-09T00:06:18.828879] [INFO ] [FORECASTER] Starting predict_future for IIPR [2025-10-09T00:06:18.855167] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:18.855985] [DEBUG] [LOCAL ] No optimal features file found for IIPR: ./output/feature-sets/IIPR.txt [2025-10-09T00:06:18.856068] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:18.856143] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:18.856214] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:18.856315] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:18.875305] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:18.875999] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:18.876105] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:18.876177] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:18.905307] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:18.905499] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:18.905550] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:18.905585] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:18.909438] [DEBUG] [FORECASTER] IIPR: Forecast T+1@11:T+2@11: DOWN (p=8.56%) [2025-10-09T00:06:18.909790] [INFO ] [FORECASTER] Completed predict_future for IIPR [2025-10-09T00:06:18.909942] [INFO ] [sig ] IIPR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:19.061822] [INFO ] [LOCAL ] Saved forecast: IIPR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IIPR.txt [2025-10-09T00:06:19.062062] [WARN ] [sig ] [1041/2211] Failed IIPR after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:19.062138] [INFO ] [sig ] [1042/2211] Forecasting IMAX... [2025-10-09T00:06:19.062211] [INFO ] [sig ] Generating forecast for: IMAX [2025-10-09T00:06:19.062286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IMAX' from 'https://tdm.silogroup.org/data/derivative_storage/IMAX.csv'. [2025-10-09T00:06:19.071894] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IMAX'. [2025-10-09T00:06:19.072239] [INFO ] [FORECASTER] Starting predict_future for IMAX [2025-10-09T00:06:19.098282] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:19.099176] [DEBUG] [LOCAL ] No optimal features file found for IMAX: ./output/feature-sets/IMAX.txt [2025-10-09T00:06:19.099287] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:19.099376] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:19.099449] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:19.099565] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:19.117832] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:19.118469] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:19.118575] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:19.118681] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:19.146456] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:19.146592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:19.146637] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:19.146725] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:19.153450] [DEBUG] [FORECASTER] IMAX: Forecast T+1@11:T+2@11: DOWN (p=0.54%) [2025-10-09T00:06:19.153940] [INFO ] [FORECASTER] Completed predict_future for IMAX [2025-10-09T00:06:19.154138] [INFO ] [sig ] IMAX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:19.303186] [INFO ] [LOCAL ] Saved forecast: IMAX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IMAX.txt [2025-10-09T00:06:19.303456] [WARN ] [sig ] [1042/2211] Failed IMAX after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:19.303552] [INFO ] [sig ] [1043/2211] Forecasting INFA... [2025-10-09T00:06:19.303632] [INFO ] [sig ] Generating forecast for: INFA [2025-10-09T00:06:19.303737] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INFA' from 'https://tdm.silogroup.org/data/derivative_storage/INFA.csv'. [2025-10-09T00:06:19.314609] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INFA'. [2025-10-09T00:06:19.315005] [INFO ] [FORECASTER] Starting predict_future for INFA [2025-10-09T00:06:19.341258] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:19.342083] [DEBUG] [LOCAL ] No optimal features file found for INFA: ./output/feature-sets/INFA.txt [2025-10-09T00:06:19.342161] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:19.342233] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:19.342300] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:19.342398] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:19.360524] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:19.361223] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:19.361333] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:19.361414] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:19.386911] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:19.387028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:19.387070] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:19.387104] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:19.390274] [DEBUG] [FORECASTER] INFA: Forecast T+1@11:T+2@11: UP (p=90.58%) [2025-10-09T00:06:19.390558] [INFO ] [FORECASTER] Completed predict_future for INFA [2025-10-09T00:06:19.390719] [INFO ] [sig ] INFA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:19.532849] [INFO ] [LOCAL ] Saved forecast: INFA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/INFA.txt [2025-10-09T00:06:19.533082] [WARN ] [sig ] [1043/2211] Failed INFA after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:19.533158] [INFO ] [sig ] [1044/2211] Forecasting INFY... [2025-10-09T00:06:19.533206] [INFO ] [sig ] Generating forecast for: INFY [2025-10-09T00:06:19.533244] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INFY' from 'https://tdm.silogroup.org/data/derivative_storage/INFY.csv'. [2025-10-09T00:06:19.543550] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INFY'. [2025-10-09T00:06:19.543906] [INFO ] [FORECASTER] Starting predict_future for INFY [2025-10-09T00:06:19.569148] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:19.569992] [DEBUG] [LOCAL ] No optimal features file found for INFY: ./output/feature-sets/INFY.txt [2025-10-09T00:06:19.570070] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:19.570167] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:19.570238] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:19.570354] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:19.587830] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:19.588446] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:19.588550] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:19.588667] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:19.615605] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:19.615754] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:19.615811] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:19.615846] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:19.619155] [DEBUG] [FORECASTER] INFY: Forecast T+1@11:T+2@11: UP (p=79.69%) [2025-10-09T00:06:19.619494] [INFO ] [FORECASTER] Completed predict_future for INFY [2025-10-09T00:06:19.619671] [INFO ] [sig ] INFY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:19.762957] [INFO ] [LOCAL ] Saved forecast: INFY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/INFY.txt [2025-10-09T00:06:19.763211] [WARN ] [sig ] [1044/2211] Failed INFY after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:19.763288] [INFO ] [sig ] [1045/2211] Forecasting ING... [2025-10-09T00:06:19.763358] [INFO ] [sig ] Generating forecast for: ING [2025-10-09T00:06:19.763429] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ING' from 'https://tdm.silogroup.org/data/derivative_storage/ING.csv'. [2025-10-09T00:06:19.773151] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ING'. [2025-10-09T00:06:19.773489] [INFO ] [FORECASTER] Starting predict_future for ING [2025-10-09T00:06:19.798805] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:19.799742] [DEBUG] [LOCAL ] No optimal features file found for ING: ./output/feature-sets/ING.txt [2025-10-09T00:06:19.799820] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:19.799902] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:19.799981] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:19.800100] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:19.817711] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:19.818309] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:19.818411] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:19.818489] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:19.845699] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:19.845821] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:19.845864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:19.845898] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:19.849266] [DEBUG] [FORECASTER] ING: Forecast T+1@11:T+2@11: DOWN (p=5.63%) [2025-10-09T00:06:19.849562] [INFO ] [FORECASTER] Completed predict_future for ING [2025-10-09T00:06:19.849730] [INFO ] [sig ] ING: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:19.997893] [INFO ] [LOCAL ] Saved forecast: ING 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ING.txt [2025-10-09T00:06:19.998137] [WARN ] [sig ] [1045/2211] Failed ING after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:19.998212] [INFO ] [sig ] [1046/2211] Forecasting INGM... [2025-10-09T00:06:19.998325] [INFO ] [sig ] Generating forecast for: INGM [2025-10-09T00:06:19.998403] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INGM' from 'https://tdm.silogroup.org/data/derivative_storage/INGM.csv'. [2025-10-09T00:06:20.008893] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INGM'. [2025-10-09T00:06:20.009315] [INFO ] [FORECASTER] Starting predict_future for INGM [2025-10-09T00:06:20.035225] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:20.036045] [DEBUG] [LOCAL ] No optimal features file found for INGM: ./output/feature-sets/INGM.txt [2025-10-09T00:06:20.036177] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:20.036252] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:20.036321] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:20.036420] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:20.054416] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:20.055059] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:20.055179] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:20.055276] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:20.086369] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:20.086541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:20.086590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:20.086627] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:20.090675] [DEBUG] [FORECASTER] INGM: Forecast T+1@11:T+2@11: DOWN (p=0.56%) [2025-10-09T00:06:20.091006] [INFO ] [FORECASTER] Completed predict_future for INGM [2025-10-09T00:06:20.091154] [INFO ] [sig ] INGM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:20.233750] [INFO ] [LOCAL ] Saved forecast: INGM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/INGM.txt [2025-10-09T00:06:20.233998] [WARN ] [sig ] [1046/2211] Failed INGM after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:20.234095] [INFO ] [sig ] [1047/2211] Forecasting INGR... [2025-10-09T00:06:20.234182] [INFO ] [sig ] Generating forecast for: INGR [2025-10-09T00:06:20.234269] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INGR' from 'https://tdm.silogroup.org/data/derivative_storage/INGR.csv'. [2025-10-09T00:06:20.244034] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INGR'. [2025-10-09T00:06:20.244394] [INFO ] [FORECASTER] Starting predict_future for INGR [2025-10-09T00:06:20.269787] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:20.270534] [DEBUG] [LOCAL ] No optimal features file found for INGR: ./output/feature-sets/INGR.txt [2025-10-09T00:06:20.270611] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:20.270702] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:20.270770] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:20.270871] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:20.289133] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:20.289865] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:20.289973] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:20.290043] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:20.317504] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:20.317739] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:20.317805] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:20.317843] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:20.321810] [DEBUG] [FORECASTER] INGR: Forecast T+1@11:T+2@11: UP (p=65.10%) [2025-10-09T00:06:20.322163] [INFO ] [FORECASTER] Completed predict_future for INGR [2025-10-09T00:06:20.322308] [INFO ] [sig ] INGR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:20.464724] [INFO ] [LOCAL ] Saved forecast: INGR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/INGR.txt [2025-10-09T00:06:20.464966] [WARN ] [sig ] [1047/2211] Failed INGR after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:20.465041] [INFO ] [sig ] [1048/2211] Forecasting INN... [2025-10-09T00:06:20.465112] [INFO ] [sig ] Generating forecast for: INN [2025-10-09T00:06:20.465188] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INN' from 'https://tdm.silogroup.org/data/derivative_storage/INN.csv'. [2025-10-09T00:06:20.475196] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INN'. [2025-10-09T00:06:20.475556] [INFO ] [FORECASTER] Starting predict_future for INN [2025-10-09T00:06:20.500862] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:20.501621] [DEBUG] [LOCAL ] No optimal features file found for INN: ./output/feature-sets/INN.txt [2025-10-09T00:06:20.501733] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:20.501804] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:20.501871] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:20.501968] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:20.519737] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:20.520358] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:20.520462] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:20.520536] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:20.556131] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:20.556263] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:20.556307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:20.556342] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:20.559782] [DEBUG] [FORECASTER] INN: Forecast T+1@11:T+2@11: DOWN (p=1.51%) [2025-10-09T00:06:20.560071] [INFO ] [FORECASTER] Completed predict_future for INN [2025-10-09T00:06:20.560212] [INFO ] [sig ] INN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:20.700295] [INFO ] [LOCAL ] Saved forecast: INN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/INN.txt [2025-10-09T00:06:20.700539] [WARN ] [sig ] [1048/2211] Failed INN after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:20.700615] [INFO ] [sig ] [1049/2211] Forecasting INSP... [2025-10-09T00:06:20.700704] [INFO ] [sig ] Generating forecast for: INSP [2025-10-09T00:06:20.700815] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INSP' from 'https://tdm.silogroup.org/data/derivative_storage/INSP.csv'. [2025-10-09T00:06:20.710835] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INSP'. [2025-10-09T00:06:20.711197] [INFO ] [FORECASTER] Starting predict_future for INSP [2025-10-09T00:06:20.737252] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:20.738109] [DEBUG] [LOCAL ] No optimal features file found for INSP: ./output/feature-sets/INSP.txt [2025-10-09T00:06:20.738189] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:20.738267] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:20.738342] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:20.738446] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:20.757342] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:20.758179] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:20.758285] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:20.758358] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:20.789943] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:20.790114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:20.790162] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:20.790200] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:20.794152] [DEBUG] [FORECASTER] INSP: Forecast T+1@11:T+2@11: DOWN (p=23.23%) [2025-10-09T00:06:20.794499] [INFO ] [FORECASTER] Completed predict_future for INSP [2025-10-09T00:06:20.794666] [INFO ] [sig ] INSP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:20.947855] [INFO ] [LOCAL ] Saved forecast: INSP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/INSP.txt [2025-10-09T00:06:20.948119] [WARN ] [sig ] [1049/2211] Failed INSP after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:20.948198] [INFO ] [sig ] [1050/2211] Forecasting INSW... [2025-10-09T00:06:20.948324] [INFO ] [sig ] Generating forecast for: INSW [2025-10-09T00:06:20.948417] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INSW' from 'https://tdm.silogroup.org/data/derivative_storage/INSW.csv'. [2025-10-09T00:06:20.960079] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INSW'. [2025-10-09T00:06:20.960465] [INFO ] [FORECASTER] Starting predict_future for INSW [2025-10-09T00:06:20.988032] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:20.988876] [DEBUG] [LOCAL ] No optimal features file found for INSW: ./output/feature-sets/INSW.txt [2025-10-09T00:06:20.988956] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:20.989044] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:20.989125] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:20.989270] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:21.007824] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:21.008606] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:21.008765] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:21.008853] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:21.040299] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:21.040425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:21.040470] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:21.040511] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:21.044345] [DEBUG] [FORECASTER] INSW: Forecast T+1@11:T+2@11: UP (p=78.59%) [2025-10-09T00:06:21.044679] [INFO ] [FORECASTER] Completed predict_future for INSW [2025-10-09T00:06:21.044845] [INFO ] [sig ] INSW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:21.190486] [INFO ] [LOCAL ] Saved forecast: INSW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/INSW.txt [2025-10-09T00:06:21.190796] [WARN ] [sig ] [1050/2211] Failed INSW after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:21.190912] [INFO ] [sig ] [1051/2211] Forecasting INVH... [2025-10-09T00:06:21.191016] [INFO ] [sig ] Generating forecast for: INVH [2025-10-09T00:06:21.191121] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INVH' from 'https://tdm.silogroup.org/data/derivative_storage/INVH.csv'. [2025-10-09T00:06:21.201944] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INVH'. [2025-10-09T00:06:21.202358] [INFO ] [FORECASTER] Starting predict_future for INVH [2025-10-09T00:06:21.228526] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:21.229387] [DEBUG] [LOCAL ] No optimal features file found for INVH: ./output/feature-sets/INVH.txt [2025-10-09T00:06:21.229470] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:21.229547] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:21.229617] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:21.229747] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:21.248105] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:21.248749] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:21.248893] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:21.248966] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:21.280051] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:21.280206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:21.280254] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:21.280291] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:21.284277] [DEBUG] [FORECASTER] INVH: Forecast T+1@11:T+2@11: UP (p=93.50%) [2025-10-09T00:06:21.284598] [INFO ] [FORECASTER] Completed predict_future for INVH [2025-10-09T00:06:21.284782] [INFO ] [sig ] INVH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:21.434355] [INFO ] [LOCAL ] Saved forecast: INVH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/INVH.txt [2025-10-09T00:06:21.434629] [WARN ] [sig ] [1051/2211] Failed INVH after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:21.434730] [INFO ] [sig ] [1052/2211] Forecasting INVX... [2025-10-09T00:06:21.434800] [INFO ] [sig ] Generating forecast for: INVX [2025-10-09T00:06:21.434868] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INVX' from 'https://tdm.silogroup.org/data/derivative_storage/INVX.csv'. [2025-10-09T00:06:21.444402] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'INVX'. [2025-10-09T00:06:21.444761] [INFO ] [FORECASTER] Starting predict_future for INVX [2025-10-09T00:06:21.469985] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:21.470825] [DEBUG] [LOCAL ] No optimal features file found for INVX: ./output/feature-sets/INVX.txt [2025-10-09T00:06:21.470903] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:21.470974] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:21.471041] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:21.471135] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:21.488549] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:21.489168] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:21.489307] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:21.489367] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:21.520416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:21.520556] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:21.520598] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:21.520632] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:21.524237] [DEBUG] [FORECASTER] INVX: Forecast T+1@11:T+2@11: DOWN (p=39.99%) [2025-10-09T00:06:21.524534] [INFO ] [FORECASTER] Completed predict_future for INVX [2025-10-09T00:06:21.524704] [INFO ] [sig ] INVX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:21.681114] [INFO ] [LOCAL ] Saved forecast: INVX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/INVX.txt [2025-10-09T00:06:21.681418] [WARN ] [sig ] [1052/2211] Failed INVX after 0.2s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:21.681503] [INFO ] [sig ] [1053/2211] Forecasting IONQ... [2025-10-09T00:06:21.681588] [INFO ] [sig ] Generating forecast for: IONQ [2025-10-09T00:06:21.681696] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IONQ' from 'https://tdm.silogroup.org/data/derivative_storage/IONQ.csv'. [2025-10-09T00:06:21.694153] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IONQ'. [2025-10-09T00:06:21.694603] [INFO ] [FORECASTER] Starting predict_future for IONQ [2025-10-09T00:06:21.721785] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:21.722566] [DEBUG] [LOCAL ] No optimal features file found for IONQ: ./output/feature-sets/IONQ.txt [2025-10-09T00:06:21.722687] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:21.722762] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:21.722831] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:21.722928] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:21.741415] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:21.742136] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:21.742240] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:21.742310] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:21.776725] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:21.776852] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:21.776896] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:21.776929] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:21.780282] [DEBUG] [FORECASTER] IONQ: Forecast T+1@11:T+2@11: UP (p=93.51%) [2025-10-09T00:06:21.780606] [INFO ] [FORECASTER] Completed predict_future for IONQ [2025-10-09T00:06:21.780783] [INFO ] [sig ] IONQ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:21.940211] [INFO ] [LOCAL ] Saved forecast: IONQ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IONQ.txt [2025-10-09T00:06:21.940459] [WARN ] [sig ] [1053/2211] Failed IONQ after 0.3s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:21.940536] [INFO ] [sig ] [1054/2211] Forecasting IOT... [2025-10-09T00:06:21.940606] [INFO ] [sig ] Generating forecast for: IOT [2025-10-09T00:06:21.940699] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IOT' from 'https://tdm.silogroup.org/data/derivative_storage/IOT.csv'. [2025-10-09T00:06:21.952250] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IOT'. [2025-10-09T00:06:21.952739] [INFO ] [FORECASTER] Starting predict_future for IOT [2025-10-09T00:06:21.985285] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:21.986345] [DEBUG] [LOCAL ] No optimal features file found for IOT: ./output/feature-sets/IOT.txt [2025-10-09T00:06:21.986432] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:21.986511] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:21.986627] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:21.986779] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:22.008838] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:22.009742] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:22.009855] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:22.009939] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:22.047416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:22.047581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:22.047629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:22.047707] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:22.051465] [DEBUG] [FORECASTER] IOT: Forecast T+1@11:T+2@11: DOWN (p=3.88%) [2025-10-09T00:06:22.051831] [INFO ] [FORECASTER] Completed predict_future for IOT [2025-10-09T00:06:22.052005] [INFO ] [sig ] IOT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:22.223924] [INFO ] [LOCAL ] Saved forecast: IOT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IOT.txt [2025-10-09T00:06:22.224289] [WARN ] [sig ] [1054/2211] Failed IOT after 0.3s | 4.39 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:22.224380] [INFO ] [sig ] [1055/2211] Forecasting IP... [2025-10-09T00:06:22.224452] [INFO ] [sig ] Generating forecast for: IP [2025-10-09T00:06:22.224512] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IP' from 'https://tdm.silogroup.org/data/derivative_storage/IP.csv'. [2025-10-09T00:06:22.235907] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IP'. [2025-10-09T00:06:22.236331] [INFO ] [FORECASTER] Starting predict_future for IP [2025-10-09T00:06:22.265988] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:22.266888] [DEBUG] [LOCAL ] No optimal features file found for IP: ./output/feature-sets/IP.txt [2025-10-09T00:06:22.266968] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:22.267041] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:22.267127] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:22.267290] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:22.290600] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:22.291501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:22.291672] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:22.291739] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:22.335563] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:22.335782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:22.335856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:22.335894] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:22.340078] [DEBUG] [FORECASTER] IP: Forecast T+1@11:T+2@11: DOWN (p=21.08%) [2025-10-09T00:06:22.340451] [INFO ] [FORECASTER] Completed predict_future for IP [2025-10-09T00:06:22.340614] [INFO ] [sig ] IP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:22.513065] [INFO ] [LOCAL ] Saved forecast: IP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IP.txt [2025-10-09T00:06:22.513452] [WARN ] [sig ] [1055/2211] Failed IP after 0.3s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:22.513587] [INFO ] [sig ] [1056/2211] Forecasting IPG... [2025-10-09T00:06:22.513710] [INFO ] [sig ] Generating forecast for: IPG [2025-10-09T00:06:22.513822] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IPG' from 'https://tdm.silogroup.org/data/derivative_storage/IPG.csv'. [2025-10-09T00:06:22.529359] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'IPG'. [2025-10-09T00:06:22.529941] [INFO ] [FORECASTER] Starting predict_future for IPG [2025-10-09T00:06:22.559407] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:22.560443] [DEBUG] [LOCAL ] No optimal features file found for IPG: ./output/feature-sets/IPG.txt [2025-10-09T00:06:22.560527] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:22.560600] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:22.560703] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:22.560821] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:22.579955] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:22.580763] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:22.580874] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:22.580946] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:22.618694] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:22.618903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:22.618953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:22.618987] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:22.622745] [DEBUG] [FORECASTER] IPG: Forecast T+1@11:T+2@11: DOWN (p=3.10%) [2025-10-09T00:06:22.623097] [INFO ] [FORECASTER] Completed predict_future for IPG [2025-10-09T00:06:22.623253] [INFO ] [sig ] IPG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:22.762552] [INFO ] [LOCAL ] Saved forecast: IPG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IPG.txt [2025-10-09T00:06:22.762852] [WARN ] [sig ] [1056/2211] Failed IPG after 0.2s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:22.762928] [INFO ] [sig ] [1057/2211] Forecasting IPI... [2025-10-09T00:06:22.763002] [INFO ] [sig ] Generating forecast for: IPI [2025-10-09T00:06:22.763073] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IPI' from 'https://tdm.silogroup.org/data/derivative_storage/IPI.csv'. [2025-10-09T00:06:22.773829] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IPI'. [2025-10-09T00:06:22.774237] [INFO ] [FORECASTER] Starting predict_future for IPI [2025-10-09T00:06:22.800817] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:22.801623] [DEBUG] [LOCAL ] No optimal features file found for IPI: ./output/feature-sets/IPI.txt [2025-10-09T00:06:22.801724] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:22.801797] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:22.801865] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:22.802033] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:22.819952] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:22.820620] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:22.820748] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:22.820830] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:22.858230] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:22.858354] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:22.858397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:22.858431] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:22.861975] [DEBUG] [FORECASTER] IPI: Forecast T+1@11:T+2@11: DOWN (p=24.44%) [2025-10-09T00:06:22.862263] [INFO ] [FORECASTER] Completed predict_future for IPI [2025-10-09T00:06:22.862407] [INFO ] [sig ] IPI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:23.006224] [INFO ] [LOCAL ] Saved forecast: IPI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IPI.txt [2025-10-09T00:06:23.006466] [WARN ] [sig ] [1057/2211] Failed IPI after 0.2s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:23.006547] [INFO ] [sig ] [1058/2211] Forecasting IQI... [2025-10-09T00:06:23.006616] [INFO ] [sig ] Generating forecast for: IQI [2025-10-09T00:06:23.006728] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IQI' from 'https://tdm.silogroup.org/data/derivative_storage/IQI.csv'. [2025-10-09T00:06:23.018534] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IQI'. [2025-10-09T00:06:23.018902] [INFO ] [FORECASTER] Starting predict_future for IQI [2025-10-09T00:06:23.045140] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:23.045956] [DEBUG] [LOCAL ] No optimal features file found for IQI: ./output/feature-sets/IQI.txt [2025-10-09T00:06:23.046035] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:23.046116] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:23.046187] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:23.046286] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:23.064734] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:23.065365] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:23.065471] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:23.065562] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:23.102490] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:23.102673] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:23.102745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:23.102783] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:23.106222] [DEBUG] [FORECASTER] IQI: Forecast T+1@11:T+2@11: UP (p=55.28%) [2025-10-09T00:06:23.106515] [INFO ] [FORECASTER] Completed predict_future for IQI [2025-10-09T00:06:23.106682] [INFO ] [sig ] IQI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:23.251426] [INFO ] [LOCAL ] Saved forecast: IQI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IQI.txt [2025-10-09T00:06:23.251724] [WARN ] [sig ] [1058/2211] Failed IQI after 0.2s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:23.251804] [INFO ] [sig ] [1059/2211] Forecasting IQV... [2025-10-09T00:06:23.251874] [INFO ] [sig ] Generating forecast for: IQV [2025-10-09T00:06:23.251944] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IQV' from 'https://tdm.silogroup.org/data/derivative_storage/IQV.csv'. [2025-10-09T00:06:23.262814] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'IQV'. [2025-10-09T00:06:23.263164] [INFO ] [FORECASTER] Starting predict_future for IQV [2025-10-09T00:06:23.289030] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:23.289851] [DEBUG] [LOCAL ] No optimal features file found for IQV: ./output/feature-sets/IQV.txt [2025-10-09T00:06:23.289928] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:23.290000] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:23.290068] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:23.290163] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:23.308436] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:23.309072] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:23.309177] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:23.309277] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:23.350914] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:23.351126] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:23.351176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:23.351210] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:23.354991] [DEBUG] [FORECASTER] IQV: Forecast T+1@11:T+2@11: UP (p=62.88%) [2025-10-09T00:06:23.355290] [INFO ] [FORECASTER] Completed predict_future for IQV [2025-10-09T00:06:23.355435] [INFO ] [sig ] IQV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:23.503326] [INFO ] [LOCAL ] Saved forecast: IQV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IQV.txt [2025-10-09T00:06:23.503583] [WARN ] [sig ] [1059/2211] Failed IQV after 0.3s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:23.503704] [INFO ] [sig ] [1060/2211] Forecasting IR... [2025-10-09T00:06:23.503784] [INFO ] [sig ] Generating forecast for: IR [2025-10-09T00:06:23.503854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IR' from 'https://tdm.silogroup.org/data/derivative_storage/IR.csv'. [2025-10-09T00:06:23.515000] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IR'. [2025-10-09T00:06:23.515443] [INFO ] [FORECASTER] Starting predict_future for IR [2025-10-09T00:06:23.540993] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:23.541838] [DEBUG] [LOCAL ] No optimal features file found for IR: ./output/feature-sets/IR.txt [2025-10-09T00:06:23.541916] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:23.542006] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:23.542074] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:23.542190] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:23.559625] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:23.560318] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:23.560428] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:23.560508] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:23.596165] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:23.596334] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:23.596379] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:23.596414] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:23.600125] [DEBUG] [FORECASTER] IR: Forecast T+1@11:T+2@11: DOWN (p=0.82%) [2025-10-09T00:06:23.600440] [INFO ] [FORECASTER] Completed predict_future for IR [2025-10-09T00:06:23.600586] [INFO ] [sig ] IR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:23.741347] [INFO ] [LOCAL ] Saved forecast: IR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IR.txt [2025-10-09T00:06:23.741624] [WARN ] [sig ] [1060/2211] Failed IR after 0.2s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:23.741935] [INFO ] [sig ] [1061/2211] Forecasting IRM... [2025-10-09T00:06:23.742020] [INFO ] [sig ] Generating forecast for: IRM [2025-10-09T00:06:23.742106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IRM' from 'https://tdm.silogroup.org/data/derivative_storage/IRM.csv'. [2025-10-09T00:06:23.753466] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IRM'. [2025-10-09T00:06:23.753851] [INFO ] [FORECASTER] Starting predict_future for IRM [2025-10-09T00:06:23.781101] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:23.781948] [DEBUG] [LOCAL ] No optimal features file found for IRM: ./output/feature-sets/IRM.txt [2025-10-09T00:06:23.782031] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:23.782105] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:23.782181] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:23.782284] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:23.803384] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:23.804244] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:23.804360] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:23.804437] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:23.843565] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:23.843806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:23.843873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:23.843911] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:23.847749] [DEBUG] [FORECASTER] IRM: Forecast T+1@11:T+2@11: UP (p=95.90%) [2025-10-09T00:06:23.848080] [INFO ] [FORECASTER] Completed predict_future for IRM [2025-10-09T00:06:23.848239] [INFO ] [sig ] IRM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:23.990761] [INFO ] [LOCAL ] Saved forecast: IRM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IRM.txt [2025-10-09T00:06:23.991087] [WARN ] [sig ] [1061/2211] Failed IRM after 0.2s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:23.991179] [INFO ] [sig ] [1062/2211] Forecasting IRS... [2025-10-09T00:06:23.991252] [INFO ] [sig ] Generating forecast for: IRS [2025-10-09T00:06:23.991323] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IRS' from 'https://tdm.silogroup.org/data/derivative_storage/IRS.csv'. [2025-10-09T00:06:24.003419] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IRS'. [2025-10-09T00:06:24.003946] [INFO ] [FORECASTER] Starting predict_future for IRS [2025-10-09T00:06:24.031413] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:24.032400] [DEBUG] [LOCAL ] No optimal features file found for IRS: ./output/feature-sets/IRS.txt [2025-10-09T00:06:24.032494] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:24.032570] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:24.032640] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:24.032763] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:24.050792] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:24.051778] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:24.051894] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:24.051965] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:24.088693] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:24.088917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:24.088968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:24.089001] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:24.092750] [DEBUG] [FORECASTER] IRS: Forecast T+1@11:T+2@11: UP (p=73.51%) [2025-10-09T00:06:24.093097] [INFO ] [FORECASTER] Completed predict_future for IRS [2025-10-09T00:06:24.093245] [INFO ] [sig ] IRS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:24.240163] [INFO ] [LOCAL ] Saved forecast: IRS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IRS.txt [2025-10-09T00:06:24.240447] [WARN ] [sig ] [1062/2211] Failed IRS after 0.2s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:24.240525] [INFO ] [sig ] [1063/2211] Forecasting IRT... [2025-10-09T00:06:24.240594] [INFO ] [sig ] Generating forecast for: IRT [2025-10-09T00:06:24.240690] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IRT' from 'https://tdm.silogroup.org/data/derivative_storage/IRT.csv'. [2025-10-09T00:06:24.252867] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IRT'. [2025-10-09T00:06:24.253341] [INFO ] [FORECASTER] Starting predict_future for IRT [2025-10-09T00:06:24.279120] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:24.279990] [DEBUG] [LOCAL ] No optimal features file found for IRT: ./output/feature-sets/IRT.txt [2025-10-09T00:06:24.280087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:24.280180] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:24.280269] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:24.280399] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:24.297637] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:24.298303] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:24.298431] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:24.298522] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:24.349667] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:24.349853] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:24.349903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:24.349940] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:24.354036] [DEBUG] [FORECASTER] IRT: Forecast T+1@11:T+2@11: UP (p=52.62%) [2025-10-09T00:06:24.354370] [INFO ] [FORECASTER] Completed predict_future for IRT [2025-10-09T00:06:24.354549] [INFO ] [sig ] IRT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:24.513925] [INFO ] [LOCAL ] Saved forecast: IRT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IRT.txt [2025-10-09T00:06:24.514249] [WARN ] [sig ] [1063/2211] Failed IRT after 0.3s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:24.514348] [INFO ] [sig ] [1064/2211] Forecasting ISD... [2025-10-09T00:06:24.514442] [INFO ] [sig ] Generating forecast for: ISD [2025-10-09T00:06:24.514537] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ISD' from 'https://tdm.silogroup.org/data/derivative_storage/ISD.csv'. [2025-10-09T00:06:24.530148] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ISD'. [2025-10-09T00:06:24.530676] [INFO ] [FORECASTER] Starting predict_future for ISD [2025-10-09T00:06:24.557366] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:24.558212] [DEBUG] [LOCAL ] No optimal features file found for ISD: ./output/feature-sets/ISD.txt [2025-10-09T00:06:24.558308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:24.558399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:24.558487] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:24.558613] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:24.575972] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:24.576763] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:24.576926] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:24.577015] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:24.610683] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:24.610826] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:24.610873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:24.610909] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:24.614862] [DEBUG] [FORECASTER] ISD: Forecast T+1@11:T+2@11: DOWN (p=2.61%) [2025-10-09T00:06:24.615208] [INFO ] [FORECASTER] Completed predict_future for ISD [2025-10-09T00:06:24.615368] [INFO ] [sig ] ISD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:24.758994] [INFO ] [LOCAL ] Saved forecast: ISD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ISD.txt [2025-10-09T00:06:24.759330] [WARN ] [sig ] [1064/2211] Failed ISD after 0.2s | 4.38 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T00:06:24.759428] [INFO ] [sig ] [1065/2211] Forecasting IT... [2025-10-09T00:06:24.759516] [INFO ] [sig ] Generating forecast for: IT [2025-10-09T00:06:24.759612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IT' from 'https://tdm.silogroup.org/data/derivative_storage/IT.csv'. [2025-10-09T00:06:24.771290] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'IT'. [2025-10-09T00:06:24.771765] [INFO ] [FORECASTER] Starting predict_future for IT [2025-10-09T00:06:24.797815] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:24.798596] [DEBUG] [LOCAL ] No optimal features file found for IT: ./output/feature-sets/IT.txt [2025-10-09T00:06:24.798704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:24.798786] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:24.798855] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:24.798953] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:24.816341] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:24.817014] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:24.817120] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:24.817188] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:24.861746] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:24.861911] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:24.861958] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:24.861995] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:24.865927] [DEBUG] [FORECASTER] IT: Forecast T+1@11:T+2@11: UP (p=97.98%) [2025-10-09T00:06:24.866254] [INFO ] [FORECASTER] Completed predict_future for IT [2025-10-09T00:06:24.866410] [INFO ] [sig ] IT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:25.010417] [INFO ] [LOCAL ] Saved forecast: IT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IT.txt [2025-10-09T00:06:25.010749] [WARN ] [sig ] [1065/2211] Failed IT after 0.3s | 4.38 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T00:06:25.010830] [INFO ] [sig ] [1066/2211] Forecasting ITGR... [2025-10-09T00:06:25.010900] [INFO ] [sig ] Generating forecast for: ITGR [2025-10-09T00:06:25.010971] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITGR' from 'https://tdm.silogroup.org/data/derivative_storage/ITGR.csv'. [2025-10-09T00:06:25.022277] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ITGR'. [2025-10-09T00:06:25.022776] [INFO ] [FORECASTER] Starting predict_future for ITGR [2025-10-09T00:06:25.049318] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:25.050211] [DEBUG] [LOCAL ] No optimal features file found for ITGR: ./output/feature-sets/ITGR.txt [2025-10-09T00:06:25.050290] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:25.050361] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:25.050448] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:25.050638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:25.069457] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:25.070211] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:25.070319] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:25.070401] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:25.110034] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:25.110232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:25.110281] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:25.110315] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:25.114020] [DEBUG] [FORECASTER] ITGR: Forecast T+1@11:T+2@11: UP (p=68.74%) [2025-10-09T00:06:25.114327] [INFO ] [FORECASTER] Completed predict_future for ITGR [2025-10-09T00:06:25.114471] [INFO ] [sig ] ITGR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:25.256817] [INFO ] [LOCAL ] Saved forecast: ITGR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ITGR.txt [2025-10-09T00:06:25.257081] [WARN ] [sig ] [1066/2211] Failed ITGR after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T00:06:25.257158] [INFO ] [sig ] [1067/2211] Forecasting ITT... [2025-10-09T00:06:25.257226] [INFO ] [sig ] Generating forecast for: ITT [2025-10-09T00:06:25.257276] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITT' from 'https://tdm.silogroup.org/data/derivative_storage/ITT.csv'. [2025-10-09T00:06:25.267633] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ITT'. [2025-10-09T00:06:25.267965] [INFO ] [FORECASTER] Starting predict_future for ITT [2025-10-09T00:06:25.293325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:25.294122] [DEBUG] [LOCAL ] No optimal features file found for ITT: ./output/feature-sets/ITT.txt [2025-10-09T00:06:25.294199] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:25.294285] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:25.294360] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:25.294465] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:25.312384] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:25.313005] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:25.313108] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:25.313177] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:25.349043] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:25.349135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:25.349176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:25.349208] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:25.352331] [DEBUG] [FORECASTER] ITT: Forecast T+1@11:T+2@11: UP (p=90.25%) [2025-10-09T00:06:25.352600] [INFO ] [FORECASTER] Completed predict_future for ITT [2025-10-09T00:06:25.352769] [INFO ] [sig ] ITT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:25.493337] [INFO ] [LOCAL ] Saved forecast: ITT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ITT.txt [2025-10-09T00:06:25.493564] [WARN ] [sig ] [1067/2211] Failed ITT after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T00:06:25.493661] [INFO ] [sig ] [1068/2211] Forecasting ITUB... [2025-10-09T00:06:25.493735] [INFO ] [sig ] Generating forecast for: ITUB [2025-10-09T00:06:25.493806] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITUB' from 'https://tdm.silogroup.org/data/derivative_storage/ITUB.csv'. [2025-10-09T00:06:25.503378] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ITUB'. [2025-10-09T00:06:25.503690] [INFO ] [FORECASTER] Starting predict_future for ITUB [2025-10-09T00:06:25.529165] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:25.529951] [DEBUG] [LOCAL ] No optimal features file found for ITUB: ./output/feature-sets/ITUB.txt [2025-10-09T00:06:25.530027] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:25.530099] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:25.530167] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:25.530266] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:25.548237] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:25.548850] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:25.548953] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:25.549022] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:25.585630] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:25.585739] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:25.585783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:25.585817] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:25.588846] [DEBUG] [FORECASTER] ITUB: Forecast T+1@11:T+2@11: DOWN (p=2.50%) [2025-10-09T00:06:25.589112] [INFO ] [FORECASTER] Completed predict_future for ITUB [2025-10-09T00:06:25.589269] [INFO ] [sig ] ITUB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:25.729710] [INFO ] [LOCAL ] Saved forecast: ITUB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ITUB.txt [2025-10-09T00:06:25.729937] [WARN ] [sig ] [1068/2211] Failed ITUB after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:25.730014] [INFO ] [sig ] [1069/2211] Forecasting ITW... [2025-10-09T00:06:25.730084] [INFO ] [sig ] Generating forecast for: ITW [2025-10-09T00:06:25.730155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITW' from 'https://tdm.silogroup.org/data/derivative_storage/ITW.csv'. [2025-10-09T00:06:25.741017] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ITW'. [2025-10-09T00:06:25.741429] [INFO ] [FORECASTER] Starting predict_future for ITW [2025-10-09T00:06:25.767376] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:25.768220] [DEBUG] [LOCAL ] No optimal features file found for ITW: ./output/feature-sets/ITW.txt [2025-10-09T00:06:25.768299] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:25.768349] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:25.768410] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:25.768486] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:25.786063] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:25.786812] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:25.786927] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:25.786996] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:25.817578] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:25.817736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:25.817796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:25.817832] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:25.821213] [DEBUG] [FORECASTER] ITW: Forecast T+1@11:T+2@11: DOWN (p=12.30%) [2025-10-09T00:06:25.821508] [INFO ] [FORECASTER] Completed predict_future for ITW [2025-10-09T00:06:25.821713] [INFO ] [sig ] ITW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:25.962386] [INFO ] [LOCAL ] Saved forecast: ITW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ITW.txt [2025-10-09T00:06:25.962731] [WARN ] [sig ] [1069/2211] Failed ITW after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:25.962815] [INFO ] [sig ] [1070/2211] Forecasting IVR... [2025-10-09T00:06:25.962886] [INFO ] [sig ] Generating forecast for: IVR [2025-10-09T00:06:25.962959] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IVR' from 'https://tdm.silogroup.org/data/derivative_storage/IVR.csv'. [2025-10-09T00:06:25.974179] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IVR'. [2025-10-09T00:06:25.974519] [INFO ] [FORECASTER] Starting predict_future for IVR [2025-10-09T00:06:25.999993] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:26.000774] [DEBUG] [LOCAL ] No optimal features file found for IVR: ./output/feature-sets/IVR.txt [2025-10-09T00:06:26.000852] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:26.000923] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:26.000991] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:26.001089] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:26.018344] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:26.019028] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:26.019138] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:26.019209] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:26.062761] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:26.062915] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:26.062959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:26.062993] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:26.066476] [DEBUG] [FORECASTER] IVR: Forecast T+1@11:T+2@11: DOWN (p=4.03%) [2025-10-09T00:06:26.066819] [INFO ] [FORECASTER] Completed predict_future for IVR [2025-10-09T00:06:26.066988] [INFO ] [sig ] IVR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:26.209613] [INFO ] [LOCAL ] Saved forecast: IVR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IVR.txt [2025-10-09T00:06:26.209976] [WARN ] [sig ] [1070/2211] Failed IVR after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:26.210059] [INFO ] [sig ] [1071/2211] Forecasting IVT... [2025-10-09T00:06:26.210130] [INFO ] [sig ] Generating forecast for: IVT [2025-10-09T00:06:26.210202] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IVT' from 'https://tdm.silogroup.org/data/derivative_storage/IVT.csv'. [2025-10-09T00:06:26.223245] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IVT'. [2025-10-09T00:06:26.223701] [INFO ] [FORECASTER] Starting predict_future for IVT [2025-10-09T00:06:26.249481] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:26.250395] [DEBUG] [LOCAL ] No optimal features file found for IVT: ./output/feature-sets/IVT.txt [2025-10-09T00:06:26.250480] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:26.250556] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:26.250639] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:26.250794] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:26.268897] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:26.269578] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:26.269714] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:26.269787] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:26.307357] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:26.307500] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:26.307546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:26.307581] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:26.311019] [DEBUG] [FORECASTER] IVT: Forecast T+1@11:T+2@11: DOWN (p=7.11%) [2025-10-09T00:06:26.311319] [INFO ] [FORECASTER] Completed predict_future for IVT [2025-10-09T00:06:26.311477] [INFO ] [sig ] IVT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:26.451361] [INFO ] [LOCAL ] Saved forecast: IVT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IVT.txt [2025-10-09T00:06:26.451693] [WARN ] [sig ] [1071/2211] Failed IVT after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:26.451775] [INFO ] [sig ] [1072/2211] Forecasting IVZ... [2025-10-09T00:06:26.451846] [INFO ] [sig ] Generating forecast for: IVZ [2025-10-09T00:06:26.451918] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IVZ' from 'https://tdm.silogroup.org/data/derivative_storage/IVZ.csv'. [2025-10-09T00:06:26.462547] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IVZ'. [2025-10-09T00:06:26.462920] [INFO ] [FORECASTER] Starting predict_future for IVZ [2025-10-09T00:06:26.488157] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:26.488943] [DEBUG] [LOCAL ] No optimal features file found for IVZ: ./output/feature-sets/IVZ.txt [2025-10-09T00:06:26.489021] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:26.489093] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:26.489162] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:26.489281] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:26.506426] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:26.507059] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:26.507170] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:26.507241] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:26.550963] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:26.551216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:26.551288] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:26.551348] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:26.555714] [DEBUG] [FORECASTER] IVZ: Forecast T+1@11:T+2@11: DOWN (p=19.18%) [2025-10-09T00:06:26.556055] [INFO ] [FORECASTER] Completed predict_future for IVZ [2025-10-09T00:06:26.556223] [INFO ] [sig ] IVZ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:26.701460] [INFO ] [LOCAL ] Saved forecast: IVZ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/IVZ.txt [2025-10-09T00:06:26.701832] [WARN ] [sig ] [1072/2211] Failed IVZ after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:26.701917] [INFO ] [sig ] [1073/2211] Forecasting IX... [2025-10-09T00:06:26.702002] [INFO ] [sig ] Generating forecast for: IX [2025-10-09T00:06:26.702089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IX' from 'https://tdm.silogroup.org/data/derivative_storage/IX.csv'. [2025-10-09T00:06:26.713496] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'IX'. [2025-10-09T00:06:26.713946] [INFO ] [FORECASTER] Starting predict_future for IX [2025-10-09T00:06:26.740089] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:26.740927] [DEBUG] [LOCAL ] No optimal features file found for IX: ./output/feature-sets/IX.txt [2025-10-09T00:06:26.741007] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:26.741078] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:26.741161] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:26.741327] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:26.761155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:26.762200] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:26.762313] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:26.762400] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:26.801690] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:26.801862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:26.801908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:26.801942] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:26.805489] [DEBUG] [FORECASTER] IX: Forecast T+1@11:T+2@11: UP (p=80.05%) [2025-10-09T00:06:26.805830] [INFO ] [FORECASTER] Completed predict_future for IX [2025-10-09T00:06:26.805989] [INFO ] [sig ] IX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:26.955391] [INFO ] [LOCAL ] Saved forecast: IX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/IX.txt [2025-10-09T00:06:26.955831] [WARN ] [sig ] [1073/2211] Failed IX after 0.3s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:26.955939] [INFO ] [sig ] [1074/2211] Forecasting J... [2025-10-09T00:06:26.956052] [INFO ] [sig ] Generating forecast for: J [2025-10-09T00:06:26.956164] [DEBUG] [REMOTE ] Fetching historical data for symbol 'J' from 'https://tdm.silogroup.org/data/derivative_storage/J.csv'. [2025-10-09T00:06:26.967300] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'J'. [2025-10-09T00:06:26.967795] [INFO ] [FORECASTER] Starting predict_future for J [2025-10-09T00:06:26.994633] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:26.995589] [DEBUG] [LOCAL ] No optimal features file found for J: ./output/feature-sets/J.txt [2025-10-09T00:06:26.995699] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:26.995783] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:26.995887] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:26.996003] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:27.013506] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:27.014154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:27.014262] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:27.014332] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:27.050021] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:27.050133] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:27.050174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:27.050207] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:27.053430] [DEBUG] [FORECASTER] J: Forecast T+1@11:T+2@11: UP (p=96.94%) [2025-10-09T00:06:27.053750] [INFO ] [FORECASTER] Completed predict_future for J [2025-10-09T00:06:27.053910] [INFO ] [sig ] J: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:27.198470] [INFO ] [LOCAL ] Saved forecast: J 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/J.txt [2025-10-09T00:06:27.198792] [WARN ] [sig ] [1074/2211] Failed J after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:27.198872] [INFO ] [sig ] [1075/2211] Forecasting JBGS... [2025-10-09T00:06:27.198941] [INFO ] [sig ] Generating forecast for: JBGS [2025-10-09T00:06:27.199012] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBGS' from 'https://tdm.silogroup.org/data/derivative_storage/JBGS.csv'. [2025-10-09T00:06:27.209521] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JBGS'. [2025-10-09T00:06:27.209884] [INFO ] [FORECASTER] Starting predict_future for JBGS [2025-10-09T00:06:27.235568] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:27.236348] [DEBUG] [LOCAL ] No optimal features file found for JBGS: ./output/feature-sets/JBGS.txt [2025-10-09T00:06:27.236429] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:27.236503] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:27.236574] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:27.236705] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:27.255183] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:27.255864] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:27.255972] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:27.256044] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:27.293061] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:27.293176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:27.293218] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:27.293252] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:27.296556] [DEBUG] [FORECASTER] JBGS: Forecast T+1@11:T+2@11: UP (p=95.71%) [2025-10-09T00:06:27.296862] [INFO ] [FORECASTER] Completed predict_future for JBGS [2025-10-09T00:06:27.297016] [INFO ] [sig ] JBGS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:27.445051] [INFO ] [LOCAL ] Saved forecast: JBGS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JBGS.txt [2025-10-09T00:06:27.445344] [WARN ] [sig ] [1075/2211] Failed JBGS after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:27.445423] [INFO ] [sig ] [1076/2211] Forecasting JBI... [2025-10-09T00:06:27.445492] [INFO ] [sig ] Generating forecast for: JBI [2025-10-09T00:06:27.445563] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBI' from 'https://tdm.silogroup.org/data/derivative_storage/JBI.csv'. [2025-10-09T00:06:27.456106] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JBI'. [2025-10-09T00:06:27.456442] [INFO ] [FORECASTER] Starting predict_future for JBI [2025-10-09T00:06:27.482300] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:27.483113] [DEBUG] [LOCAL ] No optimal features file found for JBI: ./output/feature-sets/JBI.txt [2025-10-09T00:06:27.483193] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:27.483244] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:27.483307] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:27.483405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:27.501617] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:27.502268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:27.502374] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:27.502445] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:27.540326] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:27.540436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:27.540479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:27.540513] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:27.543790] [DEBUG] [FORECASTER] JBI: Forecast T+1@11:T+2@11: DOWN (p=48.68%) [2025-10-09T00:06:27.544071] [INFO ] [FORECASTER] Completed predict_future for JBI [2025-10-09T00:06:27.544215] [INFO ] [sig ] JBI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:27.692380] [INFO ] [LOCAL ] Saved forecast: JBI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JBI.txt [2025-10-09T00:06:27.692698] [WARN ] [sig ] [1076/2211] Failed JBI after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:27.692777] [INFO ] [sig ] [1077/2211] Forecasting JBL... [2025-10-09T00:06:27.692848] [INFO ] [sig ] Generating forecast for: JBL [2025-10-09T00:06:27.692991] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBL' from 'https://tdm.silogroup.org/data/derivative_storage/JBL.csv'. [2025-10-09T00:06:27.703276] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JBL'. [2025-10-09T00:06:27.703608] [INFO ] [FORECASTER] Starting predict_future for JBL [2025-10-09T00:06:27.729216] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:27.730138] [DEBUG] [LOCAL ] No optimal features file found for JBL: ./output/feature-sets/JBL.txt [2025-10-09T00:06:27.730218] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:27.730305] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:27.730391] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:27.730507] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:27.748549] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:27.749201] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:27.749334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:27.749407] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:27.787505] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:27.787611] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:27.787687] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:27.787753] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:27.791070] [DEBUG] [FORECASTER] JBL: Forecast T+1@11:T+2@11: UP (p=88.81%) [2025-10-09T00:06:27.791357] [INFO ] [FORECASTER] Completed predict_future for JBL [2025-10-09T00:06:27.791498] [INFO ] [sig ] JBL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:27.938266] [INFO ] [LOCAL ] Saved forecast: JBL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JBL.txt [2025-10-09T00:06:27.938598] [WARN ] [sig ] [1077/2211] Failed JBL after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:27.938706] [INFO ] [sig ] [1078/2211] Forecasting JBND... [2025-10-09T00:06:27.938791] [INFO ] [sig ] Generating forecast for: JBND [2025-10-09T00:06:27.938878] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBND' from 'https://tdm.silogroup.org/data/derivative_storage/JBND.csv'. [2025-10-09T00:06:27.949004] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JBND'. [2025-10-09T00:06:27.949370] [INFO ] [FORECASTER] Starting predict_future for JBND [2025-10-09T00:06:27.980112] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:27.981031] [DEBUG] [LOCAL ] No optimal features file found for JBND: ./output/feature-sets/JBND.txt [2025-10-09T00:06:27.981112] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:27.981186] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:27.981257] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:27.981358] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:27.999598] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:28.000242] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:28.000350] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:28.000422] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:28.037416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:28.037536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:28.037577] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:28.037610] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:28.040921] [DEBUG] [FORECASTER] JBND: Forecast T+1@11:T+2@11: DOWN (p=1.00%) [2025-10-09T00:06:28.041210] [INFO ] [FORECASTER] Completed predict_future for JBND [2025-10-09T00:06:28.041355] [INFO ] [sig ] JBND: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:28.189098] [INFO ] [LOCAL ] Saved forecast: JBND 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JBND.txt [2025-10-09T00:06:28.189420] [WARN ] [sig ] [1078/2211] Failed JBND after 0.3s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:28.189506] [INFO ] [sig ] [1079/2211] Forecasting JCE... [2025-10-09T00:06:28.189586] [INFO ] [sig ] Generating forecast for: JCE [2025-10-09T00:06:28.189706] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JCE' from 'https://tdm.silogroup.org/data/derivative_storage/JCE.csv'. [2025-10-09T00:06:28.200853] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JCE'. [2025-10-09T00:06:28.201192] [INFO ] [FORECASTER] Starting predict_future for JCE [2025-10-09T00:06:28.227370] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:28.228209] [DEBUG] [LOCAL ] No optimal features file found for JCE: ./output/feature-sets/JCE.txt [2025-10-09T00:06:28.228291] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:28.228375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:28.228446] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:28.228546] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:28.246779] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:28.247400] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:28.247508] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:28.247580] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:28.290694] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:28.290831] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:28.290960] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:28.291019] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:28.294396] [DEBUG] [FORECASTER] JCE: Forecast T+1@11:T+2@11: UP (p=60.14%) [2025-10-09T00:06:28.294722] [INFO ] [FORECASTER] Completed predict_future for JCE [2025-10-09T00:06:28.294882] [INFO ] [sig ] JCE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:28.444328] [INFO ] [LOCAL ] Saved forecast: JCE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JCE.txt [2025-10-09T00:06:28.444660] [WARN ] [sig ] [1079/2211] Failed JCE after 0.3s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:28.444740] [INFO ] [sig ] [1080/2211] Forecasting JCI... [2025-10-09T00:06:28.444824] [INFO ] [sig ] Generating forecast for: JCI [2025-10-09T00:06:28.444912] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JCI' from 'https://tdm.silogroup.org/data/derivative_storage/JCI.csv'. [2025-10-09T00:06:28.455041] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JCI'. [2025-10-09T00:06:28.455371] [INFO ] [FORECASTER] Starting predict_future for JCI [2025-10-09T00:06:28.481231] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:28.482080] [DEBUG] [LOCAL ] No optimal features file found for JCI: ./output/feature-sets/JCI.txt [2025-10-09T00:06:28.482161] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:28.482234] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:28.482331] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:28.482464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:28.500726] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:28.501360] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:28.501471] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:28.501558] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:28.538221] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:28.538323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:28.538363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:28.538396] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:28.541731] [DEBUG] [FORECASTER] JCI: Forecast T+1@11:T+2@11: DOWN (p=10.10%) [2025-10-09T00:06:28.542015] [INFO ] [FORECASTER] Completed predict_future for JCI [2025-10-09T00:06:28.542161] [INFO ] [sig ] JCI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:28.696697] [INFO ] [LOCAL ] Saved forecast: JCI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JCI.txt [2025-10-09T00:06:28.697044] [WARN ] [sig ] [1080/2211] Failed JCI after 0.3s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:28.697130] [INFO ] [sig ] [1081/2211] Forecasting JEF... [2025-10-09T00:06:28.697202] [INFO ] [sig ] Generating forecast for: JEF [2025-10-09T00:06:28.697304] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JEF' from 'https://tdm.silogroup.org/data/derivative_storage/JEF.csv'. [2025-10-09T00:06:28.708890] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JEF'. [2025-10-09T00:06:28.709323] [INFO ] [FORECASTER] Starting predict_future for JEF [2025-10-09T00:06:28.734615] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:28.735372] [DEBUG] [LOCAL ] No optimal features file found for JEF: ./output/feature-sets/JEF.txt [2025-10-09T00:06:28.735451] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:28.735523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:28.735608] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:28.735734] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:28.753019] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:28.753586] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:28.753718] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:28.753788] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:28.790295] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:28.790413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:28.790455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:28.790488] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:28.793718] [DEBUG] [FORECASTER] JEF: Forecast T+1@11:T+2@11: DOWN (p=13.68%) [2025-10-09T00:06:28.794002] [INFO ] [FORECASTER] Completed predict_future for JEF [2025-10-09T00:06:28.794144] [INFO ] [sig ] JEF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:28.933488] [INFO ] [LOCAL ] Saved forecast: JEF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JEF.txt [2025-10-09T00:06:28.933778] [WARN ] [sig ] [1081/2211] Failed JEF after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:28.933857] [INFO ] [sig ] [1082/2211] Forecasting JELD... [2025-10-09T00:06:28.933927] [INFO ] [sig ] Generating forecast for: JELD [2025-10-09T00:06:28.933997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JELD' from 'https://tdm.silogroup.org/data/derivative_storage/JELD.csv'. [2025-10-09T00:06:28.944329] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JELD'. [2025-10-09T00:06:28.944723] [INFO ] [FORECASTER] Starting predict_future for JELD [2025-10-09T00:06:28.969873] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:28.970668] [DEBUG] [LOCAL ] No optimal features file found for JELD: ./output/feature-sets/JELD.txt [2025-10-09T00:06:28.970747] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:28.970835] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:28.970915] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:28.971027] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:28.988246] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:28.988906] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:28.989012] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:28.989094] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:29.023869] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:29.023977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:29.024019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:29.024051] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:29.027258] [DEBUG] [FORECASTER] JELD: Forecast T+1@11:T+2@11: UP (p=66.36%) [2025-10-09T00:06:29.027536] [INFO ] [FORECASTER] Completed predict_future for JELD [2025-10-09T00:06:29.027705] [INFO ] [sig ] JELD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:29.166344] [INFO ] [LOCAL ] Saved forecast: JELD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JELD.txt [2025-10-09T00:06:29.166593] [WARN ] [sig ] [1082/2211] Failed JELD after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:29.166711] [INFO ] [sig ] [1083/2211] Forecasting JEQ... [2025-10-09T00:06:29.166793] [INFO ] [sig ] Generating forecast for: JEQ [2025-10-09T00:06:29.166880] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JEQ' from 'https://tdm.silogroup.org/data/derivative_storage/JEQ.csv'. [2025-10-09T00:06:29.176765] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JEQ'. [2025-10-09T00:06:29.177126] [INFO ] [FORECASTER] Starting predict_future for JEQ [2025-10-09T00:06:29.202246] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:29.203031] [DEBUG] [LOCAL ] No optimal features file found for JEQ: ./output/feature-sets/JEQ.txt [2025-10-09T00:06:29.203108] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:29.203192] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:29.203272] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:29.203394] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:29.220800] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:29.221405] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:29.221507] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:29.221587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:29.257055] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:29.257189] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:29.257232] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:29.257265] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:29.260637] [DEBUG] [FORECASTER] JEQ: Forecast T+1@11:T+2@11: DOWN (p=43.58%) [2025-10-09T00:06:29.260949] [INFO ] [FORECASTER] Completed predict_future for JEQ [2025-10-09T00:06:29.261091] [INFO ] [sig ] JEQ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:29.403816] [INFO ] [LOCAL ] Saved forecast: JEQ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JEQ.txt [2025-10-09T00:06:29.404080] [WARN ] [sig ] [1083/2211] Failed JEQ after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:29.404174] [INFO ] [sig ] [1084/2211] Forecasting JFR... [2025-10-09T00:06:29.404258] [INFO ] [sig ] Generating forecast for: JFR [2025-10-09T00:06:29.404340] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JFR' from 'https://tdm.silogroup.org/data/derivative_storage/JFR.csv'. [2025-10-09T00:06:29.415700] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JFR'. [2025-10-09T00:06:29.416122] [INFO ] [FORECASTER] Starting predict_future for JFR [2025-10-09T00:06:29.442378] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:29.443225] [DEBUG] [LOCAL ] No optimal features file found for JFR: ./output/feature-sets/JFR.txt [2025-10-09T00:06:29.443303] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:29.443375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:29.443443] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:29.443540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:29.461027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:29.461932] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:29.462045] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:29.462116] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:29.497833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:29.498037] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:29.498087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:29.498121] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:29.501819] [DEBUG] [FORECASTER] JFR: Forecast T+1@11:T+2@11: DOWN (p=1.29%) [2025-10-09T00:06:29.502137] [INFO ] [FORECASTER] Completed predict_future for JFR [2025-10-09T00:06:29.502292] [INFO ] [sig ] JFR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:29.644926] [INFO ] [LOCAL ] Saved forecast: JFR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JFR.txt [2025-10-09T00:06:29.645291] [WARN ] [sig ] [1084/2211] Failed JFR after 0.2s | 4.38 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:29.645390] [INFO ] [sig ] [1085/2211] Forecasting JGH... [2025-10-09T00:06:29.645493] [INFO ] [sig ] Generating forecast for: JGH [2025-10-09T00:06:29.645571] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JGH' from 'https://tdm.silogroup.org/data/derivative_storage/JGH.csv'. [2025-10-09T00:06:29.656093] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JGH'. [2025-10-09T00:06:29.656417] [INFO ] [FORECASTER] Starting predict_future for JGH [2025-10-09T00:06:29.683711] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:29.684800] [DEBUG] [LOCAL ] No optimal features file found for JGH: ./output/feature-sets/JGH.txt [2025-10-09T00:06:29.684885] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:29.684960] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:29.685045] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:29.685157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:29.704721] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:29.705849] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:29.705980] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:29.706075] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:29.744884] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:29.745135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:29.745237] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:29.745317] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:29.749540] [DEBUG] [FORECASTER] JGH: Forecast T+1@11:T+2@11: UP (p=54.87%) [2025-10-09T00:06:29.749896] [INFO ] [FORECASTER] Completed predict_future for JGH [2025-10-09T00:06:29.750063] [INFO ] [sig ] JGH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:29.912074] [INFO ] [LOCAL ] Saved forecast: JGH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JGH.txt [2025-10-09T00:06:29.912433] [WARN ] [sig ] [1085/2211] Failed JGH after 0.3s | 4.37 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:29.912517] [INFO ] [sig ] [1086/2211] Forecasting JHG... [2025-10-09T00:06:29.912601] [INFO ] [sig ] Generating forecast for: JHG [2025-10-09T00:06:29.912708] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHG' from 'https://tdm.silogroup.org/data/derivative_storage/JHG.csv'. [2025-10-09T00:06:29.923058] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JHG'. [2025-10-09T00:06:29.923425] [INFO ] [FORECASTER] Starting predict_future for JHG [2025-10-09T00:06:29.948635] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:29.949508] [DEBUG] [LOCAL ] No optimal features file found for JHG: ./output/feature-sets/JHG.txt [2025-10-09T00:06:29.949587] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:29.949694] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:29.949777] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:29.949889] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:29.967180] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:29.967927] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:29.968035] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:29.968120] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:30.003815] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:30.003933] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:30.003989] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:30.004023] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:30.007204] [DEBUG] [FORECASTER] JHG: Forecast T+1@11:T+2@11: DOWN (p=16.45%) [2025-10-09T00:06:30.007484] [INFO ] [FORECASTER] Completed predict_future for JHG [2025-10-09T00:06:30.007623] [INFO ] [sig ] JHG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:30.148282] [INFO ] [LOCAL ] Saved forecast: JHG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JHG.txt [2025-10-09T00:06:30.148636] [WARN ] [sig ] [1086/2211] Failed JHG after 0.2s | 4.37 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:30.148749] [INFO ] [sig ] [1087/2211] Forecasting JHI... [2025-10-09T00:06:30.148833] [INFO ] [sig ] Generating forecast for: JHI [2025-10-09T00:06:30.148917] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHI' from 'https://tdm.silogroup.org/data/derivative_storage/JHI.csv'. [2025-10-09T00:06:30.158731] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JHI'. [2025-10-09T00:06:30.159059] [INFO ] [FORECASTER] Starting predict_future for JHI [2025-10-09T00:06:30.185020] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:30.185877] [DEBUG] [LOCAL ] No optimal features file found for JHI: ./output/feature-sets/JHI.txt [2025-10-09T00:06:30.185956] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:30.186043] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:30.186134] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:30.186311] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:30.204845] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:30.205635] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:30.205771] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:30.205861] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:30.241025] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:30.241187] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:30.241230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:30.241264] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:30.244698] [DEBUG] [FORECASTER] JHI: Forecast T+1@11:T+2@11: UP (p=94.58%) [2025-10-09T00:06:30.244992] [INFO ] [FORECASTER] Completed predict_future for JHI [2025-10-09T00:06:30.245132] [INFO ] [sig ] JHI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:30.398855] [INFO ] [LOCAL ] Saved forecast: JHI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JHI.txt [2025-10-09T00:06:30.399199] [WARN ] [sig ] [1087/2211] Failed JHI after 0.3s | 4.37 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:30.399299] [INFO ] [sig ] [1088/2211] Forecasting JHS... [2025-10-09T00:06:30.399385] [INFO ] [sig ] Generating forecast for: JHS [2025-10-09T00:06:30.399471] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHS' from 'https://tdm.silogroup.org/data/derivative_storage/JHS.csv'. [2025-10-09T00:06:30.409384] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JHS'. [2025-10-09T00:06:30.409896] [INFO ] [FORECASTER] Starting predict_future for JHS [2025-10-09T00:06:30.436904] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:30.437762] [DEBUG] [LOCAL ] No optimal features file found for JHS: ./output/feature-sets/JHS.txt [2025-10-09T00:06:30.437841] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:30.437916] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:30.437986] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:30.438102] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:30.455480] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:30.456154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:30.456291] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:30.456367] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:30.496401] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:30.496617] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:30.496837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:30.496894] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:30.500492] [DEBUG] [FORECASTER] JHS: Forecast T+1@11:T+2@11: UP (p=97.44%) [2025-10-09T00:06:30.500828] [INFO ] [FORECASTER] Completed predict_future for JHS [2025-10-09T00:06:30.500989] [INFO ] [sig ] JHS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:30.650022] [INFO ] [LOCAL ] Saved forecast: JHS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JHS.txt [2025-10-09T00:06:30.650304] [WARN ] [sig ] [1088/2211] Failed JHS after 0.3s | 4.37 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T00:06:30.650382] [INFO ] [sig ] [1089/2211] Forecasting JHX... [2025-10-09T00:06:30.650453] [INFO ] [sig ] Generating forecast for: JHX [2025-10-09T00:06:30.650525] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHX' from 'https://tdm.silogroup.org/data/derivative_storage/JHX.csv'. [2025-10-09T00:06:30.660542] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JHX'. [2025-10-09T00:06:30.660895] [INFO ] [FORECASTER] Starting predict_future for JHX [2025-10-09T00:06:30.687117] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:30.687943] [DEBUG] [LOCAL ] No optimal features file found for JHX: ./output/feature-sets/JHX.txt [2025-10-09T00:06:30.688023] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:30.688110] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:30.688195] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:30.688308] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:30.706772] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:30.707392] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:30.707498] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:30.707583] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:30.748439] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:30.748625] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:30.748747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:30.748807] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:30.752577] [DEBUG] [FORECASTER] JHX: Forecast T+1@11:T+2@11: UP (p=98.07%) [2025-10-09T00:06:30.752950] [INFO ] [FORECASTER] Completed predict_future for JHX [2025-10-09T00:06:30.753107] [INFO ] [sig ] JHX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:30.902596] [INFO ] [LOCAL ] Saved forecast: JHX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JHX.txt [2025-10-09T00:06:30.902887] [WARN ] [sig ] [1089/2211] Failed JHX after 0.3s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:30.902991] [INFO ] [sig ] [1090/2211] Forecasting JILL... [2025-10-09T00:06:30.903074] [INFO ] [sig ] Generating forecast for: JILL [2025-10-09T00:06:30.903157] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JILL' from 'https://tdm.silogroup.org/data/derivative_storage/JILL.csv'. [2025-10-09T00:06:30.915955] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JILL'. [2025-10-09T00:06:30.916470] [INFO ] [FORECASTER] Starting predict_future for JILL [2025-10-09T00:06:30.943270] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:30.944404] [DEBUG] [LOCAL ] No optimal features file found for JILL: ./output/feature-sets/JILL.txt [2025-10-09T00:06:30.944484] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:30.944555] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:30.944625] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:30.944752] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:30.963197] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:30.964422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:30.964540] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:30.964610] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:30.999607] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:30.999845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:30.999901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:30.999935] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:31.003535] [DEBUG] [FORECASTER] JILL: Forecast T+1@11:T+2@11: DOWN (p=25.27%) [2025-10-09T00:06:31.003900] [INFO ] [FORECASTER] Completed predict_future for JILL [2025-10-09T00:06:31.004097] [INFO ] [sig ] JILL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:31.146114] [INFO ] [LOCAL ] Saved forecast: JILL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JILL.txt [2025-10-09T00:06:31.146429] [WARN ] [sig ] [1090/2211] Failed JILL after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:31.146510] [INFO ] [sig ] [1091/2211] Forecasting JKS... [2025-10-09T00:06:31.146580] [INFO ] [sig ] Generating forecast for: JKS [2025-10-09T00:06:31.146676] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JKS' from 'https://tdm.silogroup.org/data/derivative_storage/JKS.csv'. [2025-10-09T00:06:31.157052] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JKS'. [2025-10-09T00:06:31.157412] [INFO ] [FORECASTER] Starting predict_future for JKS [2025-10-09T00:06:31.183010] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:31.183863] [DEBUG] [LOCAL ] No optimal features file found for JKS: ./output/feature-sets/JKS.txt [2025-10-09T00:06:31.183941] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:31.184011] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:31.184080] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:31.184176] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:31.201742] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:31.202334] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:31.202436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:31.202505] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:31.240118] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:31.240320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:31.240383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:31.240424] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:31.243987] [DEBUG] [FORECASTER] JKS: Forecast T+1@11:T+2@11: DOWN (p=1.62%) [2025-10-09T00:06:31.244285] [INFO ] [FORECASTER] Completed predict_future for JKS [2025-10-09T00:06:31.244425] [INFO ] [sig ] JKS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:31.390059] [INFO ] [LOCAL ] Saved forecast: JKS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JKS.txt [2025-10-09T00:06:31.390325] [WARN ] [sig ] [1091/2211] Failed JKS after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:31.390403] [INFO ] [sig ] [1092/2211] Forecasting JLL... [2025-10-09T00:06:31.390473] [INFO ] [sig ] Generating forecast for: JLL [2025-10-09T00:06:31.390543] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JLL' from 'https://tdm.silogroup.org/data/derivative_storage/JLL.csv'. [2025-10-09T00:06:31.400708] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JLL'. [2025-10-09T00:06:31.401035] [INFO ] [FORECASTER] Starting predict_future for JLL [2025-10-09T00:06:31.426635] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:31.427391] [DEBUG] [LOCAL ] No optimal features file found for JLL: ./output/feature-sets/JLL.txt [2025-10-09T00:06:31.427470] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:31.427541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:31.427611] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:31.427733] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:31.446090] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:31.446783] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:31.446889] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:31.446974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:31.485776] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:31.485920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:31.485966] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:31.486000] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:31.489444] [DEBUG] [FORECASTER] JLL: Forecast T+1@11:T+2@11: DOWN (p=27.28%) [2025-10-09T00:06:31.489803] [INFO ] [FORECASTER] Completed predict_future for JLL [2025-10-09T00:06:31.489962] [INFO ] [sig ] JLL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:31.636292] [INFO ] [LOCAL ] Saved forecast: JLL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JLL.txt [2025-10-09T00:06:31.636582] [WARN ] [sig ] [1092/2211] Failed JLL after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:31.636687] [INFO ] [sig ] [1093/2211] Forecasting JLS... [2025-10-09T00:06:31.636771] [INFO ] [sig ] Generating forecast for: JLS [2025-10-09T00:06:31.636856] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JLS' from 'https://tdm.silogroup.org/data/derivative_storage/JLS.csv'. [2025-10-09T00:06:31.646804] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JLS'. [2025-10-09T00:06:31.647140] [INFO ] [FORECASTER] Starting predict_future for JLS [2025-10-09T00:06:31.673173] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:31.673973] [DEBUG] [LOCAL ] No optimal features file found for JLS: ./output/feature-sets/JLS.txt [2025-10-09T00:06:31.674050] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:31.674122] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:31.674190] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:31.674286] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:31.692583] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:31.693225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:31.693330] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:31.693401] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:31.739398] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:31.739729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:31.739812] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:31.739873] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:31.744165] [DEBUG] [FORECASTER] JLS: Forecast T+1@11:T+2@11: DOWN (p=35.93%) [2025-10-09T00:06:31.744510] [INFO ] [FORECASTER] Completed predict_future for JLS [2025-10-09T00:06:31.744875] [INFO ] [sig ] JLS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:31.906624] [INFO ] [LOCAL ] Saved forecast: JLS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JLS.txt [2025-10-09T00:06:31.906940] [WARN ] [sig ] [1093/2211] Failed JLS after 0.3s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:31.907020] [INFO ] [sig ] [1094/2211] Forecasting JMIA... [2025-10-09T00:06:31.907090] [INFO ] [sig ] Generating forecast for: JMIA [2025-10-09T00:06:31.907161] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JMIA' from 'https://tdm.silogroup.org/data/derivative_storage/JMIA.csv'. [2025-10-09T00:06:31.917707] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JMIA'. [2025-10-09T00:06:31.918015] [INFO ] [FORECASTER] Starting predict_future for JMIA [2025-10-09T00:06:31.943907] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:31.944673] [DEBUG] [LOCAL ] No optimal features file found for JMIA: ./output/feature-sets/JMIA.txt [2025-10-09T00:06:31.944752] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:31.944827] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:31.944894] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:31.944971] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:31.963003] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:31.963633] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:31.963758] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:31.963831] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:31.998335] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:31.998462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:31.998504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:31.998537] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:32.001885] [DEBUG] [FORECASTER] JMIA: Forecast T+1@11:T+2@11: DOWN (p=47.77%) [2025-10-09T00:06:32.002173] [INFO ] [FORECASTER] Completed predict_future for JMIA [2025-10-09T00:06:32.002310] [INFO ] [sig ] JMIA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:32.145203] [INFO ] [LOCAL ] Saved forecast: JMIA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JMIA.txt [2025-10-09T00:06:32.145462] [WARN ] [sig ] [1094/2211] Failed JMIA after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:32.145540] [INFO ] [sig ] [1095/2211] Forecasting JNJ... [2025-10-09T00:06:32.145591] [INFO ] [sig ] Generating forecast for: JNJ [2025-10-09T00:06:32.145633] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JNJ' from 'https://tdm.silogroup.org/data/derivative_storage/JNJ.csv'. [2025-10-09T00:06:32.155697] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JNJ'. [2025-10-09T00:06:32.156049] [INFO ] [FORECASTER] Starting predict_future for JNJ [2025-10-09T00:06:32.181782] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:32.182555] [DEBUG] [LOCAL ] No optimal features file found for JNJ: ./output/feature-sets/JNJ.txt [2025-10-09T00:06:32.182633] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:32.182728] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:32.182801] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:32.182915] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:32.201636] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:32.202282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:32.202387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:32.202458] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:32.238221] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:32.238372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:32.238423] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:32.238462] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:32.241940] [DEBUG] [FORECASTER] JNJ: Forecast T+1@11:T+2@11: DOWN (p=15.78%) [2025-10-09T00:06:32.242234] [INFO ] [FORECASTER] Completed predict_future for JNJ [2025-10-09T00:06:32.242373] [INFO ] [sig ] JNJ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:32.388559] [INFO ] [LOCAL ] Saved forecast: JNJ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JNJ.txt [2025-10-09T00:06:32.388829] [WARN ] [sig ] [1095/2211] Failed JNJ after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:32.388907] [INFO ] [sig ] [1096/2211] Forecasting JOBY... [2025-10-09T00:06:32.388976] [INFO ] [sig ] Generating forecast for: JOBY [2025-10-09T00:06:32.389045] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JOBY' from 'https://tdm.silogroup.org/data/derivative_storage/JOBY.csv'. [2025-10-09T00:06:32.398928] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JOBY'. [2025-10-09T00:06:32.399218] [INFO ] [FORECASTER] Starting predict_future for JOBY [2025-10-09T00:06:32.424523] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:32.425274] [DEBUG] [LOCAL ] No optimal features file found for JOBY: ./output/feature-sets/JOBY.txt [2025-10-09T00:06:32.425351] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:32.425422] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:32.425489] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:32.425584] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:32.443601] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:32.444218] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:32.444321] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:32.444392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:32.479591] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:32.479722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:32.479780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:32.479819] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:32.483202] [DEBUG] [FORECASTER] JOBY: Forecast T+1@11:T+2@11: UP (p=67.67%) [2025-10-09T00:06:32.483480] [INFO ] [FORECASTER] Completed predict_future for JOBY [2025-10-09T00:06:32.483613] [INFO ] [sig ] JOBY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:32.632080] [INFO ] [LOCAL ] Saved forecast: JOBY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JOBY.txt [2025-10-09T00:06:32.632395] [WARN ] [sig ] [1096/2211] Failed JOBY after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T00:06:32.632476] [INFO ] [sig ] [1097/2211] Forecasting JOE... [2025-10-09T00:06:32.632559] [INFO ] [sig ] Generating forecast for: JOE [2025-10-09T00:06:32.632668] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JOE' from 'https://tdm.silogroup.org/data/derivative_storage/JOE.csv'. [2025-10-09T00:06:32.643673] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JOE'. [2025-10-09T00:06:32.644022] [INFO ] [FORECASTER] Starting predict_future for JOE [2025-10-09T00:06:32.670571] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:32.671351] [DEBUG] [LOCAL ] No optimal features file found for JOE: ./output/feature-sets/JOE.txt [2025-10-09T00:06:32.671430] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:32.671501] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:32.671568] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:32.671687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:32.689516] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:32.690267] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:32.690374] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:32.690445] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:32.725752] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:32.725896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:32.725940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:32.725975] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:32.729571] [DEBUG] [FORECASTER] JOE: Forecast T+1@11:T+2@11: UP (p=68.28%) [2025-10-09T00:06:32.729935] [INFO ] [FORECASTER] Completed predict_future for JOE [2025-10-09T00:06:32.730092] [INFO ] [sig ] JOE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:32.877366] [INFO ] [LOCAL ] Saved forecast: JOE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JOE.txt [2025-10-09T00:06:32.877692] [WARN ] [sig ] [1097/2211] Failed JOE after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:32.877774] [INFO ] [sig ] [1098/2211] Forecasting JOF... [2025-10-09T00:06:32.877844] [INFO ] [sig ] Generating forecast for: JOF [2025-10-09T00:06:32.877915] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JOF' from 'https://tdm.silogroup.org/data/derivative_storage/JOF.csv'. [2025-10-09T00:06:32.889565] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JOF'. [2025-10-09T00:06:32.889986] [INFO ] [FORECASTER] Starting predict_future for JOF [2025-10-09T00:06:32.915188] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:32.916036] [DEBUG] [LOCAL ] No optimal features file found for JOF: ./output/feature-sets/JOF.txt [2025-10-09T00:06:32.916114] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:32.916185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:32.916265] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:32.916404] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:32.933615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:32.934254] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:32.934359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:32.934439] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:32.967797] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:32.967919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:32.967960] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:32.967993] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:32.971297] [DEBUG] [FORECASTER] JOF: Forecast T+1@11:T+2@11: DOWN (p=4.43%) [2025-10-09T00:06:32.971583] [INFO ] [FORECASTER] Completed predict_future for JOF [2025-10-09T00:06:32.971751] [INFO ] [sig ] JOF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:33.111423] [INFO ] [LOCAL ] Saved forecast: JOF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JOF.txt [2025-10-09T00:06:33.111699] [WARN ] [sig ] [1098/2211] Failed JOF after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:33.111798] [INFO ] [sig ] [1099/2211] Forecasting JPC... [2025-10-09T00:06:33.111889] [INFO ] [sig ] Generating forecast for: JPC [2025-10-09T00:06:33.111962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JPC' from 'https://tdm.silogroup.org/data/derivative_storage/JPC.csv'. [2025-10-09T00:06:33.121393] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JPC'. [2025-10-09T00:06:33.121763] [INFO ] [FORECASTER] Starting predict_future for JPC [2025-10-09T00:06:33.146961] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:33.147740] [DEBUG] [LOCAL ] No optimal features file found for JPC: ./output/feature-sets/JPC.txt [2025-10-09T00:06:33.147819] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:33.147890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:33.147957] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:33.148056] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:33.165416] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:33.166040] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:33.166144] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:33.166213] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:33.200580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:33.200856] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:33.200920] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:33.200955] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:33.204160] [DEBUG] [FORECASTER] JPC: Forecast T+1@11:T+2@11: DOWN (p=6.79%) [2025-10-09T00:06:33.204440] [INFO ] [FORECASTER] Completed predict_future for JPC [2025-10-09T00:06:33.204572] [INFO ] [sig ] JPC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:33.344508] [INFO ] [LOCAL ] Saved forecast: JPC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JPC.txt [2025-10-09T00:06:33.344780] [WARN ] [sig ] [1099/2211] Failed JPC after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:33.344865] [INFO ] [sig ] [1100/2211] Forecasting JPM... [2025-10-09T00:06:33.344934] [INFO ] [sig ] Generating forecast for: JPM [2025-10-09T00:06:33.345004] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JPM' from 'https://tdm.silogroup.org/data/derivative_storage/JPM.csv'. [2025-10-09T00:06:33.354859] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JPM'. [2025-10-09T00:06:33.355175] [INFO ] [FORECASTER] Starting predict_future for JPM [2025-10-09T00:06:33.380521] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:33.381262] [DEBUG] [LOCAL ] No optimal features file found for JPM: ./output/feature-sets/JPM.txt [2025-10-09T00:06:33.381339] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:33.381409] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:33.381476] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:33.381576] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:33.398797] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:33.399395] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:33.399497] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:33.399566] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:33.427053] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:33.427147] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:33.427187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:33.427234] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:33.430368] [DEBUG] [FORECASTER] JPM: Forecast T+1@11:T+2@11: UP (p=51.70%) [2025-10-09T00:06:33.430639] [INFO ] [FORECASTER] Completed predict_future for JPM [2025-10-09T00:06:33.430835] [INFO ] [sig ] JPM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:33.570887] [INFO ] [LOCAL ] Saved forecast: JPM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JPM.txt [2025-10-09T00:06:33.571103] [WARN ] [sig ] [1100/2211] Failed JPM after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:33.571158] [INFO ] [sig ] [1101/2211] Forecasting JQC... [2025-10-09T00:06:33.571196] [INFO ] [sig ] Generating forecast for: JQC [2025-10-09T00:06:33.571237] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JQC' from 'https://tdm.silogroup.org/data/derivative_storage/JQC.csv'. [2025-10-09T00:06:33.581165] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JQC'. [2025-10-09T00:06:33.581487] [INFO ] [FORECASTER] Starting predict_future for JQC [2025-10-09T00:06:33.606760] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:33.607492] [DEBUG] [LOCAL ] No optimal features file found for JQC: ./output/feature-sets/JQC.txt [2025-10-09T00:06:33.607570] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:33.607668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:33.607747] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:33.607853] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:33.625440] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:33.626071] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:33.626173] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:33.626249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:33.650868] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:33.650961] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:33.651002] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:33.651035] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:33.654119] [DEBUG] [FORECASTER] JQC: Forecast T+1@11:T+2@11: DOWN (p=34.53%) [2025-10-09T00:06:33.654389] [INFO ] [FORECASTER] Completed predict_future for JQC [2025-10-09T00:06:33.654515] [INFO ] [sig ] JQC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:33.793167] [INFO ] [LOCAL ] Saved forecast: JQC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JQC.txt [2025-10-09T00:06:33.793388] [WARN ] [sig ] [1101/2211] Failed JQC after 0.2s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:33.793480] [INFO ] [sig ] [1102/2211] Forecasting JRI... [2025-10-09T00:06:33.793559] [INFO ] [sig ] Generating forecast for: JRI [2025-10-09T00:06:33.793627] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JRI' from 'https://tdm.silogroup.org/data/derivative_storage/JRI.csv'. [2025-10-09T00:06:33.803247] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JRI'. [2025-10-09T00:06:33.803584] [INFO ] [FORECASTER] Starting predict_future for JRI [2025-10-09T00:06:33.829021] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:33.829930] [DEBUG] [LOCAL ] No optimal features file found for JRI: ./output/feature-sets/JRI.txt [2025-10-09T00:06:33.830010] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:33.830088] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:33.830161] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:33.830263] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:33.851408] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:33.852562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:33.852700] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:33.852771] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:33.887469] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:33.887697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:33.887789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:33.887850] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:33.893150] [DEBUG] [FORECASTER] JRI: Forecast T+1@11:T+2@11: UP (p=60.45%) [2025-10-09T00:06:33.893551] [INFO ] [FORECASTER] Completed predict_future for JRI [2025-10-09T00:06:33.893767] [INFO ] [sig ] JRI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:34.059147] [INFO ] [LOCAL ] Saved forecast: JRI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/JRI.txt [2025-10-09T00:06:34.059514] [WARN ] [sig ] [1102/2211] Failed JRI after 0.3s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:34.059615] [INFO ] [sig ] [1103/2211] Forecasting JRS... [2025-10-09T00:06:34.059722] [INFO ] [sig ] Generating forecast for: JRS [2025-10-09T00:06:34.059811] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JRS' from 'https://tdm.silogroup.org/data/derivative_storage/JRS.csv'. [2025-10-09T00:06:34.072240] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JRS'. [2025-10-09T00:06:34.072783] [INFO ] [FORECASTER] Starting predict_future for JRS [2025-10-09T00:06:34.102120] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:34.103061] [DEBUG] [LOCAL ] No optimal features file found for JRS: ./output/feature-sets/JRS.txt [2025-10-09T00:06:34.103144] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:34.103221] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:34.103306] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:34.103420] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:34.132172] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:34.133339] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:34.133484] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:34.133583] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:34.182671] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:34.182902] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:34.182960] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:34.183002] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:34.187096] [DEBUG] [FORECASTER] JRS: Forecast T+1@11:T+2@11: DOWN (p=8.54%) [2025-10-09T00:06:34.187477] [INFO ] [FORECASTER] Completed predict_future for JRS [2025-10-09T00:06:34.187682] [INFO ] [sig ] JRS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:34.372399] [INFO ] [LOCAL ] Saved forecast: JRS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JRS.txt [2025-10-09T00:06:34.372811] [WARN ] [sig ] [1103/2211] Failed JRS after 0.3s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:34.372915] [INFO ] [sig ] [1104/2211] Forecasting JXN... [2025-10-09T00:06:34.373005] [INFO ] [sig ] Generating forecast for: JXN [2025-10-09T00:06:34.373100] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JXN' from 'https://tdm.silogroup.org/data/derivative_storage/JXN.csv'. [2025-10-09T00:06:34.393814] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'JXN'. [2025-10-09T00:06:34.394508] [INFO ] [FORECASTER] Starting predict_future for JXN [2025-10-09T00:06:34.432085] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:34.433341] [DEBUG] [LOCAL ] No optimal features file found for JXN: ./output/feature-sets/JXN.txt [2025-10-09T00:06:34.433444] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:34.433524] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:34.433574] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:34.433711] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:34.459347] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:34.460617] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:34.460796] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:34.460908] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:34.500055] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:34.500292] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:34.500347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:34.500385] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:34.504867] [DEBUG] [FORECASTER] JXN: Forecast T+1@11:T+2@11: DOWN (p=25.06%) [2025-10-09T00:06:34.505285] [INFO ] [FORECASTER] Completed predict_future for JXN [2025-10-09T00:06:34.505460] [INFO ] [sig ] JXN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:34.744012] [INFO ] [LOCAL ] Saved forecast: JXN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/JXN.txt [2025-10-09T00:06:34.744453] [WARN ] [sig ] [1104/2211] Failed JXN after 0.4s | 4.37 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:34.744580] [INFO ] [sig ] [1105/2211] Forecasting K... [2025-10-09T00:06:34.744709] [INFO ] [sig ] Generating forecast for: K [2025-10-09T00:06:34.744801] [DEBUG] [REMOTE ] Fetching historical data for symbol 'K' from 'https://tdm.silogroup.org/data/derivative_storage/K.csv'. [2025-10-09T00:06:34.759479] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'K'. [2025-10-09T00:06:34.760146] [INFO ] [FORECASTER] Starting predict_future for K [2025-10-09T00:06:34.803383] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:34.804817] [DEBUG] [LOCAL ] No optimal features file found for K: ./output/feature-sets/K.txt [2025-10-09T00:06:34.804924] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:34.805011] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:34.805094] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:34.805205] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:34.834997] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:34.836326] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:34.836524] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:34.836590] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:34.894132] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:34.894415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:34.894519] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:34.894590] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:34.901735] [DEBUG] [FORECASTER] K: Forecast T+1@11:T+2@11: DOWN (p=21.78%) [2025-10-09T00:06:34.902393] [INFO ] [FORECASTER] Completed predict_future for K [2025-10-09T00:06:34.902626] [INFO ] [sig ] K: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:35.082496] [INFO ] [LOCAL ] Saved forecast: K 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/K.txt [2025-10-09T00:06:35.082832] [WARN ] [sig ] [1105/2211] Failed K after 0.3s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:35.082921] [INFO ] [sig ] [1106/2211] Forecasting KAI... [2025-10-09T00:06:35.082992] [INFO ] [sig ] Generating forecast for: KAI [2025-10-09T00:06:35.083063] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KAI' from 'https://tdm.silogroup.org/data/derivative_storage/KAI.csv'. [2025-10-09T00:06:35.099039] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KAI'. [2025-10-09T00:06:35.099700] [INFO ] [FORECASTER] Starting predict_future for KAI [2025-10-09T00:06:35.130493] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:35.131540] [DEBUG] [LOCAL ] No optimal features file found for KAI: ./output/feature-sets/KAI.txt [2025-10-09T00:06:35.131668] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:35.131790] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:35.131874] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:35.132026] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:35.154495] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:35.155878] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:35.156036] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:35.156126] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:35.189072] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:35.189291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:35.189357] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:35.189397] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:35.193144] [DEBUG] [FORECASTER] KAI: Forecast T+1@11:T+2@11: UP (p=63.07%) [2025-10-09T00:06:35.193447] [INFO ] [FORECASTER] Completed predict_future for KAI [2025-10-09T00:06:35.193590] [INFO ] [sig ] KAI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:35.360704] [INFO ] [LOCAL ] Saved forecast: KAI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KAI.txt [2025-10-09T00:06:35.361033] [WARN ] [sig ] [1106/2211] Failed KAI after 0.3s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:35.361118] [INFO ] [sig ] [1107/2211] Forecasting KAR... [2025-10-09T00:06:35.361202] [INFO ] [sig ] Generating forecast for: KAR [2025-10-09T00:06:35.361288] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KAR' from 'https://tdm.silogroup.org/data/derivative_storage/KAR.csv'. [2025-10-09T00:06:35.372340] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KAR'. [2025-10-09T00:06:35.372798] [INFO ] [FORECASTER] Starting predict_future for KAR [2025-10-09T00:06:35.404798] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:35.405751] [DEBUG] [LOCAL ] No optimal features file found for KAR: ./output/feature-sets/KAR.txt [2025-10-09T00:06:35.405831] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:35.405915] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:35.405993] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:35.406090] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:35.424219] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:35.424948] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:35.425054] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:35.425124] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:35.455465] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:35.455707] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:35.455798] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:35.455863] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:35.459687] [DEBUG] [FORECASTER] KAR: Forecast T+1@11:T+2@11: UP (p=94.94%) [2025-10-09T00:06:35.460035] [INFO ] [FORECASTER] Completed predict_future for KAR [2025-10-09T00:06:35.460182] [INFO ] [sig ] KAR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:35.613329] [INFO ] [LOCAL ] Saved forecast: KAR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KAR.txt [2025-10-09T00:06:35.613700] [WARN ] [sig ] [1107/2211] Failed KAR after 0.3s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:35.613784] [INFO ] [sig ] [1108/2211] Forecasting KB... [2025-10-09T00:06:35.613873] [INFO ] [sig ] Generating forecast for: KB [2025-10-09T00:06:35.613962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KB' from 'https://tdm.silogroup.org/data/derivative_storage/KB.csv'. [2025-10-09T00:06:35.624898] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KB'. [2025-10-09T00:06:35.625303] [INFO ] [FORECASTER] Starting predict_future for KB [2025-10-09T00:06:35.651468] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:35.652297] [DEBUG] [LOCAL ] No optimal features file found for KB: ./output/feature-sets/KB.txt [2025-10-09T00:06:35.652378] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:35.652455] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:35.652524] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:35.652624] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:35.671255] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:35.671931] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:35.672038] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:35.672108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:35.703618] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:35.703793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:35.703843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:35.703880] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:35.707428] [DEBUG] [FORECASTER] KB: Forecast T+1@11:T+2@11: UP (p=63.88%) [2025-10-09T00:06:35.707778] [INFO ] [FORECASTER] Completed predict_future for KB [2025-10-09T00:06:35.707933] [INFO ] [sig ] KB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:35.850562] [INFO ] [LOCAL ] Saved forecast: KB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KB.txt [2025-10-09T00:06:35.850843] [WARN ] [sig ] [1108/2211] Failed KB after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:35.850923] [INFO ] [sig ] [1109/2211] Forecasting KBDC... [2025-10-09T00:06:35.850971] [INFO ] [sig ] Generating forecast for: KBDC [2025-10-09T00:06:35.851009] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KBDC' from 'https://tdm.silogroup.org/data/derivative_storage/KBDC.csv'. [2025-10-09T00:06:35.860929] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KBDC'. [2025-10-09T00:06:35.861240] [INFO ] [FORECASTER] Starting predict_future for KBDC [2025-10-09T00:06:35.886853] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:35.887663] [DEBUG] [LOCAL ] No optimal features file found for KBDC: ./output/feature-sets/KBDC.txt [2025-10-09T00:06:35.887743] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:35.887816] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:35.887884] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:35.887982] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:35.906186] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:35.906861] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:35.906980] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:35.907051] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:35.943764] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:35.943972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:35.944023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:35.944058] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:35.947904] [DEBUG] [FORECASTER] KBDC: Forecast T+1@11:T+2@11: DOWN (p=4.70%) [2025-10-09T00:06:35.948209] [INFO ] [FORECASTER] Completed predict_future for KBDC [2025-10-09T00:06:35.948360] [INFO ] [sig ] KBDC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:36.089879] [INFO ] [LOCAL ] Saved forecast: KBDC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KBDC.txt [2025-10-09T00:06:36.090164] [WARN ] [sig ] [1109/2211] Failed KBDC after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:36.090242] [INFO ] [sig ] [1110/2211] Forecasting KBH... [2025-10-09T00:06:36.090312] [INFO ] [sig ] Generating forecast for: KBH [2025-10-09T00:06:36.090383] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KBH' from 'https://tdm.silogroup.org/data/derivative_storage/KBH.csv'. [2025-10-09T00:06:36.099830] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KBH'. [2025-10-09T00:06:36.100145] [INFO ] [FORECASTER] Starting predict_future for KBH [2025-10-09T00:06:36.125407] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:36.126215] [DEBUG] [LOCAL ] No optimal features file found for KBH: ./output/feature-sets/KBH.txt [2025-10-09T00:06:36.126293] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:36.126364] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:36.126432] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:36.126589] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:36.143851] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:36.144455] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:36.144561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:36.144663] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:36.179402] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:36.179507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:36.179550] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:36.179586] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:36.182933] [DEBUG] [FORECASTER] KBH: Forecast T+1@11:T+2@11: DOWN (p=20.41%) [2025-10-09T00:06:36.183220] [INFO ] [FORECASTER] Completed predict_future for KBH [2025-10-09T00:06:36.183360] [INFO ] [sig ] KBH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:36.323755] [INFO ] [LOCAL ] Saved forecast: KBH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KBH.txt [2025-10-09T00:06:36.324036] [WARN ] [sig ] [1110/2211] Failed KBH after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:36.324134] [INFO ] [sig ] [1111/2211] Forecasting KBR... [2025-10-09T00:06:36.324216] [INFO ] [sig ] Generating forecast for: KBR [2025-10-09T00:06:36.324310] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KBR' from 'https://tdm.silogroup.org/data/derivative_storage/KBR.csv'. [2025-10-09T00:06:36.334781] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KBR'. [2025-10-09T00:06:36.335100] [INFO ] [FORECASTER] Starting predict_future for KBR [2025-10-09T00:06:36.360733] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:36.361467] [DEBUG] [LOCAL ] No optimal features file found for KBR: ./output/feature-sets/KBR.txt [2025-10-09T00:06:36.361544] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:36.361615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:36.361701] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:36.361800] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:36.378952] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:36.379563] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:36.379688] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:36.379760] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:36.413796] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:36.413895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:36.413937] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:36.413971] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:36.417095] [DEBUG] [FORECASTER] KBR: Forecast T+1@11:T+2@11: DOWN (p=30.22%) [2025-10-09T00:06:36.417379] [INFO ] [FORECASTER] Completed predict_future for KBR [2025-10-09T00:06:36.417522] [INFO ] [sig ] KBR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:36.559681] [INFO ] [LOCAL ] Saved forecast: KBR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KBR.txt [2025-10-09T00:06:36.560027] [WARN ] [sig ] [1111/2211] Failed KBR after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:36.560108] [INFO ] [sig ] [1112/2211] Forecasting KD... [2025-10-09T00:06:36.560178] [INFO ] [sig ] Generating forecast for: KD [2025-10-09T00:06:36.560249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KD' from 'https://tdm.silogroup.org/data/derivative_storage/KD.csv'. [2025-10-09T00:06:36.570609] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KD'. [2025-10-09T00:06:36.570941] [INFO ] [FORECASTER] Starting predict_future for KD [2025-10-09T00:06:36.596584] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:36.597417] [DEBUG] [LOCAL ] No optimal features file found for KD: ./output/feature-sets/KD.txt [2025-10-09T00:06:36.597496] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:36.597566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:36.597635] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:36.597756] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:36.615369] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:36.615988] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:36.616090] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:36.616159] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:36.655180] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:36.655288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:36.655329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:36.655362] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:36.658523] [DEBUG] [FORECASTER] KD: Forecast T+1@11:T+2@11: DOWN (p=22.27%) [2025-10-09T00:06:36.658837] [INFO ] [FORECASTER] Completed predict_future for KD [2025-10-09T00:06:36.658995] [INFO ] [sig ] KD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:36.799883] [INFO ] [LOCAL ] Saved forecast: KD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KD.txt [2025-10-09T00:06:36.800158] [WARN ] [sig ] [1112/2211] Failed KD after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T00:06:36.800235] [INFO ] [sig ] [1113/2211] Forecasting KEN... [2025-10-09T00:06:36.800313] [INFO ] [sig ] Generating forecast for: KEN [2025-10-09T00:06:36.800385] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEN' from 'https://tdm.silogroup.org/data/derivative_storage/KEN.csv'. [2025-10-09T00:06:36.809496] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KEN'. [2025-10-09T00:06:36.809821] [INFO ] [FORECASTER] Starting predict_future for KEN [2025-10-09T00:06:36.835119] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:36.835918] [DEBUG] [LOCAL ] No optimal features file found for KEN: ./output/feature-sets/KEN.txt [2025-10-09T00:06:36.835996] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:36.836097] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:36.836183] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:36.836297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:36.854283] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:36.854937] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:36.855052] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:36.855136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:36.889189] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:36.889310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:36.889363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:36.889397] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:36.892538] [DEBUG] [FORECASTER] KEN: Forecast T+1@11:T+2@11: DOWN (p=21.60%) [2025-10-09T00:06:36.892847] [INFO ] [FORECASTER] Completed predict_future for KEN [2025-10-09T00:06:36.893004] [INFO ] [sig ] KEN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:37.035428] [INFO ] [LOCAL ] Saved forecast: KEN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KEN.txt [2025-10-09T00:06:37.035704] [WARN ] [sig ] [1113/2211] Failed KEN after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:37.035785] [INFO ] [sig ] [1114/2211] Forecasting KEP... [2025-10-09T00:06:37.035860] [INFO ] [sig ] Generating forecast for: KEP [2025-10-09T00:06:37.035931] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEP' from 'https://tdm.silogroup.org/data/derivative_storage/KEP.csv'. [2025-10-09T00:06:37.046270] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KEP'. [2025-10-09T00:06:37.046574] [INFO ] [FORECASTER] Starting predict_future for KEP [2025-10-09T00:06:37.073168] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:37.073978] [DEBUG] [LOCAL ] No optimal features file found for KEP: ./output/feature-sets/KEP.txt [2025-10-09T00:06:37.074057] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:37.074143] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:37.074229] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:37.074354] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:37.092305] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:37.092953] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:37.093058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:37.093139] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:37.129310] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:37.129402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:37.129443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:37.129478] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:37.132707] [DEBUG] [FORECASTER] KEP: Forecast T+1@11:T+2@11: UP (p=69.38%) [2025-10-09T00:06:37.132987] [INFO ] [FORECASTER] Completed predict_future for KEP [2025-10-09T00:06:37.133129] [INFO ] [sig ] KEP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:37.274687] [INFO ] [LOCAL ] Saved forecast: KEP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KEP.txt [2025-10-09T00:06:37.274956] [WARN ] [sig ] [1114/2211] Failed KEP after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:37.275035] [INFO ] [sig ] [1115/2211] Forecasting KEX... [2025-10-09T00:06:37.275189] [INFO ] [sig ] Generating forecast for: KEX [2025-10-09T00:06:37.275261] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEX' from 'https://tdm.silogroup.org/data/derivative_storage/KEX.csv'. [2025-10-09T00:06:37.285721] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KEX'. [2025-10-09T00:06:37.286112] [INFO ] [FORECASTER] Starting predict_future for KEX [2025-10-09T00:06:37.311970] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:37.312755] [DEBUG] [LOCAL ] No optimal features file found for KEX: ./output/feature-sets/KEX.txt [2025-10-09T00:06:37.312835] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:37.312904] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:37.312973] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:37.313077] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:37.331300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:37.331964] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:37.332073] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:37.332143] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:37.369726] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:37.369819] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:37.369862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:37.369896] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:37.373041] [DEBUG] [FORECASTER] KEX: Forecast T+1@11:T+2@11: DOWN (p=45.32%) [2025-10-09T00:06:37.373319] [INFO ] [FORECASTER] Completed predict_future for KEX [2025-10-09T00:06:37.373461] [INFO ] [sig ] KEX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:37.513942] [INFO ] [LOCAL ] Saved forecast: KEX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KEX.txt [2025-10-09T00:06:37.514233] [WARN ] [sig ] [1115/2211] Failed KEX after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:37.514313] [INFO ] [sig ] [1116/2211] Forecasting KEYS... [2025-10-09T00:06:37.514383] [INFO ] [sig ] Generating forecast for: KEYS [2025-10-09T00:06:37.514453] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEYS' from 'https://tdm.silogroup.org/data/derivative_storage/KEYS.csv'. [2025-10-09T00:06:37.524405] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KEYS'. [2025-10-09T00:06:37.524797] [INFO ] [FORECASTER] Starting predict_future for KEYS [2025-10-09T00:06:37.550347] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:37.551206] [DEBUG] [LOCAL ] No optimal features file found for KEYS: ./output/feature-sets/KEYS.txt [2025-10-09T00:06:37.551283] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:37.551354] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:37.551424] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:37.551521] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:37.568936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:37.569561] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:37.569704] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:37.569765] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:37.605633] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:37.605770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:37.605814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:37.605847] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:37.608958] [DEBUG] [FORECASTER] KEYS: Forecast T+1@11:T+2@11: UP (p=87.39%) [2025-10-09T00:06:37.609251] [INFO ] [FORECASTER] Completed predict_future for KEYS [2025-10-09T00:06:37.609403] [INFO ] [sig ] KEYS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:37.748903] [INFO ] [LOCAL ] Saved forecast: KEYS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KEYS.txt [2025-10-09T00:06:37.749183] [WARN ] [sig ] [1116/2211] Failed KEYS after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:37.749285] [INFO ] [sig ] [1117/2211] Forecasting KF... [2025-10-09T00:06:37.749353] [INFO ] [sig ] Generating forecast for: KF [2025-10-09T00:06:37.749431] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KF' from 'https://tdm.silogroup.org/data/derivative_storage/KF.csv'. [2025-10-09T00:06:37.758307] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KF'. [2025-10-09T00:06:37.758594] [INFO ] [FORECASTER] Starting predict_future for KF [2025-10-09T00:06:37.783774] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:37.784495] [DEBUG] [LOCAL ] No optimal features file found for KF: ./output/feature-sets/KF.txt [2025-10-09T00:06:37.784572] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:37.784668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:37.784762] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:37.784862] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:37.802298] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:37.802935] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:37.803039] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:37.803109] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:37.839223] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:37.839363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:37.839409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:37.839442] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:37.842664] [DEBUG] [FORECASTER] KF: Forecast T+1@11:T+2@11: DOWN (p=40.75%) [2025-10-09T00:06:37.842951] [INFO ] [FORECASTER] Completed predict_future for KF [2025-10-09T00:06:37.843086] [INFO ] [sig ] KF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:37.983598] [INFO ] [LOCAL ] Saved forecast: KF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KF.txt [2025-10-09T00:06:37.983865] [WARN ] [sig ] [1117/2211] Failed KF after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:37.983945] [INFO ] [sig ] [1118/2211] Forecasting KFRC... [2025-10-09T00:06:37.984020] [INFO ] [sig ] Generating forecast for: KFRC [2025-10-09T00:06:37.984097] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KFRC' from 'https://tdm.silogroup.org/data/derivative_storage/KFRC.csv'. [2025-10-09T00:06:37.994387] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KFRC'. [2025-10-09T00:06:37.994751] [INFO ] [FORECASTER] Starting predict_future for KFRC [2025-10-09T00:06:38.019994] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:38.020748] [DEBUG] [LOCAL ] No optimal features file found for KFRC: ./output/feature-sets/KFRC.txt [2025-10-09T00:06:38.020840] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:38.020911] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:38.020978] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:38.021075] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:38.038519] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:38.039145] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:38.039263] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:38.039335] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:38.074184] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:38.074297] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:38.074337] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:38.074371] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:38.077624] [DEBUG] [FORECASTER] KFRC: Forecast T+1@11:T+2@11: DOWN (p=1.72%) [2025-10-09T00:06:38.077942] [INFO ] [FORECASTER] Completed predict_future for KFRC [2025-10-09T00:06:38.078089] [INFO ] [sig ] KFRC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:38.217784] [INFO ] [LOCAL ] Saved forecast: KFRC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KFRC.txt [2025-10-09T00:06:38.218026] [WARN ] [sig ] [1118/2211] Failed KFRC after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:38.218103] [INFO ] [sig ] [1119/2211] Forecasting KFS... [2025-10-09T00:06:38.218172] [INFO ] [sig ] Generating forecast for: KFS [2025-10-09T00:06:38.218287] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KFS' from 'https://tdm.silogroup.org/data/derivative_storage/KFS.csv'. [2025-10-09T00:06:38.227954] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KFS'. [2025-10-09T00:06:38.228296] [INFO ] [FORECASTER] Starting predict_future for KFS [2025-10-09T00:06:38.253576] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:38.254358] [DEBUG] [LOCAL ] No optimal features file found for KFS: ./output/feature-sets/KFS.txt [2025-10-09T00:06:38.254435] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:38.254484] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:38.254544] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:38.254674] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:38.272034] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:38.272661] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:38.272766] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:38.272813] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:38.305560] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:38.305803] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:38.305869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:38.305906] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:38.309188] [DEBUG] [FORECASTER] KFS: Forecast T+1@11:T+2@11: DOWN (p=22.68%) [2025-10-09T00:06:38.309499] [INFO ] [FORECASTER] Completed predict_future for KFS [2025-10-09T00:06:38.309667] [INFO ] [sig ] KFS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:38.449808] [INFO ] [LOCAL ] Saved forecast: KFS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KFS.txt [2025-10-09T00:06:38.450069] [WARN ] [sig ] [1119/2211] Failed KFS after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:38.450148] [INFO ] [sig ] [1120/2211] Forecasting KFY... [2025-10-09T00:06:38.450225] [INFO ] [sig ] Generating forecast for: KFY [2025-10-09T00:06:38.450298] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KFY' from 'https://tdm.silogroup.org/data/derivative_storage/KFY.csv'. [2025-10-09T00:06:38.460024] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KFY'. [2025-10-09T00:06:38.460328] [INFO ] [FORECASTER] Starting predict_future for KFY [2025-10-09T00:06:38.485553] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:38.486307] [DEBUG] [LOCAL ] No optimal features file found for KFY: ./output/feature-sets/KFY.txt [2025-10-09T00:06:38.486384] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:38.486455] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:38.486523] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:38.486622] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:38.503863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:38.504439] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:38.504540] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:38.504588] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:38.537461] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:38.537589] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:38.537630] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:38.537704] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:38.541173] [DEBUG] [FORECASTER] KFY: Forecast T+1@11:T+2@11: DOWN (p=0.29%) [2025-10-09T00:06:38.541454] [INFO ] [FORECASTER] Completed predict_future for KFY [2025-10-09T00:06:38.541595] [INFO ] [sig ] KFY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:38.681015] [INFO ] [LOCAL ] Saved forecast: KFY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KFY.txt [2025-10-09T00:06:38.681272] [WARN ] [sig ] [1120/2211] Failed KFY after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:38.681349] [INFO ] [sig ] [1121/2211] Forecasting KGC... [2025-10-09T00:06:38.681417] [INFO ] [sig ] Generating forecast for: KGC [2025-10-09T00:06:38.681486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KGC' from 'https://tdm.silogroup.org/data/derivative_storage/KGC.csv'. [2025-10-09T00:06:38.691581] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KGC'. [2025-10-09T00:06:38.691929] [INFO ] [FORECASTER] Starting predict_future for KGC [2025-10-09T00:06:38.717255] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:38.718036] [DEBUG] [LOCAL ] No optimal features file found for KGC: ./output/feature-sets/KGC.txt [2025-10-09T00:06:38.718112] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:38.718181] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:38.718251] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:38.718349] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:38.735762] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:38.736354] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:38.736457] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:38.736505] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:38.769526] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:38.769632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:38.769722] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:38.769769] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:38.772931] [DEBUG] [FORECASTER] KGC: Forecast T+1@11:T+2@11: UP (p=62.24%) [2025-10-09T00:06:38.773219] [INFO ] [FORECASTER] Completed predict_future for KGC [2025-10-09T00:06:38.773356] [INFO ] [sig ] KGC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:38.912438] [INFO ] [LOCAL ] Saved forecast: KGC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KGC.txt [2025-10-09T00:06:38.912712] [WARN ] [sig ] [1121/2211] Failed KGC after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:38.912784] [INFO ] [sig ] [1122/2211] Forecasting KGS... [2025-10-09T00:06:38.912847] [INFO ] [sig ] Generating forecast for: KGS [2025-10-09T00:06:38.912923] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KGS' from 'https://tdm.silogroup.org/data/derivative_storage/KGS.csv'. [2025-10-09T00:06:38.922844] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KGS'. [2025-10-09T00:06:38.923175] [INFO ] [FORECASTER] Starting predict_future for KGS [2025-10-09T00:06:38.948314] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:38.949125] [DEBUG] [LOCAL ] No optimal features file found for KGS: ./output/feature-sets/KGS.txt [2025-10-09T00:06:38.949201] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:38.949290] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:38.949360] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:38.949463] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:38.966705] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:38.967275] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:38.967376] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:38.967445] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:39.003675] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:39.003776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:39.003817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:39.003850] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:39.006951] [DEBUG] [FORECASTER] KGS: Forecast T+1@11:T+2@11: UP (p=61.81%) [2025-10-09T00:06:39.007223] [INFO ] [FORECASTER] Completed predict_future for KGS [2025-10-09T00:06:39.007357] [INFO ] [sig ] KGS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:39.148130] [INFO ] [LOCAL ] Saved forecast: KGS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KGS.txt [2025-10-09T00:06:39.148418] [WARN ] [sig ] [1122/2211] Failed KGS after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:39.148497] [INFO ] [sig ] [1123/2211] Forecasting KIM... [2025-10-09T00:06:39.148566] [INFO ] [sig ] Generating forecast for: KIM [2025-10-09T00:06:39.148637] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KIM' from 'https://tdm.silogroup.org/data/derivative_storage/KIM.csv'. [2025-10-09T00:06:39.158625] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KIM'. [2025-10-09T00:06:39.158939] [INFO ] [FORECASTER] Starting predict_future for KIM [2025-10-09T00:06:39.184110] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:39.184901] [DEBUG] [LOCAL ] No optimal features file found for KIM: ./output/feature-sets/KIM.txt [2025-10-09T00:06:39.184977] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:39.185060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:39.185142] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:39.185265] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:39.202832] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:39.203424] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:39.203552] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:39.203626] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:39.238948] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:39.239060] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:39.239101] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:39.239136] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:39.242316] [DEBUG] [FORECASTER] KIM: Forecast T+1@11:T+2@11: DOWN (p=25.54%) [2025-10-09T00:06:39.242590] [INFO ] [FORECASTER] Completed predict_future for KIM [2025-10-09T00:06:39.242758] [INFO ] [sig ] KIM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:39.382053] [INFO ] [LOCAL ] Saved forecast: KIM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KIM.txt [2025-10-09T00:06:39.382279] [WARN ] [sig ] [1123/2211] Failed KIM after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:39.382356] [INFO ] [sig ] [1124/2211] Forecasting KIO... [2025-10-09T00:06:39.382425] [INFO ] [sig ] Generating forecast for: KIO [2025-10-09T00:06:39.382494] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KIO' from 'https://tdm.silogroup.org/data/derivative_storage/KIO.csv'. [2025-10-09T00:06:39.392412] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KIO'. [2025-10-09T00:06:39.392749] [INFO ] [FORECASTER] Starting predict_future for KIO [2025-10-09T00:06:39.418028] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:39.418810] [DEBUG] [LOCAL ] No optimal features file found for KIO: ./output/feature-sets/KIO.txt [2025-10-09T00:06:39.418891] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:39.418962] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:39.419031] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:39.419129] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:39.436386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:39.437003] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:39.437104] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:39.437172] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:39.468448] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:39.468533] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:39.468573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:39.468606] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:39.471751] [DEBUG] [FORECASTER] KIO: Forecast T+1@11:T+2@11: DOWN (p=32.46%) [2025-10-09T00:06:39.472025] [INFO ] [FORECASTER] Completed predict_future for KIO [2025-10-09T00:06:39.472165] [INFO ] [sig ] KIO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:39.611101] [INFO ] [LOCAL ] Saved forecast: KIO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KIO.txt [2025-10-09T00:06:39.611343] [WARN ] [sig ] [1124/2211] Failed KIO after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:39.611418] [INFO ] [sig ] [1125/2211] Forecasting KKR... [2025-10-09T00:06:39.611487] [INFO ] [sig ] Generating forecast for: KKR [2025-10-09T00:06:39.611560] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KKR' from 'https://tdm.silogroup.org/data/derivative_storage/KKR.csv'. [2025-10-09T00:06:39.621592] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KKR'. [2025-10-09T00:06:39.621922] [INFO ] [FORECASTER] Starting predict_future for KKR [2025-10-09T00:06:39.647036] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:39.647799] [DEBUG] [LOCAL ] No optimal features file found for KKR: ./output/feature-sets/KKR.txt [2025-10-09T00:06:39.647888] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:39.647959] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:39.648026] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:39.648123] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:39.665605] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:39.666195] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:39.666295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:39.666341] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:39.699688] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:39.699781] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:39.699822] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:39.699854] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:39.702891] [DEBUG] [FORECASTER] KKR: Forecast T+1@11:T+2@11: DOWN (p=32.30%) [2025-10-09T00:06:39.703157] [INFO ] [FORECASTER] Completed predict_future for KKR [2025-10-09T00:06:39.703292] [INFO ] [sig ] KKR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:39.842207] [INFO ] [LOCAL ] Saved forecast: KKR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KKR.txt [2025-10-09T00:06:39.842488] [WARN ] [sig ] [1125/2211] Failed KKR after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T00:06:39.842565] [INFO ] [sig ] [1126/2211] Forecasting KKRS... [2025-10-09T00:06:39.842635] [INFO ] [sig ] Generating forecast for: KKRS [2025-10-09T00:06:39.842730] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KKRS' from 'https://tdm.silogroup.org/data/derivative_storage/KKRS.csv'. [2025-10-09T00:06:39.852826] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KKRS'. [2025-10-09T00:06:39.853161] [INFO ] [FORECASTER] Starting predict_future for KKRS [2025-10-09T00:06:39.878266] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:39.879146] [DEBUG] [LOCAL ] No optimal features file found for KKRS: ./output/feature-sets/KKRS.txt [2025-10-09T00:06:39.879224] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:39.879315] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:39.879386] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:39.879481] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:39.896805] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:39.897587] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:39.897721] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:39.897791] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:39.943141] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:39.943290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:39.943335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:39.943368] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:39.946927] [DEBUG] [FORECASTER] KKRS: Forecast T+1@11:T+2@11: DOWN (p=5.23%) [2025-10-09T00:06:39.947220] [INFO ] [FORECASTER] Completed predict_future for KKRS [2025-10-09T00:06:39.947363] [INFO ] [sig ] KKRS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:40.086777] [INFO ] [LOCAL ] Saved forecast: KKRS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KKRS.txt [2025-10-09T00:06:40.087042] [WARN ] [sig ] [1126/2211] Failed KKRS after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:40.087121] [INFO ] [sig ] [1127/2211] Forecasting KLC... [2025-10-09T00:06:40.087261] [INFO ] [sig ] Generating forecast for: KLC [2025-10-09T00:06:40.087341] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KLC' from 'https://tdm.silogroup.org/data/derivative_storage/KLC.csv'. [2025-10-09T00:06:40.097254] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KLC'. [2025-10-09T00:06:40.097634] [INFO ] [FORECASTER] Starting predict_future for KLC [2025-10-09T00:06:40.122767] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:40.123501] [DEBUG] [LOCAL ] No optimal features file found for KLC: ./output/feature-sets/KLC.txt [2025-10-09T00:06:40.123579] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:40.123671] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:40.123742] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:40.123845] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:40.141198] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:40.141823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:40.141927] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:40.141996] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:40.175083] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:40.175199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:40.175242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:40.175274] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:40.178510] [DEBUG] [FORECASTER] KLC: Forecast T+1@11:T+2@11: DOWN (p=4.14%) [2025-10-09T00:06:40.178830] [INFO ] [FORECASTER] Completed predict_future for KLC [2025-10-09T00:06:40.178986] [INFO ] [sig ] KLC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:40.318410] [INFO ] [LOCAL ] Saved forecast: KLC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KLC.txt [2025-10-09T00:06:40.318756] [WARN ] [sig ] [1127/2211] Failed KLC after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:40.318867] [INFO ] [sig ] [1128/2211] Forecasting KMI... [2025-10-09T00:06:40.318951] [INFO ] [sig ] Generating forecast for: KMI [2025-10-09T00:06:40.319035] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMI' from 'https://tdm.silogroup.org/data/derivative_storage/KMI.csv'. [2025-10-09T00:06:40.330073] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KMI'. [2025-10-09T00:06:40.330503] [INFO ] [FORECASTER] Starting predict_future for KMI [2025-10-09T00:06:40.357133] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:40.358019] [DEBUG] [LOCAL ] No optimal features file found for KMI: ./output/feature-sets/KMI.txt [2025-10-09T00:06:40.358098] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:40.358171] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:40.358256] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:40.358429] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:40.380180] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:40.381494] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:40.381668] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:40.381754] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:40.422717] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:40.422929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:40.422978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:40.423014] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:40.426831] [DEBUG] [FORECASTER] KMI: Forecast T+1@11:T+2@11: DOWN (p=34.62%) [2025-10-09T00:06:40.427207] [INFO ] [FORECASTER] Completed predict_future for KMI [2025-10-09T00:06:40.427369] [INFO ] [sig ] KMI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:40.588736] [INFO ] [LOCAL ] Saved forecast: KMI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KMI.txt [2025-10-09T00:06:40.589055] [WARN ] [sig ] [1128/2211] Failed KMI after 0.3s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:40.589138] [INFO ] [sig ] [1129/2211] Forecasting KMPB... [2025-10-09T00:06:40.589221] [INFO ] [sig ] Generating forecast for: KMPB [2025-10-09T00:06:40.589328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMPB' from 'https://tdm.silogroup.org/data/derivative_storage/KMPB.csv'. [2025-10-09T00:06:40.598525] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KMPB'. [2025-10-09T00:06:40.598897] [INFO ] [FORECASTER] Starting predict_future for KMPB [2025-10-09T00:06:40.624801] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:40.625627] [DEBUG] [LOCAL ] No optimal features file found for KMPB: ./output/feature-sets/KMPB.txt [2025-10-09T00:06:40.625728] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:40.625800] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:40.625883] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:40.625996] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:40.643874] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:40.644844] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:40.644964] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:40.645053] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:40.681203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:40.681419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:40.681495] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:40.681547] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:40.685303] [DEBUG] [FORECASTER] KMPB: Forecast T+1@11:T+2@11: UP (p=70.48%) [2025-10-09T00:06:40.685639] [INFO ] [FORECASTER] Completed predict_future for KMPB [2025-10-09T00:06:40.685832] [INFO ] [sig ] KMPB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:40.833156] [INFO ] [LOCAL ] Saved forecast: KMPB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KMPB.txt [2025-10-09T00:06:40.833496] [WARN ] [sig ] [1129/2211] Failed KMPB after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:40.833580] [INFO ] [sig ] [1130/2211] Forecasting KMPR... [2025-10-09T00:06:40.833689] [INFO ] [sig ] Generating forecast for: KMPR [2025-10-09T00:06:40.833774] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMPR' from 'https://tdm.silogroup.org/data/derivative_storage/KMPR.csv'. [2025-10-09T00:06:40.844599] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KMPR'. [2025-10-09T00:06:40.845076] [INFO ] [FORECASTER] Starting predict_future for KMPR [2025-10-09T00:06:40.874762] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:40.875893] [DEBUG] [LOCAL ] No optimal features file found for KMPR: ./output/feature-sets/KMPR.txt [2025-10-09T00:06:40.875998] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:40.876091] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:40.876178] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:40.876312] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:40.895439] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:40.896232] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:40.896344] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:40.896435] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:40.932708] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:40.932889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:40.932943] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:40.932979] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:40.936627] [DEBUG] [FORECASTER] KMPR: Forecast T+1@11:T+2@11: DOWN (p=2.84%) [2025-10-09T00:06:40.936991] [INFO ] [FORECASTER] Completed predict_future for KMPR [2025-10-09T00:06:40.937142] [INFO ] [sig ] KMPR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:41.079220] [INFO ] [LOCAL ] Saved forecast: KMPR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KMPR.txt [2025-10-09T00:06:41.079537] [WARN ] [sig ] [1130/2211] Failed KMPR after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:41.079616] [INFO ] [sig ] [1131/2211] Forecasting KMT... [2025-10-09T00:06:41.079707] [INFO ] [sig ] Generating forecast for: KMT [2025-10-09T00:06:41.079777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMT' from 'https://tdm.silogroup.org/data/derivative_storage/KMT.csv'. [2025-10-09T00:06:41.090155] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KMT'. [2025-10-09T00:06:41.090491] [INFO ] [FORECASTER] Starting predict_future for KMT [2025-10-09T00:06:41.116106] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:41.117087] [DEBUG] [LOCAL ] No optimal features file found for KMT: ./output/feature-sets/KMT.txt [2025-10-09T00:06:41.117175] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:41.117264] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:41.117349] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:41.117494] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:41.138870] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:41.139722] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:41.139835] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:41.139919] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:41.174948] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:41.175144] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:41.175193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:41.175230] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:41.178948] [DEBUG] [FORECASTER] KMT: Forecast T+1@11:T+2@11: UP (p=96.71%) [2025-10-09T00:06:41.179274] [INFO ] [FORECASTER] Completed predict_future for KMT [2025-10-09T00:06:41.179428] [INFO ] [sig ] KMT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:41.331816] [INFO ] [LOCAL ] Saved forecast: KMT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KMT.txt [2025-10-09T00:06:41.332091] [WARN ] [sig ] [1131/2211] Failed KMT after 0.3s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:41.332194] [INFO ] [sig ] [1132/2211] Forecasting KMX... [2025-10-09T00:06:41.332279] [INFO ] [sig ] Generating forecast for: KMX [2025-10-09T00:06:41.332355] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMX' from 'https://tdm.silogroup.org/data/derivative_storage/KMX.csv'. [2025-10-09T00:06:41.343114] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KMX'. [2025-10-09T00:06:41.343473] [INFO ] [FORECASTER] Starting predict_future for KMX [2025-10-09T00:06:41.370178] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:41.370994] [DEBUG] [LOCAL ] No optimal features file found for KMX: ./output/feature-sets/KMX.txt [2025-10-09T00:06:41.371090] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:41.371164] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:41.371235] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:41.371339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:41.389896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:41.390484] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:41.390591] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:41.390686] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:41.431161] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:41.431939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:41.432056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:41.432135] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:41.437154] [DEBUG] [FORECASTER] KMX: Forecast T+1@11:T+2@11: UP (p=59.18%) [2025-10-09T00:06:41.437512] [INFO ] [FORECASTER] Completed predict_future for KMX [2025-10-09T00:06:41.437707] [INFO ] [sig ] KMX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:41.592783] [INFO ] [LOCAL ] Saved forecast: KMX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KMX.txt [2025-10-09T00:06:41.593084] [WARN ] [sig ] [1132/2211] Failed KMX after 0.3s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:41.593166] [INFO ] [sig ] [1133/2211] Forecasting KN... [2025-10-09T00:06:41.593238] [INFO ] [sig ] Generating forecast for: KN [2025-10-09T00:06:41.593312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KN' from 'https://tdm.silogroup.org/data/derivative_storage/KN.csv'. [2025-10-09T00:06:41.606855] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KN'. [2025-10-09T00:06:41.607224] [INFO ] [FORECASTER] Starting predict_future for KN [2025-10-09T00:06:41.635035] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:41.635999] [DEBUG] [LOCAL ] No optimal features file found for KN: ./output/feature-sets/KN.txt [2025-10-09T00:06:41.636094] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:41.636182] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:41.636279] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:41.636393] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:41.655715] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:41.656613] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:41.656747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:41.656831] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:41.691027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:41.691177] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:41.691222] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:41.691255] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:41.694681] [DEBUG] [FORECASTER] KN: Forecast T+1@11:T+2@11: UP (p=51.05%) [2025-10-09T00:06:41.694975] [INFO ] [FORECASTER] Completed predict_future for KN [2025-10-09T00:06:41.695110] [INFO ] [sig ] KN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:41.847984] [INFO ] [LOCAL ] Saved forecast: KN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KN.txt [2025-10-09T00:06:41.848295] [WARN ] [sig ] [1133/2211] Failed KN after 0.3s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:41.848377] [INFO ] [sig ] [1134/2211] Forecasting KNF... [2025-10-09T00:06:41.848450] [INFO ] [sig ] Generating forecast for: KNF [2025-10-09T00:06:41.848523] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNF' from 'https://tdm.silogroup.org/data/derivative_storage/KNF.csv'. [2025-10-09T00:06:41.858855] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KNF'. [2025-10-09T00:06:41.859266] [INFO ] [FORECASTER] Starting predict_future for KNF [2025-10-09T00:06:41.885444] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:41.886242] [DEBUG] [LOCAL ] No optimal features file found for KNF: ./output/feature-sets/KNF.txt [2025-10-09T00:06:41.886322] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:41.886394] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:41.886465] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:41.886565] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:41.905633] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:41.906349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:41.906457] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:41.906528] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:41.940951] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:41.941070] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:41.941114] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:41.941149] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:41.944527] [DEBUG] [FORECASTER] KNF: Forecast T+1@11:T+2@11: UP (p=84.38%) [2025-10-09T00:06:41.944854] [INFO ] [FORECASTER] Completed predict_future for KNF [2025-10-09T00:06:41.945007] [INFO ] [sig ] KNF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:42.094041] [INFO ] [LOCAL ] Saved forecast: KNF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KNF.txt [2025-10-09T00:06:42.094327] [WARN ] [sig ] [1134/2211] Failed KNF after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:42.094408] [INFO ] [sig ] [1135/2211] Forecasting KNOP... [2025-10-09T00:06:42.094481] [INFO ] [sig ] Generating forecast for: KNOP [2025-10-09T00:06:42.094554] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNOP' from 'https://tdm.silogroup.org/data/derivative_storage/KNOP.csv'. [2025-10-09T00:06:42.104963] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KNOP'. [2025-10-09T00:06:42.105373] [INFO ] [FORECASTER] Starting predict_future for KNOP [2025-10-09T00:06:42.132161] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:42.133113] [DEBUG] [LOCAL ] No optimal features file found for KNOP: ./output/feature-sets/KNOP.txt [2025-10-09T00:06:42.133203] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:42.133276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:42.133346] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:42.133447] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:42.151604] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:42.152575] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:42.152720] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:42.152836] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:42.187855] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:42.188061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:42.188110] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:42.188144] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:42.191794] [DEBUG] [FORECASTER] KNOP: Forecast T+1@11:T+2@11: UP (p=76.47%) [2025-10-09T00:06:42.192090] [INFO ] [FORECASTER] Completed predict_future for KNOP [2025-10-09T00:06:42.192284] [INFO ] [sig ] KNOP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:42.334163] [INFO ] [LOCAL ] Saved forecast: KNOP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KNOP.txt [2025-10-09T00:06:42.334453] [WARN ] [sig ] [1135/2211] Failed KNOP after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:42.334529] [INFO ] [sig ] [1136/2211] Forecasting KNSL... [2025-10-09T00:06:42.334599] [INFO ] [sig ] Generating forecast for: KNSL [2025-10-09T00:06:42.334691] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNSL' from 'https://tdm.silogroup.org/data/derivative_storage/KNSL.csv'. [2025-10-09T00:06:42.344669] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KNSL'. [2025-10-09T00:06:42.344976] [INFO ] [FORECASTER] Starting predict_future for KNSL [2025-10-09T00:06:42.370359] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:42.371186] [DEBUG] [LOCAL ] No optimal features file found for KNSL: ./output/feature-sets/KNSL.txt [2025-10-09T00:06:42.371265] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:42.371334] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:42.371399] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:42.371511] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:42.388756] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:42.389422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:42.389527] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:42.389597] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:42.425624] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:42.425796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:42.425844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:42.425882] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:42.429797] [DEBUG] [FORECASTER] KNSL: Forecast T+1@11:T+2@11: UP (p=61.60%) [2025-10-09T00:06:42.430126] [INFO ] [FORECASTER] Completed predict_future for KNSL [2025-10-09T00:06:42.430271] [INFO ] [sig ] KNSL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:42.578190] [INFO ] [LOCAL ] Saved forecast: KNSL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KNSL.txt [2025-10-09T00:06:42.578464] [WARN ] [sig ] [1136/2211] Failed KNSL after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:42.578540] [INFO ] [sig ] [1137/2211] Forecasting KNTK... [2025-10-09T00:06:42.578610] [INFO ] [sig ] Generating forecast for: KNTK [2025-10-09T00:06:42.578702] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNTK' from 'https://tdm.silogroup.org/data/derivative_storage/KNTK.csv'. [2025-10-09T00:06:42.588815] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KNTK'. [2025-10-09T00:06:42.589147] [INFO ] [FORECASTER] Starting predict_future for KNTK [2025-10-09T00:06:42.614997] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:42.615821] [DEBUG] [LOCAL ] No optimal features file found for KNTK: ./output/feature-sets/KNTK.txt [2025-10-09T00:06:42.615897] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:42.615968] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:42.616036] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:42.616138] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:42.633554] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:42.634282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:42.634388] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:42.634475] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:42.672564] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:42.672767] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:42.672830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:42.672867] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:42.676430] [DEBUG] [FORECASTER] KNTK: Forecast T+1@11:T+2@11: UP (p=80.03%) [2025-10-09T00:06:42.676773] [INFO ] [FORECASTER] Completed predict_future for KNTK [2025-10-09T00:06:42.676929] [INFO ] [sig ] KNTK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:42.823450] [INFO ] [LOCAL ] Saved forecast: KNTK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KNTK.txt [2025-10-09T00:06:42.823779] [WARN ] [sig ] [1137/2211] Failed KNTK after 0.2s | 4.36 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T00:06:42.823871] [INFO ] [sig ] [1138/2211] Forecasting KNX... [2025-10-09T00:06:42.823943] [INFO ] [sig ] Generating forecast for: KNX [2025-10-09T00:06:42.824040] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNX' from 'https://tdm.silogroup.org/data/derivative_storage/KNX.csv'. [2025-10-09T00:06:42.835238] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KNX'. [2025-10-09T00:06:42.835593] [INFO ] [FORECASTER] Starting predict_future for KNX [2025-10-09T00:06:42.861797] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:42.862622] [DEBUG] [LOCAL ] No optimal features file found for KNX: ./output/feature-sets/KNX.txt [2025-10-09T00:06:42.862723] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:42.862798] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:42.862868] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:42.862968] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:42.880283] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:42.880909] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:42.881067] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:42.881138] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:42.924404] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:42.924601] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:42.924672] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:42.924739] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:42.928278] [DEBUG] [FORECASTER] KNX: Forecast T+1@11:T+2@11: DOWN (p=33.69%) [2025-10-09T00:06:42.928569] [INFO ] [FORECASTER] Completed predict_future for KNX [2025-10-09T00:06:42.928747] [INFO ] [sig ] KNX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:43.070166] [INFO ] [LOCAL ] Saved forecast: KNX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KNX.txt [2025-10-09T00:06:43.070429] [WARN ] [sig ] [1138/2211] Failed KNX after 0.2s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:43.070507] [INFO ] [sig ] [1139/2211] Forecasting KODK... [2025-10-09T00:06:43.070558] [INFO ] [sig ] Generating forecast for: KODK [2025-10-09T00:06:43.070601] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KODK' from 'https://tdm.silogroup.org/data/derivative_storage/KODK.csv'. [2025-10-09T00:06:43.081368] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KODK'. [2025-10-09T00:06:43.081711] [INFO ] [FORECASTER] Starting predict_future for KODK [2025-10-09T00:06:43.107132] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:43.108016] [DEBUG] [LOCAL ] No optimal features file found for KODK: ./output/feature-sets/KODK.txt [2025-10-09T00:06:43.108111] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:43.108197] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:43.108281] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:43.108406] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:43.126791] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:43.127423] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:43.127530] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:43.127614] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:43.168838] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:43.168962] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:43.169004] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:43.169038] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:43.172439] [DEBUG] [FORECASTER] KODK: Forecast T+1@11:T+2@11: DOWN (p=37.80%) [2025-10-09T00:06:43.172772] [INFO ] [FORECASTER] Completed predict_future for KODK [2025-10-09T00:06:43.172934] [INFO ] [sig ] KODK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:43.313908] [INFO ] [LOCAL ] Saved forecast: KODK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KODK.txt [2025-10-09T00:06:43.314179] [WARN ] [sig ] [1139/2211] Failed KODK after 0.2s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:43.314256] [INFO ] [sig ] [1140/2211] Forecasting KOF... [2025-10-09T00:06:43.314344] [INFO ] [sig ] Generating forecast for: KOF [2025-10-09T00:06:43.314429] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KOF' from 'https://tdm.silogroup.org/data/derivative_storage/KOF.csv'. [2025-10-09T00:06:43.324917] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KOF'. [2025-10-09T00:06:43.325279] [INFO ] [FORECASTER] Starting predict_future for KOF [2025-10-09T00:06:43.351788] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:43.352671] [DEBUG] [LOCAL ] No optimal features file found for KOF: ./output/feature-sets/KOF.txt [2025-10-09T00:06:43.352753] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:43.352827] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:43.352897] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:43.352997] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:43.371459] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:43.372185] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:43.372296] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:43.372369] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:43.418761] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:43.418967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:43.419018] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:43.419052] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:43.423150] [DEBUG] [FORECASTER] KOF: Forecast T+1@11:T+2@11: UP (p=91.67%) [2025-10-09T00:06:43.423585] [INFO ] [FORECASTER] Completed predict_future for KOF [2025-10-09T00:06:43.423805] [INFO ] [sig ] KOF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:43.572174] [INFO ] [LOCAL ] Saved forecast: KOF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KOF.txt [2025-10-09T00:06:43.572436] [WARN ] [sig ] [1140/2211] Failed KOF after 0.3s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:43.572513] [INFO ] [sig ] [1141/2211] Forecasting KOP... [2025-10-09T00:06:43.572584] [INFO ] [sig ] Generating forecast for: KOP [2025-10-09T00:06:43.572682] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KOP' from 'https://tdm.silogroup.org/data/derivative_storage/KOP.csv'. [2025-10-09T00:06:43.583357] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KOP'. [2025-10-09T00:06:43.583684] [INFO ] [FORECASTER] Starting predict_future for KOP [2025-10-09T00:06:43.609146] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:43.610019] [DEBUG] [LOCAL ] No optimal features file found for KOP: ./output/feature-sets/KOP.txt [2025-10-09T00:06:43.610101] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:43.610172] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:43.610253] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:43.610392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:43.627778] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:43.628391] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:43.628496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:43.628579] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:43.663704] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:43.663800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:43.663840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:43.663872] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:43.666949] [DEBUG] [FORECASTER] KOP: Forecast T+1@11:T+2@11: DOWN (p=2.63%) [2025-10-09T00:06:43.667221] [INFO ] [FORECASTER] Completed predict_future for KOP [2025-10-09T00:06:43.667363] [INFO ] [sig ] KOP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:43.806327] [INFO ] [LOCAL ] Saved forecast: KOP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KOP.txt [2025-10-09T00:06:43.806569] [WARN ] [sig ] [1141/2211] Failed KOP after 0.2s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:43.806686] [INFO ] [sig ] [1142/2211] Forecasting KORE... [2025-10-09T00:06:43.806770] [INFO ] [sig ] Generating forecast for: KORE [2025-10-09T00:06:43.806841] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KORE' from 'https://tdm.silogroup.org/data/derivative_storage/KORE.csv'. [2025-10-09T00:06:43.816178] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KORE'. [2025-10-09T00:06:43.816481] [INFO ] [FORECASTER] Starting predict_future for KORE [2025-10-09T00:06:43.841554] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:43.842356] [DEBUG] [LOCAL ] No optimal features file found for KORE: ./output/feature-sets/KORE.txt [2025-10-09T00:06:43.842435] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:43.842521] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:43.842605] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:43.842752] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:43.860111] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:43.860733] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:43.860836] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:43.860921] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:43.895705] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:43.895919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:43.895970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:43.896003] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:43.899693] [DEBUG] [FORECASTER] KORE: Forecast T+1@11:T+2@11: UP (p=73.14%) [2025-10-09T00:06:43.900014] [INFO ] [FORECASTER] Completed predict_future for KORE [2025-10-09T00:06:43.900195] [INFO ] [sig ] KORE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:44.040286] [INFO ] [LOCAL ] Saved forecast: KORE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KORE.txt [2025-10-09T00:06:44.040540] [WARN ] [sig ] [1142/2211] Failed KORE after 0.2s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:44.040617] [INFO ] [sig ] [1143/2211] Forecasting KOS... [2025-10-09T00:06:44.040709] [INFO ] [sig ] Generating forecast for: KOS [2025-10-09T00:06:44.040780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KOS' from 'https://tdm.silogroup.org/data/derivative_storage/KOS.csv'. [2025-10-09T00:06:44.050418] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KOS'. [2025-10-09T00:06:44.050727] [INFO ] [FORECASTER] Starting predict_future for KOS [2025-10-09T00:06:44.075876] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:44.076613] [DEBUG] [LOCAL ] No optimal features file found for KOS: ./output/feature-sets/KOS.txt [2025-10-09T00:06:44.076712] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:44.076794] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:44.076882] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:44.076993] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:44.094386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:44.095018] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:44.095117] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:44.095199] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:44.131695] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:44.131809] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:44.131851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:44.131885] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:44.135135] [DEBUG] [FORECASTER] KOS: Forecast T+1@11:T+2@11: UP (p=96.11%) [2025-10-09T00:06:44.135413] [INFO ] [FORECASTER] Completed predict_future for KOS [2025-10-09T00:06:44.135554] [INFO ] [sig ] KOS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:44.276017] [INFO ] [LOCAL ] Saved forecast: KOS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KOS.txt [2025-10-09T00:06:44.276251] [WARN ] [sig ] [1143/2211] Failed KOS after 0.2s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:44.276329] [INFO ] [sig ] [1144/2211] Forecasting KR... [2025-10-09T00:06:44.276419] [INFO ] [sig ] Generating forecast for: KR [2025-10-09T00:06:44.276557] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KR' from 'https://tdm.silogroup.org/data/derivative_storage/KR.csv'. [2025-10-09T00:06:44.288627] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KR'. [2025-10-09T00:06:44.289194] [INFO ] [FORECASTER] Starting predict_future for KR [2025-10-09T00:06:44.322947] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:44.323907] [DEBUG] [LOCAL ] No optimal features file found for KR: ./output/feature-sets/KR.txt [2025-10-09T00:06:44.323988] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:44.324063] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:44.324135] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:44.324237] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:44.342886] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:44.343916] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:44.344037] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:44.344109] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:44.391951] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:44.392180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:44.392232] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:44.392269] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:44.396167] [DEBUG] [FORECASTER] KR: Forecast T+1@11:T+2@11: UP (p=81.37%) [2025-10-09T00:06:44.396483] [INFO ] [FORECASTER] Completed predict_future for KR [2025-10-09T00:06:44.396637] [INFO ] [sig ] KR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:44.542535] [INFO ] [LOCAL ] Saved forecast: KR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KR.txt [2025-10-09T00:06:44.542841] [WARN ] [sig ] [1144/2211] Failed KR after 0.3s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:44.542923] [INFO ] [sig ] [1145/2211] Forecasting KRC... [2025-10-09T00:06:44.542993] [INFO ] [sig ] Generating forecast for: KRC [2025-10-09T00:06:44.543065] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRC' from 'https://tdm.silogroup.org/data/derivative_storage/KRC.csv'. [2025-10-09T00:06:44.553963] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KRC'. [2025-10-09T00:06:44.554321] [INFO ] [FORECASTER] Starting predict_future for KRC [2025-10-09T00:06:44.580274] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:44.581105] [DEBUG] [LOCAL ] No optimal features file found for KRC: ./output/feature-sets/KRC.txt [2025-10-09T00:06:44.581184] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:44.581256] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:44.581326] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:44.581427] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:44.601050] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:44.601928] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:44.602041] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:44.602116] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:44.645102] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:44.645285] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:44.645333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:44.645368] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:44.648898] [DEBUG] [FORECASTER] KRC: Forecast T+1@11:T+2@11: DOWN (p=31.06%) [2025-10-09T00:06:44.649196] [INFO ] [FORECASTER] Completed predict_future for KRC [2025-10-09T00:06:44.649388] [INFO ] [sig ] KRC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:44.797515] [INFO ] [LOCAL ] Saved forecast: KRC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KRC.txt [2025-10-09T00:06:44.797828] [WARN ] [sig ] [1145/2211] Failed KRC after 0.3s | 4.36 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:44.797926] [INFO ] [sig ] [1146/2211] Forecasting KREF... [2025-10-09T00:06:44.798015] [INFO ] [sig ] Generating forecast for: KREF [2025-10-09T00:06:44.798128] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KREF' from 'https://tdm.silogroup.org/data/derivative_storage/KREF.csv'. [2025-10-09T00:06:44.808547] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KREF'. [2025-10-09T00:06:44.808920] [INFO ] [FORECASTER] Starting predict_future for KREF [2025-10-09T00:06:44.834980] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:44.835846] [DEBUG] [LOCAL ] No optimal features file found for KREF: ./output/feature-sets/KREF.txt [2025-10-09T00:06:44.835940] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:44.836043] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:44.836197] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:44.836329] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:44.854745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:44.855428] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:44.855557] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:44.855685] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:44.904128] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:44.904248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:44.904290] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:44.904323] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:44.907685] [DEBUG] [FORECASTER] KREF: Forecast T+1@11:T+2@11: UP (p=95.68%) [2025-10-09T00:06:44.907975] [INFO ] [FORECASTER] Completed predict_future for KREF [2025-10-09T00:06:44.908116] [INFO ] [sig ] KREF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:45.060422] [INFO ] [LOCAL ] Saved forecast: KREF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KREF.txt [2025-10-09T00:06:45.060784] [WARN ] [sig ] [1146/2211] Failed KREF after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:45.060867] [INFO ] [sig ] [1147/2211] Forecasting KRG... [2025-10-09T00:06:45.061016] [INFO ] [sig ] Generating forecast for: KRG [2025-10-09T00:06:45.061094] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRG' from 'https://tdm.silogroup.org/data/derivative_storage/KRG.csv'. [2025-10-09T00:06:45.072535] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KRG'. [2025-10-09T00:06:45.073064] [INFO ] [FORECASTER] Starting predict_future for KRG [2025-10-09T00:06:45.098487] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:45.099391] [DEBUG] [LOCAL ] No optimal features file found for KRG: ./output/feature-sets/KRG.txt [2025-10-09T00:06:45.099470] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:45.099542] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:45.099609] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:45.099725] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:45.117341] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:45.118056] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:45.118162] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:45.118231] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:45.161565] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:45.161793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:45.161854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:45.161890] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:45.165439] [DEBUG] [FORECASTER] KRG: Forecast T+1@11:T+2@11: DOWN (p=29.82%) [2025-10-09T00:06:45.165788] [INFO ] [FORECASTER] Completed predict_future for KRG [2025-10-09T00:06:45.165941] [INFO ] [sig ] KRG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:45.314569] [INFO ] [LOCAL ] Saved forecast: KRG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KRG.txt [2025-10-09T00:06:45.314868] [WARN ] [sig ] [1147/2211] Failed KRG after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:45.314946] [INFO ] [sig ] [1148/2211] Forecasting KRO... [2025-10-09T00:06:45.315016] [INFO ] [sig ] Generating forecast for: KRO [2025-10-09T00:06:45.315088] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRO' from 'https://tdm.silogroup.org/data/derivative_storage/KRO.csv'. [2025-10-09T00:06:45.326190] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KRO'. [2025-10-09T00:06:45.326612] [INFO ] [FORECASTER] Starting predict_future for KRO [2025-10-09T00:06:45.352056] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:45.352950] [DEBUG] [LOCAL ] No optimal features file found for KRO: ./output/feature-sets/KRO.txt [2025-10-09T00:06:45.353032] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:45.353109] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:45.353271] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:45.353372] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:45.370928] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:45.371565] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:45.371696] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:45.371782] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:45.415251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:45.415478] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:45.415527] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:45.415562] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:45.419537] [DEBUG] [FORECASTER] KRO: Forecast T+1@11:T+2@11: DOWN (p=48.06%) [2025-10-09T00:06:45.419979] [INFO ] [FORECASTER] Completed predict_future for KRO [2025-10-09T00:06:45.420149] [INFO ] [sig ] KRO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:45.563023] [INFO ] [LOCAL ] Saved forecast: KRO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KRO.txt [2025-10-09T00:06:45.563308] [WARN ] [sig ] [1148/2211] Failed KRO after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:45.563392] [INFO ] [sig ] [1149/2211] Forecasting KRP... [2025-10-09T00:06:45.563464] [INFO ] [sig ] Generating forecast for: KRP [2025-10-09T00:06:45.563550] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRP' from 'https://tdm.silogroup.org/data/derivative_storage/KRP.csv'. [2025-10-09T00:06:45.573687] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KRP'. [2025-10-09T00:06:45.574003] [INFO ] [FORECASTER] Starting predict_future for KRP [2025-10-09T00:06:45.599586] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:45.600374] [DEBUG] [LOCAL ] No optimal features file found for KRP: ./output/feature-sets/KRP.txt [2025-10-09T00:06:45.600453] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:45.600526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:45.600596] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:45.600722] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:45.618473] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:45.619177] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:45.619302] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:45.619376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:45.671542] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:45.671785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:45.671852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:45.671889] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:45.675586] [DEBUG] [FORECASTER] KRP: Forecast T+1@11:T+2@11: DOWN (p=45.94%) [2025-10-09T00:06:45.675925] [INFO ] [FORECASTER] Completed predict_future for KRP [2025-10-09T00:06:45.676087] [INFO ] [sig ] KRP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:45.828359] [INFO ] [LOCAL ] Saved forecast: KRP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KRP.txt [2025-10-09T00:06:45.828622] [WARN ] [sig ] [1149/2211] Failed KRP after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:45.828748] [INFO ] [sig ] [1150/2211] Forecasting KSS... [2025-10-09T00:06:45.828819] [INFO ] [sig ] Generating forecast for: KSS [2025-10-09T00:06:45.828903] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KSS' from 'https://tdm.silogroup.org/data/derivative_storage/KSS.csv'. [2025-10-09T00:06:45.839665] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KSS'. [2025-10-09T00:06:45.840087] [INFO ] [FORECASTER] Starting predict_future for KSS [2025-10-09T00:06:45.865538] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:45.866338] [DEBUG] [LOCAL ] No optimal features file found for KSS: ./output/feature-sets/KSS.txt [2025-10-09T00:06:45.866416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:45.866502] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:45.866586] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:45.866733] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:45.884064] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:45.884861] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:45.884964] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:45.885033] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:45.923713] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:45.923866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:45.923911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:45.923944] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:45.927347] [DEBUG] [FORECASTER] KSS: Forecast T+1@11:T+2@11: UP (p=81.63%) [2025-10-09T00:06:45.927669] [INFO ] [FORECASTER] Completed predict_future for KSS [2025-10-09T00:06:45.927903] [INFO ] [sig ] KSS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:46.074839] [INFO ] [LOCAL ] Saved forecast: KSS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KSS.txt [2025-10-09T00:06:46.075096] [WARN ] [sig ] [1150/2211] Failed KSS after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:46.075175] [INFO ] [sig ] [1151/2211] Forecasting KT... [2025-10-09T00:06:46.075245] [INFO ] [sig ] Generating forecast for: KT [2025-10-09T00:06:46.075315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KT' from 'https://tdm.silogroup.org/data/derivative_storage/KT.csv'. [2025-10-09T00:06:46.086448] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KT'. [2025-10-09T00:06:46.086983] [INFO ] [FORECASTER] Starting predict_future for KT [2025-10-09T00:06:46.112704] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:46.113569] [DEBUG] [LOCAL ] No optimal features file found for KT: ./output/feature-sets/KT.txt [2025-10-09T00:06:46.113668] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:46.113732] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:46.113794] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:46.113890] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:46.131168] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:46.131791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:46.131894] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:46.131942] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:46.172026] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:46.172251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:46.172302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:46.172337] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:46.176000] [DEBUG] [FORECASTER] KT: Forecast T+1@11:T+2@11: DOWN (p=42.44%) [2025-10-09T00:06:46.176313] [INFO ] [FORECASTER] Completed predict_future for KT [2025-10-09T00:06:46.176461] [INFO ] [sig ] KT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:46.316554] [INFO ] [LOCAL ] Saved forecast: KT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KT.txt [2025-10-09T00:06:46.316893] [WARN ] [sig ] [1151/2211] Failed KT after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:46.317004] [INFO ] [sig ] [1152/2211] Forecasting KTB... [2025-10-09T00:06:46.317074] [INFO ] [sig ] Generating forecast for: KTB [2025-10-09T00:06:46.317146] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KTB' from 'https://tdm.silogroup.org/data/derivative_storage/KTB.csv'. [2025-10-09T00:06:46.327934] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KTB'. [2025-10-09T00:06:46.328419] [INFO ] [FORECASTER] Starting predict_future for KTB [2025-10-09T00:06:46.354525] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:46.355389] [DEBUG] [LOCAL ] No optimal features file found for KTB: ./output/feature-sets/KTB.txt [2025-10-09T00:06:46.355466] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:46.355538] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:46.355606] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:46.355727] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:46.373286] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:46.374041] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:46.374149] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:46.374219] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:46.412030] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:46.412262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:46.412311] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:46.412348] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:46.416576] [DEBUG] [FORECASTER] KTB: Forecast T+1@11:T+2@11: DOWN (p=5.36%) [2025-10-09T00:06:46.417062] [INFO ] [FORECASTER] Completed predict_future for KTB [2025-10-09T00:06:46.417249] [INFO ] [sig ] KTB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:46.565487] [INFO ] [LOCAL ] Saved forecast: KTB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KTB.txt [2025-10-09T00:06:46.565821] [WARN ] [sig ] [1152/2211] Failed KTB after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:46.565906] [INFO ] [sig ] [1153/2211] Forecasting KTF... [2025-10-09T00:06:46.566004] [INFO ] [sig ] Generating forecast for: KTF [2025-10-09T00:06:46.566094] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KTF' from 'https://tdm.silogroup.org/data/derivative_storage/KTF.csv'. [2025-10-09T00:06:46.576602] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KTF'. [2025-10-09T00:06:46.577165] [INFO ] [FORECASTER] Starting predict_future for KTF [2025-10-09T00:06:46.602564] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:46.603411] [DEBUG] [LOCAL ] No optimal features file found for KTF: ./output/feature-sets/KTF.txt [2025-10-09T00:06:46.603484] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:46.603540] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:46.603575] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:46.603636] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:46.621543] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:46.622300] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:46.622409] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:46.622479] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:46.666769] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:46.666981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:46.667029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:46.667063] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:46.670767] [DEBUG] [FORECASTER] KTF: Forecast T+1@11:T+2@11: DOWN (p=13.83%) [2025-10-09T00:06:46.671072] [INFO ] [FORECASTER] Completed predict_future for KTF [2025-10-09T00:06:46.671224] [INFO ] [sig ] KTF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:46.812876] [INFO ] [LOCAL ] Saved forecast: KTF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KTF.txt [2025-10-09T00:06:46.813185] [WARN ] [sig ] [1153/2211] Failed KTF after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T00:06:46.813269] [INFO ] [sig ] [1154/2211] Forecasting KVUE... [2025-10-09T00:06:46.813339] [INFO ] [sig ] Generating forecast for: KVUE [2025-10-09T00:06:46.813412] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KVUE' from 'https://tdm.silogroup.org/data/derivative_storage/KVUE.csv'. [2025-10-09T00:06:46.825254] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KVUE'. [2025-10-09T00:06:46.825698] [INFO ] [FORECASTER] Starting predict_future for KVUE [2025-10-09T00:06:46.851355] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:46.852274] [DEBUG] [LOCAL ] No optimal features file found for KVUE: ./output/feature-sets/KVUE.txt [2025-10-09T00:06:46.852352] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:46.852424] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:46.852505] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:46.852700] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:46.870190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:46.871060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:46.871169] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:46.871254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:46.915723] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:46.915952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:46.916003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:46.916037] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:46.919847] [DEBUG] [FORECASTER] KVUE: Forecast T+1@11:T+2@11: UP (p=95.51%) [2025-10-09T00:06:46.920197] [INFO ] [FORECASTER] Completed predict_future for KVUE [2025-10-09T00:06:46.920355] [INFO ] [sig ] KVUE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:47.062839] [INFO ] [LOCAL ] Saved forecast: KVUE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KVUE.txt [2025-10-09T00:06:47.063130] [WARN ] [sig ] [1154/2211] Failed KVUE after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:47.063209] [INFO ] [sig ] [1155/2211] Forecasting KVYO... [2025-10-09T00:06:47.063261] [INFO ] [sig ] Generating forecast for: KVYO [2025-10-09T00:06:47.063303] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KVYO' from 'https://tdm.silogroup.org/data/derivative_storage/KVYO.csv'. [2025-10-09T00:06:47.074529] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KVYO'. [2025-10-09T00:06:47.074844] [INFO ] [FORECASTER] Starting predict_future for KVYO [2025-10-09T00:06:47.100015] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:47.100825] [DEBUG] [LOCAL ] No optimal features file found for KVYO: ./output/feature-sets/KVYO.txt [2025-10-09T00:06:47.100904] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:47.100976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:47.101062] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:47.101190] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:47.118982] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:47.119722] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:47.119835] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:47.119918] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:47.164401] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:47.164561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:47.164606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:47.164638] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:47.168110] [DEBUG] [FORECASTER] KVYO: Forecast T+1@11:T+2@11: UP (p=84.40%) [2025-10-09T00:06:47.168397] [INFO ] [FORECASTER] Completed predict_future for KVYO [2025-10-09T00:06:47.168537] [INFO ] [sig ] KVYO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:47.308091] [INFO ] [LOCAL ] Saved forecast: KVYO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KVYO.txt [2025-10-09T00:06:47.308336] [WARN ] [sig ] [1155/2211] Failed KVYO after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:47.308414] [INFO ] [sig ] [1156/2211] Forecasting KW... [2025-10-09T00:06:47.308483] [INFO ] [sig ] Generating forecast for: KW [2025-10-09T00:06:47.308631] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KW' from 'https://tdm.silogroup.org/data/derivative_storage/KW.csv'. [2025-10-09T00:06:47.319434] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KW'. [2025-10-09T00:06:47.319989] [INFO ] [FORECASTER] Starting predict_future for KW [2025-10-09T00:06:47.347308] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:47.348244] [DEBUG] [LOCAL ] No optimal features file found for KW: ./output/feature-sets/KW.txt [2025-10-09T00:06:47.348327] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:47.348401] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:47.348472] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:47.348576] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:47.366723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:47.367615] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:47.367768] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:47.367839] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:47.412890] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:47.413132] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:47.413182] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:47.413217] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:47.416988] [DEBUG] [FORECASTER] KW: Forecast T+1@11:T+2@11: UP (p=59.83%) [2025-10-09T00:06:47.417294] [INFO ] [FORECASTER] Completed predict_future for KW [2025-10-09T00:06:47.417441] [INFO ] [sig ] KW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:47.572344] [INFO ] [LOCAL ] Saved forecast: KW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/KW.txt [2025-10-09T00:06:47.572671] [WARN ] [sig ] [1156/2211] Failed KW after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:47.572753] [INFO ] [sig ] [1157/2211] Forecasting KWR... [2025-10-09T00:06:47.572826] [INFO ] [sig ] Generating forecast for: KWR [2025-10-09T00:06:47.572875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KWR' from 'https://tdm.silogroup.org/data/derivative_storage/KWR.csv'. [2025-10-09T00:06:47.583524] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KWR'. [2025-10-09T00:06:47.583880] [INFO ] [FORECASTER] Starting predict_future for KWR [2025-10-09T00:06:47.614486] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:47.615362] [DEBUG] [LOCAL ] No optimal features file found for KWR: ./output/feature-sets/KWR.txt [2025-10-09T00:06:47.615443] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:47.615516] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:47.615586] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:47.615717] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:47.633997] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:47.634599] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:47.634725] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:47.634798] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:47.676015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:47.676195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:47.676240] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:47.676273] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:47.679841] [DEBUG] [FORECASTER] KWR: Forecast T+1@11:T+2@11: DOWN (p=24.94%) [2025-10-09T00:06:47.680220] [INFO ] [FORECASTER] Completed predict_future for KWR [2025-10-09T00:06:47.680388] [INFO ] [sig ] KWR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:47.841183] [INFO ] [LOCAL ] Saved forecast: KWR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KWR.txt [2025-10-09T00:06:47.841517] [WARN ] [sig ] [1157/2211] Failed KWR after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:47.841602] [INFO ] [sig ] [1158/2211] Forecasting KYN... [2025-10-09T00:06:47.841697] [INFO ] [sig ] Generating forecast for: KYN [2025-10-09T00:06:47.841770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KYN' from 'https://tdm.silogroup.org/data/derivative_storage/KYN.csv'. [2025-10-09T00:06:47.853140] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'KYN'. [2025-10-09T00:06:47.853530] [INFO ] [FORECASTER] Starting predict_future for KYN [2025-10-09T00:06:47.879067] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:47.879907] [DEBUG] [LOCAL ] No optimal features file found for KYN: ./output/feature-sets/KYN.txt [2025-10-09T00:06:47.879989] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:47.880060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:47.880128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:47.880231] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:47.898305] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:47.898946] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:47.899051] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:47.899122] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:47.941497] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:47.941616] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:47.941694] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:47.941752] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:47.945153] [DEBUG] [FORECASTER] KYN: Forecast T+1@11:T+2@11: DOWN (p=24.85%) [2025-10-09T00:06:47.945425] [INFO ] [FORECASTER] Completed predict_future for KYN [2025-10-09T00:06:47.945573] [INFO ] [sig ] KYN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:48.088796] [INFO ] [LOCAL ] Saved forecast: KYN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/KYN.txt [2025-10-09T00:06:48.089076] [WARN ] [sig ] [1158/2211] Failed KYN after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:48.089256] [INFO ] [sig ] [1159/2211] Forecasting L... [2025-10-09T00:06:48.089337] [INFO ] [sig ] Generating forecast for: L [2025-10-09T00:06:48.089422] [DEBUG] [REMOTE ] Fetching historical data for symbol 'L' from 'https://tdm.silogroup.org/data/derivative_storage/L.csv'. [2025-10-09T00:06:48.094381] [WARN ] [REMOTE ] Historical data not found for symbol 'L' (404). [2025-10-09T00:06:48.094566] [FATAL] [sig ] L: No historical data fetched. [2025-10-09T00:06:48.094681] [WARN ] [sig ] [1159/2211] Failed L after 0.0s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:48.094755] [INFO ] [sig ] [1160/2211] Forecasting LAC... [2025-10-09T00:06:48.094823] [INFO ] [sig ] Generating forecast for: LAC [2025-10-09T00:06:48.094893] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAC' from 'https://tdm.silogroup.org/data/derivative_storage/LAC.csv'. [2025-10-09T00:06:48.105474] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LAC'. [2025-10-09T00:06:48.105979] [INFO ] [FORECASTER] Starting predict_future for LAC [2025-10-09T00:06:48.131877] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:48.132779] [DEBUG] [LOCAL ] No optimal features file found for LAC: ./output/feature-sets/LAC.txt [2025-10-09T00:06:48.132858] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:48.132932] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:48.133017] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:48.133152] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:48.151205] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:48.151930] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:48.152036] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:48.152117] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:48.191330] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:48.191531] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:48.191581] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:48.191617] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:48.195311] [DEBUG] [FORECASTER] LAC: Forecast T+1@11:T+2@11: UP (p=79.26%) [2025-10-09T00:06:48.195617] [INFO ] [FORECASTER] Completed predict_future for LAC [2025-10-09T00:06:48.195810] [INFO ] [sig ] LAC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:48.341754] [INFO ] [LOCAL ] Saved forecast: LAC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LAC.txt [2025-10-09T00:06:48.342087] [WARN ] [sig ] [1160/2211] Failed LAC after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:48.342206] [INFO ] [sig ] [1161/2211] Forecasting LAD... [2025-10-09T00:06:48.342278] [INFO ] [sig ] Generating forecast for: LAD [2025-10-09T00:06:48.342366] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAD' from 'https://tdm.silogroup.org/data/derivative_storage/LAD.csv'. [2025-10-09T00:06:48.353008] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'LAD'. [2025-10-09T00:06:48.353523] [INFO ] [FORECASTER] Starting predict_future for LAD [2025-10-09T00:06:48.380883] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:48.381847] [DEBUG] [LOCAL ] No optimal features file found for LAD: ./output/feature-sets/LAD.txt [2025-10-09T00:06:48.381928] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:48.382005] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:48.382089] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:48.382278] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:48.400573] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:48.401445] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:48.401554] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:48.401639] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:48.438200] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:48.438377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:48.438424] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:48.438459] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:48.442097] [DEBUG] [FORECASTER] LAD: Forecast T+1@11:T+2@11: DOWN (p=38.11%) [2025-10-09T00:06:48.442404] [INFO ] [FORECASTER] Completed predict_future for LAD [2025-10-09T00:06:48.442546] [INFO ] [sig ] LAD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:48.661216] [INFO ] [LOCAL ] Saved forecast: LAD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LAD.txt [2025-10-09T00:06:48.661475] [WARN ] [sig ] [1161/2211] Failed LAD after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T00:06:48.661554] [INFO ] [sig ] [1162/2211] Forecasting LADR... [2025-10-09T00:06:48.661634] [INFO ] [sig ] Generating forecast for: LADR [2025-10-09T00:06:48.661729] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LADR' from 'https://tdm.silogroup.org/data/derivative_storage/LADR.csv'. [2025-10-09T00:06:48.671810] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LADR'. [2025-10-09T00:06:48.672169] [INFO ] [FORECASTER] Starting predict_future for LADR [2025-10-09T00:06:48.698355] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:48.699215] [DEBUG] [LOCAL ] No optimal features file found for LADR: ./output/feature-sets/LADR.txt [2025-10-09T00:06:48.699318] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:48.699390] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:48.699458] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:48.699557] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:48.718014] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:48.718748] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:48.718855] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:48.718924] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:48.754150] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:48.754276] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:48.754319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:48.754353] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:48.757618] [DEBUG] [FORECASTER] LADR: Forecast T+1@11:T+2@11: UP (p=84.91%) [2025-10-09T00:06:48.757936] [INFO ] [FORECASTER] Completed predict_future for LADR [2025-10-09T00:06:48.758077] [INFO ] [sig ] LADR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:48.902178] [INFO ] [LOCAL ] Saved forecast: LADR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LADR.txt [2025-10-09T00:06:48.902440] [WARN ] [sig ] [1162/2211] Failed LADR after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:48.902518] [INFO ] [sig ] [1163/2211] Forecasting LANV... [2025-10-09T00:06:48.902587] [INFO ] [sig ] Generating forecast for: LANV [2025-10-09T00:06:48.902682] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LANV' from 'https://tdm.silogroup.org/data/derivative_storage/LANV.csv'. [2025-10-09T00:06:48.912110] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'LANV'. [2025-10-09T00:06:48.912405] [INFO ] [FORECASTER] Starting predict_future for LANV [2025-10-09T00:06:48.938128] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:48.938943] [DEBUG] [LOCAL ] No optimal features file found for LANV: ./output/feature-sets/LANV.txt [2025-10-09T00:06:48.939021] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:48.939092] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:48.939159] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:48.939284] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:48.957277] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:48.957970] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:48.958076] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:48.958147] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:48.991362] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:48.991477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:48.991519] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:48.991554] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:48.994896] [DEBUG] [FORECASTER] LANV: Forecast T+1@11:T+2@11: DOWN (p=29.83%) [2025-10-09T00:06:48.995182] [INFO ] [FORECASTER] Completed predict_future for LANV [2025-10-09T00:06:48.995322] [INFO ] [sig ] LANV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:49.138251] [INFO ] [LOCAL ] Saved forecast: LANV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LANV.txt [2025-10-09T00:06:49.138483] [WARN ] [sig ] [1163/2211] Failed LANV after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:49.138561] [INFO ] [sig ] [1164/2211] Forecasting LAW... [2025-10-09T00:06:49.138630] [INFO ] [sig ] Generating forecast for: LAW [2025-10-09T00:06:49.138723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAW' from 'https://tdm.silogroup.org/data/derivative_storage/LAW.csv'. [2025-10-09T00:06:49.150690] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LAW'. [2025-10-09T00:06:49.151005] [INFO ] [FORECASTER] Starting predict_future for LAW [2025-10-09T00:06:49.176888] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:49.177674] [DEBUG] [LOCAL ] No optimal features file found for LAW: ./output/feature-sets/LAW.txt [2025-10-09T00:06:49.177756] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:49.177827] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:49.177895] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:49.177993] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:49.195766] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:49.196363] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:49.196464] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:49.196534] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:49.233557] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:49.233722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:49.233784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:49.233822] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:49.237062] [DEBUG] [FORECASTER] LAW: Forecast T+1@11:T+2@11: DOWN (p=45.87%) [2025-10-09T00:06:49.237354] [INFO ] [FORECASTER] Completed predict_future for LAW [2025-10-09T00:06:49.237493] [INFO ] [sig ] LAW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:49.381236] [INFO ] [LOCAL ] Saved forecast: LAW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LAW.txt [2025-10-09T00:06:49.381497] [WARN ] [sig ] [1164/2211] Failed LAW after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:49.381575] [INFO ] [sig ] [1165/2211] Forecasting LAZ... [2025-10-09T00:06:49.381671] [INFO ] [sig ] Generating forecast for: LAZ [2025-10-09T00:06:49.381745] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAZ' from 'https://tdm.silogroup.org/data/derivative_storage/LAZ.csv'. [2025-10-09T00:06:49.392322] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LAZ'. [2025-10-09T00:06:49.392624] [INFO ] [FORECASTER] Starting predict_future for LAZ [2025-10-09T00:06:49.418371] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:49.419152] [DEBUG] [LOCAL ] No optimal features file found for LAZ: ./output/feature-sets/LAZ.txt [2025-10-09T00:06:49.419229] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:49.419325] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:49.419392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:49.419494] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:49.437419] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:49.438078] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:49.438197] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:49.438280] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:49.470928] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:49.471043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:49.471085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:49.471119] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:49.474432] [DEBUG] [FORECASTER] LAZ: Forecast T+1@11:T+2@11: UP (p=92.42%) [2025-10-09T00:06:49.474784] [INFO ] [FORECASTER] Completed predict_future for LAZ [2025-10-09T00:06:49.474937] [INFO ] [sig ] LAZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:49.618682] [INFO ] [LOCAL ] Saved forecast: LAZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LAZ.txt [2025-10-09T00:06:49.618936] [WARN ] [sig ] [1165/2211] Failed LAZ after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:49.619030] [INFO ] [sig ] [1166/2211] Forecasting LB... [2025-10-09T00:06:49.619109] [INFO ] [sig ] Generating forecast for: LB [2025-10-09T00:06:49.619187] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LB' from 'https://tdm.silogroup.org/data/derivative_storage/LB.csv'. [2025-10-09T00:06:49.629068] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LB'. [2025-10-09T00:06:49.629410] [INFO ] [FORECASTER] Starting predict_future for LB [2025-10-09T00:06:49.655779] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:49.656591] [DEBUG] [LOCAL ] No optimal features file found for LB: ./output/feature-sets/LB.txt [2025-10-09T00:06:49.656695] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:49.656768] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:49.656858] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:49.656958] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:49.675291] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:49.675946] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:49.676053] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:49.676127] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:49.709776] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:49.709932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:49.709974] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:49.710008] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:49.713369] [DEBUG] [FORECASTER] LB: Forecast T+1@11:T+2@11: DOWN (p=22.16%) [2025-10-09T00:06:49.713677] [INFO ] [FORECASTER] Completed predict_future for LB [2025-10-09T00:06:49.713833] [INFO ] [sig ] LB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:49.856056] [INFO ] [LOCAL ] Saved forecast: LB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LB.txt [2025-10-09T00:06:49.856298] [WARN ] [sig ] [1166/2211] Failed LB after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:49.856375] [INFO ] [sig ] [1167/2211] Forecasting LBRT... [2025-10-09T00:06:49.856445] [INFO ] [sig ] Generating forecast for: LBRT [2025-10-09T00:06:49.856518] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LBRT' from 'https://tdm.silogroup.org/data/derivative_storage/LBRT.csv'. [2025-10-09T00:06:49.866592] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LBRT'. [2025-10-09T00:06:49.866943] [INFO ] [FORECASTER] Starting predict_future for LBRT [2025-10-09T00:06:49.892528] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:49.893375] [DEBUG] [LOCAL ] No optimal features file found for LBRT: ./output/feature-sets/LBRT.txt [2025-10-09T00:06:49.893458] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:49.893526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:49.893596] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:49.893717] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:49.911264] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:49.911943] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:49.912048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:49.912117] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:49.944606] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:49.944766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:49.944819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:49.944855] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:49.948226] [DEBUG] [FORECASTER] LBRT: Forecast T+1@11:T+2@11: DOWN (p=4.39%) [2025-10-09T00:06:49.948505] [INFO ] [FORECASTER] Completed predict_future for LBRT [2025-10-09T00:06:49.948639] [INFO ] [sig ] LBRT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:50.089927] [INFO ] [LOCAL ] Saved forecast: LBRT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LBRT.txt [2025-10-09T00:06:50.090183] [WARN ] [sig ] [1167/2211] Failed LBRT after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:50.090276] [INFO ] [sig ] [1168/2211] Forecasting LC... [2025-10-09T00:06:50.090348] [INFO ] [sig ] Generating forecast for: LC [2025-10-09T00:06:50.090419] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LC' from 'https://tdm.silogroup.org/data/derivative_storage/LC.csv'. [2025-10-09T00:06:50.100597] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LC'. [2025-10-09T00:06:50.100971] [INFO ] [FORECASTER] Starting predict_future for LC [2025-10-09T00:06:50.126329] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:50.127138] [DEBUG] [LOCAL ] No optimal features file found for LC: ./output/feature-sets/LC.txt [2025-10-09T00:06:50.127216] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:50.127287] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:50.127354] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:50.127451] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:50.145153] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:50.145802] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:50.145906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:50.145976] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:50.180577] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:50.180701] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:50.180762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:50.180796] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:50.183972] [DEBUG] [FORECASTER] LC: Forecast T+1@11:T+2@11: DOWN (p=8.14%) [2025-10-09T00:06:50.184277] [INFO ] [FORECASTER] Completed predict_future for LC [2025-10-09T00:06:50.184414] [INFO ] [sig ] LC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:50.324681] [INFO ] [LOCAL ] Saved forecast: LC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LC.txt [2025-10-09T00:06:50.324923] [WARN ] [sig ] [1168/2211] Failed LC after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:50.325002] [INFO ] [sig ] [1169/2211] Forecasting LCII... [2025-10-09T00:06:50.325072] [INFO ] [sig ] Generating forecast for: LCII [2025-10-09T00:06:50.325142] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LCII' from 'https://tdm.silogroup.org/data/derivative_storage/LCII.csv'. [2025-10-09T00:06:50.334715] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LCII'. [2025-10-09T00:06:50.335040] [INFO ] [FORECASTER] Starting predict_future for LCII [2025-10-09T00:06:50.360176] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:50.360951] [DEBUG] [LOCAL ] No optimal features file found for LCII: ./output/feature-sets/LCII.txt [2025-10-09T00:06:50.361029] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:50.361101] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:50.361183] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:50.361304] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:50.379002] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:50.379626] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:50.379750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:50.379820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:50.415027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:50.415141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:50.415192] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:50.415233] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:50.418415] [DEBUG] [FORECASTER] LCII: Forecast T+1@11:T+2@11: UP (p=61.16%) [2025-10-09T00:06:50.418724] [INFO ] [FORECASTER] Completed predict_future for LCII [2025-10-09T00:06:50.418870] [INFO ] [sig ] LCII: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:50.560695] [INFO ] [LOCAL ] Saved forecast: LCII 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LCII.txt [2025-10-09T00:06:50.560965] [WARN ] [sig ] [1169/2211] Failed LCII after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:50.561046] [INFO ] [sig ] [1170/2211] Forecasting LDI... [2025-10-09T00:06:50.561130] [INFO ] [sig ] Generating forecast for: LDI [2025-10-09T00:06:50.561220] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LDI' from 'https://tdm.silogroup.org/data/derivative_storage/LDI.csv'. [2025-10-09T00:06:50.571412] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LDI'. [2025-10-09T00:06:50.571761] [INFO ] [FORECASTER] Starting predict_future for LDI [2025-10-09T00:06:50.596843] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:50.597623] [DEBUG] [LOCAL ] No optimal features file found for LDI: ./output/feature-sets/LDI.txt [2025-10-09T00:06:50.597722] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:50.597792] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:50.597860] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:50.597963] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:50.615366] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:50.615988] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:50.616089] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:50.616161] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:50.651594] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:50.651724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:50.651780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:50.651815] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:50.654984] [DEBUG] [FORECASTER] LDI: Forecast T+1@11:T+2@11: DOWN (p=29.21%) [2025-10-09T00:06:50.655263] [INFO ] [FORECASTER] Completed predict_future for LDI [2025-10-09T00:06:50.655395] [INFO ] [sig ] LDI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:50.797554] [INFO ] [LOCAL ] Saved forecast: LDI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LDI.txt [2025-10-09T00:06:50.797814] [WARN ] [sig ] [1170/2211] Failed LDI after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:50.797889] [INFO ] [sig ] [1171/2211] Forecasting LDOS... [2025-10-09T00:06:50.797933] [INFO ] [sig ] Generating forecast for: LDOS [2025-10-09T00:06:50.797972] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LDOS' from 'https://tdm.silogroup.org/data/derivative_storage/LDOS.csv'. [2025-10-09T00:06:50.808091] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LDOS'. [2025-10-09T00:06:50.808421] [INFO ] [FORECASTER] Starting predict_future for LDOS [2025-10-09T00:06:50.833543] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:50.834293] [DEBUG] [LOCAL ] No optimal features file found for LDOS: ./output/feature-sets/LDOS.txt [2025-10-09T00:06:50.834371] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:50.834441] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:50.834508] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:50.834613] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:50.852499] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:50.853120] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:50.853226] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:50.853297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:50.889192] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:50.889326] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:50.889393] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:50.889430] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:50.892960] [DEBUG] [FORECASTER] LDOS: Forecast T+1@11:T+2@11: UP (p=98.63%) [2025-10-09T00:06:50.893255] [INFO ] [FORECASTER] Completed predict_future for LDOS [2025-10-09T00:06:50.893389] [INFO ] [sig ] LDOS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:51.038169] [INFO ] [LOCAL ] Saved forecast: LDOS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LDOS.txt [2025-10-09T00:06:51.038429] [WARN ] [sig ] [1171/2211] Failed LDOS after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:51.038505] [INFO ] [sig ] [1172/2211] Forecasting LDP... [2025-10-09T00:06:51.038576] [INFO ] [sig ] Generating forecast for: LDP [2025-10-09T00:06:51.038667] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LDP' from 'https://tdm.silogroup.org/data/derivative_storage/LDP.csv'. [2025-10-09T00:06:51.048915] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LDP'. [2025-10-09T00:06:51.049277] [INFO ] [FORECASTER] Starting predict_future for LDP [2025-10-09T00:06:51.074544] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:51.075306] [DEBUG] [LOCAL ] No optimal features file found for LDP: ./output/feature-sets/LDP.txt [2025-10-09T00:06:51.075385] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:51.075457] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:51.075525] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:51.075624] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:51.094128] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:51.094789] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:51.094895] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:51.094942] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:51.129517] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:51.129625] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:51.129704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:51.129756] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:51.132933] [DEBUG] [FORECASTER] LDP: Forecast T+1@11:T+2@11: DOWN (p=43.27%) [2025-10-09T00:06:51.133209] [INFO ] [FORECASTER] Completed predict_future for LDP [2025-10-09T00:06:51.133343] [INFO ] [sig ] LDP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:51.275867] [INFO ] [LOCAL ] Saved forecast: LDP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LDP.txt [2025-10-09T00:06:51.276142] [WARN ] [sig ] [1172/2211] Failed LDP after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:51.276223] [INFO ] [sig ] [1173/2211] Forecasting LEA... [2025-10-09T00:06:51.276291] [INFO ] [sig ] Generating forecast for: LEA [2025-10-09T00:06:51.276343] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEA' from 'https://tdm.silogroup.org/data/derivative_storage/LEA.csv'. [2025-10-09T00:06:51.286389] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LEA'. [2025-10-09T00:06:51.286762] [INFO ] [FORECASTER] Starting predict_future for LEA [2025-10-09T00:06:51.313041] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:51.313918] [DEBUG] [LOCAL ] No optimal features file found for LEA: ./output/feature-sets/LEA.txt [2025-10-09T00:06:51.313997] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:51.314070] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:51.314157] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:51.314262] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:51.332201] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:51.332834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:51.332939] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:51.333008] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:51.367025] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:51.367124] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:51.367166] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:51.367201] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:51.370527] [DEBUG] [FORECASTER] LEA: Forecast T+1@11:T+2@11: UP (p=97.22%) [2025-10-09T00:06:51.370847] [INFO ] [FORECASTER] Completed predict_future for LEA [2025-10-09T00:06:51.371001] [INFO ] [sig ] LEA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:51.515589] [INFO ] [LOCAL ] Saved forecast: LEA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LEA.txt [2025-10-09T00:06:51.515851] [WARN ] [sig ] [1173/2211] Failed LEA after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:51.515929] [INFO ] [sig ] [1174/2211] Forecasting LEG... [2025-10-09T00:06:51.515998] [INFO ] [sig ] Generating forecast for: LEG [2025-10-09T00:06:51.516068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEG' from 'https://tdm.silogroup.org/data/derivative_storage/LEG.csv'. [2025-10-09T00:06:51.525882] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LEG'. [2025-10-09T00:06:51.526197] [INFO ] [FORECASTER] Starting predict_future for LEG [2025-10-09T00:06:51.551698] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:51.552458] [DEBUG] [LOCAL ] No optimal features file found for LEG: ./output/feature-sets/LEG.txt [2025-10-09T00:06:51.552538] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:51.552624] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:51.552718] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:51.552833] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:51.570325] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:51.570953] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:51.571054] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:51.571136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:51.607437] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:51.607563] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:51.607606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:51.607640] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:51.611172] [DEBUG] [FORECASTER] LEG: Forecast T+1@11:T+2@11: DOWN (p=49.60%) [2025-10-09T00:06:51.611484] [INFO ] [FORECASTER] Completed predict_future for LEG [2025-10-09T00:06:51.611618] [INFO ] [sig ] LEG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:51.755210] [INFO ] [LOCAL ] Saved forecast: LEG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LEG.txt [2025-10-09T00:06:51.755471] [WARN ] [sig ] [1174/2211] Failed LEG after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:51.755552] [INFO ] [sig ] [1175/2211] Forecasting LEN... [2025-10-09T00:06:51.755636] [INFO ] [sig ] Generating forecast for: LEN [2025-10-09T00:06:51.755746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEN' from 'https://tdm.silogroup.org/data/derivative_storage/LEN.csv'. [2025-10-09T00:06:51.765820] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LEN'. [2025-10-09T00:06:51.766151] [INFO ] [FORECASTER] Starting predict_future for LEN [2025-10-09T00:06:51.791979] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:51.792809] [DEBUG] [LOCAL ] No optimal features file found for LEN: ./output/feature-sets/LEN.txt [2025-10-09T00:06:51.792888] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:51.792961] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:51.793030] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:51.793128] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:51.811030] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:51.811688] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:51.811792] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:51.811861] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:51.849571] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:51.849711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:51.849772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:51.849808] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:51.853049] [DEBUG] [FORECASTER] LEN: Forecast T+1@11:T+2@11: UP (p=82.99%) [2025-10-09T00:06:51.853337] [INFO ] [FORECASTER] Completed predict_future for LEN [2025-10-09T00:06:51.853475] [INFO ] [sig ] LEN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:51.997788] [INFO ] [LOCAL ] Saved forecast: LEN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LEN.txt [2025-10-09T00:06:51.998022] [WARN ] [sig ] [1175/2211] Failed LEN after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:51.998121] [INFO ] [sig ] [1176/2211] Forecasting LEO... [2025-10-09T00:06:51.998203] [INFO ] [sig ] Generating forecast for: LEO [2025-10-09T00:06:51.998276] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEO' from 'https://tdm.silogroup.org/data/derivative_storage/LEO.csv'. [2025-10-09T00:06:52.008024] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LEO'. [2025-10-09T00:06:52.008351] [INFO ] [FORECASTER] Starting predict_future for LEO [2025-10-09T00:06:52.033948] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:52.034770] [DEBUG] [LOCAL ] No optimal features file found for LEO: ./output/feature-sets/LEO.txt [2025-10-09T00:06:52.034848] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:52.034925] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:52.034993] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:52.035091] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:52.053589] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:52.054215] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:52.054324] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:52.054406] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:52.089765] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:52.089882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:52.089922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:52.089956] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:52.093250] [DEBUG] [FORECASTER] LEO: Forecast T+1@11:T+2@11: DOWN (p=37.75%) [2025-10-09T00:06:52.093541] [INFO ] [FORECASTER] Completed predict_future for LEO [2025-10-09T00:06:52.093715] [INFO ] [sig ] LEO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:52.236666] [INFO ] [LOCAL ] Saved forecast: LEO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LEO.txt [2025-10-09T00:06:52.236921] [WARN ] [sig ] [1176/2211] Failed LEO after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:52.237003] [INFO ] [sig ] [1177/2211] Forecasting LEVI... [2025-10-09T00:06:52.237152] [INFO ] [sig ] Generating forecast for: LEVI [2025-10-09T00:06:52.237226] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEVI' from 'https://tdm.silogroup.org/data/derivative_storage/LEVI.csv'. [2025-10-09T00:06:52.247592] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LEVI'. [2025-10-09T00:06:52.247951] [INFO ] [FORECASTER] Starting predict_future for LEVI [2025-10-09T00:06:52.273923] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:52.274712] [DEBUG] [LOCAL ] No optimal features file found for LEVI: ./output/feature-sets/LEVI.txt [2025-10-09T00:06:52.274789] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:52.274860] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:52.274927] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:52.275026] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:52.292960] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:52.293569] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:52.293707] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:52.293779] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:52.330102] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:52.330241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:52.330293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:52.330334] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:52.333729] [DEBUG] [FORECASTER] LEVI: Forecast T+1@11:T+2@11: UP (p=73.87%) [2025-10-09T00:06:52.334035] [INFO ] [FORECASTER] Completed predict_future for LEVI [2025-10-09T00:06:52.334173] [INFO ] [sig ] LEVI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:52.477583] [INFO ] [LOCAL ] Saved forecast: LEVI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LEVI.txt [2025-10-09T00:06:52.477847] [WARN ] [sig ] [1177/2211] Failed LEVI after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:52.477925] [INFO ] [sig ] [1178/2211] Forecasting LFT... [2025-10-09T00:06:52.478071] [INFO ] [sig ] Generating forecast for: LFT [2025-10-09T00:06:52.478144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LFT' from 'https://tdm.silogroup.org/data/derivative_storage/LFT.csv'. [2025-10-09T00:06:52.488375] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LFT'. [2025-10-09T00:06:52.488736] [INFO ] [FORECASTER] Starting predict_future for LFT [2025-10-09T00:06:52.514730] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:52.515515] [DEBUG] [LOCAL ] No optimal features file found for LFT: ./output/feature-sets/LFT.txt [2025-10-09T00:06:52.515596] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:52.515699] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:52.515777] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:52.515878] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:52.534076] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:52.534696] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:52.534804] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:52.534874] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:52.569530] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:52.569669] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:52.569753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:52.569793] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:52.573183] [DEBUG] [FORECASTER] LFT: Forecast T+1@11:T+2@11: UP (p=92.10%) [2025-10-09T00:06:52.573463] [INFO ] [FORECASTER] Completed predict_future for LFT [2025-10-09T00:06:52.573596] [INFO ] [sig ] LFT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:52.717247] [INFO ] [LOCAL ] Saved forecast: LFT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LFT.txt [2025-10-09T00:06:52.717488] [WARN ] [sig ] [1178/2211] Failed LFT after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:52.717565] [INFO ] [sig ] [1179/2211] Forecasting LGI... [2025-10-09T00:06:52.717634] [INFO ] [sig ] Generating forecast for: LGI [2025-10-09T00:06:52.717732] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LGI' from 'https://tdm.silogroup.org/data/derivative_storage/LGI.csv'. [2025-10-09T00:06:52.727925] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LGI'. [2025-10-09T00:06:52.728284] [INFO ] [FORECASTER] Starting predict_future for LGI [2025-10-09T00:06:52.754082] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:52.754886] [DEBUG] [LOCAL ] No optimal features file found for LGI: ./output/feature-sets/LGI.txt [2025-10-09T00:06:52.754963] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:52.755034] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:52.755102] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:52.755200] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:52.773063] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:52.773669] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:52.773771] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:52.773841] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:52.807853] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:52.807958] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:52.807999] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:52.808033] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:52.811329] [DEBUG] [FORECASTER] LGI: Forecast T+1@11:T+2@11: DOWN (p=34.40%) [2025-10-09T00:06:52.811610] [INFO ] [FORECASTER] Completed predict_future for LGI [2025-10-09T00:06:52.811787] [INFO ] [sig ] LGI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:52.952764] [INFO ] [LOCAL ] Saved forecast: LGI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LGI.txt [2025-10-09T00:06:52.953000] [WARN ] [sig ] [1179/2211] Failed LGI after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:52.953076] [INFO ] [sig ] [1180/2211] Forecasting LH... [2025-10-09T00:06:52.953153] [INFO ] [sig ] Generating forecast for: LH [2025-10-09T00:06:52.953229] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LH' from 'https://tdm.silogroup.org/data/derivative_storage/LH.csv'. [2025-10-09T00:06:52.963270] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LH'. [2025-10-09T00:06:52.963587] [INFO ] [FORECASTER] Starting predict_future for LH [2025-10-09T00:06:52.988808] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:52.989637] [DEBUG] [LOCAL ] No optimal features file found for LH: ./output/feature-sets/LH.txt [2025-10-09T00:06:52.989738] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:52.989809] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:52.989877] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:52.990082] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:53.007896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:53.008506] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:53.008607] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:53.008698] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:53.041320] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:53.041428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:53.041469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:53.041503] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:53.044955] [DEBUG] [FORECASTER] LH: Forecast T+1@11:T+2@11: UP (p=98.55%) [2025-10-09T00:06:53.045235] [INFO ] [FORECASTER] Completed predict_future for LH [2025-10-09T00:06:53.045368] [INFO ] [sig ] LH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:53.187763] [INFO ] [LOCAL ] Saved forecast: LH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LH.txt [2025-10-09T00:06:53.187999] [WARN ] [sig ] [1180/2211] Failed LH after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T00:06:53.188085] [INFO ] [sig ] [1181/2211] Forecasting LHX... [2025-10-09T00:06:53.188202] [INFO ] [sig ] Generating forecast for: LHX [2025-10-09T00:06:53.188276] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LHX' from 'https://tdm.silogroup.org/data/derivative_storage/LHX.csv'. [2025-10-09T00:06:53.199264] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LHX'. [2025-10-09T00:06:53.199614] [INFO ] [FORECASTER] Starting predict_future for LHX [2025-10-09T00:06:53.225955] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:53.226724] [DEBUG] [LOCAL ] No optimal features file found for LHX: ./output/feature-sets/LHX.txt [2025-10-09T00:06:53.226801] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:53.226871] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:53.226940] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:53.227050] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:53.244878] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:53.245461] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:53.245565] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:53.245634] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:53.281679] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:53.281797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:53.281843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:53.281877] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:53.285263] [DEBUG] [FORECASTER] LHX: Forecast T+1@11:T+2@11: UP (p=99.45%) [2025-10-09T00:06:53.285557] [INFO ] [FORECASTER] Completed predict_future for LHX [2025-10-09T00:06:53.285727] [INFO ] [sig ] LHX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:53.429637] [INFO ] [LOCAL ] Saved forecast: LHX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LHX.txt [2025-10-09T00:06:53.429903] [WARN ] [sig ] [1181/2211] Failed LHX after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T00:06:53.429983] [INFO ] [sig ] [1182/2211] Forecasting LII... [2025-10-09T00:06:53.430073] [INFO ] [sig ] Generating forecast for: LII [2025-10-09T00:06:53.430152] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LII' from 'https://tdm.silogroup.org/data/derivative_storage/LII.csv'. [2025-10-09T00:06:53.439830] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LII'. [2025-10-09T00:06:53.440169] [INFO ] [FORECASTER] Starting predict_future for LII [2025-10-09T00:06:53.466115] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:53.466919] [DEBUG] [LOCAL ] No optimal features file found for LII: ./output/feature-sets/LII.txt [2025-10-09T00:06:53.466998] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:53.467070] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:53.467139] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:53.467243] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:53.485087] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:53.485707] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:53.485811] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:53.485881] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:53.518562] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:53.518704] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:53.518765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:53.518801] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:53.522199] [DEBUG] [FORECASTER] LII: Forecast T+1@11:T+2@11: UP (p=84.51%) [2025-10-09T00:06:53.522486] [INFO ] [FORECASTER] Completed predict_future for LII [2025-10-09T00:06:53.522621] [INFO ] [sig ] LII: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:53.664536] [INFO ] [LOCAL ] Saved forecast: LII 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LII.txt [2025-10-09T00:06:53.664796] [WARN ] [sig ] [1182/2211] Failed LII after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T00:06:53.664875] [INFO ] [sig ] [1183/2211] Forecasting LION... [2025-10-09T00:06:53.664988] [INFO ] [sig ] Generating forecast for: LION [2025-10-09T00:06:53.665071] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LION' from 'https://tdm.silogroup.org/data/derivative_storage/LION.csv'. [2025-10-09T00:06:53.674684] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LION'. [2025-10-09T00:06:53.675025] [INFO ] [FORECASTER] Starting predict_future for LION [2025-10-09T00:06:53.700371] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:53.701177] [DEBUG] [LOCAL ] No optimal features file found for LION: ./output/feature-sets/LION.txt [2025-10-09T00:06:53.701256] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:53.701329] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:53.701408] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:53.701519] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:53.719062] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:53.719728] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:53.719830] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:53.719910] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:53.752064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:53.752184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:53.752226] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:53.752258] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:53.755619] [DEBUG] [FORECASTER] LION: Forecast T+1@11:T+2@11: UP (p=92.49%) [2025-10-09T00:06:53.755976] [INFO ] [FORECASTER] Completed predict_future for LION [2025-10-09T00:06:53.756127] [INFO ] [sig ] LION: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:53.899484] [INFO ] [LOCAL ] Saved forecast: LION 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LION.txt [2025-10-09T00:06:53.899769] [WARN ] [sig ] [1183/2211] Failed LION after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T00:06:53.899870] [INFO ] [sig ] [1184/2211] Forecasting LITB... [2025-10-09T00:06:53.899953] [INFO ] [sig ] Generating forecast for: LITB [2025-10-09T00:06:53.900036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LITB' from 'https://tdm.silogroup.org/data/derivative_storage/LITB.csv'. [2025-10-09T00:06:53.909544] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LITB'. [2025-10-09T00:06:53.910022] [INFO ] [FORECASTER] Starting predict_future for LITB [2025-10-09T00:06:53.936403] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:53.937257] [DEBUG] [LOCAL ] No optimal features file found for LITB: ./output/feature-sets/LITB.txt [2025-10-09T00:06:53.937335] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:53.937407] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:53.937475] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:53.937571] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:53.955530] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:53.956271] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:53.956383] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:53.956453] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:53.991117] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:53.991259] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:53.991300] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:53.991334] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:53.994752] [DEBUG] [FORECASTER] LITB: Forecast T+1@11:T+2@11: DOWN (p=2.12%) [2025-10-09T00:06:53.995044] [INFO ] [FORECASTER] Completed predict_future for LITB [2025-10-09T00:06:53.995187] [INFO ] [sig ] LITB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:54.136077] [INFO ] [LOCAL ] Saved forecast: LITB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LITB.txt [2025-10-09T00:06:54.136375] [WARN ] [sig ] [1184/2211] Failed LITB after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T00:06:54.136467] [INFO ] [sig ] [1185/2211] Forecasting LLY... [2025-10-09T00:06:54.136539] [INFO ] [sig ] Generating forecast for: LLY [2025-10-09T00:06:54.136612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LLY' from 'https://tdm.silogroup.org/data/derivative_storage/LLY.csv'. [2025-10-09T00:06:54.147005] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LLY'. [2025-10-09T00:06:54.147396] [INFO ] [FORECASTER] Starting predict_future for LLY [2025-10-09T00:06:54.172721] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:54.173452] [DEBUG] [LOCAL ] No optimal features file found for LLY: ./output/feature-sets/LLY.txt [2025-10-09T00:06:54.173528] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:54.173599] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:54.173688] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:54.173787] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:54.191383] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:54.192078] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:54.192181] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:54.192250] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:54.221861] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:54.221965] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:54.222007] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:54.222060] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:54.225195] [DEBUG] [FORECASTER] LLY: Forecast T+1@11:T+2@11: UP (p=51.40%) [2025-10-09T00:06:54.225472] [INFO ] [FORECASTER] Completed predict_future for LLY [2025-10-09T00:06:54.225603] [INFO ] [sig ] LLY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:54.365271] [INFO ] [LOCAL ] Saved forecast: LLY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LLY.txt [2025-10-09T00:06:54.365527] [WARN ] [sig ] [1185/2211] Failed LLY after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T00:06:54.365604] [INFO ] [sig ] [1186/2211] Forecasting LMND... [2025-10-09T00:06:54.365700] [INFO ] [sig ] Generating forecast for: LMND [2025-10-09T00:06:54.365771] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LMND' from 'https://tdm.silogroup.org/data/derivative_storage/LMND.csv'. [2025-10-09T00:06:54.375775] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LMND'. [2025-10-09T00:06:54.376098] [INFO ] [FORECASTER] Starting predict_future for LMND [2025-10-09T00:06:54.401395] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:54.402156] [DEBUG] [LOCAL ] No optimal features file found for LMND: ./output/feature-sets/LMND.txt [2025-10-09T00:06:54.402232] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:54.402303] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:54.402371] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:54.402467] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:54.420499] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:54.421111] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:54.421211] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:54.421280] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:54.452667] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:54.452782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:54.452824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:54.452858] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:54.456012] [DEBUG] [FORECASTER] LMND: Forecast T+1@11:T+2@11: UP (p=68.22%) [2025-10-09T00:06:54.456296] [INFO ] [FORECASTER] Completed predict_future for LMND [2025-10-09T00:06:54.456426] [INFO ] [sig ] LMND: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:54.597277] [INFO ] [LOCAL ] Saved forecast: LMND 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LMND.txt [2025-10-09T00:06:54.597515] [WARN ] [sig ] [1186/2211] Failed LMND after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T00:06:54.597592] [INFO ] [sig ] [1187/2211] Forecasting LMT... [2025-10-09T00:06:54.597684] [INFO ] [sig ] Generating forecast for: LMT [2025-10-09T00:06:54.597760] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LMT' from 'https://tdm.silogroup.org/data/derivative_storage/LMT.csv'. [2025-10-09T00:06:54.608046] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LMT'. [2025-10-09T00:06:54.608390] [INFO ] [FORECASTER] Starting predict_future for LMT [2025-10-09T00:06:54.633770] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:54.634551] [DEBUG] [LOCAL ] No optimal features file found for LMT: ./output/feature-sets/LMT.txt [2025-10-09T00:06:54.634639] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:54.634741] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:54.634826] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:54.635005] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:54.652560] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:54.653227] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:54.653332] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:54.653413] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:54.685718] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:54.685824] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:54.685900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:54.685969] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:54.689216] [DEBUG] [FORECASTER] LMT: Forecast T+1@11:T+2@11: DOWN (p=16.90%) [2025-10-09T00:06:54.689529] [INFO ] [FORECASTER] Completed predict_future for LMT [2025-10-09T00:06:54.689697] [INFO ] [sig ] LMT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:54.830519] [INFO ] [LOCAL ] Saved forecast: LMT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LMT.txt [2025-10-09T00:06:54.830806] [WARN ] [sig ] [1187/2211] Failed LMT after 0.2s | 4.35 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T00:06:54.830889] [INFO ] [sig ] [1188/2211] Forecasting LNC... [2025-10-09T00:06:54.830959] [INFO ] [sig ] Generating forecast for: LNC [2025-10-09T00:06:54.831031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LNC' from 'https://tdm.silogroup.org/data/derivative_storage/LNC.csv'. [2025-10-09T00:06:54.840713] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LNC'. [2025-10-09T00:06:54.841054] [INFO ] [FORECASTER] Starting predict_future for LNC [2025-10-09T00:06:54.866444] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:54.867231] [DEBUG] [LOCAL ] No optimal features file found for LNC: ./output/feature-sets/LNC.txt [2025-10-09T00:06:54.867313] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:54.867384] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:54.867451] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:54.867549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:54.884905] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:54.885477] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:54.885578] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:54.885668] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:54.916601] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:54.916742] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:54.916796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:54.916832] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:54.920086] [DEBUG] [FORECASTER] LNC: Forecast T+1@11:T+2@11: UP (p=50.58%) [2025-10-09T00:06:54.920375] [INFO ] [FORECASTER] Completed predict_future for LNC [2025-10-09T00:06:54.920514] [INFO ] [sig ] LNC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:55.061786] [INFO ] [LOCAL ] Saved forecast: LNC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LNC.txt [2025-10-09T00:06:55.062019] [WARN ] [sig ] [1188/2211] Failed LNC after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:55.062097] [INFO ] [sig ] [1189/2211] Forecasting LND... [2025-10-09T00:06:55.062171] [INFO ] [sig ] Generating forecast for: LND [2025-10-09T00:06:55.062242] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LND' from 'https://tdm.silogroup.org/data/derivative_storage/LND.csv'. [2025-10-09T00:06:55.071679] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LND'. [2025-10-09T00:06:55.072008] [INFO ] [FORECASTER] Starting predict_future for LND [2025-10-09T00:06:55.097184] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:55.097994] [DEBUG] [LOCAL ] No optimal features file found for LND: ./output/feature-sets/LND.txt [2025-10-09T00:06:55.098070] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:55.098140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:55.098208] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:55.098343] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:55.116096] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:55.116754] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:55.116853] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:55.116921] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:55.141314] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:55.141415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:55.141455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:55.141489] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:55.144605] [DEBUG] [FORECASTER] LND: Forecast T+1@11:T+2@11: UP (p=97.06%) [2025-10-09T00:06:55.144906] [INFO ] [FORECASTER] Completed predict_future for LND [2025-10-09T00:06:55.145043] [INFO ] [sig ] LND: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:55.287808] [INFO ] [LOCAL ] Saved forecast: LND 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LND.txt [2025-10-09T00:06:55.288061] [WARN ] [sig ] [1189/2211] Failed LND after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:55.288179] [INFO ] [sig ] [1190/2211] Forecasting LNG... [2025-10-09T00:06:55.288253] [INFO ] [sig ] Generating forecast for: LNG [2025-10-09T00:06:55.288337] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LNG' from 'https://tdm.silogroup.org/data/derivative_storage/LNG.csv'. [2025-10-09T00:06:55.298193] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LNG'. [2025-10-09T00:06:55.298504] [INFO ] [FORECASTER] Starting predict_future for LNG [2025-10-09T00:06:55.324292] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:55.325195] [DEBUG] [LOCAL ] No optimal features file found for LNG: ./output/feature-sets/LNG.txt [2025-10-09T00:06:55.325277] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:55.325350] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:55.325432] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:55.325555] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:55.343719] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:55.344344] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:55.344449] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:55.344496] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:55.370820] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:55.370927] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:55.370969] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:55.371002] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:55.374210] [DEBUG] [FORECASTER] LNG: Forecast T+1@11:T+2@11: UP (p=88.92%) [2025-10-09T00:06:55.374484] [INFO ] [FORECASTER] Completed predict_future for LNG [2025-10-09T00:06:55.374613] [INFO ] [sig ] LNG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:55.516908] [INFO ] [LOCAL ] Saved forecast: LNG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LNG.txt [2025-10-09T00:06:55.517149] [WARN ] [sig ] [1190/2211] Failed LNG after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:55.517247] [INFO ] [sig ] [1191/2211] Forecasting LNN... [2025-10-09T00:06:55.517318] [INFO ] [sig ] Generating forecast for: LNN [2025-10-09T00:06:55.517395] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LNN' from 'https://tdm.silogroup.org/data/derivative_storage/LNN.csv'. [2025-10-09T00:06:55.527055] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LNN'. [2025-10-09T00:06:55.527400] [INFO ] [FORECASTER] Starting predict_future for LNN [2025-10-09T00:06:55.553122] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:55.553996] [DEBUG] [LOCAL ] No optimal features file found for LNN: ./output/feature-sets/LNN.txt [2025-10-09T00:06:55.554085] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:55.554180] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:55.554273] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:55.554414] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:55.572242] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:55.572946] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:55.573048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:55.573136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:55.604341] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:55.604459] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:55.604504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:55.604542] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:55.608336] [DEBUG] [FORECASTER] LNN: Forecast T+1@11:T+2@11: DOWN (p=2.77%) [2025-10-09T00:06:55.608672] [INFO ] [FORECASTER] Completed predict_future for LNN [2025-10-09T00:06:55.608838] [INFO ] [sig ] LNN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:55.752721] [INFO ] [LOCAL ] Saved forecast: LNN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LNN.txt [2025-10-09T00:06:55.753002] [WARN ] [sig ] [1191/2211] Failed LNN after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:55.753097] [INFO ] [sig ] [1192/2211] Forecasting LOAR... [2025-10-09T00:06:55.753194] [INFO ] [sig ] Generating forecast for: LOAR [2025-10-09T00:06:55.753295] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOAR' from 'https://tdm.silogroup.org/data/derivative_storage/LOAR.csv'. [2025-10-09T00:06:55.763382] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LOAR'. [2025-10-09T00:06:55.763755] [INFO ] [FORECASTER] Starting predict_future for LOAR [2025-10-09T00:06:55.789553] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:55.790382] [DEBUG] [LOCAL ] No optimal features file found for LOAR: ./output/feature-sets/LOAR.txt [2025-10-09T00:06:55.790471] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:55.790566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:55.790689] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:55.790829] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:55.810356] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:55.811094] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:55.811219] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:55.811304] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:55.843519] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:55.843639] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:55.843735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:55.843795] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:55.847456] [DEBUG] [FORECASTER] LOAR: Forecast T+1@11:T+2@11: UP (p=87.46%) [2025-10-09T00:06:55.847817] [INFO ] [FORECASTER] Completed predict_future for LOAR [2025-10-09T00:06:55.847974] [INFO ] [sig ] LOAR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:55.994005] [INFO ] [LOCAL ] Saved forecast: LOAR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LOAR.txt [2025-10-09T00:06:55.994250] [WARN ] [sig ] [1192/2211] Failed LOAR after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:55.994330] [INFO ] [sig ] [1193/2211] Forecasting LOB... [2025-10-09T00:06:55.994401] [INFO ] [sig ] Generating forecast for: LOB [2025-10-09T00:06:55.994473] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOB' from 'https://tdm.silogroup.org/data/derivative_storage/LOB.csv'. [2025-10-09T00:06:56.003936] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LOB'. [2025-10-09T00:06:56.004244] [INFO ] [FORECASTER] Starting predict_future for LOB [2025-10-09T00:06:56.030451] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:56.031249] [DEBUG] [LOCAL ] No optimal features file found for LOB: ./output/feature-sets/LOB.txt [2025-10-09T00:06:56.031330] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:56.031419] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:56.031502] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:56.031627] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:56.049477] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:56.050109] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:56.050215] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:56.050300] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:56.077692] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:56.077799] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:56.077842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:56.077878] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:56.081388] [DEBUG] [FORECASTER] LOB: Forecast T+1@11:T+2@11: DOWN (p=1.54%) [2025-10-09T00:06:56.081703] [INFO ] [FORECASTER] Completed predict_future for LOB [2025-10-09T00:06:56.081853] [INFO ] [sig ] LOB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:56.228444] [INFO ] [LOCAL ] Saved forecast: LOB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LOB.txt [2025-10-09T00:06:56.228707] [WARN ] [sig ] [1193/2211] Failed LOB after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:56.228786] [INFO ] [sig ] [1194/2211] Forecasting LOCL... [2025-10-09T00:06:56.228899] [INFO ] [sig ] Generating forecast for: LOCL [2025-10-09T00:06:56.228970] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOCL' from 'https://tdm.silogroup.org/data/derivative_storage/LOCL.csv'. [2025-10-09T00:06:56.237742] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LOCL'. [2025-10-09T00:06:56.238051] [INFO ] [FORECASTER] Starting predict_future for LOCL [2025-10-09T00:06:56.263436] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:56.264202] [DEBUG] [LOCAL ] No optimal features file found for LOCL: ./output/feature-sets/LOCL.txt [2025-10-09T00:06:56.264279] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:56.264349] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:56.264421] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:56.264519] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:56.282167] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:56.282786] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:56.282889] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:56.282955] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:56.307609] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:56.307737] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:56.307789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:56.307825] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:56.311001] [DEBUG] [FORECASTER] LOCL: Forecast T+1@11:T+2@11: UP (p=88.24%) [2025-10-09T00:06:56.311275] [INFO ] [FORECASTER] Completed predict_future for LOCL [2025-10-09T00:06:56.311404] [INFO ] [sig ] LOCL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:56.453395] [INFO ] [LOCAL ] Saved forecast: LOCL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LOCL.txt [2025-10-09T00:06:56.453717] [WARN ] [sig ] [1194/2211] Failed LOCL after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:56.453801] [INFO ] [sig ] [1195/2211] Forecasting LOMA... [2025-10-09T00:06:56.453872] [INFO ] [sig ] Generating forecast for: LOMA [2025-10-09T00:06:56.453945] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOMA' from 'https://tdm.silogroup.org/data/derivative_storage/LOMA.csv'. [2025-10-09T00:06:56.463307] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LOMA'. [2025-10-09T00:06:56.463616] [INFO ] [FORECASTER] Starting predict_future for LOMA [2025-10-09T00:06:56.489260] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:56.490063] [DEBUG] [LOCAL ] No optimal features file found for LOMA: ./output/feature-sets/LOMA.txt [2025-10-09T00:06:56.490144] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:56.490218] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:56.490290] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:56.490389] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:56.508369] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:56.509022] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:56.509129] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:56.509203] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:56.549613] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:56.549757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:56.549807] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:56.549842] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:56.553128] [DEBUG] [FORECASTER] LOMA: Forecast T+1@11:T+2@11: DOWN (p=7.17%) [2025-10-09T00:06:56.553409] [INFO ] [FORECASTER] Completed predict_future for LOMA [2025-10-09T00:06:56.553545] [INFO ] [sig ] LOMA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:56.695863] [INFO ] [LOCAL ] Saved forecast: LOMA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LOMA.txt [2025-10-09T00:06:56.696096] [WARN ] [sig ] [1195/2211] Failed LOMA after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:56.696174] [INFO ] [sig ] [1196/2211] Forecasting LOW... [2025-10-09T00:06:56.696243] [INFO ] [sig ] Generating forecast for: LOW [2025-10-09T00:06:56.696315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOW' from 'https://tdm.silogroup.org/data/derivative_storage/LOW.csv'. [2025-10-09T00:06:56.706478] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LOW'. [2025-10-09T00:06:56.706822] [INFO ] [FORECASTER] Starting predict_future for LOW [2025-10-09T00:06:56.733882] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:56.734630] [DEBUG] [LOCAL ] No optimal features file found for LOW: ./output/feature-sets/LOW.txt [2025-10-09T00:06:56.734728] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:56.734798] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:56.734866] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:56.734961] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:56.752491] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:56.753101] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:56.753205] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:56.753274] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:56.789351] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:56.789454] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:56.789497] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:56.789530] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:56.792762] [DEBUG] [FORECASTER] LOW: Forecast T+1@11:T+2@11: DOWN (p=22.19%) [2025-10-09T00:06:56.793041] [INFO ] [FORECASTER] Completed predict_future for LOW [2025-10-09T00:06:56.793178] [INFO ] [sig ] LOW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:56.937494] [INFO ] [LOCAL ] Saved forecast: LOW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LOW.txt [2025-10-09T00:06:56.937815] [WARN ] [sig ] [1196/2211] Failed LOW after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:56.937898] [INFO ] [sig ] [1197/2211] Forecasting LPG... [2025-10-09T00:06:56.937968] [INFO ] [sig ] Generating forecast for: LPG [2025-10-09T00:06:56.938040] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LPG' from 'https://tdm.silogroup.org/data/derivative_storage/LPG.csv'. [2025-10-09T00:06:56.947692] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LPG'. [2025-10-09T00:06:56.948029] [INFO ] [FORECASTER] Starting predict_future for LPG [2025-10-09T00:06:56.973609] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:56.974429] [DEBUG] [LOCAL ] No optimal features file found for LPG: ./output/feature-sets/LPG.txt [2025-10-09T00:06:56.974511] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:56.974599] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:56.974709] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:56.974827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:56.992742] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:56.993358] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:56.993466] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:56.993552] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:57.028074] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:57.028186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:57.028228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:57.028261] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:57.031637] [DEBUG] [FORECASTER] LPG: Forecast T+1@11:T+2@11: UP (p=98.45%) [2025-10-09T00:06:57.031950] [INFO ] [FORECASTER] Completed predict_future for LPG [2025-10-09T00:06:57.032086] [INFO ] [sig ] LPG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:57.177477] [INFO ] [LOCAL ] Saved forecast: LPG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LPG.txt [2025-10-09T00:06:57.177816] [WARN ] [sig ] [1197/2211] Failed LPG after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:57.177932] [INFO ] [sig ] [1198/2211] Forecasting LPL... [2025-10-09T00:06:57.178005] [INFO ] [sig ] Generating forecast for: LPL [2025-10-09T00:06:57.178090] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LPL' from 'https://tdm.silogroup.org/data/derivative_storage/LPL.csv'. [2025-10-09T00:06:57.188685] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LPL'. [2025-10-09T00:06:57.188992] [INFO ] [FORECASTER] Starting predict_future for LPL [2025-10-09T00:06:57.214271] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:57.215028] [DEBUG] [LOCAL ] No optimal features file found for LPL: ./output/feature-sets/LPL.txt [2025-10-09T00:06:57.215106] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:57.215178] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:57.215248] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:57.215369] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:57.232856] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:57.233450] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:57.233559] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:57.233629] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:57.268294] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:57.268387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:57.268427] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:57.268459] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:57.271597] [DEBUG] [FORECASTER] LPL: Forecast T+1@11:T+2@11: DOWN (p=11.48%) [2025-10-09T00:06:57.271901] [INFO ] [FORECASTER] Completed predict_future for LPL [2025-10-09T00:06:57.272052] [INFO ] [sig ] LPL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:57.411760] [INFO ] [LOCAL ] Saved forecast: LPL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LPL.txt [2025-10-09T00:06:57.411996] [WARN ] [sig ] [1198/2211] Failed LPL after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:57.412074] [INFO ] [sig ] [1199/2211] Forecasting LPX... [2025-10-09T00:06:57.412144] [INFO ] [sig ] Generating forecast for: LPX [2025-10-09T00:06:57.412215] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LPX' from 'https://tdm.silogroup.org/data/derivative_storage/LPX.csv'. [2025-10-09T00:06:57.422224] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LPX'. [2025-10-09T00:06:57.422520] [INFO ] [FORECASTER] Starting predict_future for LPX [2025-10-09T00:06:57.447452] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:57.448211] [DEBUG] [LOCAL ] No optimal features file found for LPX: ./output/feature-sets/LPX.txt [2025-10-09T00:06:57.448288] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:57.448360] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:57.448428] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:57.448527] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:57.465864] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:57.466433] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:57.466541] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:57.466610] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:57.501625] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:57.501736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:57.501783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:57.501830] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:57.504893] [DEBUG] [FORECASTER] LPX: Forecast T+1@11:T+2@11: UP (p=63.86%) [2025-10-09T00:06:57.505161] [INFO ] [FORECASTER] Completed predict_future for LPX [2025-10-09T00:06:57.505306] [INFO ] [sig ] LPX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:57.643630] [INFO ] [LOCAL ] Saved forecast: LPX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LPX.txt [2025-10-09T00:06:57.643894] [WARN ] [sig ] [1199/2211] Failed LPX after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:57.643972] [INFO ] [sig ] [1200/2211] Forecasting LRN... [2025-10-09T00:06:57.644042] [INFO ] [sig ] Generating forecast for: LRN [2025-10-09T00:06:57.644113] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LRN' from 'https://tdm.silogroup.org/data/derivative_storage/LRN.csv'. [2025-10-09T00:06:57.653858] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LRN'. [2025-10-09T00:06:57.654143] [INFO ] [FORECASTER] Starting predict_future for LRN [2025-10-09T00:06:57.679119] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:57.679897] [DEBUG] [LOCAL ] No optimal features file found for LRN: ./output/feature-sets/LRN.txt [2025-10-09T00:06:57.679974] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:57.680045] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:57.680113] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:57.680211] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:57.697406] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:57.698019] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:57.698126] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:57.698197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:57.734372] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:57.734456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:57.734494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:57.734527] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:57.737591] [DEBUG] [FORECASTER] LRN: Forecast T+1@11:T+2@11: DOWN (p=25.93%) [2025-10-09T00:06:57.737885] [INFO ] [FORECASTER] Completed predict_future for LRN [2025-10-09T00:06:57.738041] [INFO ] [sig ] LRN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:57.876554] [INFO ] [LOCAL ] Saved forecast: LRN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LRN.txt [2025-10-09T00:06:57.876814] [WARN ] [sig ] [1200/2211] Failed LRN after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:57.876894] [INFO ] [sig ] [1201/2211] Forecasting LSPD... [2025-10-09T00:06:57.876964] [INFO ] [sig ] Generating forecast for: LSPD [2025-10-09T00:06:57.877034] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LSPD' from 'https://tdm.silogroup.org/data/derivative_storage/LSPD.csv'. [2025-10-09T00:06:57.887274] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LSPD'. [2025-10-09T00:06:57.887562] [INFO ] [FORECASTER] Starting predict_future for LSPD [2025-10-09T00:06:57.912763] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:57.913497] [DEBUG] [LOCAL ] No optimal features file found for LSPD: ./output/feature-sets/LSPD.txt [2025-10-09T00:06:57.913576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:57.913679] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:57.913765] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:57.913878] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:57.931326] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:57.931961] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:57.932073] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:57.932156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:57.967812] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:57.967898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:57.967938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:57.967971] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:57.971089] [DEBUG] [FORECASTER] LSPD: Forecast T+1@11:T+2@11: UP (p=97.65%) [2025-10-09T00:06:57.971361] [INFO ] [FORECASTER] Completed predict_future for LSPD [2025-10-09T00:06:57.971511] [INFO ] [sig ] LSPD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:58.110425] [INFO ] [LOCAL ] Saved forecast: LSPD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LSPD.txt [2025-10-09T00:06:58.110684] [WARN ] [sig ] [1201/2211] Failed LSPD after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:58.110777] [INFO ] [sig ] [1202/2211] Forecasting LTC... [2025-10-09T00:06:58.110859] [INFO ] [sig ] Generating forecast for: LTC [2025-10-09T00:06:58.110943] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LTC' from 'https://tdm.silogroup.org/data/derivative_storage/LTC.csv'. [2025-10-09T00:06:58.120916] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LTC'. [2025-10-09T00:06:58.121229] [INFO ] [FORECASTER] Starting predict_future for LTC [2025-10-09T00:06:58.146266] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:58.147023] [DEBUG] [LOCAL ] No optimal features file found for LTC: ./output/feature-sets/LTC.txt [2025-10-09T00:06:58.147100] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:58.147172] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:58.147240] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:58.147338] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:58.164896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:58.165466] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:58.165569] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:58.165638] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:58.204049] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:58.204135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:58.204174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:58.204207] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:58.207242] [DEBUG] [FORECASTER] LTC: Forecast T+1@11:T+2@11: UP (p=90.26%) [2025-10-09T00:06:58.207507] [INFO ] [FORECASTER] Completed predict_future for LTC [2025-10-09T00:06:58.207677] [INFO ] [sig ] LTC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:58.346911] [INFO ] [LOCAL ] Saved forecast: LTC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LTC.txt [2025-10-09T00:06:58.347155] [WARN ] [sig ] [1202/2211] Failed LTC after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:58.347233] [INFO ] [sig ] [1203/2211] Forecasting LTH... [2025-10-09T00:06:58.347303] [INFO ] [sig ] Generating forecast for: LTH [2025-10-09T00:06:58.347376] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LTH' from 'https://tdm.silogroup.org/data/derivative_storage/LTH.csv'. [2025-10-09T00:06:58.357154] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LTH'. [2025-10-09T00:06:58.357436] [INFO ] [FORECASTER] Starting predict_future for LTH [2025-10-09T00:06:58.382530] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:58.383295] [DEBUG] [LOCAL ] No optimal features file found for LTH: ./output/feature-sets/LTH.txt [2025-10-09T00:06:58.383373] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:58.383444] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:58.383513] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:58.383613] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:58.400850] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:58.401418] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:58.401522] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:58.401591] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:58.438914] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:58.439001] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:58.439040] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:58.439073] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:58.442224] [DEBUG] [FORECASTER] LTH: Forecast T+1@11:T+2@11: UP (p=90.68%) [2025-10-09T00:06:58.442497] [INFO ] [FORECASTER] Completed predict_future for LTH [2025-10-09T00:06:58.442661] [INFO ] [sig ] LTH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:58.582601] [INFO ] [LOCAL ] Saved forecast: LTH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LTH.txt [2025-10-09T00:06:58.582849] [WARN ] [sig ] [1203/2211] Failed LTH after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:58.582927] [INFO ] [sig ] [1204/2211] Forecasting LTM... [2025-10-09T00:06:58.582976] [INFO ] [sig ] Generating forecast for: LTM [2025-10-09T00:06:58.583039] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LTM' from 'https://tdm.silogroup.org/data/derivative_storage/LTM.csv'. [2025-10-09T00:06:58.592771] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LTM'. [2025-10-09T00:06:58.593053] [INFO ] [FORECASTER] Starting predict_future for LTM [2025-10-09T00:06:58.618106] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:58.618856] [DEBUG] [LOCAL ] No optimal features file found for LTM: ./output/feature-sets/LTM.txt [2025-10-09T00:06:58.618933] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:58.619004] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:58.619072] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:58.619170] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:58.636344] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:58.636957] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:58.637062] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:58.637133] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:58.671553] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:58.671663] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:58.671731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:58.671768] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:58.674832] [DEBUG] [FORECASTER] LTM: Forecast T+1@11:T+2@11: DOWN (p=14.97%) [2025-10-09T00:06:58.675101] [INFO ] [FORECASTER] Completed predict_future for LTM [2025-10-09T00:06:58.675236] [INFO ] [sig ] LTM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:58.814471] [INFO ] [LOCAL ] Saved forecast: LTM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LTM.txt [2025-10-09T00:06:58.814714] [WARN ] [sig ] [1204/2211] Failed LTM after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:58.814818] [INFO ] [sig ] [1205/2211] Forecasting LU... [2025-10-09T00:06:58.814890] [INFO ] [sig ] Generating forecast for: LU [2025-10-09T00:06:58.814961] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LU' from 'https://tdm.silogroup.org/data/derivative_storage/LU.csv'. [2025-10-09T00:06:58.824008] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LU'. [2025-10-09T00:06:58.824295] [INFO ] [FORECASTER] Starting predict_future for LU [2025-10-09T00:06:58.851843] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:58.852607] [DEBUG] [LOCAL ] No optimal features file found for LU: ./output/feature-sets/LU.txt [2025-10-09T00:06:58.852706] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:58.852790] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:58.852874] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:58.852999] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:58.870854] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:58.871454] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:58.871560] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:58.871666] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:58.907723] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:58.907821] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:58.907861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:58.907947] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:58.911143] [DEBUG] [FORECASTER] LU: Forecast T+1@11:T+2@11: UP (p=91.28%) [2025-10-09T00:06:58.911419] [INFO ] [FORECASTER] Completed predict_future for LU [2025-10-09T00:06:58.911561] [INFO ] [sig ] LU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:59.053024] [INFO ] [LOCAL ] Saved forecast: LU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LU.txt [2025-10-09T00:06:59.053320] [WARN ] [sig ] [1205/2211] Failed LU after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:59.053401] [INFO ] [sig ] [1206/2211] Forecasting LUMN... [2025-10-09T00:06:59.053485] [INFO ] [sig ] Generating forecast for: LUMN [2025-10-09T00:06:59.053572] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LUMN' from 'https://tdm.silogroup.org/data/derivative_storage/LUMN.csv'. [2025-10-09T00:06:59.064210] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LUMN'. [2025-10-09T00:06:59.064630] [INFO ] [FORECASTER] Starting predict_future for LUMN [2025-10-09T00:06:59.090269] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:59.091044] [DEBUG] [LOCAL ] No optimal features file found for LUMN: ./output/feature-sets/LUMN.txt [2025-10-09T00:06:59.091121] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:59.091193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:59.091262] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:59.091360] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:59.108975] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:59.109599] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:59.109730] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:59.109801] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:59.147135] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:59.147251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:59.147293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:59.147327] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:59.150754] [DEBUG] [FORECASTER] LUMN: Forecast T+1@11:T+2@11: DOWN (p=37.75%) [2025-10-09T00:06:59.151053] [INFO ] [FORECASTER] Completed predict_future for LUMN [2025-10-09T00:06:59.151202] [INFO ] [sig ] LUMN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:59.294398] [INFO ] [LOCAL ] Saved forecast: LUMN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LUMN.txt [2025-10-09T00:06:59.294712] [WARN ] [sig ] [1206/2211] Failed LUMN after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T00:06:59.294793] [INFO ] [sig ] [1207/2211] Forecasting LUV... [2025-10-09T00:06:59.294864] [INFO ] [sig ] Generating forecast for: LUV [2025-10-09T00:06:59.294935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LUV' from 'https://tdm.silogroup.org/data/derivative_storage/LUV.csv'. [2025-10-09T00:06:59.304410] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LUV'. [2025-10-09T00:06:59.304763] [INFO ] [FORECASTER] Starting predict_future for LUV [2025-10-09T00:06:59.330211] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:59.331097] [DEBUG] [LOCAL ] No optimal features file found for LUV: ./output/feature-sets/LUV.txt [2025-10-09T00:06:59.331177] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:59.331248] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:59.331316] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:59.331415] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:59.348968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:59.349589] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:59.349722] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:59.349793] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:59.385315] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:59.385440] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:59.385482] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:59.385515] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:59.388856] [DEBUG] [FORECASTER] LUV: Forecast T+1@11:T+2@11: UP (p=98.02%) [2025-10-09T00:06:59.389165] [INFO ] [FORECASTER] Completed predict_future for LUV [2025-10-09T00:06:59.389351] [INFO ] [sig ] LUV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:06:59.531713] [INFO ] [LOCAL ] Saved forecast: LUV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LUV.txt [2025-10-09T00:06:59.531992] [WARN ] [sig ] [1207/2211] Failed LUV after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.8m [2025-10-09T00:06:59.532071] [INFO ] [sig ] [1208/2211] Forecasting LVS... [2025-10-09T00:06:59.532147] [INFO ] [sig ] Generating forecast for: LVS [2025-10-09T00:06:59.532225] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LVS' from 'https://tdm.silogroup.org/data/derivative_storage/LVS.csv'. [2025-10-09T00:06:59.541492] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LVS'. [2025-10-09T00:06:59.541838] [INFO ] [FORECASTER] Starting predict_future for LVS [2025-10-09T00:06:59.567121] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:59.567903] [DEBUG] [LOCAL ] No optimal features file found for LVS: ./output/feature-sets/LVS.txt [2025-10-09T00:06:59.567981] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:59.568058] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:59.568133] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:59.568245] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:59.585579] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:59.586196] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:59.586299] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:59.586374] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:59.612367] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:59.612462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:59.612502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:59.612535] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:59.615683] [DEBUG] [FORECASTER] LVS: Forecast T+1@11:T+2@11: DOWN (p=2.00%) [2025-10-09T00:06:59.615964] [INFO ] [FORECASTER] Completed predict_future for LVS [2025-10-09T00:06:59.616091] [INFO ] [sig ] LVS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:59.762103] [INFO ] [LOCAL ] Saved forecast: LVS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LVS.txt [2025-10-09T00:06:59.762384] [WARN ] [sig ] [1208/2211] Failed LVS after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.8m [2025-10-09T00:06:59.762483] [INFO ] [sig ] [1209/2211] Forecasting LVWR... [2025-10-09T00:06:59.762562] [INFO ] [sig ] Generating forecast for: LVWR [2025-10-09T00:06:59.762661] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LVWR' from 'https://tdm.silogroup.org/data/derivative_storage/LVWR.csv'. [2025-10-09T00:06:59.772390] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LVWR'. [2025-10-09T00:06:59.772760] [INFO ] [FORECASTER] Starting predict_future for LVWR [2025-10-09T00:06:59.798393] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:06:59.799193] [DEBUG] [LOCAL ] No optimal features file found for LVWR: ./output/feature-sets/LVWR.txt [2025-10-09T00:06:59.799285] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:06:59.799366] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:06:59.799441] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:06:59.799553] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:06:59.817031] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:06:59.817664] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:06:59.817767] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:06:59.817844] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:06:59.844522] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:06:59.844637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:06:59.844726] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:06:59.844766] [INFO ] [FORECASTER] Training complete [2025-10-09T00:06:59.847959] [DEBUG] [FORECASTER] LVWR: Forecast T+1@11:T+2@11: DOWN (p=22.72%) [2025-10-09T00:06:59.848235] [INFO ] [FORECASTER] Completed predict_future for LVWR [2025-10-09T00:06:59.848370] [INFO ] [sig ] LVWR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:06:59.989754] [INFO ] [LOCAL ] Saved forecast: LVWR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LVWR.txt [2025-10-09T00:06:59.989996] [WARN ] [sig ] [1209/2211] Failed LVWR after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.8m [2025-10-09T00:06:59.990075] [INFO ] [sig ] [1210/2211] Forecasting LW... [2025-10-09T00:06:59.990150] [INFO ] [sig ] Generating forecast for: LW [2025-10-09T00:06:59.990227] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LW' from 'https://tdm.silogroup.org/data/derivative_storage/LW.csv'. [2025-10-09T00:06:59.999676] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LW'. [2025-10-09T00:06:59.999999] [INFO ] [FORECASTER] Starting predict_future for LW [2025-10-09T00:07:00.025364] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:00.026220] [DEBUG] [LOCAL ] No optimal features file found for LW: ./output/feature-sets/LW.txt [2025-10-09T00:07:00.026297] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:00.026375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:00.026449] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:00.026560] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:00.044386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:00.045018] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:00.045122] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:00.045196] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:00.072263] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:00.072364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:00.072404] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:00.072437] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:00.075577] [DEBUG] [FORECASTER] LW: Forecast T+1@11:T+2@11: DOWN (p=12.91%) [2025-10-09T00:07:00.075879] [INFO ] [FORECASTER] Completed predict_future for LW [2025-10-09T00:07:00.076020] [INFO ] [sig ] LW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:00.215100] [INFO ] [LOCAL ] Saved forecast: LW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LW.txt [2025-10-09T00:07:00.215341] [WARN ] [sig ] [1210/2211] Failed LW after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.8m [2025-10-09T00:07:00.215423] [INFO ] [sig ] [1211/2211] Forecasting LXFR... [2025-10-09T00:07:00.215498] [INFO ] [sig ] Generating forecast for: LXFR [2025-10-09T00:07:00.215575] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LXFR' from 'https://tdm.silogroup.org/data/derivative_storage/LXFR.csv'. [2025-10-09T00:07:00.225050] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LXFR'. [2025-10-09T00:07:00.225371] [INFO ] [FORECASTER] Starting predict_future for LXFR [2025-10-09T00:07:00.250747] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:00.251517] [DEBUG] [LOCAL ] No optimal features file found for LXFR: ./output/feature-sets/LXFR.txt [2025-10-09T00:07:00.251595] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:00.251696] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:00.251770] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:00.251882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:00.269085] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:00.269739] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:00.269842] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:00.269916] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:00.295220] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:00.295313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:00.295353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:00.295385] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:00.298421] [DEBUG] [FORECASTER] LXFR: Forecast T+1@11:T+2@11: UP (p=83.30%) [2025-10-09T00:07:00.298719] [INFO ] [FORECASTER] Completed predict_future for LXFR [2025-10-09T00:07:00.298861] [INFO ] [sig ] LXFR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:00.438897] [INFO ] [LOCAL ] Saved forecast: LXFR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LXFR.txt [2025-10-09T00:07:00.439143] [WARN ] [sig ] [1211/2211] Failed LXFR after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.8m [2025-10-09T00:07:00.439225] [INFO ] [sig ] [1212/2211] Forecasting LXP... [2025-10-09T00:07:00.439338] [INFO ] [sig ] Generating forecast for: LXP [2025-10-09T00:07:00.439408] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LXP' from 'https://tdm.silogroup.org/data/derivative_storage/LXP.csv'. [2025-10-09T00:07:00.448879] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LXP'. [2025-10-09T00:07:00.449205] [INFO ] [FORECASTER] Starting predict_future for LXP [2025-10-09T00:07:00.474372] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:00.475177] [DEBUG] [LOCAL ] No optimal features file found for LXP: ./output/feature-sets/LXP.txt [2025-10-09T00:07:00.475254] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:00.475324] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:00.475392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:00.475511] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:00.492904] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:00.493486] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:00.493590] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:00.493687] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:00.519167] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:00.519307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:00.519361] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:00.519397] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:00.522525] [DEBUG] [FORECASTER] LXP: Forecast T+1@11:T+2@11: DOWN (p=23.01%) [2025-10-09T00:07:00.522837] [INFO ] [FORECASTER] Completed predict_future for LXP [2025-10-09T00:07:00.522977] [INFO ] [sig ] LXP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:00.667064] [INFO ] [LOCAL ] Saved forecast: LXP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LXP.txt [2025-10-09T00:07:00.667378] [WARN ] [sig ] [1212/2211] Failed LXP after 0.2s | 4.35 sym/s | Total: 4.6m | ETA: 3.8m [2025-10-09T00:07:00.667462] [INFO ] [sig ] [1213/2211] Forecasting LXU... [2025-10-09T00:07:00.667535] [INFO ] [sig ] Generating forecast for: LXU [2025-10-09T00:07:00.667604] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LXU' from 'https://tdm.silogroup.org/data/derivative_storage/LXU.csv'. [2025-10-09T00:07:00.677117] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LXU'. [2025-10-09T00:07:00.677556] [INFO ] [FORECASTER] Starting predict_future for LXU [2025-10-09T00:07:00.703947] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:00.705108] [DEBUG] [LOCAL ] No optimal features file found for LXU: ./output/feature-sets/LXU.txt [2025-10-09T00:07:00.705200] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:00.705312] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:00.705414] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:00.705572] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:00.723444] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:00.724149] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:00.724277] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:00.724380] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:00.755766] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:00.755898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:00.755944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:00.755981] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:00.760008] [DEBUG] [FORECASTER] LXU: Forecast T+1@11:T+2@11: DOWN (p=2.70%) [2025-10-09T00:07:00.760325] [INFO ] [FORECASTER] Completed predict_future for LXU [2025-10-09T00:07:00.760475] [INFO ] [sig ] LXU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:00.906224] [INFO ] [LOCAL ] Saved forecast: LXU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LXU.txt [2025-10-09T00:07:00.906504] [WARN ] [sig ] [1213/2211] Failed LXU after 0.2s | 4.35 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:00.906600] [INFO ] [sig ] [1214/2211] Forecasting LYB... [2025-10-09T00:07:00.906761] [INFO ] [sig ] Generating forecast for: LYB [2025-10-09T00:07:00.906855] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LYB' from 'https://tdm.silogroup.org/data/derivative_storage/LYB.csv'. [2025-10-09T00:07:00.917088] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LYB'. [2025-10-09T00:07:00.917499] [INFO ] [FORECASTER] Starting predict_future for LYB [2025-10-09T00:07:00.943247] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:00.944079] [DEBUG] [LOCAL ] No optimal features file found for LYB: ./output/feature-sets/LYB.txt [2025-10-09T00:07:00.944158] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:00.944232] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:00.944303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:00.944404] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:00.962176] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:00.962874] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:00.962982] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:00.963053] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:01.011962] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:01.012102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:01.012146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:01.012180] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:01.015562] [DEBUG] [FORECASTER] LYB: Forecast T+1@11:T+2@11: UP (p=98.84%) [2025-10-09T00:07:01.015882] [INFO ] [FORECASTER] Completed predict_future for LYB [2025-10-09T00:07:01.016032] [INFO ] [sig ] LYB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:01.170167] [INFO ] [LOCAL ] Saved forecast: LYB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LYB.txt [2025-10-09T00:07:01.170427] [WARN ] [sig ] [1214/2211] Failed LYB after 0.3s | 4.35 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:01.170506] [INFO ] [sig ] [1215/2211] Forecasting LYG... [2025-10-09T00:07:01.170575] [INFO ] [sig ] Generating forecast for: LYG [2025-10-09T00:07:01.170621] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LYG' from 'https://tdm.silogroup.org/data/derivative_storage/LYG.csv'. [2025-10-09T00:07:01.180941] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LYG'. [2025-10-09T00:07:01.181262] [INFO ] [FORECASTER] Starting predict_future for LYG [2025-10-09T00:07:01.211191] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:01.212132] [DEBUG] [LOCAL ] No optimal features file found for LYG: ./output/feature-sets/LYG.txt [2025-10-09T00:07:01.212212] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:01.212284] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:01.212353] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:01.212453] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:01.230749] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:01.231358] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:01.231483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:01.231567] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:01.267958] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:01.268089] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:01.268132] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:01.268167] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:01.271583] [DEBUG] [FORECASTER] LYG: Forecast T+1@11:T+2@11: UP (p=54.05%) [2025-10-09T00:07:01.271897] [INFO ] [FORECASTER] Completed predict_future for LYG [2025-10-09T00:07:01.272041] [INFO ] [sig ] LYG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:01.425823] [INFO ] [LOCAL ] Saved forecast: LYG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LYG.txt [2025-10-09T00:07:01.426131] [WARN ] [sig ] [1215/2211] Failed LYG after 0.3s | 4.35 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:01.426211] [INFO ] [sig ] [1216/2211] Forecasting LYV... [2025-10-09T00:07:01.426281] [INFO ] [sig ] Generating forecast for: LYV [2025-10-09T00:07:01.426351] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LYV' from 'https://tdm.silogroup.org/data/derivative_storage/LYV.csv'. [2025-10-09T00:07:01.436706] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LYV'. [2025-10-09T00:07:01.437118] [INFO ] [FORECASTER] Starting predict_future for LYV [2025-10-09T00:07:01.462465] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:01.463249] [DEBUG] [LOCAL ] No optimal features file found for LYV: ./output/feature-sets/LYV.txt [2025-10-09T00:07:01.463326] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:01.463397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:01.463464] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:01.463561] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:01.481067] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:01.481639] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:01.481764] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:01.481834] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:01.518956] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:01.519067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:01.519108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:01.519142] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:01.522367] [DEBUG] [FORECASTER] LYV: Forecast T+1@11:T+2@11: DOWN (p=10.86%) [2025-10-09T00:07:01.522663] [INFO ] [FORECASTER] Completed predict_future for LYV [2025-10-09T00:07:01.522856] [INFO ] [sig ] LYV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:01.663973] [INFO ] [LOCAL ] Saved forecast: LYV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LYV.txt [2025-10-09T00:07:01.664280] [WARN ] [sig ] [1216/2211] Failed LYV after 0.2s | 4.35 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:01.664360] [INFO ] [sig ] [1217/2211] Forecasting LZB... [2025-10-09T00:07:01.664429] [INFO ] [sig ] Generating forecast for: LZB [2025-10-09T00:07:01.664500] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LZB' from 'https://tdm.silogroup.org/data/derivative_storage/LZB.csv'. [2025-10-09T00:07:01.675132] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LZB'. [2025-10-09T00:07:01.675600] [INFO ] [FORECASTER] Starting predict_future for LZB [2025-10-09T00:07:01.702410] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:01.703246] [DEBUG] [LOCAL ] No optimal features file found for LZB: ./output/feature-sets/LZB.txt [2025-10-09T00:07:01.703344] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:01.703431] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:01.703516] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:01.703628] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:01.726847] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:01.727700] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:01.727809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:01.727891] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:01.763073] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:01.763234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:01.763279] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:01.763314] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:01.766779] [DEBUG] [FORECASTER] LZB: Forecast T+1@11:T+2@11: DOWN (p=36.27%) [2025-10-09T00:07:01.767098] [INFO ] [FORECASTER] Completed predict_future for LZB [2025-10-09T00:07:01.767244] [INFO ] [sig ] LZB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:01.925163] [INFO ] [LOCAL ] Saved forecast: LZB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/LZB.txt [2025-10-09T00:07:01.925517] [WARN ] [sig ] [1217/2211] Failed LZB after 0.3s | 4.35 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:01.925599] [INFO ] [sig ] [1218/2211] Forecasting LZM... [2025-10-09T00:07:01.925702] [INFO ] [sig ] Generating forecast for: LZM [2025-10-09T00:07:01.925775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LZM' from 'https://tdm.silogroup.org/data/derivative_storage/LZM.csv'. [2025-10-09T00:07:01.936524] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'LZM'. [2025-10-09T00:07:01.936948] [INFO ] [FORECASTER] Starting predict_future for LZM [2025-10-09T00:07:01.963780] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:01.964596] [DEBUG] [LOCAL ] No optimal features file found for LZM: ./output/feature-sets/LZM.txt [2025-10-09T00:07:01.964698] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:01.964773] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:01.964841] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:01.964950] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:01.986503] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:01.987451] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:01.987562] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:01.987634] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:02.017947] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:02.018111] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:02.018193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:02.018240] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:02.021745] [DEBUG] [FORECASTER] LZM: Forecast T+1@11:T+2@11: UP (p=63.16%) [2025-10-09T00:07:02.022098] [INFO ] [FORECASTER] Completed predict_future for LZM [2025-10-09T00:07:02.022248] [INFO ] [sig ] LZM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:02.173099] [INFO ] [LOCAL ] Saved forecast: LZM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/LZM.txt [2025-10-09T00:07:02.173338] [WARN ] [sig ] [1218/2211] Failed LZM after 0.2s | 4.35 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:02.173422] [INFO ] [sig ] [1219/2211] Forecasting M... [2025-10-09T00:07:02.173501] [INFO ] [sig ] Generating forecast for: M [2025-10-09T00:07:02.173575] [DEBUG] [REMOTE ] Fetching historical data for symbol 'M' from 'https://tdm.silogroup.org/data/derivative_storage/M.csv'. [2025-10-09T00:07:02.183184] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'M'. [2025-10-09T00:07:02.183515] [INFO ] [FORECASTER] Starting predict_future for M [2025-10-09T00:07:02.209925] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:02.210732] [DEBUG] [LOCAL ] No optimal features file found for M: ./output/feature-sets/M.txt [2025-10-09T00:07:02.210813] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:02.210886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:02.210959] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:02.211062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:02.229598] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:02.230269] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:02.230376] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:02.230447] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:02.275151] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:02.275272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:02.275315] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:02.275349] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:02.278755] [DEBUG] [FORECASTER] M: Forecast T+1@11:T+2@11: UP (p=82.91%) [2025-10-09T00:07:02.279051] [INFO ] [FORECASTER] Completed predict_future for M [2025-10-09T00:07:02.279192] [INFO ] [sig ] M: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:02.427965] [INFO ] [LOCAL ] Saved forecast: M 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/M.txt [2025-10-09T00:07:02.428212] [WARN ] [sig ] [1219/2211] Failed M after 0.3s | 4.35 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:02.428294] [INFO ] [sig ] [1220/2211] Forecasting MA... [2025-10-09T00:07:02.428369] [INFO ] [sig ] Generating forecast for: MA [2025-10-09T00:07:02.428463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MA' from 'https://tdm.silogroup.org/data/derivative_storage/MA.csv'. [2025-10-09T00:07:02.438507] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MA'. [2025-10-09T00:07:02.438840] [INFO ] [FORECASTER] Starting predict_future for MA [2025-10-09T00:07:02.465511] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:02.466373] [DEBUG] [LOCAL ] No optimal features file found for MA: ./output/feature-sets/MA.txt [2025-10-09T00:07:02.466456] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:02.466530] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:02.466600] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:02.466724] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:02.484927] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:02.485526] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:02.485631] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:02.485735] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:02.516466] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:02.516564] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:02.516606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:02.516660] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:02.520022] [DEBUG] [FORECASTER] MA: Forecast T+1@11:T+2@11: DOWN (p=1.45%) [2025-10-09T00:07:02.520323] [INFO ] [FORECASTER] Completed predict_future for MA [2025-10-09T00:07:02.520462] [INFO ] [sig ] MA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:02.670519] [INFO ] [LOCAL ] Saved forecast: MA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MA.txt [2025-10-09T00:07:02.670923] [WARN ] [sig ] [1220/2211] Failed MA after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:02.671008] [INFO ] [sig ] [1221/2211] Forecasting MAA... [2025-10-09T00:07:02.671078] [INFO ] [sig ] Generating forecast for: MAA [2025-10-09T00:07:02.671150] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAA' from 'https://tdm.silogroup.org/data/derivative_storage/MAA.csv'. [2025-10-09T00:07:02.681971] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MAA'. [2025-10-09T00:07:02.682493] [INFO ] [FORECASTER] Starting predict_future for MAA [2025-10-09T00:07:02.709454] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:02.710421] [DEBUG] [LOCAL ] No optimal features file found for MAA: ./output/feature-sets/MAA.txt [2025-10-09T00:07:02.710503] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:02.710575] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:02.710667] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:02.710769] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:02.728852] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:02.729981] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:02.730098] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:02.730167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:02.769131] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:02.769413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:02.769472] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:02.769508] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:02.773581] [DEBUG] [FORECASTER] MAA: Forecast T+1@11:T+2@11: UP (p=64.38%) [2025-10-09T00:07:02.774026] [INFO ] [FORECASTER] Completed predict_future for MAA [2025-10-09T00:07:02.774197] [INFO ] [sig ] MAA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:02.919332] [INFO ] [LOCAL ] Saved forecast: MAA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MAA.txt [2025-10-09T00:07:02.919690] [WARN ] [sig ] [1221/2211] Failed MAA after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:02.919772] [INFO ] [sig ] [1222/2211] Forecasting MAC... [2025-10-09T00:07:02.919843] [INFO ] [sig ] Generating forecast for: MAC [2025-10-09T00:07:02.919914] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAC' from 'https://tdm.silogroup.org/data/derivative_storage/MAC.csv'. [2025-10-09T00:07:02.930109] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MAC'. [2025-10-09T00:07:02.930527] [INFO ] [FORECASTER] Starting predict_future for MAC [2025-10-09T00:07:02.956483] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:02.957347] [DEBUG] [LOCAL ] No optimal features file found for MAC: ./output/feature-sets/MAC.txt [2025-10-09T00:07:02.957426] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:02.957514] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:02.957617] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:02.957824] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:02.975305] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:02.975955] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:02.976059] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:02.976159] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:03.013449] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:03.013614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:03.013693] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:03.013752] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:03.017238] [DEBUG] [FORECASTER] MAC: Forecast T+1@11:T+2@11: DOWN (p=7.80%) [2025-10-09T00:07:03.017532] [INFO ] [FORECASTER] Completed predict_future for MAC [2025-10-09T00:07:03.017725] [INFO ] [sig ] MAC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:03.163913] [INFO ] [LOCAL ] Saved forecast: MAC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MAC.txt [2025-10-09T00:07:03.164205] [WARN ] [sig ] [1222/2211] Failed MAC after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:03.164283] [INFO ] [sig ] [1223/2211] Forecasting MAGN... [2025-10-09T00:07:03.164350] [INFO ] [sig ] Generating forecast for: MAGN [2025-10-09T00:07:03.164421] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAGN' from 'https://tdm.silogroup.org/data/derivative_storage/MAGN.csv'. [2025-10-09T00:07:03.175264] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MAGN'. [2025-10-09T00:07:03.175695] [INFO ] [FORECASTER] Starting predict_future for MAGN [2025-10-09T00:07:03.201190] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:03.201968] [DEBUG] [LOCAL ] No optimal features file found for MAGN: ./output/feature-sets/MAGN.txt [2025-10-09T00:07:03.202045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:03.202116] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:03.202183] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:03.202280] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:03.219857] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:03.220681] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:03.220791] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:03.220859] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:03.256359] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:03.256516] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:03.256560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:03.256594] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:03.260099] [DEBUG] [FORECASTER] MAGN: Forecast T+1@11:T+2@11: UP (p=79.82%) [2025-10-09T00:07:03.260399] [INFO ] [FORECASTER] Completed predict_future for MAGN [2025-10-09T00:07:03.260537] [INFO ] [sig ] MAGN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:03.401629] [INFO ] [LOCAL ] Saved forecast: MAGN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MAGN.txt [2025-10-09T00:07:03.401900] [WARN ] [sig ] [1223/2211] Failed MAGN after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:03.401981] [INFO ] [sig ] [1224/2211] Forecasting MAIN... [2025-10-09T00:07:03.402064] [INFO ] [sig ] Generating forecast for: MAIN [2025-10-09T00:07:03.402136] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAIN' from 'https://tdm.silogroup.org/data/derivative_storage/MAIN.csv'. [2025-10-09T00:07:03.412792] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MAIN'. [2025-10-09T00:07:03.413159] [INFO ] [FORECASTER] Starting predict_future for MAIN [2025-10-09T00:07:03.438570] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:03.439444] [DEBUG] [LOCAL ] No optimal features file found for MAIN: ./output/feature-sets/MAIN.txt [2025-10-09T00:07:03.439539] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:03.439612] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:03.439704] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:03.439802] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:03.457418] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:03.458039] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:03.458141] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:03.458209] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:03.493555] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:03.493673] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:03.493739] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:03.493776] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:03.496903] [DEBUG] [FORECASTER] MAIN: Forecast T+1@11:T+2@11: UP (p=59.56%) [2025-10-09T00:07:03.497178] [INFO ] [FORECASTER] Completed predict_future for MAIN [2025-10-09T00:07:03.497311] [INFO ] [sig ] MAIN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:03.636806] [INFO ] [LOCAL ] Saved forecast: MAIN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MAIN.txt [2025-10-09T00:07:03.637068] [WARN ] [sig ] [1224/2211] Failed MAIN after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:03.637146] [INFO ] [sig ] [1225/2211] Forecasting MAN... [2025-10-09T00:07:03.637216] [INFO ] [sig ] Generating forecast for: MAN [2025-10-09T00:07:03.637286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAN' from 'https://tdm.silogroup.org/data/derivative_storage/MAN.csv'. [2025-10-09T00:07:03.648044] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MAN'. [2025-10-09T00:07:03.648343] [INFO ] [FORECASTER] Starting predict_future for MAN [2025-10-09T00:07:03.673596] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:03.674361] [DEBUG] [LOCAL ] No optimal features file found for MAN: ./output/feature-sets/MAN.txt [2025-10-09T00:07:03.674438] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:03.674514] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:03.674583] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:03.674708] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:03.692057] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:03.692622] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:03.692745] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:03.692814] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:03.728508] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:03.728607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:03.728673] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:03.728736] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:03.731950] [DEBUG] [FORECASTER] MAN: Forecast T+1@11:T+2@11: UP (p=71.18%) [2025-10-09T00:07:03.732226] [INFO ] [FORECASTER] Completed predict_future for MAN [2025-10-09T00:07:03.732362] [INFO ] [sig ] MAN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:03.872448] [INFO ] [LOCAL ] Saved forecast: MAN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MAN.txt [2025-10-09T00:07:03.872760] [WARN ] [sig ] [1225/2211] Failed MAN after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:03.872840] [INFO ] [sig ] [1226/2211] Forecasting MANU... [2025-10-09T00:07:03.872910] [INFO ] [sig ] Generating forecast for: MANU [2025-10-09T00:07:03.872991] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MANU' from 'https://tdm.silogroup.org/data/derivative_storage/MANU.csv'. [2025-10-09T00:07:03.883081] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MANU'. [2025-10-09T00:07:03.883492] [INFO ] [FORECASTER] Starting predict_future for MANU [2025-10-09T00:07:03.908895] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:03.909851] [DEBUG] [LOCAL ] No optimal features file found for MANU: ./output/feature-sets/MANU.txt [2025-10-09T00:07:03.909934] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:03.910007] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:03.910075] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:03.910173] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:03.927903] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:03.928618] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:03.928750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:03.928819] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:03.962660] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:03.962826] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:03.962871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:03.962905] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:03.966273] [DEBUG] [FORECASTER] MANU: Forecast T+1@11:T+2@11: DOWN (p=33.83%) [2025-10-09T00:07:03.966562] [INFO ] [FORECASTER] Completed predict_future for MANU [2025-10-09T00:07:03.966730] [INFO ] [sig ] MANU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:04.107932] [INFO ] [LOCAL ] Saved forecast: MANU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MANU.txt [2025-10-09T00:07:04.108157] [WARN ] [sig ] [1226/2211] Failed MANU after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:04.108234] [INFO ] [sig ] [1227/2211] Forecasting MAS... [2025-10-09T00:07:04.108301] [INFO ] [sig ] Generating forecast for: MAS [2025-10-09T00:07:04.108382] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAS' from 'https://tdm.silogroup.org/data/derivative_storage/MAS.csv'. [2025-10-09T00:07:04.117963] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MAS'. [2025-10-09T00:07:04.118256] [INFO ] [FORECASTER] Starting predict_future for MAS [2025-10-09T00:07:04.143772] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:04.144509] [DEBUG] [LOCAL ] No optimal features file found for MAS: ./output/feature-sets/MAS.txt [2025-10-09T00:07:04.144587] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:04.144680] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:04.144752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:04.144850] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:04.162331] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:04.162952] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:04.163053] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:04.163122] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:04.198301] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:04.198400] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:04.198441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:04.198475] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:04.201702] [DEBUG] [FORECASTER] MAS: Forecast T+1@11:T+2@11: UP (p=79.50%) [2025-10-09T00:07:04.202002] [INFO ] [FORECASTER] Completed predict_future for MAS [2025-10-09T00:07:04.202151] [INFO ] [sig ] MAS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:04.341753] [INFO ] [LOCAL ] Saved forecast: MAS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MAS.txt [2025-10-09T00:07:04.341989] [WARN ] [sig ] [1227/2211] Failed MAS after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:04.342066] [INFO ] [sig ] [1228/2211] Forecasting MATV... [2025-10-09T00:07:04.342137] [INFO ] [sig ] Generating forecast for: MATV [2025-10-09T00:07:04.342207] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MATV' from 'https://tdm.silogroup.org/data/derivative_storage/MATV.csv'. [2025-10-09T00:07:04.352005] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'MATV'. [2025-10-09T00:07:04.352300] [INFO ] [FORECASTER] Starting predict_future for MATV [2025-10-09T00:07:04.378135] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:04.378904] [DEBUG] [LOCAL ] No optimal features file found for MATV: ./output/feature-sets/MATV.txt [2025-10-09T00:07:04.378980] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:04.379051] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:04.379118] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:04.379214] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:04.396952] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:04.397616] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:04.397741] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:04.397808] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:04.433918] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:04.434017] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:04.434057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:04.434090] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:04.437200] [DEBUG] [FORECASTER] MATV: Forecast T+1@11:T+2@11: DOWN (p=0.51%) [2025-10-09T00:07:04.437475] [INFO ] [FORECASTER] Completed predict_future for MATV [2025-10-09T00:07:04.437608] [INFO ] [sig ] MATV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:04.578220] [INFO ] [LOCAL ] Saved forecast: MATV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MATV.txt [2025-10-09T00:07:04.578543] [WARN ] [sig ] [1228/2211] Failed MATV after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:04.578622] [INFO ] [sig ] [1229/2211] Forecasting MATX... [2025-10-09T00:07:04.578713] [INFO ] [sig ] Generating forecast for: MATX [2025-10-09T00:07:04.578785] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MATX' from 'https://tdm.silogroup.org/data/derivative_storage/MATX.csv'. [2025-10-09T00:07:04.588935] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MATX'. [2025-10-09T00:07:04.589261] [INFO ] [FORECASTER] Starting predict_future for MATX [2025-10-09T00:07:04.614900] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:04.615638] [DEBUG] [LOCAL ] No optimal features file found for MATX: ./output/feature-sets/MATX.txt [2025-10-09T00:07:04.615738] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:04.615809] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:04.615877] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:04.615974] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:04.640696] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:04.641511] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:04.641639] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:04.641768] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:04.675584] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:04.675802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:04.675862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:04.675897] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:04.679465] [DEBUG] [FORECASTER] MATX: Forecast T+1@11:T+2@11: DOWN (p=29.02%) [2025-10-09T00:07:04.679826] [INFO ] [FORECASTER] Completed predict_future for MATX [2025-10-09T00:07:04.679981] [INFO ] [sig ] MATX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:04.823624] [INFO ] [LOCAL ] Saved forecast: MATX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MATX.txt [2025-10-09T00:07:04.823884] [WARN ] [sig ] [1229/2211] Failed MATX after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:04.823962] [INFO ] [sig ] [1230/2211] Forecasting MAX... [2025-10-09T00:07:04.824031] [INFO ] [sig ] Generating forecast for: MAX [2025-10-09T00:07:04.824076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAX' from 'https://tdm.silogroup.org/data/derivative_storage/MAX.csv'. [2025-10-09T00:07:04.834943] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MAX'. [2025-10-09T00:07:04.835442] [INFO ] [FORECASTER] Starting predict_future for MAX [2025-10-09T00:07:04.860958] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:04.861754] [DEBUG] [LOCAL ] No optimal features file found for MAX: ./output/feature-sets/MAX.txt [2025-10-09T00:07:04.861832] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:04.861904] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:04.861985] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:04.862143] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:04.879728] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:04.880348] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:04.880453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:04.880504] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:04.917992] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:04.918114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:04.918154] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:04.918187] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:04.921445] [DEBUG] [FORECASTER] MAX: Forecast T+1@11:T+2@11: DOWN (p=3.19%) [2025-10-09T00:07:04.921775] [INFO ] [FORECASTER] Completed predict_future for MAX [2025-10-09T00:07:04.921929] [INFO ] [sig ] MAX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:05.061187] [INFO ] [LOCAL ] Saved forecast: MAX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MAX.txt [2025-10-09T00:07:05.061437] [WARN ] [sig ] [1230/2211] Failed MAX after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:05.061514] [INFO ] [sig ] [1231/2211] Forecasting MBC... [2025-10-09T00:07:05.061584] [INFO ] [sig ] Generating forecast for: MBC [2025-10-09T00:07:05.061705] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MBC' from 'https://tdm.silogroup.org/data/derivative_storage/MBC.csv'. [2025-10-09T00:07:05.071891] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'MBC'. [2025-10-09T00:07:05.072268] [INFO ] [FORECASTER] Starting predict_future for MBC [2025-10-09T00:07:05.097590] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:05.098368] [DEBUG] [LOCAL ] No optimal features file found for MBC: ./output/feature-sets/MBC.txt [2025-10-09T00:07:05.098462] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:05.098551] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:05.098633] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:05.098756] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:05.116208] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:05.116853] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:05.116956] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:05.117038] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:05.152994] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:05.153107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:05.153147] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:05.153180] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:05.156451] [DEBUG] [FORECASTER] MBC: Forecast T+1@11:T+2@11: UP (p=96.05%) [2025-10-09T00:07:05.156775] [INFO ] [FORECASTER] Completed predict_future for MBC [2025-10-09T00:07:05.156933] [INFO ] [sig ] MBC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:05.296632] [INFO ] [LOCAL ] Saved forecast: MBC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MBC.txt [2025-10-09T00:07:05.296933] [WARN ] [sig ] [1231/2211] Failed MBC after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:05.297012] [INFO ] [sig ] [1232/2211] Forecasting MBI... [2025-10-09T00:07:05.297080] [INFO ] [sig ] Generating forecast for: MBI [2025-10-09T00:07:05.297160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MBI' from 'https://tdm.silogroup.org/data/derivative_storage/MBI.csv'. [2025-10-09T00:07:05.306975] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MBI'. [2025-10-09T00:07:05.307331] [INFO ] [FORECASTER] Starting predict_future for MBI [2025-10-09T00:07:05.332552] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:05.333327] [DEBUG] [LOCAL ] No optimal features file found for MBI: ./output/feature-sets/MBI.txt [2025-10-09T00:07:05.333406] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:05.333458] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:05.333498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:05.333589] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:05.351394] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:05.352029] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:05.352131] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:05.352179] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:05.388964] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:05.389067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:05.389108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:05.389143] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:05.392307] [DEBUG] [FORECASTER] MBI: Forecast T+1@11:T+2@11: DOWN (p=6.20%) [2025-10-09T00:07:05.392580] [INFO ] [FORECASTER] Completed predict_future for MBI [2025-10-09T00:07:05.392750] [INFO ] [sig ] MBI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:05.536197] [INFO ] [LOCAL ] Saved forecast: MBI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MBI.txt [2025-10-09T00:07:05.536464] [WARN ] [sig ] [1232/2211] Failed MBI after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:05.536542] [INFO ] [sig ] [1233/2211] Forecasting MC... [2025-10-09T00:07:05.536610] [INFO ] [sig ] Generating forecast for: MC [2025-10-09T00:07:05.536779] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MC' from 'https://tdm.silogroup.org/data/derivative_storage/MC.csv'. [2025-10-09T00:07:05.546533] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MC'. [2025-10-09T00:07:05.546927] [INFO ] [FORECASTER] Starting predict_future for MC [2025-10-09T00:07:05.572470] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:05.573298] [DEBUG] [LOCAL ] No optimal features file found for MC: ./output/feature-sets/MC.txt [2025-10-09T00:07:05.573385] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:05.573471] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:05.573555] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:05.573700] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:05.591425] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:05.592086] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:05.592192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:05.592275] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:05.628099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:05.628227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:05.628270] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:05.628305] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:05.631618] [DEBUG] [FORECASTER] MC: Forecast T+1@11:T+2@11: UP (p=94.78%) [2025-10-09T00:07:05.631949] [INFO ] [FORECASTER] Completed predict_future for MC [2025-10-09T00:07:05.632116] [INFO ] [sig ] MC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:05.773010] [INFO ] [LOCAL ] Saved forecast: MC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MC.txt [2025-10-09T00:07:05.773258] [WARN ] [sig ] [1233/2211] Failed MC after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T00:07:05.773336] [INFO ] [sig ] [1234/2211] Forecasting MCB... [2025-10-09T00:07:05.773406] [INFO ] [sig ] Generating forecast for: MCB [2025-10-09T00:07:05.773477] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCB' from 'https://tdm.silogroup.org/data/derivative_storage/MCB.csv'. [2025-10-09T00:07:05.783287] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCB'. [2025-10-09T00:07:05.783594] [INFO ] [FORECASTER] Starting predict_future for MCB [2025-10-09T00:07:05.809947] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:05.810700] [DEBUG] [LOCAL ] No optimal features file found for MCB: ./output/feature-sets/MCB.txt [2025-10-09T00:07:05.810778] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:05.810849] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:05.810917] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:05.811014] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:05.828575] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:05.829172] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:05.829295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:05.829372] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:05.865970] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:05.866071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:05.866111] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:05.866144] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:05.869383] [DEBUG] [FORECASTER] MCB: Forecast T+1@11:T+2@11: UP (p=95.52%) [2025-10-09T00:07:05.869683] [INFO ] [FORECASTER] Completed predict_future for MCB [2025-10-09T00:07:05.869882] [INFO ] [sig ] MCB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:06.011074] [INFO ] [LOCAL ] Saved forecast: MCB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MCB.txt [2025-10-09T00:07:06.011361] [WARN ] [sig ] [1234/2211] Failed MCB after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.7m [2025-10-09T00:07:06.011441] [INFO ] [sig ] [1235/2211] Forecasting MCI... [2025-10-09T00:07:06.011510] [INFO ] [sig ] Generating forecast for: MCI [2025-10-09T00:07:06.011582] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCI' from 'https://tdm.silogroup.org/data/derivative_storage/MCI.csv'. [2025-10-09T00:07:06.021321] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCI'. [2025-10-09T00:07:06.021713] [INFO ] [FORECASTER] Starting predict_future for MCI [2025-10-09T00:07:06.047066] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:06.047918] [DEBUG] [LOCAL ] No optimal features file found for MCI: ./output/feature-sets/MCI.txt [2025-10-09T00:07:06.047995] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:06.048066] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:06.048134] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:06.048233] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:06.067277] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:06.068251] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:06.068361] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:06.068432] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:06.103053] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:06.103168] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:06.103211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:06.103244] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:06.106593] [DEBUG] [FORECASTER] MCI: Forecast T+1@11:T+2@11: UP (p=98.24%) [2025-10-09T00:07:06.106935] [INFO ] [FORECASTER] Completed predict_future for MCI [2025-10-09T00:07:06.107094] [INFO ] [sig ] MCI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:06.251996] [INFO ] [LOCAL ] Saved forecast: MCI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MCI.txt [2025-10-09T00:07:06.252298] [WARN ] [sig ] [1235/2211] Failed MCI after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.7m [2025-10-09T00:07:06.252378] [INFO ] [sig ] [1236/2211] Forecasting MCK... [2025-10-09T00:07:06.252448] [INFO ] [sig ] Generating forecast for: MCK [2025-10-09T00:07:06.252518] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCK' from 'https://tdm.silogroup.org/data/derivative_storage/MCK.csv'. [2025-10-09T00:07:06.262789] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCK'. [2025-10-09T00:07:06.263229] [INFO ] [FORECASTER] Starting predict_future for MCK [2025-10-09T00:07:06.288546] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:06.289462] [DEBUG] [LOCAL ] No optimal features file found for MCK: ./output/feature-sets/MCK.txt [2025-10-09T00:07:06.289542] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:06.289614] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:06.289703] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:06.289799] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:06.307190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:06.307990] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:06.308101] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:06.308169] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:06.344402] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:06.344595] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:06.344667] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:06.344735] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:06.348269] [DEBUG] [FORECASTER] MCK: Forecast T+1@11:T+2@11: DOWN (p=46.92%) [2025-10-09T00:07:06.348566] [INFO ] [FORECASTER] Completed predict_future for MCK [2025-10-09T00:07:06.348754] [INFO ] [sig ] MCK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:06.490358] [INFO ] [LOCAL ] Saved forecast: MCK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MCK.txt [2025-10-09T00:07:06.490683] [WARN ] [sig ] [1236/2211] Failed MCK after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.7m [2025-10-09T00:07:06.490769] [INFO ] [sig ] [1237/2211] Forecasting MCN... [2025-10-09T00:07:06.490837] [INFO ] [sig ] Generating forecast for: MCN [2025-10-09T00:07:06.490909] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCN' from 'https://tdm.silogroup.org/data/derivative_storage/MCN.csv'. [2025-10-09T00:07:06.502055] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCN'. [2025-10-09T00:07:06.502473] [INFO ] [FORECASTER] Starting predict_future for MCN [2025-10-09T00:07:06.528143] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:06.529045] [DEBUG] [LOCAL ] No optimal features file found for MCN: ./output/feature-sets/MCN.txt [2025-10-09T00:07:06.529125] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:06.529209] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:06.529310] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:06.529409] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:06.546887] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:06.547603] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:06.547735] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:06.547820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:06.584188] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:06.584406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:06.584456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:06.584489] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:06.588165] [DEBUG] [FORECASTER] MCN: Forecast T+1@11:T+2@11: UP (p=56.06%) [2025-10-09T00:07:06.588482] [INFO ] [FORECASTER] Completed predict_future for MCN [2025-10-09T00:07:06.588631] [INFO ] [sig ] MCN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:06.737525] [INFO ] [LOCAL ] Saved forecast: MCN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MCN.txt [2025-10-09T00:07:06.737885] [WARN ] [sig ] [1237/2211] Failed MCN after 0.2s | 4.34 sym/s | Total: 4.7m | ETA: 3.7m [2025-10-09T00:07:06.737971] [INFO ] [sig ] [1238/2211] Forecasting MCO... [2025-10-09T00:07:06.738057] [INFO ] [sig ] Generating forecast for: MCO [2025-10-09T00:07:06.738142] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCO' from 'https://tdm.silogroup.org/data/derivative_storage/MCO.csv'. [2025-10-09T00:07:06.749059] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCO'. [2025-10-09T00:07:06.749560] [INFO ] [FORECASTER] Starting predict_future for MCO [2025-10-09T00:07:06.776636] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:06.777610] [DEBUG] [LOCAL ] No optimal features file found for MCO: ./output/feature-sets/MCO.txt [2025-10-09T00:07:06.777725] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:06.777820] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:06.777891] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:06.777992] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:06.797096] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:06.798090] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:06.798206] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:06.798280] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:06.873968] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:06.874219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:06.874287] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:06.874337] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:06.878610] [DEBUG] [FORECASTER] MCO: Forecast T+1@11:T+2@11: UP (p=98.14%) [2025-10-09T00:07:06.879089] [INFO ] [FORECASTER] Completed predict_future for MCO [2025-10-09T00:07:06.879300] [INFO ] [sig ] MCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:07.047867] [INFO ] [LOCAL ] Saved forecast: MCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MCO.txt [2025-10-09T00:07:07.048195] [WARN ] [sig ] [1238/2211] Failed MCO after 0.3s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:07.048274] [INFO ] [sig ] [1239/2211] Forecasting MCR... [2025-10-09T00:07:07.048344] [INFO ] [sig ] Generating forecast for: MCR [2025-10-09T00:07:07.048416] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCR' from 'https://tdm.silogroup.org/data/derivative_storage/MCR.csv'. [2025-10-09T00:07:07.058479] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCR'. [2025-10-09T00:07:07.058805] [INFO ] [FORECASTER] Starting predict_future for MCR [2025-10-09T00:07:07.087435] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:07.088323] [DEBUG] [LOCAL ] No optimal features file found for MCR: ./output/feature-sets/MCR.txt [2025-10-09T00:07:07.088401] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:07.088474] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:07.088542] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:07.088750] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:07.106419] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:07.107086] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:07.107190] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:07.107273] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:07.141965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:07.142140] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:07.142187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:07.142221] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:07.145754] [DEBUG] [FORECASTER] MCR: Forecast T+1@11:T+2@11: DOWN (p=21.10%) [2025-10-09T00:07:07.146066] [INFO ] [FORECASTER] Completed predict_future for MCR [2025-10-09T00:07:07.146215] [INFO ] [sig ] MCR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:07.286331] [INFO ] [LOCAL ] Saved forecast: MCR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MCR.txt [2025-10-09T00:07:07.286813] [WARN ] [sig ] [1239/2211] Failed MCR after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:07.286895] [INFO ] [sig ] [1240/2211] Forecasting MCS... [2025-10-09T00:07:07.286965] [INFO ] [sig ] Generating forecast for: MCS [2025-10-09T00:07:07.287035] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCS' from 'https://tdm.silogroup.org/data/derivative_storage/MCS.csv'. [2025-10-09T00:07:07.297420] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCS'. [2025-10-09T00:07:07.297760] [INFO ] [FORECASTER] Starting predict_future for MCS [2025-10-09T00:07:07.323352] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:07.324223] [DEBUG] [LOCAL ] No optimal features file found for MCS: ./output/feature-sets/MCS.txt [2025-10-09T00:07:07.324303] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:07.324374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:07.324442] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:07.324540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:07.341851] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:07.342421] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:07.342524] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:07.342598] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:07.379828] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:07.379924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:07.379965] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:07.379998] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:07.383158] [DEBUG] [FORECASTER] MCS: Forecast T+1@11:T+2@11: DOWN (p=41.07%) [2025-10-09T00:07:07.383429] [INFO ] [FORECASTER] Completed predict_future for MCS [2025-10-09T00:07:07.383563] [INFO ] [sig ] MCS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:07.523717] [INFO ] [LOCAL ] Saved forecast: MCS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MCS.txt [2025-10-09T00:07:07.523970] [WARN ] [sig ] [1240/2211] Failed MCS after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:07.524048] [INFO ] [sig ] [1241/2211] Forecasting MCY... [2025-10-09T00:07:07.524118] [INFO ] [sig ] Generating forecast for: MCY [2025-10-09T00:07:07.524188] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCY' from 'https://tdm.silogroup.org/data/derivative_storage/MCY.csv'. [2025-10-09T00:07:07.534269] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MCY'. [2025-10-09T00:07:07.534576] [INFO ] [FORECASTER] Starting predict_future for MCY [2025-10-09T00:07:07.559891] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:07.560627] [DEBUG] [LOCAL ] No optimal features file found for MCY: ./output/feature-sets/MCY.txt [2025-10-09T00:07:07.560726] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:07.560797] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:07.560866] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:07.560963] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:07.578293] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:07.578905] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:07.579009] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:07.579076] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:07.615179] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:07.615284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:07.615324] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:07.615358] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:07.618470] [DEBUG] [FORECASTER] MCY: Forecast T+1@11:T+2@11: UP (p=77.34%) [2025-10-09T00:07:07.618791] [INFO ] [FORECASTER] Completed predict_future for MCY [2025-10-09T00:07:07.618942] [INFO ] [sig ] MCY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:07.765080] [INFO ] [LOCAL ] Saved forecast: MCY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MCY.txt [2025-10-09T00:07:07.765490] [WARN ] [sig ] [1241/2211] Failed MCY after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:07.765569] [INFO ] [sig ] [1242/2211] Forecasting MD... [2025-10-09T00:07:07.765665] [INFO ] [sig ] Generating forecast for: MD [2025-10-09T00:07:07.765739] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MD' from 'https://tdm.silogroup.org/data/derivative_storage/MD.csv'. [2025-10-09T00:07:07.778838] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MD'. [2025-10-09T00:07:07.779152] [INFO ] [FORECASTER] Starting predict_future for MD [2025-10-09T00:07:07.804375] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:07.805133] [DEBUG] [LOCAL ] No optimal features file found for MD: ./output/feature-sets/MD.txt [2025-10-09T00:07:07.805210] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:07.805281] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:07.805350] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:07.805447] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:07.823208] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:07.823823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:07.823924] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:07.823994] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:07.862213] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:07.862313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:07.862354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:07.862387] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:07.865504] [DEBUG] [FORECASTER] MD: Forecast T+1@11:T+2@11: UP (p=86.95%) [2025-10-09T00:07:07.865821] [INFO ] [FORECASTER] Completed predict_future for MD [2025-10-09T00:07:07.865972] [INFO ] [sig ] MD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:08.007316] [INFO ] [LOCAL ] Saved forecast: MD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MD.txt [2025-10-09T00:07:08.007553] [WARN ] [sig ] [1242/2211] Failed MD after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:08.007635] [INFO ] [sig ] [1243/2211] Forecasting MDST... [2025-10-09T00:07:08.007728] [INFO ] [sig ] Generating forecast for: MDST [2025-10-09T00:07:08.007800] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDST' from 'https://tdm.silogroup.org/data/derivative_storage/MDST.csv'. [2025-10-09T00:07:08.018301] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MDST'. [2025-10-09T00:07:08.018600] [INFO ] [FORECASTER] Starting predict_future for MDST [2025-10-09T00:07:08.043965] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:08.044742] [DEBUG] [LOCAL ] No optimal features file found for MDST: ./output/feature-sets/MDST.txt [2025-10-09T00:07:08.044819] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:08.044890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:08.044957] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:08.045055] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:08.062335] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:08.062941] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:08.063043] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:08.063112] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:08.097941] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:08.098084] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:08.098143] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:08.098178] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:08.101261] [DEBUG] [FORECASTER] MDST: Forecast T+1@11:T+2@11: DOWN (p=31.21%) [2025-10-09T00:07:08.101529] [INFO ] [FORECASTER] Completed predict_future for MDST [2025-10-09T00:07:08.101698] [INFO ] [sig ] MDST: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:08.242430] [INFO ] [LOCAL ] Saved forecast: MDST 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MDST.txt [2025-10-09T00:07:08.242698] [WARN ] [sig ] [1243/2211] Failed MDST after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:08.242775] [INFO ] [sig ] [1244/2211] Forecasting MDT... [2025-10-09T00:07:08.242845] [INFO ] [sig ] Generating forecast for: MDT [2025-10-09T00:07:08.242916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDT' from 'https://tdm.silogroup.org/data/derivative_storage/MDT.csv'. [2025-10-09T00:07:08.253282] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MDT'. [2025-10-09T00:07:08.253594] [INFO ] [FORECASTER] Starting predict_future for MDT [2025-10-09T00:07:08.279021] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:08.279872] [DEBUG] [LOCAL ] No optimal features file found for MDT: ./output/feature-sets/MDT.txt [2025-10-09T00:07:08.279951] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:08.280024] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:08.280094] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:08.280196] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:08.298318] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:08.298947] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:08.299053] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:08.299123] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:08.335245] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:08.335360] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:08.335401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:08.335434] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:08.338737] [DEBUG] [FORECASTER] MDT: Forecast T+1@11:T+2@11: UP (p=95.70%) [2025-10-09T00:07:08.339017] [INFO ] [FORECASTER] Completed predict_future for MDT [2025-10-09T00:07:08.339153] [INFO ] [sig ] MDT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:08.484617] [INFO ] [LOCAL ] Saved forecast: MDT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MDT.txt [2025-10-09T00:07:08.484941] [WARN ] [sig ] [1244/2211] Failed MDT after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:08.485020] [INFO ] [sig ] [1245/2211] Forecasting MDU... [2025-10-09T00:07:08.485087] [INFO ] [sig ] Generating forecast for: MDU [2025-10-09T00:07:08.485156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDU' from 'https://tdm.silogroup.org/data/derivative_storage/MDU.csv'. [2025-10-09T00:07:08.495278] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MDU'. [2025-10-09T00:07:08.495582] [INFO ] [FORECASTER] Starting predict_future for MDU [2025-10-09T00:07:08.521203] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:08.521963] [DEBUG] [LOCAL ] No optimal features file found for MDU: ./output/feature-sets/MDU.txt [2025-10-09T00:07:08.522039] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:08.522124] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:08.522192] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:08.522290] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:08.540117] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:08.540773] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:08.540878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:08.540947] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:08.577010] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:08.577197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:08.577246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:08.577282] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:08.581016] [DEBUG] [FORECASTER] MDU: Forecast T+1@11:T+2@11: UP (p=86.14%) [2025-10-09T00:07:08.581317] [INFO ] [FORECASTER] Completed predict_future for MDU [2025-10-09T00:07:08.581471] [INFO ] [sig ] MDU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:08.722624] [INFO ] [LOCAL ] Saved forecast: MDU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MDU.txt [2025-10-09T00:07:08.722940] [WARN ] [sig ] [1245/2211] Failed MDU after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:08.723019] [INFO ] [sig ] [1246/2211] Forecasting MDV... [2025-10-09T00:07:08.723089] [INFO ] [sig ] Generating forecast for: MDV [2025-10-09T00:07:08.723158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDV' from 'https://tdm.silogroup.org/data/derivative_storage/MDV.csv'. [2025-10-09T00:07:08.734060] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MDV'. [2025-10-09T00:07:08.734607] [INFO ] [FORECASTER] Starting predict_future for MDV [2025-10-09T00:07:08.761225] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:08.762028] [DEBUG] [LOCAL ] No optimal features file found for MDV: ./output/feature-sets/MDV.txt [2025-10-09T00:07:08.762107] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:08.762201] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:08.762270] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:08.762370] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:08.780510] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:08.781162] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:08.781267] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:08.781336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:08.818493] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:08.818600] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:08.818681] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:08.818749] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:08.822071] [DEBUG] [FORECASTER] MDV: Forecast T+1@11:T+2@11: UP (p=98.64%) [2025-10-09T00:07:08.822365] [INFO ] [FORECASTER] Completed predict_future for MDV [2025-10-09T00:07:08.822512] [INFO ] [sig ] MDV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:08.966747] [INFO ] [LOCAL ] Saved forecast: MDV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MDV.txt [2025-10-09T00:07:08.967025] [WARN ] [sig ] [1246/2211] Failed MDV after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:08.967102] [INFO ] [sig ] [1247/2211] Forecasting MEC... [2025-10-09T00:07:08.967172] [INFO ] [sig ] Generating forecast for: MEC [2025-10-09T00:07:08.967243] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEC' from 'https://tdm.silogroup.org/data/derivative_storage/MEC.csv'. [2025-10-09T00:07:08.977578] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MEC'. [2025-10-09T00:07:08.977929] [INFO ] [FORECASTER] Starting predict_future for MEC [2025-10-09T00:07:09.004189] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:09.005020] [DEBUG] [LOCAL ] No optimal features file found for MEC: ./output/feature-sets/MEC.txt [2025-10-09T00:07:09.005099] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:09.005173] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:09.005243] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:09.005342] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:09.023532] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:09.024155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:09.024262] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:09.024311] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:09.061196] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:09.061398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:09.061448] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:09.061484] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:09.065186] [DEBUG] [FORECASTER] MEC: Forecast T+1@11:T+2@11: DOWN (p=14.50%) [2025-10-09T00:07:09.065489] [INFO ] [FORECASTER] Completed predict_future for MEC [2025-10-09T00:07:09.065635] [INFO ] [sig ] MEC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:09.219843] [INFO ] [LOCAL ] Saved forecast: MEC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MEC.txt [2025-10-09T00:07:09.220148] [WARN ] [sig ] [1247/2211] Failed MEC after 0.3s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:09.220229] [INFO ] [sig ] [1248/2211] Forecasting MED... [2025-10-09T00:07:09.220301] [INFO ] [sig ] Generating forecast for: MED [2025-10-09T00:07:09.220373] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MED' from 'https://tdm.silogroup.org/data/derivative_storage/MED.csv'. [2025-10-09T00:07:09.230548] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MED'. [2025-10-09T00:07:09.230953] [INFO ] [FORECASTER] Starting predict_future for MED [2025-10-09T00:07:09.257332] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:09.258226] [DEBUG] [LOCAL ] No optimal features file found for MED: ./output/feature-sets/MED.txt [2025-10-09T00:07:09.258305] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:09.258378] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:09.258448] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:09.258549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:09.276753] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:09.277339] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:09.277442] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:09.277511] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:09.314020] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:09.314138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:09.314179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:09.314213] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:09.317433] [DEBUG] [FORECASTER] MED: Forecast T+1@11:T+2@11: DOWN (p=25.73%) [2025-10-09T00:07:09.317751] [INFO ] [FORECASTER] Completed predict_future for MED [2025-10-09T00:07:09.317903] [INFO ] [sig ] MED: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:09.469591] [INFO ] [LOCAL ] Saved forecast: MED 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MED.txt [2025-10-09T00:07:09.469929] [WARN ] [sig ] [1248/2211] Failed MED after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:09.470025] [INFO ] [sig ] [1249/2211] Forecasting MEG... [2025-10-09T00:07:09.470099] [INFO ] [sig ] Generating forecast for: MEG [2025-10-09T00:07:09.470172] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEG' from 'https://tdm.silogroup.org/data/derivative_storage/MEG.csv'. [2025-10-09T00:07:09.480480] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MEG'. [2025-10-09T00:07:09.480910] [INFO ] [FORECASTER] Starting predict_future for MEG [2025-10-09T00:07:09.507255] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:09.508188] [DEBUG] [LOCAL ] No optimal features file found for MEG: ./output/feature-sets/MEG.txt [2025-10-09T00:07:09.508273] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:09.508346] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:09.508416] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:09.508516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:09.527518] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:09.528491] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:09.528608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:09.528703] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:09.569115] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:09.569354] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:09.569414] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:09.569449] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:09.573063] [DEBUG] [FORECASTER] MEG: Forecast T+1@11:T+2@11: DOWN (p=45.95%) [2025-10-09T00:07:09.573353] [INFO ] [FORECASTER] Completed predict_future for MEG [2025-10-09T00:07:09.573492] [INFO ] [sig ] MEG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:09.716030] [INFO ] [LOCAL ] Saved forecast: MEG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MEG.txt [2025-10-09T00:07:09.716284] [WARN ] [sig ] [1249/2211] Failed MEG after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:09.716361] [INFO ] [sig ] [1250/2211] Forecasting MEGI... [2025-10-09T00:07:09.716431] [INFO ] [sig ] Generating forecast for: MEGI [2025-10-09T00:07:09.716499] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEGI' from 'https://tdm.silogroup.org/data/derivative_storage/MEGI.csv'. [2025-10-09T00:07:09.726706] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MEGI'. [2025-10-09T00:07:09.727024] [INFO ] [FORECASTER] Starting predict_future for MEGI [2025-10-09T00:07:09.752377] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:09.753183] [DEBUG] [LOCAL ] No optimal features file found for MEGI: ./output/feature-sets/MEGI.txt [2025-10-09T00:07:09.753260] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:09.753331] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:09.753400] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:09.753496] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:09.771292] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:09.771909] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:09.772010] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:09.772077] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:09.806188] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:09.806304] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:09.806346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:09.806380] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:09.809760] [DEBUG] [FORECASTER] MEGI: Forecast T+1@11:T+2@11: UP (p=83.13%) [2025-10-09T00:07:09.810046] [INFO ] [FORECASTER] Completed predict_future for MEGI [2025-10-09T00:07:09.810180] [INFO ] [sig ] MEGI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:09.954013] [INFO ] [LOCAL ] Saved forecast: MEGI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MEGI.txt [2025-10-09T00:07:09.954275] [WARN ] [sig ] [1250/2211] Failed MEGI after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:09.954370] [INFO ] [sig ] [1251/2211] Forecasting MEI... [2025-10-09T00:07:09.954448] [INFO ] [sig ] Generating forecast for: MEI [2025-10-09T00:07:09.954535] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEI' from 'https://tdm.silogroup.org/data/derivative_storage/MEI.csv'. [2025-10-09T00:07:09.964881] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MEI'. [2025-10-09T00:07:09.965193] [INFO ] [FORECASTER] Starting predict_future for MEI [2025-10-09T00:07:09.990466] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:09.991236] [DEBUG] [LOCAL ] No optimal features file found for MEI: ./output/feature-sets/MEI.txt [2025-10-09T00:07:09.991313] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:09.991394] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:09.991475] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:09.991585] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:10.009303] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:10.010029] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:10.010135] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:10.010220] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:10.043857] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:10.043991] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:10.044036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:10.044073] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:10.047604] [DEBUG] [FORECASTER] MEI: Forecast T+1@11:T+2@11: UP (p=82.07%) [2025-10-09T00:07:10.047955] [INFO ] [FORECASTER] Completed predict_future for MEI [2025-10-09T00:07:10.048114] [INFO ] [sig ] MEI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:10.197946] [INFO ] [LOCAL ] Saved forecast: MEI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MEI.txt [2025-10-09T00:07:10.198194] [WARN ] [sig ] [1251/2211] Failed MEI after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:10.198287] [INFO ] [sig ] [1252/2211] Forecasting MET... [2025-10-09T00:07:10.198368] [INFO ] [sig ] Generating forecast for: MET [2025-10-09T00:07:10.198455] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MET' from 'https://tdm.silogroup.org/data/derivative_storage/MET.csv'. [2025-10-09T00:07:10.208737] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MET'. [2025-10-09T00:07:10.209070] [INFO ] [FORECASTER] Starting predict_future for MET [2025-10-09T00:07:10.234516] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:10.235289] [DEBUG] [LOCAL ] No optimal features file found for MET: ./output/feature-sets/MET.txt [2025-10-09T00:07:10.235365] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:10.235436] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:10.235518] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:10.235620] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:10.253978] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:10.254593] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:10.254722] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:10.254796] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:10.288390] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:10.288491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:10.288532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:10.288566] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:10.291915] [DEBUG] [FORECASTER] MET: Forecast T+1@11:T+2@11: DOWN (p=2.11%) [2025-10-09T00:07:10.292206] [INFO ] [FORECASTER] Completed predict_future for MET [2025-10-09T00:07:10.292346] [INFO ] [sig ] MET: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:10.436170] [INFO ] [LOCAL ] Saved forecast: MET 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MET.txt [2025-10-09T00:07:10.436409] [WARN ] [sig ] [1252/2211] Failed MET after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:10.436487] [INFO ] [sig ] [1253/2211] Forecasting MFA... [2025-10-09T00:07:10.436556] [INFO ] [sig ] Generating forecast for: MFA [2025-10-09T00:07:10.436627] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFA' from 'https://tdm.silogroup.org/data/derivative_storage/MFA.csv'. [2025-10-09T00:07:10.446603] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MFA'. [2025-10-09T00:07:10.446980] [INFO ] [FORECASTER] Starting predict_future for MFA [2025-10-09T00:07:10.472490] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:10.473303] [DEBUG] [LOCAL ] No optimal features file found for MFA: ./output/feature-sets/MFA.txt [2025-10-09T00:07:10.473385] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:10.473458] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:10.473552] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:10.473688] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:10.492345] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:10.493016] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:10.493121] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:10.493205] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:10.528706] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:10.528808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:10.528849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:10.528881] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:10.532139] [DEBUG] [FORECASTER] MFA: Forecast T+1@11:T+2@11: DOWN (p=3.27%) [2025-10-09T00:07:10.532425] [INFO ] [FORECASTER] Completed predict_future for MFA [2025-10-09T00:07:10.532574] [INFO ] [sig ] MFA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:10.681592] [INFO ] [LOCAL ] Saved forecast: MFA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MFA.txt [2025-10-09T00:07:10.681923] [WARN ] [sig ] [1253/2211] Failed MFA after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:10.682020] [INFO ] [sig ] [1254/2211] Forecasting MFAN... [2025-10-09T00:07:10.682090] [INFO ] [sig ] Generating forecast for: MFAN [2025-10-09T00:07:10.682158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFAN' from 'https://tdm.silogroup.org/data/derivative_storage/MFAN.csv'. [2025-10-09T00:07:10.693005] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'MFAN'. [2025-10-09T00:07:10.693433] [INFO ] [FORECASTER] Starting predict_future for MFAN [2025-10-09T00:07:10.719830] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:10.720639] [DEBUG] [LOCAL ] No optimal features file found for MFAN: ./output/feature-sets/MFAN.txt [2025-10-09T00:07:10.720742] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:10.720829] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:10.720912] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:10.721062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:10.738726] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:10.739422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:10.739528] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:10.739611] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:10.774022] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:10.774120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:10.774160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:10.774193] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:10.777335] [DEBUG] [FORECASTER] MFAN: Forecast T+1@11:T+2@11: UP (p=78.03%) [2025-10-09T00:07:10.777699] [INFO ] [FORECASTER] Completed predict_future for MFAN [2025-10-09T00:07:10.777860] [INFO ] [sig ] MFAN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:10.922372] [INFO ] [LOCAL ] Saved forecast: MFAN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MFAN.txt [2025-10-09T00:07:10.922735] [WARN ] [sig ] [1254/2211] Failed MFAN after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:10.922819] [INFO ] [sig ] [1255/2211] Forecasting MFAO... [2025-10-09T00:07:10.922892] [INFO ] [sig ] Generating forecast for: MFAO [2025-10-09T00:07:10.922992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFAO' from 'https://tdm.silogroup.org/data/derivative_storage/MFAO.csv'. [2025-10-09T00:07:10.933304] [DEBUG] [REMOTE ] Successfully parsed 1788 rows of historical data for symbol 'MFAO'. [2025-10-09T00:07:10.933717] [INFO ] [FORECASTER] Starting predict_future for MFAO [2025-10-09T00:07:10.960367] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:10.961412] [DEBUG] [LOCAL ] No optimal features file found for MFAO: ./output/feature-sets/MFAO.txt [2025-10-09T00:07:10.961502] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:10.961591] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:10.961697] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:10.961823] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:10.979227] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:10.980012] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:10.980119] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:10.980201] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:11.015242] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:11.015459] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:11.015509] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:11.015543] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:11.019279] [DEBUG] [FORECASTER] MFAO: Forecast T+1@11:T+2@11: UP (p=90.03%) [2025-10-09T00:07:11.019591] [INFO ] [FORECASTER] Completed predict_future for MFAO [2025-10-09T00:07:11.019801] [INFO ] [sig ] MFAO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:11.160867] [INFO ] [LOCAL ] Saved forecast: MFAO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MFAO.txt [2025-10-09T00:07:11.161236] [WARN ] [sig ] [1255/2211] Failed MFAO after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:11.161321] [INFO ] [sig ] [1256/2211] Forecasting MFC... [2025-10-09T00:07:11.161405] [INFO ] [sig ] Generating forecast for: MFC [2025-10-09T00:07:11.161493] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFC' from 'https://tdm.silogroup.org/data/derivative_storage/MFC.csv'. [2025-10-09T00:07:11.172685] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MFC'. [2025-10-09T00:07:11.173014] [INFO ] [FORECASTER] Starting predict_future for MFC [2025-10-09T00:07:11.198325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:11.199186] [DEBUG] [LOCAL ] No optimal features file found for MFC: ./output/feature-sets/MFC.txt [2025-10-09T00:07:11.199280] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:11.199354] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:11.199447] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:11.199558] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:11.217146] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:11.217808] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:11.217913] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:11.217995] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:11.253918] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:11.254124] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:11.254177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:11.254212] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:11.258546] [DEBUG] [FORECASTER] MFC: Forecast T+1@11:T+2@11: DOWN (p=23.95%) [2025-10-09T00:07:11.258950] [INFO ] [FORECASTER] Completed predict_future for MFC [2025-10-09T00:07:11.259123] [INFO ] [sig ] MFC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:11.436684] [INFO ] [LOCAL ] Saved forecast: MFC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MFC.txt [2025-10-09T00:07:11.437010] [WARN ] [sig ] [1256/2211] Failed MFC after 0.3s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:11.437094] [INFO ] [sig ] [1257/2211] Forecasting MFG... [2025-10-09T00:07:11.437191] [INFO ] [sig ] Generating forecast for: MFG [2025-10-09T00:07:11.437354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFG' from 'https://tdm.silogroup.org/data/derivative_storage/MFG.csv'. [2025-10-09T00:07:11.449076] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MFG'. [2025-10-09T00:07:11.449518] [INFO ] [FORECASTER] Starting predict_future for MFG [2025-10-09T00:07:11.475226] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:11.476021] [DEBUG] [LOCAL ] No optimal features file found for MFG: ./output/feature-sets/MFG.txt [2025-10-09T00:07:11.476099] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:11.476170] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:11.476265] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:11.476377] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:11.494056] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:11.494685] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:11.494790] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:11.494873] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:11.530240] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:11.530350] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:11.530411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:11.530446] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:11.533565] [DEBUG] [FORECASTER] MFG: Forecast T+1@11:T+2@11: DOWN (p=15.67%) [2025-10-09T00:07:11.533871] [INFO ] [FORECASTER] Completed predict_future for MFG [2025-10-09T00:07:11.534024] [INFO ] [sig ] MFG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:11.686410] [INFO ] [LOCAL ] Saved forecast: MFG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MFG.txt [2025-10-09T00:07:11.686865] [WARN ] [sig ] [1257/2211] Failed MFG after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:11.686959] [INFO ] [sig ] [1258/2211] Forecasting MFM... [2025-10-09T00:07:11.687004] [INFO ] [sig ] Generating forecast for: MFM [2025-10-09T00:07:11.687067] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFM' from 'https://tdm.silogroup.org/data/derivative_storage/MFM.csv'. [2025-10-09T00:07:11.699895] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MFM'. [2025-10-09T00:07:11.700282] [INFO ] [FORECASTER] Starting predict_future for MFM [2025-10-09T00:07:11.726490] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:11.727261] [DEBUG] [LOCAL ] No optimal features file found for MFM: ./output/feature-sets/MFM.txt [2025-10-09T00:07:11.727349] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:11.727437] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:11.727507] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:11.727607] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:11.746452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:11.747128] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:11.747246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:11.747321] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:11.784885] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:11.785005] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:11.785047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:11.785081] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:11.788529] [DEBUG] [FORECASTER] MFM: Forecast T+1@11:T+2@11: DOWN (p=48.51%) [2025-10-09T00:07:11.788852] [INFO ] [FORECASTER] Completed predict_future for MFM [2025-10-09T00:07:11.789013] [INFO ] [sig ] MFM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:11.942177] [INFO ] [LOCAL ] Saved forecast: MFM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MFM.txt [2025-10-09T00:07:11.942528] [WARN ] [sig ] [1258/2211] Failed MFM after 0.3s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:11.942615] [INFO ] [sig ] [1259/2211] Forecasting MFSG... [2025-10-09T00:07:11.942726] [INFO ] [sig ] Generating forecast for: MFSG [2025-10-09T00:07:11.942813] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFSG' from 'https://tdm.silogroup.org/data/derivative_storage/MFSG.csv'. [2025-10-09T00:07:11.952985] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'MFSG'. [2025-10-09T00:07:11.953358] [INFO ] [FORECASTER] Starting predict_future for MFSG [2025-10-09T00:07:11.980160] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:11.980995] [DEBUG] [LOCAL ] No optimal features file found for MFSG: ./output/feature-sets/MFSG.txt [2025-10-09T00:07:11.981076] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:11.981165] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:11.981267] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:11.981386] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:11.999555] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:12.000231] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:12.000344] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:12.000433] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:12.035901] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:12.036125] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:12.036176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:12.036212] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:12.040191] [DEBUG] [FORECASTER] MFSG: Forecast T+1@11:T+2@11: DOWN (p=41.27%) [2025-10-09T00:07:12.040558] [INFO ] [FORECASTER] Completed predict_future for MFSG [2025-10-09T00:07:12.040750] [INFO ] [sig ] MFSG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:12.186740] [INFO ] [LOCAL ] Saved forecast: MFSG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MFSG.txt [2025-10-09T00:07:12.187050] [WARN ] [sig ] [1259/2211] Failed MFSG after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:12.187133] [INFO ] [sig ] [1260/2211] Forecasting MFSI... [2025-10-09T00:07:12.187216] [INFO ] [sig ] Generating forecast for: MFSI [2025-10-09T00:07:12.187300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFSI' from 'https://tdm.silogroup.org/data/derivative_storage/MFSI.csv'. [2025-10-09T00:07:12.197539] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'MFSI'. [2025-10-09T00:07:12.197948] [INFO ] [FORECASTER] Starting predict_future for MFSI [2025-10-09T00:07:12.224215] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:12.225114] [DEBUG] [LOCAL ] No optimal features file found for MFSI: ./output/feature-sets/MFSI.txt [2025-10-09T00:07:12.225196] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:12.225270] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:12.225339] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:12.225438] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:12.243599] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:12.244229] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:12.244342] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:12.244413] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:12.282047] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:12.282177] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:12.282221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:12.282256] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:12.285613] [DEBUG] [FORECASTER] MFSI: Forecast T+1@11:T+2@11: UP (p=77.74%) [2025-10-09T00:07:12.285938] [INFO ] [FORECASTER] Completed predict_future for MFSI [2025-10-09T00:07:12.286093] [INFO ] [sig ] MFSI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:12.428593] [INFO ] [LOCAL ] Saved forecast: MFSI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MFSI.txt [2025-10-09T00:07:12.428897] [WARN ] [sig ] [1260/2211] Failed MFSI after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:12.428976] [INFO ] [sig ] [1261/2211] Forecasting MFSV... [2025-10-09T00:07:12.429046] [INFO ] [sig ] Generating forecast for: MFSV [2025-10-09T00:07:12.429117] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFSV' from 'https://tdm.silogroup.org/data/derivative_storage/MFSV.csv'. [2025-10-09T00:07:12.438810] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'MFSV'. [2025-10-09T00:07:12.439150] [INFO ] [FORECASTER] Starting predict_future for MFSV [2025-10-09T00:07:12.465274] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:12.466127] [DEBUG] [LOCAL ] No optimal features file found for MFSV: ./output/feature-sets/MFSV.txt [2025-10-09T00:07:12.466208] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:12.466282] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:12.466381] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:12.466507] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:12.484514] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:12.485174] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:12.485286] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:12.485374] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:12.521035] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:12.521152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:12.521204] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:12.521238] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:12.524722] [DEBUG] [FORECASTER] MFSV: Forecast T+1@11:T+2@11: DOWN (p=17.54%) [2025-10-09T00:07:12.525034] [INFO ] [FORECASTER] Completed predict_future for MFSV [2025-10-09T00:07:12.525176] [INFO ] [sig ] MFSV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:12.672056] [INFO ] [LOCAL ] Saved forecast: MFSV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MFSV.txt [2025-10-09T00:07:12.672441] [WARN ] [sig ] [1261/2211] Failed MFSV after 0.2s | 4.34 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T00:07:12.672544] [INFO ] [sig ] [1262/2211] Forecasting MG... [2025-10-09T00:07:12.672634] [INFO ] [sig ] Generating forecast for: MG [2025-10-09T00:07:12.672756] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MG' from 'https://tdm.silogroup.org/data/derivative_storage/MG.csv'. [2025-10-09T00:07:12.685989] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MG'. [2025-10-09T00:07:12.686560] [INFO ] [FORECASTER] Starting predict_future for MG [2025-10-09T00:07:12.720287] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:12.721382] [DEBUG] [LOCAL ] No optimal features file found for MG: ./output/feature-sets/MG.txt [2025-10-09T00:07:12.721472] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:12.721545] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:12.721614] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:12.721734] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:12.739935] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:12.740879] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:12.740999] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:12.741070] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:12.779387] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:12.779614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:12.779703] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:12.779765] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:12.783519] [DEBUG] [FORECASTER] MG: Forecast T+1@11:T+2@11: UP (p=64.93%) [2025-10-09T00:07:12.783882] [INFO ] [FORECASTER] Completed predict_future for MG [2025-10-09T00:07:12.784042] [INFO ] [sig ] MG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:12.925570] [INFO ] [LOCAL ] Saved forecast: MG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MG.txt [2025-10-09T00:07:12.925851] [WARN ] [sig ] [1262/2211] Failed MG after 0.3s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:12.925929] [INFO ] [sig ] [1263/2211] Forecasting MGA... [2025-10-09T00:07:12.925999] [INFO ] [sig ] Generating forecast for: MGA [2025-10-09T00:07:12.926070] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGA' from 'https://tdm.silogroup.org/data/derivative_storage/MGA.csv'. [2025-10-09T00:07:12.939631] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MGA'. [2025-10-09T00:07:12.940040] [INFO ] [FORECASTER] Starting predict_future for MGA [2025-10-09T00:07:12.965536] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:12.966329] [DEBUG] [LOCAL ] No optimal features file found for MGA: ./output/feature-sets/MGA.txt [2025-10-09T00:07:12.966407] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:12.966479] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:12.966547] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:12.966674] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:12.984034] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:12.984605] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:12.984734] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:12.984803] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:13.026493] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:13.026635] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:13.026724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:13.026765] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:13.030372] [DEBUG] [FORECASTER] MGA: Forecast T+1@11:T+2@11: UP (p=57.32%) [2025-10-09T00:07:13.030726] [INFO ] [FORECASTER] Completed predict_future for MGA [2025-10-09T00:07:13.030884] [INFO ] [sig ] MGA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:13.171998] [INFO ] [LOCAL ] Saved forecast: MGA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MGA.txt [2025-10-09T00:07:13.172264] [WARN ] [sig ] [1263/2211] Failed MGA after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:13.172344] [INFO ] [sig ] [1264/2211] Forecasting MGF... [2025-10-09T00:07:13.172414] [INFO ] [sig ] Generating forecast for: MGF [2025-10-09T00:07:13.172484] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGF' from 'https://tdm.silogroup.org/data/derivative_storage/MGF.csv'. [2025-10-09T00:07:13.182668] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'MGF'. [2025-10-09T00:07:13.182948] [INFO ] [FORECASTER] Starting predict_future for MGF [2025-10-09T00:07:13.208725] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:13.209534] [DEBUG] [LOCAL ] No optimal features file found for MGF: ./output/feature-sets/MGF.txt [2025-10-09T00:07:13.209616] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:13.209709] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:13.209776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:13.209873] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:13.227190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:13.227809] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:13.227914] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:13.227985] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:13.262254] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:13.262340] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:13.262397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:13.262431] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:13.265499] [DEBUG] [FORECASTER] MGF: Forecast T+1@11:T+2@11: UP (p=87.26%) [2025-10-09T00:07:13.265824] [INFO ] [FORECASTER] Completed predict_future for MGF [2025-10-09T00:07:13.265985] [INFO ] [sig ] MGF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:13.405701] [INFO ] [LOCAL ] Saved forecast: MGF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MGF.txt [2025-10-09T00:07:13.405946] [WARN ] [sig ] [1264/2211] Failed MGF after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:13.406024] [INFO ] [sig ] [1265/2211] Forecasting MGM... [2025-10-09T00:07:13.406093] [INFO ] [sig ] Generating forecast for: MGM [2025-10-09T00:07:13.406162] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGM' from 'https://tdm.silogroup.org/data/derivative_storage/MGM.csv'. [2025-10-09T00:07:13.416581] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MGM'. [2025-10-09T00:07:13.416895] [INFO ] [FORECASTER] Starting predict_future for MGM [2025-10-09T00:07:13.442155] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:13.442923] [DEBUG] [LOCAL ] No optimal features file found for MGM: ./output/feature-sets/MGM.txt [2025-10-09T00:07:13.443000] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:13.443070] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:13.443138] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:13.443234] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:13.460534] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:13.461149] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:13.461251] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:13.461320] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:13.497712] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:13.497806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:13.497846] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:13.497880] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:13.501006] [DEBUG] [FORECASTER] MGM: Forecast T+1@11:T+2@11: DOWN (p=32.26%) [2025-10-09T00:07:13.501276] [INFO ] [FORECASTER] Completed predict_future for MGM [2025-10-09T00:07:13.501413] [INFO ] [sig ] MGM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:13.641989] [INFO ] [LOCAL ] Saved forecast: MGM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MGM.txt [2025-10-09T00:07:13.642222] [WARN ] [sig ] [1265/2211] Failed MGM after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:13.642299] [INFO ] [sig ] [1266/2211] Forecasting MGR... [2025-10-09T00:07:13.642369] [INFO ] [sig ] Generating forecast for: MGR [2025-10-09T00:07:13.642438] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGR' from 'https://tdm.silogroup.org/data/derivative_storage/MGR.csv'. [2025-10-09T00:07:13.652320] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MGR'. [2025-10-09T00:07:13.652612] [INFO ] [FORECASTER] Starting predict_future for MGR [2025-10-09T00:07:13.677755] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:13.678491] [DEBUG] [LOCAL ] No optimal features file found for MGR: ./output/feature-sets/MGR.txt [2025-10-09T00:07:13.678569] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:13.678665] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:13.678742] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:13.678855] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:13.696287] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:13.696893] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:13.696993] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:13.697062] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:13.732756] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:13.732844] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:13.732883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:13.732916] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:13.736002] [DEBUG] [FORECASTER] MGR: Forecast T+1@11:T+2@11: DOWN (p=7.05%) [2025-10-09T00:07:13.736267] [INFO ] [FORECASTER] Completed predict_future for MGR [2025-10-09T00:07:13.736405] [INFO ] [sig ] MGR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:13.877251] [INFO ] [LOCAL ] Saved forecast: MGR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MGR.txt [2025-10-09T00:07:13.877488] [WARN ] [sig ] [1266/2211] Failed MGR after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:13.877564] [INFO ] [sig ] [1267/2211] Forecasting MGRB... [2025-10-09T00:07:13.877634] [INFO ] [sig ] Generating forecast for: MGRB [2025-10-09T00:07:13.877733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGRB' from 'https://tdm.silogroup.org/data/derivative_storage/MGRB.csv'. [2025-10-09T00:07:13.887511] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MGRB'. [2025-10-09T00:07:13.887848] [INFO ] [FORECASTER] Starting predict_future for MGRB [2025-10-09T00:07:13.913351] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:13.914113] [DEBUG] [LOCAL ] No optimal features file found for MGRB: ./output/feature-sets/MGRB.txt [2025-10-09T00:07:13.914189] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:13.914260] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:13.914328] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:13.914426] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:13.931752] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:13.932317] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:13.932420] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:13.932489] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:13.965806] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:13.965900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:13.965940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:13.965972] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:13.969174] [DEBUG] [FORECASTER] MGRB: Forecast T+1@11:T+2@11: DOWN (p=8.77%) [2025-10-09T00:07:13.969493] [INFO ] [FORECASTER] Completed predict_future for MGRB [2025-10-09T00:07:13.969638] [INFO ] [sig ] MGRB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:14.109101] [INFO ] [LOCAL ] Saved forecast: MGRB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MGRB.txt [2025-10-09T00:07:14.109391] [WARN ] [sig ] [1267/2211] Failed MGRB after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:14.109472] [INFO ] [sig ] [1268/2211] Forecasting MGRD... [2025-10-09T00:07:14.109542] [INFO ] [sig ] Generating forecast for: MGRD [2025-10-09T00:07:14.109613] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGRD' from 'https://tdm.silogroup.org/data/derivative_storage/MGRD.csv'. [2025-10-09T00:07:14.119299] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MGRD'. [2025-10-09T00:07:14.119606] [INFO ] [FORECASTER] Starting predict_future for MGRD [2025-10-09T00:07:14.144960] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:14.145758] [DEBUG] [LOCAL ] No optimal features file found for MGRD: ./output/feature-sets/MGRD.txt [2025-10-09T00:07:14.145837] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:14.145916] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:14.145959] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:14.146025] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:14.163561] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:14.164157] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:14.164258] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:14.164306] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:14.199694] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:14.199793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:14.199834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:14.199867] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:14.202927] [DEBUG] [FORECASTER] MGRD: Forecast T+1@11:T+2@11: UP (p=95.51%) [2025-10-09T00:07:14.203194] [INFO ] [FORECASTER] Completed predict_future for MGRD [2025-10-09T00:07:14.203331] [INFO ] [sig ] MGRD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:14.346022] [INFO ] [LOCAL ] Saved forecast: MGRD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MGRD.txt [2025-10-09T00:07:14.346276] [WARN ] [sig ] [1268/2211] Failed MGRD after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:14.346353] [INFO ] [sig ] [1269/2211] Forecasting MGRE... [2025-10-09T00:07:14.346423] [INFO ] [sig ] Generating forecast for: MGRE [2025-10-09T00:07:14.346495] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGRE' from 'https://tdm.silogroup.org/data/derivative_storage/MGRE.csv'. [2025-10-09T00:07:14.357000] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MGRE'. [2025-10-09T00:07:14.357321] [INFO ] [FORECASTER] Starting predict_future for MGRE [2025-10-09T00:07:14.382615] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:14.383372] [DEBUG] [LOCAL ] No optimal features file found for MGRE: ./output/feature-sets/MGRE.txt [2025-10-09T00:07:14.383449] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:14.383520] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:14.383586] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:14.383708] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:14.401211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:14.401843] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:14.401944] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:14.402012] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:14.437071] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:14.437165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:14.437208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:14.437241] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:14.445102] [DEBUG] [FORECASTER] MGRE: Forecast T+1@11:T+2@11: UP (p=90.23%) [2025-10-09T00:07:14.445540] [INFO ] [FORECASTER] Completed predict_future for MGRE [2025-10-09T00:07:14.445762] [INFO ] [sig ] MGRE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:14.586864] [INFO ] [LOCAL ] Saved forecast: MGRE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MGRE.txt [2025-10-09T00:07:14.587224] [WARN ] [sig ] [1269/2211] Failed MGRE after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:14.587304] [INFO ] [sig ] [1270/2211] Forecasting MGY... [2025-10-09T00:07:14.587374] [INFO ] [sig ] Generating forecast for: MGY [2025-10-09T00:07:14.587444] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGY' from 'https://tdm.silogroup.org/data/derivative_storage/MGY.csv'. [2025-10-09T00:07:14.599113] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MGY'. [2025-10-09T00:07:14.599479] [INFO ] [FORECASTER] Starting predict_future for MGY [2025-10-09T00:07:14.625394] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:14.626186] [DEBUG] [LOCAL ] No optimal features file found for MGY: ./output/feature-sets/MGY.txt [2025-10-09T00:07:14.626264] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:14.626336] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:14.626404] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:14.626501] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:14.643943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:14.644553] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:14.644694] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:14.644768] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:14.680061] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:14.680161] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:14.680201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:14.680234] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:14.683305] [DEBUG] [FORECASTER] MGY: Forecast T+1@11:T+2@11: DOWN (p=24.04%) [2025-10-09T00:07:14.683573] [INFO ] [FORECASTER] Completed predict_future for MGY [2025-10-09T00:07:14.683744] [INFO ] [sig ] MGY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:14.825278] [INFO ] [LOCAL ] Saved forecast: MGY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MGY.txt [2025-10-09T00:07:14.825577] [WARN ] [sig ] [1270/2211] Failed MGY after 0.2s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:14.825689] [INFO ] [sig ] [1271/2211] Forecasting MHD... [2025-10-09T00:07:14.825765] [INFO ] [sig ] Generating forecast for: MHD [2025-10-09T00:07:14.825845] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHD' from 'https://tdm.silogroup.org/data/derivative_storage/MHD.csv'. [2025-10-09T00:07:14.836342] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MHD'. [2025-10-09T00:07:14.836711] [INFO ] [FORECASTER] Starting predict_future for MHD [2025-10-09T00:07:14.862331] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:14.863165] [DEBUG] [LOCAL ] No optimal features file found for MHD: ./output/feature-sets/MHD.txt [2025-10-09T00:07:14.863243] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:14.863314] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:14.863383] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:14.863480] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:14.882108] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:14.883197] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:14.883334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:14.883416] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:14.929332] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:14.929588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:14.929736] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:14.929818] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:14.935222] [DEBUG] [FORECASTER] MHD: Forecast T+1@11:T+2@11: DOWN (p=25.54%) [2025-10-09T00:07:14.935698] [INFO ] [FORECASTER] Completed predict_future for MHD [2025-10-09T00:07:14.935929] [INFO ] [sig ] MHD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:15.081552] [INFO ] [LOCAL ] Saved forecast: MHD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MHD.txt [2025-10-09T00:07:15.081906] [WARN ] [sig ] [1271/2211] Failed MHD after 0.3s | 4.34 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:15.081987] [INFO ] [sig ] [1272/2211] Forecasting MHF... [2025-10-09T00:07:15.082063] [INFO ] [sig ] Generating forecast for: MHF [2025-10-09T00:07:15.082134] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHF' from 'https://tdm.silogroup.org/data/derivative_storage/MHF.csv'. [2025-10-09T00:07:15.092343] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MHF'. [2025-10-09T00:07:15.092720] [INFO ] [FORECASTER] Starting predict_future for MHF [2025-10-09T00:07:15.119507] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:15.120316] [DEBUG] [LOCAL ] No optimal features file found for MHF: ./output/feature-sets/MHF.txt [2025-10-09T00:07:15.120395] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:15.120468] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:15.120538] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:15.120635] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:15.138547] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:15.139175] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:15.139305] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:15.139375] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:15.180629] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:15.181022] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:15.181118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:15.181179] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:15.185774] [DEBUG] [FORECASTER] MHF: Forecast T+1@11:T+2@11: DOWN (p=39.05%) [2025-10-09T00:07:15.186191] [INFO ] [FORECASTER] Completed predict_future for MHF [2025-10-09T00:07:15.186385] [INFO ] [sig ] MHF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:15.329755] [INFO ] [LOCAL ] Saved forecast: MHF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MHF.txt [2025-10-09T00:07:15.330136] [WARN ] [sig ] [1272/2211] Failed MHF after 0.2s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:15.330234] [INFO ] [sig ] [1273/2211] Forecasting MHK... [2025-10-09T00:07:15.330322] [INFO ] [sig ] Generating forecast for: MHK [2025-10-09T00:07:15.330395] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHK' from 'https://tdm.silogroup.org/data/derivative_storage/MHK.csv'. [2025-10-09T00:07:15.342398] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MHK'. [2025-10-09T00:07:15.342798] [INFO ] [FORECASTER] Starting predict_future for MHK [2025-10-09T00:07:15.369217] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:15.370039] [DEBUG] [LOCAL ] No optimal features file found for MHK: ./output/feature-sets/MHK.txt [2025-10-09T00:07:15.370119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:15.370190] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:15.370259] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:15.370374] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:15.387943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:15.388558] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:15.388681] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:15.388754] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:15.422929] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:15.423048] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:15.423093] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:15.423127] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:15.426684] [DEBUG] [FORECASTER] MHK: Forecast T+1@11:T+2@11: DOWN (p=16.11%) [2025-10-09T00:07:15.426979] [INFO ] [FORECASTER] Completed predict_future for MHK [2025-10-09T00:07:15.427117] [INFO ] [sig ] MHK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:15.570395] [INFO ] [LOCAL ] Saved forecast: MHK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MHK.txt [2025-10-09T00:07:15.570712] [WARN ] [sig ] [1273/2211] Failed MHK after 0.2s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:15.570803] [INFO ] [sig ] [1274/2211] Forecasting MHN... [2025-10-09T00:07:15.570876] [INFO ] [sig ] Generating forecast for: MHN [2025-10-09T00:07:15.570948] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHN' from 'https://tdm.silogroup.org/data/derivative_storage/MHN.csv'. [2025-10-09T00:07:15.580794] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MHN'. [2025-10-09T00:07:15.581111] [INFO ] [FORECASTER] Starting predict_future for MHN [2025-10-09T00:07:15.606466] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:15.607249] [DEBUG] [LOCAL ] No optimal features file found for MHN: ./output/feature-sets/MHN.txt [2025-10-09T00:07:15.607327] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:15.607397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:15.607464] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:15.607560] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:15.625079] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:15.625697] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:15.625800] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:15.625869] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:15.657731] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:15.657857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:15.657899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:15.657933] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:15.661380] [DEBUG] [FORECASTER] MHN: Forecast T+1@11:T+2@11: DOWN (p=45.43%) [2025-10-09T00:07:15.661691] [INFO ] [FORECASTER] Completed predict_future for MHN [2025-10-09T00:07:15.661847] [INFO ] [sig ] MHN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:15.803425] [INFO ] [LOCAL ] Saved forecast: MHN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MHN.txt [2025-10-09T00:07:15.803736] [WARN ] [sig ] [1274/2211] Failed MHN after 0.2s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:15.803816] [INFO ] [sig ] [1275/2211] Forecasting MHO... [2025-10-09T00:07:15.803886] [INFO ] [sig ] Generating forecast for: MHO [2025-10-09T00:07:15.803954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHO' from 'https://tdm.silogroup.org/data/derivative_storage/MHO.csv'. [2025-10-09T00:07:15.818661] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MHO'. [2025-10-09T00:07:15.819052] [INFO ] [FORECASTER] Starting predict_future for MHO [2025-10-09T00:07:15.848629] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:15.849529] [DEBUG] [LOCAL ] No optimal features file found for MHO: ./output/feature-sets/MHO.txt [2025-10-09T00:07:15.849612] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:15.849705] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:15.849776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:15.849876] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:15.870872] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:15.871749] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:15.871855] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:15.871927] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:15.908764] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:15.908910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:15.908969] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:15.909007] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:15.915803] [DEBUG] [FORECASTER] MHO: Forecast T+1@11:T+2@11: DOWN (p=8.34%) [2025-10-09T00:07:15.916146] [INFO ] [FORECASTER] Completed predict_future for MHO [2025-10-09T00:07:15.916296] [INFO ] [sig ] MHO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:16.095128] [INFO ] [LOCAL ] Saved forecast: MHO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MHO.txt [2025-10-09T00:07:16.095464] [WARN ] [sig ] [1275/2211] Failed MHO after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:16.095564] [INFO ] [sig ] [1276/2211] Forecasting MIN... [2025-10-09T00:07:16.095684] [INFO ] [sig ] Generating forecast for: MIN [2025-10-09T00:07:16.095788] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MIN' from 'https://tdm.silogroup.org/data/derivative_storage/MIN.csv'. [2025-10-09T00:07:16.108493] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MIN'. [2025-10-09T00:07:16.109036] [INFO ] [FORECASTER] Starting predict_future for MIN [2025-10-09T00:07:16.140373] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:16.141284] [DEBUG] [LOCAL ] No optimal features file found for MIN: ./output/feature-sets/MIN.txt [2025-10-09T00:07:16.141364] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:16.141437] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:16.141505] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:16.141604] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:16.164163] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:16.164832] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:16.164936] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:16.165007] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:16.202739] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:16.202895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:16.202940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:16.202976] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:16.206844] [DEBUG] [FORECASTER] MIN: Forecast T+1@11:T+2@11: UP (p=83.89%) [2025-10-09T00:07:16.207166] [INFO ] [FORECASTER] Completed predict_future for MIN [2025-10-09T00:07:16.207312] [INFO ] [sig ] MIN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:16.351305] [INFO ] [LOCAL ] Saved forecast: MIN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MIN.txt [2025-10-09T00:07:16.351567] [WARN ] [sig ] [1276/2211] Failed MIN after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:16.351669] [INFO ] [sig ] [1277/2211] Forecasting MIR... [2025-10-09T00:07:16.351740] [INFO ] [sig ] Generating forecast for: MIR [2025-10-09T00:07:16.351814] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MIR' from 'https://tdm.silogroup.org/data/derivative_storage/MIR.csv'. [2025-10-09T00:07:16.362598] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MIR'. [2025-10-09T00:07:16.362972] [INFO ] [FORECASTER] Starting predict_future for MIR [2025-10-09T00:07:16.388235] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:16.389064] [DEBUG] [LOCAL ] No optimal features file found for MIR: ./output/feature-sets/MIR.txt [2025-10-09T00:07:16.389142] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:16.389213] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:16.389301] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:16.389407] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:16.406599] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:16.407209] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:16.407314] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:16.407363] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:16.439985] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:16.440101] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:16.440143] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:16.440177] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:16.443450] [DEBUG] [FORECASTER] MIR: Forecast T+1@11:T+2@11: UP (p=87.41%) [2025-10-09T00:07:16.443790] [INFO ] [FORECASTER] Completed predict_future for MIR [2025-10-09T00:07:16.443939] [INFO ] [sig ] MIR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:16.583921] [INFO ] [LOCAL ] Saved forecast: MIR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MIR.txt [2025-10-09T00:07:16.584236] [WARN ] [sig ] [1277/2211] Failed MIR after 0.2s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:16.584315] [INFO ] [sig ] [1278/2211] Forecasting MITP... [2025-10-09T00:07:16.584388] [INFO ] [sig ] Generating forecast for: MITP [2025-10-09T00:07:16.584459] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MITP' from 'https://tdm.silogroup.org/data/derivative_storage/MITP.csv'. [2025-10-09T00:07:16.593809] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'MITP'. [2025-10-09T00:07:16.594125] [INFO ] [FORECASTER] Starting predict_future for MITP [2025-10-09T00:07:16.619491] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:16.620274] [DEBUG] [LOCAL ] No optimal features file found for MITP: ./output/feature-sets/MITP.txt [2025-10-09T00:07:16.620350] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:16.620422] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:16.620490] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:16.620587] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:16.637844] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:16.638432] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:16.638535] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:16.638583] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:16.671357] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:16.671498] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:16.671541] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:16.671594] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:16.675102] [DEBUG] [FORECASTER] MITP: Forecast T+1@11:T+2@11: DOWN (p=15.55%) [2025-10-09T00:07:16.675393] [INFO ] [FORECASTER] Completed predict_future for MITP [2025-10-09T00:07:16.675609] [INFO ] [sig ] MITP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:16.815367] [INFO ] [LOCAL ] Saved forecast: MITP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MITP.txt [2025-10-09T00:07:16.815669] [WARN ] [sig ] [1278/2211] Failed MITP after 0.2s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:16.815749] [INFO ] [sig ] [1279/2211] Forecasting MITT... [2025-10-09T00:07:16.815819] [INFO ] [sig ] Generating forecast for: MITT [2025-10-09T00:07:16.815891] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MITT' from 'https://tdm.silogroup.org/data/derivative_storage/MITT.csv'. [2025-10-09T00:07:16.826115] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MITT'. [2025-10-09T00:07:16.826448] [INFO ] [FORECASTER] Starting predict_future for MITT [2025-10-09T00:07:16.851937] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:16.852743] [DEBUG] [LOCAL ] No optimal features file found for MITT: ./output/feature-sets/MITT.txt [2025-10-09T00:07:16.852822] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:16.852907] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:16.852988] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:16.853110] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:16.870527] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:16.871206] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:16.871316] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:16.871399] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:16.904322] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:16.904487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:16.904532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:16.904566] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:16.908160] [DEBUG] [FORECASTER] MITT: Forecast T+1@11:T+2@11: UP (p=85.71%) [2025-10-09T00:07:16.908457] [INFO ] [FORECASTER] Completed predict_future for MITT [2025-10-09T00:07:16.908600] [INFO ] [sig ] MITT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:17.053971] [INFO ] [LOCAL ] Saved forecast: MITT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MITT.txt [2025-10-09T00:07:17.054328] [WARN ] [sig ] [1279/2211] Failed MITT after 0.2s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:17.054419] [INFO ] [sig ] [1280/2211] Forecasting MIY... [2025-10-09T00:07:17.054502] [INFO ] [sig ] Generating forecast for: MIY [2025-10-09T00:07:17.054586] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MIY' from 'https://tdm.silogroup.org/data/derivative_storage/MIY.csv'. [2025-10-09T00:07:17.066066] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MIY'. [2025-10-09T00:07:17.066435] [INFO ] [FORECASTER] Starting predict_future for MIY [2025-10-09T00:07:17.093277] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:17.094135] [DEBUG] [LOCAL ] No optimal features file found for MIY: ./output/feature-sets/MIY.txt [2025-10-09T00:07:17.094214] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:17.094298] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:17.094385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:17.094528] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:17.112263] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:17.113451] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:17.113579] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:17.113690] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:17.158600] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:17.158860] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:17.158923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:17.158961] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:17.162869] [DEBUG] [FORECASTER] MIY: Forecast T+1@11:T+2@11: DOWN (p=20.34%) [2025-10-09T00:07:17.163201] [INFO ] [FORECASTER] Completed predict_future for MIY [2025-10-09T00:07:17.163357] [INFO ] [sig ] MIY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:17.306069] [INFO ] [LOCAL ] Saved forecast: MIY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MIY.txt [2025-10-09T00:07:17.306459] [WARN ] [sig ] [1280/2211] Failed MIY after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:17.306571] [INFO ] [sig ] [1281/2211] Forecasting MKC... [2025-10-09T00:07:17.306787] [INFO ] [sig ] Generating forecast for: MKC [2025-10-09T00:07:17.306875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MKC' from 'https://tdm.silogroup.org/data/derivative_storage/MKC.csv'. [2025-10-09T00:07:17.318223] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MKC'. [2025-10-09T00:07:17.318692] [INFO ] [FORECASTER] Starting predict_future for MKC [2025-10-09T00:07:17.344996] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:17.345823] [DEBUG] [LOCAL ] No optimal features file found for MKC: ./output/feature-sets/MKC.txt [2025-10-09T00:07:17.345904] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:17.346005] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:17.346079] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:17.346181] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:17.368436] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:17.369517] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:17.369713] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:17.369793] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:17.417556] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:17.417810] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:17.417886] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:17.417926] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:17.421861] [DEBUG] [FORECASTER] MKC: Forecast T+1@11:T+2@11: UP (p=98.75%) [2025-10-09T00:07:17.422201] [INFO ] [FORECASTER] Completed predict_future for MKC [2025-10-09T00:07:17.422361] [INFO ] [sig ] MKC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:17.563583] [INFO ] [LOCAL ] Saved forecast: MKC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MKC.txt [2025-10-09T00:07:17.563886] [WARN ] [sig ] [1281/2211] Failed MKC after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:17.563968] [INFO ] [sig ] [1282/2211] Forecasting MKL... [2025-10-09T00:07:17.564039] [INFO ] [sig ] Generating forecast for: MKL [2025-10-09T00:07:17.564111] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MKL' from 'https://tdm.silogroup.org/data/derivative_storage/MKL.csv'. [2025-10-09T00:07:17.577624] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MKL'. [2025-10-09T00:07:17.578232] [INFO ] [FORECASTER] Starting predict_future for MKL [2025-10-09T00:07:17.608059] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:17.609335] [DEBUG] [LOCAL ] No optimal features file found for MKL: ./output/feature-sets/MKL.txt [2025-10-09T00:07:17.609447] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:17.609546] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:17.609633] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:17.609800] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:17.629916] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:17.631237] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:17.631367] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:17.631441] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:17.677311] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:17.677586] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:17.677636] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:17.677726] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:17.681786] [DEBUG] [FORECASTER] MKL: Forecast T+1@11:T+2@11: UP (p=52.82%) [2025-10-09T00:07:17.682113] [INFO ] [FORECASTER] Completed predict_future for MKL [2025-10-09T00:07:17.682279] [INFO ] [sig ] MKL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:17.831442] [INFO ] [LOCAL ] Saved forecast: MKL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MKL.txt [2025-10-09T00:07:17.831912] [WARN ] [sig ] [1282/2211] Failed MKL after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:17.832002] [INFO ] [sig ] [1283/2211] Forecasting MLI... [2025-10-09T00:07:17.832076] [INFO ] [sig ] Generating forecast for: MLI [2025-10-09T00:07:17.832155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLI' from 'https://tdm.silogroup.org/data/derivative_storage/MLI.csv'. [2025-10-09T00:07:17.845903] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MLI'. [2025-10-09T00:07:17.846517] [INFO ] [FORECASTER] Starting predict_future for MLI [2025-10-09T00:07:17.876108] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:17.877578] [DEBUG] [LOCAL ] No optimal features file found for MLI: ./output/feature-sets/MLI.txt [2025-10-09T00:07:17.877700] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:17.877796] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:17.877880] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:17.878004] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:17.898703] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:17.899516] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:17.899663] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:17.899742] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:17.954721] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:17.955055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:17.955123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:17.955162] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:17.960095] [DEBUG] [FORECASTER] MLI: Forecast T+1@11:T+2@11: DOWN (p=39.34%) [2025-10-09T00:07:17.960560] [INFO ] [FORECASTER] Completed predict_future for MLI [2025-10-09T00:07:17.960804] [INFO ] [sig ] MLI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:18.112915] [INFO ] [LOCAL ] Saved forecast: MLI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MLI.txt [2025-10-09T00:07:18.113313] [WARN ] [sig ] [1283/2211] Failed MLI after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:18.113414] [INFO ] [sig ] [1284/2211] Forecasting MLM... [2025-10-09T00:07:18.113471] [INFO ] [sig ] Generating forecast for: MLM [2025-10-09T00:07:18.113515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLM' from 'https://tdm.silogroup.org/data/derivative_storage/MLM.csv'. [2025-10-09T00:07:18.126196] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MLM'. [2025-10-09T00:07:18.126725] [INFO ] [FORECASTER] Starting predict_future for MLM [2025-10-09T00:07:18.154601] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:18.155588] [DEBUG] [LOCAL ] No optimal features file found for MLM: ./output/feature-sets/MLM.txt [2025-10-09T00:07:18.155696] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:18.155789] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:18.155875] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:18.155980] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:18.174462] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:18.175394] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:18.175524] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:18.175602] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:18.222389] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:18.222700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:18.222780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:18.222818] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:18.226993] [DEBUG] [FORECASTER] MLM: Forecast T+1@11:T+2@11: UP (p=58.57%) [2025-10-09T00:07:18.227381] [INFO ] [FORECASTER] Completed predict_future for MLM [2025-10-09T00:07:18.227561] [INFO ] [sig ] MLM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:18.378713] [INFO ] [LOCAL ] Saved forecast: MLM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MLM.txt [2025-10-09T00:07:18.379220] [WARN ] [sig ] [1284/2211] Failed MLM after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:18.379358] [INFO ] [sig ] [1285/2211] Forecasting MLNK... [2025-10-09T00:07:18.379432] [INFO ] [sig ] Generating forecast for: MLNK [2025-10-09T00:07:18.379509] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLNK' from 'https://tdm.silogroup.org/data/derivative_storage/MLNK.csv'. [2025-10-09T00:07:18.392476] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MLNK'. [2025-10-09T00:07:18.392990] [INFO ] [FORECASTER] Starting predict_future for MLNK [2025-10-09T00:07:18.422466] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:18.423450] [DEBUG] [LOCAL ] No optimal features file found for MLNK: ./output/feature-sets/MLNK.txt [2025-10-09T00:07:18.423535] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:18.423617] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:18.423720] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:18.423827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:18.446032] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:18.447323] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:18.447467] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:18.447546] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:18.485361] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:18.485513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:18.485562] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:18.485614] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:18.490231] [DEBUG] [FORECASTER] MLNK: Forecast T+1@11:T+2@11: UP (p=60.38%) [2025-10-09T00:07:18.490669] [INFO ] [FORECASTER] Completed predict_future for MLNK [2025-10-09T00:07:18.490870] [INFO ] [sig ] MLNK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:18.686475] [INFO ] [LOCAL ] Saved forecast: MLNK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MLNK.txt [2025-10-09T00:07:18.686878] [WARN ] [sig ] [1285/2211] Failed MLNK after 0.3s | 4.33 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T00:07:18.686964] [INFO ] [sig ] [1286/2211] Forecasting MLP... [2025-10-09T00:07:18.687035] [INFO ] [sig ] Generating forecast for: MLP [2025-10-09T00:07:18.687125] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLP' from 'https://tdm.silogroup.org/data/derivative_storage/MLP.csv'. [2025-10-09T00:07:18.698207] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MLP'. [2025-10-09T00:07:18.698601] [INFO ] [FORECASTER] Starting predict_future for MLP [2025-10-09T00:07:18.732582] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:18.733414] [DEBUG] [LOCAL ] No optimal features file found for MLP: ./output/feature-sets/MLP.txt [2025-10-09T00:07:18.733494] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:18.733566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:18.733634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:18.733754] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:18.754601] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:18.755325] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:18.755444] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:18.755532] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:18.786455] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:18.786589] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:18.786633] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:18.786716] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:18.790118] [DEBUG] [FORECASTER] MLP: Forecast T+1@11:T+2@11: UP (p=82.86%) [2025-10-09T00:07:18.790430] [INFO ] [FORECASTER] Completed predict_future for MLP [2025-10-09T00:07:18.790572] [INFO ] [sig ] MLP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:18.930871] [INFO ] [LOCAL ] Saved forecast: MLP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MLP.txt [2025-10-09T00:07:18.931146] [WARN ] [sig ] [1286/2211] Failed MLP after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T00:07:18.931225] [INFO ] [sig ] [1287/2211] Forecasting MLR... [2025-10-09T00:07:18.931293] [INFO ] [sig ] Generating forecast for: MLR [2025-10-09T00:07:18.931364] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLR' from 'https://tdm.silogroup.org/data/derivative_storage/MLR.csv'. [2025-10-09T00:07:18.942212] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MLR'. [2025-10-09T00:07:18.942580] [INFO ] [FORECASTER] Starting predict_future for MLR [2025-10-09T00:07:18.968334] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:18.969286] [DEBUG] [LOCAL ] No optimal features file found for MLR: ./output/feature-sets/MLR.txt [2025-10-09T00:07:18.969369] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:18.969442] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:18.969510] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:18.969610] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:18.987074] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:18.987717] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:18.987825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:18.987894] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:19.023693] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:19.023855] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:19.023908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:19.023948] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:19.027364] [DEBUG] [FORECASTER] MLR: Forecast T+1@11:T+2@11: UP (p=83.71%) [2025-10-09T00:07:19.027679] [INFO ] [FORECASTER] Completed predict_future for MLR [2025-10-09T00:07:19.027845] [INFO ] [sig ] MLR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:19.168017] [INFO ] [LOCAL ] Saved forecast: MLR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MLR.txt [2025-10-09T00:07:19.168309] [WARN ] [sig ] [1287/2211] Failed MLR after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T00:07:19.168388] [INFO ] [sig ] [1288/2211] Forecasting MMC... [2025-10-09T00:07:19.168439] [INFO ] [sig ] Generating forecast for: MMC [2025-10-09T00:07:19.168482] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMC' from 'https://tdm.silogroup.org/data/derivative_storage/MMC.csv'. [2025-10-09T00:07:19.179327] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MMC'. [2025-10-09T00:07:19.179719] [INFO ] [FORECASTER] Starting predict_future for MMC [2025-10-09T00:07:19.205439] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:19.206270] [DEBUG] [LOCAL ] No optimal features file found for MMC: ./output/feature-sets/MMC.txt [2025-10-09T00:07:19.206350] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:19.206422] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:19.206490] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:19.206588] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:19.224106] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:19.224772] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:19.224881] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:19.224951] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:19.263709] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:19.263922] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:19.263975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:19.264010] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:19.267837] [DEBUG] [FORECASTER] MMC: Forecast T+1@11:T+2@11: DOWN (p=7.00%) [2025-10-09T00:07:19.268139] [INFO ] [FORECASTER] Completed predict_future for MMC [2025-10-09T00:07:19.268287] [INFO ] [sig ] MMC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:19.429997] [INFO ] [LOCAL ] Saved forecast: MMC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MMC.txt [2025-10-09T00:07:19.430336] [WARN ] [sig ] [1288/2211] Failed MMC after 0.3s | 4.33 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T00:07:19.430416] [INFO ] [sig ] [1289/2211] Forecasting MMD... [2025-10-09T00:07:19.430488] [INFO ] [sig ] Generating forecast for: MMD [2025-10-09T00:07:19.430560] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMD' from 'https://tdm.silogroup.org/data/derivative_storage/MMD.csv'. [2025-10-09T00:07:19.441856] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MMD'. [2025-10-09T00:07:19.442226] [INFO ] [FORECASTER] Starting predict_future for MMD [2025-10-09T00:07:19.469046] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:19.469926] [DEBUG] [LOCAL ] No optimal features file found for MMD: ./output/feature-sets/MMD.txt [2025-10-09T00:07:19.470008] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:19.470080] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:19.470148] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:19.470245] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:19.487615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:19.488349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:19.488458] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:19.488526] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:19.523513] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:19.523721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:19.523789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:19.523825] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:19.527326] [DEBUG] [FORECASTER] MMD: Forecast T+1@11:T+2@11: DOWN (p=0.93%) [2025-10-09T00:07:19.527715] [INFO ] [FORECASTER] Completed predict_future for MMD [2025-10-09T00:07:19.527882] [INFO ] [sig ] MMD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:19.672691] [INFO ] [LOCAL ] Saved forecast: MMD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MMD.txt [2025-10-09T00:07:19.672965] [WARN ] [sig ] [1289/2211] Failed MMD after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T00:07:19.673044] [INFO ] [sig ] [1290/2211] Forecasting MMI... [2025-10-09T00:07:19.673113] [INFO ] [sig ] Generating forecast for: MMI [2025-10-09T00:07:19.673182] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMI' from 'https://tdm.silogroup.org/data/derivative_storage/MMI.csv'. [2025-10-09T00:07:19.683383] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MMI'. [2025-10-09T00:07:19.683723] [INFO ] [FORECASTER] Starting predict_future for MMI [2025-10-09T00:07:19.710237] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:19.711071] [DEBUG] [LOCAL ] No optimal features file found for MMI: ./output/feature-sets/MMI.txt [2025-10-09T00:07:19.711149] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:19.711220] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:19.711289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:19.711386] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:19.728792] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:19.729407] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:19.729514] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:19.729581] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:19.763190] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:19.763328] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:19.763372] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:19.763407] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:19.766771] [DEBUG] [FORECASTER] MMI: Forecast T+1@11:T+2@11: DOWN (p=32.10%) [2025-10-09T00:07:19.767058] [INFO ] [FORECASTER] Completed predict_future for MMI [2025-10-09T00:07:19.767200] [INFO ] [sig ] MMI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:19.907513] [INFO ] [LOCAL ] Saved forecast: MMI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MMI.txt [2025-10-09T00:07:19.907794] [WARN ] [sig ] [1290/2211] Failed MMI after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:19.907887] [INFO ] [sig ] [1291/2211] Forecasting MMM... [2025-10-09T00:07:19.907958] [INFO ] [sig ] Generating forecast for: MMM [2025-10-09T00:07:19.908005] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMM' from 'https://tdm.silogroup.org/data/derivative_storage/MMM.csv'. [2025-10-09T00:07:19.918465] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MMM'. [2025-10-09T00:07:19.918897] [INFO ] [FORECASTER] Starting predict_future for MMM [2025-10-09T00:07:19.945132] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:19.946014] [DEBUG] [LOCAL ] No optimal features file found for MMM: ./output/feature-sets/MMM.txt [2025-10-09T00:07:19.946095] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:19.946171] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:19.946242] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:19.946342] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:19.964814] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:19.965712] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:19.965832] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:19.965905] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:20.007793] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:20.007932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:20.007975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:20.008009] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:20.011369] [DEBUG] [FORECASTER] MMM: Forecast T+1@11:T+2@11: DOWN (p=17.97%) [2025-10-09T00:07:20.011678] [INFO ] [FORECASTER] Completed predict_future for MMM [2025-10-09T00:07:20.011842] [INFO ] [sig ] MMM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:20.190185] [INFO ] [LOCAL ] Saved forecast: MMM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MMM.txt [2025-10-09T00:07:20.190528] [WARN ] [sig ] [1291/2211] Failed MMM after 0.3s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:20.190609] [INFO ] [sig ] [1292/2211] Forecasting MMS... [2025-10-09T00:07:20.190701] [INFO ] [sig ] Generating forecast for: MMS [2025-10-09T00:07:20.190773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMS' from 'https://tdm.silogroup.org/data/derivative_storage/MMS.csv'. [2025-10-09T00:07:20.203054] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MMS'. [2025-10-09T00:07:20.203509] [INFO ] [FORECASTER] Starting predict_future for MMS [2025-10-09T00:07:20.229772] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:20.230611] [DEBUG] [LOCAL ] No optimal features file found for MMS: ./output/feature-sets/MMS.txt [2025-10-09T00:07:20.230727] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:20.230818] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:20.230904] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:20.231033] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:20.248986] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:20.249685] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:20.249810] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:20.249899] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:20.289544] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:20.289734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:20.289799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:20.289851] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:20.293367] [DEBUG] [FORECASTER] MMS: Forecast T+1@11:T+2@11: UP (p=64.96%) [2025-10-09T00:07:20.293682] [INFO ] [FORECASTER] Completed predict_future for MMS [2025-10-09T00:07:20.293886] [INFO ] [sig ] MMS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:20.433345] [INFO ] [LOCAL ] Saved forecast: MMS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MMS.txt [2025-10-09T00:07:20.433668] [WARN ] [sig ] [1292/2211] Failed MMS after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:20.433748] [INFO ] [sig ] [1293/2211] Forecasting MMT... [2025-10-09T00:07:20.433818] [INFO ] [sig ] Generating forecast for: MMT [2025-10-09T00:07:20.433889] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMT' from 'https://tdm.silogroup.org/data/derivative_storage/MMT.csv'. [2025-10-09T00:07:20.444459] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MMT'. [2025-10-09T00:07:20.444836] [INFO ] [FORECASTER] Starting predict_future for MMT [2025-10-09T00:07:20.470062] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:20.470849] [DEBUG] [LOCAL ] No optimal features file found for MMT: ./output/feature-sets/MMT.txt [2025-10-09T00:07:20.470925] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:20.470996] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:20.471064] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:20.471166] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:20.488297] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:20.488926] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:20.489033] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:20.489102] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:20.524317] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:20.524500] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:20.524547] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:20.524582] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:20.528079] [DEBUG] [FORECASTER] MMT: Forecast T+1@11:T+2@11: UP (p=96.64%) [2025-10-09T00:07:20.528380] [INFO ] [FORECASTER] Completed predict_future for MMT [2025-10-09T00:07:20.528535] [INFO ] [sig ] MMT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:20.668086] [INFO ] [LOCAL ] Saved forecast: MMT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MMT.txt [2025-10-09T00:07:20.668354] [WARN ] [sig ] [1293/2211] Failed MMT after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:20.668433] [INFO ] [sig ] [1294/2211] Forecasting MMU... [2025-10-09T00:07:20.668502] [INFO ] [sig ] Generating forecast for: MMU [2025-10-09T00:07:20.668573] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMU' from 'https://tdm.silogroup.org/data/derivative_storage/MMU.csv'. [2025-10-09T00:07:20.679788] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MMU'. [2025-10-09T00:07:20.680120] [INFO ] [FORECASTER] Starting predict_future for MMU [2025-10-09T00:07:20.705579] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:20.706427] [DEBUG] [LOCAL ] No optimal features file found for MMU: ./output/feature-sets/MMU.txt [2025-10-09T00:07:20.706504] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:20.706576] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:20.706665] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:20.706766] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:20.724287] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:20.725063] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:20.725170] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:20.725240] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:20.760713] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:20.760847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:20.760894] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:20.760927] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:20.764197] [DEBUG] [FORECASTER] MMU: Forecast T+1@11:T+2@11: DOWN (p=39.69%) [2025-10-09T00:07:20.764477] [INFO ] [FORECASTER] Completed predict_future for MMU [2025-10-09T00:07:20.764619] [INFO ] [sig ] MMU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:20.985857] [INFO ] [LOCAL ] Saved forecast: MMU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MMU.txt [2025-10-09T00:07:20.986147] [WARN ] [sig ] [1294/2211] Failed MMU after 0.3s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:20.986226] [INFO ] [sig ] [1295/2211] Forecasting MNR... [2025-10-09T00:07:20.986301] [INFO ] [sig ] Generating forecast for: MNR [2025-10-09T00:07:20.986372] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MNR' from 'https://tdm.silogroup.org/data/derivative_storage/MNR.csv'. [2025-10-09T00:07:20.998215] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MNR'. [2025-10-09T00:07:20.998570] [INFO ] [FORECASTER] Starting predict_future for MNR [2025-10-09T00:07:21.024000] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:21.024820] [DEBUG] [LOCAL ] No optimal features file found for MNR: ./output/feature-sets/MNR.txt [2025-10-09T00:07:21.024897] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:21.024968] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:21.025033] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:21.025127] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:21.042615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:21.043248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:21.043351] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:21.043398] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:21.086056] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:21.086274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:21.086325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:21.086359] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:21.090202] [DEBUG] [FORECASTER] MNR: Forecast T+1@11:T+2@11: UP (p=92.18%) [2025-10-09T00:07:21.090539] [INFO ] [FORECASTER] Completed predict_future for MNR [2025-10-09T00:07:21.090728] [INFO ] [sig ] MNR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:21.234261] [INFO ] [LOCAL ] Saved forecast: MNR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MNR.txt [2025-10-09T00:07:21.234539] [WARN ] [sig ] [1295/2211] Failed MNR after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:21.234629] [INFO ] [sig ] [1296/2211] Forecasting MNSO... [2025-10-09T00:07:21.234715] [INFO ] [sig ] Generating forecast for: MNSO [2025-10-09T00:07:21.234783] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MNSO' from 'https://tdm.silogroup.org/data/derivative_storage/MNSO.csv'. [2025-10-09T00:07:21.245752] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MNSO'. [2025-10-09T00:07:21.246084] [INFO ] [FORECASTER] Starting predict_future for MNSO [2025-10-09T00:07:21.271566] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:21.272412] [DEBUG] [LOCAL ] No optimal features file found for MNSO: ./output/feature-sets/MNSO.txt [2025-10-09T00:07:21.272491] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:21.272562] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:21.272630] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:21.272744] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:21.290182] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:21.290811] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:21.290932] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:21.291003] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:21.332386] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:21.332511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:21.332553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:21.332586] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:21.335912] [DEBUG] [FORECASTER] MNSO: Forecast T+1@11:T+2@11: UP (p=83.17%) [2025-10-09T00:07:21.336194] [INFO ] [FORECASTER] Completed predict_future for MNSO [2025-10-09T00:07:21.336336] [INFO ] [sig ] MNSO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:21.475552] [INFO ] [LOCAL ] Saved forecast: MNSO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MNSO.txt [2025-10-09T00:07:21.475825] [WARN ] [sig ] [1296/2211] Failed MNSO after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:21.475910] [INFO ] [sig ] [1297/2211] Forecasting MOD... [2025-10-09T00:07:21.475980] [INFO ] [sig ] Generating forecast for: MOD [2025-10-09T00:07:21.476056] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOD' from 'https://tdm.silogroup.org/data/derivative_storage/MOD.csv'. [2025-10-09T00:07:21.487033] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MOD'. [2025-10-09T00:07:21.487400] [INFO ] [FORECASTER] Starting predict_future for MOD [2025-10-09T00:07:21.513019] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:21.513958] [DEBUG] [LOCAL ] No optimal features file found for MOD: ./output/feature-sets/MOD.txt [2025-10-09T00:07:21.514038] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:21.514112] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:21.514194] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:21.514326] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:21.531727] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:21.532373] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:21.532480] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:21.532564] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:21.576251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:21.576424] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:21.576469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:21.576503] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:21.580023] [DEBUG] [FORECASTER] MOD: Forecast T+1@11:T+2@11: UP (p=94.62%) [2025-10-09T00:07:21.580316] [INFO ] [FORECASTER] Completed predict_future for MOD [2025-10-09T00:07:21.580461] [INFO ] [sig ] MOD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:21.719791] [INFO ] [LOCAL ] Saved forecast: MOD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MOD.txt [2025-10-09T00:07:21.720053] [WARN ] [sig ] [1297/2211] Failed MOD after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:21.720138] [INFO ] [sig ] [1298/2211] Forecasting MODG... [2025-10-09T00:07:21.720212] [INFO ] [sig ] Generating forecast for: MODG [2025-10-09T00:07:21.720265] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MODG' from 'https://tdm.silogroup.org/data/derivative_storage/MODG.csv'. [2025-10-09T00:07:21.730504] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MODG'. [2025-10-09T00:07:21.730899] [INFO ] [FORECASTER] Starting predict_future for MODG [2025-10-09T00:07:21.756012] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:21.756846] [DEBUG] [LOCAL ] No optimal features file found for MODG: ./output/feature-sets/MODG.txt [2025-10-09T00:07:21.756923] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:21.756995] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:21.757075] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:21.757233] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:21.775614] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:21.776282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:21.776393] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:21.776480] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:21.812859] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:21.813000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:21.813045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:21.813081] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:21.816545] [DEBUG] [FORECASTER] MODG: Forecast T+1@11:T+2@11: UP (p=84.89%) [2025-10-09T00:07:21.816876] [INFO ] [FORECASTER] Completed predict_future for MODG [2025-10-09T00:07:21.817033] [INFO ] [sig ] MODG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:21.966383] [INFO ] [LOCAL ] Saved forecast: MODG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MODG.txt [2025-10-09T00:07:21.966706] [WARN ] [sig ] [1298/2211] Failed MODG after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:21.966790] [INFO ] [sig ] [1299/2211] Forecasting MOH... [2025-10-09T00:07:21.966861] [INFO ] [sig ] Generating forecast for: MOH [2025-10-09T00:07:21.966963] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOH' from 'https://tdm.silogroup.org/data/derivative_storage/MOH.csv'. [2025-10-09T00:07:21.977808] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MOH'. [2025-10-09T00:07:21.978194] [INFO ] [FORECASTER] Starting predict_future for MOH [2025-10-09T00:07:22.004482] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:22.005266] [DEBUG] [LOCAL ] No optimal features file found for MOH: ./output/feature-sets/MOH.txt [2025-10-09T00:07:22.005343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:22.005422] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:22.005509] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:22.005612] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:22.024271] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:22.025072] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:22.025181] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:22.025249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:22.063663] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:22.063809] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:22.063856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:22.063891] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:22.067518] [DEBUG] [FORECASTER] MOH: Forecast T+1@11:T+2@11: DOWN (p=13.67%) [2025-10-09T00:07:22.067856] [INFO ] [FORECASTER] Completed predict_future for MOH [2025-10-09T00:07:22.068011] [INFO ] [sig ] MOH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:22.213521] [INFO ] [LOCAL ] Saved forecast: MOH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MOH.txt [2025-10-09T00:07:22.213803] [WARN ] [sig ] [1299/2211] Failed MOH after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:22.213885] [INFO ] [sig ] [1300/2211] Forecasting MOS... [2025-10-09T00:07:22.213952] [INFO ] [sig ] Generating forecast for: MOS [2025-10-09T00:07:22.214024] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOS' from 'https://tdm.silogroup.org/data/derivative_storage/MOS.csv'. [2025-10-09T00:07:22.224334] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MOS'. [2025-10-09T00:07:22.224746] [INFO ] [FORECASTER] Starting predict_future for MOS [2025-10-09T00:07:22.249923] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:22.250708] [DEBUG] [LOCAL ] No optimal features file found for MOS: ./output/feature-sets/MOS.txt [2025-10-09T00:07:22.250786] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:22.250858] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:22.250923] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:22.251018] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:22.268452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:22.269088] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:22.269192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:22.269312] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:22.305639] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:22.305799] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:22.305842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:22.305875] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:22.309185] [DEBUG] [FORECASTER] MOS: Forecast T+1@11:T+2@11: UP (p=60.09%) [2025-10-09T00:07:22.309504] [INFO ] [FORECASTER] Completed predict_future for MOS [2025-10-09T00:07:22.309674] [INFO ] [sig ] MOS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:22.449555] [INFO ] [LOCAL ] Saved forecast: MOS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MOS.txt [2025-10-09T00:07:22.449869] [WARN ] [sig ] [1300/2211] Failed MOS after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:22.449950] [INFO ] [sig ] [1301/2211] Forecasting MOV... [2025-10-09T00:07:22.450022] [INFO ] [sig ] Generating forecast for: MOV [2025-10-09T00:07:22.450093] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOV' from 'https://tdm.silogroup.org/data/derivative_storage/MOV.csv'. [2025-10-09T00:07:22.461575] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MOV'. [2025-10-09T00:07:22.462077] [INFO ] [FORECASTER] Starting predict_future for MOV [2025-10-09T00:07:22.487551] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:22.488355] [DEBUG] [LOCAL ] No optimal features file found for MOV: ./output/feature-sets/MOV.txt [2025-10-09T00:07:22.488433] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:22.488505] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:22.488574] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:22.488693] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:22.506202] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:22.506933] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:22.507038] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:22.507108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:22.542697] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:22.542840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:22.542886] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:22.542920] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:22.546309] [DEBUG] [FORECASTER] MOV: Forecast T+1@11:T+2@11: DOWN (p=48.92%) [2025-10-09T00:07:22.546601] [INFO ] [FORECASTER] Completed predict_future for MOV [2025-10-09T00:07:22.546781] [INFO ] [sig ] MOV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:22.693839] [INFO ] [LOCAL ] Saved forecast: MOV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MOV.txt [2025-10-09T00:07:22.694190] [WARN ] [sig ] [1301/2211] Failed MOV after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:22.694272] [INFO ] [sig ] [1302/2211] Forecasting MP... [2025-10-09T00:07:22.694342] [INFO ] [sig ] Generating forecast for: MP [2025-10-09T00:07:22.694413] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MP' from 'https://tdm.silogroup.org/data/derivative_storage/MP.csv'. [2025-10-09T00:07:22.706448] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MP'. [2025-10-09T00:07:22.707086] [INFO ] [FORECASTER] Starting predict_future for MP [2025-10-09T00:07:22.733380] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:22.734262] [DEBUG] [LOCAL ] No optimal features file found for MP: ./output/feature-sets/MP.txt [2025-10-09T00:07:22.734341] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:22.734430] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:22.734501] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:22.734598] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:22.752124] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:22.753090] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:22.753206] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:22.753275] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:22.789209] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:22.789446] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:22.789517] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:22.789557] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:22.793234] [DEBUG] [FORECASTER] MP: Forecast T+1@11:T+2@11: DOWN (p=49.37%) [2025-10-09T00:07:22.793537] [INFO ] [FORECASTER] Completed predict_future for MP [2025-10-09T00:07:22.793708] [INFO ] [sig ] MP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:22.933453] [INFO ] [LOCAL ] Saved forecast: MP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MP.txt [2025-10-09T00:07:22.933779] [WARN ] [sig ] [1302/2211] Failed MP after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:22.933860] [INFO ] [sig ] [1303/2211] Forecasting MPA... [2025-10-09T00:07:22.933929] [INFO ] [sig ] Generating forecast for: MPA [2025-10-09T00:07:22.933975] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPA' from 'https://tdm.silogroup.org/data/derivative_storage/MPA.csv'. [2025-10-09T00:07:22.945016] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MPA'. [2025-10-09T00:07:22.945466] [INFO ] [FORECASTER] Starting predict_future for MPA [2025-10-09T00:07:22.970903] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:22.971832] [DEBUG] [LOCAL ] No optimal features file found for MPA: ./output/feature-sets/MPA.txt [2025-10-09T00:07:22.971912] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:22.971983] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:22.972051] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:22.972148] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:22.989462] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:22.990129] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:22.990235] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:22.990304] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:23.025681] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:23.025786] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:23.025827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:23.025860] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:23.029027] [DEBUG] [FORECASTER] MPA: Forecast T+1@11:T+2@11: UP (p=84.42%) [2025-10-09T00:07:23.029337] [INFO ] [FORECASTER] Completed predict_future for MPA [2025-10-09T00:07:23.029482] [INFO ] [sig ] MPA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:23.168793] [INFO ] [LOCAL ] Saved forecast: MPA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MPA.txt [2025-10-09T00:07:23.169059] [WARN ] [sig ] [1303/2211] Failed MPA after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:23.169137] [INFO ] [sig ] [1304/2211] Forecasting MPC... [2025-10-09T00:07:23.169206] [INFO ] [sig ] Generating forecast for: MPC [2025-10-09T00:07:23.169300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPC' from 'https://tdm.silogroup.org/data/derivative_storage/MPC.csv'. [2025-10-09T00:07:23.180104] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MPC'. [2025-10-09T00:07:23.180402] [INFO ] [FORECASTER] Starting predict_future for MPC [2025-10-09T00:07:23.205518] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:23.206302] [DEBUG] [LOCAL ] No optimal features file found for MPC: ./output/feature-sets/MPC.txt [2025-10-09T00:07:23.206379] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:23.206448] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:23.206516] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:23.206612] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:23.223925] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:23.224505] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:23.224606] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:23.224686] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:23.263513] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:23.263716] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:23.263783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:23.263820] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:23.267435] [DEBUG] [FORECASTER] MPC: Forecast T+1@11:T+2@11: DOWN (p=44.56%) [2025-10-09T00:07:23.267818] [INFO ] [FORECASTER] Completed predict_future for MPC [2025-10-09T00:07:23.267982] [INFO ] [sig ] MPC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:23.413397] [INFO ] [LOCAL ] Saved forecast: MPC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MPC.txt [2025-10-09T00:07:23.413708] [WARN ] [sig ] [1304/2211] Failed MPC after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:23.413790] [INFO ] [sig ] [1305/2211] Forecasting MPLX... [2025-10-09T00:07:23.413882] [INFO ] [sig ] Generating forecast for: MPLX [2025-10-09T00:07:23.413954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPLX' from 'https://tdm.silogroup.org/data/derivative_storage/MPLX.csv'. [2025-10-09T00:07:23.426708] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MPLX'. [2025-10-09T00:07:23.427163] [INFO ] [FORECASTER] Starting predict_future for MPLX [2025-10-09T00:07:23.453107] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:23.453928] [DEBUG] [LOCAL ] No optimal features file found for MPLX: ./output/feature-sets/MPLX.txt [2025-10-09T00:07:23.454005] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:23.454088] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:23.454170] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:23.454281] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:23.471836] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:23.472474] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:23.472581] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:23.472687] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:23.509362] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:23.509470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:23.509511] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:23.509544] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:23.512763] [DEBUG] [FORECASTER] MPLX: Forecast T+1@11:T+2@11: UP (p=92.22%) [2025-10-09T00:07:23.513048] [INFO ] [FORECASTER] Completed predict_future for MPLX [2025-10-09T00:07:23.513188] [INFO ] [sig ] MPLX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:23.654936] [INFO ] [LOCAL ] Saved forecast: MPLX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MPLX.txt [2025-10-09T00:07:23.655204] [WARN ] [sig ] [1305/2211] Failed MPLX after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:23.655283] [INFO ] [sig ] [1306/2211] Forecasting MPV... [2025-10-09T00:07:23.655353] [INFO ] [sig ] Generating forecast for: MPV [2025-10-09T00:07:23.655424] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPV' from 'https://tdm.silogroup.org/data/derivative_storage/MPV.csv'. [2025-10-09T00:07:23.668093] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MPV'. [2025-10-09T00:07:23.668455] [INFO ] [FORECASTER] Starting predict_future for MPV [2025-10-09T00:07:23.694444] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:23.695316] [DEBUG] [LOCAL ] No optimal features file found for MPV: ./output/feature-sets/MPV.txt [2025-10-09T00:07:23.695400] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:23.695473] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:23.695543] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:23.695693] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:23.714169] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:23.714834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:23.714940] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:23.715013] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:23.752372] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:23.752501] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:23.752546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:23.752579] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:23.755953] [DEBUG] [FORECASTER] MPV: Forecast T+1@11:T+2@11: UP (p=56.77%) [2025-10-09T00:07:23.756332] [INFO ] [FORECASTER] Completed predict_future for MPV [2025-10-09T00:07:23.756517] [INFO ] [sig ] MPV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:23.901266] [INFO ] [LOCAL ] Saved forecast: MPV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MPV.txt [2025-10-09T00:07:23.901507] [WARN ] [sig ] [1306/2211] Failed MPV after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:23.901587] [INFO ] [sig ] [1307/2211] Forecasting MPW... [2025-10-09T00:07:23.901681] [INFO ] [sig ] Generating forecast for: MPW [2025-10-09T00:07:23.901753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPW' from 'https://tdm.silogroup.org/data/derivative_storage/MPW.csv'. [2025-10-09T00:07:23.907048] [WARN ] [REMOTE ] Historical data not found for symbol 'MPW' (404). [2025-10-09T00:07:23.907241] [FATAL] [sig ] MPW: No historical data fetched. [2025-10-09T00:07:23.907336] [WARN ] [sig ] [1307/2211] Failed MPW after 0.0s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:23.907423] [INFO ] [sig ] [1308/2211] Forecasting MPX... [2025-10-09T00:07:23.907518] [INFO ] [sig ] Generating forecast for: MPX [2025-10-09T00:07:23.907592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPX' from 'https://tdm.silogroup.org/data/derivative_storage/MPX.csv'. [2025-10-09T00:07:23.912306] [WARN ] [REMOTE ] Historical data not found for symbol 'MPX' (404). [2025-10-09T00:07:23.912477] [FATAL] [sig ] MPX: No historical data fetched. [2025-10-09T00:07:23.912566] [WARN ] [sig ] [1308/2211] Failed MPX after 0.0s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:23.912638] [INFO ] [sig ] [1309/2211] Forecasting MQT... [2025-10-09T00:07:23.912777] [INFO ] [sig ] Generating forecast for: MQT [2025-10-09T00:07:23.912855] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MQT' from 'https://tdm.silogroup.org/data/derivative_storage/MQT.csv'. [2025-10-09T00:07:23.922493] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MQT'. [2025-10-09T00:07:23.922893] [INFO ] [FORECASTER] Starting predict_future for MQT [2025-10-09T00:07:23.949171] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:23.950036] [DEBUG] [LOCAL ] No optimal features file found for MQT: ./output/feature-sets/MQT.txt [2025-10-09T00:07:23.950119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:23.950206] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:23.950294] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:23.950410] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:23.970451] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:23.971143] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:23.971255] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:23.971340] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:24.005809] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:24.005914] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:24.005957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:24.005990] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:24.009391] [DEBUG] [FORECASTER] MQT: Forecast T+1@11:T+2@11: UP (p=74.32%) [2025-10-09T00:07:24.009712] [INFO ] [FORECASTER] Completed predict_future for MQT [2025-10-09T00:07:24.009868] [INFO ] [sig ] MQT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:24.166888] [INFO ] [LOCAL ] Saved forecast: MQT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MQT.txt [2025-10-09T00:07:24.167156] [WARN ] [sig ] [1309/2211] Failed MQT after 0.3s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:24.167338] [INFO ] [sig ] [1310/2211] Forecasting MQY... [2025-10-09T00:07:24.167413] [INFO ] [sig ] Generating forecast for: MQY [2025-10-09T00:07:24.167484] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MQY' from 'https://tdm.silogroup.org/data/derivative_storage/MQY.csv'. [2025-10-09T00:07:24.178788] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MQY'. [2025-10-09T00:07:24.179136] [INFO ] [FORECASTER] Starting predict_future for MQY [2025-10-09T00:07:24.204618] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:24.205393] [DEBUG] [LOCAL ] No optimal features file found for MQY: ./output/feature-sets/MQY.txt [2025-10-09T00:07:24.205471] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:24.205543] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:24.205637] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:24.205773] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:24.223104] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:24.223748] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:24.223849] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:24.223933] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:24.258577] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:24.258705] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:24.258765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:24.258800] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:24.262002] [DEBUG] [FORECASTER] MQY: Forecast T+1@11:T+2@11: UP (p=89.26%) [2025-10-09T00:07:24.262277] [INFO ] [FORECASTER] Completed predict_future for MQY [2025-10-09T00:07:24.262420] [INFO ] [sig ] MQY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:24.408894] [INFO ] [LOCAL ] Saved forecast: MQY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MQY.txt [2025-10-09T00:07:24.409220] [WARN ] [sig ] [1310/2211] Failed MQY after 0.2s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:24.409361] [INFO ] [sig ] [1311/2211] Forecasting MRC... [2025-10-09T00:07:24.409450] [INFO ] [sig ] Generating forecast for: MRC [2025-10-09T00:07:24.409540] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MRC' from 'https://tdm.silogroup.org/data/derivative_storage/MRC.csv'. [2025-10-09T00:07:24.415766] [WARN ] [REMOTE ] Historical data not found for symbol 'MRC' (404). [2025-10-09T00:07:24.416133] [FATAL] [sig ] MRC: No historical data fetched. [2025-10-09T00:07:24.416251] [WARN ] [sig ] [1311/2211] Failed MRC after 0.0s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:24.416342] [INFO ] [sig ] [1312/2211] Forecasting MRK... [2025-10-09T00:07:24.416429] [INFO ] [sig ] Generating forecast for: MRK [2025-10-09T00:07:24.416515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MRK' from 'https://tdm.silogroup.org/data/derivative_storage/MRK.csv'. [2025-10-09T00:07:24.422081] [WARN ] [REMOTE ] Historical data not found for symbol 'MRK' (404). [2025-10-09T00:07:24.422408] [FATAL] [sig ] MRK: No historical data fetched. [2025-10-09T00:07:24.422522] [WARN ] [sig ] [1312/2211] Failed MRK after 0.0s | 4.34 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T00:07:24.422629] [INFO ] [sig ] [1313/2211] Forecasting MS... [2025-10-09T00:07:24.422753] [INFO ] [sig ] Generating forecast for: MS [2025-10-09T00:07:24.422866] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MS' from 'https://tdm.silogroup.org/data/derivative_storage/MS.csv'. [2025-10-09T00:07:24.428184] [WARN ] [REMOTE ] Historical data not found for symbol 'MS' (404). [2025-10-09T00:07:24.428552] [FATAL] [sig ] MS: No historical data fetched. [2025-10-09T00:07:24.428709] [WARN ] [sig ] [1313/2211] Failed MS after 0.0s | 4.34 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.428807] [INFO ] [sig ] [1314/2211] Forecasting MSA... [2025-10-09T00:07:24.428882] [INFO ] [sig ] Generating forecast for: MSA [2025-10-09T00:07:24.428963] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSA' from 'https://tdm.silogroup.org/data/derivative_storage/MSA.csv'. [2025-10-09T00:07:24.433128] [WARN ] [REMOTE ] Historical data not found for symbol 'MSA' (404). [2025-10-09T00:07:24.433324] [FATAL] [sig ] MSA: No historical data fetched. [2025-10-09T00:07:24.433420] [WARN ] [sig ] [1314/2211] Failed MSA after 0.0s | 4.34 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.433514] [INFO ] [sig ] [1315/2211] Forecasting MSB... [2025-10-09T00:07:24.433606] [INFO ] [sig ] Generating forecast for: MSB [2025-10-09T00:07:24.433723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSB' from 'https://tdm.silogroup.org/data/derivative_storage/MSB.csv'. [2025-10-09T00:07:24.437512] [WARN ] [REMOTE ] Historical data not found for symbol 'MSB' (404). [2025-10-09T00:07:24.437746] [FATAL] [sig ] MSB: No historical data fetched. [2025-10-09T00:07:24.437839] [WARN ] [sig ] [1315/2211] Failed MSB after 0.0s | 4.35 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.437932] [INFO ] [sig ] [1316/2211] Forecasting MSCI... [2025-10-09T00:07:24.438023] [INFO ] [sig ] Generating forecast for: MSCI [2025-10-09T00:07:24.438107] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSCI' from 'https://tdm.silogroup.org/data/derivative_storage/MSCI.csv'. [2025-10-09T00:07:24.441894] [WARN ] [REMOTE ] Historical data not found for symbol 'MSCI' (404). [2025-10-09T00:07:24.442094] [FATAL] [sig ] MSCI: No historical data fetched. [2025-10-09T00:07:24.442184] [WARN ] [sig ] [1316/2211] Failed MSCI after 0.0s | 4.35 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.442258] [INFO ] [sig ] [1317/2211] Forecasting MSD... [2025-10-09T00:07:24.442328] [INFO ] [sig ] Generating forecast for: MSD [2025-10-09T00:07:24.442398] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSD' from 'https://tdm.silogroup.org/data/derivative_storage/MSD.csv'. [2025-10-09T00:07:24.452580] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MSD'. [2025-10-09T00:07:24.453092] [INFO ] [FORECASTER] Starting predict_future for MSD [2025-10-09T00:07:24.481734] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:24.482723] [DEBUG] [LOCAL ] No optimal features file found for MSD: ./output/feature-sets/MSD.txt [2025-10-09T00:07:24.482806] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:24.482894] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:24.482985] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:24.483112] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:24.504499] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:24.505724] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:24.505867] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:24.505967] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:24.549125] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:24.549349] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:24.549410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:24.549447] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:24.553365] [DEBUG] [FORECASTER] MSD: Forecast T+1@11:T+2@11: UP (p=51.78%) [2025-10-09T00:07:24.553725] [INFO ] [FORECASTER] Completed predict_future for MSD [2025-10-09T00:07:24.553894] [INFO ] [sig ] MSD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:24.743696] [INFO ] [LOCAL ] Saved forecast: MSD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MSD.txt [2025-10-09T00:07:24.743987] [WARN ] [sig ] [1317/2211] Failed MSD after 0.3s | 4.35 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.744084] [INFO ] [sig ] [1318/2211] Forecasting MSDL... [2025-10-09T00:07:24.744157] [INFO ] [sig ] Generating forecast for: MSDL [2025-10-09T00:07:24.744253] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSDL' from 'https://tdm.silogroup.org/data/derivative_storage/MSDL.csv'. [2025-10-09T00:07:24.750223] [WARN ] [REMOTE ] Historical data not found for symbol 'MSDL' (404). [2025-10-09T00:07:24.750614] [FATAL] [sig ] MSDL: No historical data fetched. [2025-10-09T00:07:24.750754] [WARN ] [sig ] [1318/2211] Failed MSDL after 0.0s | 4.35 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.750842] [INFO ] [sig ] [1319/2211] Forecasting MSGE... [2025-10-09T00:07:24.750926] [INFO ] [sig ] Generating forecast for: MSGE [2025-10-09T00:07:24.751009] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSGE' from 'https://tdm.silogroup.org/data/derivative_storage/MSGE.csv'. [2025-10-09T00:07:24.755382] [WARN ] [REMOTE ] Historical data not found for symbol 'MSGE' (404). [2025-10-09T00:07:24.755568] [FATAL] [sig ] MSGE: No historical data fetched. [2025-10-09T00:07:24.755684] [WARN ] [sig ] [1319/2211] Failed MSGE after 0.0s | 4.36 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.755758] [INFO ] [sig ] [1320/2211] Forecasting MSGS... [2025-10-09T00:07:24.755828] [INFO ] [sig ] Generating forecast for: MSGS [2025-10-09T00:07:24.755896] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSGS' from 'https://tdm.silogroup.org/data/derivative_storage/MSGS.csv'. [2025-10-09T00:07:24.759699] [WARN ] [REMOTE ] Historical data not found for symbol 'MSGS' (404). [2025-10-09T00:07:24.759868] [FATAL] [sig ] MSGS: No historical data fetched. [2025-10-09T00:07:24.759952] [WARN ] [sig ] [1320/2211] Failed MSGS after 0.0s | 4.36 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.760023] [INFO ] [sig ] [1321/2211] Forecasting MSI... [2025-10-09T00:07:24.760090] [INFO ] [sig ] Generating forecast for: MSI [2025-10-09T00:07:24.760158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSI' from 'https://tdm.silogroup.org/data/derivative_storage/MSI.csv'. [2025-10-09T00:07:24.763474] [WARN ] [REMOTE ] Historical data not found for symbol 'MSI' (404). [2025-10-09T00:07:24.763661] [FATAL] [sig ] MSI: No historical data fetched. [2025-10-09T00:07:24.763749] [WARN ] [sig ] [1321/2211] Failed MSI after 0.0s | 4.36 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.763821] [INFO ] [sig ] [1322/2211] Forecasting MSM... [2025-10-09T00:07:24.763890] [INFO ] [sig ] Generating forecast for: MSM [2025-10-09T00:07:24.763960] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSM' from 'https://tdm.silogroup.org/data/derivative_storage/MSM.csv'. [2025-10-09T00:07:24.767271] [WARN ] [REMOTE ] Historical data not found for symbol 'MSM' (404). [2025-10-09T00:07:24.767436] [FATAL] [sig ] MSM: No historical data fetched. [2025-10-09T00:07:24.767523] [WARN ] [sig ] [1322/2211] Failed MSM after 0.0s | 4.36 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.767596] [INFO ] [sig ] [1323/2211] Forecasting MT... [2025-10-09T00:07:24.767693] [INFO ] [sig ] Generating forecast for: MT [2025-10-09T00:07:24.767765] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MT' from 'https://tdm.silogroup.org/data/derivative_storage/MT.csv'. [2025-10-09T00:07:24.771087] [WARN ] [REMOTE ] Historical data not found for symbol 'MT' (404). [2025-10-09T00:07:24.771255] [FATAL] [sig ] MT: No historical data fetched. [2025-10-09T00:07:24.771341] [WARN ] [sig ] [1323/2211] Failed MT after 0.0s | 4.37 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.771412] [INFO ] [sig ] [1324/2211] Forecasting MTAL... [2025-10-09T00:07:24.771481] [INFO ] [sig ] Generating forecast for: MTAL [2025-10-09T00:07:24.771565] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTAL' from 'https://tdm.silogroup.org/data/derivative_storage/MTAL.csv'. [2025-10-09T00:07:24.775002] [WARN ] [REMOTE ] Historical data not found for symbol 'MTAL' (404). [2025-10-09T00:07:24.775175] [FATAL] [sig ] MTAL: No historical data fetched. [2025-10-09T00:07:24.775262] [WARN ] [sig ] [1324/2211] Failed MTAL after 0.0s | 4.37 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.775333] [INFO ] [sig ] [1325/2211] Forecasting MTB... [2025-10-09T00:07:24.775402] [INFO ] [sig ] Generating forecast for: MTB [2025-10-09T00:07:24.775471] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTB' from 'https://tdm.silogroup.org/data/derivative_storage/MTB.csv'. [2025-10-09T00:07:24.778773] [WARN ] [REMOTE ] Historical data not found for symbol 'MTB' (404). [2025-10-09T00:07:24.778936] [FATAL] [sig ] MTB: No historical data fetched. [2025-10-09T00:07:24.779023] [WARN ] [sig ] [1325/2211] Failed MTB after 0.0s | 4.37 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.779093] [INFO ] [sig ] [1326/2211] Forecasting MTD... [2025-10-09T00:07:24.779162] [INFO ] [sig ] Generating forecast for: MTD [2025-10-09T00:07:24.779231] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTD' from 'https://tdm.silogroup.org/data/derivative_storage/MTD.csv'. [2025-10-09T00:07:24.782610] [WARN ] [REMOTE ] Historical data not found for symbol 'MTD' (404). [2025-10-09T00:07:24.782782] [FATAL] [sig ] MTD: No historical data fetched. [2025-10-09T00:07:24.782866] [WARN ] [sig ] [1326/2211] Failed MTD after 0.0s | 4.38 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.782937] [INFO ] [sig ] [1327/2211] Forecasting MTDR... [2025-10-09T00:07:24.783005] [INFO ] [sig ] Generating forecast for: MTDR [2025-10-09T00:07:24.783079] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTDR' from 'https://tdm.silogroup.org/data/derivative_storage/MTDR.csv'. [2025-10-09T00:07:24.786472] [WARN ] [REMOTE ] Historical data not found for symbol 'MTDR' (404). [2025-10-09T00:07:24.786628] [FATAL] [sig ] MTDR: No historical data fetched. [2025-10-09T00:07:24.786738] [WARN ] [sig ] [1327/2211] Failed MTDR after 0.0s | 4.38 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.786809] [INFO ] [sig ] [1328/2211] Forecasting MTG... [2025-10-09T00:07:24.786877] [INFO ] [sig ] Generating forecast for: MTG [2025-10-09T00:07:24.786945] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTG' from 'https://tdm.silogroup.org/data/derivative_storage/MTG.csv'. [2025-10-09T00:07:24.790856] [WARN ] [REMOTE ] Historical data not found for symbol 'MTG' (404). [2025-10-09T00:07:24.791021] [FATAL] [sig ] MTG: No historical data fetched. [2025-10-09T00:07:24.791107] [WARN ] [sig ] [1328/2211] Failed MTG after 0.0s | 4.38 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.791179] [INFO ] [sig ] [1329/2211] Forecasting MTH... [2025-10-09T00:07:24.791251] [INFO ] [sig ] Generating forecast for: MTH [2025-10-09T00:07:24.791321] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTH' from 'https://tdm.silogroup.org/data/derivative_storage/MTH.csv'. [2025-10-09T00:07:24.794703] [WARN ] [REMOTE ] Historical data not found for symbol 'MTH' (404). [2025-10-09T00:07:24.794873] [FATAL] [sig ] MTH: No historical data fetched. [2025-10-09T00:07:24.794959] [WARN ] [sig ] [1329/2211] Failed MTH after 0.0s | 4.39 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T00:07:24.795030] [INFO ] [sig ] [1330/2211] Forecasting MTN... [2025-10-09T00:07:24.795098] [INFO ] [sig ] Generating forecast for: MTN [2025-10-09T00:07:24.795168] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTN' from 'https://tdm.silogroup.org/data/derivative_storage/MTN.csv'. [2025-10-09T00:07:24.798412] [WARN ] [REMOTE ] Historical data not found for symbol 'MTN' (404). [2025-10-09T00:07:24.798580] [FATAL] [sig ] MTN: No historical data fetched. [2025-10-09T00:07:24.798702] [WARN ] [sig ] [1330/2211] Failed MTN after 0.0s | 4.39 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T00:07:24.798774] [INFO ] [sig ] [1331/2211] Forecasting MTRN... [2025-10-09T00:07:24.798842] [INFO ] [sig ] Generating forecast for: MTRN [2025-10-09T00:07:24.798911] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTRN' from 'https://tdm.silogroup.org/data/derivative_storage/MTRN.csv'. [2025-10-09T00:07:24.803378] [WARN ] [REMOTE ] Historical data not found for symbol 'MTRN' (404). [2025-10-09T00:07:24.803634] [FATAL] [sig ] MTRN: No historical data fetched. [2025-10-09T00:07:24.803750] [WARN ] [sig ] [1331/2211] Failed MTRN after 0.0s | 4.39 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T00:07:24.803824] [INFO ] [sig ] [1332/2211] Forecasting MTUS... [2025-10-09T00:07:24.803894] [INFO ] [sig ] Generating forecast for: MTUS [2025-10-09T00:07:24.803968] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTUS' from 'https://tdm.silogroup.org/data/derivative_storage/MTUS.csv'. [2025-10-09T00:07:24.807769] [WARN ] [REMOTE ] Historical data not found for symbol 'MTUS' (404). [2025-10-09T00:07:24.807941] [FATAL] [sig ] MTUS: No historical data fetched. [2025-10-09T00:07:24.808029] [WARN ] [sig ] [1332/2211] Failed MTUS after 0.0s | 4.40 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T00:07:24.808101] [INFO ] [sig ] [1333/2211] Forecasting MTW... [2025-10-09T00:07:24.808167] [INFO ] [sig ] Generating forecast for: MTW [2025-10-09T00:07:24.808291] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTW' from 'https://tdm.silogroup.org/data/derivative_storage/MTW.csv'. [2025-10-09T00:07:24.811604] [WARN ] [REMOTE ] Historical data not found for symbol 'MTW' (404). [2025-10-09T00:07:24.811809] [FATAL] [sig ] MTW: No historical data fetched. [2025-10-09T00:07:24.811911] [WARN ] [sig ] [1333/2211] Failed MTW after 0.0s | 4.40 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T00:07:24.812007] [INFO ] [sig ] [1334/2211] Forecasting MTX... [2025-10-09T00:07:24.812098] [INFO ] [sig ] Generating forecast for: MTX [2025-10-09T00:07:24.812184] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTX' from 'https://tdm.silogroup.org/data/derivative_storage/MTX.csv'. [2025-10-09T00:07:24.815548] [WARN ] [REMOTE ] Historical data not found for symbol 'MTX' (404). [2025-10-09T00:07:24.815754] [FATAL] [sig ] MTX: No historical data fetched. [2025-10-09T00:07:24.815884] [WARN ] [sig ] [1334/2211] Failed MTX after 0.0s | 4.40 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T00:07:24.815963] [INFO ] [sig ] [1335/2211] Forecasting MTZ... [2025-10-09T00:07:24.816030] [INFO ] [sig ] Generating forecast for: MTZ [2025-10-09T00:07:24.816097] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTZ' from 'https://tdm.silogroup.org/data/derivative_storage/MTZ.csv'. [2025-10-09T00:07:24.819337] [WARN ] [REMOTE ] Historical data not found for symbol 'MTZ' (404). [2025-10-09T00:07:24.819508] [FATAL] [sig ] MTZ: No historical data fetched. [2025-10-09T00:07:24.819596] [WARN ] [sig ] [1335/2211] Failed MTZ after 0.0s | 4.41 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T00:07:24.819690] [INFO ] [sig ] [1336/2211] Forecasting MUA... [2025-10-09T00:07:24.819758] [INFO ] [sig ] Generating forecast for: MUA [2025-10-09T00:07:24.819826] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUA' from 'https://tdm.silogroup.org/data/derivative_storage/MUA.csv'. [2025-10-09T00:07:24.828930] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MUA'. [2025-10-09T00:07:24.829377] [INFO ] [FORECASTER] Starting predict_future for MUA [2025-10-09T00:07:24.856293] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:24.857242] [DEBUG] [LOCAL ] No optimal features file found for MUA: ./output/feature-sets/MUA.txt [2025-10-09T00:07:24.857347] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:24.857511] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:24.857587] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:24.857738] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:24.876572] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:24.877562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:24.877710] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:24.877801] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:24.912598] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:24.912828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:24.912884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:24.912918] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:24.916897] [DEBUG] [FORECASTER] MUA: Forecast T+1@11:T+2@11: UP (p=82.04%) [2025-10-09T00:07:24.917200] [INFO ] [FORECASTER] Completed predict_future for MUA [2025-10-09T00:07:24.917342] [INFO ] [sig ] MUA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:25.082308] [INFO ] [LOCAL ] Saved forecast: MUA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MUA.txt [2025-10-09T00:07:25.082634] [WARN ] [sig ] [1336/2211] Failed MUA after 0.3s | 4.41 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.082768] [INFO ] [sig ] [1337/2211] Forecasting MUC... [2025-10-09T00:07:25.082839] [INFO ] [sig ] Generating forecast for: MUC [2025-10-09T00:07:25.083009] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUC' from 'https://tdm.silogroup.org/data/derivative_storage/MUC.csv'. [2025-10-09T00:07:25.094249] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MUC'. [2025-10-09T00:07:25.094805] [INFO ] [FORECASTER] Starting predict_future for MUC [2025-10-09T00:07:25.123275] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:25.124310] [DEBUG] [LOCAL ] No optimal features file found for MUC: ./output/feature-sets/MUC.txt [2025-10-09T00:07:25.124392] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:25.124477] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:25.124561] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:25.124694] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:25.142395] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:25.143082] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:25.143192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:25.143274] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:25.182108] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:25.182239] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:25.182282] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:25.182315] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:25.185679] [DEBUG] [FORECASTER] MUC: Forecast T+1@11:T+2@11: DOWN (p=23.87%) [2025-10-09T00:07:25.185974] [INFO ] [FORECASTER] Completed predict_future for MUC [2025-10-09T00:07:25.186117] [INFO ] [sig ] MUC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:25.326613] [INFO ] [LOCAL ] Saved forecast: MUC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MUC.txt [2025-10-09T00:07:25.326909] [WARN ] [sig ] [1337/2211] Failed MUC after 0.2s | 4.41 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.327009] [INFO ] [sig ] [1338/2211] Forecasting MUE... [2025-10-09T00:07:25.327093] [INFO ] [sig ] Generating forecast for: MUE [2025-10-09T00:07:25.327180] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUE' from 'https://tdm.silogroup.org/data/derivative_storage/MUE.csv'. [2025-10-09T00:07:25.337028] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MUE'. [2025-10-09T00:07:25.337394] [INFO ] [FORECASTER] Starting predict_future for MUE [2025-10-09T00:07:25.362581] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:25.363387] [DEBUG] [LOCAL ] No optimal features file found for MUE: ./output/feature-sets/MUE.txt [2025-10-09T00:07:25.363467] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:25.363539] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:25.363634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:25.363771] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:25.381149] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:25.381809] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:25.381917] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:25.382001] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:25.416623] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:25.416790] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:25.416840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:25.416874] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:25.420417] [DEBUG] [FORECASTER] MUE: Forecast T+1@11:T+2@11: DOWN (p=0.91%) [2025-10-09T00:07:25.420760] [INFO ] [FORECASTER] Completed predict_future for MUE [2025-10-09T00:07:25.420914] [INFO ] [sig ] MUE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:25.561719] [INFO ] [LOCAL ] Saved forecast: MUE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MUE.txt [2025-10-09T00:07:25.562036] [WARN ] [sig ] [1338/2211] Failed MUE after 0.2s | 4.41 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.562118] [INFO ] [sig ] [1339/2211] Forecasting MUFG... [2025-10-09T00:07:25.562188] [INFO ] [sig ] Generating forecast for: MUFG [2025-10-09T00:07:25.562335] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUFG' from 'https://tdm.silogroup.org/data/derivative_storage/MUFG.csv'. [2025-10-09T00:07:25.567000] [WARN ] [REMOTE ] Historical data not found for symbol 'MUFG' (404). [2025-10-09T00:07:25.567194] [FATAL] [sig ] MUFG: No historical data fetched. [2025-10-09T00:07:25.567284] [WARN ] [sig ] [1339/2211] Failed MUFG after 0.0s | 4.41 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.567369] [INFO ] [sig ] [1340/2211] Forecasting MUJ... [2025-10-09T00:07:25.567452] [INFO ] [sig ] Generating forecast for: MUJ [2025-10-09T00:07:25.567555] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUJ' from 'https://tdm.silogroup.org/data/derivative_storage/MUJ.csv'. [2025-10-09T00:07:25.576919] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MUJ'. [2025-10-09T00:07:25.577274] [INFO ] [FORECASTER] Starting predict_future for MUJ [2025-10-09T00:07:25.602559] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:25.603347] [DEBUG] [LOCAL ] No optimal features file found for MUJ: ./output/feature-sets/MUJ.txt [2025-10-09T00:07:25.603426] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:25.603498] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:25.603567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:25.603687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:25.625332] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:25.626377] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:25.626484] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:25.626555] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:25.662841] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:25.662981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:25.663023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:25.663057] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:25.666393] [DEBUG] [FORECASTER] MUJ: Forecast T+1@11:T+2@11: DOWN (p=27.77%) [2025-10-09T00:07:25.666718] [INFO ] [FORECASTER] Completed predict_future for MUJ [2025-10-09T00:07:25.666884] [INFO ] [sig ] MUJ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:25.808875] [INFO ] [LOCAL ] Saved forecast: MUJ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MUJ.txt [2025-10-09T00:07:25.809182] [WARN ] [sig ] [1340/2211] Failed MUJ after 0.2s | 4.41 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.809438] [INFO ] [sig ] [1341/2211] Forecasting MUR... [2025-10-09T00:07:25.809519] [INFO ] [sig ] Generating forecast for: MUR [2025-10-09T00:07:25.809592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUR' from 'https://tdm.silogroup.org/data/derivative_storage/MUR.csv'. [2025-10-09T00:07:25.814626] [WARN ] [REMOTE ] Historical data not found for symbol 'MUR' (404). [2025-10-09T00:07:25.814837] [FATAL] [sig ] MUR: No historical data fetched. [2025-10-09T00:07:25.814927] [WARN ] [sig ] [1341/2211] Failed MUR after 0.0s | 4.41 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.815001] [INFO ] [sig ] [1342/2211] Forecasting MUSA... [2025-10-09T00:07:25.815070] [INFO ] [sig ] Generating forecast for: MUSA [2025-10-09T00:07:25.815138] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUSA' from 'https://tdm.silogroup.org/data/derivative_storage/MUSA.csv'. [2025-10-09T00:07:25.818470] [WARN ] [REMOTE ] Historical data not found for symbol 'MUSA' (404). [2025-10-09T00:07:25.818638] [FATAL] [sig ] MUSA: No historical data fetched. [2025-10-09T00:07:25.818748] [WARN ] [sig ] [1342/2211] Failed MUSA after 0.0s | 4.42 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.818820] [INFO ] [sig ] [1343/2211] Forecasting MUX... [2025-10-09T00:07:25.818890] [INFO ] [sig ] Generating forecast for: MUX [2025-10-09T00:07:25.818958] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUX' from 'https://tdm.silogroup.org/data/derivative_storage/MUX.csv'. [2025-10-09T00:07:25.823345] [WARN ] [REMOTE ] Historical data not found for symbol 'MUX' (404). [2025-10-09T00:07:25.823585] [FATAL] [sig ] MUX: No historical data fetched. [2025-10-09T00:07:25.823703] [WARN ] [sig ] [1343/2211] Failed MUX after 0.0s | 4.42 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:25.823777] [INFO ] [sig ] [1344/2211] Forecasting MVF... [2025-10-09T00:07:25.823849] [INFO ] [sig ] Generating forecast for: MVF [2025-10-09T00:07:25.823918] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MVF' from 'https://tdm.silogroup.org/data/derivative_storage/MVF.csv'. [2025-10-09T00:07:25.833176] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MVF'. [2025-10-09T00:07:25.833534] [INFO ] [FORECASTER] Starting predict_future for MVF [2025-10-09T00:07:25.859615] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:25.860462] [DEBUG] [LOCAL ] No optimal features file found for MVF: ./output/feature-sets/MVF.txt [2025-10-09T00:07:25.860544] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:25.860628] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:25.860718] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:25.860879] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:25.878955] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:25.879827] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:25.879954] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:25.880053] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:25.915969] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:25.916127] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:25.916170] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:25.916203] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:25.919668] [DEBUG] [FORECASTER] MVF: Forecast T+1@11:T+2@11: UP (p=97.01%) [2025-10-09T00:07:25.920001] [INFO ] [FORECASTER] Completed predict_future for MVF [2025-10-09T00:07:25.920154] [INFO ] [sig ] MVF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:26.063865] [INFO ] [LOCAL ] Saved forecast: MVF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MVF.txt [2025-10-09T00:07:26.064151] [WARN ] [sig ] [1344/2211] Failed MVF after 0.2s | 4.42 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:26.064230] [INFO ] [sig ] [1345/2211] Forecasting MVO... [2025-10-09T00:07:26.064380] [INFO ] [sig ] Generating forecast for: MVO [2025-10-09T00:07:26.064452] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MVO' from 'https://tdm.silogroup.org/data/derivative_storage/MVO.csv'. [2025-10-09T00:07:26.069521] [WARN ] [REMOTE ] Historical data not found for symbol 'MVO' (404). [2025-10-09T00:07:26.069762] [FATAL] [sig ] MVO: No historical data fetched. [2025-10-09T00:07:26.069856] [WARN ] [sig ] [1345/2211] Failed MVO after 0.0s | 4.42 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:26.069930] [INFO ] [sig ] [1346/2211] Forecasting MVT... [2025-10-09T00:07:26.069998] [INFO ] [sig ] Generating forecast for: MVT [2025-10-09T00:07:26.070068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MVT' from 'https://tdm.silogroup.org/data/derivative_storage/MVT.csv'. [2025-10-09T00:07:26.079556] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MVT'. [2025-10-09T00:07:26.079990] [INFO ] [FORECASTER] Starting predict_future for MVT [2025-10-09T00:07:26.105596] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:26.106472] [DEBUG] [LOCAL ] No optimal features file found for MVT: ./output/feature-sets/MVT.txt [2025-10-09T00:07:26.106554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:26.106625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:26.106714] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:26.106813] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:26.124258] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:26.125007] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:26.125113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:26.125182] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:26.161203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:26.161352] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:26.161394] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:26.161427] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:26.164806] [DEBUG] [FORECASTER] MVT: Forecast T+1@11:T+2@11: UP (p=70.40%) [2025-10-09T00:07:26.165101] [INFO ] [FORECASTER] Completed predict_future for MVT [2025-10-09T00:07:26.165247] [INFO ] [sig ] MVT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:26.305458] [INFO ] [LOCAL ] Saved forecast: MVT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MVT.txt [2025-10-09T00:07:26.305765] [WARN ] [sig ] [1346/2211] Failed MVT after 0.2s | 4.42 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:26.305846] [INFO ] [sig ] [1347/2211] Forecasting MWA... [2025-10-09T00:07:26.305924] [INFO ] [sig ] Generating forecast for: MWA [2025-10-09T00:07:26.305996] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MWA' from 'https://tdm.silogroup.org/data/derivative_storage/MWA.csv'. [2025-10-09T00:07:26.310830] [WARN ] [REMOTE ] Historical data not found for symbol 'MWA' (404). [2025-10-09T00:07:26.311014] [FATAL] [sig ] MWA: No historical data fetched. [2025-10-09T00:07:26.311103] [WARN ] [sig ] [1347/2211] Failed MWA after 0.0s | 4.42 sym/s | Total: 5.1m | ETA: 3.3m [2025-10-09T00:07:26.311174] [INFO ] [sig ] [1348/2211] Forecasting MX... [2025-10-09T00:07:26.311279] [INFO ] [sig ] Generating forecast for: MX [2025-10-09T00:07:26.311351] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MX' from 'https://tdm.silogroup.org/data/derivative_storage/MX.csv'. [2025-10-09T00:07:26.314980] [WARN ] [REMOTE ] Historical data not found for symbol 'MX' (404). [2025-10-09T00:07:26.315150] [FATAL] [sig ] MX: No historical data fetched. [2025-10-09T00:07:26.315233] [WARN ] [sig ] [1348/2211] Failed MX after 0.0s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:26.315303] [INFO ] [sig ] [1349/2211] Forecasting MXF... [2025-10-09T00:07:26.315398] [INFO ] [sig ] Generating forecast for: MXF [2025-10-09T00:07:26.315503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MXF' from 'https://tdm.silogroup.org/data/derivative_storage/MXF.csv'. [2025-10-09T00:07:26.324873] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MXF'. [2025-10-09T00:07:26.325193] [INFO ] [FORECASTER] Starting predict_future for MXF [2025-10-09T00:07:26.350962] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:26.351856] [DEBUG] [LOCAL ] No optimal features file found for MXF: ./output/feature-sets/MXF.txt [2025-10-09T00:07:26.351934] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:26.352007] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:26.352093] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:26.352261] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:26.370068] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:26.370756] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:26.370866] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:26.370950] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:26.406173] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:26.406312] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:26.406355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:26.406388] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:26.409794] [DEBUG] [FORECASTER] MXF: Forecast T+1@11:T+2@11: DOWN (p=35.51%) [2025-10-09T00:07:26.410086] [INFO ] [FORECASTER] Completed predict_future for MXF [2025-10-09T00:07:26.410233] [INFO ] [sig ] MXF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:26.551200] [INFO ] [LOCAL ] Saved forecast: MXF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/MXF.txt [2025-10-09T00:07:26.551463] [WARN ] [sig ] [1349/2211] Failed MXF after 0.2s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:26.551541] [INFO ] [sig ] [1350/2211] Forecasting MYD... [2025-10-09T00:07:26.551619] [INFO ] [sig ] Generating forecast for: MYD [2025-10-09T00:07:26.551841] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYD' from 'https://tdm.silogroup.org/data/derivative_storage/MYD.csv'. [2025-10-09T00:07:26.562115] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MYD'. [2025-10-09T00:07:26.562448] [INFO ] [FORECASTER] Starting predict_future for MYD [2025-10-09T00:07:26.587496] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:26.588366] [DEBUG] [LOCAL ] No optimal features file found for MYD: ./output/feature-sets/MYD.txt [2025-10-09T00:07:26.588446] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:26.588517] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:26.588600] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:26.588748] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:26.606049] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:26.606689] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:26.606792] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:26.606873] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:26.642536] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:26.642733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:26.642797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:26.642833] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:26.646342] [DEBUG] [FORECASTER] MYD: Forecast T+1@11:T+2@11: UP (p=83.27%) [2025-10-09T00:07:26.646664] [INFO ] [FORECASTER] Completed predict_future for MYD [2025-10-09T00:07:26.646827] [INFO ] [sig ] MYD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:26.794939] [INFO ] [LOCAL ] Saved forecast: MYD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MYD.txt [2025-10-09T00:07:26.795571] [WARN ] [sig ] [1350/2211] Failed MYD after 0.2s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:26.795727] [INFO ] [sig ] [1351/2211] Forecasting MYE... [2025-10-09T00:07:26.795833] [INFO ] [sig ] Generating forecast for: MYE [2025-10-09T00:07:26.795941] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYE' from 'https://tdm.silogroup.org/data/derivative_storage/MYE.csv'. [2025-10-09T00:07:26.802922] [WARN ] [REMOTE ] Historical data not found for symbol 'MYE' (404). [2025-10-09T00:07:26.803208] [FATAL] [sig ] MYE: No historical data fetched. [2025-10-09T00:07:26.803345] [WARN ] [sig ] [1351/2211] Failed MYE after 0.0s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:26.803455] [INFO ] [sig ] [1352/2211] Forecasting MYI... [2025-10-09T00:07:26.803562] [INFO ] [sig ] Generating forecast for: MYI [2025-10-09T00:07:26.803708] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYI' from 'https://tdm.silogroup.org/data/derivative_storage/MYI.csv'. [2025-10-09T00:07:26.815062] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MYI'. [2025-10-09T00:07:26.815779] [INFO ] [FORECASTER] Starting predict_future for MYI [2025-10-09T00:07:26.844550] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:26.845478] [DEBUG] [LOCAL ] No optimal features file found for MYI: ./output/feature-sets/MYI.txt [2025-10-09T00:07:26.845560] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:26.845634] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:26.845727] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:26.845831] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:26.864047] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:26.865184] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:26.865321] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:26.865413] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:26.904820] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:26.905043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:26.905096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:26.905153] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:26.909992] [DEBUG] [FORECASTER] MYI: Forecast T+1@11:T+2@11: UP (p=65.99%) [2025-10-09T00:07:26.910361] [INFO ] [FORECASTER] Completed predict_future for MYI [2025-10-09T00:07:26.910521] [INFO ] [sig ] MYI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:27.090181] [INFO ] [LOCAL ] Saved forecast: MYI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MYI.txt [2025-10-09T00:07:27.091747] [WARN ] [sig ] [1352/2211] Failed MYI after 0.3s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:27.091890] [INFO ] [sig ] [1353/2211] Forecasting MYN... [2025-10-09T00:07:27.091987] [INFO ] [sig ] Generating forecast for: MYN [2025-10-09T00:07:27.092083] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYN' from 'https://tdm.silogroup.org/data/derivative_storage/MYN.csv'. [2025-10-09T00:07:27.107837] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'MYN'. [2025-10-09T00:07:27.108485] [INFO ] [FORECASTER] Starting predict_future for MYN [2025-10-09T00:07:27.151455] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:27.152587] [DEBUG] [LOCAL ] No optimal features file found for MYN: ./output/feature-sets/MYN.txt [2025-10-09T00:07:27.152702] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:27.152778] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:27.152848] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:27.152949] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:27.172926] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:27.174248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:27.174424] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:27.174512] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:27.220747] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:27.220972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:27.221024] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:27.221060] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:27.225834] [DEBUG] [FORECASTER] MYN: Forecast T+1@11:T+2@11: UP (p=69.82%) [2025-10-09T00:07:27.226364] [INFO ] [FORECASTER] Completed predict_future for MYN [2025-10-09T00:07:27.226549] [INFO ] [sig ] MYN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:27.453819] [INFO ] [LOCAL ] Saved forecast: MYN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/MYN.txt [2025-10-09T00:07:27.454238] [WARN ] [sig ] [1353/2211] Failed MYN after 0.4s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:27.454341] [INFO ] [sig ] [1354/2211] Forecasting NABL... [2025-10-09T00:07:27.454432] [INFO ] [sig ] Generating forecast for: NABL [2025-10-09T00:07:27.454523] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NABL' from 'https://tdm.silogroup.org/data/derivative_storage/NABL.csv'. [2025-10-09T00:07:27.461837] [WARN ] [REMOTE ] Historical data not found for symbol 'NABL' (404). [2025-10-09T00:07:27.462195] [FATAL] [sig ] NABL: No historical data fetched. [2025-10-09T00:07:27.462320] [WARN ] [sig ] [1354/2211] Failed NABL after 0.0s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:27.462416] [INFO ] [sig ] [1355/2211] Forecasting NAC... [2025-10-09T00:07:27.462506] [INFO ] [sig ] Generating forecast for: NAC [2025-10-09T00:07:27.462595] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAC' from 'https://tdm.silogroup.org/data/derivative_storage/NAC.csv'. [2025-10-09T00:07:27.475523] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NAC'. [2025-10-09T00:07:27.476153] [INFO ] [FORECASTER] Starting predict_future for NAC [2025-10-09T00:07:27.510870] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:27.512190] [DEBUG] [LOCAL ] No optimal features file found for NAC: ./output/feature-sets/NAC.txt [2025-10-09T00:07:27.512303] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:27.512376] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:27.512447] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:27.512548] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:27.534761] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:27.535961] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:27.536097] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:27.536173] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:27.582088] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:27.582361] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:27.582446] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:27.582493] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:27.587477] [DEBUG] [FORECASTER] NAC: Forecast T+1@11:T+2@11: DOWN (p=22.33%) [2025-10-09T00:07:27.588015] [INFO ] [FORECASTER] Completed predict_future for NAC [2025-10-09T00:07:27.588229] [INFO ] [sig ] NAC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:27.776848] [INFO ] [LOCAL ] Saved forecast: NAC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NAC.txt [2025-10-09T00:07:27.777216] [WARN ] [sig ] [1355/2211] Failed NAC after 0.3s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:27.777303] [INFO ] [sig ] [1356/2211] Forecasting NAD... [2025-10-09T00:07:27.777377] [INFO ] [sig ] Generating forecast for: NAD [2025-10-09T00:07:27.777459] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAD' from 'https://tdm.silogroup.org/data/derivative_storage/NAD.csv'. [2025-10-09T00:07:27.790866] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NAD'. [2025-10-09T00:07:27.791402] [INFO ] [FORECASTER] Starting predict_future for NAD [2025-10-09T00:07:27.825452] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:27.826505] [DEBUG] [LOCAL ] No optimal features file found for NAD: ./output/feature-sets/NAD.txt [2025-10-09T00:07:27.826594] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:27.826704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:27.826788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:27.826903] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:27.845531] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:27.846795] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:27.846917] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:27.847005] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:27.882518] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:27.882751] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:27.882833] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:27.882915] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:27.887354] [DEBUG] [FORECASTER] NAD: Forecast T+1@11:T+2@11: DOWN (p=5.27%) [2025-10-09T00:07:27.887842] [INFO ] [FORECASTER] Completed predict_future for NAD [2025-10-09T00:07:27.888030] [INFO ] [sig ] NAD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:28.046719] [INFO ] [LOCAL ] Saved forecast: NAD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NAD.txt [2025-10-09T00:07:28.047019] [WARN ] [sig ] [1356/2211] Failed NAD after 0.3s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.047172] [INFO ] [sig ] [1357/2211] Forecasting NAN... [2025-10-09T00:07:28.047265] [INFO ] [sig ] Generating forecast for: NAN [2025-10-09T00:07:28.047339] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAN' from 'https://tdm.silogroup.org/data/derivative_storage/NAN.csv'. [2025-10-09T00:07:28.058065] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NAN'. [2025-10-09T00:07:28.058527] [INFO ] [FORECASTER] Starting predict_future for NAN [2025-10-09T00:07:28.085083] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:28.086067] [DEBUG] [LOCAL ] No optimal features file found for NAN: ./output/feature-sets/NAN.txt [2025-10-09T00:07:28.086151] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:28.086231] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:28.086307] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:28.086415] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:28.104421] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:28.105422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:28.105546] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:28.105624] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:28.141634] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:28.141869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:28.141921] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:28.141955] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:28.145768] [DEBUG] [FORECASTER] NAN: Forecast T+1@11:T+2@11: UP (p=58.53%) [2025-10-09T00:07:28.146127] [INFO ] [FORECASTER] Completed predict_future for NAN [2025-10-09T00:07:28.146288] [INFO ] [sig ] NAN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:28.290962] [INFO ] [LOCAL ] Saved forecast: NAN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NAN.txt [2025-10-09T00:07:28.291314] [WARN ] [sig ] [1357/2211] Failed NAN after 0.2s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.291397] [INFO ] [sig ] [1358/2211] Forecasting NAT... [2025-10-09T00:07:28.291475] [INFO ] [sig ] Generating forecast for: NAT [2025-10-09T00:07:28.291555] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAT' from 'https://tdm.silogroup.org/data/derivative_storage/NAT.csv'. [2025-10-09T00:07:28.296215] [WARN ] [REMOTE ] Historical data not found for symbol 'NAT' (404). [2025-10-09T00:07:28.296459] [FATAL] [sig ] NAT: No historical data fetched. [2025-10-09T00:07:28.296557] [WARN ] [sig ] [1358/2211] Failed NAT after 0.0s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.296679] [INFO ] [sig ] [1359/2211] Forecasting NATL... [2025-10-09T00:07:28.296769] [INFO ] [sig ] Generating forecast for: NATL [2025-10-09T00:07:28.296854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NATL' from 'https://tdm.silogroup.org/data/derivative_storage/NATL.csv'. [2025-10-09T00:07:28.300687] [WARN ] [REMOTE ] Historical data not found for symbol 'NATL' (404). [2025-10-09T00:07:28.300882] [FATAL] [sig ] NATL: No historical data fetched. [2025-10-09T00:07:28.300970] [WARN ] [sig ] [1359/2211] Failed NATL after 0.0s | 4.44 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.301058] [INFO ] [sig ] [1360/2211] Forecasting NAZ... [2025-10-09T00:07:28.301139] [INFO ] [sig ] Generating forecast for: NAZ [2025-10-09T00:07:28.301223] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAZ' from 'https://tdm.silogroup.org/data/derivative_storage/NAZ.csv'. [2025-10-09T00:07:28.309817] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NAZ'. [2025-10-09T00:07:28.310159] [INFO ] [FORECASTER] Starting predict_future for NAZ [2025-10-09T00:07:28.335805] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:28.336680] [DEBUG] [LOCAL ] No optimal features file found for NAZ: ./output/feature-sets/NAZ.txt [2025-10-09T00:07:28.336761] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:28.336854] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:28.336936] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:28.337035] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:28.354536] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:28.355202] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:28.355308] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:28.355394] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:28.389316] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:28.389495] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:28.389543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:28.389577] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:28.393133] [DEBUG] [FORECASTER] NAZ: Forecast T+1@11:T+2@11: DOWN (p=12.33%) [2025-10-09T00:07:28.393424] [INFO ] [FORECASTER] Completed predict_future for NAZ [2025-10-09T00:07:28.393565] [INFO ] [sig ] NAZ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:28.533243] [INFO ] [LOCAL ] Saved forecast: NAZ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NAZ.txt [2025-10-09T00:07:28.533503] [WARN ] [sig ] [1360/2211] Failed NAZ after 0.2s | 4.44 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.533583] [INFO ] [sig ] [1361/2211] Forecasting NBB... [2025-10-09T00:07:28.533698] [INFO ] [sig ] Generating forecast for: NBB [2025-10-09T00:07:28.533787] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBB' from 'https://tdm.silogroup.org/data/derivative_storage/NBB.csv'. [2025-10-09T00:07:28.544701] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NBB'. [2025-10-09T00:07:28.545075] [INFO ] [FORECASTER] Starting predict_future for NBB [2025-10-09T00:07:28.570386] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:28.571240] [DEBUG] [LOCAL ] No optimal features file found for NBB: ./output/feature-sets/NBB.txt [2025-10-09T00:07:28.571319] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:28.571399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:28.571475] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:28.571592] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:28.588993] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:28.589907] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:28.590020] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:28.590098] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:28.626810] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:28.626955] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:28.627000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:28.627034] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:28.630358] [DEBUG] [FORECASTER] NBB: Forecast T+1@11:T+2@11: UP (p=54.06%) [2025-10-09T00:07:28.630673] [INFO ] [FORECASTER] Completed predict_future for NBB [2025-10-09T00:07:28.630839] [INFO ] [sig ] NBB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:28.770848] [INFO ] [LOCAL ] Saved forecast: NBB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NBB.txt [2025-10-09T00:07:28.771112] [WARN ] [sig ] [1361/2211] Failed NBB after 0.2s | 4.43 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.771199] [INFO ] [sig ] [1362/2211] Forecasting NBHC... [2025-10-09T00:07:28.771271] [INFO ] [sig ] Generating forecast for: NBHC [2025-10-09T00:07:28.771342] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBHC' from 'https://tdm.silogroup.org/data/derivative_storage/NBHC.csv'. [2025-10-09T00:07:28.775753] [WARN ] [REMOTE ] Historical data not found for symbol 'NBHC' (404). [2025-10-09T00:07:28.775939] [FATAL] [sig ] NBHC: No historical data fetched. [2025-10-09T00:07:28.776029] [WARN ] [sig ] [1362/2211] Failed NBHC after 0.0s | 4.44 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.776129] [INFO ] [sig ] [1363/2211] Forecasting NBR... [2025-10-09T00:07:28.776213] [INFO ] [sig ] Generating forecast for: NBR [2025-10-09T00:07:28.776306] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBR' from 'https://tdm.silogroup.org/data/derivative_storage/NBR.csv'. [2025-10-09T00:07:28.780366] [WARN ] [REMOTE ] Historical data not found for symbol 'NBR' (404). [2025-10-09T00:07:28.780547] [FATAL] [sig ] NBR: No historical data fetched. [2025-10-09T00:07:28.780632] [WARN ] [sig ] [1363/2211] Failed NBR after 0.0s | 4.44 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.780727] [INFO ] [sig ] [1364/2211] Forecasting NBXG... [2025-10-09T00:07:28.780793] [INFO ] [sig ] Generating forecast for: NBXG [2025-10-09T00:07:28.780862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBXG' from 'https://tdm.silogroup.org/data/derivative_storage/NBXG.csv'. [2025-10-09T00:07:28.784173] [WARN ] [REMOTE ] Historical data not found for symbol 'NBXG' (404). [2025-10-09T00:07:28.784344] [FATAL] [sig ] NBXG: No historical data fetched. [2025-10-09T00:07:28.784429] [WARN ] [sig ] [1364/2211] Failed NBXG after 0.0s | 4.44 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.784518] [INFO ] [sig ] [1365/2211] Forecasting NC... [2025-10-09T00:07:28.784602] [INFO ] [sig ] Generating forecast for: NC [2025-10-09T00:07:28.784703] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NC' from 'https://tdm.silogroup.org/data/derivative_storage/NC.csv'. [2025-10-09T00:07:28.787984] [WARN ] [REMOTE ] Historical data not found for symbol 'NC' (404). [2025-10-09T00:07:28.788156] [FATAL] [sig ] NC: No historical data fetched. [2025-10-09T00:07:28.788241] [WARN ] [sig ] [1365/2211] Failed NC after 0.0s | 4.45 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:28.788328] [INFO ] [sig ] [1366/2211] Forecasting NCA... [2025-10-09T00:07:28.788411] [INFO ] [sig ] Generating forecast for: NCA [2025-10-09T00:07:28.788496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCA' from 'https://tdm.silogroup.org/data/derivative_storage/NCA.csv'. [2025-10-09T00:07:28.797583] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NCA'. [2025-10-09T00:07:28.797951] [INFO ] [FORECASTER] Starting predict_future for NCA [2025-10-09T00:07:28.823338] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:28.824140] [DEBUG] [LOCAL ] No optimal features file found for NCA: ./output/feature-sets/NCA.txt [2025-10-09T00:07:28.824218] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:28.824289] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:28.824358] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:28.824455] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:28.841754] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:28.842349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:28.842452] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:28.842521] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:28.877603] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:28.877759] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:28.877816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:28.877851] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:28.881150] [DEBUG] [FORECASTER] NCA: Forecast T+1@11:T+2@11: DOWN (p=8.12%) [2025-10-09T00:07:28.881437] [INFO ] [FORECASTER] Completed predict_future for NCA [2025-10-09T00:07:28.881579] [INFO ] [sig ] NCA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:29.020675] [INFO ] [LOCAL ] Saved forecast: NCA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NCA.txt [2025-10-09T00:07:29.020955] [WARN ] [sig ] [1366/2211] Failed NCA after 0.2s | 4.45 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:29.021034] [INFO ] [sig ] [1367/2211] Forecasting NCDL... [2025-10-09T00:07:29.021107] [INFO ] [sig ] Generating forecast for: NCDL [2025-10-09T00:07:29.021180] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCDL' from 'https://tdm.silogroup.org/data/derivative_storage/NCDL.csv'. [2025-10-09T00:07:29.025681] [WARN ] [REMOTE ] Historical data not found for symbol 'NCDL' (404). [2025-10-09T00:07:29.025868] [FATAL] [sig ] NCDL: No historical data fetched. [2025-10-09T00:07:29.025957] [WARN ] [sig ] [1367/2211] Failed NCDL after 0.0s | 4.45 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:29.026029] [INFO ] [sig ] [1368/2211] Forecasting NCLH... [2025-10-09T00:07:29.026097] [INFO ] [sig ] Generating forecast for: NCLH [2025-10-09T00:07:29.026223] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCLH' from 'https://tdm.silogroup.org/data/derivative_storage/NCLH.csv'. [2025-10-09T00:07:29.029671] [WARN ] [REMOTE ] Historical data not found for symbol 'NCLH' (404). [2025-10-09T00:07:29.029855] [FATAL] [sig ] NCLH: No historical data fetched. [2025-10-09T00:07:29.029943] [WARN ] [sig ] [1368/2211] Failed NCLH after 0.0s | 4.45 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:29.030028] [INFO ] [sig ] [1369/2211] Forecasting NCV... [2025-10-09T00:07:29.030114] [INFO ] [sig ] Generating forecast for: NCV [2025-10-09T00:07:29.030198] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCV' from 'https://tdm.silogroup.org/data/derivative_storage/NCV.csv'. [2025-10-09T00:07:29.039753] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NCV'. [2025-10-09T00:07:29.040071] [INFO ] [FORECASTER] Starting predict_future for NCV [2025-10-09T00:07:29.065191] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:29.066009] [DEBUG] [LOCAL ] No optimal features file found for NCV: ./output/feature-sets/NCV.txt [2025-10-09T00:07:29.066087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:29.066156] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:29.066225] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:29.066323] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:29.083529] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:29.084142] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:29.084247] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:29.084317] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:29.117984] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:29.118091] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:29.118132] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:29.118165] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:29.121409] [DEBUG] [FORECASTER] NCV: Forecast T+1@11:T+2@11: UP (p=98.39%) [2025-10-09T00:07:29.121724] [INFO ] [FORECASTER] Completed predict_future for NCV [2025-10-09T00:07:29.121886] [INFO ] [sig ] NCV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:29.262344] [INFO ] [LOCAL ] Saved forecast: NCV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NCV.txt [2025-10-09T00:07:29.262620] [WARN ] [sig ] [1369/2211] Failed NCV after 0.2s | 4.45 sym/s | Total: 5.1m | ETA: 3.2m [2025-10-09T00:07:29.262731] [INFO ] [sig ] [1370/2211] Forecasting NCZ... [2025-10-09T00:07:29.262780] [INFO ] [sig ] Generating forecast for: NCZ [2025-10-09T00:07:29.262842] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCZ' from 'https://tdm.silogroup.org/data/derivative_storage/NCZ.csv'. [2025-10-09T00:07:29.273297] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NCZ'. [2025-10-09T00:07:29.273671] [INFO ] [FORECASTER] Starting predict_future for NCZ [2025-10-09T00:07:29.299108] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:29.299897] [DEBUG] [LOCAL ] No optimal features file found for NCZ: ./output/feature-sets/NCZ.txt [2025-10-09T00:07:29.299973] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:29.300044] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:29.300124] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:29.300222] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:29.317567] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:29.318164] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:29.318267] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:29.318336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:29.350526] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:29.350629] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:29.350709] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:29.350758] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:29.353891] [DEBUG] [FORECASTER] NCZ: Forecast T+1@11:T+2@11: UP (p=79.51%) [2025-10-09T00:07:29.354166] [INFO ] [FORECASTER] Completed predict_future for NCZ [2025-10-09T00:07:29.354301] [INFO ] [sig ] NCZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:29.493572] [INFO ] [LOCAL ] Saved forecast: NCZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NCZ.txt [2025-10-09T00:07:29.493833] [WARN ] [sig ] [1370/2211] Failed NCZ after 0.2s | 4.45 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.493909] [INFO ] [sig ] [1371/2211] Forecasting NDMO... [2025-10-09T00:07:29.493979] [INFO ] [sig ] Generating forecast for: NDMO [2025-10-09T00:07:29.494049] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NDMO' from 'https://tdm.silogroup.org/data/derivative_storage/NDMO.csv'. [2025-10-09T00:07:29.498730] [WARN ] [REMOTE ] Historical data not found for symbol 'NDMO' (404). [2025-10-09T00:07:29.498914] [FATAL] [sig ] NDMO: No historical data fetched. [2025-10-09T00:07:29.499001] [WARN ] [sig ] [1371/2211] Failed NDMO after 0.0s | 4.46 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.499078] [INFO ] [sig ] [1372/2211] Forecasting NE... [2025-10-09T00:07:29.499144] [INFO ] [sig ] Generating forecast for: NE [2025-10-09T00:07:29.499284] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NE' from 'https://tdm.silogroup.org/data/derivative_storage/NE.csv'. [2025-10-09T00:07:29.503003] [WARN ] [REMOTE ] Historical data not found for symbol 'NE' (404). [2025-10-09T00:07:29.503184] [FATAL] [sig ] NE: No historical data fetched. [2025-10-09T00:07:29.503268] [WARN ] [sig ] [1372/2211] Failed NE after 0.0s | 4.46 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.503353] [INFO ] [sig ] [1373/2211] Forecasting NEA... [2025-10-09T00:07:29.503435] [INFO ] [sig ] Generating forecast for: NEA [2025-10-09T00:07:29.503517] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEA' from 'https://tdm.silogroup.org/data/derivative_storage/NEA.csv'. [2025-10-09T00:07:29.512760] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NEA'. [2025-10-09T00:07:29.513072] [INFO ] [FORECASTER] Starting predict_future for NEA [2025-10-09T00:07:29.538232] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:29.539021] [DEBUG] [LOCAL ] No optimal features file found for NEA: ./output/feature-sets/NEA.txt [2025-10-09T00:07:29.539101] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:29.539185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:29.539278] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:29.539392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:29.556968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:29.557593] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:29.557723] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:29.557808] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:29.592292] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:29.592393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:29.592434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:29.592467] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:29.595663] [DEBUG] [FORECASTER] NEA: Forecast T+1@11:T+2@11: UP (p=62.80%) [2025-10-09T00:07:29.595945] [INFO ] [FORECASTER] Completed predict_future for NEA [2025-10-09T00:07:29.596075] [INFO ] [sig ] NEA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:29.736237] [INFO ] [LOCAL ] Saved forecast: NEA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NEA.txt [2025-10-09T00:07:29.736482] [WARN ] [sig ] [1373/2211] Failed NEA after 0.2s | 4.46 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.736559] [INFO ] [sig ] [1374/2211] Forecasting NEE... [2025-10-09T00:07:29.736610] [INFO ] [sig ] Generating forecast for: NEE [2025-10-09T00:07:29.736677] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEE' from 'https://tdm.silogroup.org/data/derivative_storage/NEE.csv'. [2025-10-09T00:07:29.741476] [WARN ] [REMOTE ] Historical data not found for symbol 'NEE' (404). [2025-10-09T00:07:29.741693] [FATAL] [sig ] NEE: No historical data fetched. [2025-10-09T00:07:29.741785] [WARN ] [sig ] [1374/2211] Failed NEE after 0.0s | 4.46 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.741858] [INFO ] [sig ] [1375/2211] Forecasting NEM... [2025-10-09T00:07:29.741932] [INFO ] [sig ] Generating forecast for: NEM [2025-10-09T00:07:29.742005] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEM' from 'https://tdm.silogroup.org/data/derivative_storage/NEM.csv'. [2025-10-09T00:07:29.745495] [WARN ] [REMOTE ] Historical data not found for symbol 'NEM' (404). [2025-10-09T00:07:29.745680] [FATAL] [sig ] NEM: No historical data fetched. [2025-10-09T00:07:29.745774] [WARN ] [sig ] [1375/2211] Failed NEM after 0.0s | 4.47 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.745846] [INFO ] [sig ] [1376/2211] Forecasting NET... [2025-10-09T00:07:29.745919] [INFO ] [sig ] Generating forecast for: NET [2025-10-09T00:07:29.745987] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NET' from 'https://tdm.silogroup.org/data/derivative_storage/NET.csv'. [2025-10-09T00:07:29.750406] [WARN ] [REMOTE ] Historical data not found for symbol 'NET' (404). [2025-10-09T00:07:29.750692] [FATAL] [sig ] NET: No historical data fetched. [2025-10-09T00:07:29.750786] [WARN ] [sig ] [1376/2211] Failed NET after 0.0s | 4.47 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.750873] [INFO ] [sig ] [1377/2211] Forecasting NEU... [2025-10-09T00:07:29.750976] [INFO ] [sig ] Generating forecast for: NEU [2025-10-09T00:07:29.751058] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEU' from 'https://tdm.silogroup.org/data/derivative_storage/NEU.csv'. [2025-10-09T00:07:29.754819] [WARN ] [REMOTE ] Historical data not found for symbol 'NEU' (404). [2025-10-09T00:07:29.755001] [FATAL] [sig ] NEU: No historical data fetched. [2025-10-09T00:07:29.755099] [WARN ] [sig ] [1377/2211] Failed NEU after 0.0s | 4.47 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.755172] [INFO ] [sig ] [1378/2211] Forecasting NEUE... [2025-10-09T00:07:29.755240] [INFO ] [sig ] Generating forecast for: NEUE [2025-10-09T00:07:29.755307] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEUE' from 'https://tdm.silogroup.org/data/derivative_storage/NEUE.csv'. [2025-10-09T00:07:29.759476] [WARN ] [REMOTE ] Historical data not found for symbol 'NEUE' (404). [2025-10-09T00:07:29.759660] [FATAL] [sig ] NEUE: No historical data fetched. [2025-10-09T00:07:29.759744] [WARN ] [sig ] [1378/2211] Failed NEUE after 0.0s | 4.48 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.759815] [INFO ] [sig ] [1379/2211] Forecasting NEXA... [2025-10-09T00:07:29.759883] [INFO ] [sig ] Generating forecast for: NEXA [2025-10-09T00:07:29.759950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEXA' from 'https://tdm.silogroup.org/data/derivative_storage/NEXA.csv'. [2025-10-09T00:07:29.763226] [WARN ] [REMOTE ] Historical data not found for symbol 'NEXA' (404). [2025-10-09T00:07:29.763395] [FATAL] [sig ] NEXA: No historical data fetched. [2025-10-09T00:07:29.763480] [WARN ] [sig ] [1379/2211] Failed NEXA after 0.0s | 4.48 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.763550] [INFO ] [sig ] [1380/2211] Forecasting NFG... [2025-10-09T00:07:29.763617] [INFO ] [sig ] Generating forecast for: NFG [2025-10-09T00:07:29.763709] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NFG' from 'https://tdm.silogroup.org/data/derivative_storage/NFG.csv'. [2025-10-09T00:07:29.767015] [WARN ] [REMOTE ] Historical data not found for symbol 'NFG' (404). [2025-10-09T00:07:29.767178] [FATAL] [sig ] NFG: No historical data fetched. [2025-10-09T00:07:29.767261] [WARN ] [sig ] [1380/2211] Failed NFG after 0.0s | 4.48 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:29.767332] [INFO ] [sig ] [1381/2211] Forecasting NFJ... [2025-10-09T00:07:29.767399] [INFO ] [sig ] Generating forecast for: NFJ [2025-10-09T00:07:29.767466] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NFJ' from 'https://tdm.silogroup.org/data/derivative_storage/NFJ.csv'. [2025-10-09T00:07:29.776963] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NFJ'. [2025-10-09T00:07:29.777319] [INFO ] [FORECASTER] Starting predict_future for NFJ [2025-10-09T00:07:29.803467] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:29.804258] [DEBUG] [LOCAL ] No optimal features file found for NFJ: ./output/feature-sets/NFJ.txt [2025-10-09T00:07:29.804336] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:29.804409] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:29.804457] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:29.804548] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:29.822233] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:29.822855] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:29.822959] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:29.823027] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:29.860394] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:29.860527] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:29.860574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:29.860623] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:29.864103] [DEBUG] [FORECASTER] NFJ: Forecast T+1@11:T+2@11: UP (p=71.00%) [2025-10-09T00:07:29.864393] [INFO ] [FORECASTER] Completed predict_future for NFJ [2025-10-09T00:07:29.864535] [INFO ] [sig ] NFJ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:30.007367] [INFO ] [LOCAL ] Saved forecast: NFJ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NFJ.txt [2025-10-09T00:07:30.007694] [WARN ] [sig ] [1381/2211] Failed NFJ after 0.2s | 4.48 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:30.007775] [INFO ] [sig ] [1382/2211] Forecasting NGG... [2025-10-09T00:07:30.007844] [INFO ] [sig ] Generating forecast for: NGG [2025-10-09T00:07:30.007915] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGG' from 'https://tdm.silogroup.org/data/derivative_storage/NGG.csv'. [2025-10-09T00:07:30.013063] [WARN ] [REMOTE ] Historical data not found for symbol 'NGG' (404). [2025-10-09T00:07:30.013264] [FATAL] [sig ] NGG: No historical data fetched. [2025-10-09T00:07:30.013354] [WARN ] [sig ] [1382/2211] Failed NGG after 0.0s | 4.49 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:30.013426] [INFO ] [sig ] [1383/2211] Forecasting NGL... [2025-10-09T00:07:30.013497] [INFO ] [sig ] Generating forecast for: NGL [2025-10-09T00:07:30.013565] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGL' from 'https://tdm.silogroup.org/data/derivative_storage/NGL.csv'. [2025-10-09T00:07:30.017374] [WARN ] [REMOTE ] Historical data not found for symbol 'NGL' (404). [2025-10-09T00:07:30.017561] [FATAL] [sig ] NGL: No historical data fetched. [2025-10-09T00:07:30.017670] [WARN ] [sig ] [1383/2211] Failed NGL after 0.0s | 4.49 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:30.017766] [INFO ] [sig ] [1384/2211] Forecasting NGS... [2025-10-09T00:07:30.017853] [INFO ] [sig ] Generating forecast for: NGS [2025-10-09T00:07:30.017935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGS' from 'https://tdm.silogroup.org/data/derivative_storage/NGS.csv'. [2025-10-09T00:07:30.021834] [WARN ] [REMOTE ] Historical data not found for symbol 'NGS' (404). [2025-10-09T00:07:30.022018] [FATAL] [sig ] NGS: No historical data fetched. [2025-10-09T00:07:30.022111] [WARN ] [sig ] [1384/2211] Failed NGS after 0.0s | 4.49 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:30.022183] [INFO ] [sig ] [1385/2211] Forecasting NGVC... [2025-10-09T00:07:30.022251] [INFO ] [sig ] Generating forecast for: NGVC [2025-10-09T00:07:30.022320] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGVC' from 'https://tdm.silogroup.org/data/derivative_storage/NGVC.csv'. [2025-10-09T00:07:30.025782] [WARN ] [REMOTE ] Historical data not found for symbol 'NGVC' (404). [2025-10-09T00:07:30.025957] [FATAL] [sig ] NGVC: No historical data fetched. [2025-10-09T00:07:30.026044] [WARN ] [sig ] [1385/2211] Failed NGVC after 0.0s | 4.49 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:30.026116] [INFO ] [sig ] [1386/2211] Forecasting NGVT... [2025-10-09T00:07:30.026184] [INFO ] [sig ] Generating forecast for: NGVT [2025-10-09T00:07:30.026253] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGVT' from 'https://tdm.silogroup.org/data/derivative_storage/NGVT.csv'. [2025-10-09T00:07:30.029672] [WARN ] [REMOTE ] Historical data not found for symbol 'NGVT' (404). [2025-10-09T00:07:30.029849] [FATAL] [sig ] NGVT: No historical data fetched. [2025-10-09T00:07:30.029936] [WARN ] [sig ] [1386/2211] Failed NGVT after 0.0s | 4.50 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:30.030006] [INFO ] [sig ] [1387/2211] Forecasting NHI... [2025-10-09T00:07:30.030072] [INFO ] [sig ] Generating forecast for: NHI [2025-10-09T00:07:30.030140] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NHI' from 'https://tdm.silogroup.org/data/derivative_storage/NHI.csv'. [2025-10-09T00:07:30.033485] [WARN ] [REMOTE ] Historical data not found for symbol 'NHI' (404). [2025-10-09T00:07:30.033676] [FATAL] [sig ] NHI: No historical data fetched. [2025-10-09T00:07:30.033762] [WARN ] [sig ] [1387/2211] Failed NHI after 0.0s | 4.50 sym/s | Total: 5.1m | ETA: 3.1m [2025-10-09T00:07:30.033835] [INFO ] [sig ] [1388/2211] Forecasting NI... [2025-10-09T00:07:30.033902] [INFO ] [sig ] Generating forecast for: NI [2025-10-09T00:07:30.033970] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NI' from 'https://tdm.silogroup.org/data/derivative_storage/NI.csv'. [2025-10-09T00:07:30.037508] [WARN ] [REMOTE ] Historical data not found for symbol 'NI' (404). [2025-10-09T00:07:30.037703] [FATAL] [sig ] NI: No historical data fetched. [2025-10-09T00:07:30.037787] [WARN ] [sig ] [1388/2211] Failed NI after 0.0s | 4.50 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.037858] [INFO ] [sig ] [1389/2211] Forecasting NIC... [2025-10-09T00:07:30.037926] [INFO ] [sig ] Generating forecast for: NIC [2025-10-09T00:07:30.037993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIC' from 'https://tdm.silogroup.org/data/derivative_storage/NIC.csv'. [2025-10-09T00:07:30.041353] [WARN ] [REMOTE ] Historical data not found for symbol 'NIC' (404). [2025-10-09T00:07:30.041534] [FATAL] [sig ] NIC: No historical data fetched. [2025-10-09T00:07:30.041620] [WARN ] [sig ] [1389/2211] Failed NIC after 0.0s | 4.51 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.041715] [INFO ] [sig ] [1390/2211] Forecasting NIE... [2025-10-09T00:07:30.041784] [INFO ] [sig ] Generating forecast for: NIE [2025-10-09T00:07:30.041852] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIE' from 'https://tdm.silogroup.org/data/derivative_storage/NIE.csv'. [2025-10-09T00:07:30.051086] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NIE'. [2025-10-09T00:07:30.051508] [INFO ] [FORECASTER] Starting predict_future for NIE [2025-10-09T00:07:30.077525] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:30.078368] [DEBUG] [LOCAL ] No optimal features file found for NIE: ./output/feature-sets/NIE.txt [2025-10-09T00:07:30.078447] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:30.078519] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:30.078588] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:30.078710] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:30.097310] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:30.098044] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:30.098152] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:30.098221] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:30.134442] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:30.134584] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:30.134627] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:30.134699] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:30.138069] [DEBUG] [FORECASTER] NIE: Forecast T+1@11:T+2@11: UP (p=69.46%) [2025-10-09T00:07:30.138356] [INFO ] [FORECASTER] Completed predict_future for NIE [2025-10-09T00:07:30.138500] [INFO ] [sig ] NIE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:30.282496] [INFO ] [LOCAL ] Saved forecast: NIE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NIE.txt [2025-10-09T00:07:30.282813] [WARN ] [sig ] [1390/2211] Failed NIE after 0.2s | 4.51 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.282893] [INFO ] [sig ] [1391/2211] Forecasting NIM... [2025-10-09T00:07:30.282963] [INFO ] [sig ] Generating forecast for: NIM [2025-10-09T00:07:30.283009] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIM' from 'https://tdm.silogroup.org/data/derivative_storage/NIM.csv'. [2025-10-09T00:07:30.293014] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NIM'. [2025-10-09T00:07:30.293353] [INFO ] [FORECASTER] Starting predict_future for NIM [2025-10-09T00:07:30.318536] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:30.319351] [DEBUG] [LOCAL ] No optimal features file found for NIM: ./output/feature-sets/NIM.txt [2025-10-09T00:07:30.319429] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:30.319500] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:30.319569] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:30.319688] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:30.336998] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:30.337727] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:30.337834] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:30.337904] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:30.372251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:30.372341] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:30.372381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:30.372415] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:30.375487] [DEBUG] [FORECASTER] NIM: Forecast T+1@11:T+2@11: DOWN (p=25.64%) [2025-10-09T00:07:30.375804] [INFO ] [FORECASTER] Completed predict_future for NIM [2025-10-09T00:07:30.375957] [INFO ] [sig ] NIM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:30.516953] [INFO ] [LOCAL ] Saved forecast: NIM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NIM.txt [2025-10-09T00:07:30.517216] [WARN ] [sig ] [1391/2211] Failed NIM after 0.2s | 4.51 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.517296] [INFO ] [sig ] [1392/2211] Forecasting NINE... [2025-10-09T00:07:30.517366] [INFO ] [sig ] Generating forecast for: NINE [2025-10-09T00:07:30.517436] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NINE' from 'https://tdm.silogroup.org/data/derivative_storage/NINE.csv'. [2025-10-09T00:07:30.522466] [WARN ] [REMOTE ] Historical data not found for symbol 'NINE' (404). [2025-10-09T00:07:30.522665] [FATAL] [sig ] NINE: No historical data fetched. [2025-10-09T00:07:30.522755] [WARN ] [sig ] [1392/2211] Failed NINE after 0.0s | 4.51 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.522826] [INFO ] [sig ] [1393/2211] Forecasting NIO... [2025-10-09T00:07:30.522913] [INFO ] [sig ] Generating forecast for: NIO [2025-10-09T00:07:30.523012] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIO' from 'https://tdm.silogroup.org/data/derivative_storage/NIO.csv'. [2025-10-09T00:07:30.526698] [WARN ] [REMOTE ] Historical data not found for symbol 'NIO' (404). [2025-10-09T00:07:30.526877] [FATAL] [sig ] NIO: No historical data fetched. [2025-10-09T00:07:30.526963] [WARN ] [sig ] [1393/2211] Failed NIO after 0.0s | 4.51 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.527045] [INFO ] [sig ] [1394/2211] Forecasting NJR... [2025-10-09T00:07:30.527135] [INFO ] [sig ] Generating forecast for: NJR [2025-10-09T00:07:30.527235] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NJR' from 'https://tdm.silogroup.org/data/derivative_storage/NJR.csv'. [2025-10-09T00:07:30.530673] [WARN ] [REMOTE ] Historical data not found for symbol 'NJR' (404). [2025-10-09T00:07:30.530855] [FATAL] [sig ] NJR: No historical data fetched. [2025-10-09T00:07:30.530940] [WARN ] [sig ] [1394/2211] Failed NJR after 0.0s | 4.52 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.531021] [INFO ] [sig ] [1395/2211] Forecasting NKX... [2025-10-09T00:07:30.531107] [INFO ] [sig ] Generating forecast for: NKX [2025-10-09T00:07:30.531244] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NKX' from 'https://tdm.silogroup.org/data/derivative_storage/NKX.csv'. [2025-10-09T00:07:30.540038] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NKX'. [2025-10-09T00:07:30.540354] [INFO ] [FORECASTER] Starting predict_future for NKX [2025-10-09T00:07:30.565807] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:30.566606] [DEBUG] [LOCAL ] No optimal features file found for NKX: ./output/feature-sets/NKX.txt [2025-10-09T00:07:30.566705] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:30.566758] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:30.566832] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:30.566929] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:30.584695] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:30.585332] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:30.585437] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:30.585519] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:30.622153] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:30.622309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:30.622353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:30.622387] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:30.625859] [DEBUG] [FORECASTER] NKX: Forecast T+1@11:T+2@11: DOWN (p=3.20%) [2025-10-09T00:07:30.626147] [INFO ] [FORECASTER] Completed predict_future for NKX [2025-10-09T00:07:30.626286] [INFO ] [sig ] NKX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:30.766706] [INFO ] [LOCAL ] Saved forecast: NKX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NKX.txt [2025-10-09T00:07:30.766967] [WARN ] [sig ] [1395/2211] Failed NKX after 0.2s | 4.52 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.767048] [INFO ] [sig ] [1396/2211] Forecasting NLOP... [2025-10-09T00:07:30.767118] [INFO ] [sig ] Generating forecast for: NLOP [2025-10-09T00:07:30.767251] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NLOP' from 'https://tdm.silogroup.org/data/derivative_storage/NLOP.csv'. [2025-10-09T00:07:30.772132] [WARN ] [REMOTE ] Historical data not found for symbol 'NLOP' (404). [2025-10-09T00:07:30.772324] [FATAL] [sig ] NLOP: No historical data fetched. [2025-10-09T00:07:30.772415] [WARN ] [sig ] [1396/2211] Failed NLOP after 0.0s | 4.52 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.772500] [INFO ] [sig ] [1397/2211] Forecasting NLY... [2025-10-09T00:07:30.772585] [INFO ] [sig ] Generating forecast for: NLY [2025-10-09T00:07:30.772690] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NLY' from 'https://tdm.silogroup.org/data/derivative_storage/NLY.csv'. [2025-10-09T00:07:30.776143] [WARN ] [REMOTE ] Historical data not found for symbol 'NLY' (404). [2025-10-09T00:07:30.776327] [FATAL] [sig ] NLY: No historical data fetched. [2025-10-09T00:07:30.776422] [WARN ] [sig ] [1397/2211] Failed NLY after 0.0s | 4.52 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.776509] [INFO ] [sig ] [1398/2211] Forecasting NMAI... [2025-10-09T00:07:30.776592] [INFO ] [sig ] Generating forecast for: NMAI [2025-10-09T00:07:30.776697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMAI' from 'https://tdm.silogroup.org/data/derivative_storage/NMAI.csv'. [2025-10-09T00:07:30.780396] [WARN ] [REMOTE ] Historical data not found for symbol 'NMAI' (404). [2025-10-09T00:07:30.780575] [FATAL] [sig ] NMAI: No historical data fetched. [2025-10-09T00:07:30.780683] [WARN ] [sig ] [1398/2211] Failed NMAI after 0.0s | 4.53 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.780790] [INFO ] [sig ] [1399/2211] Forecasting NMCO... [2025-10-09T00:07:30.780863] [INFO ] [sig ] Generating forecast for: NMCO [2025-10-09T00:07:30.780957] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMCO' from 'https://tdm.silogroup.org/data/derivative_storage/NMCO.csv'. [2025-10-09T00:07:30.784262] [WARN ] [REMOTE ] Historical data not found for symbol 'NMCO' (404). [2025-10-09T00:07:30.784444] [FATAL] [sig ] NMCO: No historical data fetched. [2025-10-09T00:07:30.784531] [WARN ] [sig ] [1399/2211] Failed NMCO after 0.0s | 4.53 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.784616] [INFO ] [sig ] [1400/2211] Forecasting NMG... [2025-10-09T00:07:30.784722] [INFO ] [sig ] Generating forecast for: NMG [2025-10-09T00:07:30.784815] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMG' from 'https://tdm.silogroup.org/data/derivative_storage/NMG.csv'. [2025-10-09T00:07:30.788045] [WARN ] [REMOTE ] Historical data not found for symbol 'NMG' (404). [2025-10-09T00:07:30.788228] [FATAL] [sig ] NMG: No historical data fetched. [2025-10-09T00:07:30.788314] [WARN ] [sig ] [1400/2211] Failed NMG after 0.0s | 4.53 sym/s | Total: 5.1m | ETA: 3.0m [2025-10-09T00:07:30.788399] [INFO ] [sig ] [1401/2211] Forecasting NMI... [2025-10-09T00:07:30.788482] [INFO ] [sig ] Generating forecast for: NMI [2025-10-09T00:07:30.788561] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMI' from 'https://tdm.silogroup.org/data/derivative_storage/NMI.csv'. [2025-10-09T00:07:30.796285] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NMI'. [2025-10-09T00:07:30.796585] [INFO ] [FORECASTER] Starting predict_future for NMI [2025-10-09T00:07:30.822941] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:30.823808] [DEBUG] [LOCAL ] No optimal features file found for NMI: ./output/feature-sets/NMI.txt [2025-10-09T00:07:30.823884] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:30.823956] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:30.824036] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:30.824184] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:30.841763] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:30.842377] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:30.842481] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:30.842562] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:30.880269] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:30.880370] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:30.880412] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:30.880444] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:30.884018] [DEBUG] [FORECASTER] NMI: Forecast T+1@11:T+2@11: DOWN (p=7.63%) [2025-10-09T00:07:30.884313] [INFO ] [FORECASTER] Completed predict_future for NMI [2025-10-09T00:07:30.884459] [INFO ] [sig ] NMI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:31.024313] [INFO ] [LOCAL ] Saved forecast: NMI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NMI.txt [2025-10-09T00:07:31.024611] [WARN ] [sig ] [1401/2211] Failed NMI after 0.2s | 4.53 sym/s | Total: 5.2m | ETA: 3.0m [2025-10-09T00:07:31.024873] [INFO ] [sig ] [1402/2211] Forecasting NMM... [2025-10-09T00:07:31.024957] [INFO ] [sig ] Generating forecast for: NMM [2025-10-09T00:07:31.025043] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMM' from 'https://tdm.silogroup.org/data/derivative_storage/NMM.csv'. [2025-10-09T00:07:31.030313] [WARN ] [REMOTE ] Historical data not found for symbol 'NMM' (404). [2025-10-09T00:07:31.030773] [FATAL] [sig ] NMM: No historical data fetched. [2025-10-09T00:07:31.030893] [WARN ] [sig ] [1402/2211] Failed NMM after 0.0s | 4.54 sym/s | Total: 5.2m | ETA: 3.0m [2025-10-09T00:07:31.030988] [INFO ] [sig ] [1403/2211] Forecasting NMR... [2025-10-09T00:07:31.031074] [INFO ] [sig ] Generating forecast for: NMR [2025-10-09T00:07:31.031173] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMR' from 'https://tdm.silogroup.org/data/derivative_storage/NMR.csv'. [2025-10-09T00:07:31.036118] [WARN ] [REMOTE ] Historical data not found for symbol 'NMR' (404). [2025-10-09T00:07:31.036339] [FATAL] [sig ] NMR: No historical data fetched. [2025-10-09T00:07:31.036431] [WARN ] [sig ] [1403/2211] Failed NMR after 0.0s | 4.54 sym/s | Total: 5.2m | ETA: 3.0m [2025-10-09T00:07:31.036503] [INFO ] [sig ] [1404/2211] Forecasting NMS... [2025-10-09T00:07:31.036571] [INFO ] [sig ] Generating forecast for: NMS [2025-10-09T00:07:31.036662] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMS' from 'https://tdm.silogroup.org/data/derivative_storage/NMS.csv'. [2025-10-09T00:07:31.045424] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'NMS'. [2025-10-09T00:07:31.045708] [INFO ] [FORECASTER] Starting predict_future for NMS [2025-10-09T00:07:31.073338] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:31.074188] [DEBUG] [LOCAL ] No optimal features file found for NMS: ./output/feature-sets/NMS.txt [2025-10-09T00:07:31.074267] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:31.074340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:31.074409] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:31.074510] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:31.093506] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:31.094217] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:31.094324] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:31.094393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:31.129365] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:31.129466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:31.129508] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:31.129544] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:31.132749] [DEBUG] [FORECASTER] NMS: Forecast T+1@11:T+2@11: DOWN (p=26.08%) [2025-10-09T00:07:31.133078] [INFO ] [FORECASTER] Completed predict_future for NMS [2025-10-09T00:07:31.133237] [INFO ] [sig ] NMS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:31.277046] [INFO ] [LOCAL ] Saved forecast: NMS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NMS.txt [2025-10-09T00:07:31.277313] [WARN ] [sig ] [1404/2211] Failed NMS after 0.2s | 4.54 sym/s | Total: 5.2m | ETA: 3.0m [2025-10-09T00:07:31.277402] [INFO ] [sig ] [1405/2211] Forecasting NMT... [2025-10-09T00:07:31.277474] [INFO ] [sig ] Generating forecast for: NMT [2025-10-09T00:07:31.277546] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMT' from 'https://tdm.silogroup.org/data/derivative_storage/NMT.csv'. [2025-10-09T00:07:31.287282] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NMT'. [2025-10-09T00:07:31.287620] [INFO ] [FORECASTER] Starting predict_future for NMT [2025-10-09T00:07:31.314324] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:31.315166] [DEBUG] [LOCAL ] No optimal features file found for NMT: ./output/feature-sets/NMT.txt [2025-10-09T00:07:31.315244] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:31.315317] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:31.315404] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:31.315505] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:31.334489] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:31.335119] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:31.335226] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:31.335297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:31.370303] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:31.370425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:31.370468] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:31.370505] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:31.373975] [DEBUG] [FORECASTER] NMT: Forecast T+1@11:T+2@11: UP (p=83.20%) [2025-10-09T00:07:31.374346] [INFO ] [FORECASTER] Completed predict_future for NMT [2025-10-09T00:07:31.374530] [INFO ] [sig ] NMT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:31.524122] [INFO ] [LOCAL ] Saved forecast: NMT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NMT.txt [2025-10-09T00:07:31.524432] [WARN ] [sig ] [1405/2211] Failed NMT after 0.2s | 4.54 sym/s | Total: 5.2m | ETA: 3.0m [2025-10-09T00:07:31.524518] [INFO ] [sig ] [1406/2211] Forecasting NMZ... [2025-10-09T00:07:31.524589] [INFO ] [sig ] Generating forecast for: NMZ [2025-10-09T00:07:31.524688] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMZ' from 'https://tdm.silogroup.org/data/derivative_storage/NMZ.csv'. [2025-10-09T00:07:31.535728] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NMZ'. [2025-10-09T00:07:31.536054] [INFO ] [FORECASTER] Starting predict_future for NMZ [2025-10-09T00:07:31.561856] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:31.562696] [DEBUG] [LOCAL ] No optimal features file found for NMZ: ./output/feature-sets/NMZ.txt [2025-10-09T00:07:31.562775] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:31.562847] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:31.562930] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:31.563096] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:31.580864] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:31.581553] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:31.581684] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:31.581768] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:31.619890] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:31.620048] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:31.620098] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:31.620139] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:31.623678] [DEBUG] [FORECASTER] NMZ: Forecast T+1@11:T+2@11: UP (p=92.79%) [2025-10-09T00:07:31.623980] [INFO ] [FORECASTER] Completed predict_future for NMZ [2025-10-09T00:07:31.624122] [INFO ] [sig ] NMZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:31.765637] [INFO ] [LOCAL ] Saved forecast: NMZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NMZ.txt [2025-10-09T00:07:31.765915] [WARN ] [sig ] [1406/2211] Failed NMZ after 0.2s | 4.54 sym/s | Total: 5.2m | ETA: 3.0m [2025-10-09T00:07:31.766016] [INFO ] [sig ] [1407/2211] Forecasting NNI... [2025-10-09T00:07:31.766089] [INFO ] [sig ] Generating forecast for: NNI [2025-10-09T00:07:31.766160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NNI' from 'https://tdm.silogroup.org/data/derivative_storage/NNI.csv'. [2025-10-09T00:07:31.771066] [WARN ] [REMOTE ] Historical data not found for symbol 'NNI' (404). [2025-10-09T00:07:31.771260] [FATAL] [sig ] NNI: No historical data fetched. [2025-10-09T00:07:31.771365] [WARN ] [sig ] [1407/2211] Failed NNI after 0.0s | 4.54 sym/s | Total: 5.2m | ETA: 3.0m [2025-10-09T00:07:31.771439] [INFO ] [sig ] [1408/2211] Forecasting NNN... [2025-10-09T00:07:31.771522] [INFO ] [sig ] Generating forecast for: NNN [2025-10-09T00:07:31.771592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NNN' from 'https://tdm.silogroup.org/data/derivative_storage/NNN.csv'. [2025-10-09T00:07:31.775029] [WARN ] [REMOTE ] Historical data not found for symbol 'NNN' (404). [2025-10-09T00:07:31.775199] [FATAL] [sig ] NNN: No historical data fetched. [2025-10-09T00:07:31.775300] [WARN ] [sig ] [1408/2211] Failed NNN after 0.0s | 4.54 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:31.775373] [INFO ] [sig ] [1409/2211] Forecasting NNY... [2025-10-09T00:07:31.775455] [INFO ] [sig ] Generating forecast for: NNY [2025-10-09T00:07:31.775528] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NNY' from 'https://tdm.silogroup.org/data/derivative_storage/NNY.csv'. [2025-10-09T00:07:31.783756] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NNY'. [2025-10-09T00:07:31.784094] [INFO ] [FORECASTER] Starting predict_future for NNY [2025-10-09T00:07:31.811632] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:31.812483] [DEBUG] [LOCAL ] No optimal features file found for NNY: ./output/feature-sets/NNY.txt [2025-10-09T00:07:31.812562] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:31.812634] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:31.812727] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:31.812840] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:31.830448] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:31.831090] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:31.831196] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:31.831265] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:31.865316] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:31.865443] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:31.865486] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:31.865519] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:31.868843] [DEBUG] [FORECASTER] NNY: Forecast T+1@11:T+2@11: DOWN (p=12.12%) [2025-10-09T00:07:31.869126] [INFO ] [FORECASTER] Completed predict_future for NNY [2025-10-09T00:07:31.869299] [INFO ] [sig ] NNY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:32.014091] [INFO ] [LOCAL ] Saved forecast: NNY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NNY.txt [2025-10-09T00:07:32.014430] [WARN ] [sig ] [1409/2211] Failed NNY after 0.2s | 4.54 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.014513] [INFO ] [sig ] [1410/2211] Forecasting NOA... [2025-10-09T00:07:32.014599] [INFO ] [sig ] Generating forecast for: NOA [2025-10-09T00:07:32.014712] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOA' from 'https://tdm.silogroup.org/data/derivative_storage/NOA.csv'. [2025-10-09T00:07:32.019398] [WARN ] [REMOTE ] Historical data not found for symbol 'NOA' (404). [2025-10-09T00:07:32.019619] [FATAL] [sig ] NOA: No historical data fetched. [2025-10-09T00:07:32.019744] [WARN ] [sig ] [1410/2211] Failed NOA after 0.0s | 4.55 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.019816] [INFO ] [sig ] [1411/2211] Forecasting NOAH... [2025-10-09T00:07:32.019885] [INFO ] [sig ] Generating forecast for: NOAH [2025-10-09T00:07:32.019953] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOAH' from 'https://tdm.silogroup.org/data/derivative_storage/NOAH.csv'. [2025-10-09T00:07:32.023889] [WARN ] [REMOTE ] Historical data not found for symbol 'NOAH' (404). [2025-10-09T00:07:32.024104] [FATAL] [sig ] NOAH: No historical data fetched. [2025-10-09T00:07:32.024213] [WARN ] [sig ] [1411/2211] Failed NOAH after 0.0s | 4.55 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.024310] [INFO ] [sig ] [1412/2211] Forecasting NOC... [2025-10-09T00:07:32.024394] [INFO ] [sig ] Generating forecast for: NOC [2025-10-09T00:07:32.024498] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOC' from 'https://tdm.silogroup.org/data/derivative_storage/NOC.csv'. [2025-10-09T00:07:32.028197] [WARN ] [REMOTE ] Historical data not found for symbol 'NOC' (404). [2025-10-09T00:07:32.028427] [FATAL] [sig ] NOC: No historical data fetched. [2025-10-09T00:07:32.028519] [WARN ] [sig ] [1412/2211] Failed NOC after 0.0s | 4.55 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.028605] [INFO ] [sig ] [1413/2211] Forecasting NOG... [2025-10-09T00:07:32.028715] [INFO ] [sig ] Generating forecast for: NOG [2025-10-09T00:07:32.028801] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOG' from 'https://tdm.silogroup.org/data/derivative_storage/NOG.csv'. [2025-10-09T00:07:32.032430] [WARN ] [REMOTE ] Historical data not found for symbol 'NOG' (404). [2025-10-09T00:07:32.032617] [FATAL] [sig ] NOG: No historical data fetched. [2025-10-09T00:07:32.032732] [WARN ] [sig ] [1413/2211] Failed NOG after 0.0s | 4.56 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.032805] [INFO ] [sig ] [1414/2211] Forecasting NOK... [2025-10-09T00:07:32.032920] [INFO ] [sig ] Generating forecast for: NOK [2025-10-09T00:07:32.032995] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOK' from 'https://tdm.silogroup.org/data/derivative_storage/NOK.csv'. [2025-10-09T00:07:32.036439] [WARN ] [REMOTE ] Historical data not found for symbol 'NOK' (404). [2025-10-09T00:07:32.036621] [FATAL] [sig ] NOK: No historical data fetched. [2025-10-09T00:07:32.036735] [WARN ] [sig ] [1414/2211] Failed NOK after 0.0s | 4.56 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.036824] [INFO ] [sig ] [1415/2211] Forecasting NOMD... [2025-10-09T00:07:32.036893] [INFO ] [sig ] Generating forecast for: NOMD [2025-10-09T00:07:32.036963] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOMD' from 'https://tdm.silogroup.org/data/derivative_storage/NOMD.csv'. [2025-10-09T00:07:32.040447] [WARN ] [REMOTE ] Historical data not found for symbol 'NOMD' (404). [2025-10-09T00:07:32.040628] [FATAL] [sig ] NOMD: No historical data fetched. [2025-10-09T00:07:32.040740] [WARN ] [sig ] [1415/2211] Failed NOMD after 0.0s | 4.56 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.040827] [INFO ] [sig ] [1416/2211] Forecasting NOTE... [2025-10-09T00:07:32.040911] [INFO ] [sig ] Generating forecast for: NOTE [2025-10-09T00:07:32.040993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOTE' from 'https://tdm.silogroup.org/data/derivative_storage/NOTE.csv'. [2025-10-09T00:07:32.044397] [WARN ] [REMOTE ] Historical data not found for symbol 'NOTE' (404). [2025-10-09T00:07:32.044583] [FATAL] [sig ] NOTE: No historical data fetched. [2025-10-09T00:07:32.044695] [WARN ] [sig ] [1416/2211] Failed NOTE after 0.0s | 4.57 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.044779] [INFO ] [sig ] [1417/2211] Forecasting NOV... [2025-10-09T00:07:32.044874] [INFO ] [sig ] Generating forecast for: NOV [2025-10-09T00:07:32.044960] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOV' from 'https://tdm.silogroup.org/data/derivative_storage/NOV.csv'. [2025-10-09T00:07:32.048291] [WARN ] [REMOTE ] Historical data not found for symbol 'NOV' (404). [2025-10-09T00:07:32.048473] [FATAL] [sig ] NOV: No historical data fetched. [2025-10-09T00:07:32.048560] [WARN ] [sig ] [1417/2211] Failed NOV after 0.0s | 4.57 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.048630] [INFO ] [sig ] [1418/2211] Forecasting NOW... [2025-10-09T00:07:32.048736] [INFO ] [sig ] Generating forecast for: NOW [2025-10-09T00:07:32.048806] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOW' from 'https://tdm.silogroup.org/data/derivative_storage/NOW.csv'. [2025-10-09T00:07:32.052153] [WARN ] [REMOTE ] Historical data not found for symbol 'NOW' (404). [2025-10-09T00:07:32.052322] [FATAL] [sig ] NOW: No historical data fetched. [2025-10-09T00:07:32.052408] [WARN ] [sig ] [1418/2211] Failed NOW after 0.0s | 4.57 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.052494] [INFO ] [sig ] [1419/2211] Forecasting NPCT... [2025-10-09T00:07:32.052576] [INFO ] [sig ] Generating forecast for: NPCT [2025-10-09T00:07:32.052704] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPCT' from 'https://tdm.silogroup.org/data/derivative_storage/NPCT.csv'. [2025-10-09T00:07:32.056284] [WARN ] [REMOTE ] Historical data not found for symbol 'NPCT' (404). [2025-10-09T00:07:32.056468] [FATAL] [sig ] NPCT: No historical data fetched. [2025-10-09T00:07:32.056554] [WARN ] [sig ] [1419/2211] Failed NPCT after 0.0s | 4.57 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.056626] [INFO ] [sig ] [1420/2211] Forecasting NPFD... [2025-10-09T00:07:32.056721] [INFO ] [sig ] Generating forecast for: NPFD [2025-10-09T00:07:32.056789] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPFD' from 'https://tdm.silogroup.org/data/derivative_storage/NPFD.csv'. [2025-10-09T00:07:32.060242] [WARN ] [REMOTE ] Historical data not found for symbol 'NPFD' (404). [2025-10-09T00:07:32.060418] [FATAL] [sig ] NPFD: No historical data fetched. [2025-10-09T00:07:32.060504] [WARN ] [sig ] [1420/2211] Failed NPFD after 0.0s | 4.58 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.060574] [INFO ] [sig ] [1421/2211] Forecasting NPK... [2025-10-09T00:07:32.060664] [INFO ] [sig ] Generating forecast for: NPK [2025-10-09T00:07:32.060736] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPK' from 'https://tdm.silogroup.org/data/derivative_storage/NPK.csv'. [2025-10-09T00:07:32.064077] [WARN ] [REMOTE ] Historical data not found for symbol 'NPK' (404). [2025-10-09T00:07:32.064245] [FATAL] [sig ] NPK: No historical data fetched. [2025-10-09T00:07:32.064332] [WARN ] [sig ] [1421/2211] Failed NPK after 0.0s | 4.58 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.064404] [INFO ] [sig ] [1422/2211] Forecasting NPO... [2025-10-09T00:07:32.064473] [INFO ] [sig ] Generating forecast for: NPO [2025-10-09T00:07:32.064542] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPO' from 'https://tdm.silogroup.org/data/derivative_storage/NPO.csv'. [2025-10-09T00:07:32.067991] [WARN ] [REMOTE ] Historical data not found for symbol 'NPO' (404). [2025-10-09T00:07:32.068161] [FATAL] [sig ] NPO: No historical data fetched. [2025-10-09T00:07:32.068247] [WARN ] [sig ] [1422/2211] Failed NPO after 0.0s | 4.58 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.068319] [INFO ] [sig ] [1423/2211] Forecasting NPV... [2025-10-09T00:07:32.068390] [INFO ] [sig ] Generating forecast for: NPV [2025-10-09T00:07:32.068475] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPV' from 'https://tdm.silogroup.org/data/derivative_storage/NPV.csv'. [2025-10-09T00:07:32.077957] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NPV'. [2025-10-09T00:07:32.078318] [INFO ] [FORECASTER] Starting predict_future for NPV [2025-10-09T00:07:32.104184] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:32.105017] [DEBUG] [LOCAL ] No optimal features file found for NPV: ./output/feature-sets/NPV.txt [2025-10-09T00:07:32.105095] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:32.105168] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:32.105254] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:32.105354] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:32.123052] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:32.123625] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:32.123750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:32.123820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:32.158524] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:32.158699] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:32.158767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:32.158806] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:32.162427] [DEBUG] [FORECASTER] NPV: Forecast T+1@11:T+2@11: UP (p=98.00%) [2025-10-09T00:07:32.162770] [INFO ] [FORECASTER] Completed predict_future for NPV [2025-10-09T00:07:32.162940] [INFO ] [sig ] NPV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:32.306894] [INFO ] [LOCAL ] Saved forecast: NPV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NPV.txt [2025-10-09T00:07:32.307194] [WARN ] [sig ] [1423/2211] Failed NPV after 0.2s | 4.58 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.307276] [INFO ] [sig ] [1424/2211] Forecasting NPWR... [2025-10-09T00:07:32.307345] [INFO ] [sig ] Generating forecast for: NPWR [2025-10-09T00:07:32.307413] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPWR' from 'https://tdm.silogroup.org/data/derivative_storage/NPWR.csv'. [2025-10-09T00:07:32.312052] [WARN ] [REMOTE ] Historical data not found for symbol 'NPWR' (404). [2025-10-09T00:07:32.312237] [FATAL] [sig ] NPWR: No historical data fetched. [2025-10-09T00:07:32.312324] [WARN ] [sig ] [1424/2211] Failed NPWR after 0.0s | 4.59 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.312395] [INFO ] [sig ] [1425/2211] Forecasting NQP... [2025-10-09T00:07:32.312463] [INFO ] [sig ] Generating forecast for: NQP [2025-10-09T00:07:32.312529] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NQP' from 'https://tdm.silogroup.org/data/derivative_storage/NQP.csv'. [2025-10-09T00:07:32.321715] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NQP'. [2025-10-09T00:07:32.322026] [INFO ] [FORECASTER] Starting predict_future for NQP [2025-10-09T00:07:32.347148] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:32.347920] [DEBUG] [LOCAL ] No optimal features file found for NQP: ./output/feature-sets/NQP.txt [2025-10-09T00:07:32.348004] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:32.348075] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:32.348145] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:32.348243] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:32.365877] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:32.366464] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:32.366567] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:32.366637] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:32.398587] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:32.398737] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:32.398794] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:32.398829] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:32.402134] [DEBUG] [FORECASTER] NQP: Forecast T+1@11:T+2@11: DOWN (p=42.31%) [2025-10-09T00:07:32.402429] [INFO ] [FORECASTER] Completed predict_future for NQP [2025-10-09T00:07:32.402565] [INFO ] [sig ] NQP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:32.542937] [INFO ] [LOCAL ] Saved forecast: NQP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NQP.txt [2025-10-09T00:07:32.543190] [WARN ] [sig ] [1425/2211] Failed NQP after 0.2s | 4.59 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.543268] [INFO ] [sig ] [1426/2211] Forecasting NRDY... [2025-10-09T00:07:32.543337] [INFO ] [sig ] Generating forecast for: NRDY [2025-10-09T00:07:32.543408] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRDY' from 'https://tdm.silogroup.org/data/derivative_storage/NRDY.csv'. [2025-10-09T00:07:32.547999] [WARN ] [REMOTE ] Historical data not found for symbol 'NRDY' (404). [2025-10-09T00:07:32.548182] [FATAL] [sig ] NRDY: No historical data fetched. [2025-10-09T00:07:32.548275] [WARN ] [sig ] [1426/2211] Failed NRDY after 0.0s | 4.59 sym/s | Total: 5.2m | ETA: 2.9m [2025-10-09T00:07:32.548348] [INFO ] [sig ] [1427/2211] Forecasting NREF... [2025-10-09T00:07:32.548417] [INFO ] [sig ] Generating forecast for: NREF [2025-10-09T00:07:32.548484] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NREF' from 'https://tdm.silogroup.org/data/derivative_storage/NREF.csv'. [2025-10-09T00:07:32.552089] [WARN ] [REMOTE ] Historical data not found for symbol 'NREF' (404). [2025-10-09T00:07:32.552261] [FATAL] [sig ] NREF: No historical data fetched. [2025-10-09T00:07:32.552346] [WARN ] [sig ] [1427/2211] Failed NREF after 0.0s | 4.59 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.552417] [INFO ] [sig ] [1428/2211] Forecasting NRG... [2025-10-09T00:07:32.552482] [INFO ] [sig ] Generating forecast for: NRG [2025-10-09T00:07:32.552549] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRG' from 'https://tdm.silogroup.org/data/derivative_storage/NRG.csv'. [2025-10-09T00:07:32.555854] [WARN ] [REMOTE ] Historical data not found for symbol 'NRG' (404). [2025-10-09T00:07:32.556023] [FATAL] [sig ] NRG: No historical data fetched. [2025-10-09T00:07:32.556105] [WARN ] [sig ] [1428/2211] Failed NRG after 0.0s | 4.60 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.556179] [INFO ] [sig ] [1429/2211] Forecasting NRGV... [2025-10-09T00:07:32.556244] [INFO ] [sig ] Generating forecast for: NRGV [2025-10-09T00:07:32.556309] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRGV' from 'https://tdm.silogroup.org/data/derivative_storage/NRGV.csv'. [2025-10-09T00:07:32.559613] [WARN ] [REMOTE ] Historical data not found for symbol 'NRGV' (404). [2025-10-09T00:07:32.559807] [FATAL] [sig ] NRGV: No historical data fetched. [2025-10-09T00:07:32.559892] [WARN ] [sig ] [1429/2211] Failed NRGV after 0.0s | 4.60 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.559975] [INFO ] [sig ] [1430/2211] Forecasting NRK... [2025-10-09T00:07:32.560056] [INFO ] [sig ] Generating forecast for: NRK [2025-10-09T00:07:32.560145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRK' from 'https://tdm.silogroup.org/data/derivative_storage/NRK.csv'. [2025-10-09T00:07:32.569538] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NRK'. [2025-10-09T00:07:32.569902] [INFO ] [FORECASTER] Starting predict_future for NRK [2025-10-09T00:07:32.595407] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:32.596257] [DEBUG] [LOCAL ] No optimal features file found for NRK: ./output/feature-sets/NRK.txt [2025-10-09T00:07:32.596334] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:32.596417] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:32.596497] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:32.596618] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:32.614423] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:32.615051] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:32.615152] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:32.615249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:32.641246] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:32.641346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:32.641386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:32.641420] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:32.644547] [DEBUG] [FORECASTER] NRK: Forecast T+1@11:T+2@11: DOWN (p=48.39%) [2025-10-09T00:07:32.644851] [INFO ] [FORECASTER] Completed predict_future for NRK [2025-10-09T00:07:32.644991] [INFO ] [sig ] NRK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:32.785521] [INFO ] [LOCAL ] Saved forecast: NRK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NRK.txt [2025-10-09T00:07:32.785803] [WARN ] [sig ] [1430/2211] Failed NRK after 0.2s | 4.60 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.785884] [INFO ] [sig ] [1431/2211] Forecasting NRP... [2025-10-09T00:07:32.785954] [INFO ] [sig ] Generating forecast for: NRP [2025-10-09T00:07:32.786021] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRP' from 'https://tdm.silogroup.org/data/derivative_storage/NRP.csv'. [2025-10-09T00:07:32.790386] [WARN ] [REMOTE ] Historical data not found for symbol 'NRP' (404). [2025-10-09T00:07:32.790563] [FATAL] [sig ] NRP: No historical data fetched. [2025-10-09T00:07:32.790676] [WARN ] [sig ] [1431/2211] Failed NRP after 0.0s | 4.60 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.790750] [INFO ] [sig ] [1432/2211] Forecasting NRT... [2025-10-09T00:07:32.790818] [INFO ] [sig ] Generating forecast for: NRT [2025-10-09T00:07:32.790884] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRT' from 'https://tdm.silogroup.org/data/derivative_storage/NRT.csv'. [2025-10-09T00:07:32.794283] [WARN ] [REMOTE ] Historical data not found for symbol 'NRT' (404). [2025-10-09T00:07:32.794449] [FATAL] [sig ] NRT: No historical data fetched. [2025-10-09T00:07:32.794535] [WARN ] [sig ] [1432/2211] Failed NRT after 0.0s | 4.61 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.794621] [INFO ] [sig ] [1433/2211] Forecasting NRUC... [2025-10-09T00:07:32.794722] [INFO ] [sig ] Generating forecast for: NRUC [2025-10-09T00:07:32.794810] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRUC' from 'https://tdm.silogroup.org/data/derivative_storage/NRUC.csv'. [2025-10-09T00:07:32.798074] [WARN ] [REMOTE ] Historical data not found for symbol 'NRUC' (404). [2025-10-09T00:07:32.798252] [FATAL] [sig ] NRUC: No historical data fetched. [2025-10-09T00:07:32.798338] [WARN ] [sig ] [1433/2211] Failed NRUC after 0.0s | 4.61 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.798423] [INFO ] [sig ] [1434/2211] Forecasting NSA... [2025-10-09T00:07:32.798505] [INFO ] [sig ] Generating forecast for: NSA [2025-10-09T00:07:32.798586] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NSA' from 'https://tdm.silogroup.org/data/derivative_storage/NSA.csv'. [2025-10-09T00:07:32.802142] [WARN ] [REMOTE ] Historical data not found for symbol 'NSA' (404). [2025-10-09T00:07:32.802321] [FATAL] [sig ] NSA: No historical data fetched. [2025-10-09T00:07:32.802405] [WARN ] [sig ] [1434/2211] Failed NSA after 0.0s | 4.61 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.802476] [INFO ] [sig ] [1435/2211] Forecasting NSC... [2025-10-09T00:07:32.802544] [INFO ] [sig ] Generating forecast for: NSC [2025-10-09T00:07:32.802610] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NSC' from 'https://tdm.silogroup.org/data/derivative_storage/NSC.csv'. [2025-10-09T00:07:32.805915] [WARN ] [REMOTE ] Historical data not found for symbol 'NSC' (404). [2025-10-09T00:07:32.806082] [FATAL] [sig ] NSC: No historical data fetched. [2025-10-09T00:07:32.806169] [WARN ] [sig ] [1435/2211] Failed NSC after 0.0s | 4.62 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.806275] [INFO ] [sig ] [1436/2211] Forecasting NSP... [2025-10-09T00:07:32.806347] [INFO ] [sig ] Generating forecast for: NSP [2025-10-09T00:07:32.806424] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NSP' from 'https://tdm.silogroup.org/data/derivative_storage/NSP.csv'. [2025-10-09T00:07:32.809751] [WARN ] [REMOTE ] Historical data not found for symbol 'NSP' (404). [2025-10-09T00:07:32.809926] [FATAL] [sig ] NSP: No historical data fetched. [2025-10-09T00:07:32.810013] [WARN ] [sig ] [1436/2211] Failed NSP after 0.0s | 4.62 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.810093] [INFO ] [sig ] [1437/2211] Forecasting NTB... [2025-10-09T00:07:32.810174] [INFO ] [sig ] Generating forecast for: NTB [2025-10-09T00:07:32.810261] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NTB' from 'https://tdm.silogroup.org/data/derivative_storage/NTB.csv'. [2025-10-09T00:07:32.813604] [WARN ] [REMOTE ] Historical data not found for symbol 'NTB' (404). [2025-10-09T00:07:32.813807] [FATAL] [sig ] NTB: No historical data fetched. [2025-10-09T00:07:32.813894] [WARN ] [sig ] [1437/2211] Failed NTB after 0.0s | 4.62 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.813967] [INFO ] [sig ] [1438/2211] Forecasting NTR... [2025-10-09T00:07:32.814036] [INFO ] [sig ] Generating forecast for: NTR [2025-10-09T00:07:32.814102] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NTR' from 'https://tdm.silogroup.org/data/derivative_storage/NTR.csv'. [2025-10-09T00:07:32.817331] [WARN ] [REMOTE ] Historical data not found for symbol 'NTR' (404). [2025-10-09T00:07:32.817497] [FATAL] [sig ] NTR: No historical data fetched. [2025-10-09T00:07:32.817579] [WARN ] [sig ] [1438/2211] Failed NTR after 0.0s | 4.62 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.817673] [INFO ] [sig ] [1439/2211] Forecasting NTST... [2025-10-09T00:07:32.817741] [INFO ] [sig ] Generating forecast for: NTST [2025-10-09T00:07:32.817814] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NTST' from 'https://tdm.silogroup.org/data/derivative_storage/NTST.csv'. [2025-10-09T00:07:32.821085] [WARN ] [REMOTE ] Historical data not found for symbol 'NTST' (404). [2025-10-09T00:07:32.821249] [FATAL] [sig ] NTST: No historical data fetched. [2025-10-09T00:07:32.821334] [WARN ] [sig ] [1439/2211] Failed NTST after 0.0s | 4.63 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.821407] [INFO ] [sig ] [1440/2211] Forecasting NU... [2025-10-09T00:07:32.821472] [INFO ] [sig ] Generating forecast for: NU [2025-10-09T00:07:32.821538] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NU' from 'https://tdm.silogroup.org/data/derivative_storage/NU.csv'. [2025-10-09T00:07:32.825169] [WARN ] [REMOTE ] Historical data not found for symbol 'NU' (404). [2025-10-09T00:07:32.825335] [FATAL] [sig ] NU: No historical data fetched. [2025-10-09T00:07:32.825419] [WARN ] [sig ] [1440/2211] Failed NU after 0.0s | 4.63 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.825497] [INFO ] [sig ] [1441/2211] Forecasting NUS... [2025-10-09T00:07:32.825564] [INFO ] [sig ] Generating forecast for: NUS [2025-10-09T00:07:32.825630] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUS' from 'https://tdm.silogroup.org/data/derivative_storage/NUS.csv'. [2025-10-09T00:07:32.829174] [WARN ] [REMOTE ] Historical data not found for symbol 'NUS' (404). [2025-10-09T00:07:32.829363] [FATAL] [sig ] NUS: No historical data fetched. [2025-10-09T00:07:32.829450] [WARN ] [sig ] [1441/2211] Failed NUS after 0.0s | 4.63 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:32.829523] [INFO ] [sig ] [1442/2211] Forecasting NUV... [2025-10-09T00:07:32.829591] [INFO ] [sig ] Generating forecast for: NUV [2025-10-09T00:07:32.829688] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUV' from 'https://tdm.silogroup.org/data/derivative_storage/NUV.csv'. [2025-10-09T00:07:32.838408] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NUV'. [2025-10-09T00:07:32.838764] [INFO ] [FORECASTER] Starting predict_future for NUV [2025-10-09T00:07:32.864360] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:32.865162] [DEBUG] [LOCAL ] No optimal features file found for NUV: ./output/feature-sets/NUV.txt [2025-10-09T00:07:32.865238] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:32.865321] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:32.865402] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:32.865556] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:32.883107] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:32.883755] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:32.883857] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:32.883940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:32.910947] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:32.911152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:32.911198] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:32.911232] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:32.915020] [DEBUG] [FORECASTER] NUV: Forecast T+1@11:T+2@11: UP (p=56.07%) [2025-10-09T00:07:32.915361] [INFO ] [FORECASTER] Completed predict_future for NUV [2025-10-09T00:07:32.915507] [INFO ] [sig ] NUV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:33.062088] [INFO ] [LOCAL ] Saved forecast: NUV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NUV.txt [2025-10-09T00:07:33.062333] [WARN ] [sig ] [1442/2211] Failed NUV after 0.2s | 4.63 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:33.062410] [INFO ] [sig ] [1443/2211] Forecasting NUVB... [2025-10-09T00:07:33.062515] [INFO ] [sig ] Generating forecast for: NUVB [2025-10-09T00:07:33.062585] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUVB' from 'https://tdm.silogroup.org/data/derivative_storage/NUVB.csv'. [2025-10-09T00:07:33.066903] [WARN ] [REMOTE ] Historical data not found for symbol 'NUVB' (404). [2025-10-09T00:07:33.067090] [FATAL] [sig ] NUVB: No historical data fetched. [2025-10-09T00:07:33.067182] [WARN ] [sig ] [1443/2211] Failed NUVB after 0.0s | 4.64 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:33.067254] [INFO ] [sig ] [1444/2211] Forecasting NUW... [2025-10-09T00:07:33.067319] [INFO ] [sig ] Generating forecast for: NUW [2025-10-09T00:07:33.067397] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUW' from 'https://tdm.silogroup.org/data/derivative_storage/NUW.csv'. [2025-10-09T00:07:33.076115] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NUW'. [2025-10-09T00:07:33.076437] [INFO ] [FORECASTER] Starting predict_future for NUW [2025-10-09T00:07:33.101630] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:33.102419] [DEBUG] [LOCAL ] No optimal features file found for NUW: ./output/feature-sets/NUW.txt [2025-10-09T00:07:33.102498] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:33.102568] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:33.102635] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:33.102752] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:33.120498] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:33.121117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:33.121220] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:33.121288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:33.145781] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:33.145893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:33.145937] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:33.145971] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:33.149047] [DEBUG] [FORECASTER] NUW: Forecast T+1@11:T+2@11: DOWN (p=6.54%) [2025-10-09T00:07:33.149358] [INFO ] [FORECASTER] Completed predict_future for NUW [2025-10-09T00:07:33.149494] [INFO ] [sig ] NUW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:33.289919] [INFO ] [LOCAL ] Saved forecast: NUW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NUW.txt [2025-10-09T00:07:33.290170] [WARN ] [sig ] [1444/2211] Failed NUW after 0.2s | 4.64 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:33.290247] [INFO ] [sig ] [1445/2211] Forecasting NVG... [2025-10-09T00:07:33.290317] [INFO ] [sig ] Generating forecast for: NVG [2025-10-09T00:07:33.290387] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVG' from 'https://tdm.silogroup.org/data/derivative_storage/NVG.csv'. [2025-10-09T00:07:33.300110] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NVG'. [2025-10-09T00:07:33.300432] [INFO ] [FORECASTER] Starting predict_future for NVG [2025-10-09T00:07:33.325726] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:33.326484] [DEBUG] [LOCAL ] No optimal features file found for NVG: ./output/feature-sets/NVG.txt [2025-10-09T00:07:33.326561] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:33.326630] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:33.326717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:33.326815] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:33.344717] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:33.345304] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:33.345405] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:33.345477] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:33.371418] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:33.371523] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:33.371566] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:33.371600] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:33.374780] [DEBUG] [FORECASTER] NVG: Forecast T+1@11:T+2@11: DOWN (p=29.27%) [2025-10-09T00:07:33.375083] [INFO ] [FORECASTER] Completed predict_future for NVG [2025-10-09T00:07:33.375211] [INFO ] [sig ] NVG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:33.518387] [INFO ] [LOCAL ] Saved forecast: NVG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NVG.txt [2025-10-09T00:07:33.518635] [WARN ] [sig ] [1445/2211] Failed NVG after 0.2s | 4.64 sym/s | Total: 5.2m | ETA: 2.8m [2025-10-09T00:07:33.518734] [INFO ] [sig ] [1446/2211] Forecasting NVGS... [2025-10-09T00:07:33.518805] [INFO ] [sig ] Generating forecast for: NVGS [2025-10-09T00:07:33.518872] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVGS' from 'https://tdm.silogroup.org/data/derivative_storage/NVGS.csv'. [2025-10-09T00:07:33.523276] [WARN ] [REMOTE ] Historical data not found for symbol 'NVGS' (404). [2025-10-09T00:07:33.523453] [FATAL] [sig ] NVGS: No historical data fetched. [2025-10-09T00:07:33.523539] [WARN ] [sig ] [1446/2211] Failed NVGS after 0.0s | 4.64 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.523611] [INFO ] [sig ] [1447/2211] Forecasting NVO... [2025-10-09T00:07:33.523701] [INFO ] [sig ] Generating forecast for: NVO [2025-10-09T00:07:33.523769] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVO' from 'https://tdm.silogroup.org/data/derivative_storage/NVO.csv'. [2025-10-09T00:07:33.527217] [WARN ] [REMOTE ] Historical data not found for symbol 'NVO' (404). [2025-10-09T00:07:33.527387] [FATAL] [sig ] NVO: No historical data fetched. [2025-10-09T00:07:33.527469] [WARN ] [sig ] [1447/2211] Failed NVO after 0.0s | 4.64 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.527542] [INFO ] [sig ] [1448/2211] Forecasting NVR... [2025-10-09T00:07:33.527610] [INFO ] [sig ] Generating forecast for: NVR [2025-10-09T00:07:33.527699] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVR' from 'https://tdm.silogroup.org/data/derivative_storage/NVR.csv'. [2025-10-09T00:07:33.531143] [WARN ] [REMOTE ] Historical data not found for symbol 'NVR' (404). [2025-10-09T00:07:33.531329] [FATAL] [sig ] NVR: No historical data fetched. [2025-10-09T00:07:33.531415] [WARN ] [sig ] [1448/2211] Failed NVR after 0.0s | 4.65 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.531490] [INFO ] [sig ] [1449/2211] Forecasting NVRI... [2025-10-09T00:07:33.531555] [INFO ] [sig ] Generating forecast for: NVRI [2025-10-09T00:07:33.531621] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVRI' from 'https://tdm.silogroup.org/data/derivative_storage/NVRI.csv'. [2025-10-09T00:07:33.534949] [WARN ] [REMOTE ] Historical data not found for symbol 'NVRI' (404). [2025-10-09T00:07:33.535115] [FATAL] [sig ] NVRI: No historical data fetched. [2025-10-09T00:07:33.535188] [WARN ] [sig ] [1449/2211] Failed NVRI after 0.0s | 4.65 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.535259] [INFO ] [sig ] [1450/2211] Forecasting NVS... [2025-10-09T00:07:33.535324] [INFO ] [sig ] Generating forecast for: NVS [2025-10-09T00:07:33.535389] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVS' from 'https://tdm.silogroup.org/data/derivative_storage/NVS.csv'. [2025-10-09T00:07:33.538920] [WARN ] [REMOTE ] Historical data not found for symbol 'NVS' (404). [2025-10-09T00:07:33.539092] [FATAL] [sig ] NVS: No historical data fetched. [2025-10-09T00:07:33.539177] [WARN ] [sig ] [1450/2211] Failed NVS after 0.0s | 4.65 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.539270] [INFO ] [sig ] [1451/2211] Forecasting NVST... [2025-10-09T00:07:33.539337] [INFO ] [sig ] Generating forecast for: NVST [2025-10-09T00:07:33.539411] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVST' from 'https://tdm.silogroup.org/data/derivative_storage/NVST.csv'. [2025-10-09T00:07:33.542800] [WARN ] [REMOTE ] Historical data not found for symbol 'NVST' (404). [2025-10-09T00:07:33.542965] [FATAL] [sig ] NVST: No historical data fetched. [2025-10-09T00:07:33.543046] [WARN ] [sig ] [1451/2211] Failed NVST after 0.0s | 4.66 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.543117] [INFO ] [sig ] [1452/2211] Forecasting NVT... [2025-10-09T00:07:33.543183] [INFO ] [sig ] Generating forecast for: NVT [2025-10-09T00:07:33.543261] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVT' from 'https://tdm.silogroup.org/data/derivative_storage/NVT.csv'. [2025-10-09T00:07:33.546669] [WARN ] [REMOTE ] Historical data not found for symbol 'NVT' (404). [2025-10-09T00:07:33.546840] [FATAL] [sig ] NVT: No historical data fetched. [2025-10-09T00:07:33.546923] [WARN ] [sig ] [1452/2211] Failed NVT after 0.0s | 4.66 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.547000] [INFO ] [sig ] [1453/2211] Forecasting NWG... [2025-10-09T00:07:33.547065] [INFO ] [sig ] Generating forecast for: NWG [2025-10-09T00:07:33.547137] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NWG' from 'https://tdm.silogroup.org/data/derivative_storage/NWG.csv'. [2025-10-09T00:07:33.550407] [WARN ] [REMOTE ] Historical data not found for symbol 'NWG' (404). [2025-10-09T00:07:33.550576] [FATAL] [sig ] NWG: No historical data fetched. [2025-10-09T00:07:33.550703] [WARN ] [sig ] [1453/2211] Failed NWG after 0.0s | 4.66 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.550854] [INFO ] [sig ] [1454/2211] Forecasting NWN... [2025-10-09T00:07:33.550927] [INFO ] [sig ] Generating forecast for: NWN [2025-10-09T00:07:33.551004] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NWN' from 'https://tdm.silogroup.org/data/derivative_storage/NWN.csv'. [2025-10-09T00:07:33.554403] [WARN ] [REMOTE ] Historical data not found for symbol 'NWN' (404). [2025-10-09T00:07:33.554580] [FATAL] [sig ] NWN: No historical data fetched. [2025-10-09T00:07:33.554692] [WARN ] [sig ] [1454/2211] Failed NWN after 0.0s | 4.67 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.554780] [INFO ] [sig ] [1455/2211] Forecasting NX... [2025-10-09T00:07:33.554873] [INFO ] [sig ] Generating forecast for: NX [2025-10-09T00:07:33.554961] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NX' from 'https://tdm.silogroup.org/data/derivative_storage/NX.csv'. [2025-10-09T00:07:33.558321] [WARN ] [REMOTE ] Historical data not found for symbol 'NX' (404). [2025-10-09T00:07:33.558492] [FATAL] [sig ] NX: No historical data fetched. [2025-10-09T00:07:33.558575] [WARN ] [sig ] [1455/2211] Failed NX after 0.0s | 4.67 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.558671] [INFO ] [sig ] [1456/2211] Forecasting NXC... [2025-10-09T00:07:33.558742] [INFO ] [sig ] Generating forecast for: NXC [2025-10-09T00:07:33.558808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXC' from 'https://tdm.silogroup.org/data/derivative_storage/NXC.csv'. [2025-10-09T00:07:33.567191] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NXC'. [2025-10-09T00:07:33.567480] [INFO ] [FORECASTER] Starting predict_future for NXC [2025-10-09T00:07:33.592903] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:33.593686] [DEBUG] [LOCAL ] No optimal features file found for NXC: ./output/feature-sets/NXC.txt [2025-10-09T00:07:33.593763] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:33.593833] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:33.593899] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:33.593996] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:33.611636] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:33.612231] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:33.612332] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:33.612400] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:33.637636] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:33.637752] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:33.637795] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:33.637829] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:33.640978] [DEBUG] [FORECASTER] NXC: Forecast T+1@11:T+2@11: DOWN (p=26.60%) [2025-10-09T00:07:33.641287] [INFO ] [FORECASTER] Completed predict_future for NXC [2025-10-09T00:07:33.641423] [INFO ] [sig ] NXC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:33.783706] [INFO ] [LOCAL ] Saved forecast: NXC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NXC.txt [2025-10-09T00:07:33.783945] [WARN ] [sig ] [1456/2211] Failed NXC after 0.2s | 4.67 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.784023] [INFO ] [sig ] [1457/2211] Forecasting NXDT... [2025-10-09T00:07:33.784099] [INFO ] [sig ] Generating forecast for: NXDT [2025-10-09T00:07:33.784170] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXDT' from 'https://tdm.silogroup.org/data/derivative_storage/NXDT.csv'. [2025-10-09T00:07:33.788483] [WARN ] [REMOTE ] Historical data not found for symbol 'NXDT' (404). [2025-10-09T00:07:33.788697] [FATAL] [sig ] NXDT: No historical data fetched. [2025-10-09T00:07:33.788818] [WARN ] [sig ] [1457/2211] Failed NXDT after 0.0s | 4.67 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.788891] [INFO ] [sig ] [1458/2211] Forecasting NXE... [2025-10-09T00:07:33.788958] [INFO ] [sig ] Generating forecast for: NXE [2025-10-09T00:07:33.789025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXE' from 'https://tdm.silogroup.org/data/derivative_storage/NXE.csv'. [2025-10-09T00:07:33.792613] [WARN ] [REMOTE ] Historical data not found for symbol 'NXE' (404). [2025-10-09T00:07:33.792803] [FATAL] [sig ] NXE: No historical data fetched. [2025-10-09T00:07:33.792895] [WARN ] [sig ] [1458/2211] Failed NXE after 0.0s | 4.67 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.792980] [INFO ] [sig ] [1459/2211] Forecasting NXG... [2025-10-09T00:07:33.793057] [INFO ] [sig ] Generating forecast for: NXG [2025-10-09T00:07:33.793134] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXG' from 'https://tdm.silogroup.org/data/derivative_storage/NXG.csv'. [2025-10-09T00:07:33.796426] [WARN ] [REMOTE ] Historical data not found for symbol 'NXG' (404). [2025-10-09T00:07:33.796604] [FATAL] [sig ] NXG: No historical data fetched. [2025-10-09T00:07:33.796713] [WARN ] [sig ] [1459/2211] Failed NXG after 0.0s | 4.68 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:33.796797] [INFO ] [sig ] [1460/2211] Forecasting NXJ... [2025-10-09T00:07:33.796875] [INFO ] [sig ] Generating forecast for: NXJ [2025-10-09T00:07:33.796954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXJ' from 'https://tdm.silogroup.org/data/derivative_storage/NXJ.csv'. [2025-10-09T00:07:33.806463] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NXJ'. [2025-10-09T00:07:33.806845] [INFO ] [FORECASTER] Starting predict_future for NXJ [2025-10-09T00:07:33.832439] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:33.833302] [DEBUG] [LOCAL ] No optimal features file found for NXJ: ./output/feature-sets/NXJ.txt [2025-10-09T00:07:33.833380] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:33.833462] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:33.833532] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:33.833683] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:33.851808] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:33.852398] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:33.852499] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:33.852579] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:33.879708] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:33.879822] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:33.879867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:33.879901] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:33.883097] [DEBUG] [FORECASTER] NXJ: Forecast T+1@11:T+2@11: UP (p=91.51%) [2025-10-09T00:07:33.883373] [INFO ] [FORECASTER] Completed predict_future for NXJ [2025-10-09T00:07:33.883502] [INFO ] [sig ] NXJ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:34.042238] [INFO ] [LOCAL ] Saved forecast: NXJ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NXJ.txt [2025-10-09T00:07:34.042547] [WARN ] [sig ] [1460/2211] Failed NXJ after 0.2s | 4.68 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:34.042625] [INFO ] [sig ] [1461/2211] Forecasting NXN... [2025-10-09T00:07:34.042763] [INFO ] [sig ] Generating forecast for: NXN [2025-10-09T00:07:34.042847] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXN' from 'https://tdm.silogroup.org/data/derivative_storage/NXN.csv'. [2025-10-09T00:07:34.051576] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NXN'. [2025-10-09T00:07:34.051916] [INFO ] [FORECASTER] Starting predict_future for NXN [2025-10-09T00:07:34.077063] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:34.077853] [DEBUG] [LOCAL ] No optimal features file found for NXN: ./output/feature-sets/NXN.txt [2025-10-09T00:07:34.077931] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:34.078001] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:34.078068] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:34.078170] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:34.095770] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:34.096382] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:34.096484] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:34.096553] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:34.122253] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:34.122349] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:34.122389] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:34.122423] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:34.125538] [DEBUG] [FORECASTER] NXN: Forecast T+1@11:T+2@11: DOWN (p=40.92%) [2025-10-09T00:07:34.125861] [INFO ] [FORECASTER] Completed predict_future for NXN [2025-10-09T00:07:34.126004] [INFO ] [sig ] NXN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:34.266886] [INFO ] [LOCAL ] Saved forecast: NXN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NXN.txt [2025-10-09T00:07:34.267122] [WARN ] [sig ] [1461/2211] Failed NXN after 0.2s | 4.68 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:34.267214] [INFO ] [sig ] [1462/2211] Forecasting NXP... [2025-10-09T00:07:34.267294] [INFO ] [sig ] Generating forecast for: NXP [2025-10-09T00:07:34.267376] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXP' from 'https://tdm.silogroup.org/data/derivative_storage/NXP.csv'. [2025-10-09T00:07:34.277075] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NXP'. [2025-10-09T00:07:34.277399] [INFO ] [FORECASTER] Starting predict_future for NXP [2025-10-09T00:07:34.303631] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:34.304406] [DEBUG] [LOCAL ] No optimal features file found for NXP: ./output/feature-sets/NXP.txt [2025-10-09T00:07:34.304483] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:34.304553] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:34.304620] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:34.304738] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:34.322446] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:34.323058] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:34.323159] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:34.323224] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:34.349017] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:34.349139] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:34.349181] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:34.349216] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:34.352489] [DEBUG] [FORECASTER] NXP: Forecast T+1@11:T+2@11: UP (p=91.73%) [2025-10-09T00:07:34.352998] [INFO ] [FORECASTER] Completed predict_future for NXP [2025-10-09T00:07:34.353149] [INFO ] [sig ] NXP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:34.495157] [INFO ] [LOCAL ] Saved forecast: NXP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/NXP.txt [2025-10-09T00:07:34.495416] [WARN ] [sig ] [1462/2211] Failed NXP after 0.2s | 4.68 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:34.495494] [INFO ] [sig ] [1463/2211] Forecasting NXRT... [2025-10-09T00:07:34.495563] [INFO ] [sig ] Generating forecast for: NXRT [2025-10-09T00:07:34.495630] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXRT' from 'https://tdm.silogroup.org/data/derivative_storage/NXRT.csv'. [2025-10-09T00:07:34.500165] [WARN ] [REMOTE ] Historical data not found for symbol 'NXRT' (404). [2025-10-09T00:07:34.500343] [FATAL] [sig ] NXRT: No historical data fetched. [2025-10-09T00:07:34.500435] [WARN ] [sig ] [1463/2211] Failed NXRT after 0.0s | 4.68 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:34.500516] [INFO ] [sig ] [1464/2211] Forecasting NYT... [2025-10-09T00:07:34.500594] [INFO ] [sig ] Generating forecast for: NYT [2025-10-09T00:07:34.500691] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NYT' from 'https://tdm.silogroup.org/data/derivative_storage/NYT.csv'. [2025-10-09T00:07:34.504133] [WARN ] [REMOTE ] Historical data not found for symbol 'NYT' (404). [2025-10-09T00:07:34.504310] [FATAL] [sig ] NYT: No historical data fetched. [2025-10-09T00:07:34.504397] [WARN ] [sig ] [1464/2211] Failed NYT after 0.0s | 4.68 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:34.504494] [INFO ] [sig ] [1465/2211] Forecasting NZF... [2025-10-09T00:07:34.504581] [INFO ] [sig ] Generating forecast for: NZF [2025-10-09T00:07:34.504692] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NZF' from 'https://tdm.silogroup.org/data/derivative_storage/NZF.csv'. [2025-10-09T00:07:34.513498] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'NZF'. [2025-10-09T00:07:34.513898] [INFO ] [FORECASTER] Starting predict_future for NZF [2025-10-09T00:07:34.539300] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:34.540107] [DEBUG] [LOCAL ] No optimal features file found for NZF: ./output/feature-sets/NZF.txt [2025-10-09T00:07:34.540185] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:34.540263] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:34.540337] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:34.540446] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:34.558252] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:34.558903] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:34.559009] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:34.559098] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:34.586080] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:34.586187] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:34.586229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:34.586263] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:34.589436] [DEBUG] [FORECASTER] NZF: Forecast T+1@11:T+2@11: DOWN (p=25.33%) [2025-10-09T00:07:34.589763] [INFO ] [FORECASTER] Completed predict_future for NZF [2025-10-09T00:07:34.589909] [INFO ] [sig ] NZF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:34.731974] [INFO ] [LOCAL ] Saved forecast: NZF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/NZF.txt [2025-10-09T00:07:34.732267] [WARN ] [sig ] [1465/2211] Failed NZF after 0.2s | 4.68 sym/s | Total: 5.2m | ETA: 2.7m [2025-10-09T00:07:34.732346] [INFO ] [sig ] [1466/2211] Forecasting OBDC... [2025-10-09T00:07:34.732416] [INFO ] [sig ] Generating forecast for: OBDC [2025-10-09T00:07:34.732487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OBDC' from 'https://tdm.silogroup.org/data/derivative_storage/OBDC.csv'. [2025-10-09T00:07:34.737175] [WARN ] [REMOTE ] Historical data not found for symbol 'OBDC' (404). [2025-10-09T00:07:34.737365] [FATAL] [sig ] OBDC: No historical data fetched. [2025-10-09T00:07:34.737456] [WARN ] [sig ] [1466/2211] Failed OBDC after 0.0s | 4.69 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.737528] [INFO ] [sig ] [1467/2211] Forecasting OBK... [2025-10-09T00:07:34.737596] [INFO ] [sig ] Generating forecast for: OBK [2025-10-09T00:07:34.737689] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OBK' from 'https://tdm.silogroup.org/data/derivative_storage/OBK.csv'. [2025-10-09T00:07:34.741117] [WARN ] [REMOTE ] Historical data not found for symbol 'OBK' (404). [2025-10-09T00:07:34.741294] [FATAL] [sig ] OBK: No historical data fetched. [2025-10-09T00:07:34.741382] [WARN ] [sig ] [1467/2211] Failed OBK after 0.0s | 4.69 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.741476] [INFO ] [sig ] [1468/2211] Forecasting OC... [2025-10-09T00:07:34.741561] [INFO ] [sig ] Generating forecast for: OC [2025-10-09T00:07:34.741679] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OC' from 'https://tdm.silogroup.org/data/derivative_storage/OC.csv'. [2025-10-09T00:07:34.745080] [WARN ] [REMOTE ] Historical data not found for symbol 'OC' (404). [2025-10-09T00:07:34.745266] [FATAL] [sig ] OC: No historical data fetched. [2025-10-09T00:07:34.745354] [WARN ] [sig ] [1468/2211] Failed OC after 0.0s | 4.69 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.745443] [INFO ] [sig ] [1469/2211] Forecasting OCFT... [2025-10-09T00:07:34.745530] [INFO ] [sig ] Generating forecast for: OCFT [2025-10-09T00:07:34.745616] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OCFT' from 'https://tdm.silogroup.org/data/derivative_storage/OCFT.csv'. [2025-10-09T00:07:34.749059] [WARN ] [REMOTE ] Historical data not found for symbol 'OCFT' (404). [2025-10-09T00:07:34.749237] [FATAL] [sig ] OCFT: No historical data fetched. [2025-10-09T00:07:34.749354] [WARN ] [sig ] [1469/2211] Failed OCFT after 0.0s | 4.70 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.749443] [INFO ] [sig ] [1470/2211] Forecasting ODC... [2025-10-09T00:07:34.749528] [INFO ] [sig ] Generating forecast for: ODC [2025-10-09T00:07:34.749614] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ODC' from 'https://tdm.silogroup.org/data/derivative_storage/ODC.csv'. [2025-10-09T00:07:34.753210] [WARN ] [REMOTE ] Historical data not found for symbol 'ODC' (404). [2025-10-09T00:07:34.753410] [FATAL] [sig ] ODC: No historical data fetched. [2025-10-09T00:07:34.753505] [WARN ] [sig ] [1470/2211] Failed ODC after 0.0s | 4.70 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.753595] [INFO ] [sig ] [1471/2211] Forecasting ODV... [2025-10-09T00:07:34.753724] [INFO ] [sig ] Generating forecast for: ODV [2025-10-09T00:07:34.753800] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ODV' from 'https://tdm.silogroup.org/data/derivative_storage/ODV.csv'. [2025-10-09T00:07:34.757246] [WARN ] [REMOTE ] Historical data not found for symbol 'ODV' (404). [2025-10-09T00:07:34.757434] [FATAL] [sig ] ODV: No historical data fetched. [2025-10-09T00:07:34.757526] [WARN ] [sig ] [1471/2211] Failed ODV after 0.0s | 4.70 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.757614] [INFO ] [sig ] [1472/2211] Forecasting OEC... [2025-10-09T00:07:34.757722] [INFO ] [sig ] Generating forecast for: OEC [2025-10-09T00:07:34.757802] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OEC' from 'https://tdm.silogroup.org/data/derivative_storage/OEC.csv'. [2025-10-09T00:07:34.761274] [WARN ] [REMOTE ] Historical data not found for symbol 'OEC' (404). [2025-10-09T00:07:34.761456] [FATAL] [sig ] OEC: No historical data fetched. [2025-10-09T00:07:34.761546] [WARN ] [sig ] [1472/2211] Failed OEC after 0.0s | 4.70 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.761619] [INFO ] [sig ] [1473/2211] Forecasting OFG... [2025-10-09T00:07:34.761724] [INFO ] [sig ] Generating forecast for: OFG [2025-10-09T00:07:34.761791] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OFG' from 'https://tdm.silogroup.org/data/derivative_storage/OFG.csv'. [2025-10-09T00:07:34.765142] [WARN ] [REMOTE ] Historical data not found for symbol 'OFG' (404). [2025-10-09T00:07:34.765349] [FATAL] [sig ] OFG: No historical data fetched. [2025-10-09T00:07:34.765436] [WARN ] [sig ] [1473/2211] Failed OFG after 0.0s | 4.71 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.765508] [INFO ] [sig ] [1474/2211] Forecasting OGE... [2025-10-09T00:07:34.765580] [INFO ] [sig ] Generating forecast for: OGE [2025-10-09T00:07:34.765672] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OGE' from 'https://tdm.silogroup.org/data/derivative_storage/OGE.csv'. [2025-10-09T00:07:34.769079] [WARN ] [REMOTE ] Historical data not found for symbol 'OGE' (404). [2025-10-09T00:07:34.769300] [FATAL] [sig ] OGE: No historical data fetched. [2025-10-09T00:07:34.769389] [WARN ] [sig ] [1474/2211] Failed OGE after 0.0s | 4.71 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.769483] [INFO ] [sig ] [1475/2211] Forecasting OGN... [2025-10-09T00:07:34.769572] [INFO ] [sig ] Generating forecast for: OGN [2025-10-09T00:07:34.769704] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OGN' from 'https://tdm.silogroup.org/data/derivative_storage/OGN.csv'. [2025-10-09T00:07:34.773783] [WARN ] [REMOTE ] Historical data not found for symbol 'OGN' (404). [2025-10-09T00:07:34.773968] [FATAL] [sig ] OGN: No historical data fetched. [2025-10-09T00:07:34.774057] [WARN ] [sig ] [1475/2211] Failed OGN after 0.0s | 4.71 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.774148] [INFO ] [sig ] [1476/2211] Forecasting OGS... [2025-10-09T00:07:34.774243] [INFO ] [sig ] Generating forecast for: OGS [2025-10-09T00:07:34.774331] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OGS' from 'https://tdm.silogroup.org/data/derivative_storage/OGS.csv'. [2025-10-09T00:07:34.777685] [WARN ] [REMOTE ] Historical data not found for symbol 'OGS' (404). [2025-10-09T00:07:34.777879] [FATAL] [sig ] OGS: No historical data fetched. [2025-10-09T00:07:34.777972] [WARN ] [sig ] [1476/2211] Failed OGS after 0.0s | 4.72 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.778046] [INFO ] [sig ] [1477/2211] Forecasting OHI... [2025-10-09T00:07:34.778119] [INFO ] [sig ] Generating forecast for: OHI [2025-10-09T00:07:34.778195] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OHI' from 'https://tdm.silogroup.org/data/derivative_storage/OHI.csv'. [2025-10-09T00:07:34.781750] [WARN ] [REMOTE ] Historical data not found for symbol 'OHI' (404). [2025-10-09T00:07:34.781933] [FATAL] [sig ] OHI: No historical data fetched. [2025-10-09T00:07:34.782022] [WARN ] [sig ] [1477/2211] Failed OHI after 0.0s | 4.72 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.782100] [INFO ] [sig ] [1478/2211] Forecasting OI... [2025-10-09T00:07:34.782185] [INFO ] [sig ] Generating forecast for: OI [2025-10-09T00:07:34.782277] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OI' from 'https://tdm.silogroup.org/data/derivative_storage/OI.csv'. [2025-10-09T00:07:34.785596] [WARN ] [REMOTE ] Historical data not found for symbol 'OI' (404). [2025-10-09T00:07:34.785792] [FATAL] [sig ] OI: No historical data fetched. [2025-10-09T00:07:34.785885] [WARN ] [sig ] [1478/2211] Failed OI after 0.0s | 4.72 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:34.785962] [INFO ] [sig ] [1479/2211] Forecasting OIA... [2025-10-09T00:07:34.786036] [INFO ] [sig ] Generating forecast for: OIA [2025-10-09T00:07:34.786112] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OIA' from 'https://tdm.silogroup.org/data/derivative_storage/OIA.csv'. [2025-10-09T00:07:34.794690] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'OIA'. [2025-10-09T00:07:34.795113] [INFO ] [FORECASTER] Starting predict_future for OIA [2025-10-09T00:07:34.820429] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:34.821236] [DEBUG] [LOCAL ] No optimal features file found for OIA: ./output/feature-sets/OIA.txt [2025-10-09T00:07:34.821315] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:34.821391] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:34.821464] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:34.821570] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:34.839046] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:34.839694] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:34.839798] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:34.839873] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:34.874263] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:34.874484] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:34.874536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:34.874571] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:34.878391] [DEBUG] [FORECASTER] OIA: Forecast T+1@11:T+2@11: UP (p=83.65%) [2025-10-09T00:07:34.878798] [INFO ] [FORECASTER] Completed predict_future for OIA [2025-10-09T00:07:34.878973] [INFO ] [sig ] OIA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:35.028889] [INFO ] [LOCAL ] Saved forecast: OIA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/OIA.txt [2025-10-09T00:07:35.029198] [WARN ] [sig ] [1479/2211] Failed OIA after 0.2s | 4.72 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:35.029303] [INFO ] [sig ] [1480/2211] Forecasting OII... [2025-10-09T00:07:35.029375] [INFO ] [sig ] Generating forecast for: OII [2025-10-09T00:07:35.029448] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OII' from 'https://tdm.silogroup.org/data/derivative_storage/OII.csv'. [2025-10-09T00:07:35.034390] [WARN ] [REMOTE ] Historical data not found for symbol 'OII' (404). [2025-10-09T00:07:35.034580] [FATAL] [sig ] OII: No historical data fetched. [2025-10-09T00:07:35.034692] [WARN ] [sig ] [1480/2211] Failed OII after 0.0s | 4.73 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:35.034765] [INFO ] [sig ] [1481/2211] Forecasting OIS... [2025-10-09T00:07:35.034834] [INFO ] [sig ] Generating forecast for: OIS [2025-10-09T00:07:35.034901] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OIS' from 'https://tdm.silogroup.org/data/derivative_storage/OIS.csv'. [2025-10-09T00:07:35.038235] [WARN ] [REMOTE ] Historical data not found for symbol 'OIS' (404). [2025-10-09T00:07:35.038407] [FATAL] [sig ] OIS: No historical data fetched. [2025-10-09T00:07:35.038494] [WARN ] [sig ] [1481/2211] Failed OIS after 0.0s | 4.73 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:35.038565] [INFO ] [sig ] [1482/2211] Forecasting OKE... [2025-10-09T00:07:35.038633] [INFO ] [sig ] Generating forecast for: OKE [2025-10-09T00:07:35.038727] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OKE' from 'https://tdm.silogroup.org/data/derivative_storage/OKE.csv'. [2025-10-09T00:07:35.042264] [WARN ] [REMOTE ] Historical data not found for symbol 'OKE' (404). [2025-10-09T00:07:35.042437] [FATAL] [sig ] OKE: No historical data fetched. [2025-10-09T00:07:35.042525] [WARN ] [sig ] [1482/2211] Failed OKE after 0.0s | 4.73 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:35.042597] [INFO ] [sig ] [1483/2211] Forecasting OKLO... [2025-10-09T00:07:35.042693] [INFO ] [sig ] Generating forecast for: OKLO [2025-10-09T00:07:35.042764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OKLO' from 'https://tdm.silogroup.org/data/derivative_storage/OKLO.csv'. [2025-10-09T00:07:35.046629] [WARN ] [REMOTE ] Historical data not found for symbol 'OKLO' (404). [2025-10-09T00:07:35.046819] [FATAL] [sig ] OKLO: No historical data fetched. [2025-10-09T00:07:35.046904] [WARN ] [sig ] [1483/2211] Failed OKLO after 0.0s | 4.74 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:35.046976] [INFO ] [sig ] [1484/2211] Forecasting OLN... [2025-10-09T00:07:35.047048] [INFO ] [sig ] Generating forecast for: OLN [2025-10-09T00:07:35.047115] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OLN' from 'https://tdm.silogroup.org/data/derivative_storage/OLN.csv'. [2025-10-09T00:07:35.050985] [WARN ] [REMOTE ] Historical data not found for symbol 'OLN' (404). [2025-10-09T00:07:35.051164] [FATAL] [sig ] OLN: No historical data fetched. [2025-10-09T00:07:35.051282] [WARN ] [sig ] [1484/2211] Failed OLN after 0.0s | 4.74 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:35.051375] [INFO ] [sig ] [1485/2211] Forecasting OLP... [2025-10-09T00:07:35.051453] [INFO ] [sig ] Generating forecast for: OLP [2025-10-09T00:07:35.051522] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OLP' from 'https://tdm.silogroup.org/data/derivative_storage/OLP.csv'. [2025-10-09T00:07:35.055084] [WARN ] [REMOTE ] Historical data not found for symbol 'OLP' (404). [2025-10-09T00:07:35.055272] [FATAL] [sig ] OLP: No historical data fetched. [2025-10-09T00:07:35.055382] [WARN ] [sig ] [1485/2211] Failed OLP after 0.0s | 4.74 sym/s | Total: 5.2m | ETA: 2.6m [2025-10-09T00:07:35.055476] [INFO ] [sig ] [1486/2211] Forecasting OMC... [2025-10-09T00:07:35.055565] [INFO ] [sig ] Generating forecast for: OMC [2025-10-09T00:07:35.055689] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OMC' from 'https://tdm.silogroup.org/data/derivative_storage/OMC.csv'. [2025-10-09T00:07:35.059492] [WARN ] [REMOTE ] Historical data not found for symbol 'OMC' (404). [2025-10-09T00:07:35.059736] [FATAL] [sig ] OMC: No historical data fetched. [2025-10-09T00:07:35.059860] [WARN ] [sig ] [1486/2211] Failed OMC after 0.0s | 4.74 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.059952] [INFO ] [sig ] [1487/2211] Forecasting OMF... [2025-10-09T00:07:35.060035] [INFO ] [sig ] Generating forecast for: OMF [2025-10-09T00:07:35.060106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OMF' from 'https://tdm.silogroup.org/data/derivative_storage/OMF.csv'. [2025-10-09T00:07:35.063889] [WARN ] [REMOTE ] Historical data not found for symbol 'OMF' (404). [2025-10-09T00:07:35.064081] [FATAL] [sig ] OMF: No historical data fetched. [2025-10-09T00:07:35.064183] [WARN ] [sig ] [1487/2211] Failed OMF after 0.0s | 4.75 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.064272] [INFO ] [sig ] [1488/2211] Forecasting OMI... [2025-10-09T00:07:35.064361] [INFO ] [sig ] Generating forecast for: OMI [2025-10-09T00:07:35.064447] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OMI' from 'https://tdm.silogroup.org/data/derivative_storage/OMI.csv'. [2025-10-09T00:07:35.068060] [WARN ] [REMOTE ] Historical data not found for symbol 'OMI' (404). [2025-10-09T00:07:35.068265] [FATAL] [sig ] OMI: No historical data fetched. [2025-10-09T00:07:35.068373] [WARN ] [sig ] [1488/2211] Failed OMI after 0.0s | 4.75 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.068465] [INFO ] [sig ] [1489/2211] Forecasting ONIT... [2025-10-09T00:07:35.068557] [INFO ] [sig ] Generating forecast for: ONIT [2025-10-09T00:07:35.068667] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONIT' from 'https://tdm.silogroup.org/data/derivative_storage/ONIT.csv'. [2025-10-09T00:07:35.072419] [WARN ] [REMOTE ] Historical data not found for symbol 'ONIT' (404). [2025-10-09T00:07:35.072609] [FATAL] [sig ] ONIT: No historical data fetched. [2025-10-09T00:07:35.072737] [WARN ] [sig ] [1489/2211] Failed ONIT after 0.0s | 4.75 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.072824] [INFO ] [sig ] [1490/2211] Forecasting ONL... [2025-10-09T00:07:35.072930] [INFO ] [sig ] Generating forecast for: ONL [2025-10-09T00:07:35.073016] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONL' from 'https://tdm.silogroup.org/data/derivative_storage/ONL.csv'. [2025-10-09T00:07:35.076481] [WARN ] [REMOTE ] Historical data not found for symbol 'ONL' (404). [2025-10-09T00:07:35.076700] [FATAL] [sig ] ONL: No historical data fetched. [2025-10-09T00:07:35.076814] [WARN ] [sig ] [1490/2211] Failed ONL after 0.0s | 4.76 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.076907] [INFO ] [sig ] [1491/2211] Forecasting ONON... [2025-10-09T00:07:35.076980] [INFO ] [sig ] Generating forecast for: ONON [2025-10-09T00:07:35.077049] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONON' from 'https://tdm.silogroup.org/data/derivative_storage/ONON.csv'. [2025-10-09T00:07:35.080628] [WARN ] [REMOTE ] Historical data not found for symbol 'ONON' (404). [2025-10-09T00:07:35.080868] [FATAL] [sig ] ONON: No historical data fetched. [2025-10-09T00:07:35.080971] [WARN ] [sig ] [1491/2211] Failed ONON after 0.0s | 4.76 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.081062] [INFO ] [sig ] [1492/2211] Forecasting ONTF... [2025-10-09T00:07:35.081146] [INFO ] [sig ] Generating forecast for: ONTF [2025-10-09T00:07:35.081233] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONTF' from 'https://tdm.silogroup.org/data/derivative_storage/ONTF.csv'. [2025-10-09T00:07:35.084799] [WARN ] [REMOTE ] Historical data not found for symbol 'ONTF' (404). [2025-10-09T00:07:35.085003] [FATAL] [sig ] ONTF: No historical data fetched. [2025-10-09T00:07:35.085115] [WARN ] [sig ] [1492/2211] Failed ONTF after 0.0s | 4.76 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.085216] [INFO ] [sig ] [1493/2211] Forecasting ONTO... [2025-10-09T00:07:35.085309] [INFO ] [sig ] Generating forecast for: ONTO [2025-10-09T00:07:35.085401] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONTO' from 'https://tdm.silogroup.org/data/derivative_storage/ONTO.csv'. [2025-10-09T00:07:35.088812] [WARN ] [REMOTE ] Historical data not found for symbol 'ONTO' (404). [2025-10-09T00:07:35.089003] [FATAL] [sig ] ONTO: No historical data fetched. [2025-10-09T00:07:35.089106] [WARN ] [sig ] [1493/2211] Failed ONTO after 0.0s | 4.77 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.089192] [INFO ] [sig ] [1494/2211] Forecasting OOMA... [2025-10-09T00:07:35.089333] [INFO ] [sig ] Generating forecast for: OOMA [2025-10-09T00:07:35.089413] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OOMA' from 'https://tdm.silogroup.org/data/derivative_storage/OOMA.csv'. [2025-10-09T00:07:35.092811] [WARN ] [REMOTE ] Historical data not found for symbol 'OOMA' (404). [2025-10-09T00:07:35.093010] [FATAL] [sig ] OOMA: No historical data fetched. [2025-10-09T00:07:35.093121] [WARN ] [sig ] [1494/2211] Failed OOMA after 0.0s | 4.77 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.093220] [INFO ] [sig ] [1495/2211] Forecasting OPAD... [2025-10-09T00:07:35.093313] [INFO ] [sig ] Generating forecast for: OPAD [2025-10-09T00:07:35.093405] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OPAD' from 'https://tdm.silogroup.org/data/derivative_storage/OPAD.csv'. [2025-10-09T00:07:35.096964] [WARN ] [REMOTE ] Historical data not found for symbol 'OPAD' (404). [2025-10-09T00:07:35.097156] [FATAL] [sig ] OPAD: No historical data fetched. [2025-10-09T00:07:35.097261] [WARN ] [sig ] [1495/2211] Failed OPAD after 0.0s | 4.77 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.097353] [INFO ] [sig ] [1496/2211] Forecasting OPFI... [2025-10-09T00:07:35.097425] [INFO ] [sig ] Generating forecast for: OPFI [2025-10-09T00:07:35.097493] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OPFI' from 'https://tdm.silogroup.org/data/derivative_storage/OPFI.csv'. [2025-10-09T00:07:35.101056] [WARN ] [REMOTE ] Historical data not found for symbol 'OPFI' (404). [2025-10-09T00:07:35.101295] [FATAL] [sig ] OPFI: No historical data fetched. [2025-10-09T00:07:35.101387] [WARN ] [sig ] [1496/2211] Failed OPFI after 0.0s | 4.78 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.101460] [INFO ] [sig ] [1497/2211] Forecasting OPP... [2025-10-09T00:07:35.101530] [INFO ] [sig ] Generating forecast for: OPP [2025-10-09T00:07:35.101606] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OPP' from 'https://tdm.silogroup.org/data/derivative_storage/OPP.csv'. [2025-10-09T00:07:35.114147] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'OPP'. [2025-10-09T00:07:35.114804] [INFO ] [FORECASTER] Starting predict_future for OPP [2025-10-09T00:07:35.151552] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:35.152485] [DEBUG] [LOCAL ] No optimal features file found for OPP: ./output/feature-sets/OPP.txt [2025-10-09T00:07:35.152566] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:35.152677] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:35.152759] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:35.152880] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:35.171004] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:35.171800] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:35.171911] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:35.171994] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:35.210704] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:35.210908] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:35.210959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:35.210994] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:35.214715] [DEBUG] [FORECASTER] OPP: Forecast T+1@11:T+2@11: DOWN (p=16.85%) [2025-10-09T00:07:35.215023] [INFO ] [FORECASTER] Completed predict_future for OPP [2025-10-09T00:07:35.215164] [INFO ] [sig ] OPP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:35.362889] [INFO ] [LOCAL ] Saved forecast: OPP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/OPP.txt [2025-10-09T00:07:35.363151] [WARN ] [sig ] [1497/2211] Failed OPP after 0.3s | 4.78 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.363229] [INFO ] [sig ] [1498/2211] Forecasting OR... [2025-10-09T00:07:35.363323] [INFO ] [sig ] Generating forecast for: OR [2025-10-09T00:07:35.363411] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OR' from 'https://tdm.silogroup.org/data/derivative_storage/OR.csv'. [2025-10-09T00:07:35.368811] [WARN ] [REMOTE ] Historical data not found for symbol 'OR' (404). [2025-10-09T00:07:35.369126] [FATAL] [sig ] OR: No historical data fetched. [2025-10-09T00:07:35.369263] [WARN ] [sig ] [1498/2211] Failed OR after 0.0s | 4.78 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.369367] [INFO ] [sig ] [1499/2211] Forecasting ORA... [2025-10-09T00:07:35.369469] [INFO ] [sig ] Generating forecast for: ORA [2025-10-09T00:07:35.369561] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ORA' from 'https://tdm.silogroup.org/data/derivative_storage/ORA.csv'. [2025-10-09T00:07:35.374860] [WARN ] [REMOTE ] Historical data not found for symbol 'ORA' (404). [2025-10-09T00:07:35.375134] [FATAL] [sig ] ORA: No historical data fetched. [2025-10-09T00:07:35.375259] [WARN ] [sig ] [1499/2211] Failed ORA after 0.0s | 4.78 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.375353] [INFO ] [sig ] [1500/2211] Forecasting ORC... [2025-10-09T00:07:35.375452] [INFO ] [sig ] Generating forecast for: ORC [2025-10-09T00:07:35.375504] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ORC' from 'https://tdm.silogroup.org/data/derivative_storage/ORC.csv'. [2025-10-09T00:07:35.379806] [WARN ] [REMOTE ] Historical data not found for symbol 'ORC' (404). [2025-10-09T00:07:35.379979] [FATAL] [sig ] ORC: No historical data fetched. [2025-10-09T00:07:35.380069] [WARN ] [sig ] [1500/2211] Failed ORC after 0.0s | 4.78 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.380142] [INFO ] [sig ] [1501/2211] Forecasting ORN... [2025-10-09T00:07:35.380216] [INFO ] [sig ] Generating forecast for: ORN [2025-10-09T00:07:35.380289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ORN' from 'https://tdm.silogroup.org/data/derivative_storage/ORN.csv'. [2025-10-09T00:07:35.384078] [WARN ] [REMOTE ] Historical data not found for symbol 'ORN' (404). [2025-10-09T00:07:35.384266] [FATAL] [sig ] ORN: No historical data fetched. [2025-10-09T00:07:35.384367] [WARN ] [sig ] [1501/2211] Failed ORN after 0.0s | 4.79 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.384461] [INFO ] [sig ] [1502/2211] Forecasting OSCR... [2025-10-09T00:07:35.384543] [INFO ] [sig ] Generating forecast for: OSCR [2025-10-09T00:07:35.384626] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OSCR' from 'https://tdm.silogroup.org/data/derivative_storage/OSCR.csv'. [2025-10-09T00:07:35.389047] [WARN ] [REMOTE ] Historical data not found for symbol 'OSCR' (404). [2025-10-09T00:07:35.389236] [FATAL] [sig ] OSCR: No historical data fetched. [2025-10-09T00:07:35.389356] [WARN ] [sig ] [1502/2211] Failed OSCR after 0.0s | 4.79 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.389430] [INFO ] [sig ] [1503/2211] Forecasting OTIS... [2025-10-09T00:07:35.389498] [INFO ] [sig ] Generating forecast for: OTIS [2025-10-09T00:07:35.389619] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OTIS' from 'https://tdm.silogroup.org/data/derivative_storage/OTIS.csv'. [2025-10-09T00:07:35.393569] [WARN ] [REMOTE ] Historical data not found for symbol 'OTIS' (404). [2025-10-09T00:07:35.393923] [FATAL] [sig ] OTIS: No historical data fetched. [2025-10-09T00:07:35.394024] [WARN ] [sig ] [1503/2211] Failed OTIS after 0.0s | 4.79 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.394103] [INFO ] [sig ] [1504/2211] Forecasting OUT... [2025-10-09T00:07:35.394174] [INFO ] [sig ] Generating forecast for: OUT [2025-10-09T00:07:35.394246] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OUT' from 'https://tdm.silogroup.org/data/derivative_storage/OUT.csv'. [2025-10-09T00:07:35.398893] [WARN ] [REMOTE ] Historical data not found for symbol 'OUT' (404). [2025-10-09T00:07:35.399132] [FATAL] [sig ] OUT: No historical data fetched. [2025-10-09T00:07:35.399224] [WARN ] [sig ] [1504/2211] Failed OUT after 0.0s | 4.80 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.399334] [INFO ] [sig ] [1505/2211] Forecasting OVV... [2025-10-09T00:07:35.399405] [INFO ] [sig ] Generating forecast for: OVV [2025-10-09T00:07:35.399475] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OVV' from 'https://tdm.silogroup.org/data/derivative_storage/OVV.csv'. [2025-10-09T00:07:35.403674] [WARN ] [REMOTE ] Historical data not found for symbol 'OVV' (404). [2025-10-09T00:07:35.403873] [FATAL] [sig ] OVV: No historical data fetched. [2025-10-09T00:07:35.403967] [WARN ] [sig ] [1505/2211] Failed OVV after 0.0s | 4.80 sym/s | Total: 5.2m | ETA: 2.5m [2025-10-09T00:07:35.404040] [INFO ] [sig ] [1506/2211] Forecasting OWL... [2025-10-09T00:07:35.404110] [INFO ] [sig ] Generating forecast for: OWL [2025-10-09T00:07:35.404179] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OWL' from 'https://tdm.silogroup.org/data/derivative_storage/OWL.csv'. [2025-10-09T00:07:35.408377] [WARN ] [REMOTE ] Historical data not found for symbol 'OWL' (404). [2025-10-09T00:07:35.408586] [FATAL] [sig ] OWL: No historical data fetched. [2025-10-09T00:07:35.408705] [WARN ] [sig ] [1506/2211] Failed OWL after 0.0s | 4.80 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.408806] [INFO ] [sig ] [1507/2211] Forecasting OWLT... [2025-10-09T00:07:35.408890] [INFO ] [sig ] Generating forecast for: OWLT [2025-10-09T00:07:35.408960] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OWLT' from 'https://tdm.silogroup.org/data/derivative_storage/OWLT.csv'. [2025-10-09T00:07:35.413239] [WARN ] [REMOTE ] Historical data not found for symbol 'OWLT' (404). [2025-10-09T00:07:35.413478] [FATAL] [sig ] OWLT: No historical data fetched. [2025-10-09T00:07:35.413573] [WARN ] [sig ] [1507/2211] Failed OWLT after 0.0s | 4.81 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.413682] [INFO ] [sig ] [1508/2211] Forecasting OXM... [2025-10-09T00:07:35.413758] [INFO ] [sig ] Generating forecast for: OXM [2025-10-09T00:07:35.413835] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OXM' from 'https://tdm.silogroup.org/data/derivative_storage/OXM.csv'. [2025-10-09T00:07:35.418218] [WARN ] [REMOTE ] Historical data not found for symbol 'OXM' (404). [2025-10-09T00:07:35.418428] [FATAL] [sig ] OXM: No historical data fetched. [2025-10-09T00:07:35.418529] [WARN ] [sig ] [1508/2211] Failed OXM after 0.0s | 4.81 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.418619] [INFO ] [sig ] [1509/2211] Forecasting PAAS... [2025-10-09T00:07:35.418727] [INFO ] [sig ] Generating forecast for: PAAS [2025-10-09T00:07:35.418841] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAAS' from 'https://tdm.silogroup.org/data/derivative_storage/PAAS.csv'. [2025-10-09T00:07:35.422726] [WARN ] [REMOTE ] Historical data not found for symbol 'PAAS' (404). [2025-10-09T00:07:35.422922] [FATAL] [sig ] PAAS: No historical data fetched. [2025-10-09T00:07:35.423018] [WARN ] [sig ] [1509/2211] Failed PAAS after 0.0s | 4.81 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.423090] [INFO ] [sig ] [1510/2211] Forecasting PAC... [2025-10-09T00:07:35.423166] [INFO ] [sig ] Generating forecast for: PAC [2025-10-09T00:07:35.423240] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAC' from 'https://tdm.silogroup.org/data/derivative_storage/PAC.csv'. [2025-10-09T00:07:35.426735] [WARN ] [REMOTE ] Historical data not found for symbol 'PAC' (404). [2025-10-09T00:07:35.426909] [FATAL] [sig ] PAC: No historical data fetched. [2025-10-09T00:07:35.426997] [WARN ] [sig ] [1510/2211] Failed PAC after 0.0s | 4.82 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.427070] [INFO ] [sig ] [1511/2211] Forecasting PACK... [2025-10-09T00:07:35.427156] [INFO ] [sig ] Generating forecast for: PACK [2025-10-09T00:07:35.427239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PACK' from 'https://tdm.silogroup.org/data/derivative_storage/PACK.csv'. [2025-10-09T00:07:35.430851] [WARN ] [REMOTE ] Historical data not found for symbol 'PACK' (404). [2025-10-09T00:07:35.431057] [FATAL] [sig ] PACK: No historical data fetched. [2025-10-09T00:07:35.431146] [WARN ] [sig ] [1511/2211] Failed PACK after 0.0s | 4.82 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.431225] [INFO ] [sig ] [1512/2211] Forecasting PACS... [2025-10-09T00:07:35.431295] [INFO ] [sig ] Generating forecast for: PACS [2025-10-09T00:07:35.431363] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PACS' from 'https://tdm.silogroup.org/data/derivative_storage/PACS.csv'. [2025-10-09T00:07:35.434806] [WARN ] [REMOTE ] Historical data not found for symbol 'PACS' (404). [2025-10-09T00:07:35.434986] [FATAL] [sig ] PACS: No historical data fetched. [2025-10-09T00:07:35.435078] [WARN ] [sig ] [1512/2211] Failed PACS after 0.0s | 4.82 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.435185] [INFO ] [sig ] [1513/2211] Forecasting PAG... [2025-10-09T00:07:35.435279] [INFO ] [sig ] Generating forecast for: PAG [2025-10-09T00:07:35.435400] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAG' from 'https://tdm.silogroup.org/data/derivative_storage/PAG.csv'. [2025-10-09T00:07:35.438817] [WARN ] [REMOTE ] Historical data not found for symbol 'PAG' (404). [2025-10-09T00:07:35.438998] [FATAL] [sig ] PAG: No historical data fetched. [2025-10-09T00:07:35.439088] [WARN ] [sig ] [1513/2211] Failed PAG after 0.0s | 4.83 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.439172] [INFO ] [sig ] [1514/2211] Forecasting PAGS... [2025-10-09T00:07:35.439281] [INFO ] [sig ] Generating forecast for: PAGS [2025-10-09T00:07:35.439368] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAGS' from 'https://tdm.silogroup.org/data/derivative_storage/PAGS.csv'. [2025-10-09T00:07:35.442950] [WARN ] [REMOTE ] Historical data not found for symbol 'PAGS' (404). [2025-10-09T00:07:35.443150] [FATAL] [sig ] PAGS: No historical data fetched. [2025-10-09T00:07:35.443274] [WARN ] [sig ] [1514/2211] Failed PAGS after 0.0s | 4.83 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.443364] [INFO ] [sig ] [1515/2211] Forecasting PAI... [2025-10-09T00:07:35.443450] [INFO ] [sig ] Generating forecast for: PAI [2025-10-09T00:07:35.443537] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAI' from 'https://tdm.silogroup.org/data/derivative_storage/PAI.csv'. [2025-10-09T00:07:35.452932] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PAI'. [2025-10-09T00:07:35.453312] [INFO ] [FORECASTER] Starting predict_future for PAI [2025-10-09T00:07:35.481207] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:35.482133] [DEBUG] [LOCAL ] No optimal features file found for PAI: ./output/feature-sets/PAI.txt [2025-10-09T00:07:35.482214] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:35.482286] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:35.482355] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:35.482456] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:35.503885] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:35.504593] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:35.504845] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:35.504918] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:35.539096] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:35.539207] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:35.539285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:35.539356] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:35.543628] [DEBUG] [FORECASTER] PAI: Forecast T+1@11:T+2@11: DOWN (p=2.62%) [2025-10-09T00:07:35.544035] [INFO ] [FORECASTER] Completed predict_future for PAI [2025-10-09T00:07:35.544191] [INFO ] [sig ] PAI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:35.713833] [INFO ] [LOCAL ] Saved forecast: PAI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PAI.txt [2025-10-09T00:07:35.714187] [WARN ] [sig ] [1515/2211] Failed PAI after 0.3s | 4.83 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.714294] [INFO ] [sig ] [1516/2211] Forecasting PAM... [2025-10-09T00:07:35.714382] [INFO ] [sig ] Generating forecast for: PAM [2025-10-09T00:07:35.714457] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAM' from 'https://tdm.silogroup.org/data/derivative_storage/PAM.csv'. [2025-10-09T00:07:35.725958] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PAM'. [2025-10-09T00:07:35.726340] [INFO ] [FORECASTER] Starting predict_future for PAM [2025-10-09T00:07:35.757240] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:35.758425] [DEBUG] [LOCAL ] No optimal features file found for PAM: ./output/feature-sets/PAM.txt [2025-10-09T00:07:35.758525] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:35.758626] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:35.758718] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:35.758819] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:35.780622] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:35.781379] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:35.781490] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:35.781566] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:35.829033] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:35.829228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:35.829320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:35.829366] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:35.833406] [DEBUG] [FORECASTER] PAM: Forecast T+1@11:T+2@11: UP (p=50.42%) [2025-10-09T00:07:35.833822] [INFO ] [FORECASTER] Completed predict_future for PAM [2025-10-09T00:07:35.833983] [INFO ] [sig ] PAM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:35.986436] [INFO ] [LOCAL ] Saved forecast: PAM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PAM.txt [2025-10-09T00:07:35.986751] [WARN ] [sig ] [1516/2211] Failed PAM after 0.3s | 4.83 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.986831] [INFO ] [sig ] [1517/2211] Forecasting PAR... [2025-10-09T00:07:35.986900] [INFO ] [sig ] Generating forecast for: PAR [2025-10-09T00:07:35.986969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAR' from 'https://tdm.silogroup.org/data/derivative_storage/PAR.csv'. [2025-10-09T00:07:35.991896] [WARN ] [REMOTE ] Historical data not found for symbol 'PAR' (404). [2025-10-09T00:07:35.992090] [FATAL] [sig ] PAR: No historical data fetched. [2025-10-09T00:07:35.992184] [WARN ] [sig ] [1517/2211] Failed PAR after 0.0s | 4.83 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.992257] [INFO ] [sig ] [1518/2211] Forecasting PARR... [2025-10-09T00:07:35.992328] [INFO ] [sig ] Generating forecast for: PARR [2025-10-09T00:07:35.992398] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PARR' from 'https://tdm.silogroup.org/data/derivative_storage/PARR.csv'. [2025-10-09T00:07:35.996028] [WARN ] [REMOTE ] Historical data not found for symbol 'PARR' (404). [2025-10-09T00:07:35.996200] [FATAL] [sig ] PARR: No historical data fetched. [2025-10-09T00:07:35.996287] [WARN ] [sig ] [1518/2211] Failed PARR after 0.0s | 4.83 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:35.996359] [INFO ] [sig ] [1519/2211] Forecasting PATH... [2025-10-09T00:07:35.996429] [INFO ] [sig ] Generating forecast for: PATH [2025-10-09T00:07:35.996500] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PATH' from 'https://tdm.silogroup.org/data/derivative_storage/PATH.csv'. [2025-10-09T00:07:35.999997] [WARN ] [REMOTE ] Historical data not found for symbol 'PATH' (404). [2025-10-09T00:07:36.000170] [FATAL] [sig ] PATH: No historical data fetched. [2025-10-09T00:07:36.000272] [WARN ] [sig ] [1519/2211] Failed PATH after 0.0s | 4.84 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.000355] [INFO ] [sig ] [1520/2211] Forecasting PAXS... [2025-10-09T00:07:36.000424] [INFO ] [sig ] Generating forecast for: PAXS [2025-10-09T00:07:36.000491] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAXS' from 'https://tdm.silogroup.org/data/derivative_storage/PAXS.csv'. [2025-10-09T00:07:36.004222] [WARN ] [REMOTE ] Historical data not found for symbol 'PAXS' (404). [2025-10-09T00:07:36.004401] [FATAL] [sig ] PAXS: No historical data fetched. [2025-10-09T00:07:36.004492] [WARN ] [sig ] [1520/2211] Failed PAXS after 0.0s | 4.84 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.004564] [INFO ] [sig ] [1521/2211] Forecasting PAY... [2025-10-09T00:07:36.004674] [INFO ] [sig ] Generating forecast for: PAY [2025-10-09T00:07:36.004746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAY' from 'https://tdm.silogroup.org/data/derivative_storage/PAY.csv'. [2025-10-09T00:07:36.008187] [WARN ] [REMOTE ] Historical data not found for symbol 'PAY' (404). [2025-10-09T00:07:36.008394] [FATAL] [sig ] PAY: No historical data fetched. [2025-10-09T00:07:36.008482] [WARN ] [sig ] [1521/2211] Failed PAY after 0.0s | 4.84 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.008554] [INFO ] [sig ] [1522/2211] Forecasting PAYC... [2025-10-09T00:07:36.008624] [INFO ] [sig ] Generating forecast for: PAYC [2025-10-09T00:07:36.008720] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAYC' from 'https://tdm.silogroup.org/data/derivative_storage/PAYC.csv'. [2025-10-09T00:07:36.012666] [WARN ] [REMOTE ] Historical data not found for symbol 'PAYC' (404). [2025-10-09T00:07:36.012841] [FATAL] [sig ] PAYC: No historical data fetched. [2025-10-09T00:07:36.012929] [WARN ] [sig ] [1522/2211] Failed PAYC after 0.0s | 4.85 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.013002] [INFO ] [sig ] [1523/2211] Forecasting PB... [2025-10-09T00:07:36.013069] [INFO ] [sig ] Generating forecast for: PB [2025-10-09T00:07:36.013137] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PB' from 'https://tdm.silogroup.org/data/derivative_storage/PB.csv'. [2025-10-09T00:07:36.017257] [WARN ] [REMOTE ] Historical data not found for symbol 'PB' (404). [2025-10-09T00:07:36.017426] [FATAL] [sig ] PB: No historical data fetched. [2025-10-09T00:07:36.017557] [WARN ] [sig ] [1523/2211] Failed PB after 0.0s | 4.85 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.017628] [INFO ] [sig ] [1524/2211] Forecasting PBA... [2025-10-09T00:07:36.017721] [INFO ] [sig ] Generating forecast for: PBA [2025-10-09T00:07:36.017788] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBA' from 'https://tdm.silogroup.org/data/derivative_storage/PBA.csv'. [2025-10-09T00:07:36.021383] [WARN ] [REMOTE ] Historical data not found for symbol 'PBA' (404). [2025-10-09T00:07:36.021555] [FATAL] [sig ] PBA: No historical data fetched. [2025-10-09T00:07:36.021629] [WARN ] [sig ] [1524/2211] Failed PBA after 0.0s | 4.85 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.021722] [INFO ] [sig ] [1525/2211] Forecasting PBF... [2025-10-09T00:07:36.021790] [INFO ] [sig ] Generating forecast for: PBF [2025-10-09T00:07:36.021857] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBF' from 'https://tdm.silogroup.org/data/derivative_storage/PBF.csv'. [2025-10-09T00:07:36.025296] [WARN ] [REMOTE ] Historical data not found for symbol 'PBF' (404). [2025-10-09T00:07:36.025469] [FATAL] [sig ] PBF: No historical data fetched. [2025-10-09T00:07:36.025560] [WARN ] [sig ] [1525/2211] Failed PBF after 0.0s | 4.85 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.025632] [INFO ] [sig ] [1526/2211] Forecasting PBH... [2025-10-09T00:07:36.025728] [INFO ] [sig ] Generating forecast for: PBH [2025-10-09T00:07:36.025804] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBH' from 'https://tdm.silogroup.org/data/derivative_storage/PBH.csv'. [2025-10-09T00:07:36.029162] [WARN ] [REMOTE ] Historical data not found for symbol 'PBH' (404). [2025-10-09T00:07:36.029365] [FATAL] [sig ] PBH: No historical data fetched. [2025-10-09T00:07:36.029449] [WARN ] [sig ] [1526/2211] Failed PBH after 0.0s | 4.86 sym/s | Total: 5.2m | ETA: 2.4m [2025-10-09T00:07:36.029520] [INFO ] [sig ] [1527/2211] Forecasting PBI... [2025-10-09T00:07:36.029585] [INFO ] [sig ] Generating forecast for: PBI [2025-10-09T00:07:36.029676] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBI' from 'https://tdm.silogroup.org/data/derivative_storage/PBI.csv'. [2025-10-09T00:07:36.033082] [WARN ] [REMOTE ] Historical data not found for symbol 'PBI' (404). [2025-10-09T00:07:36.033265] [FATAL] [sig ] PBI: No historical data fetched. [2025-10-09T00:07:36.033346] [WARN ] [sig ] [1527/2211] Failed PBI after 0.0s | 4.86 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.033418] [INFO ] [sig ] [1528/2211] Forecasting PBR... [2025-10-09T00:07:36.033487] [INFO ] [sig ] Generating forecast for: PBR [2025-10-09T00:07:36.033555] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBR' from 'https://tdm.silogroup.org/data/derivative_storage/PBR.csv'. [2025-10-09T00:07:36.037393] [WARN ] [REMOTE ] Historical data not found for symbol 'PBR' (404). [2025-10-09T00:07:36.037558] [FATAL] [sig ] PBR: No historical data fetched. [2025-10-09T00:07:36.037668] [WARN ] [sig ] [1528/2211] Failed PBR after 0.0s | 4.86 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.037741] [INFO ] [sig ] [1529/2211] Forecasting PBT... [2025-10-09T00:07:36.037807] [INFO ] [sig ] Generating forecast for: PBT [2025-10-09T00:07:36.037874] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBT' from 'https://tdm.silogroup.org/data/derivative_storage/PBT.csv'. [2025-10-09T00:07:36.041318] [WARN ] [REMOTE ] Historical data not found for symbol 'PBT' (404). [2025-10-09T00:07:36.041486] [FATAL] [sig ] PBT: No historical data fetched. [2025-10-09T00:07:36.041569] [WARN ] [sig ] [1529/2211] Failed PBT after 0.0s | 4.87 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.041638] [INFO ] [sig ] [1530/2211] Forecasting PCF... [2025-10-09T00:07:36.041729] [INFO ] [sig ] Generating forecast for: PCF [2025-10-09T00:07:36.041796] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCF' from 'https://tdm.silogroup.org/data/derivative_storage/PCF.csv'. [2025-10-09T00:07:36.050995] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PCF'. [2025-10-09T00:07:36.051355] [INFO ] [FORECASTER] Starting predict_future for PCF [2025-10-09T00:07:36.076730] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:36.077482] [DEBUG] [LOCAL ] No optimal features file found for PCF: ./output/feature-sets/PCF.txt [2025-10-09T00:07:36.077560] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:36.077632] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:36.077729] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:36.077827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:36.095540] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:36.096155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:36.096262] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:36.096332] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:36.139886] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:36.140044] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:36.140088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:36.140122] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:36.143549] [DEBUG] [FORECASTER] PCF: Forecast T+1@11:T+2@11: DOWN (p=5.30%) [2025-10-09T00:07:36.143893] [INFO ] [FORECASTER] Completed predict_future for PCF [2025-10-09T00:07:36.144060] [INFO ] [sig ] PCF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:36.289912] [INFO ] [LOCAL ] Saved forecast: PCF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PCF.txt [2025-10-09T00:07:36.290182] [WARN ] [sig ] [1530/2211] Failed PCF after 0.2s | 4.87 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.290277] [INFO ] [sig ] [1531/2211] Forecasting PCG... [2025-10-09T00:07:36.290361] [INFO ] [sig ] Generating forecast for: PCG [2025-10-09T00:07:36.290432] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCG' from 'https://tdm.silogroup.org/data/derivative_storage/PCG.csv'. [2025-10-09T00:07:36.295879] [WARN ] [REMOTE ] Historical data not found for symbol 'PCG' (404). [2025-10-09T00:07:36.296074] [FATAL] [sig ] PCG: No historical data fetched. [2025-10-09T00:07:36.296169] [WARN ] [sig ] [1531/2211] Failed PCG after 0.0s | 4.87 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.296242] [INFO ] [sig ] [1532/2211] Forecasting PCM... [2025-10-09T00:07:36.296310] [INFO ] [sig ] Generating forecast for: PCM [2025-10-09T00:07:36.296378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCM' from 'https://tdm.silogroup.org/data/derivative_storage/PCM.csv'. [2025-10-09T00:07:36.305741] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PCM'. [2025-10-09T00:07:36.306181] [INFO ] [FORECASTER] Starting predict_future for PCM [2025-10-09T00:07:36.332855] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:36.333675] [DEBUG] [LOCAL ] No optimal features file found for PCM: ./output/feature-sets/PCM.txt [2025-10-09T00:07:36.333757] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:36.333830] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:36.333896] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:36.333993] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:36.351833] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:36.352465] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:36.352575] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:36.352662] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:36.386766] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:36.386921] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:36.386966] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:36.387000] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:36.390522] [DEBUG] [FORECASTER] PCM: Forecast T+1@11:T+2@11: UP (p=99.08%) [2025-10-09T00:07:36.390878] [INFO ] [FORECASTER] Completed predict_future for PCM [2025-10-09T00:07:36.391046] [INFO ] [sig ] PCM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:36.550025] [INFO ] [LOCAL ] Saved forecast: PCM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PCM.txt [2025-10-09T00:07:36.550330] [WARN ] [sig ] [1532/2211] Failed PCM after 0.3s | 4.87 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.550419] [INFO ] [sig ] [1533/2211] Forecasting PCN... [2025-10-09T00:07:36.550488] [INFO ] [sig ] Generating forecast for: PCN [2025-10-09T00:07:36.550560] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCN' from 'https://tdm.silogroup.org/data/derivative_storage/PCN.csv'. [2025-10-09T00:07:36.561439] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PCN'. [2025-10-09T00:07:36.561882] [INFO ] [FORECASTER] Starting predict_future for PCN [2025-10-09T00:07:36.587707] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:36.588577] [DEBUG] [LOCAL ] No optimal features file found for PCN: ./output/feature-sets/PCN.txt [2025-10-09T00:07:36.588683] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:36.588754] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:36.588824] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:36.588922] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:36.606437] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:36.607359] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:36.607474] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:36.607542] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:36.639045] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:36.639281] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:36.639362] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:36.639405] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:36.643266] [DEBUG] [FORECASTER] PCN: Forecast T+1@11:T+2@11: DOWN (p=45.16%) [2025-10-09T00:07:36.643590] [INFO ] [FORECASTER] Completed predict_future for PCN [2025-10-09T00:07:36.643773] [INFO ] [sig ] PCN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:36.786565] [INFO ] [LOCAL ] Saved forecast: PCN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PCN.txt [2025-10-09T00:07:36.786865] [WARN ] [sig ] [1533/2211] Failed PCN after 0.2s | 4.87 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.786946] [INFO ] [sig ] [1534/2211] Forecasting PCOR... [2025-10-09T00:07:36.787016] [INFO ] [sig ] Generating forecast for: PCOR [2025-10-09T00:07:36.787087] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCOR' from 'https://tdm.silogroup.org/data/derivative_storage/PCOR.csv'. [2025-10-09T00:07:36.791953] [WARN ] [REMOTE ] Historical data not found for symbol 'PCOR' (404). [2025-10-09T00:07:36.792138] [FATAL] [sig ] PCOR: No historical data fetched. [2025-10-09T00:07:36.792230] [WARN ] [sig ] [1534/2211] Failed PCOR after 0.0s | 4.87 sym/s | Total: 5.2m | ETA: 2.3m [2025-10-09T00:07:36.792300] [INFO ] [sig ] [1535/2211] Forecasting PCQ... [2025-10-09T00:07:36.792367] [INFO ] [sig ] Generating forecast for: PCQ [2025-10-09T00:07:36.792436] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCQ' from 'https://tdm.silogroup.org/data/derivative_storage/PCQ.csv'. [2025-10-09T00:07:36.801584] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PCQ'. [2025-10-09T00:07:36.801934] [INFO ] [FORECASTER] Starting predict_future for PCQ [2025-10-09T00:07:36.828375] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:36.829215] [DEBUG] [LOCAL ] No optimal features file found for PCQ: ./output/feature-sets/PCQ.txt [2025-10-09T00:07:36.829308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:36.829381] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:36.829449] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:36.829547] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:36.846912] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:36.847517] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:36.847624] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:36.847718] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:36.880381] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:36.880521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:36.880563] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:36.880597] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:36.884020] [DEBUG] [FORECASTER] PCQ: Forecast T+1@11:T+2@11: DOWN (p=1.48%) [2025-10-09T00:07:36.884309] [INFO ] [FORECASTER] Completed predict_future for PCQ [2025-10-09T00:07:36.884451] [INFO ] [sig ] PCQ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:37.027198] [INFO ] [LOCAL ] Saved forecast: PCQ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PCQ.txt [2025-10-09T00:07:37.027491] [WARN ] [sig ] [1535/2211] Failed PCQ after 0.2s | 4.87 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.027572] [INFO ] [sig ] [1536/2211] Forecasting PD... [2025-10-09T00:07:37.027667] [INFO ] [sig ] Generating forecast for: PD [2025-10-09T00:07:37.027744] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PD' from 'https://tdm.silogroup.org/data/derivative_storage/PD.csv'. [2025-10-09T00:07:37.032814] [WARN ] [REMOTE ] Historical data not found for symbol 'PD' (404). [2025-10-09T00:07:37.032995] [FATAL] [sig ] PD: No historical data fetched. [2025-10-09T00:07:37.033087] [WARN ] [sig ] [1536/2211] Failed PD after 0.0s | 4.87 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.033158] [INFO ] [sig ] [1537/2211] Forecasting PDI... [2025-10-09T00:07:37.033227] [INFO ] [sig ] Generating forecast for: PDI [2025-10-09T00:07:37.033295] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDI' from 'https://tdm.silogroup.org/data/derivative_storage/PDI.csv'. [2025-10-09T00:07:37.043571] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PDI'. [2025-10-09T00:07:37.043909] [INFO ] [FORECASTER] Starting predict_future for PDI [2025-10-09T00:07:37.069218] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:37.070075] [DEBUG] [LOCAL ] No optimal features file found for PDI: ./output/feature-sets/PDI.txt [2025-10-09T00:07:37.070154] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:37.070226] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:37.070295] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:37.070395] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:37.088027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:37.088681] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:37.088788] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:37.088859] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:37.128589] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:37.128787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:37.128847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:37.128882] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:37.132406] [DEBUG] [FORECASTER] PDI: Forecast T+1@11:T+2@11: DOWN (p=2.67%) [2025-10-09T00:07:37.132740] [INFO ] [FORECASTER] Completed predict_future for PDI [2025-10-09T00:07:37.132907] [INFO ] [sig ] PDI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:37.273081] [INFO ] [LOCAL ] Saved forecast: PDI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PDI.txt [2025-10-09T00:07:37.273351] [WARN ] [sig ] [1537/2211] Failed PDI after 0.2s | 4.87 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.273429] [INFO ] [sig ] [1538/2211] Forecasting PDM... [2025-10-09T00:07:37.273499] [INFO ] [sig ] Generating forecast for: PDM [2025-10-09T00:07:37.273570] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDM' from 'https://tdm.silogroup.org/data/derivative_storage/PDM.csv'. [2025-10-09T00:07:37.278713] [WARN ] [REMOTE ] Historical data not found for symbol 'PDM' (404). [2025-10-09T00:07:37.278895] [FATAL] [sig ] PDM: No historical data fetched. [2025-10-09T00:07:37.278986] [WARN ] [sig ] [1538/2211] Failed PDM after 0.0s | 4.88 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.279057] [INFO ] [sig ] [1539/2211] Forecasting PDO... [2025-10-09T00:07:37.279125] [INFO ] [sig ] Generating forecast for: PDO [2025-10-09T00:07:37.279194] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDO' from 'https://tdm.silogroup.org/data/derivative_storage/PDO.csv'. [2025-10-09T00:07:37.288253] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PDO'. [2025-10-09T00:07:37.288560] [INFO ] [FORECASTER] Starting predict_future for PDO [2025-10-09T00:07:37.314092] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:37.314950] [DEBUG] [LOCAL ] No optimal features file found for PDO: ./output/feature-sets/PDO.txt [2025-10-09T00:07:37.315045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:37.315131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:37.315214] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:37.315327] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:37.333740] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:37.334453] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:37.334574] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:37.334684] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:37.370614] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:37.370759] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:37.370808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:37.370846] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:37.374145] [DEBUG] [FORECASTER] PDO: Forecast T+1@11:T+2@11: UP (p=92.66%) [2025-10-09T00:07:37.374475] [INFO ] [FORECASTER] Completed predict_future for PDO [2025-10-09T00:07:37.374627] [INFO ] [sig ] PDO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:37.515515] [INFO ] [LOCAL ] Saved forecast: PDO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PDO.txt [2025-10-09T00:07:37.515796] [WARN ] [sig ] [1539/2211] Failed PDO after 0.2s | 4.88 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.515877] [INFO ] [sig ] [1540/2211] Forecasting PDS... [2025-10-09T00:07:37.515925] [INFO ] [sig ] Generating forecast for: PDS [2025-10-09T00:07:37.515991] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDS' from 'https://tdm.silogroup.org/data/derivative_storage/PDS.csv'. [2025-10-09T00:07:37.520991] [WARN ] [REMOTE ] Historical data not found for symbol 'PDS' (404). [2025-10-09T00:07:37.521201] [FATAL] [sig ] PDS: No historical data fetched. [2025-10-09T00:07:37.521291] [WARN ] [sig ] [1540/2211] Failed PDS after 0.0s | 4.88 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.521363] [INFO ] [sig ] [1541/2211] Forecasting PDT... [2025-10-09T00:07:37.521431] [INFO ] [sig ] Generating forecast for: PDT [2025-10-09T00:07:37.521499] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDT' from 'https://tdm.silogroup.org/data/derivative_storage/PDT.csv'. [2025-10-09T00:07:37.530835] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PDT'. [2025-10-09T00:07:37.531173] [INFO ] [FORECASTER] Starting predict_future for PDT [2025-10-09T00:07:37.556721] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:37.557478] [DEBUG] [LOCAL ] No optimal features file found for PDT: ./output/feature-sets/PDT.txt [2025-10-09T00:07:37.557557] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:37.557630] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:37.557723] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:37.557824] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:37.575248] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:37.575894] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:37.576003] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:37.576074] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:37.613239] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:37.613399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:37.613444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:37.613479] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:37.616994] [DEBUG] [FORECASTER] PDT: Forecast T+1@11:T+2@11: DOWN (p=18.99%) [2025-10-09T00:07:37.617309] [INFO ] [FORECASTER] Completed predict_future for PDT [2025-10-09T00:07:37.617459] [INFO ] [sig ] PDT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:37.757943] [INFO ] [LOCAL ] Saved forecast: PDT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PDT.txt [2025-10-09T00:07:37.758233] [WARN ] [sig ] [1541/2211] Failed PDT after 0.2s | 4.88 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.758313] [INFO ] [sig ] [1542/2211] Forecasting PDX... [2025-10-09T00:07:37.758384] [INFO ] [sig ] Generating forecast for: PDX [2025-10-09T00:07:37.758454] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDX' from 'https://tdm.silogroup.org/data/derivative_storage/PDX.csv'. [2025-10-09T00:07:37.763051] [WARN ] [REMOTE ] Historical data not found for symbol 'PDX' (404). [2025-10-09T00:07:37.763236] [FATAL] [sig ] PDX: No historical data fetched. [2025-10-09T00:07:37.763326] [WARN ] [sig ] [1542/2211] Failed PDX after 0.0s | 4.88 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.763381] [INFO ] [sig ] [1543/2211] Forecasting PEB... [2025-10-09T00:07:37.763444] [INFO ] [sig ] Generating forecast for: PEB [2025-10-09T00:07:37.763512] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEB' from 'https://tdm.silogroup.org/data/derivative_storage/PEB.csv'. [2025-10-09T00:07:37.766820] [WARN ] [REMOTE ] Historical data not found for symbol 'PEB' (404). [2025-10-09T00:07:37.766990] [FATAL] [sig ] PEB: No historical data fetched. [2025-10-09T00:07:37.767074] [WARN ] [sig ] [1543/2211] Failed PEB after 0.0s | 4.88 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.767145] [INFO ] [sig ] [1544/2211] Forecasting PEG... [2025-10-09T00:07:37.767213] [INFO ] [sig ] Generating forecast for: PEG [2025-10-09T00:07:37.767281] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEG' from 'https://tdm.silogroup.org/data/derivative_storage/PEG.csv'. [2025-10-09T00:07:37.770561] [WARN ] [REMOTE ] Historical data not found for symbol 'PEG' (404). [2025-10-09T00:07:37.770752] [FATAL] [sig ] PEG: No historical data fetched. [2025-10-09T00:07:37.770836] [WARN ] [sig ] [1544/2211] Failed PEG after 0.0s | 4.89 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.770907] [INFO ] [sig ] [1545/2211] Forecasting PEN... [2025-10-09T00:07:37.770975] [INFO ] [sig ] Generating forecast for: PEN [2025-10-09T00:07:37.771043] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEN' from 'https://tdm.silogroup.org/data/derivative_storage/PEN.csv'. [2025-10-09T00:07:37.774306] [WARN ] [REMOTE ] Historical data not found for symbol 'PEN' (404). [2025-10-09T00:07:37.774476] [FATAL] [sig ] PEN: No historical data fetched. [2025-10-09T00:07:37.774559] [WARN ] [sig ] [1545/2211] Failed PEN after 0.0s | 4.89 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:37.774674] [INFO ] [sig ] [1546/2211] Forecasting PEO... [2025-10-09T00:07:37.774757] [INFO ] [sig ] Generating forecast for: PEO [2025-10-09T00:07:37.774836] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEO' from 'https://tdm.silogroup.org/data/derivative_storage/PEO.csv'. [2025-10-09T00:07:37.783801] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PEO'. [2025-10-09T00:07:37.784164] [INFO ] [FORECASTER] Starting predict_future for PEO [2025-10-09T00:07:37.809629] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:37.810400] [DEBUG] [LOCAL ] No optimal features file found for PEO: ./output/feature-sets/PEO.txt [2025-10-09T00:07:37.810478] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:37.810549] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:37.810616] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:37.810740] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:37.829298] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:37.829980] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:37.830087] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:37.830156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:37.864189] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:37.864321] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:37.864365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:37.864398] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:37.867737] [DEBUG] [FORECASTER] PEO: Forecast T+1@11:T+2@11: DOWN (p=27.73%) [2025-10-09T00:07:37.868023] [INFO ] [FORECASTER] Completed predict_future for PEO [2025-10-09T00:07:37.868163] [INFO ] [sig ] PEO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:38.012086] [INFO ] [LOCAL ] Saved forecast: PEO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PEO.txt [2025-10-09T00:07:38.012423] [WARN ] [sig ] [1546/2211] Failed PEO after 0.2s | 4.89 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:38.012522] [INFO ] [sig ] [1547/2211] Forecasting PERF... [2025-10-09T00:07:38.012579] [INFO ] [sig ] Generating forecast for: PERF [2025-10-09T00:07:38.012623] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PERF' from 'https://tdm.silogroup.org/data/derivative_storage/PERF.csv'. [2025-10-09T00:07:38.017930] [WARN ] [REMOTE ] Historical data not found for symbol 'PERF' (404). [2025-10-09T00:07:38.018137] [FATAL] [sig ] PERF: No historical data fetched. [2025-10-09T00:07:38.018252] [WARN ] [sig ] [1547/2211] Failed PERF after 0.0s | 4.89 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:38.018341] [INFO ] [sig ] [1548/2211] Forecasting PFD... [2025-10-09T00:07:38.018411] [INFO ] [sig ] Generating forecast for: PFD [2025-10-09T00:07:38.018481] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFD' from 'https://tdm.silogroup.org/data/derivative_storage/PFD.csv'. [2025-10-09T00:07:38.022214] [WARN ] [REMOTE ] Historical data not found for symbol 'PFD' (404). [2025-10-09T00:07:38.022416] [FATAL] [sig ] PFD: No historical data fetched. [2025-10-09T00:07:38.022542] [WARN ] [sig ] [1548/2211] Failed PFD after 0.0s | 4.90 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:38.022634] [INFO ] [sig ] [1549/2211] Forecasting PFE... [2025-10-09T00:07:38.022746] [INFO ] [sig ] Generating forecast for: PFE [2025-10-09T00:07:38.022817] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFE' from 'https://tdm.silogroup.org/data/derivative_storage/PFE.csv'. [2025-10-09T00:07:38.026395] [WARN ] [REMOTE ] Historical data not found for symbol 'PFE' (404). [2025-10-09T00:07:38.026567] [FATAL] [sig ] PFE: No historical data fetched. [2025-10-09T00:07:38.026678] [WARN ] [sig ] [1549/2211] Failed PFE after 0.0s | 4.90 sym/s | Total: 5.3m | ETA: 2.3m [2025-10-09T00:07:38.026753] [INFO ] [sig ] [1550/2211] Forecasting PFGC... [2025-10-09T00:07:38.026822] [INFO ] [sig ] Generating forecast for: PFGC [2025-10-09T00:07:38.026890] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFGC' from 'https://tdm.silogroup.org/data/derivative_storage/PFGC.csv'. [2025-10-09T00:07:38.030369] [WARN ] [REMOTE ] Historical data not found for symbol 'PFGC' (404). [2025-10-09T00:07:38.030538] [FATAL] [sig ] PFGC: No historical data fetched. [2025-10-09T00:07:38.030624] [WARN ] [sig ] [1550/2211] Failed PFGC after 0.0s | 4.90 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.030717] [INFO ] [sig ] [1551/2211] Forecasting PFH... [2025-10-09T00:07:38.030786] [INFO ] [sig ] Generating forecast for: PFH [2025-10-09T00:07:38.030854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFH' from 'https://tdm.silogroup.org/data/derivative_storage/PFH.csv'. [2025-10-09T00:07:38.034432] [WARN ] [REMOTE ] Historical data not found for symbol 'PFH' (404). [2025-10-09T00:07:38.034618] [FATAL] [sig ] PFH: No historical data fetched. [2025-10-09T00:07:38.034725] [WARN ] [sig ] [1551/2211] Failed PFH after 0.0s | 4.91 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.034808] [INFO ] [sig ] [1552/2211] Forecasting PFL... [2025-10-09T00:07:38.034891] [INFO ] [sig ] Generating forecast for: PFL [2025-10-09T00:07:38.034962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFL' from 'https://tdm.silogroup.org/data/derivative_storage/PFL.csv'. [2025-10-09T00:07:38.044082] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PFL'. [2025-10-09T00:07:38.044425] [INFO ] [FORECASTER] Starting predict_future for PFL [2025-10-09T00:07:38.070464] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:38.071327] [DEBUG] [LOCAL ] No optimal features file found for PFL: ./output/feature-sets/PFL.txt [2025-10-09T00:07:38.071408] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:38.071495] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:38.071580] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:38.071734] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:38.089564] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:38.090216] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:38.090320] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:38.090403] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:38.128135] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:38.128323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:38.128372] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:38.128406] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:38.132066] [DEBUG] [FORECASTER] PFL: Forecast T+1@11:T+2@11: UP (p=86.97%) [2025-10-09T00:07:38.132367] [INFO ] [FORECASTER] Completed predict_future for PFL [2025-10-09T00:07:38.132515] [INFO ] [sig ] PFL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:38.272158] [INFO ] [LOCAL ] Saved forecast: PFL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PFL.txt [2025-10-09T00:07:38.272434] [WARN ] [sig ] [1552/2211] Failed PFL after 0.2s | 4.91 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.272511] [INFO ] [sig ] [1553/2211] Forecasting PFLT... [2025-10-09T00:07:38.272581] [INFO ] [sig ] Generating forecast for: PFLT [2025-10-09T00:07:38.272675] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFLT' from 'https://tdm.silogroup.org/data/derivative_storage/PFLT.csv'. [2025-10-09T00:07:38.277281] [WARN ] [REMOTE ] Historical data not found for symbol 'PFLT' (404). [2025-10-09T00:07:38.277463] [FATAL] [sig ] PFLT: No historical data fetched. [2025-10-09T00:07:38.277553] [WARN ] [sig ] [1553/2211] Failed PFLT after 0.0s | 4.91 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.277624] [INFO ] [sig ] [1554/2211] Forecasting PFN... [2025-10-09T00:07:38.277717] [INFO ] [sig ] Generating forecast for: PFN [2025-10-09T00:07:38.277785] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFN' from 'https://tdm.silogroup.org/data/derivative_storage/PFN.csv'. [2025-10-09T00:07:38.286533] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PFN'. [2025-10-09T00:07:38.286899] [INFO ] [FORECASTER] Starting predict_future for PFN [2025-10-09T00:07:38.312322] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:38.313135] [DEBUG] [LOCAL ] No optimal features file found for PFN: ./output/feature-sets/PFN.txt [2025-10-09T00:07:38.313213] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:38.313300] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:38.313368] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:38.313465] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:38.331568] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:38.332272] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:38.332382] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:38.332453] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:38.371185] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:38.371316] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:38.371360] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:38.371394] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:38.374753] [DEBUG] [FORECASTER] PFN: Forecast T+1@11:T+2@11: DOWN (p=40.33%) [2025-10-09T00:07:38.375044] [INFO ] [FORECASTER] Completed predict_future for PFN [2025-10-09T00:07:38.375189] [INFO ] [sig ] PFN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:38.516752] [INFO ] [LOCAL ] Saved forecast: PFN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PFN.txt [2025-10-09T00:07:38.517026] [WARN ] [sig ] [1554/2211] Failed PFN after 0.2s | 4.91 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.517106] [INFO ] [sig ] [1555/2211] Forecasting PFO... [2025-10-09T00:07:38.517178] [INFO ] [sig ] Generating forecast for: PFO [2025-10-09T00:07:38.517250] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFO' from 'https://tdm.silogroup.org/data/derivative_storage/PFO.csv'. [2025-10-09T00:07:38.527511] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PFO'. [2025-10-09T00:07:38.527968] [INFO ] [FORECASTER] Starting predict_future for PFO [2025-10-09T00:07:38.553546] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:38.554341] [DEBUG] [LOCAL ] No optimal features file found for PFO: ./output/feature-sets/PFO.txt [2025-10-09T00:07:38.554421] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:38.554494] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:38.554564] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:38.554688] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:38.572455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:38.573088] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:38.573194] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:38.573269] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:38.609433] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:38.609560] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:38.609603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:38.609636] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:38.613066] [DEBUG] [FORECASTER] PFO: Forecast T+1@11:T+2@11: UP (p=99.31%) [2025-10-09T00:07:38.613353] [INFO ] [FORECASTER] Completed predict_future for PFO [2025-10-09T00:07:38.613703] [INFO ] [sig ] PFO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:38.754979] [INFO ] [LOCAL ] Saved forecast: PFO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PFO.txt [2025-10-09T00:07:38.755246] [WARN ] [sig ] [1555/2211] Failed PFO after 0.2s | 4.91 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.755325] [INFO ] [sig ] [1556/2211] Forecasting PFS... [2025-10-09T00:07:38.755395] [INFO ] [sig ] Generating forecast for: PFS [2025-10-09T00:07:38.755446] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFS' from 'https://tdm.silogroup.org/data/derivative_storage/PFS.csv'. [2025-10-09T00:07:38.760069] [WARN ] [REMOTE ] Historical data not found for symbol 'PFS' (404). [2025-10-09T00:07:38.760282] [FATAL] [sig ] PFS: No historical data fetched. [2025-10-09T00:07:38.760376] [WARN ] [sig ] [1556/2211] Failed PFS after 0.0s | 4.91 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.760447] [INFO ] [sig ] [1557/2211] Forecasting PFSI... [2025-10-09T00:07:38.760516] [INFO ] [sig ] Generating forecast for: PFSI [2025-10-09T00:07:38.760585] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFSI' from 'https://tdm.silogroup.org/data/derivative_storage/PFSI.csv'. [2025-10-09T00:07:38.764209] [WARN ] [REMOTE ] Historical data not found for symbol 'PFSI' (404). [2025-10-09T00:07:38.764384] [FATAL] [sig ] PFSI: No historical data fetched. [2025-10-09T00:07:38.764472] [WARN ] [sig ] [1557/2211] Failed PFSI after 0.0s | 4.91 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.764545] [INFO ] [sig ] [1558/2211] Forecasting PG... [2025-10-09T00:07:38.764613] [INFO ] [sig ] Generating forecast for: PG [2025-10-09T00:07:38.764702] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PG' from 'https://tdm.silogroup.org/data/derivative_storage/PG.csv'. [2025-10-09T00:07:38.767974] [WARN ] [REMOTE ] Historical data not found for symbol 'PG' (404). [2025-10-09T00:07:38.768144] [FATAL] [sig ] PG: No historical data fetched. [2025-10-09T00:07:38.768231] [WARN ] [sig ] [1558/2211] Failed PG after 0.0s | 4.92 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:38.768307] [INFO ] [sig ] [1559/2211] Forecasting PGP... [2025-10-09T00:07:38.768376] [INFO ] [sig ] Generating forecast for: PGP [2025-10-09T00:07:38.768446] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGP' from 'https://tdm.silogroup.org/data/derivative_storage/PGP.csv'. [2025-10-09T00:07:38.777153] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PGP'. [2025-10-09T00:07:38.777487] [INFO ] [FORECASTER] Starting predict_future for PGP [2025-10-09T00:07:38.802753] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:38.803511] [DEBUG] [LOCAL ] No optimal features file found for PGP: ./output/feature-sets/PGP.txt [2025-10-09T00:07:38.803590] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:38.803712] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:38.803782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:38.803879] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:38.821202] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:38.821853] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:38.821956] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:38.822026] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:38.857501] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:38.857609] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:38.857679] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:38.857739] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:38.860979] [DEBUG] [FORECASTER] PGP: Forecast T+1@11:T+2@11: UP (p=67.38%) [2025-10-09T00:07:38.861265] [INFO ] [FORECASTER] Completed predict_future for PGP [2025-10-09T00:07:38.861411] [INFO ] [sig ] PGP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:39.000639] [INFO ] [LOCAL ] Saved forecast: PGP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PGP.txt [2025-10-09T00:07:39.000915] [WARN ] [sig ] [1559/2211] Failed PGP after 0.2s | 4.92 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.000994] [INFO ] [sig ] [1560/2211] Forecasting PGR... [2025-10-09T00:07:39.001064] [INFO ] [sig ] Generating forecast for: PGR [2025-10-09T00:07:39.001133] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGR' from 'https://tdm.silogroup.org/data/derivative_storage/PGR.csv'. [2025-10-09T00:07:39.006220] [WARN ] [REMOTE ] Historical data not found for symbol 'PGR' (404). [2025-10-09T00:07:39.006403] [FATAL] [sig ] PGR: No historical data fetched. [2025-10-09T00:07:39.006493] [WARN ] [sig ] [1560/2211] Failed PGR after 0.0s | 4.92 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.006591] [INFO ] [sig ] [1561/2211] Forecasting PGRE... [2025-10-09T00:07:39.006687] [INFO ] [sig ] Generating forecast for: PGRE [2025-10-09T00:07:39.006770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGRE' from 'https://tdm.silogroup.org/data/derivative_storage/PGRE.csv'. [2025-10-09T00:07:39.010224] [WARN ] [REMOTE ] Historical data not found for symbol 'PGRE' (404). [2025-10-09T00:07:39.010404] [FATAL] [sig ] PGRE: No historical data fetched. [2025-10-09T00:07:39.010490] [WARN ] [sig ] [1561/2211] Failed PGRE after 0.0s | 4.92 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.010562] [INFO ] [sig ] [1562/2211] Forecasting PGZ... [2025-10-09T00:07:39.010628] [INFO ] [sig ] Generating forecast for: PGZ [2025-10-09T00:07:39.010721] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGZ' from 'https://tdm.silogroup.org/data/derivative_storage/PGZ.csv'. [2025-10-09T00:07:39.020008] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PGZ'. [2025-10-09T00:07:39.020344] [INFO ] [FORECASTER] Starting predict_future for PGZ [2025-10-09T00:07:39.045417] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:39.046219] [DEBUG] [LOCAL ] No optimal features file found for PGZ: ./output/feature-sets/PGZ.txt [2025-10-09T00:07:39.046295] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:39.046366] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:39.046434] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:39.046531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:39.063954] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:39.064536] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:39.064662] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:39.064734] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:39.099914] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:39.100023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:39.100064] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:39.100096] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:39.103253] [DEBUG] [FORECASTER] PGZ: Forecast T+1@11:T+2@11: UP (p=83.36%) [2025-10-09T00:07:39.103530] [INFO ] [FORECASTER] Completed predict_future for PGZ [2025-10-09T00:07:39.103699] [INFO ] [sig ] PGZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:39.242830] [INFO ] [LOCAL ] Saved forecast: PGZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PGZ.txt [2025-10-09T00:07:39.243114] [WARN ] [sig ] [1562/2211] Failed PGZ after 0.2s | 4.92 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.243192] [INFO ] [sig ] [1563/2211] Forecasting PH... [2025-10-09T00:07:39.243262] [INFO ] [sig ] Generating forecast for: PH [2025-10-09T00:07:39.243333] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PH' from 'https://tdm.silogroup.org/data/derivative_storage/PH.csv'. [2025-10-09T00:07:39.248217] [WARN ] [REMOTE ] Historical data not found for symbol 'PH' (404). [2025-10-09T00:07:39.248400] [FATAL] [sig ] PH: No historical data fetched. [2025-10-09T00:07:39.248491] [WARN ] [sig ] [1563/2211] Failed PH after 0.0s | 4.92 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.248562] [INFO ] [sig ] [1564/2211] Forecasting PHD... [2025-10-09T00:07:39.248628] [INFO ] [sig ] Generating forecast for: PHD [2025-10-09T00:07:39.248763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHD' from 'https://tdm.silogroup.org/data/derivative_storage/PHD.csv'. [2025-10-09T00:07:39.257425] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PHD'. [2025-10-09T00:07:39.257772] [INFO ] [FORECASTER] Starting predict_future for PHD [2025-10-09T00:07:39.282962] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:39.283740] [DEBUG] [LOCAL ] No optimal features file found for PHD: ./output/feature-sets/PHD.txt [2025-10-09T00:07:39.283816] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:39.283888] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:39.283955] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:39.284054] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:39.301405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:39.302055] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:39.302163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:39.302211] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:39.338040] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:39.338187] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:39.338230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:39.338264] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:39.341627] [DEBUG] [FORECASTER] PHD: Forecast T+1@11:T+2@11: DOWN (p=31.83%) [2025-10-09T00:07:39.341943] [INFO ] [FORECASTER] Completed predict_future for PHD [2025-10-09T00:07:39.342090] [INFO ] [sig ] PHD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:39.481172] [INFO ] [LOCAL ] Saved forecast: PHD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PHD.txt [2025-10-09T00:07:39.481419] [WARN ] [sig ] [1564/2211] Failed PHD after 0.2s | 4.92 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.481496] [INFO ] [sig ] [1565/2211] Forecasting PHG... [2025-10-09T00:07:39.481566] [INFO ] [sig ] Generating forecast for: PHG [2025-10-09T00:07:39.481636] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHG' from 'https://tdm.silogroup.org/data/derivative_storage/PHG.csv'. [2025-10-09T00:07:39.486335] [WARN ] [REMOTE ] Historical data not found for symbol 'PHG' (404). [2025-10-09T00:07:39.486520] [FATAL] [sig ] PHG: No historical data fetched. [2025-10-09T00:07:39.486610] [WARN ] [sig ] [1565/2211] Failed PHG after 0.0s | 4.93 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.486703] [INFO ] [sig ] [1566/2211] Forecasting PHI... [2025-10-09T00:07:39.486772] [INFO ] [sig ] Generating forecast for: PHI [2025-10-09T00:07:39.486822] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHI' from 'https://tdm.silogroup.org/data/derivative_storage/PHI.csv'. [2025-10-09T00:07:39.491381] [WARN ] [REMOTE ] Historical data not found for symbol 'PHI' (404). [2025-10-09T00:07:39.491755] [FATAL] [sig ] PHI: No historical data fetched. [2025-10-09T00:07:39.491854] [WARN ] [sig ] [1566/2211] Failed PHI after 0.0s | 4.93 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.491927] [INFO ] [sig ] [1567/2211] Forecasting PHIN... [2025-10-09T00:07:39.491996] [INFO ] [sig ] Generating forecast for: PHIN [2025-10-09T00:07:39.492064] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHIN' from 'https://tdm.silogroup.org/data/derivative_storage/PHIN.csv'. [2025-10-09T00:07:39.495772] [WARN ] [REMOTE ] Historical data not found for symbol 'PHIN' (404). [2025-10-09T00:07:39.495950] [FATAL] [sig ] PHIN: No historical data fetched. [2025-10-09T00:07:39.496036] [WARN ] [sig ] [1567/2211] Failed PHIN after 0.0s | 4.93 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.496150] [INFO ] [sig ] [1568/2211] Forecasting PHK... [2025-10-09T00:07:39.496230] [INFO ] [sig ] Generating forecast for: PHK [2025-10-09T00:07:39.496371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHK' from 'https://tdm.silogroup.org/data/derivative_storage/PHK.csv'. [2025-10-09T00:07:39.505255] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PHK'. [2025-10-09T00:07:39.505588] [INFO ] [FORECASTER] Starting predict_future for PHK [2025-10-09T00:07:39.531532] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:39.532324] [DEBUG] [LOCAL ] No optimal features file found for PHK: ./output/feature-sets/PHK.txt [2025-10-09T00:07:39.532404] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:39.532477] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:39.532546] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:39.532671] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:39.551403] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:39.552035] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:39.552138] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:39.552208] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:39.588290] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:39.588393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:39.588435] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:39.588469] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:39.591851] [DEBUG] [FORECASTER] PHK: Forecast T+1@11:T+2@11: DOWN (p=36.66%) [2025-10-09T00:07:39.592153] [INFO ] [FORECASTER] Completed predict_future for PHK [2025-10-09T00:07:39.592297] [INFO ] [sig ] PHK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:39.734496] [INFO ] [LOCAL ] Saved forecast: PHK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PHK.txt [2025-10-09T00:07:39.734771] [WARN ] [sig ] [1568/2211] Failed PHK after 0.2s | 4.93 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.734852] [INFO ] [sig ] [1569/2211] Forecasting PHM... [2025-10-09T00:07:39.734925] [INFO ] [sig ] Generating forecast for: PHM [2025-10-09T00:07:39.734997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHM' from 'https://tdm.silogroup.org/data/derivative_storage/PHM.csv'. [2025-10-09T00:07:39.740124] [WARN ] [REMOTE ] Historical data not found for symbol 'PHM' (404). [2025-10-09T00:07:39.740312] [FATAL] [sig ] PHM: No historical data fetched. [2025-10-09T00:07:39.740407] [WARN ] [sig ] [1569/2211] Failed PHM after 0.0s | 4.94 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.740480] [INFO ] [sig ] [1570/2211] Forecasting PHR... [2025-10-09T00:07:39.740549] [INFO ] [sig ] Generating forecast for: PHR [2025-10-09T00:07:39.740618] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHR' from 'https://tdm.silogroup.org/data/derivative_storage/PHR.csv'. [2025-10-09T00:07:39.744067] [WARN ] [REMOTE ] Historical data not found for symbol 'PHR' (404). [2025-10-09T00:07:39.744241] [FATAL] [sig ] PHR: No historical data fetched. [2025-10-09T00:07:39.744334] [WARN ] [sig ] [1570/2211] Failed PHR after 0.0s | 4.94 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.744406] [INFO ] [sig ] [1571/2211] Forecasting PII... [2025-10-09T00:07:39.744475] [INFO ] [sig ] Generating forecast for: PII [2025-10-09T00:07:39.744545] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PII' from 'https://tdm.silogroup.org/data/derivative_storage/PII.csv'. [2025-10-09T00:07:39.747978] [WARN ] [REMOTE ] Historical data not found for symbol 'PII' (404). [2025-10-09T00:07:39.748147] [FATAL] [sig ] PII: No historical data fetched. [2025-10-09T00:07:39.748231] [WARN ] [sig ] [1571/2211] Failed PII after 0.0s | 4.94 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.748328] [INFO ] [sig ] [1572/2211] Forecasting PIM... [2025-10-09T00:07:39.748413] [INFO ] [sig ] Generating forecast for: PIM [2025-10-09T00:07:39.748491] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PIM' from 'https://tdm.silogroup.org/data/derivative_storage/PIM.csv'. [2025-10-09T00:07:39.756482] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PIM'. [2025-10-09T00:07:39.756809] [INFO ] [FORECASTER] Starting predict_future for PIM [2025-10-09T00:07:39.782358] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:39.783139] [DEBUG] [LOCAL ] No optimal features file found for PIM: ./output/feature-sets/PIM.txt [2025-10-09T00:07:39.783216] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:39.783286] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:39.783360] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:39.783460] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:39.801295] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:39.801917] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:39.802018] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:39.802087] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:39.840526] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:39.840775] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:39.840841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:39.840877] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:39.844519] [DEBUG] [FORECASTER] PIM: Forecast T+1@11:T+2@11: UP (p=79.73%) [2025-10-09T00:07:39.844864] [INFO ] [FORECASTER] Completed predict_future for PIM [2025-10-09T00:07:39.845025] [INFO ] [sig ] PIM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:39.991039] [INFO ] [LOCAL ] Saved forecast: PIM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PIM.txt [2025-10-09T00:07:39.991506] [WARN ] [sig ] [1572/2211] Failed PIM after 0.2s | 4.94 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.991591] [INFO ] [sig ] [1573/2211] Forecasting PINE... [2025-10-09T00:07:39.991695] [INFO ] [sig ] Generating forecast for: PINE [2025-10-09T00:07:39.991768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PINE' from 'https://tdm.silogroup.org/data/derivative_storage/PINE.csv'. [2025-10-09T00:07:39.996858] [WARN ] [REMOTE ] Historical data not found for symbol 'PINE' (404). [2025-10-09T00:07:39.997079] [FATAL] [sig ] PINE: No historical data fetched. [2025-10-09T00:07:39.997171] [WARN ] [sig ] [1573/2211] Failed PINE after 0.0s | 4.94 sym/s | Total: 5.3m | ETA: 2.2m [2025-10-09T00:07:39.997258] [INFO ] [sig ] [1574/2211] Forecasting PINS... [2025-10-09T00:07:39.997344] [INFO ] [sig ] Generating forecast for: PINS [2025-10-09T00:07:39.997431] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PINS' from 'https://tdm.silogroup.org/data/derivative_storage/PINS.csv'. [2025-10-09T00:07:40.001507] [WARN ] [REMOTE ] Historical data not found for symbol 'PINS' (404). [2025-10-09T00:07:40.001734] [FATAL] [sig ] PINS: No historical data fetched. [2025-10-09T00:07:40.001825] [WARN ] [sig ] [1574/2211] Failed PINS after 0.0s | 4.95 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.001897] [INFO ] [sig ] [1575/2211] Forecasting PIPR... [2025-10-09T00:07:40.001968] [INFO ] [sig ] Generating forecast for: PIPR [2025-10-09T00:07:40.002036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PIPR' from 'https://tdm.silogroup.org/data/derivative_storage/PIPR.csv'. [2025-10-09T00:07:40.005593] [WARN ] [REMOTE ] Historical data not found for symbol 'PIPR' (404). [2025-10-09T00:07:40.005809] [FATAL] [sig ] PIPR: No historical data fetched. [2025-10-09T00:07:40.005896] [WARN ] [sig ] [1575/2211] Failed PIPR after 0.0s | 4.95 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.005968] [INFO ] [sig ] [1576/2211] Forecasting PJT... [2025-10-09T00:07:40.006037] [INFO ] [sig ] Generating forecast for: PJT [2025-10-09T00:07:40.006105] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PJT' from 'https://tdm.silogroup.org/data/derivative_storage/PJT.csv'. [2025-10-09T00:07:40.009848] [WARN ] [REMOTE ] Historical data not found for symbol 'PJT' (404). [2025-10-09T00:07:40.010025] [FATAL] [sig ] PJT: No historical data fetched. [2025-10-09T00:07:40.010111] [WARN ] [sig ] [1576/2211] Failed PJT after 0.0s | 4.95 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.010182] [INFO ] [sig ] [1577/2211] Forecasting PK... [2025-10-09T00:07:40.010249] [INFO ] [sig ] Generating forecast for: PK [2025-10-09T00:07:40.010336] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PK' from 'https://tdm.silogroup.org/data/derivative_storage/PK.csv'. [2025-10-09T00:07:40.013732] [WARN ] [REMOTE ] Historical data not found for symbol 'PK' (404). [2025-10-09T00:07:40.013904] [FATAL] [sig ] PK: No historical data fetched. [2025-10-09T00:07:40.013991] [WARN ] [sig ] [1577/2211] Failed PK after 0.0s | 4.96 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.014062] [INFO ] [sig ] [1578/2211] Forecasting PKE... [2025-10-09T00:07:40.014130] [INFO ] [sig ] Generating forecast for: PKE [2025-10-09T00:07:40.014198] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKE' from 'https://tdm.silogroup.org/data/derivative_storage/PKE.csv'. [2025-10-09T00:07:40.017567] [WARN ] [REMOTE ] Historical data not found for symbol 'PKE' (404). [2025-10-09T00:07:40.017770] [FATAL] [sig ] PKE: No historical data fetched. [2025-10-09T00:07:40.017857] [WARN ] [sig ] [1578/2211] Failed PKE after 0.0s | 4.96 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.017928] [INFO ] [sig ] [1579/2211] Forecasting PKG... [2025-10-09T00:07:40.017997] [INFO ] [sig ] Generating forecast for: PKG [2025-10-09T00:07:40.018064] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKG' from 'https://tdm.silogroup.org/data/derivative_storage/PKG.csv'. [2025-10-09T00:07:40.021609] [WARN ] [REMOTE ] Historical data not found for symbol 'PKG' (404). [2025-10-09T00:07:40.021810] [FATAL] [sig ] PKG: No historical data fetched. [2025-10-09T00:07:40.021898] [WARN ] [sig ] [1579/2211] Failed PKG after 0.0s | 4.96 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.021970] [INFO ] [sig ] [1580/2211] Forecasting PKST... [2025-10-09T00:07:40.022038] [INFO ] [sig ] Generating forecast for: PKST [2025-10-09T00:07:40.022106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKST' from 'https://tdm.silogroup.org/data/derivative_storage/PKST.csv'. [2025-10-09T00:07:40.025497] [WARN ] [REMOTE ] Historical data not found for symbol 'PKST' (404). [2025-10-09T00:07:40.025704] [FATAL] [sig ] PKST: No historical data fetched. [2025-10-09T00:07:40.025791] [WARN ] [sig ] [1580/2211] Failed PKST after 0.0s | 4.97 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.025862] [INFO ] [sig ] [1581/2211] Forecasting PKX... [2025-10-09T00:07:40.025930] [INFO ] [sig ] Generating forecast for: PKX [2025-10-09T00:07:40.026023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKX' from 'https://tdm.silogroup.org/data/derivative_storage/PKX.csv'. [2025-10-09T00:07:40.029466] [WARN ] [REMOTE ] Historical data not found for symbol 'PKX' (404). [2025-10-09T00:07:40.029697] [FATAL] [sig ] PKX: No historical data fetched. [2025-10-09T00:07:40.029789] [WARN ] [sig ] [1581/2211] Failed PKX after 0.0s | 4.97 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.029864] [INFO ] [sig ] [1582/2211] Forecasting PL... [2025-10-09T00:07:40.029934] [INFO ] [sig ] Generating forecast for: PL [2025-10-09T00:07:40.030018] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PL' from 'https://tdm.silogroup.org/data/derivative_storage/PL.csv'. [2025-10-09T00:07:40.033411] [WARN ] [REMOTE ] Historical data not found for symbol 'PL' (404). [2025-10-09T00:07:40.033585] [FATAL] [sig ] PL: No historical data fetched. [2025-10-09T00:07:40.033694] [WARN ] [sig ] [1582/2211] Failed PL after 0.0s | 4.97 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.033786] [INFO ] [sig ] [1583/2211] Forecasting PLD... [2025-10-09T00:07:40.033868] [INFO ] [sig ] Generating forecast for: PLD [2025-10-09T00:07:40.033947] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLD' from 'https://tdm.silogroup.org/data/derivative_storage/PLD.csv'. [2025-10-09T00:07:40.037323] [WARN ] [REMOTE ] Historical data not found for symbol 'PLD' (404). [2025-10-09T00:07:40.037515] [FATAL] [sig ] PLD: No historical data fetched. [2025-10-09T00:07:40.037604] [WARN ] [sig ] [1583/2211] Failed PLD after 0.0s | 4.98 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.037699] [INFO ] [sig ] [1584/2211] Forecasting PLNT... [2025-10-09T00:07:40.037768] [INFO ] [sig ] Generating forecast for: PLNT [2025-10-09T00:07:40.037837] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLNT' from 'https://tdm.silogroup.org/data/derivative_storage/PLNT.csv'. [2025-10-09T00:07:40.041350] [WARN ] [REMOTE ] Historical data not found for symbol 'PLNT' (404). [2025-10-09T00:07:40.041542] [FATAL] [sig ] PLNT: No historical data fetched. [2025-10-09T00:07:40.041632] [WARN ] [sig ] [1584/2211] Failed PLNT after 0.0s | 4.98 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.041732] [INFO ] [sig ] [1585/2211] Forecasting PLOW... [2025-10-09T00:07:40.041803] [INFO ] [sig ] Generating forecast for: PLOW [2025-10-09T00:07:40.041874] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLOW' from 'https://tdm.silogroup.org/data/derivative_storage/PLOW.csv'. [2025-10-09T00:07:40.045267] [WARN ] [REMOTE ] Historical data not found for symbol 'PLOW' (404). [2025-10-09T00:07:40.045442] [FATAL] [sig ] PLOW: No historical data fetched. [2025-10-09T00:07:40.045531] [WARN ] [sig ] [1585/2211] Failed PLOW after 0.0s | 4.98 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.045605] [INFO ] [sig ] [1586/2211] Forecasting PLYM... [2025-10-09T00:07:40.045706] [INFO ] [sig ] Generating forecast for: PLYM [2025-10-09T00:07:40.045777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLYM' from 'https://tdm.silogroup.org/data/derivative_storage/PLYM.csv'. [2025-10-09T00:07:40.049480] [WARN ] [REMOTE ] Historical data not found for symbol 'PLYM' (404). [2025-10-09T00:07:40.049685] [FATAL] [sig ] PLYM: No historical data fetched. [2025-10-09T00:07:40.049774] [WARN ] [sig ] [1586/2211] Failed PLYM after 0.0s | 4.98 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.049857] [INFO ] [sig ] [1587/2211] Forecasting PM... [2025-10-09T00:07:40.049941] [INFO ] [sig ] Generating forecast for: PM [2025-10-09T00:07:40.050011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PM' from 'https://tdm.silogroup.org/data/derivative_storage/PM.csv'. [2025-10-09T00:07:40.053413] [WARN ] [REMOTE ] Historical data not found for symbol 'PM' (404). [2025-10-09T00:07:40.053593] [FATAL] [sig ] PM: No historical data fetched. [2025-10-09T00:07:40.053713] [WARN ] [sig ] [1587/2211] Failed PM after 0.0s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.053804] [INFO ] [sig ] [1588/2211] Forecasting PML... [2025-10-09T00:07:40.053889] [INFO ] [sig ] Generating forecast for: PML [2025-10-09T00:07:40.053983] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PML' from 'https://tdm.silogroup.org/data/derivative_storage/PML.csv'. [2025-10-09T00:07:40.063065] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PML'. [2025-10-09T00:07:40.063506] [INFO ] [FORECASTER] Starting predict_future for PML [2025-10-09T00:07:40.090190] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:40.091087] [DEBUG] [LOCAL ] No optimal features file found for PML: ./output/feature-sets/PML.txt [2025-10-09T00:07:40.091167] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:40.091240] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:40.091312] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:40.091415] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:40.110123] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:40.110805] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:40.110907] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:40.110978] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:40.148660] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:40.148802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:40.148848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:40.148884] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:40.153287] [DEBUG] [FORECASTER] PML: Forecast T+1@11:T+2@11: DOWN (p=38.25%) [2025-10-09T00:07:40.153796] [INFO ] [FORECASTER] Completed predict_future for PML [2025-10-09T00:07:40.153985] [INFO ] [sig ] PML: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:40.303004] [INFO ] [LOCAL ] Saved forecast: PML 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PML.txt [2025-10-09T00:07:40.303275] [WARN ] [sig ] [1588/2211] Failed PML after 0.2s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.303354] [INFO ] [sig ] [1589/2211] Forecasting PMM... [2025-10-09T00:07:40.303425] [INFO ] [sig ] Generating forecast for: PMM [2025-10-09T00:07:40.303497] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PMM' from 'https://tdm.silogroup.org/data/derivative_storage/PMM.csv'. [2025-10-09T00:07:40.313734] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PMM'. [2025-10-09T00:07:40.314041] [INFO ] [FORECASTER] Starting predict_future for PMM [2025-10-09T00:07:40.340143] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:40.340939] [DEBUG] [LOCAL ] No optimal features file found for PMM: ./output/feature-sets/PMM.txt [2025-10-09T00:07:40.341018] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:40.341092] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:40.341161] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:40.341259] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:40.360163] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:40.360789] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:40.360902] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:40.360980] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:40.396407] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:40.396513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:40.396558] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:40.396593] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:40.401497] [DEBUG] [FORECASTER] PMM: Forecast T+1@11:T+2@11: UP (p=95.57%) [2025-10-09T00:07:40.401977] [INFO ] [FORECASTER] Completed predict_future for PMM [2025-10-09T00:07:40.402188] [INFO ] [sig ] PMM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:40.563960] [INFO ] [LOCAL ] Saved forecast: PMM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PMM.txt [2025-10-09T00:07:40.564215] [WARN ] [sig ] [1589/2211] Failed PMM after 0.3s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.564303] [INFO ] [sig ] [1590/2211] Forecasting PMO... [2025-10-09T00:07:40.564374] [INFO ] [sig ] Generating forecast for: PMO [2025-10-09T00:07:40.564445] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PMO' from 'https://tdm.silogroup.org/data/derivative_storage/PMO.csv'. [2025-10-09T00:07:40.575367] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PMO'. [2025-10-09T00:07:40.575713] [INFO ] [FORECASTER] Starting predict_future for PMO [2025-10-09T00:07:40.601965] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:40.602771] [DEBUG] [LOCAL ] No optimal features file found for PMO: ./output/feature-sets/PMO.txt [2025-10-09T00:07:40.602848] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:40.602919] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:40.602985] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:40.603083] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:40.620718] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:40.621349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:40.621451] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:40.621521] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:40.657596] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:40.657720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:40.657778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:40.657848] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:40.661089] [DEBUG] [FORECASTER] PMO: Forecast T+1@11:T+2@11: UP (p=95.05%) [2025-10-09T00:07:40.661394] [INFO ] [FORECASTER] Completed predict_future for PMO [2025-10-09T00:07:40.661552] [INFO ] [sig ] PMO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:40.803241] [INFO ] [LOCAL ] Saved forecast: PMO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PMO.txt [2025-10-09T00:07:40.803463] [WARN ] [sig ] [1590/2211] Failed PMO after 0.2s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.803540] [INFO ] [sig ] [1591/2211] Forecasting PMT... [2025-10-09T00:07:40.803609] [INFO ] [sig ] Generating forecast for: PMT [2025-10-09T00:07:40.803699] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PMT' from 'https://tdm.silogroup.org/data/derivative_storage/PMT.csv'. [2025-10-09T00:07:40.808118] [WARN ] [REMOTE ] Historical data not found for symbol 'PMT' (404). [2025-10-09T00:07:40.808299] [FATAL] [sig ] PMT: No historical data fetched. [2025-10-09T00:07:40.808392] [WARN ] [sig ] [1591/2211] Failed PMT after 0.0s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.808464] [INFO ] [sig ] [1592/2211] Forecasting PNC... [2025-10-09T00:07:40.808533] [INFO ] [sig ] Generating forecast for: PNC [2025-10-09T00:07:40.808602] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNC' from 'https://tdm.silogroup.org/data/derivative_storage/PNC.csv'. [2025-10-09T00:07:40.812046] [WARN ] [REMOTE ] Historical data not found for symbol 'PNC' (404). [2025-10-09T00:07:40.812217] [FATAL] [sig ] PNC: No historical data fetched. [2025-10-09T00:07:40.812305] [WARN ] [sig ] [1592/2211] Failed PNC after 0.0s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:40.812376] [INFO ] [sig ] [1593/2211] Forecasting PNI... [2025-10-09T00:07:40.812444] [INFO ] [sig ] Generating forecast for: PNI [2025-10-09T00:07:40.812511] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNI' from 'https://tdm.silogroup.org/data/derivative_storage/PNI.csv'. [2025-10-09T00:07:40.820945] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PNI'. [2025-10-09T00:07:40.821260] [INFO ] [FORECASTER] Starting predict_future for PNI [2025-10-09T00:07:40.846618] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:40.847470] [DEBUG] [LOCAL ] No optimal features file found for PNI: ./output/feature-sets/PNI.txt [2025-10-09T00:07:40.847550] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:40.847663] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:40.847747] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:40.847858] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:40.865771] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:40.866401] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:40.866506] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:40.866588] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:40.904716] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:40.904805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:40.904846] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:40.904878] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:40.907930] [DEBUG] [FORECASTER] PNI: Forecast T+1@11:T+2@11: UP (p=79.78%) [2025-10-09T00:07:40.908200] [INFO ] [FORECASTER] Completed predict_future for PNI [2025-10-09T00:07:40.908345] [INFO ] [sig ] PNI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:41.050489] [INFO ] [LOCAL ] Saved forecast: PNI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PNI.txt [2025-10-09T00:07:41.050746] [WARN ] [sig ] [1593/2211] Failed PNI after 0.2s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:41.050824] [INFO ] [sig ] [1594/2211] Forecasting PNNT... [2025-10-09T00:07:41.050954] [INFO ] [sig ] Generating forecast for: PNNT [2025-10-09T00:07:41.051025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNNT' from 'https://tdm.silogroup.org/data/derivative_storage/PNNT.csv'. [2025-10-09T00:07:41.055590] [WARN ] [REMOTE ] Historical data not found for symbol 'PNNT' (404). [2025-10-09T00:07:41.055803] [FATAL] [sig ] PNNT: No historical data fetched. [2025-10-09T00:07:41.055894] [WARN ] [sig ] [1594/2211] Failed PNNT after 0.0s | 4.99 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:41.055980] [INFO ] [sig ] [1595/2211] Forecasting PNR... [2025-10-09T00:07:41.056061] [INFO ] [sig ] Generating forecast for: PNR [2025-10-09T00:07:41.056142] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNR' from 'https://tdm.silogroup.org/data/derivative_storage/PNR.csv'. [2025-10-09T00:07:41.059621] [WARN ] [REMOTE ] Historical data not found for symbol 'PNR' (404). [2025-10-09T00:07:41.059827] [FATAL] [sig ] PNR: No historical data fetched. [2025-10-09T00:07:41.059917] [WARN ] [sig ] [1595/2211] Failed PNR after 0.0s | 5.00 sym/s | Total: 5.3m | ETA: 2.1m [2025-10-09T00:07:41.060008] [INFO ] [sig ] [1596/2211] Forecasting PNW... [2025-10-09T00:07:41.060091] [INFO ] [sig ] Generating forecast for: PNW [2025-10-09T00:07:41.060174] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNW' from 'https://tdm.silogroup.org/data/derivative_storage/PNW.csv'. [2025-10-09T00:07:41.063511] [WARN ] [REMOTE ] Historical data not found for symbol 'PNW' (404). [2025-10-09T00:07:41.063717] [FATAL] [sig ] PNW: No historical data fetched. [2025-10-09T00:07:41.063803] [WARN ] [sig ] [1596/2211] Failed PNW after 0.0s | 5.00 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.063875] [INFO ] [sig ] [1597/2211] Forecasting POR... [2025-10-09T00:07:41.063942] [INFO ] [sig ] Generating forecast for: POR [2025-10-09T00:07:41.064009] [DEBUG] [REMOTE ] Fetching historical data for symbol 'POR' from 'https://tdm.silogroup.org/data/derivative_storage/POR.csv'. [2025-10-09T00:07:41.067600] [WARN ] [REMOTE ] Historical data not found for symbol 'POR' (404). [2025-10-09T00:07:41.067799] [FATAL] [sig ] POR: No historical data fetched. [2025-10-09T00:07:41.067887] [WARN ] [sig ] [1597/2211] Failed POR after 0.0s | 5.00 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.067972] [INFO ] [sig ] [1598/2211] Forecasting POST... [2025-10-09T00:07:41.068053] [INFO ] [sig ] Generating forecast for: POST [2025-10-09T00:07:41.068123] [DEBUG] [REMOTE ] Fetching historical data for symbol 'POST' from 'https://tdm.silogroup.org/data/derivative_storage/POST.csv'. [2025-10-09T00:07:41.071538] [WARN ] [REMOTE ] Historical data not found for symbol 'POST' (404). [2025-10-09T00:07:41.071746] [FATAL] [sig ] POST: No historical data fetched. [2025-10-09T00:07:41.071833] [WARN ] [sig ] [1598/2211] Failed POST after 0.0s | 5.01 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.071917] [INFO ] [sig ] [1599/2211] Forecasting PPG... [2025-10-09T00:07:41.071996] [INFO ] [sig ] Generating forecast for: PPG [2025-10-09T00:07:41.072099] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PPG' from 'https://tdm.silogroup.org/data/derivative_storage/PPG.csv'. [2025-10-09T00:07:41.075423] [WARN ] [REMOTE ] Historical data not found for symbol 'PPG' (404). [2025-10-09T00:07:41.075602] [FATAL] [sig ] PPG: No historical data fetched. [2025-10-09T00:07:41.075710] [WARN ] [sig ] [1599/2211] Failed PPG after 0.0s | 5.01 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.075782] [INFO ] [sig ] [1600/2211] Forecasting PPL... [2025-10-09T00:07:41.075851] [INFO ] [sig ] Generating forecast for: PPL [2025-10-09T00:07:41.075918] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PPL' from 'https://tdm.silogroup.org/data/derivative_storage/PPL.csv'. [2025-10-09T00:07:41.079211] [WARN ] [REMOTE ] Historical data not found for symbol 'PPL' (404). [2025-10-09T00:07:41.079415] [FATAL] [sig ] PPL: No historical data fetched. [2025-10-09T00:07:41.079502] [WARN ] [sig ] [1600/2211] Failed PPL after 0.0s | 5.01 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.079588] [INFO ] [sig ] [1601/2211] Forecasting PPT... [2025-10-09T00:07:41.079693] [INFO ] [sig ] Generating forecast for: PPT [2025-10-09T00:07:41.079776] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PPT' from 'https://tdm.silogroup.org/data/derivative_storage/PPT.csv'. [2025-10-09T00:07:41.088600] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PPT'. [2025-10-09T00:07:41.088939] [INFO ] [FORECASTER] Starting predict_future for PPT [2025-10-09T00:07:41.114348] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:41.115128] [DEBUG] [LOCAL ] No optimal features file found for PPT: ./output/feature-sets/PPT.txt [2025-10-09T00:07:41.115207] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:41.115277] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:41.115349] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:41.115446] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:41.133078] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:41.133665] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:41.133767] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:41.133835] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:41.170323] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:41.170435] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:41.170475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:41.170508] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:41.173857] [DEBUG] [FORECASTER] PPT: Forecast T+1@11:T+2@11: UP (p=90.75%) [2025-10-09T00:07:41.174189] [INFO ] [FORECASTER] Completed predict_future for PPT [2025-10-09T00:07:41.174331] [INFO ] [sig ] PPT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:41.321840] [INFO ] [LOCAL ] Saved forecast: PPT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/PPT.txt [2025-10-09T00:07:41.322082] [WARN ] [sig ] [1601/2211] Failed PPT after 0.2s | 5.01 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.322160] [INFO ] [sig ] [1602/2211] Forecasting PR... [2025-10-09T00:07:41.322228] [INFO ] [sig ] Generating forecast for: PR [2025-10-09T00:07:41.322274] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PR' from 'https://tdm.silogroup.org/data/derivative_storage/PR.csv'. [2025-10-09T00:07:41.327517] [WARN ] [REMOTE ] Historical data not found for symbol 'PR' (404). [2025-10-09T00:07:41.327726] [FATAL] [sig ] PR: No historical data fetched. [2025-10-09T00:07:41.327813] [WARN ] [sig ] [1602/2211] Failed PR after 0.0s | 5.02 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.327884] [INFO ] [sig ] [1603/2211] Forecasting PRA... [2025-10-09T00:07:41.327951] [INFO ] [sig ] Generating forecast for: PRA [2025-10-09T00:07:41.328019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRA' from 'https://tdm.silogroup.org/data/derivative_storage/PRA.csv'. [2025-10-09T00:07:41.331677] [WARN ] [REMOTE ] Historical data not found for symbol 'PRA' (404). [2025-10-09T00:07:41.331855] [FATAL] [sig ] PRA: No historical data fetched. [2025-10-09T00:07:41.331942] [WARN ] [sig ] [1603/2211] Failed PRA after 0.0s | 5.02 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.332013] [INFO ] [sig ] [1604/2211] Forecasting PRG... [2025-10-09T00:07:41.332080] [INFO ] [sig ] Generating forecast for: PRG [2025-10-09T00:07:41.332148] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRG' from 'https://tdm.silogroup.org/data/derivative_storage/PRG.csv'. [2025-10-09T00:07:41.335453] [WARN ] [REMOTE ] Historical data not found for symbol 'PRG' (404). [2025-10-09T00:07:41.335622] [FATAL] [sig ] PRG: No historical data fetched. [2025-10-09T00:07:41.335726] [WARN ] [sig ] [1604/2211] Failed PRG after 0.0s | 5.02 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.335797] [INFO ] [sig ] [1605/2211] Forecasting PRGO... [2025-10-09T00:07:41.335864] [INFO ] [sig ] Generating forecast for: PRGO [2025-10-09T00:07:41.335931] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRGO' from 'https://tdm.silogroup.org/data/derivative_storage/PRGO.csv'. [2025-10-09T00:07:41.339414] [WARN ] [REMOTE ] Historical data not found for symbol 'PRGO' (404). [2025-10-09T00:07:41.339594] [FATAL] [sig ] PRGO: No historical data fetched. [2025-10-09T00:07:41.339709] [WARN ] [sig ] [1605/2211] Failed PRGO after 0.0s | 5.02 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.339782] [INFO ] [sig ] [1606/2211] Forecasting PRH... [2025-10-09T00:07:41.339853] [INFO ] [sig ] Generating forecast for: PRH [2025-10-09T00:07:41.339923] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRH' from 'https://tdm.silogroup.org/data/derivative_storage/PRH.csv'. [2025-10-09T00:07:41.343195] [WARN ] [REMOTE ] Historical data not found for symbol 'PRH' (404). [2025-10-09T00:07:41.343366] [FATAL] [sig ] PRH: No historical data fetched. [2025-10-09T00:07:41.343453] [WARN ] [sig ] [1606/2211] Failed PRH after 0.0s | 5.03 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.343525] [INFO ] [sig ] [1607/2211] Forecasting PRI... [2025-10-09T00:07:41.343594] [INFO ] [sig ] Generating forecast for: PRI [2025-10-09T00:07:41.343686] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRI' from 'https://tdm.silogroup.org/data/derivative_storage/PRI.csv'. [2025-10-09T00:07:41.346981] [WARN ] [REMOTE ] Historical data not found for symbol 'PRI' (404). [2025-10-09T00:07:41.347153] [FATAL] [sig ] PRI: No historical data fetched. [2025-10-09T00:07:41.347240] [WARN ] [sig ] [1607/2211] Failed PRI after 0.0s | 5.03 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.347324] [INFO ] [sig ] [1608/2211] Forecasting PRIM... [2025-10-09T00:07:41.347394] [INFO ] [sig ] Generating forecast for: PRIM [2025-10-09T00:07:41.347463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRIM' from 'https://tdm.silogroup.org/data/derivative_storage/PRIM.csv'. [2025-10-09T00:07:41.350876] [WARN ] [REMOTE ] Historical data not found for symbol 'PRIM' (404). [2025-10-09T00:07:41.351043] [FATAL] [sig ] PRIM: No historical data fetched. [2025-10-09T00:07:41.351127] [WARN ] [sig ] [1608/2211] Failed PRIM after 0.0s | 5.03 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.351212] [INFO ] [sig ] [1609/2211] Forecasting PRKS... [2025-10-09T00:07:41.351295] [INFO ] [sig ] Generating forecast for: PRKS [2025-10-09T00:07:41.351376] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRKS' from 'https://tdm.silogroup.org/data/derivative_storage/PRKS.csv'. [2025-10-09T00:07:41.354803] [WARN ] [REMOTE ] Historical data not found for symbol 'PRKS' (404). [2025-10-09T00:07:41.354981] [FATAL] [sig ] PRKS: No historical data fetched. [2025-10-09T00:07:41.355066] [WARN ] [sig ] [1609/2211] Failed PRKS after 0.0s | 5.04 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.355137] [INFO ] [sig ] [1610/2211] Forecasting PRLB... [2025-10-09T00:07:41.355204] [INFO ] [sig ] Generating forecast for: PRLB [2025-10-09T00:07:41.355272] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRLB' from 'https://tdm.silogroup.org/data/derivative_storage/PRLB.csv'. [2025-10-09T00:07:41.358595] [WARN ] [REMOTE ] Historical data not found for symbol 'PRLB' (404). [2025-10-09T00:07:41.358782] [FATAL] [sig ] PRLB: No historical data fetched. [2025-10-09T00:07:41.358869] [WARN ] [sig ] [1610/2211] Failed PRLB after 0.0s | 5.04 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.358942] [INFO ] [sig ] [1611/2211] Forecasting PRM... [2025-10-09T00:07:41.359011] [INFO ] [sig ] Generating forecast for: PRM [2025-10-09T00:07:41.359080] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRM' from 'https://tdm.silogroup.org/data/derivative_storage/PRM.csv'. [2025-10-09T00:07:41.363007] [WARN ] [REMOTE ] Historical data not found for symbol 'PRM' (404). [2025-10-09T00:07:41.363176] [FATAL] [sig ] PRM: No historical data fetched. [2025-10-09T00:07:41.363260] [WARN ] [sig ] [1611/2211] Failed PRM after 0.0s | 5.04 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.363335] [INFO ] [sig ] [1612/2211] Forecasting PRMB... [2025-10-09T00:07:41.363405] [INFO ] [sig ] Generating forecast for: PRMB [2025-10-09T00:07:41.363473] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRMB' from 'https://tdm.silogroup.org/data/derivative_storage/PRMB.csv'. [2025-10-09T00:07:41.366973] [WARN ] [REMOTE ] Historical data not found for symbol 'PRMB' (404). [2025-10-09T00:07:41.367138] [FATAL] [sig ] PRMB: No historical data fetched. [2025-10-09T00:07:41.367224] [WARN ] [sig ] [1612/2211] Failed PRMB after 0.0s | 5.05 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.367295] [INFO ] [sig ] [1613/2211] Forecasting PRO... [2025-10-09T00:07:41.367364] [INFO ] [sig ] Generating forecast for: PRO [2025-10-09T00:07:41.367431] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRO' from 'https://tdm.silogroup.org/data/derivative_storage/PRO.csv'. [2025-10-09T00:07:41.370957] [WARN ] [REMOTE ] Historical data not found for symbol 'PRO' (404). [2025-10-09T00:07:41.371122] [FATAL] [sig ] PRO: No historical data fetched. [2025-10-09T00:07:41.371207] [WARN ] [sig ] [1613/2211] Failed PRO after 0.0s | 5.05 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.371277] [INFO ] [sig ] [1614/2211] Forecasting PRT... [2025-10-09T00:07:41.371344] [INFO ] [sig ] Generating forecast for: PRT [2025-10-09T00:07:41.371413] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRT' from 'https://tdm.silogroup.org/data/derivative_storage/PRT.csv'. [2025-10-09T00:07:41.374689] [WARN ] [REMOTE ] Historical data not found for symbol 'PRT' (404). [2025-10-09T00:07:41.374856] [FATAL] [sig ] PRT: No historical data fetched. [2025-10-09T00:07:41.374941] [WARN ] [sig ] [1614/2211] Failed PRT after 0.0s | 5.05 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.375012] [INFO ] [sig ] [1615/2211] Forecasting PRU... [2025-10-09T00:07:41.375078] [INFO ] [sig ] Generating forecast for: PRU [2025-10-09T00:07:41.375145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRU' from 'https://tdm.silogroup.org/data/derivative_storage/PRU.csv'. [2025-10-09T00:07:41.378554] [WARN ] [REMOTE ] Historical data not found for symbol 'PRU' (404). [2025-10-09T00:07:41.378748] [FATAL] [sig ] PRU: No historical data fetched. [2025-10-09T00:07:41.378833] [WARN ] [sig ] [1615/2211] Failed PRU after 0.0s | 5.05 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.378919] [INFO ] [sig ] [1616/2211] Forecasting PSA... [2025-10-09T00:07:41.379001] [INFO ] [sig ] Generating forecast for: PSA [2025-10-09T00:07:41.379082] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSA' from 'https://tdm.silogroup.org/data/derivative_storage/PSA.csv'. [2025-10-09T00:07:41.382435] [WARN ] [REMOTE ] Historical data not found for symbol 'PSA' (404). [2025-10-09T00:07:41.382612] [FATAL] [sig ] PSA: No historical data fetched. [2025-10-09T00:07:41.382741] [WARN ] [sig ] [1616/2211] Failed PSA after 0.0s | 5.06 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.382819] [INFO ] [sig ] [1617/2211] Forecasting PSBD... [2025-10-09T00:07:41.382898] [INFO ] [sig ] Generating forecast for: PSBD [2025-10-09T00:07:41.382989] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSBD' from 'https://tdm.silogroup.org/data/derivative_storage/PSBD.csv'. [2025-10-09T00:07:41.386317] [WARN ] [REMOTE ] Historical data not found for symbol 'PSBD' (404). [2025-10-09T00:07:41.386492] [FATAL] [sig ] PSBD: No historical data fetched. [2025-10-09T00:07:41.386579] [WARN ] [sig ] [1617/2211] Failed PSBD after 0.0s | 5.06 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.386675] [INFO ] [sig ] [1618/2211] Forecasting PSF... [2025-10-09T00:07:41.386747] [INFO ] [sig ] Generating forecast for: PSF [2025-10-09T00:07:41.386815] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSF' from 'https://tdm.silogroup.org/data/derivative_storage/PSF.csv'. [2025-10-09T00:07:41.395611] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PSF'. [2025-10-09T00:07:41.395946] [INFO ] [FORECASTER] Starting predict_future for PSF [2025-10-09T00:07:41.422236] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:41.423045] [DEBUG] [LOCAL ] No optimal features file found for PSF: ./output/feature-sets/PSF.txt [2025-10-09T00:07:41.423124] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:41.423194] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:41.423276] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:41.423439] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:41.441529] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:41.442173] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:41.442279] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:41.442364] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:41.477893] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:41.477989] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:41.478029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:41.478061] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:41.481254] [DEBUG] [FORECASTER] PSF: Forecast T+1@11:T+2@11: DOWN (p=23.63%) [2025-10-09T00:07:41.481560] [INFO ] [FORECASTER] Completed predict_future for PSF [2025-10-09T00:07:41.481725] [INFO ] [sig ] PSF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:41.632301] [INFO ] [LOCAL ] Saved forecast: PSF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PSF.txt [2025-10-09T00:07:41.632586] [WARN ] [sig ] [1618/2211] Failed PSF after 0.2s | 5.06 sym/s | Total: 5.3m | ETA: 2.0m [2025-10-09T00:07:41.632832] [INFO ] [sig ] [1619/2211] Forecasting PSFE... [2025-10-09T00:07:41.632905] [INFO ] [sig ] Generating forecast for: PSFE [2025-10-09T00:07:41.632975] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSFE' from 'https://tdm.silogroup.org/data/derivative_storage/PSFE.csv'. [2025-10-09T00:07:41.637778] [WARN ] [REMOTE ] Historical data not found for symbol 'PSFE' (404). [2025-10-09T00:07:41.637955] [FATAL] [sig ] PSFE: No historical data fetched. [2025-10-09T00:07:41.638046] [WARN ] [sig ] [1619/2211] Failed PSFE after 0.0s | 5.06 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.638117] [INFO ] [sig ] [1620/2211] Forecasting PSN... [2025-10-09T00:07:41.638184] [INFO ] [sig ] Generating forecast for: PSN [2025-10-09T00:07:41.638316] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSN' from 'https://tdm.silogroup.org/data/derivative_storage/PSN.csv'. [2025-10-09T00:07:41.641928] [WARN ] [REMOTE ] Historical data not found for symbol 'PSN' (404). [2025-10-09T00:07:41.642106] [FATAL] [sig ] PSN: No historical data fetched. [2025-10-09T00:07:41.642193] [WARN ] [sig ] [1620/2211] Failed PSN after 0.0s | 5.07 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.642264] [INFO ] [sig ] [1621/2211] Forecasting PSO... [2025-10-09T00:07:41.642333] [INFO ] [sig ] Generating forecast for: PSO [2025-10-09T00:07:41.642406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSO' from 'https://tdm.silogroup.org/data/derivative_storage/PSO.csv'. [2025-10-09T00:07:41.646079] [WARN ] [REMOTE ] Historical data not found for symbol 'PSO' (404). [2025-10-09T00:07:41.646243] [FATAL] [sig ] PSO: No historical data fetched. [2025-10-09T00:07:41.646343] [WARN ] [sig ] [1621/2211] Failed PSO after 0.0s | 5.07 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.646428] [INFO ] [sig ] [1622/2211] Forecasting PSQH... [2025-10-09T00:07:41.646510] [INFO ] [sig ] Generating forecast for: PSQH [2025-10-09T00:07:41.646590] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSQH' from 'https://tdm.silogroup.org/data/derivative_storage/PSQH.csv'. [2025-10-09T00:07:41.650244] [WARN ] [REMOTE ] Historical data not found for symbol 'PSQH' (404). [2025-10-09T00:07:41.650415] [FATAL] [sig ] PSQH: No historical data fetched. [2025-10-09T00:07:41.650499] [WARN ] [sig ] [1622/2211] Failed PSQH after 0.0s | 5.07 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.650579] [INFO ] [sig ] [1623/2211] Forecasting PSTG... [2025-10-09T00:07:41.650669] [INFO ] [sig ] Generating forecast for: PSTG [2025-10-09T00:07:41.650742] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSTG' from 'https://tdm.silogroup.org/data/derivative_storage/PSTG.csv'. [2025-10-09T00:07:41.654149] [WARN ] [REMOTE ] Historical data not found for symbol 'PSTG' (404). [2025-10-09T00:07:41.654319] [FATAL] [sig ] PSTG: No historical data fetched. [2025-10-09T00:07:41.654410] [WARN ] [sig ] [1623/2211] Failed PSTG after 0.0s | 5.08 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.654494] [INFO ] [sig ] [1624/2211] Forecasting PSTL... [2025-10-09T00:07:41.654577] [INFO ] [sig ] Generating forecast for: PSTL [2025-10-09T00:07:41.654692] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSTL' from 'https://tdm.silogroup.org/data/derivative_storage/PSTL.csv'. [2025-10-09T00:07:41.658010] [WARN ] [REMOTE ] Historical data not found for symbol 'PSTL' (404). [2025-10-09T00:07:41.658186] [FATAL] [sig ] PSTL: No historical data fetched. [2025-10-09T00:07:41.658285] [WARN ] [sig ] [1624/2211] Failed PSTL after 0.0s | 5.08 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.658356] [INFO ] [sig ] [1625/2211] Forecasting PSX... [2025-10-09T00:07:41.658425] [INFO ] [sig ] Generating forecast for: PSX [2025-10-09T00:07:41.658493] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSX' from 'https://tdm.silogroup.org/data/derivative_storage/PSX.csv'. [2025-10-09T00:07:41.661797] [WARN ] [REMOTE ] Historical data not found for symbol 'PSX' (404). [2025-10-09T00:07:41.661964] [FATAL] [sig ] PSX: No historical data fetched. [2025-10-09T00:07:41.662063] [WARN ] [sig ] [1625/2211] Failed PSX after 0.0s | 5.08 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.662153] [INFO ] [sig ] [1626/2211] Forecasting PTA... [2025-10-09T00:07:41.662227] [INFO ] [sig ] Generating forecast for: PTA [2025-10-09T00:07:41.662295] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PTA' from 'https://tdm.silogroup.org/data/derivative_storage/PTA.csv'. [2025-10-09T00:07:41.665589] [WARN ] [REMOTE ] Historical data not found for symbol 'PTA' (404). [2025-10-09T00:07:41.665780] [FATAL] [sig ] PTA: No historical data fetched. [2025-10-09T00:07:41.665866] [WARN ] [sig ] [1626/2211] Failed PTA after 0.0s | 5.08 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.665937] [INFO ] [sig ] [1627/2211] Forecasting PTY... [2025-10-09T00:07:41.666006] [INFO ] [sig ] Generating forecast for: PTY [2025-10-09T00:07:41.666074] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PTY' from 'https://tdm.silogroup.org/data/derivative_storage/PTY.csv'. [2025-10-09T00:07:41.674933] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'PTY'. [2025-10-09T00:07:41.675234] [INFO ] [FORECASTER] Starting predict_future for PTY [2025-10-09T00:07:41.701480] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:41.702264] [DEBUG] [LOCAL ] No optimal features file found for PTY: ./output/feature-sets/PTY.txt [2025-10-09T00:07:41.702343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:41.702429] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:41.702513] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:41.702638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:41.721486] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:41.722116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:41.722221] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:41.722307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:41.757971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:41.758077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:41.758118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:41.758153] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:41.761497] [DEBUG] [FORECASTER] PTY: Forecast T+1@11:T+2@11: DOWN (p=6.59%) [2025-10-09T00:07:41.761823] [INFO ] [FORECASTER] Completed predict_future for PTY [2025-10-09T00:07:41.761976] [INFO ] [sig ] PTY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:41.905289] [INFO ] [LOCAL ] Saved forecast: PTY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/PTY.txt [2025-10-09T00:07:41.905524] [WARN ] [sig ] [1627/2211] Failed PTY after 0.2s | 5.08 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.905601] [INFO ] [sig ] [1628/2211] Forecasting PUK... [2025-10-09T00:07:41.905692] [INFO ] [sig ] Generating forecast for: PUK [2025-10-09T00:07:41.905763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PUK' from 'https://tdm.silogroup.org/data/derivative_storage/PUK.csv'. [2025-10-09T00:07:41.915700] [WARN ] [REMOTE ] Historical data not found for symbol 'PUK' (404). [2025-10-09T00:07:41.915923] [FATAL] [sig ] PUK: No historical data fetched. [2025-10-09T00:07:41.916015] [WARN ] [sig ] [1628/2211] Failed PUK after 0.0s | 5.09 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.916086] [INFO ] [sig ] [1629/2211] Forecasting PUMP... [2025-10-09T00:07:41.916185] [INFO ] [sig ] Generating forecast for: PUMP [2025-10-09T00:07:41.916255] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PUMP' from 'https://tdm.silogroup.org/data/derivative_storage/PUMP.csv'. [2025-10-09T00:07:41.920104] [WARN ] [REMOTE ] Historical data not found for symbol 'PUMP' (404). [2025-10-09T00:07:41.920289] [FATAL] [sig ] PUMP: No historical data fetched. [2025-10-09T00:07:41.920378] [WARN ] [sig ] [1629/2211] Failed PUMP after 0.0s | 5.09 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.920456] [INFO ] [sig ] [1630/2211] Forecasting PVH... [2025-10-09T00:07:41.920526] [INFO ] [sig ] Generating forecast for: PVH [2025-10-09T00:07:41.920594] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PVH' from 'https://tdm.silogroup.org/data/derivative_storage/PVH.csv'. [2025-10-09T00:07:41.923967] [WARN ] [REMOTE ] Historical data not found for symbol 'PVH' (404). [2025-10-09T00:07:41.924134] [FATAL] [sig ] PVH: No historical data fetched. [2025-10-09T00:07:41.924220] [WARN ] [sig ] [1630/2211] Failed PVH after 0.0s | 5.09 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.924306] [INFO ] [sig ] [1631/2211] Forecasting PVL... [2025-10-09T00:07:41.924391] [INFO ] [sig ] Generating forecast for: PVL [2025-10-09T00:07:41.924471] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PVL' from 'https://tdm.silogroup.org/data/derivative_storage/PVL.csv'. [2025-10-09T00:07:41.928427] [WARN ] [REMOTE ] Historical data not found for symbol 'PVL' (404). [2025-10-09T00:07:41.928723] [FATAL] [sig ] PVL: No historical data fetched. [2025-10-09T00:07:41.928817] [WARN ] [sig ] [1631/2211] Failed PVL after 0.0s | 5.10 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.928902] [INFO ] [sig ] [1632/2211] Forecasting PWR... [2025-10-09T00:07:41.928985] [INFO ] [sig ] Generating forecast for: PWR [2025-10-09T00:07:41.929067] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PWR' from 'https://tdm.silogroup.org/data/derivative_storage/PWR.csv'. [2025-10-09T00:07:41.933220] [WARN ] [REMOTE ] Historical data not found for symbol 'PWR' (404). [2025-10-09T00:07:41.933399] [FATAL] [sig ] PWR: No historical data fetched. [2025-10-09T00:07:41.933485] [WARN ] [sig ] [1632/2211] Failed PWR after 0.0s | 5.10 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.933564] [INFO ] [sig ] [1633/2211] Forecasting PX... [2025-10-09T00:07:41.933639] [INFO ] [sig ] Generating forecast for: PX [2025-10-09T00:07:41.933740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PX' from 'https://tdm.silogroup.org/data/derivative_storage/PX.csv'. [2025-10-09T00:07:41.937166] [WARN ] [REMOTE ] Historical data not found for symbol 'PX' (404). [2025-10-09T00:07:41.937341] [FATAL] [sig ] PX: No historical data fetched. [2025-10-09T00:07:41.937431] [WARN ] [sig ] [1633/2211] Failed PX after 0.0s | 5.10 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.937515] [INFO ] [sig ] [1634/2211] Forecasting QBTS... [2025-10-09T00:07:41.937598] [INFO ] [sig ] Generating forecast for: QBTS [2025-10-09T00:07:41.937700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QBTS' from 'https://tdm.silogroup.org/data/derivative_storage/QBTS.csv'. [2025-10-09T00:07:41.941097] [WARN ] [REMOTE ] Historical data not found for symbol 'QBTS' (404). [2025-10-09T00:07:41.941278] [FATAL] [sig ] QBTS: No historical data fetched. [2025-10-09T00:07:41.941369] [WARN ] [sig ] [1634/2211] Failed QBTS after 0.0s | 5.11 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.941451] [INFO ] [sig ] [1635/2211] Forecasting QD... [2025-10-09T00:07:41.941549] [INFO ] [sig ] Generating forecast for: QD [2025-10-09T00:07:41.941632] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QD' from 'https://tdm.silogroup.org/data/derivative_storage/QD.csv'. [2025-10-09T00:07:41.944908] [WARN ] [REMOTE ] Historical data not found for symbol 'QD' (404). [2025-10-09T00:07:41.945086] [FATAL] [sig ] QD: No historical data fetched. [2025-10-09T00:07:41.945170] [WARN ] [sig ] [1635/2211] Failed QD after 0.0s | 5.11 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.945240] [INFO ] [sig ] [1636/2211] Forecasting QGEN... [2025-10-09T00:07:41.945306] [INFO ] [sig ] Generating forecast for: QGEN [2025-10-09T00:07:41.945380] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QGEN' from 'https://tdm.silogroup.org/data/derivative_storage/QGEN.csv'. [2025-10-09T00:07:41.949081] [WARN ] [REMOTE ] Historical data not found for symbol 'QGEN' (404). [2025-10-09T00:07:41.949289] [FATAL] [sig ] QGEN: No historical data fetched. [2025-10-09T00:07:41.949391] [WARN ] [sig ] [1636/2211] Failed QGEN after 0.0s | 5.11 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.949460] [INFO ] [sig ] [1637/2211] Forecasting QS... [2025-10-09T00:07:41.949527] [INFO ] [sig ] Generating forecast for: QS [2025-10-09T00:07:41.949595] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QS' from 'https://tdm.silogroup.org/data/derivative_storage/QS.csv'. [2025-10-09T00:07:41.953091] [WARN ] [REMOTE ] Historical data not found for symbol 'QS' (404). [2025-10-09T00:07:41.953307] [FATAL] [sig ] QS: No historical data fetched. [2025-10-09T00:07:41.953401] [WARN ] [sig ] [1637/2211] Failed QS after 0.0s | 5.11 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.953472] [INFO ] [sig ] [1638/2211] Forecasting QSR... [2025-10-09T00:07:41.953539] [INFO ] [sig ] Generating forecast for: QSR [2025-10-09T00:07:41.953606] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QSR' from 'https://tdm.silogroup.org/data/derivative_storage/QSR.csv'. [2025-10-09T00:07:41.957566] [WARN ] [REMOTE ] Historical data not found for symbol 'QSR' (404). [2025-10-09T00:07:41.957775] [FATAL] [sig ] QSR: No historical data fetched. [2025-10-09T00:07:41.957864] [WARN ] [sig ] [1638/2211] Failed QSR after 0.0s | 5.12 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.957978] [INFO ] [sig ] [1639/2211] Forecasting QTWO... [2025-10-09T00:07:41.958038] [INFO ] [sig ] Generating forecast for: QTWO [2025-10-09T00:07:41.958113] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QTWO' from 'https://tdm.silogroup.org/data/derivative_storage/QTWO.csv'. [2025-10-09T00:07:41.961541] [WARN ] [REMOTE ] Historical data not found for symbol 'QTWO' (404). [2025-10-09T00:07:41.961756] [FATAL] [sig ] QTWO: No historical data fetched. [2025-10-09T00:07:41.961846] [WARN ] [sig ] [1639/2211] Failed QTWO after 0.0s | 5.12 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.961918] [INFO ] [sig ] [1640/2211] Forecasting QUAD... [2025-10-09T00:07:41.962017] [INFO ] [sig ] Generating forecast for: QUAD [2025-10-09T00:07:41.962087] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QUAD' from 'https://tdm.silogroup.org/data/derivative_storage/QUAD.csv'. [2025-10-09T00:07:41.965575] [WARN ] [REMOTE ] Historical data not found for symbol 'QUAD' (404). [2025-10-09T00:07:41.965781] [FATAL] [sig ] QUAD: No historical data fetched. [2025-10-09T00:07:41.965866] [WARN ] [sig ] [1640/2211] Failed QUAD after 0.0s | 5.12 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.965944] [INFO ] [sig ] [1641/2211] Forecasting QVCC... [2025-10-09T00:07:41.966016] [INFO ] [sig ] Generating forecast for: QVCC [2025-10-09T00:07:41.966089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QVCC' from 'https://tdm.silogroup.org/data/derivative_storage/QVCC.csv'. [2025-10-09T00:07:41.969535] [WARN ] [REMOTE ] Historical data not found for symbol 'QVCC' (404). [2025-10-09T00:07:41.969751] [FATAL] [sig ] QVCC: No historical data fetched. [2025-10-09T00:07:41.969838] [WARN ] [sig ] [1641/2211] Failed QVCC after 0.0s | 5.13 sym/s | Total: 5.3m | ETA: 1.9m [2025-10-09T00:07:41.969915] [INFO ] [sig ] [1642/2211] Forecasting QVCD... [2025-10-09T00:07:41.969990] [INFO ] [sig ] Generating forecast for: QVCD [2025-10-09T00:07:41.970063] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QVCD' from 'https://tdm.silogroup.org/data/derivative_storage/QVCD.csv'. [2025-10-09T00:07:41.973455] [WARN ] [REMOTE ] Historical data not found for symbol 'QVCD' (404). [2025-10-09T00:07:41.973666] [FATAL] [sig ] QVCD: No historical data fetched. [2025-10-09T00:07:41.973758] [WARN ] [sig ] [1642/2211] Failed QVCD after 0.0s | 5.13 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:41.973832] [INFO ] [sig ] [1643/2211] Forecasting QXO... [2025-10-09T00:07:41.973935] [INFO ] [sig ] Generating forecast for: QXO [2025-10-09T00:07:41.974007] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QXO' from 'https://tdm.silogroup.org/data/derivative_storage/QXO.csv'. [2025-10-09T00:07:41.977956] [WARN ] [REMOTE ] Historical data not found for symbol 'QXO' (404). [2025-10-09T00:07:41.978164] [FATAL] [sig ] QXO: No historical data fetched. [2025-10-09T00:07:41.978255] [WARN ] [sig ] [1643/2211] Failed QXO after 0.0s | 5.13 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:41.978344] [INFO ] [sig ] [1644/2211] Forecasting R... [2025-10-09T00:07:41.978431] [INFO ] [sig ] Generating forecast for: R [2025-10-09T00:07:41.978503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'R' from 'https://tdm.silogroup.org/data/derivative_storage/R.csv'. [2025-10-09T00:07:41.982183] [WARN ] [REMOTE ] Historical data not found for symbol 'R' (404). [2025-10-09T00:07:41.982350] [FATAL] [sig ] R: No historical data fetched. [2025-10-09T00:07:41.982450] [WARN ] [sig ] [1644/2211] Failed R after 0.0s | 5.14 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:41.982530] [INFO ] [sig ] [1645/2211] Forecasting RA... [2025-10-09T00:07:41.982606] [INFO ] [sig ] Generating forecast for: RA [2025-10-09T00:07:41.982704] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RA' from 'https://tdm.silogroup.org/data/derivative_storage/RA.csv'. [2025-10-09T00:07:41.993545] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RA'. [2025-10-09T00:07:41.993984] [INFO ] [FORECASTER] Starting predict_future for RA [2025-10-09T00:07:42.023300] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:42.024174] [DEBUG] [LOCAL ] No optimal features file found for RA: ./output/feature-sets/RA.txt [2025-10-09T00:07:42.024254] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:42.024326] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:42.024400] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:42.024510] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:42.042573] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:42.043310] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:42.043436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:42.043522] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:42.077549] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:42.077708] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:42.077772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:42.077808] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:42.081326] [DEBUG] [FORECASTER] RA: Forecast T+1@11:T+2@11: UP (p=66.35%) [2025-10-09T00:07:42.081625] [INFO ] [FORECASTER] Completed predict_future for RA [2025-10-09T00:07:42.081826] [INFO ] [sig ] RA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:42.233198] [INFO ] [LOCAL ] Saved forecast: RA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/RA.txt [2025-10-09T00:07:42.233547] [WARN ] [sig ] [1645/2211] Failed RA after 0.3s | 5.14 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.233631] [INFO ] [sig ] [1646/2211] Forecasting RACE... [2025-10-09T00:07:42.233736] [INFO ] [sig ] Generating forecast for: RACE [2025-10-09T00:07:42.233820] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RACE' from 'https://tdm.silogroup.org/data/derivative_storage/RACE.csv'. [2025-10-09T00:07:42.238528] [WARN ] [REMOTE ] Historical data not found for symbol 'RACE' (404). [2025-10-09T00:07:42.238752] [FATAL] [sig ] RACE: No historical data fetched. [2025-10-09T00:07:42.238844] [WARN ] [sig ] [1646/2211] Failed RACE after 0.0s | 5.14 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.238916] [INFO ] [sig ] [1647/2211] Forecasting RAMP... [2025-10-09T00:07:42.238983] [INFO ] [sig ] Generating forecast for: RAMP [2025-10-09T00:07:42.239091] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RAMP' from 'https://tdm.silogroup.org/data/derivative_storage/RAMP.csv'. [2025-10-09T00:07:42.242884] [WARN ] [REMOTE ] Historical data not found for symbol 'RAMP' (404). [2025-10-09T00:07:42.243057] [FATAL] [sig ] RAMP: No historical data fetched. [2025-10-09T00:07:42.243148] [WARN ] [sig ] [1647/2211] Failed RAMP after 0.0s | 5.14 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.243220] [INFO ] [sig ] [1648/2211] Forecasting RBA... [2025-10-09T00:07:42.243287] [INFO ] [sig ] Generating forecast for: RBA [2025-10-09T00:07:42.243358] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBA' from 'https://tdm.silogroup.org/data/derivative_storage/RBA.csv'. [2025-10-09T00:07:42.246688] [WARN ] [REMOTE ] Historical data not found for symbol 'RBA' (404). [2025-10-09T00:07:42.246860] [FATAL] [sig ] RBA: No historical data fetched. [2025-10-09T00:07:42.246948] [WARN ] [sig ] [1648/2211] Failed RBA after 0.0s | 5.14 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.247020] [INFO ] [sig ] [1649/2211] Forecasting RBC... [2025-10-09T00:07:42.247089] [INFO ] [sig ] Generating forecast for: RBC [2025-10-09T00:07:42.247160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBC' from 'https://tdm.silogroup.org/data/derivative_storage/RBC.csv'. [2025-10-09T00:07:42.251260] [WARN ] [REMOTE ] Historical data not found for symbol 'RBC' (404). [2025-10-09T00:07:42.251445] [FATAL] [sig ] RBC: No historical data fetched. [2025-10-09T00:07:42.251532] [WARN ] [sig ] [1649/2211] Failed RBC after 0.0s | 5.15 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.251604] [INFO ] [sig ] [1650/2211] Forecasting RBLX... [2025-10-09T00:07:42.251693] [INFO ] [sig ] Generating forecast for: RBLX [2025-10-09T00:07:42.251762] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBLX' from 'https://tdm.silogroup.org/data/derivative_storage/RBLX.csv'. [2025-10-09T00:07:42.255162] [WARN ] [REMOTE ] Historical data not found for symbol 'RBLX' (404). [2025-10-09T00:07:42.255337] [FATAL] [sig ] RBLX: No historical data fetched. [2025-10-09T00:07:42.255441] [WARN ] [sig ] [1650/2211] Failed RBLX after 0.0s | 5.15 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.255529] [INFO ] [sig ] [1651/2211] Forecasting RBOT... [2025-10-09T00:07:42.255601] [INFO ] [sig ] Generating forecast for: RBOT [2025-10-09T00:07:42.255698] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBOT' from 'https://tdm.silogroup.org/data/derivative_storage/RBOT.csv'. [2025-10-09T00:07:42.259317] [WARN ] [REMOTE ] Historical data not found for symbol 'RBOT' (404). [2025-10-09T00:07:42.259493] [FATAL] [sig ] RBOT: No historical data fetched. [2025-10-09T00:07:42.259580] [WARN ] [sig ] [1651/2211] Failed RBOT after 0.0s | 5.15 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.259677] [INFO ] [sig ] [1652/2211] Forecasting RBRK... [2025-10-09T00:07:42.259763] [INFO ] [sig ] Generating forecast for: RBRK [2025-10-09T00:07:42.259846] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBRK' from 'https://tdm.silogroup.org/data/derivative_storage/RBRK.csv'. [2025-10-09T00:07:42.263230] [WARN ] [REMOTE ] Historical data not found for symbol 'RBRK' (404). [2025-10-09T00:07:42.263399] [FATAL] [sig ] RBRK: No historical data fetched. [2025-10-09T00:07:42.263487] [WARN ] [sig ] [1652/2211] Failed RBRK after 0.0s | 5.16 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.263559] [INFO ] [sig ] [1653/2211] Forecasting RC... [2025-10-09T00:07:42.263629] [INFO ] [sig ] Generating forecast for: RC [2025-10-09T00:07:42.263723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RC' from 'https://tdm.silogroup.org/data/derivative_storage/RC.csv'. [2025-10-09T00:07:42.267118] [WARN ] [REMOTE ] Historical data not found for symbol 'RC' (404). [2025-10-09T00:07:42.267294] [FATAL] [sig ] RC: No historical data fetched. [2025-10-09T00:07:42.267381] [WARN ] [sig ] [1653/2211] Failed RC after 0.0s | 5.16 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.267459] [INFO ] [sig ] [1654/2211] Forecasting RCI... [2025-10-09T00:07:42.267529] [INFO ] [sig ] Generating forecast for: RCI [2025-10-09T00:07:42.267597] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCI' from 'https://tdm.silogroup.org/data/derivative_storage/RCI.csv'. [2025-10-09T00:07:42.271447] [WARN ] [REMOTE ] Historical data not found for symbol 'RCI' (404). [2025-10-09T00:07:42.271636] [FATAL] [sig ] RCI: No historical data fetched. [2025-10-09T00:07:42.271749] [WARN ] [sig ] [1654/2211] Failed RCI after 0.0s | 5.16 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.271827] [INFO ] [sig ] [1655/2211] Forecasting RCL... [2025-10-09T00:07:42.271906] [INFO ] [sig ] Generating forecast for: RCL [2025-10-09T00:07:42.271982] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCL' from 'https://tdm.silogroup.org/data/derivative_storage/RCL.csv'. [2025-10-09T00:07:42.275402] [WARN ] [REMOTE ] Historical data not found for symbol 'RCL' (404). [2025-10-09T00:07:42.275610] [FATAL] [sig ] RCL: No historical data fetched. [2025-10-09T00:07:42.275723] [WARN ] [sig ] [1655/2211] Failed RCL after 0.0s | 5.17 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.275797] [INFO ] [sig ] [1656/2211] Forecasting RCS... [2025-10-09T00:07:42.275868] [INFO ] [sig ] Generating forecast for: RCS [2025-10-09T00:07:42.275980] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCS' from 'https://tdm.silogroup.org/data/derivative_storage/RCS.csv'. [2025-10-09T00:07:42.285114] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RCS'. [2025-10-09T00:07:42.285495] [INFO ] [FORECASTER] Starting predict_future for RCS [2025-10-09T00:07:42.311968] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:42.312801] [DEBUG] [LOCAL ] No optimal features file found for RCS: ./output/feature-sets/RCS.txt [2025-10-09T00:07:42.312882] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:42.312954] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:42.313020] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:42.313116] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:42.331258] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:42.331943] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:42.332048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:42.332118] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:42.361985] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:42.362075] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:42.362115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:42.362167] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:42.365266] [DEBUG] [FORECASTER] RCS: Forecast T+1@11:T+2@11: UP (p=98.38%) [2025-10-09T00:07:42.365538] [INFO ] [FORECASTER] Completed predict_future for RCS [2025-10-09T00:07:42.365697] [INFO ] [sig ] RCS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:42.509272] [INFO ] [LOCAL ] Saved forecast: RCS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/RCS.txt [2025-10-09T00:07:42.509595] [WARN ] [sig ] [1656/2211] Failed RCS after 0.2s | 5.16 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.509698] [INFO ] [sig ] [1657/2211] Forecasting RCUS... [2025-10-09T00:07:42.509750] [INFO ] [sig ] Generating forecast for: RCUS [2025-10-09T00:07:42.509816] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCUS' from 'https://tdm.silogroup.org/data/derivative_storage/RCUS.csv'. [2025-10-09T00:07:42.514539] [WARN ] [REMOTE ] Historical data not found for symbol 'RCUS' (404). [2025-10-09T00:07:42.514823] [FATAL] [sig ] RCUS: No historical data fetched. [2025-10-09T00:07:42.514931] [WARN ] [sig ] [1657/2211] Failed RCUS after 0.0s | 5.17 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.515024] [INFO ] [sig ] [1658/2211] Forecasting RDDT... [2025-10-09T00:07:42.515104] [INFO ] [sig ] Generating forecast for: RDDT [2025-10-09T00:07:42.515186] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDDT' from 'https://tdm.silogroup.org/data/derivative_storage/RDDT.csv'. [2025-10-09T00:07:42.519158] [WARN ] [REMOTE ] Historical data not found for symbol 'RDDT' (404). [2025-10-09T00:07:42.519411] [FATAL] [sig ] RDDT: No historical data fetched. [2025-10-09T00:07:42.519510] [WARN ] [sig ] [1658/2211] Failed RDDT after 0.0s | 5.17 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.519602] [INFO ] [sig ] [1659/2211] Forecasting RDN... [2025-10-09T00:07:42.519708] [INFO ] [sig ] Generating forecast for: RDN [2025-10-09T00:07:42.519793] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDN' from 'https://tdm.silogroup.org/data/derivative_storage/RDN.csv'. [2025-10-09T00:07:42.523678] [WARN ] [REMOTE ] Historical data not found for symbol 'RDN' (404). [2025-10-09T00:07:42.523894] [FATAL] [sig ] RDN: No historical data fetched. [2025-10-09T00:07:42.523988] [WARN ] [sig ] [1659/2211] Failed RDN after 0.0s | 5.17 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.524072] [INFO ] [sig ] [1660/2211] Forecasting RDW... [2025-10-09T00:07:42.524153] [INFO ] [sig ] Generating forecast for: RDW [2025-10-09T00:07:42.524235] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDW' from 'https://tdm.silogroup.org/data/derivative_storage/RDW.csv'. [2025-10-09T00:07:42.528019] [WARN ] [REMOTE ] Historical data not found for symbol 'RDW' (404). [2025-10-09T00:07:42.528236] [FATAL] [sig ] RDW: No historical data fetched. [2025-10-09T00:07:42.528331] [WARN ] [sig ] [1660/2211] Failed RDW after 0.0s | 5.18 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.528416] [INFO ] [sig ] [1661/2211] Forecasting RDY... [2025-10-09T00:07:42.528492] [INFO ] [sig ] Generating forecast for: RDY [2025-10-09T00:07:42.528568] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDY' from 'https://tdm.silogroup.org/data/derivative_storage/RDY.csv'. [2025-10-09T00:07:42.532235] [WARN ] [REMOTE ] Historical data not found for symbol 'RDY' (404). [2025-10-09T00:07:42.532442] [FATAL] [sig ] RDY: No historical data fetched. [2025-10-09T00:07:42.532531] [WARN ] [sig ] [1661/2211] Failed RDY after 0.0s | 5.18 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.532610] [INFO ] [sig ] [1662/2211] Forecasting RELX... [2025-10-09T00:07:42.532703] [INFO ] [sig ] Generating forecast for: RELX [2025-10-09T00:07:42.532777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RELX' from 'https://tdm.silogroup.org/data/derivative_storage/RELX.csv'. [2025-10-09T00:07:42.536610] [WARN ] [REMOTE ] Historical data not found for symbol 'RELX' (404). [2025-10-09T00:07:42.536860] [FATAL] [sig ] RELX: No historical data fetched. [2025-10-09T00:07:42.536953] [WARN ] [sig ] [1662/2211] Failed RELX after 0.0s | 5.18 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.537036] [INFO ] [sig ] [1663/2211] Forecasting RERE... [2025-10-09T00:07:42.537114] [INFO ] [sig ] Generating forecast for: RERE [2025-10-09T00:07:42.537191] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RERE' from 'https://tdm.silogroup.org/data/derivative_storage/RERE.csv'. [2025-10-09T00:07:42.541506] [WARN ] [REMOTE ] Historical data not found for symbol 'RERE' (404). [2025-10-09T00:07:42.541744] [FATAL] [sig ] RERE: No historical data fetched. [2025-10-09T00:07:42.541838] [WARN ] [sig ] [1663/2211] Failed RERE after 0.0s | 5.19 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.541915] [INFO ] [sig ] [1664/2211] Forecasting RES... [2025-10-09T00:07:42.541990] [INFO ] [sig ] Generating forecast for: RES [2025-10-09T00:07:42.542066] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RES' from 'https://tdm.silogroup.org/data/derivative_storage/RES.csv'. [2025-10-09T00:07:42.545903] [WARN ] [REMOTE ] Historical data not found for symbol 'RES' (404). [2025-10-09T00:07:42.546134] [FATAL] [sig ] RES: No historical data fetched. [2025-10-09T00:07:42.546232] [WARN ] [sig ] [1664/2211] Failed RES after 0.0s | 5.19 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.546305] [INFO ] [sig ] [1665/2211] Forecasting REVG... [2025-10-09T00:07:42.546381] [INFO ] [sig ] Generating forecast for: REVG [2025-10-09T00:07:42.546451] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REVG' from 'https://tdm.silogroup.org/data/derivative_storage/REVG.csv'. [2025-10-09T00:07:42.550355] [WARN ] [REMOTE ] Historical data not found for symbol 'REVG' (404). [2025-10-09T00:07:42.550567] [FATAL] [sig ] REVG: No historical data fetched. [2025-10-09T00:07:42.550683] [WARN ] [sig ] [1665/2211] Failed REVG after 0.0s | 5.19 sym/s | Total: 5.3m | ETA: 1.8m [2025-10-09T00:07:42.550759] [INFO ] [sig ] [1666/2211] Forecasting REX... [2025-10-09T00:07:42.550827] [INFO ] [sig ] Generating forecast for: REX [2025-10-09T00:07:42.550896] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REX' from 'https://tdm.silogroup.org/data/derivative_storage/REX.csv'. [2025-10-09T00:07:42.554549] [WARN ] [REMOTE ] Historical data not found for symbol 'REX' (404). [2025-10-09T00:07:42.554770] [FATAL] [sig ] REX: No historical data fetched. [2025-10-09T00:07:42.554859] [WARN ] [sig ] [1666/2211] Failed REX after 0.0s | 5.20 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.554932] [INFO ] [sig ] [1667/2211] Forecasting REXR... [2025-10-09T00:07:42.555005] [INFO ] [sig ] Generating forecast for: REXR [2025-10-09T00:07:42.555084] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REXR' from 'https://tdm.silogroup.org/data/derivative_storage/REXR.csv'. [2025-10-09T00:07:42.558850] [WARN ] [REMOTE ] Historical data not found for symbol 'REXR' (404). [2025-10-09T00:07:42.559079] [FATAL] [sig ] REXR: No historical data fetched. [2025-10-09T00:07:42.559175] [WARN ] [sig ] [1667/2211] Failed REXR after 0.0s | 5.20 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.559286] [INFO ] [sig ] [1668/2211] Forecasting REZI... [2025-10-09T00:07:42.559368] [INFO ] [sig ] Generating forecast for: REZI [2025-10-09T00:07:42.559446] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REZI' from 'https://tdm.silogroup.org/data/derivative_storage/REZI.csv'. [2025-10-09T00:07:42.563518] [WARN ] [REMOTE ] Historical data not found for symbol 'REZI' (404). [2025-10-09T00:07:42.563764] [FATAL] [sig ] REZI: No historical data fetched. [2025-10-09T00:07:42.563859] [WARN ] [sig ] [1668/2211] Failed REZI after 0.0s | 5.20 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.563955] [INFO ] [sig ] [1669/2211] Forecasting RF... [2025-10-09T00:07:42.564031] [INFO ] [sig ] Generating forecast for: RF [2025-10-09T00:07:42.564107] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RF' from 'https://tdm.silogroup.org/data/derivative_storage/RF.csv'. [2025-10-09T00:07:42.567754] [WARN ] [REMOTE ] Historical data not found for symbol 'RF' (404). [2025-10-09T00:07:42.567967] [FATAL] [sig ] RF: No historical data fetched. [2025-10-09T00:07:42.568065] [WARN ] [sig ] [1669/2211] Failed RF after 0.0s | 5.20 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.568146] [INFO ] [sig ] [1670/2211] Forecasting RFI... [2025-10-09T00:07:42.568223] [INFO ] [sig ] Generating forecast for: RFI [2025-10-09T00:07:42.568300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFI' from 'https://tdm.silogroup.org/data/derivative_storage/RFI.csv'. [2025-10-09T00:07:42.578471] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RFI'. [2025-10-09T00:07:42.578940] [INFO ] [FORECASTER] Starting predict_future for RFI [2025-10-09T00:07:42.606957] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:42.607835] [DEBUG] [LOCAL ] No optimal features file found for RFI: ./output/feature-sets/RFI.txt [2025-10-09T00:07:42.607913] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:42.607987] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:42.608056] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:42.608157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:42.626449] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:42.627074] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:42.627192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:42.627281] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:42.671462] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:42.672406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:42.672509] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:42.672590] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:42.679138] [DEBUG] [FORECASTER] RFI: Forecast T+1@11:T+2@11: DOWN (p=39.13%) [2025-10-09T00:07:42.679627] [INFO ] [FORECASTER] Completed predict_future for RFI [2025-10-09T00:07:42.679880] [INFO ] [sig ] RFI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:42.838973] [INFO ] [LOCAL ] Saved forecast: RFI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/RFI.txt [2025-10-09T00:07:42.839367] [WARN ] [sig ] [1670/2211] Failed RFI after 0.3s | 5.20 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.839469] [INFO ] [sig ] [1671/2211] Forecasting RFL... [2025-10-09T00:07:42.839558] [INFO ] [sig ] Generating forecast for: RFL [2025-10-09T00:07:42.839673] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFL' from 'https://tdm.silogroup.org/data/derivative_storage/RFL.csv'. [2025-10-09T00:07:42.847402] [WARN ] [REMOTE ] Historical data not found for symbol 'RFL' (404). [2025-10-09T00:07:42.847715] [FATAL] [sig ] RFL: No historical data fetched. [2025-10-09T00:07:42.847810] [WARN ] [sig ] [1671/2211] Failed RFL after 0.0s | 5.21 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.847885] [INFO ] [sig ] [1672/2211] Forecasting RFM... [2025-10-09T00:07:42.847967] [INFO ] [sig ] Generating forecast for: RFM [2025-10-09T00:07:42.848104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFM' from 'https://tdm.silogroup.org/data/derivative_storage/RFM.csv'. [2025-10-09T00:07:42.852230] [WARN ] [REMOTE ] Historical data not found for symbol 'RFM' (404). [2025-10-09T00:07:42.852437] [FATAL] [sig ] RFM: No historical data fetched. [2025-10-09T00:07:42.852546] [WARN ] [sig ] [1672/2211] Failed RFM after 0.0s | 5.21 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.852633] [INFO ] [sig ] [1673/2211] Forecasting RFMZ... [2025-10-09T00:07:42.852739] [INFO ] [sig ] Generating forecast for: RFMZ [2025-10-09T00:07:42.852826] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RFMZ.csv'. [2025-10-09T00:07:42.856820] [WARN ] [REMOTE ] Historical data not found for symbol 'RFMZ' (404). [2025-10-09T00:07:42.857117] [FATAL] [sig ] RFMZ: No historical data fetched. [2025-10-09T00:07:42.857235] [WARN ] [sig ] [1673/2211] Failed RFMZ after 0.0s | 5.21 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.857331] [INFO ] [sig ] [1674/2211] Forecasting RGA... [2025-10-09T00:07:42.857411] [INFO ] [sig ] Generating forecast for: RGA [2025-10-09T00:07:42.857483] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RGA' from 'https://tdm.silogroup.org/data/derivative_storage/RGA.csv'. [2025-10-09T00:07:42.861722] [WARN ] [REMOTE ] Historical data not found for symbol 'RGA' (404). [2025-10-09T00:07:42.861966] [FATAL] [sig ] RGA: No historical data fetched. [2025-10-09T00:07:42.862066] [WARN ] [sig ] [1674/2211] Failed RGA after 0.0s | 5.22 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.862140] [INFO ] [sig ] [1675/2211] Forecasting RGR... [2025-10-09T00:07:42.862210] [INFO ] [sig ] Generating forecast for: RGR [2025-10-09T00:07:42.862299] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RGR' from 'https://tdm.silogroup.org/data/derivative_storage/RGR.csv'. [2025-10-09T00:07:42.866073] [WARN ] [REMOTE ] Historical data not found for symbol 'RGR' (404). [2025-10-09T00:07:42.866331] [FATAL] [sig ] RGR: No historical data fetched. [2025-10-09T00:07:42.866440] [WARN ] [sig ] [1675/2211] Failed RGR after 0.0s | 5.22 sym/s | Total: 5.3m | ETA: 1.7m [2025-10-09T00:07:42.866523] [INFO ] [sig ] [1676/2211] Forecasting RGT... [2025-10-09T00:07:42.866603] [INFO ] [sig ] Generating forecast for: RGT [2025-10-09T00:07:42.866711] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RGT' from 'https://tdm.silogroup.org/data/derivative_storage/RGT.csv'. [2025-10-09T00:07:42.878410] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RGT'. [2025-10-09T00:07:42.879026] [INFO ] [FORECASTER] Starting predict_future for RGT [2025-10-09T00:07:42.916137] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:42.917327] [DEBUG] [LOCAL ] No optimal features file found for RGT: ./output/feature-sets/RGT.txt [2025-10-09T00:07:42.917446] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:42.917536] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:42.917623] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:42.917779] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:42.941548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:42.942582] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:42.942716] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:42.942788] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:42.978310] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:42.978498] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:42.978546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:42.978579] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:42.982274] [DEBUG] [FORECASTER] RGT: Forecast T+1@11:T+2@11: DOWN (p=2.85%) [2025-10-09T00:07:42.982581] [INFO ] [FORECASTER] Completed predict_future for RGT [2025-10-09T00:07:42.982755] [INFO ] [sig ] RGT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:43.127777] [INFO ] [LOCAL ] Saved forecast: RGT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/RGT.txt [2025-10-09T00:07:43.128025] [WARN ] [sig ] [1676/2211] Failed RGT after 0.3s | 5.22 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.128121] [INFO ] [sig ] [1677/2211] Forecasting RH... [2025-10-09T00:07:43.128208] [INFO ] [sig ] Generating forecast for: RH [2025-10-09T00:07:43.128296] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RH' from 'https://tdm.silogroup.org/data/derivative_storage/RH.csv'. [2025-10-09T00:07:43.133070] [WARN ] [REMOTE ] Historical data not found for symbol 'RH' (404). [2025-10-09T00:07:43.133265] [FATAL] [sig ] RH: No historical data fetched. [2025-10-09T00:07:43.133354] [WARN ] [sig ] [1677/2211] Failed RH after 0.0s | 5.22 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.133433] [INFO ] [sig ] [1678/2211] Forecasting RHI... [2025-10-09T00:07:43.133508] [INFO ] [sig ] Generating forecast for: RHI [2025-10-09T00:07:43.133577] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RHI' from 'https://tdm.silogroup.org/data/derivative_storage/RHI.csv'. [2025-10-09T00:07:43.137437] [WARN ] [REMOTE ] Historical data not found for symbol 'RHI' (404). [2025-10-09T00:07:43.137600] [FATAL] [sig ] RHI: No historical data fetched. [2025-10-09T00:07:43.137705] [WARN ] [sig ] [1678/2211] Failed RHI after 0.0s | 5.22 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.137781] [INFO ] [sig ] [1679/2211] Forecasting RHP... [2025-10-09T00:07:43.137852] [INFO ] [sig ] Generating forecast for: RHP [2025-10-09T00:07:43.137935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RHP' from 'https://tdm.silogroup.org/data/derivative_storage/RHP.csv'. [2025-10-09T00:07:43.141332] [WARN ] [REMOTE ] Historical data not found for symbol 'RHP' (404). [2025-10-09T00:07:43.141498] [FATAL] [sig ] RHP: No historical data fetched. [2025-10-09T00:07:43.141580] [WARN ] [sig ] [1679/2211] Failed RHP after 0.0s | 5.23 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.141679] [INFO ] [sig ] [1680/2211] Forecasting RIG... [2025-10-09T00:07:43.141752] [INFO ] [sig ] Generating forecast for: RIG [2025-10-09T00:07:43.141819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RIG' from 'https://tdm.silogroup.org/data/derivative_storage/RIG.csv'. [2025-10-09T00:07:43.145171] [WARN ] [REMOTE ] Historical data not found for symbol 'RIG' (404). [2025-10-09T00:07:43.145343] [FATAL] [sig ] RIG: No historical data fetched. [2025-10-09T00:07:43.145433] [WARN ] [sig ] [1680/2211] Failed RIG after 0.0s | 5.23 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.145507] [INFO ] [sig ] [1681/2211] Forecasting RIO... [2025-10-09T00:07:43.145574] [INFO ] [sig ] Generating forecast for: RIO [2025-10-09T00:07:43.145661] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RIO' from 'https://tdm.silogroup.org/data/derivative_storage/RIO.csv'. [2025-10-09T00:07:43.148962] [WARN ] [REMOTE ] Historical data not found for symbol 'RIO' (404). [2025-10-09T00:07:43.149136] [FATAL] [sig ] RIO: No historical data fetched. [2025-10-09T00:07:43.149221] [WARN ] [sig ] [1681/2211] Failed RIO after 0.0s | 5.23 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.149315] [INFO ] [sig ] [1682/2211] Forecasting RITM... [2025-10-09T00:07:43.149388] [INFO ] [sig ] Generating forecast for: RITM [2025-10-09T00:07:43.149459] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RITM' from 'https://tdm.silogroup.org/data/derivative_storage/RITM.csv'. [2025-10-09T00:07:43.153072] [WARN ] [REMOTE ] Historical data not found for symbol 'RITM' (404). [2025-10-09T00:07:43.153246] [FATAL] [sig ] RITM: No historical data fetched. [2025-10-09T00:07:43.153330] [WARN ] [sig ] [1682/2211] Failed RITM after 0.0s | 5.24 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.153409] [INFO ] [sig ] [1683/2211] Forecasting RIV... [2025-10-09T00:07:43.153490] [INFO ] [sig ] Generating forecast for: RIV [2025-10-09T00:07:43.153560] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RIV' from 'https://tdm.silogroup.org/data/derivative_storage/RIV.csv'. [2025-10-09T00:07:43.162935] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RIV'. [2025-10-09T00:07:43.163264] [INFO ] [FORECASTER] Starting predict_future for RIV [2025-10-09T00:07:43.189160] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:43.189973] [DEBUG] [LOCAL ] No optimal features file found for RIV: ./output/feature-sets/RIV.txt [2025-10-09T00:07:43.190051] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:43.190123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:43.190193] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:43.190294] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:43.208151] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:43.208794] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:43.208899] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:43.208975] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:43.243029] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:43.243240] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:43.243292] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:43.243327] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:43.247129] [DEBUG] [FORECASTER] RIV: Forecast T+1@11:T+2@11: DOWN (p=0.50%) [2025-10-09T00:07:43.247433] [INFO ] [FORECASTER] Completed predict_future for RIV [2025-10-09T00:07:43.247582] [INFO ] [sig ] RIV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:43.390298] [INFO ] [LOCAL ] Saved forecast: RIV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/RIV.txt [2025-10-09T00:07:43.390584] [WARN ] [sig ] [1683/2211] Failed RIV after 0.2s | 5.23 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.390783] [INFO ] [sig ] [1684/2211] Forecasting RJF... [2025-10-09T00:07:43.390856] [INFO ] [sig ] Generating forecast for: RJF [2025-10-09T00:07:43.390928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RJF' from 'https://tdm.silogroup.org/data/derivative_storage/RJF.csv'. [2025-10-09T00:07:43.395796] [WARN ] [REMOTE ] Historical data not found for symbol 'RJF' (404). [2025-10-09T00:07:43.395984] [FATAL] [sig ] RJF: No historical data fetched. [2025-10-09T00:07:43.396073] [WARN ] [sig ] [1684/2211] Failed RJF after 0.0s | 5.24 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.396147] [INFO ] [sig ] [1685/2211] Forecasting RKT... [2025-10-09T00:07:43.396213] [INFO ] [sig ] Generating forecast for: RKT [2025-10-09T00:07:43.396280] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RKT' from 'https://tdm.silogroup.org/data/derivative_storage/RKT.csv'. [2025-10-09T00:07:43.399684] [WARN ] [REMOTE ] Historical data not found for symbol 'RKT' (404). [2025-10-09T00:07:43.399853] [FATAL] [sig ] RKT: No historical data fetched. [2025-10-09T00:07:43.399938] [WARN ] [sig ] [1685/2211] Failed RKT after 0.0s | 5.24 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.400011] [INFO ] [sig ] [1686/2211] Forecasting RL... [2025-10-09T00:07:43.400080] [INFO ] [sig ] Generating forecast for: RL [2025-10-09T00:07:43.400148] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RL' from 'https://tdm.silogroup.org/data/derivative_storage/RL.csv'. [2025-10-09T00:07:43.403461] [WARN ] [REMOTE ] Historical data not found for symbol 'RL' (404). [2025-10-09T00:07:43.403633] [FATAL] [sig ] RL: No historical data fetched. [2025-10-09T00:07:43.403745] [WARN ] [sig ] [1686/2211] Failed RL after 0.0s | 5.24 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.403861] [INFO ] [sig ] [1687/2211] Forecasting RLI... [2025-10-09T00:07:43.403933] [INFO ] [sig ] Generating forecast for: RLI [2025-10-09T00:07:43.404000] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLI' from 'https://tdm.silogroup.org/data/derivative_storage/RLI.csv'. [2025-10-09T00:07:43.407299] [WARN ] [REMOTE ] Historical data not found for symbol 'RLI' (404). [2025-10-09T00:07:43.407468] [FATAL] [sig ] RLI: No historical data fetched. [2025-10-09T00:07:43.407553] [WARN ] [sig ] [1687/2211] Failed RLI after 0.0s | 5.25 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.407625] [INFO ] [sig ] [1688/2211] Forecasting RLJ... [2025-10-09T00:07:43.407729] [INFO ] [sig ] Generating forecast for: RLJ [2025-10-09T00:07:43.407798] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLJ' from 'https://tdm.silogroup.org/data/derivative_storage/RLJ.csv'. [2025-10-09T00:07:43.411216] [WARN ] [REMOTE ] Historical data not found for symbol 'RLJ' (404). [2025-10-09T00:07:43.411386] [FATAL] [sig ] RLJ: No historical data fetched. [2025-10-09T00:07:43.411473] [WARN ] [sig ] [1688/2211] Failed RLJ after 0.0s | 5.25 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.411549] [INFO ] [sig ] [1689/2211] Forecasting RLTY... [2025-10-09T00:07:43.411617] [INFO ] [sig ] Generating forecast for: RLTY [2025-10-09T00:07:43.411709] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLTY' from 'https://tdm.silogroup.org/data/derivative_storage/RLTY.csv'. [2025-10-09T00:07:43.415036] [WARN ] [REMOTE ] Historical data not found for symbol 'RLTY' (404). [2025-10-09T00:07:43.415205] [FATAL] [sig ] RLTY: No historical data fetched. [2025-10-09T00:07:43.415288] [WARN ] [sig ] [1689/2211] Failed RLTY after 0.0s | 5.25 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.415361] [INFO ] [sig ] [1690/2211] Forecasting RLX... [2025-10-09T00:07:43.415427] [INFO ] [sig ] Generating forecast for: RLX [2025-10-09T00:07:43.415497] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLX' from 'https://tdm.silogroup.org/data/derivative_storage/RLX.csv'. [2025-10-09T00:07:43.418806] [WARN ] [REMOTE ] Historical data not found for symbol 'RLX' (404). [2025-10-09T00:07:43.418973] [FATAL] [sig ] RLX: No historical data fetched. [2025-10-09T00:07:43.419058] [WARN ] [sig ] [1690/2211] Failed RLX after 0.0s | 5.26 sym/s | Total: 5.4m | ETA: 1.7m [2025-10-09T00:07:43.419130] [INFO ] [sig ] [1691/2211] Forecasting RM... [2025-10-09T00:07:43.419198] [INFO ] [sig ] Generating forecast for: RM [2025-10-09T00:07:43.419279] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RM' from 'https://tdm.silogroup.org/data/derivative_storage/RM.csv'. [2025-10-09T00:07:43.422610] [WARN ] [REMOTE ] Historical data not found for symbol 'RM' (404). [2025-10-09T00:07:43.422813] [FATAL] [sig ] RM: No historical data fetched. [2025-10-09T00:07:43.422897] [WARN ] [sig ] [1691/2211] Failed RM after 0.0s | 5.26 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.422970] [INFO ] [sig ] [1692/2211] Forecasting RMAX... [2025-10-09T00:07:43.423036] [INFO ] [sig ] Generating forecast for: RMAX [2025-10-09T00:07:43.423104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMAX' from 'https://tdm.silogroup.org/data/derivative_storage/RMAX.csv'. [2025-10-09T00:07:43.426419] [WARN ] [REMOTE ] Historical data not found for symbol 'RMAX' (404). [2025-10-09T00:07:43.426605] [FATAL] [sig ] RMAX: No historical data fetched. [2025-10-09T00:07:43.426713] [WARN ] [sig ] [1692/2211] Failed RMAX after 0.0s | 5.26 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.426788] [INFO ] [sig ] [1693/2211] Forecasting RMD... [2025-10-09T00:07:43.426856] [INFO ] [sig ] Generating forecast for: RMD [2025-10-09T00:07:43.426924] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMD' from 'https://tdm.silogroup.org/data/derivative_storage/RMD.csv'. [2025-10-09T00:07:43.431493] [WARN ] [REMOTE ] Historical data not found for symbol 'RMD' (404). [2025-10-09T00:07:43.431759] [FATAL] [sig ] RMD: No historical data fetched. [2025-10-09T00:07:43.431852] [WARN ] [sig ] [1693/2211] Failed RMD after 0.0s | 5.27 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.431927] [INFO ] [sig ] [1694/2211] Forecasting RMI... [2025-10-09T00:07:43.432003] [INFO ] [sig ] Generating forecast for: RMI [2025-10-09T00:07:43.432074] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMI' from 'https://tdm.silogroup.org/data/derivative_storage/RMI.csv'. [2025-10-09T00:07:43.435871] [WARN ] [REMOTE ] Historical data not found for symbol 'RMI' (404). [2025-10-09T00:07:43.436044] [FATAL] [sig ] RMI: No historical data fetched. [2025-10-09T00:07:43.436130] [WARN ] [sig ] [1694/2211] Failed RMI after 0.0s | 5.27 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.436206] [INFO ] [sig ] [1695/2211] Forecasting RMM... [2025-10-09T00:07:43.436273] [INFO ] [sig ] Generating forecast for: RMM [2025-10-09T00:07:43.436341] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMM' from 'https://tdm.silogroup.org/data/derivative_storage/RMM.csv'. [2025-10-09T00:07:43.440263] [WARN ] [REMOTE ] Historical data not found for symbol 'RMM' (404). [2025-10-09T00:07:43.440439] [FATAL] [sig ] RMM: No historical data fetched. [2025-10-09T00:07:43.440528] [WARN ] [sig ] [1695/2211] Failed RMM after 0.0s | 5.27 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.440604] [INFO ] [sig ] [1696/2211] Forecasting RMMZ... [2025-10-09T00:07:43.440693] [INFO ] [sig ] Generating forecast for: RMMZ [2025-10-09T00:07:43.440765] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RMMZ.csv'. [2025-10-09T00:07:43.444114] [WARN ] [REMOTE ] Historical data not found for symbol 'RMMZ' (404). [2025-10-09T00:07:43.444286] [FATAL] [sig ] RMMZ: No historical data fetched. [2025-10-09T00:07:43.444374] [WARN ] [sig ] [1696/2211] Failed RMMZ after 0.0s | 5.27 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.444449] [INFO ] [sig ] [1697/2211] Forecasting RMT... [2025-10-09T00:07:43.444515] [INFO ] [sig ] Generating forecast for: RMT [2025-10-09T00:07:43.444583] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMT' from 'https://tdm.silogroup.org/data/derivative_storage/RMT.csv'. [2025-10-09T00:07:43.456451] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RMT'. [2025-10-09T00:07:43.456842] [INFO ] [FORECASTER] Starting predict_future for RMT [2025-10-09T00:07:43.484109] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:43.484966] [DEBUG] [LOCAL ] No optimal features file found for RMT: ./output/feature-sets/RMT.txt [2025-10-09T00:07:43.485047] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:43.485119] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:43.485187] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:43.485287] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:43.503754] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:43.504391] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:43.504496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:43.504566] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:43.540635] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:43.540758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:43.540804] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:43.540839] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:43.544112] [DEBUG] [FORECASTER] RMT: Forecast T+1@11:T+2@11: DOWN (p=35.53%) [2025-10-09T00:07:43.544392] [INFO ] [FORECASTER] Completed predict_future for RMT [2025-10-09T00:07:43.544575] [INFO ] [sig ] RMT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:43.689821] [INFO ] [LOCAL ] Saved forecast: RMT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/RMT.txt [2025-10-09T00:07:43.690073] [WARN ] [sig ] [1697/2211] Failed RMT after 0.2s | 5.27 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.690149] [INFO ] [sig ] [1698/2211] Forecasting RNG... [2025-10-09T00:07:43.690199] [INFO ] [sig ] Generating forecast for: RNG [2025-10-09T00:07:43.690238] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNG' from 'https://tdm.silogroup.org/data/derivative_storage/RNG.csv'. [2025-10-09T00:07:43.694901] [WARN ] [REMOTE ] Historical data not found for symbol 'RNG' (404). [2025-10-09T00:07:43.695085] [FATAL] [sig ] RNG: No historical data fetched. [2025-10-09T00:07:43.695172] [WARN ] [sig ] [1698/2211] Failed RNG after 0.0s | 5.28 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.695246] [INFO ] [sig ] [1699/2211] Forecasting RNGR... [2025-10-09T00:07:43.695315] [INFO ] [sig ] Generating forecast for: RNGR [2025-10-09T00:07:43.695383] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNGR' from 'https://tdm.silogroup.org/data/derivative_storage/RNGR.csv'. [2025-10-09T00:07:43.699221] [WARN ] [REMOTE ] Historical data not found for symbol 'RNGR' (404). [2025-10-09T00:07:43.699410] [FATAL] [sig ] RNGR: No historical data fetched. [2025-10-09T00:07:43.699499] [WARN ] [sig ] [1699/2211] Failed RNGR after 0.0s | 5.28 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.699552] [INFO ] [sig ] [1700/2211] Forecasting RNP... [2025-10-09T00:07:43.699618] [INFO ] [sig ] Generating forecast for: RNP [2025-10-09T00:07:43.699711] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNP' from 'https://tdm.silogroup.org/data/derivative_storage/RNP.csv'. [2025-10-09T00:07:43.709154] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RNP'. [2025-10-09T00:07:43.709528] [INFO ] [FORECASTER] Starting predict_future for RNP [2025-10-09T00:07:43.736543] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:43.737406] [DEBUG] [LOCAL ] No optimal features file found for RNP: ./output/feature-sets/RNP.txt [2025-10-09T00:07:43.737485] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:43.737558] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:43.737627] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:43.737747] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:43.757466] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:43.758471] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:43.758592] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:43.758689] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:43.795210] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:43.795475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:43.795572] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:43.795679] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:43.799695] [DEBUG] [FORECASTER] RNP: Forecast T+1@11:T+2@11: UP (p=96.47%) [2025-10-09T00:07:43.800036] [INFO ] [FORECASTER] Completed predict_future for RNP [2025-10-09T00:07:43.800189] [INFO ] [sig ] RNP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:43.954427] [INFO ] [LOCAL ] Saved forecast: RNP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/RNP.txt [2025-10-09T00:07:43.954733] [WARN ] [sig ] [1700/2211] Failed RNP after 0.3s | 5.28 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.954812] [INFO ] [sig ] [1701/2211] Forecasting RNR... [2025-10-09T00:07:43.954890] [INFO ] [sig ] Generating forecast for: RNR [2025-10-09T00:07:43.954960] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNR' from 'https://tdm.silogroup.org/data/derivative_storage/RNR.csv'. [2025-10-09T00:07:43.959931] [WARN ] [REMOTE ] Historical data not found for symbol 'RNR' (404). [2025-10-09T00:07:43.960112] [FATAL] [sig ] RNR: No historical data fetched. [2025-10-09T00:07:43.960198] [WARN ] [sig ] [1701/2211] Failed RNR after 0.0s | 5.28 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.960271] [INFO ] [sig ] [1702/2211] Forecasting RNST... [2025-10-09T00:07:43.960338] [INFO ] [sig ] Generating forecast for: RNST [2025-10-09T00:07:43.960406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNST' from 'https://tdm.silogroup.org/data/derivative_storage/RNST.csv'. [2025-10-09T00:07:43.964056] [WARN ] [REMOTE ] Historical data not found for symbol 'RNST' (404). [2025-10-09T00:07:43.964224] [FATAL] [sig ] RNST: No historical data fetched. [2025-10-09T00:07:43.964308] [WARN ] [sig ] [1702/2211] Failed RNST after 0.0s | 5.28 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.964381] [INFO ] [sig ] [1703/2211] Forecasting ROG... [2025-10-09T00:07:43.964454] [INFO ] [sig ] Generating forecast for: ROG [2025-10-09T00:07:43.964521] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ROG' from 'https://tdm.silogroup.org/data/derivative_storage/ROG.csv'. [2025-10-09T00:07:43.967871] [WARN ] [REMOTE ] Historical data not found for symbol 'ROG' (404). [2025-10-09T00:07:43.968040] [FATAL] [sig ] ROG: No historical data fetched. [2025-10-09T00:07:43.968123] [WARN ] [sig ] [1703/2211] Failed ROG after 0.0s | 5.29 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.968196] [INFO ] [sig ] [1704/2211] Forecasting ROK... [2025-10-09T00:07:43.968264] [INFO ] [sig ] Generating forecast for: ROK [2025-10-09T00:07:43.968332] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ROK' from 'https://tdm.silogroup.org/data/derivative_storage/ROK.csv'. [2025-10-09T00:07:43.971767] [WARN ] [REMOTE ] Historical data not found for symbol 'ROK' (404). [2025-10-09T00:07:43.971936] [FATAL] [sig ] ROK: No historical data fetched. [2025-10-09T00:07:43.972020] [WARN ] [sig ] [1704/2211] Failed ROK after 0.0s | 5.29 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.972092] [INFO ] [sig ] [1705/2211] Forecasting ROL... [2025-10-09T00:07:43.972159] [INFO ] [sig ] Generating forecast for: ROL [2025-10-09T00:07:43.972226] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ROL' from 'https://tdm.silogroup.org/data/derivative_storage/ROL.csv'. [2025-10-09T00:07:43.975688] [WARN ] [REMOTE ] Historical data not found for symbol 'ROL' (404). [2025-10-09T00:07:43.975852] [FATAL] [sig ] ROL: No historical data fetched. [2025-10-09T00:07:43.975934] [WARN ] [sig ] [1705/2211] Failed ROL after 0.0s | 5.29 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.976013] [INFO ] [sig ] [1706/2211] Forecasting RPM... [2025-10-09T00:07:43.976080] [INFO ] [sig ] Generating forecast for: RPM [2025-10-09T00:07:43.976148] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RPM' from 'https://tdm.silogroup.org/data/derivative_storage/RPM.csv'. [2025-10-09T00:07:43.979488] [WARN ] [REMOTE ] Historical data not found for symbol 'RPM' (404). [2025-10-09T00:07:43.979678] [FATAL] [sig ] RPM: No historical data fetched. [2025-10-09T00:07:43.979765] [WARN ] [sig ] [1706/2211] Failed RPM after 0.0s | 5.30 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.979839] [INFO ] [sig ] [1707/2211] Forecasting RPT... [2025-10-09T00:07:43.979922] [INFO ] [sig ] Generating forecast for: RPT [2025-10-09T00:07:43.980004] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RPT' from 'https://tdm.silogroup.org/data/derivative_storage/RPT.csv'. [2025-10-09T00:07:43.983458] [WARN ] [REMOTE ] Historical data not found for symbol 'RPT' (404). [2025-10-09T00:07:43.983661] [FATAL] [sig ] RPT: No historical data fetched. [2025-10-09T00:07:43.983757] [WARN ] [sig ] [1707/2211] Failed RPT after 0.0s | 5.30 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.983830] [INFO ] [sig ] [1708/2211] Forecasting RQI... [2025-10-09T00:07:43.983899] [INFO ] [sig ] Generating forecast for: RQI [2025-10-09T00:07:43.983966] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RQI' from 'https://tdm.silogroup.org/data/derivative_storage/RQI.csv'. [2025-10-09T00:07:43.987332] [WARN ] [REMOTE ] Historical data not found for symbol 'RQI' (404). [2025-10-09T00:07:43.987504] [FATAL] [sig ] RQI: No historical data fetched. [2025-10-09T00:07:43.987588] [WARN ] [sig ] [1708/2211] Failed RQI after 0.0s | 5.30 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.987685] [INFO ] [sig ] [1709/2211] Forecasting RRC... [2025-10-09T00:07:43.987753] [INFO ] [sig ] Generating forecast for: RRC [2025-10-09T00:07:43.987822] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RRC' from 'https://tdm.silogroup.org/data/derivative_storage/RRC.csv'. [2025-10-09T00:07:43.991141] [WARN ] [REMOTE ] Historical data not found for symbol 'RRC' (404). [2025-10-09T00:07:43.991310] [FATAL] [sig ] RRC: No historical data fetched. [2025-10-09T00:07:43.991392] [WARN ] [sig ] [1709/2211] Failed RRC after 0.0s | 5.31 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.991465] [INFO ] [sig ] [1710/2211] Forecasting RRX... [2025-10-09T00:07:43.991532] [INFO ] [sig ] Generating forecast for: RRX [2025-10-09T00:07:43.991599] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RRX' from 'https://tdm.silogroup.org/data/derivative_storage/RRX.csv'. [2025-10-09T00:07:43.994950] [WARN ] [REMOTE ] Historical data not found for symbol 'RRX' (404). [2025-10-09T00:07:43.995118] [FATAL] [sig ] RRX: No historical data fetched. [2025-10-09T00:07:43.995203] [WARN ] [sig ] [1710/2211] Failed RRX after 0.0s | 5.31 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.995276] [INFO ] [sig ] [1711/2211] Forecasting RS... [2025-10-09T00:07:43.995343] [INFO ] [sig ] Generating forecast for: RS [2025-10-09T00:07:43.995410] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RS' from 'https://tdm.silogroup.org/data/derivative_storage/RS.csv'. [2025-10-09T00:07:43.998713] [WARN ] [REMOTE ] Historical data not found for symbol 'RS' (404). [2025-10-09T00:07:43.998883] [FATAL] [sig ] RS: No historical data fetched. [2025-10-09T00:07:43.998965] [WARN ] [sig ] [1711/2211] Failed RS after 0.0s | 5.31 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:43.999038] [INFO ] [sig ] [1712/2211] Forecasting RSF... [2025-10-09T00:07:43.999107] [INFO ] [sig ] Generating forecast for: RSF [2025-10-09T00:07:43.999175] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSF' from 'https://tdm.silogroup.org/data/derivative_storage/RSF.csv'. [2025-10-09T00:07:44.008093] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RSF'. [2025-10-09T00:07:44.008496] [INFO ] [FORECASTER] Starting predict_future for RSF [2025-10-09T00:07:44.033969] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:44.034738] [DEBUG] [LOCAL ] No optimal features file found for RSF: ./output/feature-sets/RSF.txt [2025-10-09T00:07:44.034815] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:44.034885] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:44.034952] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:44.035050] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:44.052795] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:44.053369] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:44.053474] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:44.053544] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:44.095922] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:44.096020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:44.096062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:44.096094] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:44.099282] [DEBUG] [FORECASTER] RSF: Forecast T+1@11:T+2@11: UP (p=99.71%) [2025-10-09T00:07:44.099572] [INFO ] [FORECASTER] Completed predict_future for RSF [2025-10-09T00:07:44.099745] [INFO ] [sig ] RSF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:44.240397] [INFO ] [LOCAL ] Saved forecast: RSF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/RSF.txt [2025-10-09T00:07:44.240678] [WARN ] [sig ] [1712/2211] Failed RSF after 0.2s | 5.31 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:44.240756] [INFO ] [sig ] [1713/2211] Forecasting RSG... [2025-10-09T00:07:44.240827] [INFO ] [sig ] Generating forecast for: RSG [2025-10-09T00:07:44.240897] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSG' from 'https://tdm.silogroup.org/data/derivative_storage/RSG.csv'. [2025-10-09T00:07:44.245958] [WARN ] [REMOTE ] Historical data not found for symbol 'RSG' (404). [2025-10-09T00:07:44.246149] [FATAL] [sig ] RSG: No historical data fetched. [2025-10-09T00:07:44.246236] [WARN ] [sig ] [1713/2211] Failed RSG after 0.0s | 5.31 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:44.246309] [INFO ] [sig ] [1714/2211] Forecasting RSI... [2025-10-09T00:07:44.246377] [INFO ] [sig ] Generating forecast for: RSI [2025-10-09T00:07:44.246508] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSI' from 'https://tdm.silogroup.org/data/derivative_storage/RSI.csv'. [2025-10-09T00:07:44.250016] [WARN ] [REMOTE ] Historical data not found for symbol 'RSI' (404). [2025-10-09T00:07:44.250198] [FATAL] [sig ] RSI: No historical data fetched. [2025-10-09T00:07:44.250284] [WARN ] [sig ] [1714/2211] Failed RSI after 0.0s | 5.32 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:44.250358] [INFO ] [sig ] [1715/2211] Forecasting RSKD... [2025-10-09T00:07:44.250425] [INFO ] [sig ] Generating forecast for: RSKD [2025-10-09T00:07:44.250493] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSKD' from 'https://tdm.silogroup.org/data/derivative_storage/RSKD.csv'. [2025-10-09T00:07:44.254517] [WARN ] [REMOTE ] Historical data not found for symbol 'RSKD' (404). [2025-10-09T00:07:44.254716] [FATAL] [sig ] RSKD: No historical data fetched. [2025-10-09T00:07:44.254801] [WARN ] [sig ] [1715/2211] Failed RSKD after 0.0s | 5.32 sym/s | Total: 5.4m | ETA: 1.6m [2025-10-09T00:07:44.254888] [INFO ] [sig ] [1716/2211] Forecasting RTO... [2025-10-09T00:07:44.254968] [INFO ] [sig ] Generating forecast for: RTO [2025-10-09T00:07:44.255052] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RTO' from 'https://tdm.silogroup.org/data/derivative_storage/RTO.csv'. [2025-10-09T00:07:44.258510] [WARN ] [REMOTE ] Historical data not found for symbol 'RTO' (404). [2025-10-09T00:07:44.258710] [FATAL] [sig ] RTO: No historical data fetched. [2025-10-09T00:07:44.258796] [WARN ] [sig ] [1716/2211] Failed RTO after 0.0s | 5.32 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.258869] [INFO ] [sig ] [1717/2211] Forecasting RTX... [2025-10-09T00:07:44.258936] [INFO ] [sig ] Generating forecast for: RTX [2025-10-09T00:07:44.259005] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RTX' from 'https://tdm.silogroup.org/data/derivative_storage/RTX.csv'. [2025-10-09T00:07:44.262303] [WARN ] [REMOTE ] Historical data not found for symbol 'RTX' (404). [2025-10-09T00:07:44.262476] [FATAL] [sig ] RTX: No historical data fetched. [2025-10-09T00:07:44.262560] [WARN ] [sig ] [1717/2211] Failed RTX after 0.0s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.262634] [INFO ] [sig ] [1718/2211] Forecasting RVLV... [2025-10-09T00:07:44.262743] [INFO ] [sig ] Generating forecast for: RVLV [2025-10-09T00:07:44.262814] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RVLV' from 'https://tdm.silogroup.org/data/derivative_storage/RVLV.csv'. [2025-10-09T00:07:44.266341] [WARN ] [REMOTE ] Historical data not found for symbol 'RVLV' (404). [2025-10-09T00:07:44.266507] [FATAL] [sig ] RVLV: No historical data fetched. [2025-10-09T00:07:44.266591] [WARN ] [sig ] [1718/2211] Failed RVLV after 0.0s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.266689] [INFO ] [sig ] [1719/2211] Forecasting RVT... [2025-10-09T00:07:44.266757] [INFO ] [sig ] Generating forecast for: RVT [2025-10-09T00:07:44.266828] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RVT' from 'https://tdm.silogroup.org/data/derivative_storage/RVT.csv'. [2025-10-09T00:07:44.275581] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RVT'. [2025-10-09T00:07:44.275889] [INFO ] [FORECASTER] Starting predict_future for RVT [2025-10-09T00:07:44.301366] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:44.302155] [DEBUG] [LOCAL ] No optimal features file found for RVT: ./output/feature-sets/RVT.txt [2025-10-09T00:07:44.302232] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:44.302302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:44.302370] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:44.302472] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:44.320109] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:44.320729] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:44.320831] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:44.320898] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:44.363274] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:44.363387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:44.363429] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:44.363462] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:44.366714] [DEBUG] [FORECASTER] RVT: Forecast T+1@11:T+2@11: UP (p=80.04%) [2025-10-09T00:07:44.366990] [INFO ] [FORECASTER] Completed predict_future for RVT [2025-10-09T00:07:44.367132] [INFO ] [sig ] RVT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:44.508220] [INFO ] [LOCAL ] Saved forecast: RVT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/RVT.txt [2025-10-09T00:07:44.508536] [WARN ] [sig ] [1719/2211] Failed RVT after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.508621] [INFO ] [sig ] [1720/2211] Forecasting RVTY... [2025-10-09T00:07:44.508714] [INFO ] [sig ] Generating forecast for: RVTY [2025-10-09T00:07:44.508811] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RVTY' from 'https://tdm.silogroup.org/data/derivative_storage/RVTY.csv'. [2025-10-09T00:07:44.513531] [WARN ] [REMOTE ] Historical data not found for symbol 'RVTY' (404). [2025-10-09T00:07:44.513763] [FATAL] [sig ] RVTY: No historical data fetched. [2025-10-09T00:07:44.513854] [WARN ] [sig ] [1720/2211] Failed RVTY after 0.0s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.513926] [INFO ] [sig ] [1721/2211] Forecasting RWT... [2025-10-09T00:07:44.513992] [INFO ] [sig ] Generating forecast for: RWT [2025-10-09T00:07:44.514075] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RWT' from 'https://tdm.silogroup.org/data/derivative_storage/RWT.csv'. [2025-10-09T00:07:44.517557] [WARN ] [REMOTE ] Historical data not found for symbol 'RWT' (404). [2025-10-09T00:07:44.517753] [FATAL] [sig ] RWT: No historical data fetched. [2025-10-09T00:07:44.517836] [WARN ] [sig ] [1721/2211] Failed RWT after 0.0s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.517921] [INFO ] [sig ] [1722/2211] Forecasting RXO... [2025-10-09T00:07:44.517990] [INFO ] [sig ] Generating forecast for: RXO [2025-10-09T00:07:44.518058] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RXO' from 'https://tdm.silogroup.org/data/derivative_storage/RXO.csv'. [2025-10-09T00:07:44.521384] [WARN ] [REMOTE ] Historical data not found for symbol 'RXO' (404). [2025-10-09T00:07:44.521559] [FATAL] [sig ] RXO: No historical data fetched. [2025-10-09T00:07:44.521665] [WARN ] [sig ] [1722/2211] Failed RXO after 0.0s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.521738] [INFO ] [sig ] [1723/2211] Forecasting RY... [2025-10-09T00:07:44.521807] [INFO ] [sig ] Generating forecast for: RY [2025-10-09T00:07:44.521876] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RY' from 'https://tdm.silogroup.org/data/derivative_storage/RY.csv'. [2025-10-09T00:07:44.525668] [WARN ] [REMOTE ] Historical data not found for symbol 'RY' (404). [2025-10-09T00:07:44.525836] [FATAL] [sig ] RY: No historical data fetched. [2025-10-09T00:07:44.525920] [WARN ] [sig ] [1723/2211] Failed RY after 0.0s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.525991] [INFO ] [sig ] [1724/2211] Forecasting RYAM... [2025-10-09T00:07:44.526059] [INFO ] [sig ] Generating forecast for: RYAM [2025-10-09T00:07:44.526126] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYAM' from 'https://tdm.silogroup.org/data/derivative_storage/RYAM.csv'. [2025-10-09T00:07:44.529499] [WARN ] [REMOTE ] Historical data not found for symbol 'RYAM' (404). [2025-10-09T00:07:44.529714] [FATAL] [sig ] RYAM: No historical data fetched. [2025-10-09T00:07:44.529803] [WARN ] [sig ] [1724/2211] Failed RYAM after 0.0s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.529875] [INFO ] [sig ] [1725/2211] Forecasting RYAN... [2025-10-09T00:07:44.529942] [INFO ] [sig ] Generating forecast for: RYAN [2025-10-09T00:07:44.530009] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYAN' from 'https://tdm.silogroup.org/data/derivative_storage/RYAN.csv'. [2025-10-09T00:07:44.539870] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RYAN'. [2025-10-09T00:07:44.540377] [INFO ] [FORECASTER] Starting predict_future for RYAN [2025-10-09T00:07:44.566234] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:44.567090] [DEBUG] [LOCAL ] No optimal features file found for RYAN: ./output/feature-sets/RYAN.txt [2025-10-09T00:07:44.567168] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:44.567240] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:44.567308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:44.567404] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:44.585044] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:44.585806] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:44.585910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:44.585959] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:44.627857] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:44.627968] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:44.628009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:44.628043] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:44.631293] [DEBUG] [FORECASTER] RYAN: Forecast T+1@11:T+2@11: DOWN (p=44.74%) [2025-10-09T00:07:44.631576] [INFO ] [FORECASTER] Completed predict_future for RYAN [2025-10-09T00:07:44.631745] [INFO ] [sig ] RYAN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:44.771293] [INFO ] [LOCAL ] Saved forecast: RYAN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/RYAN.txt [2025-10-09T00:07:44.771540] [WARN ] [sig ] [1725/2211] Failed RYAN after 0.2s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:44.771602] [INFO ] [sig ] [1726/2211] Forecasting RYI... [2025-10-09T00:07:44.771693] [INFO ] [sig ] Generating forecast for: RYI [2025-10-09T00:07:44.771767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYI' from 'https://tdm.silogroup.org/data/derivative_storage/RYI.csv'. [2025-10-09T00:07:44.781764] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RYI'. [2025-10-09T00:07:44.782063] [INFO ] [FORECASTER] Starting predict_future for RYI [2025-10-09T00:07:44.807160] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:44.807929] [DEBUG] [LOCAL ] No optimal features file found for RYI: ./output/feature-sets/RYI.txt [2025-10-09T00:07:44.808005] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:44.808076] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:44.808143] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:44.808240] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:44.825673] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:44.826237] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:44.826338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:44.826407] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:44.868594] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:44.868716] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:44.868776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:44.868810] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:44.871950] [DEBUG] [FORECASTER] RYI: Forecast T+1@11:T+2@11: DOWN (p=10.02%) [2025-10-09T00:07:44.872223] [INFO ] [FORECASTER] Completed predict_future for RYI [2025-10-09T00:07:44.872367] [INFO ] [sig ] RYI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:45.013038] [INFO ] [LOCAL ] Saved forecast: RYI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/RYI.txt [2025-10-09T00:07:45.013288] [WARN ] [sig ] [1726/2211] Failed RYI after 0.2s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:45.013366] [INFO ] [sig ] [1727/2211] Forecasting RYN... [2025-10-09T00:07:45.013438] [INFO ] [sig ] Generating forecast for: RYN [2025-10-09T00:07:45.013530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYN' from 'https://tdm.silogroup.org/data/derivative_storage/RYN.csv'. [2025-10-09T00:07:45.023588] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RYN'. [2025-10-09T00:07:45.023913] [INFO ] [FORECASTER] Starting predict_future for RYN [2025-10-09T00:07:45.049302] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:45.050158] [DEBUG] [LOCAL ] No optimal features file found for RYN: ./output/feature-sets/RYN.txt [2025-10-09T00:07:45.050235] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:45.050306] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:45.050373] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:45.050469] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:45.068017] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:45.068625] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:45.068752] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:45.068822] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:45.110173] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:45.110368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:45.110457] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:45.110494] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:45.114080] [DEBUG] [FORECASTER] RYN: Forecast T+1@11:T+2@11: DOWN (p=8.48%) [2025-10-09T00:07:45.114387] [INFO ] [FORECASTER] Completed predict_future for RYN [2025-10-09T00:07:45.114529] [INFO ] [sig ] RYN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:45.255593] [INFO ] [LOCAL ] Saved forecast: RYN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/RYN.txt [2025-10-09T00:07:45.255888] [WARN ] [sig ] [1727/2211] Failed RYN after 0.2s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:45.255951] [INFO ] [sig ] [1728/2211] Forecasting RZB... [2025-10-09T00:07:45.255987] [INFO ] [sig ] Generating forecast for: RZB [2025-10-09T00:07:45.256031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RZB' from 'https://tdm.silogroup.org/data/derivative_storage/RZB.csv'. [2025-10-09T00:07:45.266479] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RZB'. [2025-10-09T00:07:45.266811] [INFO ] [FORECASTER] Starting predict_future for RZB [2025-10-09T00:07:45.292614] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:45.293458] [DEBUG] [LOCAL ] No optimal features file found for RZB: ./output/feature-sets/RZB.txt [2025-10-09T00:07:45.293539] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:45.293630] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:45.293735] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:45.293849] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:45.313321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:45.314011] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:45.314115] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:45.314197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:45.349555] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:45.349676] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:45.349742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:45.349779] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:45.353040] [DEBUG] [FORECASTER] RZB: Forecast T+1@11:T+2@11: UP (p=83.45%) [2025-10-09T00:07:45.353319] [INFO ] [FORECASTER] Completed predict_future for RZB [2025-10-09T00:07:45.353482] [INFO ] [sig ] RZB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:45.503136] [INFO ] [LOCAL ] Saved forecast: RZB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/RZB.txt [2025-10-09T00:07:45.503402] [WARN ] [sig ] [1728/2211] Failed RZB after 0.2s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:45.503486] [INFO ] [sig ] [1729/2211] Forecasting RZC... [2025-10-09T00:07:45.503581] [INFO ] [sig ] Generating forecast for: RZC [2025-10-09T00:07:45.503698] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RZC' from 'https://tdm.silogroup.org/data/derivative_storage/RZC.csv'. [2025-10-09T00:07:45.517749] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'RZC'. [2025-10-09T00:07:45.518248] [INFO ] [FORECASTER] Starting predict_future for RZC [2025-10-09T00:07:45.550323] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:45.551183] [DEBUG] [LOCAL ] No optimal features file found for RZC: ./output/feature-sets/RZC.txt [2025-10-09T00:07:45.551259] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:45.551330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:45.551397] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:45.551512] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:45.569386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:45.570159] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:45.570270] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:45.570341] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:45.607784] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:45.607980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:45.608030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:45.608068] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:45.611922] [DEBUG] [FORECASTER] RZC: Forecast T+1@11:T+2@11: UP (p=97.63%) [2025-10-09T00:07:45.612229] [INFO ] [FORECASTER] Completed predict_future for RZC [2025-10-09T00:07:45.612373] [INFO ] [sig ] RZC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:45.765383] [INFO ] [LOCAL ] Saved forecast: RZC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/RZC.txt [2025-10-09T00:07:45.765700] [WARN ] [sig ] [1729/2211] Failed RZC after 0.3s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:45.765783] [INFO ] [sig ] [1730/2211] Forecasting S... [2025-10-09T00:07:45.765855] [INFO ] [sig ] Generating forecast for: S [2025-10-09T00:07:45.765929] [DEBUG] [REMOTE ] Fetching historical data for symbol 'S' from 'https://tdm.silogroup.org/data/derivative_storage/S.csv'. [2025-10-09T00:07:45.776424] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'S'. [2025-10-09T00:07:45.776792] [INFO ] [FORECASTER] Starting predict_future for S [2025-10-09T00:07:45.802375] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:45.803217] [DEBUG] [LOCAL ] No optimal features file found for S: ./output/feature-sets/S.txt [2025-10-09T00:07:45.803296] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:45.803367] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:45.803434] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:45.803531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:45.821625] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:45.822276] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:45.822382] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:45.822453] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:45.859500] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:45.859619] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:45.859697] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:45.859754] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:45.863187] [DEBUG] [FORECASTER] S: Forecast T+1@11:T+2@11: UP (p=87.82%) [2025-10-09T00:07:45.863482] [INFO ] [FORECASTER] Completed predict_future for S [2025-10-09T00:07:45.863625] [INFO ] [sig ] S: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:46.011875] [INFO ] [LOCAL ] Saved forecast: S 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/S.txt [2025-10-09T00:07:46.012198] [WARN ] [sig ] [1730/2211] Failed S after 0.2s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:46.012281] [INFO ] [sig ] [1731/2211] Forecasting SA... [2025-10-09T00:07:46.012354] [INFO ] [sig ] Generating forecast for: SA [2025-10-09T00:07:46.012428] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SA' from 'https://tdm.silogroup.org/data/derivative_storage/SA.csv'. [2025-10-09T00:07:46.023477] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SA'. [2025-10-09T00:07:46.023885] [INFO ] [FORECASTER] Starting predict_future for SA [2025-10-09T00:07:46.052578] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:46.053411] [DEBUG] [LOCAL ] No optimal features file found for SA: ./output/feature-sets/SA.txt [2025-10-09T00:07:46.053492] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:46.053565] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:46.053636] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:46.053761] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:46.071798] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:46.072459] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:46.072568] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:46.072639] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:46.114317] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:46.114532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:46.114590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:46.114628] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:46.118802] [DEBUG] [FORECASTER] SA: Forecast T+1@11:T+2@11: DOWN (p=7.66%) [2025-10-09T00:07:46.119121] [INFO ] [FORECASTER] Completed predict_future for SA [2025-10-09T00:07:46.119306] [INFO ] [sig ] SA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:46.263751] [INFO ] [LOCAL ] Saved forecast: SA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SA.txt [2025-10-09T00:07:46.264009] [WARN ] [sig ] [1731/2211] Failed SA after 0.3s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:46.264085] [INFO ] [sig ] [1732/2211] Forecasting SABA... [2025-10-09T00:07:46.264158] [INFO ] [sig ] Generating forecast for: SABA [2025-10-09T00:07:46.264239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SABA' from 'https://tdm.silogroup.org/data/derivative_storage/SABA.csv'. [2025-10-09T00:07:46.273832] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SABA'. [2025-10-09T00:07:46.274136] [INFO ] [FORECASTER] Starting predict_future for SABA [2025-10-09T00:07:46.299307] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:46.300105] [DEBUG] [LOCAL ] No optimal features file found for SABA: ./output/feature-sets/SABA.txt [2025-10-09T00:07:46.300183] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:46.300255] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:46.300322] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:46.300429] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:46.318563] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:46.319225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:46.319366] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:46.319449] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:46.346132] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:46.346254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:46.346296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:46.346329] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:46.349667] [DEBUG] [FORECASTER] SABA: Forecast T+1@11:T+2@11: DOWN (p=21.79%) [2025-10-09T00:07:46.349960] [INFO ] [FORECASTER] Completed predict_future for SABA [2025-10-09T00:07:46.350092] [INFO ] [sig ] SABA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:46.496153] [INFO ] [LOCAL ] Saved forecast: SABA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SABA.txt [2025-10-09T00:07:46.496455] [WARN ] [sig ] [1732/2211] Failed SABA after 0.2s | 5.34 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:46.496542] [INFO ] [sig ] [1733/2211] Forecasting SAFE... [2025-10-09T00:07:46.496612] [INFO ] [sig ] Generating forecast for: SAFE [2025-10-09T00:07:46.496706] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAFE' from 'https://tdm.silogroup.org/data/derivative_storage/SAFE.csv'. [2025-10-09T00:07:46.507713] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SAFE'. [2025-10-09T00:07:46.508005] [INFO ] [FORECASTER] Starting predict_future for SAFE [2025-10-09T00:07:46.533820] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:46.534611] [DEBUG] [LOCAL ] No optimal features file found for SAFE: ./output/feature-sets/SAFE.txt [2025-10-09T00:07:46.534710] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:46.534782] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:46.534851] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:46.534949] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:46.553125] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:46.553760] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:46.553864] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:46.553935] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:46.590969] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:46.591062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:46.591104] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:46.591139] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:46.594272] [DEBUG] [FORECASTER] SAFE: Forecast T+1@11:T+2@11: DOWN (p=2.21%) [2025-10-09T00:07:46.594552] [INFO ] [FORECASTER] Completed predict_future for SAFE [2025-10-09T00:07:46.594728] [INFO ] [sig ] SAFE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:46.737054] [INFO ] [LOCAL ] Saved forecast: SAFE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SAFE.txt [2025-10-09T00:07:46.737318] [WARN ] [sig ] [1733/2211] Failed SAFE after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:46.737396] [INFO ] [sig ] [1734/2211] Forecasting SAH... [2025-10-09T00:07:46.737464] [INFO ] [sig ] Generating forecast for: SAH [2025-10-09T00:07:46.737534] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAH' from 'https://tdm.silogroup.org/data/derivative_storage/SAH.csv'. [2025-10-09T00:07:46.747428] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SAH'. [2025-10-09T00:07:46.747740] [INFO ] [FORECASTER] Starting predict_future for SAH [2025-10-09T00:07:46.773138] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:46.773899] [DEBUG] [LOCAL ] No optimal features file found for SAH: ./output/feature-sets/SAH.txt [2025-10-09T00:07:46.773976] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:46.774046] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:46.774114] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:46.774211] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:46.792104] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:46.792698] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:46.792800] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:46.792867] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:46.826389] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:46.826493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:46.826534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:46.826583] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:46.829887] [DEBUG] [FORECASTER] SAH: Forecast T+1@11:T+2@11: UP (p=78.61%) [2025-10-09T00:07:46.830161] [INFO ] [FORECASTER] Completed predict_future for SAH [2025-10-09T00:07:46.830297] [INFO ] [sig ] SAH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:46.976124] [INFO ] [LOCAL ] Saved forecast: SAH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SAH.txt [2025-10-09T00:07:46.976352] [WARN ] [sig ] [1734/2211] Failed SAH after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:46.976429] [INFO ] [sig ] [1735/2211] Forecasting SAM... [2025-10-09T00:07:46.976503] [INFO ] [sig ] Generating forecast for: SAM [2025-10-09T00:07:46.976572] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAM' from 'https://tdm.silogroup.org/data/derivative_storage/SAM.csv'. [2025-10-09T00:07:46.986068] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SAM'. [2025-10-09T00:07:46.986349] [INFO ] [FORECASTER] Starting predict_future for SAM [2025-10-09T00:07:47.011544] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:47.012329] [DEBUG] [LOCAL ] No optimal features file found for SAM: ./output/feature-sets/SAM.txt [2025-10-09T00:07:47.012406] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:47.012477] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:47.012545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:47.012665] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:47.030382] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:47.031021] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:47.031123] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:47.031194] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:47.069493] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:47.069602] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:47.069665] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:47.069731] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:47.072883] [DEBUG] [FORECASTER] SAM: Forecast T+1@11:T+2@11: DOWN (p=26.61%) [2025-10-09T00:07:47.073153] [INFO ] [FORECASTER] Completed predict_future for SAM [2025-10-09T00:07:47.073293] [INFO ] [sig ] SAM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:47.213296] [INFO ] [LOCAL ] Saved forecast: SAM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SAM.txt [2025-10-09T00:07:47.213522] [WARN ] [sig ] [1735/2211] Failed SAM after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:47.213599] [INFO ] [sig ] [1736/2211] Forecasting SAN... [2025-10-09T00:07:47.213691] [INFO ] [sig ] Generating forecast for: SAN [2025-10-09T00:07:47.213763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAN' from 'https://tdm.silogroup.org/data/derivative_storage/SAN.csv'. [2025-10-09T00:07:47.223731] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SAN'. [2025-10-09T00:07:47.224014] [INFO ] [FORECASTER] Starting predict_future for SAN [2025-10-09T00:07:47.249442] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:47.250199] [DEBUG] [LOCAL ] No optimal features file found for SAN: ./output/feature-sets/SAN.txt [2025-10-09T00:07:47.250275] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:47.250345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:47.250412] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:47.250491] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:47.267675] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:47.268237] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:47.268338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:47.268406] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:47.305349] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:47.305436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:47.305475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:47.305507] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:47.308578] [DEBUG] [FORECASTER] SAN: Forecast T+1@11:T+2@11: UP (p=96.10%) [2025-10-09T00:07:47.308878] [INFO ] [FORECASTER] Completed predict_future for SAN [2025-10-09T00:07:47.309025] [INFO ] [sig ] SAN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:47.453276] [INFO ] [LOCAL ] Saved forecast: SAN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SAN.txt [2025-10-09T00:07:47.453579] [WARN ] [sig ] [1736/2211] Failed SAN after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:47.453682] [INFO ] [sig ] [1737/2211] Forecasting SAND... [2025-10-09T00:07:47.453753] [INFO ] [sig ] Generating forecast for: SAND [2025-10-09T00:07:47.453798] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAND' from 'https://tdm.silogroup.org/data/derivative_storage/SAND.csv'. [2025-10-09T00:07:47.464495] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SAND'. [2025-10-09T00:07:47.464915] [INFO ] [FORECASTER] Starting predict_future for SAND [2025-10-09T00:07:47.490716] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:47.491516] [DEBUG] [LOCAL ] No optimal features file found for SAND: ./output/feature-sets/SAND.txt [2025-10-09T00:07:47.491593] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:47.491688] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:47.491757] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:47.491854] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:47.509386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:47.510029] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:47.510140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:47.510213] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:47.545980] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:47.546106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:47.546147] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:47.546181] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:47.549418] [DEBUG] [FORECASTER] SAND: Forecast T+1@11:T+2@11: UP (p=72.67%) [2025-10-09T00:07:47.549749] [INFO ] [FORECASTER] Completed predict_future for SAND [2025-10-09T00:07:47.549902] [INFO ] [sig ] SAND: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:47.692135] [INFO ] [LOCAL ] Saved forecast: SAND 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SAND.txt [2025-10-09T00:07:47.692506] [WARN ] [sig ] [1737/2211] Failed SAND after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:47.692590] [INFO ] [sig ] [1738/2211] Forecasting SAP... [2025-10-09T00:07:47.692686] [INFO ] [sig ] Generating forecast for: SAP [2025-10-09T00:07:47.692759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAP' from 'https://tdm.silogroup.org/data/derivative_storage/SAP.csv'. [2025-10-09T00:07:47.703138] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SAP'. [2025-10-09T00:07:47.703551] [INFO ] [FORECASTER] Starting predict_future for SAP [2025-10-09T00:07:47.731098] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:47.732005] [DEBUG] [LOCAL ] No optimal features file found for SAP: ./output/feature-sets/SAP.txt [2025-10-09T00:07:47.732087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:47.732159] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:47.732228] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:47.732347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:47.751244] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:47.751896] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:47.752017] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:47.752093] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:47.789211] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:47.789437] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:47.789492] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:47.789527] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:47.793438] [DEBUG] [FORECASTER] SAP: Forecast T+1@11:T+2@11: DOWN (p=12.91%) [2025-10-09T00:07:47.793845] [INFO ] [FORECASTER] Completed predict_future for SAP [2025-10-09T00:07:47.794006] [INFO ] [sig ] SAP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:47.938913] [INFO ] [LOCAL ] Saved forecast: SAP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SAP.txt [2025-10-09T00:07:47.939180] [WARN ] [sig ] [1738/2211] Failed SAP after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:47.939278] [INFO ] [sig ] [1739/2211] Forecasting SAR... [2025-10-09T00:07:47.939350] [INFO ] [sig ] Generating forecast for: SAR [2025-10-09T00:07:47.939421] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAR' from 'https://tdm.silogroup.org/data/derivative_storage/SAR.csv'. [2025-10-09T00:07:47.948910] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SAR'. [2025-10-09T00:07:47.949283] [INFO ] [FORECASTER] Starting predict_future for SAR [2025-10-09T00:07:47.974846] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:47.975575] [DEBUG] [LOCAL ] No optimal features file found for SAR: ./output/feature-sets/SAR.txt [2025-10-09T00:07:47.975676] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:47.975749] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:47.975817] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:47.975911] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:47.993840] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:47.994420] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:47.994522] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:47.994591] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:48.031261] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:48.031376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:48.031416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:48.031450] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:48.034783] [DEBUG] [FORECASTER] SAR: Forecast T+1@11:T+2@11: UP (p=69.63%) [2025-10-09T00:07:48.035065] [INFO ] [FORECASTER] Completed predict_future for SAR [2025-10-09T00:07:48.035206] [INFO ] [sig ] SAR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:48.176614] [INFO ] [LOCAL ] Saved forecast: SAR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SAR.txt [2025-10-09T00:07:48.176876] [WARN ] [sig ] [1739/2211] Failed SAR after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:48.176960] [INFO ] [sig ] [1740/2211] Forecasting SARO... [2025-10-09T00:07:48.177030] [INFO ] [sig ] Generating forecast for: SARO [2025-10-09T00:07:48.177097] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SARO' from 'https://tdm.silogroup.org/data/derivative_storage/SARO.csv'. [2025-10-09T00:07:48.182178] [WARN ] [REMOTE ] Historical data not found for symbol 'SARO' (404). [2025-10-09T00:07:48.182359] [FATAL] [sig ] SARO: No historical data fetched. [2025-10-09T00:07:48.182445] [WARN ] [sig ] [1740/2211] Failed SARO after 0.0s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:48.182517] [INFO ] [sig ] [1741/2211] Forecasting SB... [2025-10-09T00:07:48.182587] [INFO ] [sig ] Generating forecast for: SB [2025-10-09T00:07:48.182685] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SB' from 'https://tdm.silogroup.org/data/derivative_storage/SB.csv'. [2025-10-09T00:07:48.191552] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SB'. [2025-10-09T00:07:48.191904] [INFO ] [FORECASTER] Starting predict_future for SB [2025-10-09T00:07:48.217136] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:48.217977] [DEBUG] [LOCAL ] No optimal features file found for SB: ./output/feature-sets/SB.txt [2025-10-09T00:07:48.218054] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:48.218126] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:48.218194] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:48.218271] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:48.235608] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:48.236195] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:48.236297] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:48.236345] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:48.270375] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:48.270473] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:48.270522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:48.270562] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:48.273749] [DEBUG] [FORECASTER] SB: Forecast T+1@11:T+2@11: UP (p=99.72%) [2025-10-09T00:07:48.274026] [INFO ] [FORECASTER] Completed predict_future for SB [2025-10-09T00:07:48.274160] [INFO ] [sig ] SB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:48.414917] [INFO ] [LOCAL ] Saved forecast: SB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SB.txt [2025-10-09T00:07:48.415152] [WARN ] [sig ] [1741/2211] Failed SB after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:48.415230] [INFO ] [sig ] [1742/2211] Forecasting SBH... [2025-10-09T00:07:48.415281] [INFO ] [sig ] Generating forecast for: SBH [2025-10-09T00:07:48.415324] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBH' from 'https://tdm.silogroup.org/data/derivative_storage/SBH.csv'. [2025-10-09T00:07:48.425690] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SBH'. [2025-10-09T00:07:48.426039] [INFO ] [FORECASTER] Starting predict_future for SBH [2025-10-09T00:07:48.451430] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:48.452248] [DEBUG] [LOCAL ] No optimal features file found for SBH: ./output/feature-sets/SBH.txt [2025-10-09T00:07:48.452328] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:48.452399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:48.452466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:48.452563] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:48.470235] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:48.470886] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:48.470989] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:48.471058] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:48.509525] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:48.509661] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:48.509731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:48.509769] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:48.512971] [DEBUG] [FORECASTER] SBH: Forecast T+1@11:T+2@11: UP (p=98.29%) [2025-10-09T00:07:48.513248] [INFO ] [FORECASTER] Completed predict_future for SBH [2025-10-09T00:07:48.513382] [INFO ] [sig ] SBH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:48.653700] [INFO ] [LOCAL ] Saved forecast: SBH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SBH.txt [2025-10-09T00:07:48.653934] [WARN ] [sig ] [1742/2211] Failed SBH after 0.2s | 5.33 sym/s | Total: 5.4m | ETA: 1.5m [2025-10-09T00:07:48.654010] [INFO ] [sig ] [1743/2211] Forecasting SBI... [2025-10-09T00:07:48.654079] [INFO ] [sig ] Generating forecast for: SBI [2025-10-09T00:07:48.654147] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBI' from 'https://tdm.silogroup.org/data/derivative_storage/SBI.csv'. [2025-10-09T00:07:48.663921] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SBI'. [2025-10-09T00:07:48.664217] [INFO ] [FORECASTER] Starting predict_future for SBI [2025-10-09T00:07:48.690123] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:48.691028] [DEBUG] [LOCAL ] No optimal features file found for SBI: ./output/feature-sets/SBI.txt [2025-10-09T00:07:48.691105] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:48.691176] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:48.691244] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:48.691341] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:48.709172] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:48.709905] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:48.710010] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:48.710078] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:48.745589] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:48.745828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:48.745885] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:48.745920] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:48.749565] [DEBUG] [FORECASTER] SBI: Forecast T+1@11:T+2@11: UP (p=74.29%) [2025-10-09T00:07:48.749895] [INFO ] [FORECASTER] Completed predict_future for SBI [2025-10-09T00:07:48.750053] [INFO ] [sig ] SBI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:48.890770] [INFO ] [LOCAL ] Saved forecast: SBI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SBI.txt [2025-10-09T00:07:48.891011] [WARN ] [sig ] [1743/2211] Failed SBI after 0.2s | 5.33 sym/s | Total: 5.5m | ETA: 1.5m [2025-10-09T00:07:48.891088] [INFO ] [sig ] [1744/2211] Forecasting SBR... [2025-10-09T00:07:48.891156] [INFO ] [sig ] Generating forecast for: SBR [2025-10-09T00:07:48.891225] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBR' from 'https://tdm.silogroup.org/data/derivative_storage/SBR.csv'. [2025-10-09T00:07:48.901105] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SBR'. [2025-10-09T00:07:48.901417] [INFO ] [FORECASTER] Starting predict_future for SBR [2025-10-09T00:07:48.926915] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:48.927742] [DEBUG] [LOCAL ] No optimal features file found for SBR: ./output/feature-sets/SBR.txt [2025-10-09T00:07:48.927818] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:48.927889] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:48.927956] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:48.928053] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:48.945589] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:48.946175] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:48.946276] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:48.946344] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:48.983900] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:48.984005] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:48.984045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:48.984078] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:48.987195] [DEBUG] [FORECASTER] SBR: Forecast T+1@11:T+2@11: DOWN (p=17.66%) [2025-10-09T00:07:48.987469] [INFO ] [FORECASTER] Completed predict_future for SBR [2025-10-09T00:07:48.987609] [INFO ] [sig ] SBR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:49.128257] [INFO ] [LOCAL ] Saved forecast: SBR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SBR.txt [2025-10-09T00:07:49.128483] [WARN ] [sig ] [1744/2211] Failed SBR after 0.2s | 5.33 sym/s | Total: 5.5m | ETA: 1.5m [2025-10-09T00:07:49.128564] [INFO ] [sig ] [1745/2211] Forecasting SBS... [2025-10-09T00:07:49.128633] [INFO ] [sig ] Generating forecast for: SBS [2025-10-09T00:07:49.128772] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBS' from 'https://tdm.silogroup.org/data/derivative_storage/SBS.csv'. [2025-10-09T00:07:49.138838] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SBS'. [2025-10-09T00:07:49.139139] [INFO ] [FORECASTER] Starting predict_future for SBS [2025-10-09T00:07:49.164402] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:49.165204] [DEBUG] [LOCAL ] No optimal features file found for SBS: ./output/feature-sets/SBS.txt [2025-10-09T00:07:49.165281] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:49.165352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:49.165429] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:49.165504] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:49.183116] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:49.183722] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:49.183825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:49.183897] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:49.222363] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:49.222474] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:49.222515] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:49.222548] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:49.225763] [DEBUG] [FORECASTER] SBS: Forecast T+1@11:T+2@11: DOWN (p=36.05%) [2025-10-09T00:07:49.226065] [INFO ] [FORECASTER] Completed predict_future for SBS [2025-10-09T00:07:49.226233] [INFO ] [sig ] SBS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:49.369778] [INFO ] [LOCAL ] Saved forecast: SBS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SBS.txt [2025-10-09T00:07:49.370032] [WARN ] [sig ] [1745/2211] Failed SBS after 0.2s | 5.33 sym/s | Total: 5.5m | ETA: 1.5m [2025-10-09T00:07:49.370118] [INFO ] [sig ] [1746/2211] Forecasting SBSI... [2025-10-09T00:07:49.370186] [INFO ] [sig ] Generating forecast for: SBSI [2025-10-09T00:07:49.370252] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBSI' from 'https://tdm.silogroup.org/data/derivative_storage/SBSI.csv'. [2025-10-09T00:07:49.380232] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SBSI'. [2025-10-09T00:07:49.380533] [INFO ] [FORECASTER] Starting predict_future for SBSI [2025-10-09T00:07:49.405687] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:49.406421] [DEBUG] [LOCAL ] No optimal features file found for SBSI: ./output/feature-sets/SBSI.txt [2025-10-09T00:07:49.406498] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:49.406574] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:49.406671] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:49.406769] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:49.424550] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:49.425150] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:49.425254] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:49.425323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:49.460771] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:49.460882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:49.460925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:49.460958] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:49.464170] [DEBUG] [FORECASTER] SBSI: Forecast T+1@11:T+2@11: UP (p=90.24%) [2025-10-09T00:07:49.464457] [INFO ] [FORECASTER] Completed predict_future for SBSI [2025-10-09T00:07:49.464591] [INFO ] [sig ] SBSI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:49.605427] [INFO ] [LOCAL ] Saved forecast: SBSI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SBSI.txt [2025-10-09T00:07:49.605700] [WARN ] [sig ] [1746/2211] Failed SBSI after 0.2s | 5.33 sym/s | Total: 5.5m | ETA: 1.5m [2025-10-09T00:07:49.605780] [INFO ] [sig ] [1747/2211] Forecasting SBSW... [2025-10-09T00:07:49.605850] [INFO ] [sig ] Generating forecast for: SBSW [2025-10-09T00:07:49.605920] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBSW' from 'https://tdm.silogroup.org/data/derivative_storage/SBSW.csv'. [2025-10-09T00:07:49.616156] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SBSW'. [2025-10-09T00:07:49.616480] [INFO ] [FORECASTER] Starting predict_future for SBSW [2025-10-09T00:07:49.641759] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:49.642510] [DEBUG] [LOCAL ] No optimal features file found for SBSW: ./output/feature-sets/SBSW.txt [2025-10-09T00:07:49.642588] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:49.642683] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:49.642752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:49.642864] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:49.660488] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:49.661101] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:49.661204] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:49.661288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:49.698931] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:49.699029] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:49.699069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:49.699116] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:49.702316] [DEBUG] [FORECASTER] SBSW: Forecast T+1@11:T+2@11: UP (p=98.25%) [2025-10-09T00:07:49.702599] [INFO ] [FORECASTER] Completed predict_future for SBSW [2025-10-09T00:07:49.702771] [INFO ] [sig ] SBSW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:49.844341] [INFO ] [LOCAL ] Saved forecast: SBSW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SBSW.txt [2025-10-09T00:07:49.844618] [WARN ] [sig ] [1747/2211] Failed SBSW after 0.2s | 5.33 sym/s | Total: 5.5m | ETA: 1.5m [2025-10-09T00:07:49.844745] [INFO ] [sig ] [1748/2211] Forecasting SCCO... [2025-10-09T00:07:49.844829] [INFO ] [sig ] Generating forecast for: SCCO [2025-10-09T00:07:49.844915] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCCO' from 'https://tdm.silogroup.org/data/derivative_storage/SCCO.csv'. [2025-10-09T00:07:49.854925] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SCCO'. [2025-10-09T00:07:49.855319] [INFO ] [FORECASTER] Starting predict_future for SCCO [2025-10-09T00:07:49.881340] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:49.882190] [DEBUG] [LOCAL ] No optimal features file found for SCCO: ./output/feature-sets/SCCO.txt [2025-10-09T00:07:49.882269] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:49.882343] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:49.882412] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:49.882577] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:49.901050] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:49.901704] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:49.901809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:49.901895] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:49.940755] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:49.940910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:49.940955] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:49.940990] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:49.944480] [DEBUG] [FORECASTER] SCCO: Forecast T+1@11:T+2@11: UP (p=71.86%) [2025-10-09T00:07:49.944825] [INFO ] [FORECASTER] Completed predict_future for SCCO [2025-10-09T00:07:49.945012] [INFO ] [sig ] SCCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:50.090873] [INFO ] [LOCAL ] Saved forecast: SCCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SCCO.txt [2025-10-09T00:07:50.091140] [WARN ] [sig ] [1748/2211] Failed SCCO after 0.2s | 5.33 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:50.091242] [INFO ] [sig ] [1749/2211] Forecasting SCD... [2025-10-09T00:07:50.091327] [INFO ] [sig ] Generating forecast for: SCD [2025-10-09T00:07:50.091414] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCD' from 'https://tdm.silogroup.org/data/derivative_storage/SCD.csv'. [2025-10-09T00:07:50.101850] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SCD'. [2025-10-09T00:07:50.102222] [INFO ] [FORECASTER] Starting predict_future for SCD [2025-10-09T00:07:50.127581] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:50.128364] [DEBUG] [LOCAL ] No optimal features file found for SCD: ./output/feature-sets/SCD.txt [2025-10-09T00:07:50.128443] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:50.128516] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:50.128584] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:50.128708] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:50.146328] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:50.146971] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:50.147078] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:50.147148] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:50.191470] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:50.191629] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:50.191721] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:50.191772] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:50.195308] [DEBUG] [FORECASTER] SCD: Forecast T+1@11:T+2@11: UP (p=96.12%) [2025-10-09T00:07:50.195685] [INFO ] [FORECASTER] Completed predict_future for SCD [2025-10-09T00:07:50.195859] [INFO ] [sig ] SCD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:50.338989] [INFO ] [LOCAL ] Saved forecast: SCD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SCD.txt [2025-10-09T00:07:50.339277] [WARN ] [sig ] [1749/2211] Failed SCD after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:50.339363] [INFO ] [sig ] [1750/2211] Forecasting SCHW... [2025-10-09T00:07:50.339435] [INFO ] [sig ] Generating forecast for: SCHW [2025-10-09T00:07:50.339508] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCHW' from 'https://tdm.silogroup.org/data/derivative_storage/SCHW.csv'. [2025-10-09T00:07:50.350410] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SCHW'. [2025-10-09T00:07:50.350751] [INFO ] [FORECASTER] Starting predict_future for SCHW [2025-10-09T00:07:50.376919] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:50.377720] [DEBUG] [LOCAL ] No optimal features file found for SCHW: ./output/feature-sets/SCHW.txt [2025-10-09T00:07:50.377802] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:50.377878] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:50.377949] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:50.378052] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:50.396058] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:50.396665] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:50.396773] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:50.396846] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:50.441373] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:50.441492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:50.441534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:50.441568] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:50.445001] [DEBUG] [FORECASTER] SCHW: Forecast T+1@11:T+2@11: UP (p=60.37%) [2025-10-09T00:07:50.445290] [INFO ] [FORECASTER] Completed predict_future for SCHW [2025-10-09T00:07:50.445446] [INFO ] [sig ] SCHW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:50.586154] [INFO ] [LOCAL ] Saved forecast: SCHW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SCHW.txt [2025-10-09T00:07:50.586446] [WARN ] [sig ] [1750/2211] Failed SCHW after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:50.586528] [INFO ] [sig ] [1751/2211] Forecasting SCI... [2025-10-09T00:07:50.586581] [INFO ] [sig ] Generating forecast for: SCI [2025-10-09T00:07:50.586628] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCI' from 'https://tdm.silogroup.org/data/derivative_storage/SCI.csv'. [2025-10-09T00:07:50.598095] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SCI'. [2025-10-09T00:07:50.598588] [INFO ] [FORECASTER] Starting predict_future for SCI [2025-10-09T00:07:50.624374] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:50.625200] [DEBUG] [LOCAL ] No optimal features file found for SCI: ./output/feature-sets/SCI.txt [2025-10-09T00:07:50.625277] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:50.625360] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:50.625440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:50.625549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:50.642850] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:50.643450] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:50.643563] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:50.643668] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:50.676239] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:50.676420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:50.676467] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:50.676501] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:50.680099] [DEBUG] [FORECASTER] SCI: Forecast T+1@11:T+2@11: DOWN (p=28.80%) [2025-10-09T00:07:50.680402] [INFO ] [FORECASTER] Completed predict_future for SCI [2025-10-09T00:07:50.680551] [INFO ] [sig ] SCI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:50.821233] [INFO ] [LOCAL ] Saved forecast: SCI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SCI.txt [2025-10-09T00:07:50.821582] [WARN ] [sig ] [1751/2211] Failed SCI after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:50.821693] [INFO ] [sig ] [1752/2211] Forecasting SCL... [2025-10-09T00:07:50.821774] [INFO ] [sig ] Generating forecast for: SCL [2025-10-09T00:07:50.821855] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCL' from 'https://tdm.silogroup.org/data/derivative_storage/SCL.csv'. [2025-10-09T00:07:50.833759] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SCL'. [2025-10-09T00:07:50.834230] [INFO ] [FORECASTER] Starting predict_future for SCL [2025-10-09T00:07:50.860451] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:50.861374] [DEBUG] [LOCAL ] No optimal features file found for SCL: ./output/feature-sets/SCL.txt [2025-10-09T00:07:50.861454] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:50.861526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:50.861595] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:50.861753] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:50.879467] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:50.880131] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:50.880237] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:50.880322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:50.919846] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:50.919957] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:50.920013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:50.920048] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:50.923435] [DEBUG] [FORECASTER] SCL: Forecast T+1@11:T+2@11: UP (p=88.72%) [2025-10-09T00:07:50.923760] [INFO ] [FORECASTER] Completed predict_future for SCL [2025-10-09T00:07:50.923922] [INFO ] [sig ] SCL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:51.067460] [INFO ] [LOCAL ] Saved forecast: SCL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SCL.txt [2025-10-09T00:07:51.067741] [WARN ] [sig ] [1752/2211] Failed SCL after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:51.067830] [INFO ] [sig ] [1753/2211] Forecasting SCM... [2025-10-09T00:07:51.067900] [INFO ] [sig ] Generating forecast for: SCM [2025-10-09T00:07:51.067972] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCM' from 'https://tdm.silogroup.org/data/derivative_storage/SCM.csv'. [2025-10-09T00:07:51.077978] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SCM'. [2025-10-09T00:07:51.078295] [INFO ] [FORECASTER] Starting predict_future for SCM [2025-10-09T00:07:51.103432] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:51.104189] [DEBUG] [LOCAL ] No optimal features file found for SCM: ./output/feature-sets/SCM.txt [2025-10-09T00:07:51.104266] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:51.104337] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:51.104405] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:51.104504] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:51.121729] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:51.122299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:51.122404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:51.122473] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:51.156086] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:51.156179] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:51.156223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:51.156256] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:51.159389] [DEBUG] [FORECASTER] SCM: Forecast T+1@11:T+2@11: UP (p=51.63%) [2025-10-09T00:07:51.159685] [INFO ] [FORECASTER] Completed predict_future for SCM [2025-10-09T00:07:51.159838] [INFO ] [sig ] SCM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:51.299590] [INFO ] [LOCAL ] Saved forecast: SCM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SCM.txt [2025-10-09T00:07:51.299869] [WARN ] [sig ] [1753/2211] Failed SCM after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:51.299946] [INFO ] [sig ] [1754/2211] Forecasting SCS... [2025-10-09T00:07:51.300016] [INFO ] [sig ] Generating forecast for: SCS [2025-10-09T00:07:51.300087] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCS' from 'https://tdm.silogroup.org/data/derivative_storage/SCS.csv'. [2025-10-09T00:07:51.310146] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SCS'. [2025-10-09T00:07:51.310460] [INFO ] [FORECASTER] Starting predict_future for SCS [2025-10-09T00:07:51.335622] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:51.336439] [DEBUG] [LOCAL ] No optimal features file found for SCS: ./output/feature-sets/SCS.txt [2025-10-09T00:07:51.336518] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:51.336606] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:51.336710] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:51.336830] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:51.354147] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:51.354789] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:51.354893] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:51.354977] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:51.388794] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:51.388886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:51.388926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:51.388974] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:51.392129] [DEBUG] [FORECASTER] SCS: Forecast T+1@11:T+2@11: UP (p=71.67%) [2025-10-09T00:07:51.392403] [INFO ] [FORECASTER] Completed predict_future for SCS [2025-10-09T00:07:51.392532] [INFO ] [sig ] SCS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:51.531703] [INFO ] [LOCAL ] Saved forecast: SCS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SCS.txt [2025-10-09T00:07:51.531946] [WARN ] [sig ] [1754/2211] Failed SCS after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:51.532022] [INFO ] [sig ] [1755/2211] Forecasting SD... [2025-10-09T00:07:51.532090] [INFO ] [sig ] Generating forecast for: SD [2025-10-09T00:07:51.532157] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SD' from 'https://tdm.silogroup.org/data/derivative_storage/SD.csv'. [2025-10-09T00:07:51.536674] [WARN ] [REMOTE ] Historical data not found for symbol 'SD' (404). [2025-10-09T00:07:51.536857] [FATAL] [sig ] SD: No historical data fetched. [2025-10-09T00:07:51.536946] [WARN ] [sig ] [1755/2211] Failed SD after 0.0s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:51.537013] [INFO ] [sig ] [1756/2211] Forecasting SDHC... [2025-10-09T00:07:51.537079] [INFO ] [sig ] Generating forecast for: SDHC [2025-10-09T00:07:51.537145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SDHC' from 'https://tdm.silogroup.org/data/derivative_storage/SDHC.csv'. [2025-10-09T00:07:51.546431] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SDHC'. [2025-10-09T00:07:51.546754] [INFO ] [FORECASTER] Starting predict_future for SDHC [2025-10-09T00:07:51.572551] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:51.573417] [DEBUG] [LOCAL ] No optimal features file found for SDHC: ./output/feature-sets/SDHC.txt [2025-10-09T00:07:51.573495] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:51.573568] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:51.573638] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:51.573760] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:51.592076] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:51.592792] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:51.592900] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:51.592971] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:51.639148] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:51.639374] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:51.639434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:51.639471] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:51.643408] [DEBUG] [FORECASTER] SDHC: Forecast T+1@11:T+2@11: DOWN (p=8.77%) [2025-10-09T00:07:51.643755] [INFO ] [FORECASTER] Completed predict_future for SDHC [2025-10-09T00:07:51.643915] [INFO ] [sig ] SDHC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:51.795031] [INFO ] [LOCAL ] Saved forecast: SDHC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SDHC.txt [2025-10-09T00:07:51.795326] [WARN ] [sig ] [1756/2211] Failed SDHC after 0.3s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:51.795410] [INFO ] [sig ] [1757/2211] Forecasting SDHY... [2025-10-09T00:07:51.795480] [INFO ] [sig ] Generating forecast for: SDHY [2025-10-09T00:07:51.795530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SDHY' from 'https://tdm.silogroup.org/data/derivative_storage/SDHY.csv'. [2025-10-09T00:07:51.806452] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SDHY'. [2025-10-09T00:07:51.806842] [INFO ] [FORECASTER] Starting predict_future for SDHY [2025-10-09T00:07:51.835014] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:51.835951] [DEBUG] [LOCAL ] No optimal features file found for SDHY: ./output/feature-sets/SDHY.txt [2025-10-09T00:07:51.836034] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:51.836107] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:51.836176] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:51.836277] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:51.854798] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:51.855771] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:51.855892] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:51.855963] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:51.890487] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:51.890755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:51.890856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:51.890921] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:51.894716] [DEBUG] [FORECASTER] SDHY: Forecast T+1@11:T+2@11: UP (p=79.55%) [2025-10-09T00:07:51.895029] [INFO ] [FORECASTER] Completed predict_future for SDHY [2025-10-09T00:07:51.895172] [INFO ] [sig ] SDHY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:52.043347] [INFO ] [LOCAL ] Saved forecast: SDHY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SDHY.txt [2025-10-09T00:07:52.043622] [WARN ] [sig ] [1757/2211] Failed SDHY after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:52.043730] [INFO ] [sig ] [1758/2211] Forecasting SDRL... [2025-10-09T00:07:52.043797] [INFO ] [sig ] Generating forecast for: SDRL [2025-10-09T00:07:52.043859] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SDRL' from 'https://tdm.silogroup.org/data/derivative_storage/SDRL.csv'. [2025-10-09T00:07:52.053967] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SDRL'. [2025-10-09T00:07:52.054327] [INFO ] [FORECASTER] Starting predict_future for SDRL [2025-10-09T00:07:52.081811] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:52.082568] [DEBUG] [LOCAL ] No optimal features file found for SDRL: ./output/feature-sets/SDRL.txt [2025-10-09T00:07:52.082668] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:52.082739] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:52.082807] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:52.082905] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:52.100547] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:52.101161] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:52.101269] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:52.101340] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:52.138310] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:52.138414] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:52.138459] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:52.138495] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:52.141901] [DEBUG] [FORECASTER] SDRL: Forecast T+1@11:T+2@11: DOWN (p=32.27%) [2025-10-09T00:07:52.142179] [INFO ] [FORECASTER] Completed predict_future for SDRL [2025-10-09T00:07:52.142311] [INFO ] [sig ] SDRL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:52.290757] [INFO ] [LOCAL ] Saved forecast: SDRL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SDRL.txt [2025-10-09T00:07:52.291011] [WARN ] [sig ] [1758/2211] Failed SDRL after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:52.291098] [INFO ] [sig ] [1759/2211] Forecasting SE... [2025-10-09T00:07:52.291168] [INFO ] [sig ] Generating forecast for: SE [2025-10-09T00:07:52.291238] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SE' from 'https://tdm.silogroup.org/data/derivative_storage/SE.csv'. [2025-10-09T00:07:52.302729] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SE'. [2025-10-09T00:07:52.303076] [INFO ] [FORECASTER] Starting predict_future for SE [2025-10-09T00:07:52.329698] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:52.330478] [DEBUG] [LOCAL ] No optimal features file found for SE: ./output/feature-sets/SE.txt [2025-10-09T00:07:52.330560] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:52.330633] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:52.330726] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:52.330825] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:52.348973] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:52.349608] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:52.349733] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:52.349805] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:52.397692] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:52.397839] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:52.397887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:52.397923] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:52.401897] [DEBUG] [FORECASTER] SE: Forecast T+1@11:T+2@11: UP (p=71.39%) [2025-10-09T00:07:52.402213] [INFO ] [FORECASTER] Completed predict_future for SE [2025-10-09T00:07:52.402357] [INFO ] [sig ] SE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:52.549698] [INFO ] [LOCAL ] Saved forecast: SE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SE.txt [2025-10-09T00:07:52.549953] [WARN ] [sig ] [1759/2211] Failed SE after 0.3s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:52.550030] [INFO ] [sig ] [1760/2211] Forecasting SEE... [2025-10-09T00:07:52.550099] [INFO ] [sig ] Generating forecast for: SEE [2025-10-09T00:07:52.550169] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEE' from 'https://tdm.silogroup.org/data/derivative_storage/SEE.csv'. [2025-10-09T00:07:52.560262] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SEE'. [2025-10-09T00:07:52.560604] [INFO ] [FORECASTER] Starting predict_future for SEE [2025-10-09T00:07:52.586876] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:52.587718] [DEBUG] [LOCAL ] No optimal features file found for SEE: ./output/feature-sets/SEE.txt [2025-10-09T00:07:52.587800] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:52.587873] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:52.587943] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:52.588044] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:52.606428] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:52.607348] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:52.607466] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:52.607538] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:52.648670] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:52.648795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:52.648844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:52.648897] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:52.652325] [DEBUG] [FORECASTER] SEE: Forecast T+1@11:T+2@11: DOWN (p=38.29%) [2025-10-09T00:07:52.652634] [INFO ] [FORECASTER] Completed predict_future for SEE [2025-10-09T00:07:52.652842] [INFO ] [sig ] SEE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:52.796224] [INFO ] [LOCAL ] Saved forecast: SEE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SEE.txt [2025-10-09T00:07:52.796509] [WARN ] [sig ] [1760/2211] Failed SEE after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:52.796605] [INFO ] [sig ] [1761/2211] Forecasting SEG... [2025-10-09T00:07:52.796713] [INFO ] [sig ] Generating forecast for: SEG [2025-10-09T00:07:52.796785] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEG' from 'https://tdm.silogroup.org/data/derivative_storage/SEG.csv'. [2025-10-09T00:07:52.807236] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SEG'. [2025-10-09T00:07:52.807587] [INFO ] [FORECASTER] Starting predict_future for SEG [2025-10-09T00:07:52.832885] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:52.833721] [DEBUG] [LOCAL ] No optimal features file found for SEG: ./output/feature-sets/SEG.txt [2025-10-09T00:07:52.833799] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:52.833878] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:52.833946] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:52.834040] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:52.851439] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:52.852210] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:52.852319] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:52.852385] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:52.888579] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:52.888813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:52.888876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:52.888914] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:52.892663] [DEBUG] [FORECASTER] SEG: Forecast T+1@11:T+2@11: UP (p=59.12%) [2025-10-09T00:07:52.892993] [INFO ] [FORECASTER] Completed predict_future for SEG [2025-10-09T00:07:52.893139] [INFO ] [sig ] SEG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:53.046822] [INFO ] [LOCAL ] Saved forecast: SEG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SEG.txt [2025-10-09T00:07:53.047148] [WARN ] [sig ] [1761/2211] Failed SEG after 0.3s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:53.047224] [INFO ] [sig ] [1762/2211] Forecasting SEI... [2025-10-09T00:07:53.047295] [INFO ] [sig ] Generating forecast for: SEI [2025-10-09T00:07:53.047366] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEI' from 'https://tdm.silogroup.org/data/derivative_storage/SEI.csv'. [2025-10-09T00:07:53.057296] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SEI'. [2025-10-09T00:07:53.057627] [INFO ] [FORECASTER] Starting predict_future for SEI [2025-10-09T00:07:53.083194] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:53.084001] [DEBUG] [LOCAL ] No optimal features file found for SEI: ./output/feature-sets/SEI.txt [2025-10-09T00:07:53.084079] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:53.084150] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:53.084218] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:53.084317] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:53.101804] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:53.102438] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:53.102542] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:53.102616] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:53.137836] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:53.137948] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:53.137994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:53.138029] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:53.141271] [DEBUG] [FORECASTER] SEI: Forecast T+1@11:T+2@11: UP (p=81.18%) [2025-10-09T00:07:53.141554] [INFO ] [FORECASTER] Completed predict_future for SEI [2025-10-09T00:07:53.141718] [INFO ] [sig ] SEI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:53.281260] [INFO ] [LOCAL ] Saved forecast: SEI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SEI.txt [2025-10-09T00:07:53.281513] [WARN ] [sig ] [1762/2211] Failed SEI after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:53.281591] [INFO ] [sig ] [1763/2211] Forecasting SEM... [2025-10-09T00:07:53.281695] [INFO ] [sig ] Generating forecast for: SEM [2025-10-09T00:07:53.281767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEM' from 'https://tdm.silogroup.org/data/derivative_storage/SEM.csv'. [2025-10-09T00:07:53.292231] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SEM'. [2025-10-09T00:07:53.292562] [INFO ] [FORECASTER] Starting predict_future for SEM [2025-10-09T00:07:53.317952] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:53.318729] [DEBUG] [LOCAL ] No optimal features file found for SEM: ./output/feature-sets/SEM.txt [2025-10-09T00:07:53.318807] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:53.318877] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:53.318945] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:53.319063] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:53.336400] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:53.337028] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:53.337129] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:53.337198] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:53.372567] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:53.372688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:53.372753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:53.372789] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:53.375923] [DEBUG] [FORECASTER] SEM: Forecast T+1@11:T+2@11: DOWN (p=11.20%) [2025-10-09T00:07:53.376197] [INFO ] [FORECASTER] Completed predict_future for SEM [2025-10-09T00:07:53.376332] [INFO ] [sig ] SEM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:53.521563] [INFO ] [LOCAL ] Saved forecast: SEM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SEM.txt [2025-10-09T00:07:53.521848] [WARN ] [sig ] [1763/2211] Failed SEM after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:53.521924] [INFO ] [sig ] [1764/2211] Forecasting SEMR... [2025-10-09T00:07:53.521995] [INFO ] [sig ] Generating forecast for: SEMR [2025-10-09T00:07:53.522065] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEMR' from 'https://tdm.silogroup.org/data/derivative_storage/SEMR.csv'. [2025-10-09T00:07:53.532925] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SEMR'. [2025-10-09T00:07:53.533260] [INFO ] [FORECASTER] Starting predict_future for SEMR [2025-10-09T00:07:53.558501] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:53.559335] [DEBUG] [LOCAL ] No optimal features file found for SEMR: ./output/feature-sets/SEMR.txt [2025-10-09T00:07:53.559414] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:53.559484] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:53.559552] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:53.559673] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:53.576867] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:53.577452] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:53.577555] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:53.577625] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:53.612402] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:53.612544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:53.612589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:53.612624] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:53.615973] [DEBUG] [FORECASTER] SEMR: Forecast T+1@11:T+2@11: DOWN (p=1.59%) [2025-10-09T00:07:53.616269] [INFO ] [FORECASTER] Completed predict_future for SEMR [2025-10-09T00:07:53.616405] [INFO ] [sig ] SEMR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:53.756753] [INFO ] [LOCAL ] Saved forecast: SEMR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SEMR.txt [2025-10-09T00:07:53.757052] [WARN ] [sig ] [1764/2211] Failed SEMR after 0.2s | 5.32 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:53.757141] [INFO ] [sig ] [1765/2211] Forecasting SES... [2025-10-09T00:07:53.757218] [INFO ] [sig ] Generating forecast for: SES [2025-10-09T00:07:53.757297] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SES' from 'https://tdm.silogroup.org/data/derivative_storage/SES.csv'. [2025-10-09T00:07:53.767358] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SES'. [2025-10-09T00:07:53.767714] [INFO ] [FORECASTER] Starting predict_future for SES [2025-10-09T00:07:53.793043] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:53.793850] [DEBUG] [LOCAL ] No optimal features file found for SES: ./output/feature-sets/SES.txt [2025-10-09T00:07:53.793928] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:53.793999] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:53.794075] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:53.794179] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:53.811714] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:53.812318] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:53.812420] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:53.812497] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:53.848966] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:53.849115] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:53.849159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:53.849193] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:53.852602] [DEBUG] [FORECASTER] SES: Forecast T+1@11:T+2@11: UP (p=78.73%) [2025-10-09T00:07:53.852916] [INFO ] [FORECASTER] Completed predict_future for SES [2025-10-09T00:07:53.853059] [INFO ] [sig ] SES: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:53.994953] [INFO ] [LOCAL ] Saved forecast: SES 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SES.txt [2025-10-09T00:07:53.995269] [WARN ] [sig ] [1765/2211] Failed SES after 0.2s | 5.31 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:53.995367] [INFO ] [sig ] [1766/2211] Forecasting SF... [2025-10-09T00:07:53.995445] [INFO ] [sig ] Generating forecast for: SF [2025-10-09T00:07:53.995524] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SF' from 'https://tdm.silogroup.org/data/derivative_storage/SF.csv'. [2025-10-09T00:07:54.005807] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SF'. [2025-10-09T00:07:54.006232] [INFO ] [FORECASTER] Starting predict_future for SF [2025-10-09T00:07:54.031586] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:54.032386] [DEBUG] [LOCAL ] No optimal features file found for SF: ./output/feature-sets/SF.txt [2025-10-09T00:07:54.032464] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:54.032536] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:54.032612] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:54.032752] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:54.050080] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:54.050680] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:54.050784] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:54.050853] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:54.085182] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:54.085402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:54.085452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:54.085486] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:54.089178] [DEBUG] [FORECASTER] SF: Forecast T+1@11:T+2@11: UP (p=99.34%) [2025-10-09T00:07:54.089519] [INFO ] [FORECASTER] Completed predict_future for SF [2025-10-09T00:07:54.089707] [INFO ] [sig ] SF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:54.233377] [INFO ] [LOCAL ] Saved forecast: SF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SF.txt [2025-10-09T00:07:54.233720] [WARN ] [sig ] [1766/2211] Failed SF after 0.2s | 5.31 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:54.233802] [INFO ] [sig ] [1767/2211] Forecasting SFB... [2025-10-09T00:07:54.233872] [INFO ] [sig ] Generating forecast for: SFB [2025-10-09T00:07:54.233944] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SFB' from 'https://tdm.silogroup.org/data/derivative_storage/SFB.csv'. [2025-10-09T00:07:54.244025] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SFB'. [2025-10-09T00:07:54.244357] [INFO ] [FORECASTER] Starting predict_future for SFB [2025-10-09T00:07:54.269704] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:54.270446] [DEBUG] [LOCAL ] No optimal features file found for SFB: ./output/feature-sets/SFB.txt [2025-10-09T00:07:54.270524] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:54.270595] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:54.270686] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:54.270786] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:54.288271] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:54.288961] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:54.289071] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:54.289155] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:54.325524] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:54.325699] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:54.325764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:54.325800] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:54.329168] [DEBUG] [FORECASTER] SFB: Forecast T+1@11:T+2@11: DOWN (p=44.54%) [2025-10-09T00:07:54.329488] [INFO ] [FORECASTER] Completed predict_future for SFB [2025-10-09T00:07:54.329664] [INFO ] [sig ] SFB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:54.479805] [INFO ] [LOCAL ] Saved forecast: SFB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SFB.txt [2025-10-09T00:07:54.480094] [WARN ] [sig ] [1767/2211] Failed SFB after 0.2s | 5.31 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:54.480172] [INFO ] [sig ] [1768/2211] Forecasting SFBS... [2025-10-09T00:07:54.480242] [INFO ] [sig ] Generating forecast for: SFBS [2025-10-09T00:07:54.480313] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SFBS' from 'https://tdm.silogroup.org/data/derivative_storage/SFBS.csv'. [2025-10-09T00:07:54.490427] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SFBS'. [2025-10-09T00:07:54.490824] [INFO ] [FORECASTER] Starting predict_future for SFBS [2025-10-09T00:07:54.517550] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:54.518341] [DEBUG] [LOCAL ] No optimal features file found for SFBS: ./output/feature-sets/SFBS.txt [2025-10-09T00:07:54.518418] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:54.518493] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:54.518561] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:54.518683] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:54.536474] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:54.537184] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:54.537319] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:54.537390] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:54.572382] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:54.572525] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:54.572570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:54.572603] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:54.575992] [DEBUG] [FORECASTER] SFBS: Forecast T+1@11:T+2@11: DOWN (p=2.45%) [2025-10-09T00:07:54.576281] [INFO ] [FORECASTER] Completed predict_future for SFBS [2025-10-09T00:07:54.576430] [INFO ] [sig ] SFBS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:54.717199] [INFO ] [LOCAL ] Saved forecast: SFBS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SFBS.txt [2025-10-09T00:07:54.717490] [WARN ] [sig ] [1768/2211] Failed SFBS after 0.2s | 5.31 sym/s | Total: 5.5m | ETA: 1.4m [2025-10-09T00:07:54.717570] [INFO ] [sig ] [1769/2211] Forecasting SFL... [2025-10-09T00:07:54.717662] [INFO ] [sig ] Generating forecast for: SFL [2025-10-09T00:07:54.717744] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SFL' from 'https://tdm.silogroup.org/data/derivative_storage/SFL.csv'. [2025-10-09T00:07:54.728949] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SFL'. [2025-10-09T00:07:54.729521] [INFO ] [FORECASTER] Starting predict_future for SFL [2025-10-09T00:07:54.756198] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:54.757074] [DEBUG] [LOCAL ] No optimal features file found for SFL: ./output/feature-sets/SFL.txt [2025-10-09T00:07:54.757156] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:54.757230] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:54.757309] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:54.757422] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:54.776075] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:54.776775] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:54.776881] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:54.776953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:54.814599] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:54.814869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:54.814926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:54.814961] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:54.818681] [DEBUG] [FORECASTER] SFL: Forecast T+1@11:T+2@11: UP (p=93.62%) [2025-10-09T00:07:54.818997] [INFO ] [FORECASTER] Completed predict_future for SFL [2025-10-09T00:07:54.819143] [INFO ] [sig ] SFL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:55.036961] [INFO ] [LOCAL ] Saved forecast: SFL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SFL.txt [2025-10-09T00:07:55.037379] [WARN ] [sig ] [1769/2211] Failed SFL after 0.3s | 5.31 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:55.037460] [INFO ] [sig ] [1770/2211] Forecasting SG... [2025-10-09T00:07:55.037530] [INFO ] [sig ] Generating forecast for: SG [2025-10-09T00:07:55.037600] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SG' from 'https://tdm.silogroup.org/data/derivative_storage/SG.csv'. [2025-10-09T00:07:55.054382] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SG'. [2025-10-09T00:07:55.054895] [INFO ] [FORECASTER] Starting predict_future for SG [2025-10-09T00:07:55.080624] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:55.081399] [DEBUG] [LOCAL ] No optimal features file found for SG: ./output/feature-sets/SG.txt [2025-10-09T00:07:55.081478] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:55.081551] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:55.081620] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:55.081741] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:55.099451] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:55.100070] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:55.100176] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:55.100245] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:55.135420] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:55.135524] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:55.135566] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:55.135600] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:55.138753] [DEBUG] [FORECASTER] SG: Forecast T+1@11:T+2@11: UP (p=64.01%) [2025-10-09T00:07:55.139062] [INFO ] [FORECASTER] Completed predict_future for SG [2025-10-09T00:07:55.139207] [INFO ] [sig ] SG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:55.279724] [INFO ] [LOCAL ] Saved forecast: SG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SG.txt [2025-10-09T00:07:55.279945] [WARN ] [sig ] [1770/2211] Failed SG after 0.2s | 5.31 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:55.280023] [INFO ] [sig ] [1771/2211] Forecasting SGHC... [2025-10-09T00:07:55.280092] [INFO ] [sig ] Generating forecast for: SGHC [2025-10-09T00:07:55.280138] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SGHC' from 'https://tdm.silogroup.org/data/derivative_storage/SGHC.csv'. [2025-10-09T00:07:55.290773] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SGHC'. [2025-10-09T00:07:55.291079] [INFO ] [FORECASTER] Starting predict_future for SGHC [2025-10-09T00:07:55.316370] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:55.317159] [DEBUG] [LOCAL ] No optimal features file found for SGHC: ./output/feature-sets/SGHC.txt [2025-10-09T00:07:55.317236] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:55.317314] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:55.317383] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:55.317490] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:55.335107] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:55.335719] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:55.335823] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:55.335892] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:55.370284] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:55.370430] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:55.370472] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:55.370506] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:55.374008] [DEBUG] [FORECASTER] SGHC: Forecast T+1@11:T+2@11: DOWN (p=23.77%) [2025-10-09T00:07:55.374301] [INFO ] [FORECASTER] Completed predict_future for SGHC [2025-10-09T00:07:55.374440] [INFO ] [sig ] SGHC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:55.515175] [INFO ] [LOCAL ] Saved forecast: SGHC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SGHC.txt [2025-10-09T00:07:55.515398] [WARN ] [sig ] [1771/2211] Failed SGHC after 0.2s | 5.31 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:55.515476] [INFO ] [sig ] [1772/2211] Forecasting SGU... [2025-10-09T00:07:55.515546] [INFO ] [sig ] Generating forecast for: SGU [2025-10-09T00:07:55.515599] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SGU' from 'https://tdm.silogroup.org/data/derivative_storage/SGU.csv'. [2025-10-09T00:07:55.525694] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SGU'. [2025-10-09T00:07:55.526022] [INFO ] [FORECASTER] Starting predict_future for SGU [2025-10-09T00:07:55.551628] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:55.552459] [DEBUG] [LOCAL ] No optimal features file found for SGU: ./output/feature-sets/SGU.txt [2025-10-09T00:07:55.552538] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:55.552614] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:55.552728] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:55.552864] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:55.571019] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:55.571623] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:55.571770] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:55.571859] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:55.603630] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:55.603769] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:55.603814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:55.603850] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:55.607134] [DEBUG] [FORECASTER] SGU: Forecast T+1@11:T+2@11: DOWN (p=0.76%) [2025-10-09T00:07:55.607415] [INFO ] [FORECASTER] Completed predict_future for SGU [2025-10-09T00:07:55.607548] [INFO ] [sig ] SGU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:55.748767] [INFO ] [LOCAL ] Saved forecast: SGU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SGU.txt [2025-10-09T00:07:55.749011] [WARN ] [sig ] [1772/2211] Failed SGU after 0.2s | 5.31 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:55.749107] [INFO ] [sig ] [1773/2211] Forecasting SHAK... [2025-10-09T00:07:55.749184] [INFO ] [sig ] Generating forecast for: SHAK [2025-10-09T00:07:55.749312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHAK' from 'https://tdm.silogroup.org/data/derivative_storage/SHAK.csv'. [2025-10-09T00:07:55.759698] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SHAK'. [2025-10-09T00:07:55.760028] [INFO ] [FORECASTER] Starting predict_future for SHAK [2025-10-09T00:07:55.785289] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:55.786109] [DEBUG] [LOCAL ] No optimal features file found for SHAK: ./output/feature-sets/SHAK.txt [2025-10-09T00:07:55.786186] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:55.786256] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:55.786352] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:55.786472] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:55.804136] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:55.804781] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:55.804881] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:55.804960] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:55.845232] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:55.845359] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:55.845405] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:55.845440] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:55.848981] [DEBUG] [FORECASTER] SHAK: Forecast T+1@11:T+2@11: UP (p=54.52%) [2025-10-09T00:07:55.849296] [INFO ] [FORECASTER] Completed predict_future for SHAK [2025-10-09T00:07:55.849444] [INFO ] [sig ] SHAK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:55.991544] [INFO ] [LOCAL ] Saved forecast: SHAK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SHAK.txt [2025-10-09T00:07:55.991853] [WARN ] [sig ] [1773/2211] Failed SHAK after 0.2s | 5.31 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:55.991957] [INFO ] [sig ] [1774/2211] Forecasting SHCO... [2025-10-09T00:07:55.992041] [INFO ] [sig ] Generating forecast for: SHCO [2025-10-09T00:07:55.992131] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHCO' from 'https://tdm.silogroup.org/data/derivative_storage/SHCO.csv'. [2025-10-09T00:07:56.004792] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SHCO'. [2025-10-09T00:07:56.005387] [INFO ] [FORECASTER] Starting predict_future for SHCO [2025-10-09T00:07:56.038108] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:56.039362] [DEBUG] [LOCAL ] No optimal features file found for SHCO: ./output/feature-sets/SHCO.txt [2025-10-09T00:07:56.039466] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:56.039556] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:56.039641] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:56.039790] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:56.067884] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:56.069075] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:56.069210] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:56.069318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:56.117039] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:56.117242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:56.117291] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:56.117325] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:56.121090] [DEBUG] [FORECASTER] SHCO: Forecast T+1@11:T+2@11: DOWN (p=4.41%) [2025-10-09T00:07:56.121387] [INFO ] [FORECASTER] Completed predict_future for SHCO [2025-10-09T00:07:56.121533] [INFO ] [sig ] SHCO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:56.262482] [INFO ] [LOCAL ] Saved forecast: SHCO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SHCO.txt [2025-10-09T00:07:56.262820] [WARN ] [sig ] [1774/2211] Failed SHCO after 0.3s | 5.31 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:56.262903] [INFO ] [sig ] [1775/2211] Forecasting SHEL... [2025-10-09T00:07:56.262973] [INFO ] [sig ] Generating forecast for: SHEL [2025-10-09T00:07:56.263025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHEL' from 'https://tdm.silogroup.org/data/derivative_storage/SHEL.csv'. [2025-10-09T00:07:56.273249] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SHEL'. [2025-10-09T00:07:56.273565] [INFO ] [FORECASTER] Starting predict_future for SHEL [2025-10-09T00:07:56.298910] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:56.299746] [DEBUG] [LOCAL ] No optimal features file found for SHEL: ./output/feature-sets/SHEL.txt [2025-10-09T00:07:56.299825] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:56.299897] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:56.299966] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:56.300062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:56.317705] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:56.318379] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:56.318486] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:56.318551] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:56.353165] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:56.353322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:56.353367] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:56.353402] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:56.356975] [DEBUG] [FORECASTER] SHEL: Forecast T+1@11:T+2@11: UP (p=54.43%) [2025-10-09T00:07:56.357268] [INFO ] [FORECASTER] Completed predict_future for SHEL [2025-10-09T00:07:56.357405] [INFO ] [sig ] SHEL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:56.522635] [INFO ] [LOCAL ] Saved forecast: SHEL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SHEL.txt [2025-10-09T00:07:56.522992] [WARN ] [sig ] [1775/2211] Failed SHEL after 0.3s | 5.30 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:56.523075] [INFO ] [sig ] [1776/2211] Forecasting SHG... [2025-10-09T00:07:56.523148] [INFO ] [sig ] Generating forecast for: SHG [2025-10-09T00:07:56.523221] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHG' from 'https://tdm.silogroup.org/data/derivative_storage/SHG.csv'. [2025-10-09T00:07:56.534903] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SHG'. [2025-10-09T00:07:56.535352] [INFO ] [FORECASTER] Starting predict_future for SHG [2025-10-09T00:07:56.562835] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:56.563670] [DEBUG] [LOCAL ] No optimal features file found for SHG: ./output/feature-sets/SHG.txt [2025-10-09T00:07:56.563751] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:56.563825] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:56.563896] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:56.563997] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:56.585579] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:56.586584] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:56.586724] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:56.586801] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:56.634810] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:56.634942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:56.634986] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:56.635022] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:56.639019] [DEBUG] [FORECASTER] SHG: Forecast T+1@11:T+2@11: UP (p=54.28%) [2025-10-09T00:07:56.639379] [INFO ] [FORECASTER] Completed predict_future for SHG [2025-10-09T00:07:56.639541] [INFO ] [sig ] SHG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:56.815120] [INFO ] [LOCAL ] Saved forecast: SHG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SHG.txt [2025-10-09T00:07:56.815435] [WARN ] [sig ] [1776/2211] Failed SHG after 0.3s | 5.30 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:56.815517] [INFO ] [sig ] [1777/2211] Forecasting SHO... [2025-10-09T00:07:56.815602] [INFO ] [sig ] Generating forecast for: SHO [2025-10-09T00:07:56.815702] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHO' from 'https://tdm.silogroup.org/data/derivative_storage/SHO.csv'. [2025-10-09T00:07:56.827063] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SHO'. [2025-10-09T00:07:56.827455] [INFO ] [FORECASTER] Starting predict_future for SHO [2025-10-09T00:07:56.852947] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:56.853738] [DEBUG] [LOCAL ] No optimal features file found for SHO: ./output/feature-sets/SHO.txt [2025-10-09T00:07:56.853815] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:56.853886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:56.853968] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:56.854079] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:56.871423] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:56.872062] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:56.872168] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:56.872249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:56.911332] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:56.911431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:56.911471] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:56.911504] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:56.914668] [DEBUG] [FORECASTER] SHO: Forecast T+1@11:T+2@11: DOWN (p=11.81%) [2025-10-09T00:07:56.914948] [INFO ] [FORECASTER] Completed predict_future for SHO [2025-10-09T00:07:56.915089] [INFO ] [sig ] SHO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:57.055384] [INFO ] [LOCAL ] Saved forecast: SHO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SHO.txt [2025-10-09T00:07:57.055712] [WARN ] [sig ] [1777/2211] Failed SHO after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:57.055795] [INFO ] [sig ] [1778/2211] Forecasting SHOC... [2025-10-09T00:07:57.055886] [INFO ] [sig ] Generating forecast for: SHOC [2025-10-09T00:07:57.055969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHOC' from 'https://tdm.silogroup.org/data/derivative_storage/SHOC.csv'. [2025-10-09T00:07:57.065831] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'SHOC'. [2025-10-09T00:07:57.066227] [INFO ] [FORECASTER] Starting predict_future for SHOC [2025-10-09T00:07:57.092614] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:57.093568] [DEBUG] [LOCAL ] No optimal features file found for SHOC: ./output/feature-sets/SHOC.txt [2025-10-09T00:07:57.093681] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:57.093755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:57.093832] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:57.093937] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:57.111625] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:57.112586] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:57.112729] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:57.112810] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:57.145886] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:57.146089] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:57.146136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:57.146170] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:57.149841] [DEBUG] [FORECASTER] SHOC: Forecast T+1@11:T+2@11: UP (p=54.56%) [2025-10-09T00:07:57.150137] [INFO ] [FORECASTER] Completed predict_future for SHOC [2025-10-09T00:07:57.150279] [INFO ] [sig ] SHOC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:57.291233] [INFO ] [LOCAL ] Saved forecast: SHOC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SHOC.txt [2025-10-09T00:07:57.291479] [WARN ] [sig ] [1778/2211] Failed SHOC after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:57.291559] [INFO ] [sig ] [1779/2211] Forecasting SHW... [2025-10-09T00:07:57.291636] [INFO ] [sig ] Generating forecast for: SHW [2025-10-09T00:07:57.291738] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHW' from 'https://tdm.silogroup.org/data/derivative_storage/SHW.csv'. [2025-10-09T00:07:57.302034] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SHW'. [2025-10-09T00:07:57.302354] [INFO ] [FORECASTER] Starting predict_future for SHW [2025-10-09T00:07:57.327458] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:57.328227] [DEBUG] [LOCAL ] No optimal features file found for SHW: ./output/feature-sets/SHW.txt [2025-10-09T00:07:57.328304] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:57.328375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:57.328455] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:57.328565] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:57.346284] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:57.346976] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:57.347076] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:57.347156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:57.382915] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:57.383027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:57.383069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:57.383102] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:57.386268] [DEBUG] [FORECASTER] SHW: Forecast T+1@11:T+2@11: DOWN (p=10.92%) [2025-10-09T00:07:57.386548] [INFO ] [FORECASTER] Completed predict_future for SHW [2025-10-09T00:07:57.386713] [INFO ] [sig ] SHW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:57.528324] [INFO ] [LOCAL ] Saved forecast: SHW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SHW.txt [2025-10-09T00:07:57.528569] [WARN ] [sig ] [1779/2211] Failed SHW after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:57.528682] [INFO ] [sig ] [1780/2211] Forecasting SID... [2025-10-09T00:07:57.528840] [INFO ] [sig ] Generating forecast for: SID [2025-10-09T00:07:57.528916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SID' from 'https://tdm.silogroup.org/data/derivative_storage/SID.csv'. [2025-10-09T00:07:57.539209] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SID'. [2025-10-09T00:07:57.539544] [INFO ] [FORECASTER] Starting predict_future for SID [2025-10-09T00:07:57.564697] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:57.565460] [DEBUG] [LOCAL ] No optimal features file found for SID: ./output/feature-sets/SID.txt [2025-10-09T00:07:57.565539] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:57.565610] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:57.565715] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:57.565828] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:57.583431] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:57.584076] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:57.584177] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:57.584257] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:57.620206] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:57.620308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:57.620349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:57.620386] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:57.623594] [DEBUG] [FORECASTER] SID: Forecast T+1@11:T+2@11: UP (p=60.24%) [2025-10-09T00:07:57.623904] [INFO ] [FORECASTER] Completed predict_future for SID [2025-10-09T00:07:57.624053] [INFO ] [sig ] SID: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:57.765127] [INFO ] [LOCAL ] Saved forecast: SID 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SID.txt [2025-10-09T00:07:57.765372] [WARN ] [sig ] [1780/2211] Failed SID after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:57.765453] [INFO ] [sig ] [1781/2211] Forecasting SIG... [2025-10-09T00:07:57.765535] [INFO ] [sig ] Generating forecast for: SIG [2025-10-09T00:07:57.765618] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SIG' from 'https://tdm.silogroup.org/data/derivative_storage/SIG.csv'. [2025-10-09T00:07:57.775504] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SIG'. [2025-10-09T00:07:57.775838] [INFO ] [FORECASTER] Starting predict_future for SIG [2025-10-09T00:07:57.801103] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:57.801906] [DEBUG] [LOCAL ] No optimal features file found for SIG: ./output/feature-sets/SIG.txt [2025-10-09T00:07:57.801984] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:57.802067] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:57.802149] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:57.802264] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:57.820118] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:57.821110] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:57.821220] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:57.821302] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:57.864740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:57.864992] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:57.865057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:57.865096] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:57.868849] [DEBUG] [FORECASTER] SIG: Forecast T+1@11:T+2@11: DOWN (p=46.80%) [2025-10-09T00:07:57.869164] [INFO ] [FORECASTER] Completed predict_future for SIG [2025-10-09T00:07:57.869350] [INFO ] [sig ] SIG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:58.014537] [INFO ] [LOCAL ] Saved forecast: SIG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SIG.txt [2025-10-09T00:07:58.014885] [WARN ] [sig ] [1781/2211] Failed SIG after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.4m [2025-10-09T00:07:58.014967] [INFO ] [sig ] [1782/2211] Forecasting SII... [2025-10-09T00:07:58.015036] [INFO ] [sig ] Generating forecast for: SII [2025-10-09T00:07:58.015107] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SII' from 'https://tdm.silogroup.org/data/derivative_storage/SII.csv'. [2025-10-09T00:07:58.026801] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SII'. [2025-10-09T00:07:58.027118] [INFO ] [FORECASTER] Starting predict_future for SII [2025-10-09T00:07:58.052420] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:58.053203] [DEBUG] [LOCAL ] No optimal features file found for SII: ./output/feature-sets/SII.txt [2025-10-09T00:07:58.053281] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:58.053353] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:58.053423] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:58.053529] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:58.071444] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:58.072082] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:58.072185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:58.072262] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:58.107864] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:58.108073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:58.108123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:58.108157] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:58.111892] [DEBUG] [FORECASTER] SII: Forecast T+1@11:T+2@11: UP (p=99.26%) [2025-10-09T00:07:58.112186] [INFO ] [FORECASTER] Completed predict_future for SII [2025-10-09T00:07:58.112332] [INFO ] [sig ] SII: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:58.254258] [INFO ] [LOCAL ] Saved forecast: SII 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SII.txt [2025-10-09T00:07:58.254508] [WARN ] [sig ] [1782/2211] Failed SII after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:07:58.254586] [INFO ] [sig ] [1783/2211] Forecasting SILA... [2025-10-09T00:07:58.254679] [INFO ] [sig ] Generating forecast for: SILA [2025-10-09T00:07:58.254753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SILA' from 'https://tdm.silogroup.org/data/derivative_storage/SILA.csv'. [2025-10-09T00:07:58.265375] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SILA'. [2025-10-09T00:07:58.265723] [INFO ] [FORECASTER] Starting predict_future for SILA [2025-10-09T00:07:58.291206] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:58.292002] [DEBUG] [LOCAL ] No optimal features file found for SILA: ./output/feature-sets/SILA.txt [2025-10-09T00:07:58.292081] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:58.292154] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:58.292224] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:58.292324] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:58.309899] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:58.310469] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:58.310599] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:58.310693] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:58.353814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:58.353911] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:58.353950] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:58.353983] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:58.357083] [DEBUG] [FORECASTER] SILA: Forecast T+1@11:T+2@11: UP (p=98.24%) [2025-10-09T00:07:58.357367] [INFO ] [FORECASTER] Completed predict_future for SILA [2025-10-09T00:07:58.357512] [INFO ] [sig ] SILA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:07:58.498286] [INFO ] [LOCAL ] Saved forecast: SILA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SILA.txt [2025-10-09T00:07:58.498538] [WARN ] [sig ] [1783/2211] Failed SILA after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:07:58.498615] [INFO ] [sig ] [1784/2211] Forecasting SITC... [2025-10-09T00:07:58.498710] [INFO ] [sig ] Generating forecast for: SITC [2025-10-09T00:07:58.498782] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SITC' from 'https://tdm.silogroup.org/data/derivative_storage/SITC.csv'. [2025-10-09T00:07:58.508967] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SITC'. [2025-10-09T00:07:58.509322] [INFO ] [FORECASTER] Starting predict_future for SITC [2025-10-09T00:07:58.534815] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:58.535537] [DEBUG] [LOCAL ] No optimal features file found for SITC: ./output/feature-sets/SITC.txt [2025-10-09T00:07:58.535614] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:58.535714] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:58.535805] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:58.535921] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:58.553388] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:58.553993] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:58.554094] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:58.554165] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:58.599786] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:58.599933] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:58.599975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:58.600008] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:58.603339] [DEBUG] [FORECASTER] SITC: Forecast T+1@11:T+2@11: DOWN (p=8.16%) [2025-10-09T00:07:58.603625] [INFO ] [FORECASTER] Completed predict_future for SITC [2025-10-09T00:07:58.603814] [INFO ] [sig ] SITC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:58.750938] [INFO ] [LOCAL ] Saved forecast: SITC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SITC.txt [2025-10-09T00:07:58.751231] [WARN ] [sig ] [1784/2211] Failed SITC after 0.3s | 5.30 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:07:58.751312] [INFO ] [sig ] [1785/2211] Forecasting SITE... [2025-10-09T00:07:58.751382] [INFO ] [sig ] Generating forecast for: SITE [2025-10-09T00:07:58.751453] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SITE' from 'https://tdm.silogroup.org/data/derivative_storage/SITE.csv'. [2025-10-09T00:07:58.762353] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SITE'. [2025-10-09T00:07:58.762703] [INFO ] [FORECASTER] Starting predict_future for SITE [2025-10-09T00:07:58.788509] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:58.789310] [DEBUG] [LOCAL ] No optimal features file found for SITE: ./output/feature-sets/SITE.txt [2025-10-09T00:07:58.789419] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:58.789499] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:58.789571] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:58.789706] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:58.807190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:58.807896] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:58.807997] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:58.808066] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:58.848440] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:58.848536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:58.848577] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:58.848610] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:58.851974] [DEBUG] [FORECASTER] SITE: Forecast T+1@11:T+2@11: DOWN (p=44.03%) [2025-10-09T00:07:58.852312] [INFO ] [FORECASTER] Completed predict_future for SITE [2025-10-09T00:07:58.852460] [INFO ] [sig ] SITE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:58.996791] [INFO ] [LOCAL ] Saved forecast: SITE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SITE.txt [2025-10-09T00:07:58.997083] [WARN ] [sig ] [1785/2211] Failed SITE after 0.2s | 5.30 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:07:58.997158] [INFO ] [sig ] [1786/2211] Forecasting SJM... [2025-10-09T00:07:58.997197] [INFO ] [sig ] Generating forecast for: SJM [2025-10-09T00:07:58.997232] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SJM' from 'https://tdm.silogroup.org/data/derivative_storage/SJM.csv'. [2025-10-09T00:07:59.010050] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SJM'. [2025-10-09T00:07:59.010759] [INFO ] [FORECASTER] Starting predict_future for SJM [2025-10-09T00:07:59.039189] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:59.040139] [DEBUG] [LOCAL ] No optimal features file found for SJM: ./output/feature-sets/SJM.txt [2025-10-09T00:07:59.040220] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:59.040297] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:59.040367] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:59.040469] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:59.060006] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:59.060735] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:59.060860] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:59.060931] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:59.103132] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:59.103378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:59.103431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:59.103465] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:59.107590] [DEBUG] [FORECASTER] SJM: Forecast T+1@11:T+2@11: DOWN (p=48.91%) [2025-10-09T00:07:59.107990] [INFO ] [FORECASTER] Completed predict_future for SJM [2025-10-09T00:07:59.108153] [INFO ] [sig ] SJM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:59.261084] [INFO ] [LOCAL ] Saved forecast: SJM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SJM.txt [2025-10-09T00:07:59.261546] [WARN ] [sig ] [1786/2211] Failed SJM after 0.3s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:07:59.261638] [INFO ] [sig ] [1787/2211] Forecasting SJT... [2025-10-09T00:07:59.261761] [INFO ] [sig ] Generating forecast for: SJT [2025-10-09T00:07:59.261846] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SJT' from 'https://tdm.silogroup.org/data/derivative_storage/SJT.csv'. [2025-10-09T00:07:59.273031] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SJT'. [2025-10-09T00:07:59.273452] [INFO ] [FORECASTER] Starting predict_future for SJT [2025-10-09T00:07:59.301503] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:59.302628] [DEBUG] [LOCAL ] No optimal features file found for SJT: ./output/feature-sets/SJT.txt [2025-10-09T00:07:59.302749] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:59.302857] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:59.302963] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:59.303128] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:59.323296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:59.324499] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:59.324685] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:59.324775] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:59.374248] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:59.374600] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:59.374717] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:59.374787] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:59.380222] [DEBUG] [FORECASTER] SJT: Forecast T+1@11:T+2@11: DOWN (p=9.08%) [2025-10-09T00:07:59.380709] [INFO ] [FORECASTER] Completed predict_future for SJT [2025-10-09T00:07:59.380956] [INFO ] [sig ] SJT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:59.567784] [INFO ] [LOCAL ] Saved forecast: SJT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SJT.txt [2025-10-09T00:07:59.568104] [WARN ] [sig ] [1787/2211] Failed SJT after 0.3s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:07:59.568183] [INFO ] [sig ] [1788/2211] Forecasting SKE... [2025-10-09T00:07:59.568256] [INFO ] [sig ] Generating forecast for: SKE [2025-10-09T00:07:59.568328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKE' from 'https://tdm.silogroup.org/data/derivative_storage/SKE.csv'. [2025-10-09T00:07:59.579519] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SKE'. [2025-10-09T00:07:59.579924] [INFO ] [FORECASTER] Starting predict_future for SKE [2025-10-09T00:07:59.605279] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:59.606080] [DEBUG] [LOCAL ] No optimal features file found for SKE: ./output/feature-sets/SKE.txt [2025-10-09T00:07:59.606160] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:59.606233] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:59.606303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:59.606402] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:59.623911] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:59.624518] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:59.624625] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:59.624714] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:59.660402] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:59.660522] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:59.660564] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:59.660597] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:59.663830] [DEBUG] [FORECASTER] SKE: Forecast T+1@11:T+2@11: DOWN (p=31.59%) [2025-10-09T00:07:59.664130] [INFO ] [FORECASTER] Completed predict_future for SKE [2025-10-09T00:07:59.664277] [INFO ] [sig ] SKE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:07:59.803842] [INFO ] [LOCAL ] Saved forecast: SKE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SKE.txt [2025-10-09T00:07:59.804145] [WARN ] [sig ] [1788/2211] Failed SKE after 0.2s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:07:59.804226] [INFO ] [sig ] [1789/2211] Forecasting SKIL... [2025-10-09T00:07:59.804297] [INFO ] [sig ] Generating forecast for: SKIL [2025-10-09T00:07:59.804367] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKIL' from 'https://tdm.silogroup.org/data/derivative_storage/SKIL.csv'. [2025-10-09T00:07:59.814883] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SKIL'. [2025-10-09T00:07:59.815262] [INFO ] [FORECASTER] Starting predict_future for SKIL [2025-10-09T00:07:59.840861] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:07:59.841775] [DEBUG] [LOCAL ] No optimal features file found for SKIL: ./output/feature-sets/SKIL.txt [2025-10-09T00:07:59.841859] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:07:59.841932] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:07:59.842001] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:07:59.842101] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:07:59.859355] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:07:59.860067] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:07:59.860175] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:07:59.860224] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:07:59.905736] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:07:59.906758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:07:59.906852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:07:59.906924] [INFO ] [FORECASTER] Training complete [2025-10-09T00:07:59.911170] [DEBUG] [FORECASTER] SKIL: Forecast T+1@11:T+2@11: UP (p=80.55%) [2025-10-09T00:07:59.911553] [INFO ] [FORECASTER] Completed predict_future for SKIL [2025-10-09T00:07:59.911763] [INFO ] [sig ] SKIL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:00.056769] [INFO ] [LOCAL ] Saved forecast: SKIL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SKIL.txt [2025-10-09T00:08:00.057074] [WARN ] [sig ] [1789/2211] Failed SKIL after 0.3s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:08:00.057153] [INFO ] [sig ] [1790/2211] Forecasting SKLZ... [2025-10-09T00:08:00.057206] [INFO ] [sig ] Generating forecast for: SKLZ [2025-10-09T00:08:00.057252] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKLZ' from 'https://tdm.silogroup.org/data/derivative_storage/SKLZ.csv'. [2025-10-09T00:08:00.071401] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SKLZ'. [2025-10-09T00:08:00.071884] [INFO ] [FORECASTER] Starting predict_future for SKLZ [2025-10-09T00:08:00.098238] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:00.099131] [DEBUG] [LOCAL ] No optimal features file found for SKLZ: ./output/feature-sets/SKLZ.txt [2025-10-09T00:08:00.099215] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:00.099309] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:00.099379] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:00.099479] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:00.116894] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:00.117733] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:00.117883] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:00.117956] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:00.157568] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:00.157803] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:00.157867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:00.157902] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:00.161798] [DEBUG] [FORECASTER] SKLZ: Forecast T+1@11:T+2@11: DOWN (p=5.79%) [2025-10-09T00:08:00.162129] [INFO ] [FORECASTER] Completed predict_future for SKLZ [2025-10-09T00:08:00.162289] [INFO ] [sig ] SKLZ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:00.324085] [INFO ] [LOCAL ] Saved forecast: SKLZ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SKLZ.txt [2025-10-09T00:08:00.324379] [WARN ] [sig ] [1790/2211] Failed SKLZ after 0.3s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:08:00.324462] [INFO ] [sig ] [1791/2211] Forecasting SKM... [2025-10-09T00:08:00.324534] [INFO ] [sig ] Generating forecast for: SKM [2025-10-09T00:08:00.324607] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKM' from 'https://tdm.silogroup.org/data/derivative_storage/SKM.csv'. [2025-10-09T00:08:00.330234] [WARN ] [REMOTE ] Historical data not found for symbol 'SKM' (404). [2025-10-09T00:08:00.330474] [FATAL] [sig ] SKM: No historical data fetched. [2025-10-09T00:08:00.330593] [WARN ] [sig ] [1791/2211] Failed SKM after 0.0s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:08:00.330715] [INFO ] [sig ] [1792/2211] Forecasting SKT... [2025-10-09T00:08:00.330890] [INFO ] [sig ] Generating forecast for: SKT [2025-10-09T00:08:00.330981] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKT' from 'https://tdm.silogroup.org/data/derivative_storage/SKT.csv'. [2025-10-09T00:08:00.341063] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SKT'. [2025-10-09T00:08:00.341468] [INFO ] [FORECASTER] Starting predict_future for SKT [2025-10-09T00:08:00.371878] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:00.372813] [DEBUG] [LOCAL ] No optimal features file found for SKT: ./output/feature-sets/SKT.txt [2025-10-09T00:08:00.372894] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:00.372972] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:00.373060] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:00.373224] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:00.395403] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:00.396227] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:00.396349] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:00.396445] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:00.448016] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:00.448280] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:00.448348] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:00.448386] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:00.453824] [DEBUG] [FORECASTER] SKT: Forecast T+1@11:T+2@11: UP (p=86.55%) [2025-10-09T00:08:00.454383] [INFO ] [FORECASTER] Completed predict_future for SKT [2025-10-09T00:08:00.454592] [INFO ] [sig ] SKT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:00.598474] [INFO ] [LOCAL ] Saved forecast: SKT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SKT.txt [2025-10-09T00:08:00.598789] [WARN ] [sig ] [1792/2211] Failed SKT after 0.3s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:08:00.598870] [INFO ] [sig ] [1793/2211] Forecasting SKY... [2025-10-09T00:08:00.598977] [INFO ] [sig ] Generating forecast for: SKY [2025-10-09T00:08:00.599125] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKY' from 'https://tdm.silogroup.org/data/derivative_storage/SKY.csv'. [2025-10-09T00:08:00.609635] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SKY'. [2025-10-09T00:08:00.610060] [INFO ] [FORECASTER] Starting predict_future for SKY [2025-10-09T00:08:00.635191] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:00.635989] [DEBUG] [LOCAL ] No optimal features file found for SKY: ./output/feature-sets/SKY.txt [2025-10-09T00:08:00.636068] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:00.636140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:00.636210] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:00.636307] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:00.657228] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:00.658110] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:00.658216] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:00.658286] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:00.700427] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:00.700582] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:00.700626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:00.700698] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:00.704160] [DEBUG] [FORECASTER] SKY: Forecast T+1@11:T+2@11: UP (p=98.26%) [2025-10-09T00:08:00.704458] [INFO ] [FORECASTER] Completed predict_future for SKY [2025-10-09T00:08:00.704607] [INFO ] [sig ] SKY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:00.845277] [INFO ] [LOCAL ] Saved forecast: SKY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SKY.txt [2025-10-09T00:08:00.845548] [WARN ] [sig ] [1793/2211] Failed SKY after 0.2s | 5.29 sym/s | Total: 5.6m | ETA: 1.3m [2025-10-09T00:08:00.845627] [INFO ] [sig ] [1794/2211] Forecasting SKYH... [2025-10-09T00:08:00.845719] [INFO ] [sig ] Generating forecast for: SKYH [2025-10-09T00:08:00.845791] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKYH' from 'https://tdm.silogroup.org/data/derivative_storage/SKYH.csv'. [2025-10-09T00:08:00.856254] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SKYH'. [2025-10-09T00:08:00.856629] [INFO ] [FORECASTER] Starting predict_future for SKYH [2025-10-09T00:08:00.882857] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:00.883631] [DEBUG] [LOCAL ] No optimal features file found for SKYH: ./output/feature-sets/SKYH.txt [2025-10-09T00:08:00.883734] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:00.883806] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:00.883890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:00.884018] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:00.902002] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:00.902624] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:00.902761] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:00.902848] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:00.942289] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:00.942413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:00.942456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:00.942490] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:00.945758] [DEBUG] [FORECASTER] SKYH: Forecast T+1@11:T+2@11: DOWN (p=7.47%) [2025-10-09T00:08:00.946060] [INFO ] [FORECASTER] Completed predict_future for SKYH [2025-10-09T00:08:00.946210] [INFO ] [sig ] SKYH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:01.086039] [INFO ] [LOCAL ] Saved forecast: SKYH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SKYH.txt [2025-10-09T00:08:01.086327] [WARN ] [sig ] [1794/2211] Failed SKYH after 0.2s | 5.29 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:01.086405] [INFO ] [sig ] [1795/2211] Forecasting SLB... [2025-10-09T00:08:01.086476] [INFO ] [sig ] Generating forecast for: SLB [2025-10-09T00:08:01.086547] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLB' from 'https://tdm.silogroup.org/data/derivative_storage/SLB.csv'. [2025-10-09T00:08:01.097204] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SLB'. [2025-10-09T00:08:01.097546] [INFO ] [FORECASTER] Starting predict_future for SLB [2025-10-09T00:08:01.122740] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:01.123496] [DEBUG] [LOCAL ] No optimal features file found for SLB: ./output/feature-sets/SLB.txt [2025-10-09T00:08:01.123576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:01.123675] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:01.123745] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:01.123844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:01.141036] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:01.141636] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:01.141768] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:01.141839] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:01.189863] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:01.190020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:01.190067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:01.190100] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:01.194121] [DEBUG] [FORECASTER] SLB: Forecast T+1@11:T+2@11: DOWN (p=1.67%) [2025-10-09T00:08:01.194472] [INFO ] [FORECASTER] Completed predict_future for SLB [2025-10-09T00:08:01.194638] [INFO ] [sig ] SLB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:01.358887] [INFO ] [LOCAL ] Saved forecast: SLB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SLB.txt [2025-10-09T00:08:01.359174] [WARN ] [sig ] [1795/2211] Failed SLB after 0.3s | 5.29 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:01.359271] [INFO ] [sig ] [1796/2211] Forecasting SLF... [2025-10-09T00:08:01.359343] [INFO ] [sig ] Generating forecast for: SLF [2025-10-09T00:08:01.359413] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLF' from 'https://tdm.silogroup.org/data/derivative_storage/SLF.csv'. [2025-10-09T00:08:01.369977] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SLF'. [2025-10-09T00:08:01.370345] [INFO ] [FORECASTER] Starting predict_future for SLF [2025-10-09T00:08:01.395793] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:01.396603] [DEBUG] [LOCAL ] No optimal features file found for SLF: ./output/feature-sets/SLF.txt [2025-10-09T00:08:01.396704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:01.396777] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:01.396845] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:01.396944] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:01.418342] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:01.419503] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:01.419692] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:01.419766] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:01.460066] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:01.460234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:01.460310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:01.460354] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:01.463885] [DEBUG] [FORECASTER] SLF: Forecast T+1@11:T+2@11: UP (p=86.22%) [2025-10-09T00:08:01.464191] [INFO ] [FORECASTER] Completed predict_future for SLF [2025-10-09T00:08:01.464336] [INFO ] [sig ] SLF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:01.615767] [INFO ] [LOCAL ] Saved forecast: SLF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SLF.txt [2025-10-09T00:08:01.616162] [WARN ] [sig ] [1796/2211] Failed SLF after 0.3s | 5.29 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:01.616245] [INFO ] [sig ] [1797/2211] Forecasting SLG... [2025-10-09T00:08:01.616335] [INFO ] [sig ] Generating forecast for: SLG [2025-10-09T00:08:01.616410] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLG' from 'https://tdm.silogroup.org/data/derivative_storage/SLG.csv'. [2025-10-09T00:08:01.628220] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SLG'. [2025-10-09T00:08:01.628608] [INFO ] [FORECASTER] Starting predict_future for SLG [2025-10-09T00:08:01.655463] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:01.656370] [DEBUG] [LOCAL ] No optimal features file found for SLG: ./output/feature-sets/SLG.txt [2025-10-09T00:08:01.656451] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:01.656523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:01.656608] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:01.656774] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:01.674807] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:01.675465] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:01.675572] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:01.675679] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:01.714372] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:01.714571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:01.714622] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:01.714841] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:01.718587] [DEBUG] [FORECASTER] SLG: Forecast T+1@11:T+2@11: UP (p=87.81%) [2025-10-09T00:08:01.718953] [INFO ] [FORECASTER] Completed predict_future for SLG [2025-10-09T00:08:01.719119] [INFO ] [sig ] SLG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:01.892794] [INFO ] [LOCAL ] Saved forecast: SLG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SLG.txt [2025-10-09T00:08:01.893148] [WARN ] [sig ] [1797/2211] Failed SLG after 0.3s | 5.29 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:01.893231] [INFO ] [sig ] [1798/2211] Forecasting SLGN... [2025-10-09T00:08:01.893315] [INFO ] [sig ] Generating forecast for: SLGN [2025-10-09T00:08:01.893409] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLGN' from 'https://tdm.silogroup.org/data/derivative_storage/SLGN.csv'. [2025-10-09T00:08:01.904198] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SLGN'. [2025-10-09T00:08:01.904562] [INFO ] [FORECASTER] Starting predict_future for SLGN [2025-10-09T00:08:01.933094] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:01.933951] [DEBUG] [LOCAL ] No optimal features file found for SLGN: ./output/feature-sets/SLGN.txt [2025-10-09T00:08:01.934045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:01.934118] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:01.934186] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:01.934285] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:01.955097] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:01.955806] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:01.955915] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:01.955984] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:01.984626] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:01.984837] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:01.984887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:01.984922] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:01.988331] [DEBUG] [FORECASTER] SLGN: Forecast T+1@11:T+2@11: DOWN (p=44.83%) [2025-10-09T00:08:01.988627] [INFO ] [FORECASTER] Completed predict_future for SLGN [2025-10-09T00:08:01.988807] [INFO ] [sig ] SLGN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:02.131868] [INFO ] [LOCAL ] Saved forecast: SLGN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SLGN.txt [2025-10-09T00:08:02.132159] [WARN ] [sig ] [1798/2211] Failed SLGN after 0.2s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:02.132237] [INFO ] [sig ] [1799/2211] Forecasting SLQT... [2025-10-09T00:08:02.132307] [INFO ] [sig ] Generating forecast for: SLQT [2025-10-09T00:08:02.132378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLQT' from 'https://tdm.silogroup.org/data/derivative_storage/SLQT.csv'. [2025-10-09T00:08:02.142234] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SLQT'. [2025-10-09T00:08:02.142600] [INFO ] [FORECASTER] Starting predict_future for SLQT [2025-10-09T00:08:02.168317] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:02.169179] [DEBUG] [LOCAL ] No optimal features file found for SLQT: ./output/feature-sets/SLQT.txt [2025-10-09T00:08:02.169277] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:02.169350] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:02.169417] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:02.169512] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:02.191688] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:02.193581] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:02.193749] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:02.193822] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:02.241150] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:02.241339] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:02.241398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:02.241434] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:02.245067] [DEBUG] [FORECASTER] SLQT: Forecast T+1@11:T+2@11: DOWN (p=5.44%) [2025-10-09T00:08:02.245404] [INFO ] [FORECASTER] Completed predict_future for SLQT [2025-10-09T00:08:02.245578] [INFO ] [sig ] SLQT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:02.389175] [INFO ] [LOCAL ] Saved forecast: SLQT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SLQT.txt [2025-10-09T00:08:02.389622] [WARN ] [sig ] [1799/2211] Failed SLQT after 0.3s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:02.389744] [INFO ] [sig ] [1800/2211] Forecasting SLVM... [2025-10-09T00:08:02.389846] [INFO ] [sig ] Generating forecast for: SLVM [2025-10-09T00:08:02.389927] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLVM' from 'https://tdm.silogroup.org/data/derivative_storage/SLVM.csv'. [2025-10-09T00:08:02.401110] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SLVM'. [2025-10-09T00:08:02.401520] [INFO ] [FORECASTER] Starting predict_future for SLVM [2025-10-09T00:08:02.427526] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:02.428324] [DEBUG] [LOCAL ] No optimal features file found for SLVM: ./output/feature-sets/SLVM.txt [2025-10-09T00:08:02.428402] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:02.428474] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:02.428542] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:02.428638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:02.446052] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:02.446717] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:02.446825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:02.446894] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:02.492669] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:02.492836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:02.492882] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:02.492916] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:02.496416] [DEBUG] [FORECASTER] SLVM: Forecast T+1@11:T+2@11: DOWN (p=49.37%) [2025-10-09T00:08:02.496811] [INFO ] [FORECASTER] Completed predict_future for SLVM [2025-10-09T00:08:02.496977] [INFO ] [sig ] SLVM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:02.638991] [INFO ] [LOCAL ] Saved forecast: SLVM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SLVM.txt [2025-10-09T00:08:02.639303] [WARN ] [sig ] [1800/2211] Failed SLVM after 0.2s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:02.639384] [INFO ] [sig ] [1801/2211] Forecasting SM... [2025-10-09T00:08:02.639454] [INFO ] [sig ] Generating forecast for: SM [2025-10-09T00:08:02.639524] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SM' from 'https://tdm.silogroup.org/data/derivative_storage/SM.csv'. [2025-10-09T00:08:02.651175] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SM'. [2025-10-09T00:08:02.651551] [INFO ] [FORECASTER] Starting predict_future for SM [2025-10-09T00:08:02.676851] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:02.677603] [DEBUG] [LOCAL ] No optimal features file found for SM: ./output/feature-sets/SM.txt [2025-10-09T00:08:02.677704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:02.677776] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:02.677845] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:02.677942] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:02.695348] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:02.696036] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:02.696159] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:02.696235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:02.739123] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:02.739344] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:02.739405] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:02.739441] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:02.743173] [DEBUG] [FORECASTER] SM: Forecast T+1@11:T+2@11: DOWN (p=39.48%) [2025-10-09T00:08:02.743497] [INFO ] [FORECASTER] Completed predict_future for SM [2025-10-09T00:08:02.743674] [INFO ] [sig ] SM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:02.883791] [INFO ] [LOCAL ] Saved forecast: SM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SM.txt [2025-10-09T00:08:02.884054] [WARN ] [sig ] [1801/2211] Failed SM after 0.2s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:02.884136] [INFO ] [sig ] [1802/2211] Forecasting SMBK... [2025-10-09T00:08:02.884207] [INFO ] [sig ] Generating forecast for: SMBK [2025-10-09T00:08:02.884277] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMBK' from 'https://tdm.silogroup.org/data/derivative_storage/SMBK.csv'. [2025-10-09T00:08:02.896966] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMBK'. [2025-10-09T00:08:02.897571] [INFO ] [FORECASTER] Starting predict_future for SMBK [2025-10-09T00:08:02.928305] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:02.929482] [DEBUG] [LOCAL ] No optimal features file found for SMBK: ./output/feature-sets/SMBK.txt [2025-10-09T00:08:02.929585] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:02.929690] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:02.929763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:02.929897] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:02.951965] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:02.953164] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:02.953307] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:02.953391] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:03.000193] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:03.000437] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:03.000494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:03.000530] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:03.005353] [DEBUG] [FORECASTER] SMBK: Forecast T+1@11:T+2@11: UP (p=61.84%) [2025-10-09T00:08:03.005854] [INFO ] [FORECASTER] Completed predict_future for SMBK [2025-10-09T00:08:03.006034] [INFO ] [sig ] SMBK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:03.174452] [INFO ] [LOCAL ] Saved forecast: SMBK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SMBK.txt [2025-10-09T00:08:03.174771] [WARN ] [sig ] [1802/2211] Failed SMBK after 0.3s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:03.174863] [INFO ] [sig ] [1803/2211] Forecasting SMC... [2025-10-09T00:08:03.174933] [INFO ] [sig ] Generating forecast for: SMC [2025-10-09T00:08:03.175003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMC' from 'https://tdm.silogroup.org/data/derivative_storage/SMC.csv'. [2025-10-09T00:08:03.186418] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMC'. [2025-10-09T00:08:03.186826] [INFO ] [FORECASTER] Starting predict_future for SMC [2025-10-09T00:08:03.212429] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:03.213289] [DEBUG] [LOCAL ] No optimal features file found for SMC: ./output/feature-sets/SMC.txt [2025-10-09T00:08:03.213367] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:03.213454] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:03.213536] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:03.213679] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:03.230944] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:03.231585] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:03.231733] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:03.231812] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:03.259845] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:03.259981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:03.260025] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:03.260058] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:03.263350] [DEBUG] [FORECASTER] SMC: Forecast T+1@11:T+2@11: UP (p=64.01%) [2025-10-09T00:08:03.263639] [INFO ] [FORECASTER] Completed predict_future for SMC [2025-10-09T00:08:03.263826] [INFO ] [sig ] SMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:03.405963] [INFO ] [LOCAL ] Saved forecast: SMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SMC.txt [2025-10-09T00:08:03.406340] [WARN ] [sig ] [1803/2211] Failed SMC after 0.2s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:03.406436] [INFO ] [sig ] [1804/2211] Forecasting SMFG... [2025-10-09T00:08:03.406531] [INFO ] [sig ] Generating forecast for: SMFG [2025-10-09T00:08:03.406692] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMFG' from 'https://tdm.silogroup.org/data/derivative_storage/SMFG.csv'. [2025-10-09T00:08:03.418326] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMFG'. [2025-10-09T00:08:03.418751] [INFO ] [FORECASTER] Starting predict_future for SMFG [2025-10-09T00:08:03.448691] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:03.449769] [DEBUG] [LOCAL ] No optimal features file found for SMFG: ./output/feature-sets/SMFG.txt [2025-10-09T00:08:03.449880] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:03.449968] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:03.450065] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:03.450179] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:03.470072] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:03.470858] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:03.470971] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:03.471065] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:03.519704] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:03.519899] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:03.519948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:03.519983] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:03.523606] [DEBUG] [FORECASTER] SMFG: Forecast T+1@11:T+2@11: DOWN (p=21.41%) [2025-10-09T00:08:03.523930] [INFO ] [FORECASTER] Completed predict_future for SMFG [2025-10-09T00:08:03.524079] [INFO ] [sig ] SMFG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:03.664788] [INFO ] [LOCAL ] Saved forecast: SMFG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SMFG.txt [2025-10-09T00:08:03.665092] [WARN ] [sig ] [1804/2211] Failed SMFG after 0.3s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:03.665173] [INFO ] [sig ] [1805/2211] Forecasting SMG... [2025-10-09T00:08:03.665254] [INFO ] [sig ] Generating forecast for: SMG [2025-10-09T00:08:03.665338] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMG' from 'https://tdm.silogroup.org/data/derivative_storage/SMG.csv'. [2025-10-09T00:08:03.676489] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMG'. [2025-10-09T00:08:03.676888] [INFO ] [FORECASTER] Starting predict_future for SMG [2025-10-09T00:08:03.702854] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:03.703749] [DEBUG] [LOCAL ] No optimal features file found for SMG: ./output/feature-sets/SMG.txt [2025-10-09T00:08:03.703849] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:03.703927] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:03.703998] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:03.704100] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:03.721709] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:03.722387] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:03.722492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:03.722563] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:03.764692] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:03.764825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:03.764870] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:03.764904] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:03.768273] [DEBUG] [FORECASTER] SMG: Forecast T+1@11:T+2@11: DOWN (p=45.12%) [2025-10-09T00:08:03.768559] [INFO ] [FORECASTER] Completed predict_future for SMG [2025-10-09T00:08:03.768728] [INFO ] [sig ] SMG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:03.915427] [INFO ] [LOCAL ] Saved forecast: SMG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SMG.txt [2025-10-09T00:08:03.915787] [WARN ] [sig ] [1805/2211] Failed SMG after 0.3s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:03.915870] [INFO ] [sig ] [1806/2211] Forecasting SMHI... [2025-10-09T00:08:03.915939] [INFO ] [sig ] Generating forecast for: SMHI [2025-10-09T00:08:03.916024] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMHI' from 'https://tdm.silogroup.org/data/derivative_storage/SMHI.csv'. [2025-10-09T00:08:03.926907] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMHI'. [2025-10-09T00:08:03.927287] [INFO ] [FORECASTER] Starting predict_future for SMHI [2025-10-09T00:08:03.952920] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:03.953716] [DEBUG] [LOCAL ] No optimal features file found for SMHI: ./output/feature-sets/SMHI.txt [2025-10-09T00:08:03.953795] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:03.953876] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:03.953951] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:03.954049] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:03.971548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:03.972242] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:03.972353] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:03.972424] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:04.002470] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:04.002624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:04.002705] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:04.002757] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:04.006214] [DEBUG] [FORECASTER] SMHI: Forecast T+1@11:T+2@11: DOWN (p=37.28%) [2025-10-09T00:08:04.006541] [INFO ] [FORECASTER] Completed predict_future for SMHI [2025-10-09T00:08:04.006709] [INFO ] [sig ] SMHI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:04.148534] [INFO ] [LOCAL ] Saved forecast: SMHI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SMHI.txt [2025-10-09T00:08:04.148850] [WARN ] [sig ] [1806/2211] Failed SMHI after 0.2s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:04.148931] [INFO ] [sig ] [1807/2211] Forecasting SMP... [2025-10-09T00:08:04.149020] [INFO ] [sig ] Generating forecast for: SMP [2025-10-09T00:08:04.149103] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMP' from 'https://tdm.silogroup.org/data/derivative_storage/SMP.csv'. [2025-10-09T00:08:04.160545] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMP'. [2025-10-09T00:08:04.160958] [INFO ] [FORECASTER] Starting predict_future for SMP [2025-10-09T00:08:04.191274] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:04.192218] [DEBUG] [LOCAL ] No optimal features file found for SMP: ./output/feature-sets/SMP.txt [2025-10-09T00:08:04.192299] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:04.192371] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:04.192448] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:04.192583] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:04.213815] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:04.214565] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:04.214703] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:04.214773] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:04.246449] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:04.246610] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:04.246699] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:04.246753] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:04.250755] [DEBUG] [FORECASTER] SMP: Forecast T+1@11:T+2@11: DOWN (p=28.43%) [2025-10-09T00:08:04.251050] [INFO ] [FORECASTER] Completed predict_future for SMP [2025-10-09T00:08:04.251185] [INFO ] [sig ] SMP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:04.427343] [INFO ] [LOCAL ] Saved forecast: SMP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SMP.txt [2025-10-09T00:08:04.427635] [WARN ] [sig ] [1807/2211] Failed SMP after 0.3s | 5.28 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:04.427757] [INFO ] [sig ] [1808/2211] Forecasting SMR... [2025-10-09T00:08:04.427839] [INFO ] [sig ] Generating forecast for: SMR [2025-10-09T00:08:04.427928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMR' from 'https://tdm.silogroup.org/data/derivative_storage/SMR.csv'. [2025-10-09T00:08:04.439074] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMR'. [2025-10-09T00:08:04.439456] [INFO ] [FORECASTER] Starting predict_future for SMR [2025-10-09T00:08:04.465669] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:04.466508] [DEBUG] [LOCAL ] No optimal features file found for SMR: ./output/feature-sets/SMR.txt [2025-10-09T00:08:04.466587] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:04.466690] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:04.466781] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:04.466910] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:04.490245] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:04.491008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:04.491126] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:04.491219] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:04.525099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:04.525274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:04.525327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:04.525363] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:04.530092] [DEBUG] [FORECASTER] SMR: Forecast T+1@11:T+2@11: DOWN (p=34.30%) [2025-10-09T00:08:04.530511] [INFO ] [FORECASTER] Completed predict_future for SMR [2025-10-09T00:08:04.530690] [INFO ] [sig ] SMR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:04.710772] [INFO ] [LOCAL ] Saved forecast: SMR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SMR.txt [2025-10-09T00:08:04.711096] [WARN ] [sig ] [1808/2211] Failed SMR after 0.3s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:04.711198] [INFO ] [sig ] [1809/2211] Forecasting SMRT... [2025-10-09T00:08:04.711293] [INFO ] [sig ] Generating forecast for: SMRT [2025-10-09T00:08:04.711387] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMRT' from 'https://tdm.silogroup.org/data/derivative_storage/SMRT.csv'. [2025-10-09T00:08:04.722129] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMRT'. [2025-10-09T00:08:04.722574] [INFO ] [FORECASTER] Starting predict_future for SMRT [2025-10-09T00:08:04.753764] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:04.754611] [DEBUG] [LOCAL ] No optimal features file found for SMRT: ./output/feature-sets/SMRT.txt [2025-10-09T00:08:04.754725] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:04.754799] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:04.754868] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:04.754972] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:04.776447] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:04.777347] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:04.777470] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:04.777568] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:04.817026] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:04.817199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:04.817246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:04.817289] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:04.822039] [DEBUG] [FORECASTER] SMRT: Forecast T+1@11:T+2@11: UP (p=56.68%) [2025-10-09T00:08:04.822367] [INFO ] [FORECASTER] Completed predict_future for SMRT [2025-10-09T00:08:04.822513] [INFO ] [sig ] SMRT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:05.002133] [INFO ] [LOCAL ] Saved forecast: SMRT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SMRT.txt [2025-10-09T00:08:05.002431] [WARN ] [sig ] [1809/2211] Failed SMRT after 0.3s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:05.002512] [INFO ] [sig ] [1810/2211] Forecasting SMWB... [2025-10-09T00:08:05.002582] [INFO ] [sig ] Generating forecast for: SMWB [2025-10-09T00:08:05.002681] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMWB' from 'https://tdm.silogroup.org/data/derivative_storage/SMWB.csv'. [2025-10-09T00:08:05.014038] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SMWB'. [2025-10-09T00:08:05.014456] [INFO ] [FORECASTER] Starting predict_future for SMWB [2025-10-09T00:08:05.041327] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:05.042199] [DEBUG] [LOCAL ] No optimal features file found for SMWB: ./output/feature-sets/SMWB.txt [2025-10-09T00:08:05.042278] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:05.042369] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:05.042453] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:05.042586] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:05.060254] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:05.060975] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:05.061117] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:05.061192] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:05.087524] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:05.087668] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:05.087754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:05.087808] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:05.091352] [DEBUG] [FORECASTER] SMWB: Forecast T+1@11:T+2@11: DOWN (p=0.40%) [2025-10-09T00:08:05.091696] [INFO ] [FORECASTER] Completed predict_future for SMWB [2025-10-09T00:08:05.091851] [INFO ] [sig ] SMWB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:05.232262] [INFO ] [LOCAL ] Saved forecast: SMWB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SMWB.txt [2025-10-09T00:08:05.232554] [WARN ] [sig ] [1810/2211] Failed SMWB after 0.2s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:05.232683] [INFO ] [sig ] [1811/2211] Forecasting SN... [2025-10-09T00:08:05.232771] [INFO ] [sig ] Generating forecast for: SN [2025-10-09T00:08:05.232858] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SN' from 'https://tdm.silogroup.org/data/derivative_storage/SN.csv'. [2025-10-09T00:08:05.242815] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SN'. [2025-10-09T00:08:05.243220] [INFO ] [FORECASTER] Starting predict_future for SN [2025-10-09T00:08:05.268400] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:05.269234] [DEBUG] [LOCAL ] No optimal features file found for SN: ./output/feature-sets/SN.txt [2025-10-09T00:08:05.269334] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:05.269425] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:05.269510] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:05.269664] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:05.287001] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:05.287622] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:05.287750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:05.287836] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:05.313881] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:05.314025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:05.314067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:05.314100] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:05.317424] [DEBUG] [FORECASTER] SN: Forecast T+1@11:T+2@11: UP (p=99.48%) [2025-10-09T00:08:05.317752] [INFO ] [FORECASTER] Completed predict_future for SN [2025-10-09T00:08:05.317895] [INFO ] [sig ] SN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:05.496789] [INFO ] [LOCAL ] Saved forecast: SN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SN.txt [2025-10-09T00:08:05.497109] [WARN ] [sig ] [1811/2211] Failed SN after 0.3s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:05.497210] [INFO ] [sig ] [1812/2211] Forecasting SNA... [2025-10-09T00:08:05.497294] [INFO ] [sig ] Generating forecast for: SNA [2025-10-09T00:08:05.497377] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNA' from 'https://tdm.silogroup.org/data/derivative_storage/SNA.csv'. [2025-10-09T00:08:05.508004] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNA'. [2025-10-09T00:08:05.508488] [INFO ] [FORECASTER] Starting predict_future for SNA [2025-10-09T00:08:05.534872] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:05.535709] [DEBUG] [LOCAL ] No optimal features file found for SNA: ./output/feature-sets/SNA.txt [2025-10-09T00:08:05.535803] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:05.535886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:05.535965] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:05.536086] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:05.554043] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:05.554715] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:05.554819] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:05.554904] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:05.587694] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:05.587838] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:05.587886] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:05.587924] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:05.591683] [DEBUG] [FORECASTER] SNA: Forecast T+1@11:T+2@11: DOWN (p=42.46%) [2025-10-09T00:08:05.591982] [INFO ] [FORECASTER] Completed predict_future for SNA [2025-10-09T00:08:05.592114] [INFO ] [sig ] SNA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:05.732944] [INFO ] [LOCAL ] Saved forecast: SNA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SNA.txt [2025-10-09T00:08:05.733258] [WARN ] [sig ] [1812/2211] Failed SNA after 0.2s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:05.733359] [INFO ] [sig ] [1813/2211] Forecasting SNAP... [2025-10-09T00:08:05.733450] [INFO ] [sig ] Generating forecast for: SNAP [2025-10-09T00:08:05.733539] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNAP' from 'https://tdm.silogroup.org/data/derivative_storage/SNAP.csv'. [2025-10-09T00:08:05.743752] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNAP'. [2025-10-09T00:08:05.744160] [INFO ] [FORECASTER] Starting predict_future for SNAP [2025-10-09T00:08:05.770150] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:05.771082] [DEBUG] [LOCAL ] No optimal features file found for SNAP: ./output/feature-sets/SNAP.txt [2025-10-09T00:08:05.771161] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:05.771251] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:05.771335] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:05.771467] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:05.789028] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:05.789784] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:05.789895] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:05.789980] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:05.817044] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:05.817234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:05.817303] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:05.817341] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:05.821021] [DEBUG] [FORECASTER] SNAP: Forecast T+1@11:T+2@11: UP (p=51.07%) [2025-10-09T00:08:05.821332] [INFO ] [FORECASTER] Completed predict_future for SNAP [2025-10-09T00:08:05.821471] [INFO ] [sig ] SNAP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:05.969499] [INFO ] [LOCAL ] Saved forecast: SNAP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SNAP.txt [2025-10-09T00:08:05.969820] [WARN ] [sig ] [1813/2211] Failed SNAP after 0.2s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:05.969905] [INFO ] [sig ] [1814/2211] Forecasting SNDA... [2025-10-09T00:08:05.969989] [INFO ] [sig ] Generating forecast for: SNDA [2025-10-09T00:08:05.970082] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNDA' from 'https://tdm.silogroup.org/data/derivative_storage/SNDA.csv'. [2025-10-09T00:08:05.980583] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNDA'. [2025-10-09T00:08:05.980991] [INFO ] [FORECASTER] Starting predict_future for SNDA [2025-10-09T00:08:06.007711] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:06.008502] [DEBUG] [LOCAL ] No optimal features file found for SNDA: ./output/feature-sets/SNDA.txt [2025-10-09T00:08:06.008581] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:06.008681] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:06.008753] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:06.008854] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:06.026300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:06.026999] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:06.027105] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:06.027176] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:06.059467] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:06.059600] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:06.059663] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:06.059728] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:06.063027] [DEBUG] [FORECASTER] SNDA: Forecast T+1@11:T+2@11: DOWN (p=39.28%) [2025-10-09T00:08:06.063313] [INFO ] [FORECASTER] Completed predict_future for SNDA [2025-10-09T00:08:06.063444] [INFO ] [sig ] SNDA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:06.204186] [INFO ] [LOCAL ] Saved forecast: SNDA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SNDA.txt [2025-10-09T00:08:06.204450] [WARN ] [sig ] [1814/2211] Failed SNDA after 0.2s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:06.204547] [INFO ] [sig ] [1815/2211] Forecasting SNDR... [2025-10-09T00:08:06.204631] [INFO ] [sig ] Generating forecast for: SNDR [2025-10-09T00:08:06.204728] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNDR' from 'https://tdm.silogroup.org/data/derivative_storage/SNDR.csv'. [2025-10-09T00:08:06.215444] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNDR'. [2025-10-09T00:08:06.215850] [INFO ] [FORECASTER] Starting predict_future for SNDR [2025-10-09T00:08:06.241275] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:06.242109] [DEBUG] [LOCAL ] No optimal features file found for SNDR: ./output/feature-sets/SNDR.txt [2025-10-09T00:08:06.242189] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:06.242263] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:06.242331] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:06.242474] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:06.260185] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:06.260899] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:06.261006] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:06.261089] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:06.305046] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:06.305252] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:06.305300] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:06.305335] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:06.308978] [DEBUG] [FORECASTER] SNDR: Forecast T+1@11:T+2@11: DOWN (p=46.33%) [2025-10-09T00:08:06.309322] [INFO ] [FORECASTER] Completed predict_future for SNDR [2025-10-09T00:08:06.309471] [INFO ] [sig ] SNDR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:06.451887] [INFO ] [LOCAL ] Saved forecast: SNDR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SNDR.txt [2025-10-09T00:08:06.452184] [WARN ] [sig ] [1815/2211] Failed SNDR after 0.2s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:06.452263] [INFO ] [sig ] [1816/2211] Forecasting SNN... [2025-10-09T00:08:06.452317] [INFO ] [sig ] Generating forecast for: SNN [2025-10-09T00:08:06.452363] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNN' from 'https://tdm.silogroup.org/data/derivative_storage/SNN.csv'. [2025-10-09T00:08:06.464003] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNN'. [2025-10-09T00:08:06.464511] [INFO ] [FORECASTER] Starting predict_future for SNN [2025-10-09T00:08:06.491551] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:06.492416] [DEBUG] [LOCAL ] No optimal features file found for SNN: ./output/feature-sets/SNN.txt [2025-10-09T00:08:06.492495] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:06.492582] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:06.492686] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:06.492796] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:06.510705] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:06.511452] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:06.511561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:06.511664] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:06.555157] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:06.555368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:06.555416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:06.555449] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:06.559067] [DEBUG] [FORECASTER] SNN: Forecast T+1@11:T+2@11: DOWN (p=32.66%) [2025-10-09T00:08:06.559409] [INFO ] [FORECASTER] Completed predict_future for SNN [2025-10-09T00:08:06.559561] [INFO ] [sig ] SNN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:06.704962] [INFO ] [LOCAL ] Saved forecast: SNN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SNN.txt [2025-10-09T00:08:06.705219] [WARN ] [sig ] [1816/2211] Failed SNN after 0.3s | 5.27 sym/s | Total: 5.7m | ETA: 1.3m [2025-10-09T00:08:06.705298] [INFO ] [sig ] [1817/2211] Forecasting SNOW... [2025-10-09T00:08:06.705448] [INFO ] [sig ] Generating forecast for: SNOW [2025-10-09T00:08:06.705518] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNOW' from 'https://tdm.silogroup.org/data/derivative_storage/SNOW.csv'. [2025-10-09T00:08:06.715971] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNOW'. [2025-10-09T00:08:06.716296] [INFO ] [FORECASTER] Starting predict_future for SNOW [2025-10-09T00:08:06.741549] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:06.742358] [DEBUG] [LOCAL ] No optimal features file found for SNOW: ./output/feature-sets/SNOW.txt [2025-10-09T00:08:06.743286] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:06.743360] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:06.743428] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:06.743528] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:06.761124] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:06.761734] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:06.761850] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:06.761920] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:06.800500] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:06.800853] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:06.800932] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:06.800992] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:06.805605] [DEBUG] [FORECASTER] SNOW: Forecast T+1@11:T+2@11: DOWN (p=5.90%) [2025-10-09T00:08:06.806339] [INFO ] [FORECASTER] Completed predict_future for SNOW [2025-10-09T00:08:06.806522] [INFO ] [sig ] SNOW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:06.946545] [INFO ] [LOCAL ] Saved forecast: SNOW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SNOW.txt [2025-10-09T00:08:06.946800] [WARN ] [sig ] [1817/2211] Failed SNOW after 0.2s | 5.27 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:06.946881] [INFO ] [sig ] [1818/2211] Forecasting SNV... [2025-10-09T00:08:06.946952] [INFO ] [sig ] Generating forecast for: SNV [2025-10-09T00:08:06.947023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNV' from 'https://tdm.silogroup.org/data/derivative_storage/SNV.csv'. [2025-10-09T00:08:06.958501] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNV'. [2025-10-09T00:08:06.958850] [INFO ] [FORECASTER] Starting predict_future for SNV [2025-10-09T00:08:06.985025] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:06.985813] [DEBUG] [LOCAL ] No optimal features file found for SNV: ./output/feature-sets/SNV.txt [2025-10-09T00:08:06.985889] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:06.985977] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:06.986060] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:06.986171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:07.003514] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:07.004216] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:07.004320] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:07.004404] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:07.053468] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:07.053585] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:07.053628] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:07.053700] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:07.057028] [DEBUG] [FORECASTER] SNV: Forecast T+1@11:T+2@11: UP (p=90.26%) [2025-10-09T00:08:07.057309] [INFO ] [FORECASTER] Completed predict_future for SNV [2025-10-09T00:08:07.057449] [INFO ] [sig ] SNV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:07.198249] [INFO ] [LOCAL ] Saved forecast: SNV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SNV.txt [2025-10-09T00:08:07.198538] [WARN ] [sig ] [1818/2211] Failed SNV after 0.3s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:07.198619] [INFO ] [sig ] [1819/2211] Forecasting SNX... [2025-10-09T00:08:07.198786] [INFO ] [sig ] Generating forecast for: SNX [2025-10-09T00:08:07.198862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNX' from 'https://tdm.silogroup.org/data/derivative_storage/SNX.csv'. [2025-10-09T00:08:07.209836] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SNX'. [2025-10-09T00:08:07.210190] [INFO ] [FORECASTER] Starting predict_future for SNX [2025-10-09T00:08:07.235529] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:07.236340] [DEBUG] [LOCAL ] No optimal features file found for SNX: ./output/feature-sets/SNX.txt [2025-10-09T00:08:07.236434] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:07.236518] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:07.236599] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:07.236749] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:07.254092] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:07.254729] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:07.254829] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:07.254909] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:07.298531] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:07.298671] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:07.298737] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:07.298775] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:07.302037] [DEBUG] [FORECASTER] SNX: Forecast T+1@11:T+2@11: DOWN (p=33.00%) [2025-10-09T00:08:07.302313] [INFO ] [FORECASTER] Completed predict_future for SNX [2025-10-09T00:08:07.302448] [INFO ] [sig ] SNX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:07.442225] [INFO ] [LOCAL ] Saved forecast: SNX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SNX.txt [2025-10-09T00:08:07.442478] [WARN ] [sig ] [1819/2211] Failed SNX after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:07.442555] [INFO ] [sig ] [1820/2211] Forecasting SO... [2025-10-09T00:08:07.442622] [INFO ] [sig ] Generating forecast for: SO [2025-10-09T00:08:07.442705] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SO' from 'https://tdm.silogroup.org/data/derivative_storage/SO.csv'. [2025-10-09T00:08:07.453077] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SO'. [2025-10-09T00:08:07.453396] [INFO ] [FORECASTER] Starting predict_future for SO [2025-10-09T00:08:07.478704] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:07.479479] [DEBUG] [LOCAL ] No optimal features file found for SO: ./output/feature-sets/SO.txt [2025-10-09T00:08:07.479559] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:07.479631] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:07.479715] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:07.479821] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:07.497204] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:07.497811] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:07.497912] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:07.497982] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:07.541554] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:07.541665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:07.541731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:07.541768] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:07.544851] [DEBUG] [FORECASTER] SO: Forecast T+1@11:T+2@11: DOWN (p=43.76%) [2025-10-09T00:08:07.545126] [INFO ] [FORECASTER] Completed predict_future for SO [2025-10-09T00:08:07.545259] [INFO ] [sig ] SO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:07.688493] [INFO ] [LOCAL ] Saved forecast: SO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SO.txt [2025-10-09T00:08:07.688780] [WARN ] [sig ] [1820/2211] Failed SO after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:07.688862] [INFO ] [sig ] [1821/2211] Forecasting SOBO... [2025-10-09T00:08:07.688931] [INFO ] [sig ] Generating forecast for: SOBO [2025-10-09T00:08:07.689010] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOBO' from 'https://tdm.silogroup.org/data/derivative_storage/SOBO.csv'. [2025-10-09T00:08:07.701742] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SOBO'. [2025-10-09T00:08:07.702205] [INFO ] [FORECASTER] Starting predict_future for SOBO [2025-10-09T00:08:07.731778] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:07.732931] [DEBUG] [LOCAL ] No optimal features file found for SOBO: ./output/feature-sets/SOBO.txt [2025-10-09T00:08:07.733012] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:07.733087] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:07.733156] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:07.733256] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:07.753753] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:07.754446] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:07.754561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:07.754634] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:07.796380] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:07.796547] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:07.796594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:07.796630] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:07.800844] [DEBUG] [FORECASTER] SOBO: Forecast T+1@11:T+2@11: DOWN (p=43.05%) [2025-10-09T00:08:07.801205] [INFO ] [FORECASTER] Completed predict_future for SOBO [2025-10-09T00:08:07.801364] [INFO ] [sig ] SOBO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:07.964805] [INFO ] [LOCAL ] Saved forecast: SOBO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SOBO.txt [2025-10-09T00:08:07.965108] [WARN ] [sig ] [1821/2211] Failed SOBO after 0.3s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:07.965188] [INFO ] [sig ] [1822/2211] Forecasting SOC... [2025-10-09T00:08:07.965258] [INFO ] [sig ] Generating forecast for: SOC [2025-10-09T00:08:07.965330] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOC' from 'https://tdm.silogroup.org/data/derivative_storage/SOC.csv'. [2025-10-09T00:08:07.976353] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SOC'. [2025-10-09T00:08:07.976762] [INFO ] [FORECASTER] Starting predict_future for SOC [2025-10-09T00:08:08.002129] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:08.002884] [DEBUG] [LOCAL ] No optimal features file found for SOC: ./output/feature-sets/SOC.txt [2025-10-09T00:08:08.002960] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:08.003031] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:08.003099] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:08.003197] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:08.020513] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:08.021123] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:08.021225] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:08.021294] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:08.052798] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:08.052896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:08.052936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:08.052976] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:08.056074] [DEBUG] [FORECASTER] SOC: Forecast T+1@11:T+2@11: UP (p=97.70%) [2025-10-09T00:08:08.056365] [INFO ] [FORECASTER] Completed predict_future for SOC [2025-10-09T00:08:08.056495] [INFO ] [sig ] SOC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:08.195137] [INFO ] [LOCAL ] Saved forecast: SOC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SOC.txt [2025-10-09T00:08:08.195407] [WARN ] [sig ] [1822/2211] Failed SOC after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:08.195489] [INFO ] [sig ] [1823/2211] Forecasting SOJC... [2025-10-09T00:08:08.195558] [INFO ] [sig ] Generating forecast for: SOJC [2025-10-09T00:08:08.195629] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOJC' from 'https://tdm.silogroup.org/data/derivative_storage/SOJC.csv'. [2025-10-09T00:08:08.205726] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'SOJC'. [2025-10-09T00:08:08.206045] [INFO ] [FORECASTER] Starting predict_future for SOJC [2025-10-09T00:08:08.231391] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:08.232148] [DEBUG] [LOCAL ] No optimal features file found for SOJC: ./output/feature-sets/SOJC.txt [2025-10-09T00:08:08.232226] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:08.232297] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:08.232368] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:08.232466] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:08.249857] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:08.250437] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:08.250539] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:08.250609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:08.280796] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:08.280885] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:08.280926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:08.280960] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:08.284015] [DEBUG] [FORECASTER] SOJC: Forecast T+1@11:T+2@11: UP (p=88.47%) [2025-10-09T00:08:08.284286] [INFO ] [FORECASTER] Completed predict_future for SOJC [2025-10-09T00:08:08.284428] [INFO ] [sig ] SOJC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:08.423500] [INFO ] [LOCAL ] Saved forecast: SOJC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SOJC.txt [2025-10-09T00:08:08.423787] [WARN ] [sig ] [1823/2211] Failed SOJC after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:08.423867] [INFO ] [sig ] [1824/2211] Forecasting SOJD... [2025-10-09T00:08:08.423943] [INFO ] [sig ] Generating forecast for: SOJD [2025-10-09T00:08:08.424024] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOJD' from 'https://tdm.silogroup.org/data/derivative_storage/SOJD.csv'. [2025-10-09T00:08:08.434605] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SOJD'. [2025-10-09T00:08:08.434996] [INFO ] [FORECASTER] Starting predict_future for SOJD [2025-10-09T00:08:08.460159] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:08.460927] [DEBUG] [LOCAL ] No optimal features file found for SOJD: ./output/feature-sets/SOJD.txt [2025-10-09T00:08:08.461004] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:08.461075] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:08.461144] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:08.461243] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:08.478562] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:08.479154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:08.479271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:08.479360] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:08.514253] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:08.514353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:08.514394] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:08.514426] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:08.517599] [DEBUG] [FORECASTER] SOJD: Forecast T+1@11:T+2@11: UP (p=65.41%) [2025-10-09T00:08:08.517906] [INFO ] [FORECASTER] Completed predict_future for SOJD [2025-10-09T00:08:08.518055] [INFO ] [sig ] SOJD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:08.661821] [INFO ] [LOCAL ] Saved forecast: SOJD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SOJD.txt [2025-10-09T00:08:08.662086] [WARN ] [sig ] [1824/2211] Failed SOJD after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:08.662174] [INFO ] [sig ] [1825/2211] Forecasting SOJE... [2025-10-09T00:08:08.662252] [INFO ] [sig ] Generating forecast for: SOJE [2025-10-09T00:08:08.662321] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOJE' from 'https://tdm.silogroup.org/data/derivative_storage/SOJE.csv'. [2025-10-09T00:08:08.672174] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SOJE'. [2025-10-09T00:08:08.672479] [INFO ] [FORECASTER] Starting predict_future for SOJE [2025-10-09T00:08:08.697833] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:08.698581] [DEBUG] [LOCAL ] No optimal features file found for SOJE: ./output/feature-sets/SOJE.txt [2025-10-09T00:08:08.698680] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:08.698738] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:08.698799] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:08.698875] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:08.716190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:08.716809] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:08.716910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:08.716987] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:08.750433] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:08.750539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:08.750580] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:08.750613] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:08.753783] [DEBUG] [FORECASTER] SOJE: Forecast T+1@11:T+2@11: UP (p=95.55%) [2025-10-09T00:08:08.754059] [INFO ] [FORECASTER] Completed predict_future for SOJE [2025-10-09T00:08:08.754201] [INFO ] [sig ] SOJE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:08.893526] [INFO ] [LOCAL ] Saved forecast: SOJE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SOJE.txt [2025-10-09T00:08:08.893806] [WARN ] [sig ] [1825/2211] Failed SOJE after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:08.893887] [INFO ] [sig ] [1826/2211] Forecasting SOL... [2025-10-09T00:08:08.893962] [INFO ] [sig ] Generating forecast for: SOL [2025-10-09T00:08:08.894033] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOL' from 'https://tdm.silogroup.org/data/derivative_storage/SOL.csv'. [2025-10-09T00:08:08.905070] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SOL'. [2025-10-09T00:08:08.905553] [INFO ] [FORECASTER] Starting predict_future for SOL [2025-10-09T00:08:08.931368] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:08.932192] [DEBUG] [LOCAL ] No optimal features file found for SOL: ./output/feature-sets/SOL.txt [2025-10-09T00:08:08.932315] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:08.932399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:08.932470] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:08.932634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:08.951044] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:08.951723] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:08.951833] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:08.951919] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:08.987043] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:08.987186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:08.987228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:08.987262] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:08.990804] [DEBUG] [FORECASTER] SOL: Forecast T+1@11:T+2@11: UP (p=95.81%) [2025-10-09T00:08:08.991105] [INFO ] [FORECASTER] Completed predict_future for SOL [2025-10-09T00:08:08.991258] [INFO ] [sig ] SOL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:09.139569] [INFO ] [LOCAL ] Saved forecast: SOL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SOL.txt [2025-10-09T00:08:09.139900] [WARN ] [sig ] [1826/2211] Failed SOL after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:09.140003] [INFO ] [sig ] [1827/2211] Forecasting SOLV... [2025-10-09T00:08:09.140089] [INFO ] [sig ] Generating forecast for: SOLV [2025-10-09T00:08:09.140179] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOLV' from 'https://tdm.silogroup.org/data/derivative_storage/SOLV.csv'. [2025-10-09T00:08:09.150832] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SOLV'. [2025-10-09T00:08:09.151200] [INFO ] [FORECASTER] Starting predict_future for SOLV [2025-10-09T00:08:09.177074] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:09.177909] [DEBUG] [LOCAL ] No optimal features file found for SOLV: ./output/feature-sets/SOLV.txt [2025-10-09T00:08:09.177988] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:09.178062] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:09.178146] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:09.178272] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:09.196619] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:09.197363] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:09.197472] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:09.197544] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:09.232350] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:09.232522] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:09.232570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:09.232603] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:09.236275] [DEBUG] [FORECASTER] SOLV: Forecast T+1@11:T+2@11: UP (p=81.97%) [2025-10-09T00:08:09.236579] [INFO ] [FORECASTER] Completed predict_future for SOLV [2025-10-09T00:08:09.236782] [INFO ] [sig ] SOLV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:09.380304] [INFO ] [LOCAL ] Saved forecast: SOLV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SOLV.txt [2025-10-09T00:08:09.380594] [WARN ] [sig ] [1827/2211] Failed SOLV after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:09.380713] [INFO ] [sig ] [1828/2211] Forecasting SON... [2025-10-09T00:08:09.380793] [INFO ] [sig ] Generating forecast for: SON [2025-10-09T00:08:09.380886] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SON' from 'https://tdm.silogroup.org/data/derivative_storage/SON.csv'. [2025-10-09T00:08:09.391229] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SON'. [2025-10-09T00:08:09.391548] [INFO ] [FORECASTER] Starting predict_future for SON [2025-10-09T00:08:09.416611] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:09.417468] [DEBUG] [LOCAL ] No optimal features file found for SON: ./output/feature-sets/SON.txt [2025-10-09T00:08:09.417548] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:09.417621] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:09.417711] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:09.417809] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:09.435150] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:09.435833] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:09.435940] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:09.436010] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:09.471815] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:09.471989] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:09.472037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:09.472071] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:09.475559] [DEBUG] [FORECASTER] SON: Forecast T+1@11:T+2@11: UP (p=98.38%) [2025-10-09T00:08:09.475889] [INFO ] [FORECASTER] Completed predict_future for SON [2025-10-09T00:08:09.476044] [INFO ] [sig ] SON: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:09.614992] [INFO ] [LOCAL ] Saved forecast: SON 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SON.txt [2025-10-09T00:08:09.615283] [WARN ] [sig ] [1828/2211] Failed SON after 0.2s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:09.615362] [INFO ] [sig ] [1829/2211] Forecasting SONY... [2025-10-09T00:08:09.615432] [INFO ] [sig ] Generating forecast for: SONY [2025-10-09T00:08:09.615501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SONY' from 'https://tdm.silogroup.org/data/derivative_storage/SONY.csv'. [2025-10-09T00:08:09.626275] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SONY'. [2025-10-09T00:08:09.626618] [INFO ] [FORECASTER] Starting predict_future for SONY [2025-10-09T00:08:09.652802] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:09.653668] [DEBUG] [LOCAL ] No optimal features file found for SONY: ./output/feature-sets/SONY.txt [2025-10-09T00:08:09.653750] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:09.653822] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:09.653890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:09.653991] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:09.673059] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:09.673851] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:09.673962] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:09.674033] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:09.710889] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:09.711078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:09.711128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:09.711164] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:09.714998] [DEBUG] [FORECASTER] SONY: Forecast T+1@11:T+2@11: DOWN (p=4.52%) [2025-10-09T00:08:09.715319] [INFO ] [FORECASTER] Completed predict_future for SONY [2025-10-09T00:08:09.715463] [INFO ] [sig ] SONY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:09.868248] [INFO ] [LOCAL ] Saved forecast: SONY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SONY.txt [2025-10-09T00:08:09.868605] [WARN ] [sig ] [1829/2211] Failed SONY after 0.3s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:09.868707] [INFO ] [sig ] [1830/2211] Forecasting SOR... [2025-10-09T00:08:09.868776] [INFO ] [sig ] Generating forecast for: SOR [2025-10-09T00:08:09.868845] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOR' from 'https://tdm.silogroup.org/data/derivative_storage/SOR.csv'. [2025-10-09T00:08:09.880084] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SOR'. [2025-10-09T00:08:09.880494] [INFO ] [FORECASTER] Starting predict_future for SOR [2025-10-09T00:08:09.908504] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:09.909441] [DEBUG] [LOCAL ] No optimal features file found for SOR: ./output/feature-sets/SOR.txt [2025-10-09T00:08:09.909532] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:09.909605] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:09.909697] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:09.909831] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:09.929584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:09.930496] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:09.930611] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:09.930703] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:09.968567] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:09.968771] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:09.968857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:09.968923] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:09.973513] [DEBUG] [FORECASTER] SOR: Forecast T+1@11:T+2@11: DOWN (p=47.15%) [2025-10-09T00:08:09.974024] [INFO ] [FORECASTER] Completed predict_future for SOR [2025-10-09T00:08:09.974241] [INFO ] [sig ] SOR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:10.122489] [INFO ] [LOCAL ] Saved forecast: SOR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SOR.txt [2025-10-09T00:08:10.122983] [WARN ] [sig ] [1830/2211] Failed SOR after 0.3s | 5.26 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:10.123069] [INFO ] [sig ] [1831/2211] Forecasting SOS... [2025-10-09T00:08:10.123135] [INFO ] [sig ] Generating forecast for: SOS [2025-10-09T00:08:10.123204] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOS' from 'https://tdm.silogroup.org/data/derivative_storage/SOS.csv'. [2025-10-09T00:08:10.133781] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'SOS'. [2025-10-09T00:08:10.134169] [INFO ] [FORECASTER] Starting predict_future for SOS [2025-10-09T00:08:10.160783] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:10.161678] [DEBUG] [LOCAL ] No optimal features file found for SOS: ./output/feature-sets/SOS.txt [2025-10-09T00:08:10.161761] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:10.161835] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:10.161904] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:10.162002] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:10.181253] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:10.182020] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:10.182131] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:10.182201] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:10.226321] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:10.226502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:10.226553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:10.226590] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:10.230535] [DEBUG] [FORECASTER] SOS: Forecast T+1@11:T+2@11: DOWN (p=0.76%) [2025-10-09T00:08:10.230918] [INFO ] [FORECASTER] Completed predict_future for SOS [2025-10-09T00:08:10.231129] [INFO ] [sig ] SOS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:10.399003] [INFO ] [LOCAL ] Saved forecast: SOS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SOS.txt [2025-10-09T00:08:10.399352] [WARN ] [sig ] [1831/2211] Failed SOS after 0.3s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:10.399438] [INFO ] [sig ] [1832/2211] Forecasting SPB... [2025-10-09T00:08:10.399509] [INFO ] [sig ] Generating forecast for: SPB [2025-10-09T00:08:10.399692] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPB' from 'https://tdm.silogroup.org/data/derivative_storage/SPB.csv'. [2025-10-09T00:08:10.410488] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPB'. [2025-10-09T00:08:10.410853] [INFO ] [FORECASTER] Starting predict_future for SPB [2025-10-09T00:08:10.436762] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:10.437586] [DEBUG] [LOCAL ] No optimal features file found for SPB: ./output/feature-sets/SPB.txt [2025-10-09T00:08:10.437692] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:10.437767] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:10.437836] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:10.437937] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:10.455577] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:10.456268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:10.456379] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:10.456450] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:10.491729] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:10.491904] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:10.491947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:10.491981] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:10.495367] [DEBUG] [FORECASTER] SPB: Forecast T+1@11:T+2@11: UP (p=86.47%) [2025-10-09T00:08:10.495874] [INFO ] [FORECASTER] Completed predict_future for SPB [2025-10-09T00:08:10.496034] [INFO ] [sig ] SPB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:10.641898] [INFO ] [LOCAL ] Saved forecast: SPB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPB.txt [2025-10-09T00:08:10.642219] [WARN ] [sig ] [1832/2211] Failed SPB after 0.2s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:10.642300] [INFO ] [sig ] [1833/2211] Forecasting SPCE... [2025-10-09T00:08:10.642370] [INFO ] [sig ] Generating forecast for: SPCE [2025-10-09T00:08:10.642441] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPCE' from 'https://tdm.silogroup.org/data/derivative_storage/SPCE.csv'. [2025-10-09T00:08:10.653673] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPCE'. [2025-10-09T00:08:10.654025] [INFO ] [FORECASTER] Starting predict_future for SPCE [2025-10-09T00:08:10.680080] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:10.680959] [DEBUG] [LOCAL ] No optimal features file found for SPCE: ./output/feature-sets/SPCE.txt [2025-10-09T00:08:10.681067] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:10.681165] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:10.681246] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:10.681366] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:10.698827] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:10.699471] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:10.699580] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:10.699683] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:10.734539] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:10.734688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:10.734753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:10.734790] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:10.738043] [DEBUG] [FORECASTER] SPCE: Forecast T+1@11:T+2@11: DOWN (p=28.31%) [2025-10-09T00:08:10.738353] [INFO ] [FORECASTER] Completed predict_future for SPCE [2025-10-09T00:08:10.738493] [INFO ] [sig ] SPCE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:10.879976] [INFO ] [LOCAL ] Saved forecast: SPCE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SPCE.txt [2025-10-09T00:08:10.880265] [WARN ] [sig ] [1833/2211] Failed SPCE after 0.2s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:10.880365] [INFO ] [sig ] [1834/2211] Forecasting SPE... [2025-10-09T00:08:10.880451] [INFO ] [sig ] Generating forecast for: SPE [2025-10-09T00:08:10.880537] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPE' from 'https://tdm.silogroup.org/data/derivative_storage/SPE.csv'. [2025-10-09T00:08:10.895064] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'SPE'. [2025-10-09T00:08:10.895524] [INFO ] [FORECASTER] Starting predict_future for SPE [2025-10-09T00:08:10.923106] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:10.923978] [DEBUG] [LOCAL ] No optimal features file found for SPE: ./output/feature-sets/SPE.txt [2025-10-09T00:08:10.924057] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:10.924131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:10.924200] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:10.924300] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:10.943217] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:10.944044] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:10.944166] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:10.944239] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:10.988405] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:10.988590] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:10.988639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:10.988733] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:10.992624] [DEBUG] [FORECASTER] SPE: Forecast T+1@11:T+2@11: UP (p=95.42%) [2025-10-09T00:08:10.992994] [INFO ] [FORECASTER] Completed predict_future for SPE [2025-10-09T00:08:10.993150] [INFO ] [sig ] SPE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:11.136272] [INFO ] [LOCAL ] Saved forecast: SPE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPE.txt [2025-10-09T00:08:11.136557] [WARN ] [sig ] [1834/2211] Failed SPE after 0.3s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:11.136639] [INFO ] [sig ] [1835/2211] Forecasting SPG... [2025-10-09T00:08:11.136759] [INFO ] [sig ] Generating forecast for: SPG [2025-10-09T00:08:11.136903] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPG' from 'https://tdm.silogroup.org/data/derivative_storage/SPG.csv'. [2025-10-09T00:08:11.147991] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPG'. [2025-10-09T00:08:11.148395] [INFO ] [FORECASTER] Starting predict_future for SPG [2025-10-09T00:08:11.174491] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:11.175295] [DEBUG] [LOCAL ] No optimal features file found for SPG: ./output/feature-sets/SPG.txt [2025-10-09T00:08:11.175376] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:11.175451] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:11.175522] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:11.175621] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:11.193334] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:11.194107] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:11.194219] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:11.194292] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:11.240758] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:11.240978] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:11.241043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:11.241077] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:11.245026] [DEBUG] [FORECASTER] SPG: Forecast T+1@11:T+2@11: DOWN (p=8.71%) [2025-10-09T00:08:11.245350] [INFO ] [FORECASTER] Completed predict_future for SPG [2025-10-09T00:08:11.245504] [INFO ] [sig ] SPG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:11.388214] [INFO ] [LOCAL ] Saved forecast: SPG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SPG.txt [2025-10-09T00:08:11.388716] [WARN ] [sig ] [1835/2211] Failed SPG after 0.3s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:11.388795] [INFO ] [sig ] [1836/2211] Forecasting SPGI... [2025-10-09T00:08:11.388868] [INFO ] [sig ] Generating forecast for: SPGI [2025-10-09T00:08:11.388935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPGI' from 'https://tdm.silogroup.org/data/derivative_storage/SPGI.csv'. [2025-10-09T00:08:11.401669] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPGI'. [2025-10-09T00:08:11.402030] [INFO ] [FORECASTER] Starting predict_future for SPGI [2025-10-09T00:08:11.428190] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:11.429101] [DEBUG] [LOCAL ] No optimal features file found for SPGI: ./output/feature-sets/SPGI.txt [2025-10-09T00:08:11.429194] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:11.429299] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:11.429372] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:11.429476] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:11.447351] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:11.448328] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:11.448453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:11.448527] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:11.497413] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:11.497629] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:11.497721] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:11.497774] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:11.501575] [DEBUG] [FORECASTER] SPGI: Forecast T+1@11:T+2@11: UP (p=55.74%) [2025-10-09T00:08:11.501952] [INFO ] [FORECASTER] Completed predict_future for SPGI [2025-10-09T00:08:11.502149] [INFO ] [sig ] SPGI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:11.644934] [INFO ] [LOCAL ] Saved forecast: SPGI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPGI.txt [2025-10-09T00:08:11.645219] [WARN ] [sig ] [1836/2211] Failed SPGI after 0.3s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:11.645299] [INFO ] [sig ] [1837/2211] Forecasting SPH... [2025-10-09T00:08:11.645371] [INFO ] [sig ] Generating forecast for: SPH [2025-10-09T00:08:11.645441] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPH' from 'https://tdm.silogroup.org/data/derivative_storage/SPH.csv'. [2025-10-09T00:08:11.656049] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPH'. [2025-10-09T00:08:11.656391] [INFO ] [FORECASTER] Starting predict_future for SPH [2025-10-09T00:08:11.682240] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:11.683029] [DEBUG] [LOCAL ] No optimal features file found for SPH: ./output/feature-sets/SPH.txt [2025-10-09T00:08:11.683109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:11.683182] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:11.683252] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:11.683350] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:11.701401] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:11.702028] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:11.702135] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:11.702207] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:11.744850] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:11.745064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:11.745114] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:11.745148] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:11.748813] [DEBUG] [FORECASTER] SPH: Forecast T+1@11:T+2@11: UP (p=89.88%) [2025-10-09T00:08:11.749114] [INFO ] [FORECASTER] Completed predict_future for SPH [2025-10-09T00:08:11.749286] [INFO ] [sig ] SPH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:11.892783] [INFO ] [LOCAL ] Saved forecast: SPH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPH.txt [2025-10-09T00:08:11.893034] [WARN ] [sig ] [1837/2211] Failed SPH after 0.2s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:11.893113] [INFO ] [sig ] [1838/2211] Forecasting SPHR... [2025-10-09T00:08:11.893184] [INFO ] [sig ] Generating forecast for: SPHR [2025-10-09T00:08:11.893257] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPHR' from 'https://tdm.silogroup.org/data/derivative_storage/SPHR.csv'. [2025-10-09T00:08:11.903618] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPHR'. [2025-10-09T00:08:11.903963] [INFO ] [FORECASTER] Starting predict_future for SPHR [2025-10-09T00:08:11.929394] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:11.930210] [DEBUG] [LOCAL ] No optimal features file found for SPHR: ./output/feature-sets/SPHR.txt [2025-10-09T00:08:11.930289] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:11.930362] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:11.930443] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:11.930555] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:11.948118] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:11.948736] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:11.948841] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:11.948946] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:11.997183] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:11.997362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:11.997427] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:11.997464] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:12.001495] [DEBUG] [FORECASTER] SPHR: Forecast T+1@11:T+2@11: UP (p=98.07%) [2025-10-09T00:08:12.001854] [INFO ] [FORECASTER] Completed predict_future for SPHR [2025-10-09T00:08:12.002030] [INFO ] [sig ] SPHR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:12.144619] [INFO ] [LOCAL ] Saved forecast: SPHR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPHR.txt [2025-10-09T00:08:12.144901] [WARN ] [sig ] [1838/2211] Failed SPHR after 0.3s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:12.144981] [INFO ] [sig ] [1839/2211] Forecasting SPIR... [2025-10-09T00:08:12.145053] [INFO ] [sig ] Generating forecast for: SPIR [2025-10-09T00:08:12.145106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPIR' from 'https://tdm.silogroup.org/data/derivative_storage/SPIR.csv'. [2025-10-09T00:08:12.156073] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPIR'. [2025-10-09T00:08:12.156385] [INFO ] [FORECASTER] Starting predict_future for SPIR [2025-10-09T00:08:12.182632] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:12.183429] [DEBUG] [LOCAL ] No optimal features file found for SPIR: ./output/feature-sets/SPIR.txt [2025-10-09T00:08:12.183510] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:12.183599] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:12.183709] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:12.183836] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:12.201402] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:12.202040] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:12.202147] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:12.202232] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:12.251109] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:12.251203] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:12.251242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:12.251275] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:12.254479] [DEBUG] [FORECASTER] SPIR: Forecast T+1@11:T+2@11: DOWN (p=6.92%) [2025-10-09T00:08:12.254793] [INFO ] [FORECASTER] Completed predict_future for SPIR [2025-10-09T00:08:12.254957] [INFO ] [sig ] SPIR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:12.395676] [INFO ] [LOCAL ] Saved forecast: SPIR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SPIR.txt [2025-10-09T00:08:12.395910] [WARN ] [sig ] [1839/2211] Failed SPIR after 0.3s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:12.395990] [INFO ] [sig ] [1840/2211] Forecasting SPMC... [2025-10-09T00:08:12.396062] [INFO ] [sig ] Generating forecast for: SPMC [2025-10-09T00:08:12.396136] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPMC' from 'https://tdm.silogroup.org/data/derivative_storage/SPMC.csv'. [2025-10-09T00:08:12.407156] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPMC'. [2025-10-09T00:08:12.407474] [INFO ] [FORECASTER] Starting predict_future for SPMC [2025-10-09T00:08:12.432863] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:12.433608] [DEBUG] [LOCAL ] No optimal features file found for SPMC: ./output/feature-sets/SPMC.txt [2025-10-09T00:08:12.433723] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:12.433799] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:12.433869] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:12.433968] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:12.451429] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:12.452038] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:12.452142] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:12.452214] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:12.493839] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:12.493927] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:12.493967] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:12.493999] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:12.497075] [DEBUG] [FORECASTER] SPMC: Forecast T+1@11:T+2@11: DOWN (p=2.42%) [2025-10-09T00:08:12.497344] [INFO ] [FORECASTER] Completed predict_future for SPMC [2025-10-09T00:08:12.497487] [INFO ] [sig ] SPMC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:12.637106] [INFO ] [LOCAL ] Saved forecast: SPMC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SPMC.txt [2025-10-09T00:08:12.637319] [WARN ] [sig ] [1840/2211] Failed SPMC after 0.2s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:12.637398] [INFO ] [sig ] [1841/2211] Forecasting SPNT... [2025-10-09T00:08:12.637490] [INFO ] [sig ] Generating forecast for: SPNT [2025-10-09T00:08:12.637564] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPNT' from 'https://tdm.silogroup.org/data/derivative_storage/SPNT.csv'. [2025-10-09T00:08:12.648682] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPNT'. [2025-10-09T00:08:12.649001] [INFO ] [FORECASTER] Starting predict_future for SPNT [2025-10-09T00:08:12.674284] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:12.675052] [DEBUG] [LOCAL ] No optimal features file found for SPNT: ./output/feature-sets/SPNT.txt [2025-10-09T00:08:12.675133] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:12.675203] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:12.675270] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:12.675364] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:12.692746] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:12.693329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:12.693432] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:12.693500] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:12.734155] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:12.734255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:12.734296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:12.734329] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:12.737496] [DEBUG] [FORECASTER] SPNT: Forecast T+1@11:T+2@11: UP (p=89.99%) [2025-10-09T00:08:12.737817] [INFO ] [FORECASTER] Completed predict_future for SPNT [2025-10-09T00:08:12.737963] [INFO ] [sig ] SPNT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:12.876811] [INFO ] [LOCAL ] Saved forecast: SPNT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPNT.txt [2025-10-09T00:08:12.877052] [WARN ] [sig ] [1841/2211] Failed SPNT after 0.2s | 5.25 sym/s | Total: 5.8m | ETA: 1.2m [2025-10-09T00:08:12.877130] [INFO ] [sig ] [1842/2211] Forecasting SPOT... [2025-10-09T00:08:12.877198] [INFO ] [sig ] Generating forecast for: SPOT [2025-10-09T00:08:12.877273] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPOT' from 'https://tdm.silogroup.org/data/derivative_storage/SPOT.csv'. [2025-10-09T00:08:12.886994] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPOT'. [2025-10-09T00:08:12.887316] [INFO ] [FORECASTER] Starting predict_future for SPOT [2025-10-09T00:08:12.912691] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:12.913407] [DEBUG] [LOCAL ] No optimal features file found for SPOT: ./output/feature-sets/SPOT.txt [2025-10-09T00:08:12.913485] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:12.913555] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:12.913622] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:12.913738] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:12.931004] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:12.931575] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:12.931705] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:12.931775] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:12.957881] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:12.957986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:12.958027] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:12.958060] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:12.961236] [DEBUG] [FORECASTER] SPOT: Forecast T+1@11:T+2@11: UP (p=77.58%) [2025-10-09T00:08:12.961511] [INFO ] [FORECASTER] Completed predict_future for SPOT [2025-10-09T00:08:12.961637] [INFO ] [sig ] SPOT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:13.108080] [INFO ] [LOCAL ] Saved forecast: SPOT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPOT.txt [2025-10-09T00:08:13.108313] [WARN ] [sig ] [1842/2211] Failed SPOT after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:13.108393] [INFO ] [sig ] [1843/2211] Forecasting SPR... [2025-10-09T00:08:13.108469] [INFO ] [sig ] Generating forecast for: SPR [2025-10-09T00:08:13.108540] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPR' from 'https://tdm.silogroup.org/data/derivative_storage/SPR.csv'. [2025-10-09T00:08:13.119240] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPR'. [2025-10-09T00:08:13.119600] [INFO ] [FORECASTER] Starting predict_future for SPR [2025-10-09T00:08:13.145571] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:13.146351] [DEBUG] [LOCAL ] No optimal features file found for SPR: ./output/feature-sets/SPR.txt [2025-10-09T00:08:13.146431] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:13.146507] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:13.146583] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:13.146718] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:13.164625] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:13.165256] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:13.165364] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:13.165435] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:13.205760] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:13.205859] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:13.205901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:13.205933] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:13.209067] [DEBUG] [FORECASTER] SPR: Forecast T+1@11:T+2@11: UP (p=77.96%) [2025-10-09T00:08:13.209386] [INFO ] [FORECASTER] Completed predict_future for SPR [2025-10-09T00:08:13.209542] [INFO ] [sig ] SPR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:13.355586] [INFO ] [LOCAL ] Saved forecast: SPR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPR.txt [2025-10-09T00:08:13.355955] [WARN ] [sig ] [1843/2211] Failed SPR after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:13.356036] [INFO ] [sig ] [1844/2211] Forecasting SPRU... [2025-10-09T00:08:13.356107] [INFO ] [sig ] Generating forecast for: SPRU [2025-10-09T00:08:13.356177] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPRU' from 'https://tdm.silogroup.org/data/derivative_storage/SPRU.csv'. [2025-10-09T00:08:13.367628] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPRU'. [2025-10-09T00:08:13.368022] [INFO ] [FORECASTER] Starting predict_future for SPRU [2025-10-09T00:08:13.394263] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:13.395093] [DEBUG] [LOCAL ] No optimal features file found for SPRU: ./output/feature-sets/SPRU.txt [2025-10-09T00:08:13.395178] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:13.395251] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:13.395323] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:13.395423] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:13.413769] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:13.414393] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:13.414504] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:13.414572] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:13.454035] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:13.454204] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:13.454250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:13.454284] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:13.457998] [DEBUG] [FORECASTER] SPRU: Forecast T+1@11:T+2@11: DOWN (p=32.18%) [2025-10-09T00:08:13.458308] [INFO ] [FORECASTER] Completed predict_future for SPRU [2025-10-09T00:08:13.458460] [INFO ] [sig ] SPRU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:13.600429] [INFO ] [LOCAL ] Saved forecast: SPRU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SPRU.txt [2025-10-09T00:08:13.600788] [WARN ] [sig ] [1844/2211] Failed SPRU after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:13.600870] [INFO ] [sig ] [1845/2211] Forecasting SPXC... [2025-10-09T00:08:13.600953] [INFO ] [sig ] Generating forecast for: SPXC [2025-10-09T00:08:13.601038] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPXC' from 'https://tdm.silogroup.org/data/derivative_storage/SPXC.csv'. [2025-10-09T00:08:13.611850] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPXC'. [2025-10-09T00:08:13.612238] [INFO ] [FORECASTER] Starting predict_future for SPXC [2025-10-09T00:08:13.643331] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:13.644892] [DEBUG] [LOCAL ] No optimal features file found for SPXC: ./output/feature-sets/SPXC.txt [2025-10-09T00:08:13.644970] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:13.645042] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:13.645110] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:13.645208] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:13.666638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:13.667282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:13.667387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:13.667479] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:13.701728] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:13.701823] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:13.701863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:13.701896] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:13.704984] [DEBUG] [FORECASTER] SPXC: Forecast T+1@11:T+2@11: DOWN (p=29.30%) [2025-10-09T00:08:13.705264] [INFO ] [FORECASTER] Completed predict_future for SPXC [2025-10-09T00:08:13.705397] [INFO ] [sig ] SPXC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:13.846432] [INFO ] [LOCAL ] Saved forecast: SPXC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SPXC.txt [2025-10-09T00:08:13.846716] [WARN ] [sig ] [1845/2211] Failed SPXC after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:13.846796] [INFO ] [sig ] [1846/2211] Forecasting SPXX... [2025-10-09T00:08:13.846866] [INFO ] [sig ] Generating forecast for: SPXX [2025-10-09T00:08:13.846936] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPXX' from 'https://tdm.silogroup.org/data/derivative_storage/SPXX.csv'. [2025-10-09T00:08:13.857748] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SPXX'. [2025-10-09T00:08:13.858098] [INFO ] [FORECASTER] Starting predict_future for SPXX [2025-10-09T00:08:13.883963] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:13.884790] [DEBUG] [LOCAL ] No optimal features file found for SPXX: ./output/feature-sets/SPXX.txt [2025-10-09T00:08:13.884869] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:13.884941] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:13.885035] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:13.885157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:13.902524] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:13.903178] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:13.903287] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:13.903373] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:13.937570] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:13.937684] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:13.937748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:13.937785] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:13.940974] [DEBUG] [FORECASTER] SPXX: Forecast T+1@11:T+2@11: UP (p=95.06%) [2025-10-09T00:08:13.941246] [INFO ] [FORECASTER] Completed predict_future for SPXX [2025-10-09T00:08:13.941384] [INFO ] [sig ] SPXX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:14.082088] [INFO ] [LOCAL ] Saved forecast: SPXX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SPXX.txt [2025-10-09T00:08:14.082348] [WARN ] [sig ] [1846/2211] Failed SPXX after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:14.082428] [INFO ] [sig ] [1847/2211] Forecasting SQM... [2025-10-09T00:08:14.082498] [INFO ] [sig ] Generating forecast for: SQM [2025-10-09T00:08:14.082613] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SQM' from 'https://tdm.silogroup.org/data/derivative_storage/SQM.csv'. [2025-10-09T00:08:14.092814] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SQM'. [2025-10-09T00:08:14.093150] [INFO ] [FORECASTER] Starting predict_future for SQM [2025-10-09T00:08:14.118481] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:14.119237] [DEBUG] [LOCAL ] No optimal features file found for SQM: ./output/feature-sets/SQM.txt [2025-10-09T00:08:14.119354] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:14.119440] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:14.119524] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:14.119638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:14.137367] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:14.138006] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:14.138110] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:14.138191] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:14.169318] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:14.169420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:14.169462] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:14.169496] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:14.172748] [DEBUG] [FORECASTER] SQM: Forecast T+1@11:T+2@11: DOWN (p=13.19%) [2025-10-09T00:08:14.173051] [INFO ] [FORECASTER] Completed predict_future for SQM [2025-10-09T00:08:14.173211] [INFO ] [sig ] SQM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:14.314238] [INFO ] [LOCAL ] Saved forecast: SQM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SQM.txt [2025-10-09T00:08:14.314503] [WARN ] [sig ] [1847/2211] Failed SQM after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:14.314603] [INFO ] [sig ] [1848/2211] Forecasting SQNS... [2025-10-09T00:08:14.314714] [INFO ] [sig ] Generating forecast for: SQNS [2025-10-09T00:08:14.314798] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SQNS' from 'https://tdm.silogroup.org/data/derivative_storage/SQNS.csv'. [2025-10-09T00:08:14.324723] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SQNS'. [2025-10-09T00:08:14.325051] [INFO ] [FORECASTER] Starting predict_future for SQNS [2025-10-09T00:08:14.350525] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:14.351264] [DEBUG] [LOCAL ] No optimal features file found for SQNS: ./output/feature-sets/SQNS.txt [2025-10-09T00:08:14.351342] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:14.351412] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:14.351479] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:14.351573] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:14.369085] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:14.369712] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:14.369815] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:14.369881] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:14.401930] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:14.402021] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:14.402061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:14.402093] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:14.405192] [DEBUG] [FORECASTER] SQNS: Forecast T+1@11:T+2@11: UP (p=91.50%) [2025-10-09T00:08:14.405463] [INFO ] [FORECASTER] Completed predict_future for SQNS [2025-10-09T00:08:14.405594] [INFO ] [sig ] SQNS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:14.546433] [INFO ] [LOCAL ] Saved forecast: SQNS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SQNS.txt [2025-10-09T00:08:14.546695] [WARN ] [sig ] [1848/2211] Failed SQNS after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:14.546774] [INFO ] [sig ] [1849/2211] Forecasting SR... [2025-10-09T00:08:14.546844] [INFO ] [sig ] Generating forecast for: SR [2025-10-09T00:08:14.546950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SR' from 'https://tdm.silogroup.org/data/derivative_storage/SR.csv'. [2025-10-09T00:08:14.556671] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SR'. [2025-10-09T00:08:14.556983] [INFO ] [FORECASTER] Starting predict_future for SR [2025-10-09T00:08:14.583175] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:14.583951] [DEBUG] [LOCAL ] No optimal features file found for SR: ./output/feature-sets/SR.txt [2025-10-09T00:08:14.584029] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:14.584100] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:14.584167] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:14.584267] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:14.601993] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:14.602562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:14.602716] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:14.602788] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:14.636481] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:14.636669] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:14.636748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:14.636807] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:14.640436] [DEBUG] [FORECASTER] SR: Forecast T+1@11:T+2@11: UP (p=95.76%) [2025-10-09T00:08:14.640849] [INFO ] [FORECASTER] Completed predict_future for SR [2025-10-09T00:08:14.641005] [INFO ] [sig ] SR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:14.782454] [INFO ] [LOCAL ] Saved forecast: SR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SR.txt [2025-10-09T00:08:14.782725] [WARN ] [sig ] [1849/2211] Failed SR after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.2m [2025-10-09T00:08:14.782805] [INFO ] [sig ] [1850/2211] Forecasting SRE... [2025-10-09T00:08:14.782875] [INFO ] [sig ] Generating forecast for: SRE [2025-10-09T00:08:14.782943] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRE' from 'https://tdm.silogroup.org/data/derivative_storage/SRE.csv'. [2025-10-09T00:08:14.793714] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SRE'. [2025-10-09T00:08:14.794026] [INFO ] [FORECASTER] Starting predict_future for SRE [2025-10-09T00:08:14.819364] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:14.820146] [DEBUG] [LOCAL ] No optimal features file found for SRE: ./output/feature-sets/SRE.txt [2025-10-09T00:08:14.820223] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:14.820293] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:14.820360] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:14.820456] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:14.837967] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:14.838546] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:14.838666] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:14.838738] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:14.869314] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:14.869409] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:14.869448] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:14.869482] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:14.872614] [DEBUG] [FORECASTER] SRE: Forecast T+1@11:T+2@11: UP (p=97.60%) [2025-10-09T00:08:14.872985] [INFO ] [FORECASTER] Completed predict_future for SRE [2025-10-09T00:08:14.873153] [INFO ] [sig ] SRE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:15.013779] [INFO ] [LOCAL ] Saved forecast: SRE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SRE.txt [2025-10-09T00:08:15.014003] [WARN ] [sig ] [1850/2211] Failed SRE after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:15.014083] [INFO ] [sig ] [1851/2211] Forecasting SREA... [2025-10-09T00:08:15.014167] [INFO ] [sig ] Generating forecast for: SREA [2025-10-09T00:08:15.014239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SREA' from 'https://tdm.silogroup.org/data/derivative_storage/SREA.csv'. [2025-10-09T00:08:15.024013] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SREA'. [2025-10-09T00:08:15.024338] [INFO ] [FORECASTER] Starting predict_future for SREA [2025-10-09T00:08:15.049612] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:15.050374] [DEBUG] [LOCAL ] No optimal features file found for SREA: ./output/feature-sets/SREA.txt [2025-10-09T00:08:15.050451] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:15.050522] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:15.050588] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:15.050707] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:15.068122] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:15.068723] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:15.068825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:15.068893] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:15.101833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:15.101925] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:15.101968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:15.102001] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:15.105078] [DEBUG] [FORECASTER] SREA: Forecast T+1@11:T+2@11: DOWN (p=3.68%) [2025-10-09T00:08:15.105353] [INFO ] [FORECASTER] Completed predict_future for SREA [2025-10-09T00:08:15.105483] [INFO ] [sig ] SREA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:15.246747] [INFO ] [LOCAL ] Saved forecast: SREA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SREA.txt [2025-10-09T00:08:15.246982] [WARN ] [sig ] [1851/2211] Failed SREA after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:15.247057] [INFO ] [sig ] [1852/2211] Forecasting SRFM... [2025-10-09T00:08:15.247127] [INFO ] [sig ] Generating forecast for: SRFM [2025-10-09T00:08:15.247195] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRFM' from 'https://tdm.silogroup.org/data/derivative_storage/SRFM.csv'. [2025-10-09T00:08:15.257744] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SRFM'. [2025-10-09T00:08:15.258064] [INFO ] [FORECASTER] Starting predict_future for SRFM [2025-10-09T00:08:15.283388] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:15.284136] [DEBUG] [LOCAL ] No optimal features file found for SRFM: ./output/feature-sets/SRFM.txt [2025-10-09T00:08:15.284217] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:15.284288] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:15.284355] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:15.284450] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:15.302011] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:15.302605] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:15.302729] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:15.302815] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:15.336684] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:15.336800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:15.336842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:15.336876] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:15.340152] [DEBUG] [FORECASTER] SRFM: Forecast T+1@11:T+2@11: DOWN (p=8.79%) [2025-10-09T00:08:15.340435] [INFO ] [FORECASTER] Completed predict_future for SRFM [2025-10-09T00:08:15.340568] [INFO ] [sig ] SRFM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:15.486326] [INFO ] [LOCAL ] Saved forecast: SRFM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SRFM.txt [2025-10-09T00:08:15.486602] [WARN ] [sig ] [1852/2211] Failed SRFM after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:15.486708] [INFO ] [sig ] [1853/2211] Forecasting SRG... [2025-10-09T00:08:15.486779] [INFO ] [sig ] Generating forecast for: SRG [2025-10-09T00:08:15.486849] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRG' from 'https://tdm.silogroup.org/data/derivative_storage/SRG.csv'. [2025-10-09T00:08:15.497781] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SRG'. [2025-10-09T00:08:15.498099] [INFO ] [FORECASTER] Starting predict_future for SRG [2025-10-09T00:08:15.523802] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:15.524529] [DEBUG] [LOCAL ] No optimal features file found for SRG: ./output/feature-sets/SRG.txt [2025-10-09T00:08:15.524606] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:15.524699] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:15.524774] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:15.524872] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:15.542912] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:15.543528] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:15.543629] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:15.543713] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:15.579239] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:15.579377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:15.579453] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:15.579494] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:15.582673] [DEBUG] [FORECASTER] SRG: Forecast T+1@11:T+2@11: DOWN (p=10.43%) [2025-10-09T00:08:15.582955] [INFO ] [FORECASTER] Completed predict_future for SRG [2025-10-09T00:08:15.583090] [INFO ] [sig ] SRG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:15.723996] [INFO ] [LOCAL ] Saved forecast: SRG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SRG.txt [2025-10-09T00:08:15.724236] [WARN ] [sig ] [1853/2211] Failed SRG after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:15.724318] [INFO ] [sig ] [1854/2211] Forecasting SRI... [2025-10-09T00:08:15.724387] [INFO ] [sig ] Generating forecast for: SRI [2025-10-09T00:08:15.724457] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRI' from 'https://tdm.silogroup.org/data/derivative_storage/SRI.csv'. [2025-10-09T00:08:15.734917] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SRI'. [2025-10-09T00:08:15.735227] [INFO ] [FORECASTER] Starting predict_future for SRI [2025-10-09T00:08:15.761132] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:15.762037] [DEBUG] [LOCAL ] No optimal features file found for SRI: ./output/feature-sets/SRI.txt [2025-10-09T00:08:15.762115] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:15.762206] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:15.762293] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:15.762396] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:15.780053] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:15.780695] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:15.780798] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:15.780869] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:15.813862] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:15.813972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:15.814042] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:15.814088] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:15.817199] [DEBUG] [FORECASTER] SRI: Forecast T+1@11:T+2@11: UP (p=99.09%) [2025-10-09T00:08:15.817472] [INFO ] [FORECASTER] Completed predict_future for SRI [2025-10-09T00:08:15.817611] [INFO ] [sig ] SRI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:15.960359] [INFO ] [LOCAL ] Saved forecast: SRI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SRI.txt [2025-10-09T00:08:15.960610] [WARN ] [sig ] [1854/2211] Failed SRI after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:15.960726] [INFO ] [sig ] [1855/2211] Forecasting SRV... [2025-10-09T00:08:15.960823] [INFO ] [sig ] Generating forecast for: SRV [2025-10-09T00:08:15.960896] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRV' from 'https://tdm.silogroup.org/data/derivative_storage/SRV.csv'. [2025-10-09T00:08:15.970841] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SRV'. [2025-10-09T00:08:15.971151] [INFO ] [FORECASTER] Starting predict_future for SRV [2025-10-09T00:08:15.996785] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:15.997500] [DEBUG] [LOCAL ] No optimal features file found for SRV: ./output/feature-sets/SRV.txt [2025-10-09T00:08:15.997580] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:15.997677] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:15.997750] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:15.997849] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:16.015614] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:16.016204] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:16.016309] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:16.016381] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:16.052493] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:16.052600] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:16.052662] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:16.052731] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:16.055993] [DEBUG] [FORECASTER] SRV: Forecast T+1@11:T+2@11: UP (p=74.85%) [2025-10-09T00:08:16.056274] [INFO ] [FORECASTER] Completed predict_future for SRV [2025-10-09T00:08:16.056420] [INFO ] [sig ] SRV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:16.203805] [INFO ] [LOCAL ] Saved forecast: SRV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SRV.txt [2025-10-09T00:08:16.204074] [WARN ] [sig ] [1855/2211] Failed SRV after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:16.204159] [INFO ] [sig ] [1856/2211] Forecasting SSB... [2025-10-09T00:08:16.204227] [INFO ] [sig ] Generating forecast for: SSB [2025-10-09T00:08:16.204296] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSB' from 'https://tdm.silogroup.org/data/derivative_storage/SSB.csv'. [2025-10-09T00:08:16.215330] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SSB'. [2025-10-09T00:08:16.215672] [INFO ] [FORECASTER] Starting predict_future for SSB [2025-10-09T00:08:16.242037] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:16.242812] [DEBUG] [LOCAL ] No optimal features file found for SSB: ./output/feature-sets/SSB.txt [2025-10-09T00:08:16.242889] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:16.242939] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:16.242975] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:16.243045] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:16.260430] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:16.261104] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:16.261208] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:16.261276] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:16.295561] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:16.295681] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:16.295745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:16.295781] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:16.298882] [DEBUG] [FORECASTER] SSB: Forecast T+1@11:T+2@11: DOWN (p=26.58%) [2025-10-09T00:08:16.299155] [INFO ] [FORECASTER] Completed predict_future for SSB [2025-10-09T00:08:16.299321] [INFO ] [sig ] SSB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:16.439877] [INFO ] [LOCAL ] Saved forecast: SSB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SSB.txt [2025-10-09T00:08:16.440114] [WARN ] [sig ] [1856/2211] Failed SSB after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:16.440192] [INFO ] [sig ] [1857/2211] Forecasting SSD... [2025-10-09T00:08:16.440261] [INFO ] [sig ] Generating forecast for: SSD [2025-10-09T00:08:16.440331] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSD' from 'https://tdm.silogroup.org/data/derivative_storage/SSD.csv'. [2025-10-09T00:08:16.444713] [WARN ] [REMOTE ] Historical data not found for symbol 'SSD' (404). [2025-10-09T00:08:16.444898] [FATAL] [sig ] SSD: No historical data fetched. [2025-10-09T00:08:16.444985] [WARN ] [sig ] [1857/2211] Failed SSD after 0.0s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:16.445056] [INFO ] [sig ] [1858/2211] Forecasting SSL... [2025-10-09T00:08:16.445121] [INFO ] [sig ] Generating forecast for: SSL [2025-10-09T00:08:16.445212] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSL' from 'https://tdm.silogroup.org/data/derivative_storage/SSL.csv'. [2025-10-09T00:08:16.454364] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SSL'. [2025-10-09T00:08:16.454700] [INFO ] [FORECASTER] Starting predict_future for SSL [2025-10-09T00:08:16.480194] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:16.481001] [DEBUG] [LOCAL ] No optimal features file found for SSL: ./output/feature-sets/SSL.txt [2025-10-09T00:08:16.481079] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:16.481164] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:16.481249] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:16.481362] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:16.498930] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:16.499568] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:16.499691] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:16.499790] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:16.532737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:16.532828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:16.532869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:16.532900] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:16.535957] [DEBUG] [FORECASTER] SSL: Forecast T+1@11:T+2@11: UP (p=78.34%) [2025-10-09T00:08:16.536227] [INFO ] [FORECASTER] Completed predict_future for SSL [2025-10-09T00:08:16.536362] [INFO ] [sig ] SSL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:16.676862] [INFO ] [LOCAL ] Saved forecast: SSL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SSL.txt [2025-10-09T00:08:16.677096] [WARN ] [sig ] [1858/2211] Failed SSL after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:16.677172] [INFO ] [sig ] [1859/2211] Forecasting SST... [2025-10-09T00:08:16.677241] [INFO ] [sig ] Generating forecast for: SST [2025-10-09T00:08:16.677311] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SST' from 'https://tdm.silogroup.org/data/derivative_storage/SST.csv'. [2025-10-09T00:08:16.686827] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SST'. [2025-10-09T00:08:16.687129] [INFO ] [FORECASTER] Starting predict_future for SST [2025-10-09T00:08:16.712197] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:16.713006] [DEBUG] [LOCAL ] No optimal features file found for SST: ./output/feature-sets/SST.txt [2025-10-09T00:08:16.713082] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:16.713167] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:16.713254] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:16.713376] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:16.730683] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:16.731284] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:16.731389] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:16.731472] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:16.765490] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:16.765581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:16.765621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:16.765688] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:16.768775] [DEBUG] [FORECASTER] SST: Forecast T+1@11:T+2@11: UP (p=90.58%) [2025-10-09T00:08:16.769048] [INFO ] [FORECASTER] Completed predict_future for SST [2025-10-09T00:08:16.769180] [INFO ] [sig ] SST: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:16.909079] [INFO ] [LOCAL ] Saved forecast: SST 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SST.txt [2025-10-09T00:08:16.909335] [WARN ] [sig ] [1859/2211] Failed SST after 0.2s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:16.909415] [INFO ] [sig ] [1860/2211] Forecasting SSTK... [2025-10-09T00:08:16.909485] [INFO ] [sig ] Generating forecast for: SSTK [2025-10-09T00:08:16.909556] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSTK' from 'https://tdm.silogroup.org/data/derivative_storage/SSTK.csv'. [2025-10-09T00:08:16.919169] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SSTK'. [2025-10-09T00:08:16.923120] [INFO ] [FORECASTER] Starting predict_future for SSTK [2025-10-09T00:08:16.949899] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:16.950670] [DEBUG] [LOCAL ] No optimal features file found for SSTK: ./output/feature-sets/SSTK.txt [2025-10-09T00:08:16.950748] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:16.950847] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:16.950929] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:16.951052] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:16.968701] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:16.969914] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:16.970256] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:16.970330] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:17.009191] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:17.009428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:17.009483] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:17.009520] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:17.013241] [DEBUG] [FORECASTER] SSTK: Forecast T+1@11:T+2@11: UP (p=89.93%) [2025-10-09T00:08:17.013559] [INFO ] [FORECASTER] Completed predict_future for SSTK [2025-10-09T00:08:17.013742] [INFO ] [sig ] SSTK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:17.160303] [INFO ] [LOCAL ] Saved forecast: SSTK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SSTK.txt [2025-10-09T00:08:17.160678] [WARN ] [sig ] [1860/2211] Failed SSTK after 0.3s | 5.24 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:17.160762] [INFO ] [sig ] [1861/2211] Forecasting ST... [2025-10-09T00:08:17.160846] [INFO ] [sig ] Generating forecast for: ST [2025-10-09T00:08:17.160931] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ST' from 'https://tdm.silogroup.org/data/derivative_storage/ST.csv'. [2025-10-09T00:08:17.172142] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ST'. [2025-10-09T00:08:17.172490] [INFO ] [FORECASTER] Starting predict_future for ST [2025-10-09T00:08:17.198354] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:17.199176] [DEBUG] [LOCAL ] No optimal features file found for ST: ./output/feature-sets/ST.txt [2025-10-09T00:08:17.199281] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:17.199372] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:17.199459] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:17.199576] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:17.217889] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:17.218533] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:17.218679] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:17.218756] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:17.256355] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:17.256483] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:17.256554] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:17.256634] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:17.260081] [DEBUG] [FORECASTER] ST: Forecast T+1@11:T+2@11: UP (p=76.65%) [2025-10-09T00:08:17.260376] [INFO ] [FORECASTER] Completed predict_future for ST [2025-10-09T00:08:17.260530] [INFO ] [sig ] ST: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:17.404908] [INFO ] [LOCAL ] Saved forecast: ST 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ST.txt [2025-10-09T00:08:17.405176] [WARN ] [sig ] [1861/2211] Failed ST after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:17.405256] [INFO ] [sig ] [1862/2211] Forecasting STAG... [2025-10-09T00:08:17.405328] [INFO ] [sig ] Generating forecast for: STAG [2025-10-09T00:08:17.405399] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STAG' from 'https://tdm.silogroup.org/data/derivative_storage/STAG.csv'. [2025-10-09T00:08:17.417192] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STAG'. [2025-10-09T00:08:17.417543] [INFO ] [FORECASTER] Starting predict_future for STAG [2025-10-09T00:08:17.444236] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:17.445096] [DEBUG] [LOCAL ] No optimal features file found for STAG: ./output/feature-sets/STAG.txt [2025-10-09T00:08:17.445177] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:17.445258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:17.445345] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:17.445522] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:17.464109] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:17.464796] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:17.464904] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:17.464950] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:17.507103] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:17.507235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:17.507278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:17.507311] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:17.510757] [DEBUG] [FORECASTER] STAG: Forecast T+1@11:T+2@11: UP (p=84.66%) [2025-10-09T00:08:17.511043] [INFO ] [FORECASTER] Completed predict_future for STAG [2025-10-09T00:08:17.511191] [INFO ] [sig ] STAG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:17.654660] [INFO ] [LOCAL ] Saved forecast: STAG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STAG.txt [2025-10-09T00:08:17.654962] [WARN ] [sig ] [1862/2211] Failed STAG after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:17.655041] [INFO ] [sig ] [1863/2211] Forecasting STC... [2025-10-09T00:08:17.655187] [INFO ] [sig ] Generating forecast for: STC [2025-10-09T00:08:17.655260] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STC' from 'https://tdm.silogroup.org/data/derivative_storage/STC.csv'. [2025-10-09T00:08:17.664935] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STC'. [2025-10-09T00:08:17.665284] [INFO ] [FORECASTER] Starting predict_future for STC [2025-10-09T00:08:17.696774] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:17.697696] [DEBUG] [LOCAL ] No optimal features file found for STC: ./output/feature-sets/STC.txt [2025-10-09T00:08:17.697774] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:17.697846] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:17.697926] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:17.698062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:17.715359] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:17.716137] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:17.716246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:17.716328] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:17.743615] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:17.743747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:17.743795] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:17.743830] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:17.747730] [DEBUG] [FORECASTER] STC: Forecast T+1@11:T+2@11: DOWN (p=25.06%) [2025-10-09T00:08:17.748017] [INFO ] [FORECASTER] Completed predict_future for STC [2025-10-09T00:08:17.748167] [INFO ] [sig ] STC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:17.899448] [INFO ] [LOCAL ] Saved forecast: STC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STC.txt [2025-10-09T00:08:17.899759] [WARN ] [sig ] [1863/2211] Failed STC after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:17.899843] [INFO ] [sig ] [1864/2211] Forecasting STE... [2025-10-09T00:08:17.899992] [INFO ] [sig ] Generating forecast for: STE [2025-10-09T00:08:17.900064] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STE' from 'https://tdm.silogroup.org/data/derivative_storage/STE.csv'. [2025-10-09T00:08:17.912402] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STE'. [2025-10-09T00:08:17.912801] [INFO ] [FORECASTER] Starting predict_future for STE [2025-10-09T00:08:17.939410] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:17.940288] [DEBUG] [LOCAL ] No optimal features file found for STE: ./output/feature-sets/STE.txt [2025-10-09T00:08:17.940369] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:17.940443] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:17.940512] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:17.940613] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:17.959239] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:17.959952] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:17.960058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:17.960128] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:17.996547] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:17.996730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:17.996794] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:17.996830] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:18.000299] [DEBUG] [FORECASTER] STE: Forecast T+1@11:T+2@11: UP (p=86.59%) [2025-10-09T00:08:18.000593] [INFO ] [FORECASTER] Completed predict_future for STE [2025-10-09T00:08:18.000772] [INFO ] [sig ] STE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:18.144903] [INFO ] [LOCAL ] Saved forecast: STE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STE.txt [2025-10-09T00:08:18.145165] [WARN ] [sig ] [1864/2211] Failed STE after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:18.145248] [INFO ] [sig ] [1865/2211] Forecasting STEL... [2025-10-09T00:08:18.145321] [INFO ] [sig ] Generating forecast for: STEL [2025-10-09T00:08:18.145390] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STEL' from 'https://tdm.silogroup.org/data/derivative_storage/STEL.csv'. [2025-10-09T00:08:18.155754] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STEL'. [2025-10-09T00:08:18.156108] [INFO ] [FORECASTER] Starting predict_future for STEL [2025-10-09T00:08:18.182075] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:18.182892] [DEBUG] [LOCAL ] No optimal features file found for STEL: ./output/feature-sets/STEL.txt [2025-10-09T00:08:18.182972] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:18.183045] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:18.183115] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:18.183220] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:18.201720] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:18.202343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:18.202448] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:18.202520] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:18.239635] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:18.239792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:18.239835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:18.239869] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:18.243293] [DEBUG] [FORECASTER] STEL: Forecast T+1@11:T+2@11: UP (p=57.53%) [2025-10-09T00:08:18.243583] [INFO ] [FORECASTER] Completed predict_future for STEL [2025-10-09T00:08:18.243756] [INFO ] [sig ] STEL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:18.384555] [INFO ] [LOCAL ] Saved forecast: STEL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STEL.txt [2025-10-09T00:08:18.384842] [WARN ] [sig ] [1865/2211] Failed STEL after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:18.384922] [INFO ] [sig ] [1866/2211] Forecasting STEM... [2025-10-09T00:08:18.384991] [INFO ] [sig ] Generating forecast for: STEM [2025-10-09T00:08:18.385135] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STEM' from 'https://tdm.silogroup.org/data/derivative_storage/STEM.csv'. [2025-10-09T00:08:18.395550] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STEM'. [2025-10-09T00:08:18.395910] [INFO ] [FORECASTER] Starting predict_future for STEM [2025-10-09T00:08:18.421124] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:18.421912] [DEBUG] [LOCAL ] No optimal features file found for STEM: ./output/feature-sets/STEM.txt [2025-10-09T00:08:18.421990] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:18.422061] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:18.422129] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:18.422225] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:18.440914] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:18.441713] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:18.441825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:18.441894] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:18.486390] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:18.487062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:18.487146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:18.487214] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:18.492021] [DEBUG] [FORECASTER] STEM: Forecast T+1@11:T+2@11: DOWN (p=35.85%) [2025-10-09T00:08:18.492370] [INFO ] [FORECASTER] Completed predict_future for STEM [2025-10-09T00:08:18.492551] [INFO ] [sig ] STEM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:18.633574] [INFO ] [LOCAL ] Saved forecast: STEM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STEM.txt [2025-10-09T00:08:18.633866] [WARN ] [sig ] [1866/2211] Failed STEM after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:18.633971] [INFO ] [sig ] [1867/2211] Forecasting STEW... [2025-10-09T00:08:18.634044] [INFO ] [sig ] Generating forecast for: STEW [2025-10-09T00:08:18.634181] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STEW' from 'https://tdm.silogroup.org/data/derivative_storage/STEW.csv'. [2025-10-09T00:08:18.646143] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STEW'. [2025-10-09T00:08:18.646548] [INFO ] [FORECASTER] Starting predict_future for STEW [2025-10-09T00:08:18.672911] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:18.673808] [DEBUG] [LOCAL ] No optimal features file found for STEW: ./output/feature-sets/STEW.txt [2025-10-09T00:08:18.673887] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:18.673977] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:18.674046] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:18.674143] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:18.691664] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:18.692418] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:18.692527] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:18.692595] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:18.729396] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:18.729565] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:18.729609] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:18.729665] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:18.733105] [DEBUG] [FORECASTER] STEW: Forecast T+1@11:T+2@11: DOWN (p=7.79%) [2025-10-09T00:08:18.733391] [INFO ] [FORECASTER] Completed predict_future for STEW [2025-10-09T00:08:18.733530] [INFO ] [sig ] STEW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:18.876000] [INFO ] [LOCAL ] Saved forecast: STEW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STEW.txt [2025-10-09T00:08:18.876323] [WARN ] [sig ] [1867/2211] Failed STEW after 0.2s | 5.23 sym/s | Total: 5.9m | ETA: 1.1m [2025-10-09T00:08:18.876405] [INFO ] [sig ] [1868/2211] Forecasting STK... [2025-10-09T00:08:18.876476] [INFO ] [sig ] Generating forecast for: STK [2025-10-09T00:08:18.876547] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STK' from 'https://tdm.silogroup.org/data/derivative_storage/STK.csv'. [2025-10-09T00:08:18.887446] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STK'. [2025-10-09T00:08:18.887808] [INFO ] [FORECASTER] Starting predict_future for STK [2025-10-09T00:08:18.913227] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:18.914027] [DEBUG] [LOCAL ] No optimal features file found for STK: ./output/feature-sets/STK.txt [2025-10-09T00:08:18.914104] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:18.914175] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:18.914243] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:18.914345] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:18.931866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:18.932439] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:18.932544] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:18.932614] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:18.973128] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:18.973255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:18.973296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:18.973328] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:18.976666] [DEBUG] [FORECASTER] STK: Forecast T+1@11:T+2@11: DOWN (p=9.63%) [2025-10-09T00:08:18.976958] [INFO ] [FORECASTER] Completed predict_future for STK [2025-10-09T00:08:18.977152] [INFO ] [sig ] STK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:19.117834] [INFO ] [LOCAL ] Saved forecast: STK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STK.txt [2025-10-09T00:08:19.118085] [WARN ] [sig ] [1868/2211] Failed STK after 0.2s | 5.23 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:19.118163] [INFO ] [sig ] [1869/2211] Forecasting STLA... [2025-10-09T00:08:19.118234] [INFO ] [sig ] Generating forecast for: STLA [2025-10-09T00:08:19.118309] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STLA' from 'https://tdm.silogroup.org/data/derivative_storage/STLA.csv'. [2025-10-09T00:08:19.129004] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STLA'. [2025-10-09T00:08:19.129371] [INFO ] [FORECASTER] Starting predict_future for STLA [2025-10-09T00:08:19.154518] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:19.155323] [DEBUG] [LOCAL ] No optimal features file found for STLA: ./output/feature-sets/STLA.txt [2025-10-09T00:08:19.155403] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:19.155477] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:19.155546] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:19.155737] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:19.173370] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:19.174034] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:19.174140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:19.174224] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:19.219163] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:19.219378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:19.219441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:19.219479] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:19.222873] [DEBUG] [FORECASTER] STLA: Forecast T+1@11:T+2@11: UP (p=59.71%) [2025-10-09T00:08:19.223163] [INFO ] [FORECASTER] Completed predict_future for STLA [2025-10-09T00:08:19.223312] [INFO ] [sig ] STLA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:19.364591] [INFO ] [LOCAL ] Saved forecast: STLA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STLA.txt [2025-10-09T00:08:19.364881] [WARN ] [sig ] [1869/2211] Failed STLA after 0.2s | 5.23 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:19.364959] [INFO ] [sig ] [1870/2211] Forecasting STM... [2025-10-09T00:08:19.365053] [INFO ] [sig ] Generating forecast for: STM [2025-10-09T00:08:19.365144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STM' from 'https://tdm.silogroup.org/data/derivative_storage/STM.csv'. [2025-10-09T00:08:19.376702] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STM'. [2025-10-09T00:08:19.377061] [INFO ] [FORECASTER] Starting predict_future for STM [2025-10-09T00:08:19.402459] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:19.403319] [DEBUG] [LOCAL ] No optimal features file found for STM: ./output/feature-sets/STM.txt [2025-10-09T00:08:19.403400] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:19.403473] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:19.403554] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:19.403751] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:19.421214] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:19.421911] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:19.422015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:19.422084] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:19.459885] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:19.460038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:19.460082] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:19.460115] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:19.463569] [DEBUG] [FORECASTER] STM: Forecast T+1@11:T+2@11: DOWN (p=16.42%) [2025-10-09T00:08:19.463891] [INFO ] [FORECASTER] Completed predict_future for STM [2025-10-09T00:08:19.464064] [INFO ] [sig ] STM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:19.604548] [INFO ] [LOCAL ] Saved forecast: STM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STM.txt [2025-10-09T00:08:19.604838] [WARN ] [sig ] [1870/2211] Failed STM after 0.2s | 5.23 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:19.604931] [INFO ] [sig ] [1871/2211] Forecasting STN... [2025-10-09T00:08:19.605017] [INFO ] [sig ] Generating forecast for: STN [2025-10-09T00:08:19.605089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STN' from 'https://tdm.silogroup.org/data/derivative_storage/STN.csv'. [2025-10-09T00:08:19.615774] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STN'. [2025-10-09T00:08:19.616131] [INFO ] [FORECASTER] Starting predict_future for STN [2025-10-09T00:08:19.641283] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:19.642107] [DEBUG] [LOCAL ] No optimal features file found for STN: ./output/feature-sets/STN.txt [2025-10-09T00:08:19.642185] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:19.642261] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:19.642343] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:19.642483] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:19.659732] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:19.660354] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:19.660458] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:19.660540] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:19.696583] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:19.696932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:19.696986] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:19.697020] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:19.700698] [DEBUG] [FORECASTER] STN: Forecast T+1@11:T+2@11: DOWN (p=1.20%) [2025-10-09T00:08:19.701006] [INFO ] [FORECASTER] Completed predict_future for STN [2025-10-09T00:08:19.701158] [INFO ] [sig ] STN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:19.841464] [INFO ] [LOCAL ] Saved forecast: STN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STN.txt [2025-10-09T00:08:19.841839] [WARN ] [sig ] [1871/2211] Failed STN after 0.2s | 5.23 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:19.841923] [INFO ] [sig ] [1872/2211] Forecasting STNG... [2025-10-09T00:08:19.842008] [INFO ] [sig ] Generating forecast for: STNG [2025-10-09T00:08:19.842091] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STNG' from 'https://tdm.silogroup.org/data/derivative_storage/STNG.csv'. [2025-10-09T00:08:19.852453] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STNG'. [2025-10-09T00:08:19.852824] [INFO ] [FORECASTER] Starting predict_future for STNG [2025-10-09T00:08:19.878178] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:19.879033] [DEBUG] [LOCAL ] No optimal features file found for STNG: ./output/feature-sets/STNG.txt [2025-10-09T00:08:19.879112] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:19.879185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:19.879280] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:19.879381] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:19.896548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:19.897169] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:19.897272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:19.897342] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:19.935478] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:19.935611] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:19.935681] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:19.935741] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:19.939036] [DEBUG] [FORECASTER] STNG: Forecast T+1@11:T+2@11: UP (p=58.15%) [2025-10-09T00:08:19.939383] [INFO ] [FORECASTER] Completed predict_future for STNG [2025-10-09T00:08:19.939533] [INFO ] [sig ] STNG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:20.078931] [INFO ] [LOCAL ] Saved forecast: STNG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STNG.txt [2025-10-09T00:08:20.079227] [WARN ] [sig ] [1872/2211] Failed STNG after 0.2s | 5.23 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:20.079336] [INFO ] [sig ] [1873/2211] Forecasting STRV... [2025-10-09T00:08:20.079406] [INFO ] [sig ] Generating forecast for: STRV [2025-10-09T00:08:20.079451] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STRV' from 'https://tdm.silogroup.org/data/derivative_storage/STRV.csv'. [2025-10-09T00:08:20.089837] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STRV'. [2025-10-09T00:08:20.090199] [INFO ] [FORECASTER] Starting predict_future for STRV [2025-10-09T00:08:20.117483] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:20.118373] [DEBUG] [LOCAL ] No optimal features file found for STRV: ./output/feature-sets/STRV.txt [2025-10-09T00:08:20.118451] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:20.118523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:20.118591] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:20.118711] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:20.136203] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:20.136959] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:20.137064] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:20.137132] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:20.167513] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:20.167747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:20.167815] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:20.167855] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:20.171714] [DEBUG] [FORECASTER] STRV: Forecast T+1@11:T+2@11: DOWN (p=29.95%) [2025-10-09T00:08:20.172033] [INFO ] [FORECASTER] Completed predict_future for STRV [2025-10-09T00:08:20.172179] [INFO ] [sig ] STRV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:20.348268] [INFO ] [LOCAL ] Saved forecast: STRV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STRV.txt [2025-10-09T00:08:20.348628] [WARN ] [sig ] [1873/2211] Failed STRV after 0.3s | 5.23 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:20.348734] [INFO ] [sig ] [1874/2211] Forecasting STT... [2025-10-09T00:08:20.348819] [INFO ] [sig ] Generating forecast for: STT [2025-10-09T00:08:20.348904] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STT' from 'https://tdm.silogroup.org/data/derivative_storage/STT.csv'. [2025-10-09T00:08:20.359999] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STT'. [2025-10-09T00:08:20.360434] [INFO ] [FORECASTER] Starting predict_future for STT [2025-10-09T00:08:20.388776] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:20.389782] [DEBUG] [LOCAL ] No optimal features file found for STT: ./output/feature-sets/STT.txt [2025-10-09T00:08:20.389889] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:20.389993] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:20.390068] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:20.390166] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:20.412059] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:20.412791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:20.412901] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:20.412972] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:20.452543] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:20.452758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:20.452824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:20.452860] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:20.457125] [DEBUG] [FORECASTER] STT: Forecast T+1@11:T+2@11: UP (p=78.76%) [2025-10-09T00:08:20.457572] [INFO ] [FORECASTER] Completed predict_future for STT [2025-10-09T00:08:20.457778] [INFO ] [sig ] STT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:20.628389] [INFO ] [LOCAL ] Saved forecast: STT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STT.txt [2025-10-09T00:08:20.628704] [WARN ] [sig ] [1874/2211] Failed STT after 0.3s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:20.628795] [INFO ] [sig ] [1875/2211] Forecasting STVN... [2025-10-09T00:08:20.628888] [INFO ] [sig ] Generating forecast for: STVN [2025-10-09T00:08:20.628967] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STVN' from 'https://tdm.silogroup.org/data/derivative_storage/STVN.csv'. [2025-10-09T00:08:20.639747] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STVN'. [2025-10-09T00:08:20.640130] [INFO ] [FORECASTER] Starting predict_future for STVN [2025-10-09T00:08:20.669268] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:20.670170] [DEBUG] [LOCAL ] No optimal features file found for STVN: ./output/feature-sets/STVN.txt [2025-10-09T00:08:20.670252] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:20.670329] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:20.670418] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:20.670555] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:20.692116] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:20.692965] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:20.693073] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:20.693145] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:20.729519] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:20.729772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:20.729842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:20.729880] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:20.733831] [DEBUG] [FORECASTER] STVN: Forecast T+1@11:T+2@11: DOWN (p=39.86%) [2025-10-09T00:08:20.734184] [INFO ] [FORECASTER] Completed predict_future for STVN [2025-10-09T00:08:20.734344] [INFO ] [sig ] STVN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:20.908567] [INFO ] [LOCAL ] Saved forecast: STVN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STVN.txt [2025-10-09T00:08:20.908883] [WARN ] [sig ] [1875/2211] Failed STVN after 0.3s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:20.908966] [INFO ] [sig ] [1876/2211] Forecasting STWD... [2025-10-09T00:08:20.909052] [INFO ] [sig ] Generating forecast for: STWD [2025-10-09T00:08:20.909137] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STWD' from 'https://tdm.silogroup.org/data/derivative_storage/STWD.csv'. [2025-10-09T00:08:20.919547] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STWD'. [2025-10-09T00:08:20.919965] [INFO ] [FORECASTER] Starting predict_future for STWD [2025-10-09T00:08:20.950514] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:20.951355] [DEBUG] [LOCAL ] No optimal features file found for STWD: ./output/feature-sets/STWD.txt [2025-10-09T00:08:20.951435] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:20.951508] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:20.951588] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:20.951721] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:20.975016] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:20.976006] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:20.976118] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:20.976169] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:21.014936] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:21.015105] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:21.015152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:21.015187] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:21.019191] [DEBUG] [FORECASTER] STWD: Forecast T+1@11:T+2@11: UP (p=98.46%) [2025-10-09T00:08:21.019519] [INFO ] [FORECASTER] Completed predict_future for STWD [2025-10-09T00:08:21.019757] [INFO ] [sig ] STWD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:21.195463] [INFO ] [LOCAL ] Saved forecast: STWD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STWD.txt [2025-10-09T00:08:21.195794] [WARN ] [sig ] [1876/2211] Failed STWD after 0.3s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:21.195893] [INFO ] [sig ] [1877/2211] Forecasting STXD... [2025-10-09T00:08:21.195967] [INFO ] [sig ] Generating forecast for: STXD [2025-10-09T00:08:21.196040] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXD' from 'https://tdm.silogroup.org/data/derivative_storage/STXD.csv'. [2025-10-09T00:08:21.206911] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'STXD'. [2025-10-09T00:08:21.207307] [INFO ] [FORECASTER] Starting predict_future for STXD [2025-10-09T00:08:21.236180] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:21.237323] [DEBUG] [LOCAL ] No optimal features file found for STXD: ./output/feature-sets/STXD.txt [2025-10-09T00:08:21.237406] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:21.237482] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:21.237622] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:21.237751] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:21.260802] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:21.261512] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:21.261622] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:21.261744] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:21.313479] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:21.313745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:21.313836] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:21.313909] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:21.318576] [DEBUG] [FORECASTER] STXD: Forecast T+1@11:T+2@11: UP (p=85.75%) [2025-10-09T00:08:21.318972] [INFO ] [FORECASTER] Completed predict_future for STXD [2025-10-09T00:08:21.319177] [INFO ] [sig ] STXD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:21.489694] [INFO ] [LOCAL ] Saved forecast: STXD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STXD.txt [2025-10-09T00:08:21.490007] [WARN ] [sig ] [1877/2211] Failed STXD after 0.3s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:21.490093] [INFO ] [sig ] [1878/2211] Forecasting STXE... [2025-10-09T00:08:21.490164] [INFO ] [sig ] Generating forecast for: STXE [2025-10-09T00:08:21.490239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXE' from 'https://tdm.silogroup.org/data/derivative_storage/STXE.csv'. [2025-10-09T00:08:21.501727] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'STXE'. [2025-10-09T00:08:21.502152] [INFO ] [FORECASTER] Starting predict_future for STXE [2025-10-09T00:08:21.531509] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:21.532368] [DEBUG] [LOCAL ] No optimal features file found for STXE: ./output/feature-sets/STXE.txt [2025-10-09T00:08:21.532449] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:21.532541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:21.532615] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:21.532757] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:21.553762] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:21.554525] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:21.554639] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:21.554747] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:21.594371] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:21.594600] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:21.594725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:21.594799] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:21.598790] [DEBUG] [FORECASTER] STXE: Forecast T+1@11:T+2@11: UP (p=97.86%) [2025-10-09T00:08:21.599132] [INFO ] [FORECASTER] Completed predict_future for STXE [2025-10-09T00:08:21.599357] [INFO ] [sig ] STXE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:21.768908] [INFO ] [LOCAL ] Saved forecast: STXE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STXE.txt [2025-10-09T00:08:21.769223] [WARN ] [sig ] [1878/2211] Failed STXE after 0.3s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:21.769327] [INFO ] [sig ] [1879/2211] Forecasting STXG... [2025-10-09T00:08:21.769379] [INFO ] [sig ] Generating forecast for: STXG [2025-10-09T00:08:21.769446] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXG' from 'https://tdm.silogroup.org/data/derivative_storage/STXG.csv'. [2025-10-09T00:08:21.779602] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'STXG'. [2025-10-09T00:08:21.780041] [INFO ] [FORECASTER] Starting predict_future for STXG [2025-10-09T00:08:21.810294] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:21.811253] [DEBUG] [LOCAL ] No optimal features file found for STXG: ./output/feature-sets/STXG.txt [2025-10-09T00:08:21.811346] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:21.811439] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:21.811523] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:21.811630] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:21.833846] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:21.834823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:21.834939] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:21.835024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:21.873217] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:21.873436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:21.873515] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:21.873579] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:21.877354] [DEBUG] [FORECASTER] STXG: Forecast T+1@11:T+2@11: UP (p=75.76%) [2025-10-09T00:08:21.877693] [INFO ] [FORECASTER] Completed predict_future for STXG [2025-10-09T00:08:21.877906] [INFO ] [sig ] STXG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:22.044195] [INFO ] [LOCAL ] Saved forecast: STXG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STXG.txt [2025-10-09T00:08:22.044531] [WARN ] [sig ] [1879/2211] Failed STXG after 0.3s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:22.044613] [INFO ] [sig ] [1880/2211] Forecasting STXK... [2025-10-09T00:08:22.044706] [INFO ] [sig ] Generating forecast for: STXK [2025-10-09T00:08:22.044778] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXK' from 'https://tdm.silogroup.org/data/derivative_storage/STXK.csv'. [2025-10-09T00:08:22.054828] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'STXK'. [2025-10-09T00:08:22.055228] [INFO ] [FORECASTER] Starting predict_future for STXK [2025-10-09T00:08:22.081893] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:22.082776] [DEBUG] [LOCAL ] No optimal features file found for STXK: ./output/feature-sets/STXK.txt [2025-10-09T00:08:22.082854] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:22.082925] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:22.083019] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:22.083141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:22.101455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:22.102544] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:22.102681] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:22.102768] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:22.138572] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:22.138707] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:22.138768] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:22.138803] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:22.141992] [DEBUG] [FORECASTER] STXK: Forecast T+1@11:T+2@11: DOWN (p=1.77%) [2025-10-09T00:08:22.142271] [INFO ] [FORECASTER] Completed predict_future for STXK [2025-10-09T00:08:22.142413] [INFO ] [sig ] STXK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:22.283972] [INFO ] [LOCAL ] Saved forecast: STXK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STXK.txt [2025-10-09T00:08:22.284273] [WARN ] [sig ] [1880/2211] Failed STXK after 0.2s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:22.284356] [INFO ] [sig ] [1881/2211] Forecasting STXT... [2025-10-09T00:08:22.284426] [INFO ] [sig ] Generating forecast for: STXT [2025-10-09T00:08:22.284496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXT' from 'https://tdm.silogroup.org/data/derivative_storage/STXT.csv'. [2025-10-09T00:08:22.293981] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'STXT'. [2025-10-09T00:08:22.294313] [INFO ] [FORECASTER] Starting predict_future for STXT [2025-10-09T00:08:22.319681] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:22.320493] [DEBUG] [LOCAL ] No optimal features file found for STXT: ./output/feature-sets/STXT.txt [2025-10-09T00:08:22.320572] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:22.320707] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:22.320780] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:22.320889] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:22.338507] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:22.339270] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:22.339379] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:22.339463] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:22.377160] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:22.377282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:22.377325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:22.377358] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:22.380684] [DEBUG] [FORECASTER] STXT: Forecast T+1@11:T+2@11: DOWN (p=10.15%) [2025-10-09T00:08:22.380984] [INFO ] [FORECASTER] Completed predict_future for STXT [2025-10-09T00:08:22.381137] [INFO ] [sig ] STXT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:22.521166] [INFO ] [LOCAL ] Saved forecast: STXT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STXT.txt [2025-10-09T00:08:22.521418] [WARN ] [sig ] [1881/2211] Failed STXT after 0.2s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:22.521495] [INFO ] [sig ] [1882/2211] Forecasting STXV... [2025-10-09T00:08:22.521580] [INFO ] [sig ] Generating forecast for: STXV [2025-10-09T00:08:22.521686] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXV' from 'https://tdm.silogroup.org/data/derivative_storage/STXV.csv'. [2025-10-09T00:08:22.530922] [DEBUG] [REMOTE ] Successfully parsed 1790 rows of historical data for symbol 'STXV'. [2025-10-09T00:08:22.531218] [INFO ] [FORECASTER] Starting predict_future for STXV [2025-10-09T00:08:22.556459] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:22.557235] [DEBUG] [LOCAL ] No optimal features file found for STXV: ./output/feature-sets/STXV.txt [2025-10-09T00:08:22.557311] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:22.557382] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:22.557449] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:22.557545] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:22.575354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:22.575966] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:22.576069] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:22.576138] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:22.612949] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:22.613043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:22.613083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:22.613115] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:22.616265] [DEBUG] [FORECASTER] STXV: Forecast T+1@11:T+2@11: DOWN (p=27.10%) [2025-10-09T00:08:22.616535] [INFO ] [FORECASTER] Completed predict_future for STXV [2025-10-09T00:08:22.616701] [INFO ] [sig ] STXV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:22.759744] [INFO ] [LOCAL ] Saved forecast: STXV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/STXV.txt [2025-10-09T00:08:22.760031] [WARN ] [sig ] [1882/2211] Failed STXV after 0.2s | 5.22 sym/s | Total: 6.0m | ETA: 1.1m [2025-10-09T00:08:22.760110] [INFO ] [sig ] [1883/2211] Forecasting STZ... [2025-10-09T00:08:22.760178] [INFO ] [sig ] Generating forecast for: STZ [2025-10-09T00:08:22.760225] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STZ' from 'https://tdm.silogroup.org/data/derivative_storage/STZ.csv'. [2025-10-09T00:08:22.771221] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'STZ'. [2025-10-09T00:08:22.771523] [INFO ] [FORECASTER] Starting predict_future for STZ [2025-10-09T00:08:22.796872] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:22.797692] [DEBUG] [LOCAL ] No optimal features file found for STZ: ./output/feature-sets/STZ.txt [2025-10-09T00:08:22.797775] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:22.797850] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:22.797923] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:22.798031] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:22.815962] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:22.816526] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:22.816627] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:22.816845] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:22.856076] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:22.856178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:22.856220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:22.856253] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:22.859419] [DEBUG] [FORECASTER] STZ: Forecast T+1@11:T+2@11: UP (p=91.08%) [2025-10-09T00:08:22.859727] [INFO ] [FORECASTER] Completed predict_future for STZ [2025-10-09T00:08:22.859879] [INFO ] [sig ] STZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:23.000101] [INFO ] [LOCAL ] Saved forecast: STZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/STZ.txt [2025-10-09T00:08:23.000359] [WARN ] [sig ] [1883/2211] Failed STZ after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:23.000437] [INFO ] [sig ] [1884/2211] Forecasting SU... [2025-10-09T00:08:23.000506] [INFO ] [sig ] Generating forecast for: SU [2025-10-09T00:08:23.000551] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SU' from 'https://tdm.silogroup.org/data/derivative_storage/SU.csv'. [2025-10-09T00:08:23.011106] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SU'. [2025-10-09T00:08:23.011414] [INFO ] [FORECASTER] Starting predict_future for SU [2025-10-09T00:08:23.036560] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:23.037365] [DEBUG] [LOCAL ] No optimal features file found for SU: ./output/feature-sets/SU.txt [2025-10-09T00:08:23.037442] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:23.037513] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:23.037580] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:23.037699] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:23.055569] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:23.056172] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:23.056274] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:23.056343] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:23.093255] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:23.093375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:23.093416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:23.093450] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:23.096816] [DEBUG] [FORECASTER] SU: Forecast T+1@11:T+2@11: DOWN (p=25.87%) [2025-10-09T00:08:23.097099] [INFO ] [FORECASTER] Completed predict_future for SU [2025-10-09T00:08:23.097252] [INFO ] [sig ] SU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:23.239993] [INFO ] [LOCAL ] Saved forecast: SU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SU.txt [2025-10-09T00:08:23.240224] [WARN ] [sig ] [1884/2211] Failed SU after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:23.240301] [INFO ] [sig ] [1885/2211] Forecasting SUI... [2025-10-09T00:08:23.240370] [INFO ] [sig ] Generating forecast for: SUI [2025-10-09T00:08:23.240440] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUI' from 'https://tdm.silogroup.org/data/derivative_storage/SUI.csv'. [2025-10-09T00:08:23.250968] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SUI'. [2025-10-09T00:08:23.251275] [INFO ] [FORECASTER] Starting predict_future for SUI [2025-10-09T00:08:23.276456] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:23.277202] [DEBUG] [LOCAL ] No optimal features file found for SUI: ./output/feature-sets/SUI.txt [2025-10-09T00:08:23.277278] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:23.277349] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:23.277416] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:23.277513] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:23.295226] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:23.295833] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:23.295933] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:23.296003] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:23.332567] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:23.332686] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:23.332748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:23.332784] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:23.335866] [DEBUG] [FORECASTER] SUI: Forecast T+1@11:T+2@11: UP (p=98.41%) [2025-10-09T00:08:23.336135] [INFO ] [FORECASTER] Completed predict_future for SUI [2025-10-09T00:08:23.336269] [INFO ] [sig ] SUI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:23.479378] [INFO ] [LOCAL ] Saved forecast: SUI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SUI.txt [2025-10-09T00:08:23.479620] [WARN ] [sig ] [1885/2211] Failed SUI after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:23.479728] [INFO ] [sig ] [1886/2211] Forecasting SUN... [2025-10-09T00:08:23.479799] [INFO ] [sig ] Generating forecast for: SUN [2025-10-09T00:08:23.479869] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUN' from 'https://tdm.silogroup.org/data/derivative_storage/SUN.csv'. [2025-10-09T00:08:23.489272] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SUN'. [2025-10-09T00:08:23.489557] [INFO ] [FORECASTER] Starting predict_future for SUN [2025-10-09T00:08:23.514593] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:23.515326] [DEBUG] [LOCAL ] No optimal features file found for SUN: ./output/feature-sets/SUN.txt [2025-10-09T00:08:23.515403] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:23.515473] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:23.515541] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:23.515638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:23.533576] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:23.534166] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:23.534267] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:23.534336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:23.572731] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:23.572862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:23.572921] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:23.572958] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:23.576077] [DEBUG] [FORECASTER] SUN: Forecast T+1@11:T+2@11: UP (p=95.18%) [2025-10-09T00:08:23.576350] [INFO ] [FORECASTER] Completed predict_future for SUN [2025-10-09T00:08:23.576480] [INFO ] [sig ] SUN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:23.718044] [INFO ] [LOCAL ] Saved forecast: SUN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SUN.txt [2025-10-09T00:08:23.718287] [WARN ] [sig ] [1886/2211] Failed SUN after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:23.718365] [INFO ] [sig ] [1887/2211] Forecasting SUPV... [2025-10-09T00:08:23.718433] [INFO ] [sig ] Generating forecast for: SUPV [2025-10-09T00:08:23.718501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUPV' from 'https://tdm.silogroup.org/data/derivative_storage/SUPV.csv'. [2025-10-09T00:08:23.729270] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SUPV'. [2025-10-09T00:08:23.729560] [INFO ] [FORECASTER] Starting predict_future for SUPV [2025-10-09T00:08:23.755183] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:23.755946] [DEBUG] [LOCAL ] No optimal features file found for SUPV: ./output/feature-sets/SUPV.txt [2025-10-09T00:08:23.756022] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:23.756072] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:23.756131] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:23.756227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:23.774057] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:23.774625] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:23.774744] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:23.774813] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:23.810970] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:23.811055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:23.811094] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:23.811127] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:23.814240] [DEBUG] [FORECASTER] SUPV: Forecast T+1@11:T+2@11: DOWN (p=0.76%) [2025-10-09T00:08:23.814507] [INFO ] [FORECASTER] Completed predict_future for SUPV [2025-10-09T00:08:23.814663] [INFO ] [sig ] SUPV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:23.956353] [INFO ] [LOCAL ] Saved forecast: SUPV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SUPV.txt [2025-10-09T00:08:23.956573] [WARN ] [sig ] [1887/2211] Failed SUPV after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:23.956673] [INFO ] [sig ] [1888/2211] Forecasting SUZ... [2025-10-09T00:08:23.956745] [INFO ] [sig ] Generating forecast for: SUZ [2025-10-09T00:08:23.956816] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUZ' from 'https://tdm.silogroup.org/data/derivative_storage/SUZ.csv'. [2025-10-09T00:08:23.966927] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SUZ'. [2025-10-09T00:08:23.967230] [INFO ] [FORECASTER] Starting predict_future for SUZ [2025-10-09T00:08:23.992414] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:23.993205] [DEBUG] [LOCAL ] No optimal features file found for SUZ: ./output/feature-sets/SUZ.txt [2025-10-09T00:08:23.993282] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:23.993365] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:23.993433] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:23.993531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:24.011220] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:24.011855] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:24.011955] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:24.012024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:24.048785] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:24.048897] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:24.048937] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:24.048970] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:24.052218] [DEBUG] [FORECASTER] SUZ: Forecast T+1@11:T+2@11: UP (p=69.05%) [2025-10-09T00:08:24.052494] [INFO ] [FORECASTER] Completed predict_future for SUZ [2025-10-09T00:08:24.052632] [INFO ] [sig ] SUZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:24.194009] [INFO ] [LOCAL ] Saved forecast: SUZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SUZ.txt [2025-10-09T00:08:24.194266] [WARN ] [sig ] [1888/2211] Failed SUZ after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:24.194345] [INFO ] [sig ] [1889/2211] Forecasting SVV... [2025-10-09T00:08:24.194419] [INFO ] [sig ] Generating forecast for: SVV [2025-10-09T00:08:24.194488] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SVV' from 'https://tdm.silogroup.org/data/derivative_storage/SVV.csv'. [2025-10-09T00:08:24.204838] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SVV'. [2025-10-09T00:08:24.205151] [INFO ] [FORECASTER] Starting predict_future for SVV [2025-10-09T00:08:24.230753] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:24.231532] [DEBUG] [LOCAL ] No optimal features file found for SVV: ./output/feature-sets/SVV.txt [2025-10-09T00:08:24.231610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:24.231702] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:24.231771] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:24.231866] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:24.249537] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:24.250133] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:24.250234] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:24.250303] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:24.288114] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:24.288266] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:24.288308] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:24.288343] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:24.291735] [DEBUG] [FORECASTER] SVV: Forecast T+1@11:T+2@11: UP (p=96.58%) [2025-10-09T00:08:24.292021] [INFO ] [FORECASTER] Completed predict_future for SVV [2025-10-09T00:08:24.292157] [INFO ] [sig ] SVV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:24.433668] [INFO ] [LOCAL ] Saved forecast: SVV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SVV.txt [2025-10-09T00:08:24.433958] [WARN ] [sig ] [1889/2211] Failed SVV after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:24.434037] [INFO ] [sig ] [1890/2211] Forecasting SW... [2025-10-09T00:08:24.434107] [INFO ] [sig ] Generating forecast for: SW [2025-10-09T00:08:24.434178] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SW' from 'https://tdm.silogroup.org/data/derivative_storage/SW.csv'. [2025-10-09T00:08:24.444129] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SW'. [2025-10-09T00:08:24.444496] [INFO ] [FORECASTER] Starting predict_future for SW [2025-10-09T00:08:24.469969] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:24.470739] [DEBUG] [LOCAL ] No optimal features file found for SW: ./output/feature-sets/SW.txt [2025-10-09T00:08:24.470816] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:24.470886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:24.470953] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:24.471049] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:24.488840] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:24.489580] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:24.489709] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:24.489778] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:24.524541] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:24.524721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:24.524785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:24.524821] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:24.528218] [DEBUG] [FORECASTER] SW: Forecast T+1@11:T+2@11: UP (p=89.92%) [2025-10-09T00:08:24.528508] [INFO ] [FORECASTER] Completed predict_future for SW [2025-10-09T00:08:24.528668] [INFO ] [sig ] SW: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:24.668733] [INFO ] [LOCAL ] Saved forecast: SW 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SW.txt [2025-10-09T00:08:24.668962] [WARN ] [sig ] [1890/2211] Failed SW after 0.2s | 5.21 sym/s | Total: 6.0m | ETA: 1.0m [2025-10-09T00:08:24.669039] [INFO ] [sig ] [1891/2211] Forecasting SWK... [2025-10-09T00:08:24.669108] [INFO ] [sig ] Generating forecast for: SWK [2025-10-09T00:08:24.669178] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SWK' from 'https://tdm.silogroup.org/data/derivative_storage/SWK.csv'. [2025-10-09T00:08:24.678529] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SWK'. [2025-10-09T00:08:24.678834] [INFO ] [FORECASTER] Starting predict_future for SWK [2025-10-09T00:08:24.704308] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:24.705122] [DEBUG] [LOCAL ] No optimal features file found for SWK: ./output/feature-sets/SWK.txt [2025-10-09T00:08:24.705199] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:24.705269] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:24.705337] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:24.705435] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:24.723134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:24.723735] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:24.723837] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:24.723905] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:24.760217] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:24.760308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:24.760349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:24.760387] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:24.763536] [DEBUG] [FORECASTER] SWK: Forecast T+1@11:T+2@11: UP (p=99.21%) [2025-10-09T00:08:24.763868] [INFO ] [FORECASTER] Completed predict_future for SWK [2025-10-09T00:08:24.764016] [INFO ] [sig ] SWK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:24.904801] [INFO ] [LOCAL ] Saved forecast: SWK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SWK.txt [2025-10-09T00:08:24.905016] [WARN ] [sig ] [1891/2211] Failed SWK after 0.2s | 5.21 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:24.905090] [INFO ] [sig ] [1892/2211] Forecasting SWX... [2025-10-09T00:08:24.905159] [INFO ] [sig ] Generating forecast for: SWX [2025-10-09T00:08:24.905227] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SWX' from 'https://tdm.silogroup.org/data/derivative_storage/SWX.csv'. [2025-10-09T00:08:24.914997] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SWX'. [2025-10-09T00:08:24.915288] [INFO ] [FORECASTER] Starting predict_future for SWX [2025-10-09T00:08:24.940711] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:24.941497] [DEBUG] [LOCAL ] No optimal features file found for SWX: ./output/feature-sets/SWX.txt [2025-10-09T00:08:24.941575] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:24.941668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:24.941737] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:24.941874] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:24.959662] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:24.960243] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:24.960350] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:24.960432] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:24.996884] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:24.996973] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:24.997013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:24.997045] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:25.000147] [DEBUG] [FORECASTER] SWX: Forecast T+1@11:T+2@11: UP (p=57.78%) [2025-10-09T00:08:25.000433] [INFO ] [FORECASTER] Completed predict_future for SWX [2025-10-09T00:08:25.000584] [INFO ] [sig ] SWX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:25.141546] [INFO ] [LOCAL ] Saved forecast: SWX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SWX.txt [2025-10-09T00:08:25.141790] [WARN ] [sig ] [1892/2211] Failed SWX after 0.2s | 5.21 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:25.141869] [INFO ] [sig ] [1893/2211] Forecasting SWZ... [2025-10-09T00:08:25.141937] [INFO ] [sig ] Generating forecast for: SWZ [2025-10-09T00:08:25.142007] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SWZ' from 'https://tdm.silogroup.org/data/derivative_storage/SWZ.csv'. [2025-10-09T00:08:25.151164] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SWZ'. [2025-10-09T00:08:25.151438] [INFO ] [FORECASTER] Starting predict_future for SWZ [2025-10-09T00:08:25.179785] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:25.180592] [DEBUG] [LOCAL ] No optimal features file found for SWZ: ./output/feature-sets/SWZ.txt [2025-10-09T00:08:25.180694] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:25.180767] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:25.180835] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:25.180936] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:25.198134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:25.198767] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:25.198873] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:25.198941] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:25.232365] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:25.232662] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:25.232747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:25.232789] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:25.236465] [DEBUG] [FORECASTER] SWZ: Forecast T+1@11:T+2@11: UP (p=99.11%) [2025-10-09T00:08:25.236837] [INFO ] [FORECASTER] Completed predict_future for SWZ [2025-10-09T00:08:25.237005] [INFO ] [sig ] SWZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:25.377514] [INFO ] [LOCAL ] Saved forecast: SWZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SWZ.txt [2025-10-09T00:08:25.377793] [WARN ] [sig ] [1893/2211] Failed SWZ after 0.2s | 5.21 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:25.377872] [INFO ] [sig ] [1894/2211] Forecasting SXC... [2025-10-09T00:08:25.377942] [INFO ] [sig ] Generating forecast for: SXC [2025-10-09T00:08:25.378011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SXC' from 'https://tdm.silogroup.org/data/derivative_storage/SXC.csv'. [2025-10-09T00:08:25.388004] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SXC'. [2025-10-09T00:08:25.388335] [INFO ] [FORECASTER] Starting predict_future for SXC [2025-10-09T00:08:25.413532] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:25.414265] [DEBUG] [LOCAL ] No optimal features file found for SXC: ./output/feature-sets/SXC.txt [2025-10-09T00:08:25.414341] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:25.414416] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:25.414482] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:25.414579] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:25.432051] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:25.432609] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:25.432730] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:25.432798] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:25.468857] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:25.468954] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:25.468994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:25.469027] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:25.472173] [DEBUG] [FORECASTER] SXC: Forecast T+1@11:T+2@11: DOWN (p=1.78%) [2025-10-09T00:08:25.472442] [INFO ] [FORECASTER] Completed predict_future for SXC [2025-10-09T00:08:25.472575] [INFO ] [sig ] SXC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:25.613835] [INFO ] [LOCAL ] Saved forecast: SXC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SXC.txt [2025-10-09T00:08:25.614055] [WARN ] [sig ] [1894/2211] Failed SXC after 0.2s | 5.21 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:25.614130] [INFO ] [sig ] [1895/2211] Forecasting SXI... [2025-10-09T00:08:25.614200] [INFO ] [sig ] Generating forecast for: SXI [2025-10-09T00:08:25.614269] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SXI' from 'https://tdm.silogroup.org/data/derivative_storage/SXI.csv'. [2025-10-09T00:08:25.624554] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SXI'. [2025-10-09T00:08:25.624866] [INFO ] [FORECASTER] Starting predict_future for SXI [2025-10-09T00:08:25.650137] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:25.650980] [DEBUG] [LOCAL ] No optimal features file found for SXI: ./output/feature-sets/SXI.txt [2025-10-09T00:08:25.651056] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:25.651140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:25.651206] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:25.651302] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:25.669517] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:25.670117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:25.670218] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:25.670288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:25.707664] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:25.707758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:25.707798] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:25.707830] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:25.710957] [DEBUG] [FORECASTER] SXI: Forecast T+1@11:T+2@11: UP (p=70.02%) [2025-10-09T00:08:25.711225] [INFO ] [FORECASTER] Completed predict_future for SXI [2025-10-09T00:08:25.711371] [INFO ] [sig ] SXI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:25.852381] [INFO ] [LOCAL ] Saved forecast: SXI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SXI.txt [2025-10-09T00:08:25.852619] [WARN ] [sig ] [1895/2211] Failed SXI after 0.2s | 5.21 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:25.852717] [INFO ] [sig ] [1896/2211] Forecasting SXT... [2025-10-09T00:08:25.852786] [INFO ] [sig ] Generating forecast for: SXT [2025-10-09T00:08:25.852854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SXT' from 'https://tdm.silogroup.org/data/derivative_storage/SXT.csv'. [2025-10-09T00:08:25.862435] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SXT'. [2025-10-09T00:08:25.862754] [INFO ] [FORECASTER] Starting predict_future for SXT [2025-10-09T00:08:25.888242] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:25.888998] [DEBUG] [LOCAL ] No optimal features file found for SXT: ./output/feature-sets/SXT.txt [2025-10-09T00:08:25.889074] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:25.889144] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:25.889212] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:25.889328] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:25.906796] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:25.907359] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:25.907461] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:25.907529] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:25.946317] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:25.946403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:25.946443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:25.946479] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:25.949605] [DEBUG] [FORECASTER] SXT: Forecast T+1@11:T+2@11: DOWN (p=18.60%) [2025-10-09T00:08:25.949909] [INFO ] [FORECASTER] Completed predict_future for SXT [2025-10-09T00:08:25.950052] [INFO ] [sig ] SXT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:26.090421] [INFO ] [LOCAL ] Saved forecast: SXT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/SXT.txt [2025-10-09T00:08:26.090681] [WARN ] [sig ] [1896/2211] Failed SXT after 0.2s | 5.21 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:26.090760] [INFO ] [sig ] [1897/2211] Forecasting SYF... [2025-10-09T00:08:26.090829] [INFO ] [sig ] Generating forecast for: SYF [2025-10-09T00:08:26.090899] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SYF' from 'https://tdm.silogroup.org/data/derivative_storage/SYF.csv'. [2025-10-09T00:08:26.100357] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SYF'. [2025-10-09T00:08:26.100693] [INFO ] [FORECASTER] Starting predict_future for SYF [2025-10-09T00:08:26.125799] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:26.126526] [DEBUG] [LOCAL ] No optimal features file found for SYF: ./output/feature-sets/SYF.txt [2025-10-09T00:08:26.126604] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:26.126709] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:26.126791] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:26.126911] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:26.144939] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:26.145523] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:26.145624] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:26.145738] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:26.181556] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:26.181667] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:26.181734] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:26.181772] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:26.184828] [DEBUG] [FORECASTER] SYF: Forecast T+1@11:T+2@11: UP (p=88.31%) [2025-10-09T00:08:26.185094] [INFO ] [FORECASTER] Completed predict_future for SYF [2025-10-09T00:08:26.185231] [INFO ] [sig ] SYF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:26.325981] [INFO ] [LOCAL ] Saved forecast: SYF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SYF.txt [2025-10-09T00:08:26.326201] [WARN ] [sig ] [1897/2211] Failed SYF after 0.2s | 5.21 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:26.326276] [INFO ] [sig ] [1898/2211] Forecasting SYK... [2025-10-09T00:08:26.326345] [INFO ] [sig ] Generating forecast for: SYK [2025-10-09T00:08:26.326415] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SYK' from 'https://tdm.silogroup.org/data/derivative_storage/SYK.csv'. [2025-10-09T00:08:26.336384] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SYK'. [2025-10-09T00:08:26.336692] [INFO ] [FORECASTER] Starting predict_future for SYK [2025-10-09T00:08:26.362010] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:26.362816] [DEBUG] [LOCAL ] No optimal features file found for SYK: ./output/feature-sets/SYK.txt [2025-10-09T00:08:26.362892] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:26.362961] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:26.363028] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:26.363125] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:26.380947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:26.381507] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:26.381607] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:26.381699] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:26.417555] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:26.417664] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:26.417731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:26.417767] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:26.420883] [DEBUG] [FORECASTER] SYK: Forecast T+1@11:T+2@11: UP (p=69.62%) [2025-10-09T00:08:26.421147] [INFO ] [FORECASTER] Completed predict_future for SYK [2025-10-09T00:08:26.421281] [INFO ] [sig ] SYK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:26.562637] [INFO ] [LOCAL ] Saved forecast: SYK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SYK.txt [2025-10-09T00:08:26.562879] [WARN ] [sig ] [1898/2211] Failed SYK after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 1.0m [2025-10-09T00:08:26.562956] [INFO ] [sig ] [1899/2211] Forecasting SYY... [2025-10-09T00:08:26.563025] [INFO ] [sig ] Generating forecast for: SYY [2025-10-09T00:08:26.563095] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SYY' from 'https://tdm.silogroup.org/data/derivative_storage/SYY.csv'. [2025-10-09T00:08:26.573016] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'SYY'. [2025-10-09T00:08:26.573322] [INFO ] [FORECASTER] Starting predict_future for SYY [2025-10-09T00:08:26.598735] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:26.599512] [DEBUG] [LOCAL ] No optimal features file found for SYY: ./output/feature-sets/SYY.txt [2025-10-09T00:08:26.599590] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:26.599695] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:26.599777] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:26.599888] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:26.617125] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:26.617745] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:26.617847] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:26.617927] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:26.654918] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:26.655057] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:26.655100] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:26.655134] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:26.658566] [DEBUG] [FORECASTER] SYY: Forecast T+1@11:T+2@11: UP (p=92.57%) [2025-10-09T00:08:26.658893] [INFO ] [FORECASTER] Completed predict_future for SYY [2025-10-09T00:08:26.659051] [INFO ] [sig ] SYY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:26.803578] [INFO ] [LOCAL ] Saved forecast: SYY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/SYY.txt [2025-10-09T00:08:26.803898] [WARN ] [sig ] [1899/2211] Failed SYY after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 60.0s [2025-10-09T00:08:26.803980] [INFO ] [sig ] [1900/2211] Forecasting T... [2025-10-09T00:08:26.804049] [INFO ] [sig ] Generating forecast for: T [2025-10-09T00:08:26.804144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'T' from 'https://tdm.silogroup.org/data/derivative_storage/T.csv'. [2025-10-09T00:08:26.814423] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'T'. [2025-10-09T00:08:26.814856] [INFO ] [FORECASTER] Starting predict_future for T [2025-10-09T00:08:26.839987] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:26.840787] [DEBUG] [LOCAL ] No optimal features file found for T: ./output/feature-sets/T.txt [2025-10-09T00:08:26.840864] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:26.840947] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:26.841022] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:26.841144] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:26.858354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:26.859004] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:26.859109] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:26.859192] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:26.896015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:26.896139] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:26.896196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:26.896231] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:26.899556] [DEBUG] [FORECASTER] T: Forecast T+1@11:T+2@11: UP (p=83.55%) [2025-10-09T00:08:26.899867] [INFO ] [FORECASTER] Completed predict_future for T [2025-10-09T00:08:26.900021] [INFO ] [sig ] T: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:27.039721] [INFO ] [LOCAL ] Saved forecast: T 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/T.txt [2025-10-09T00:08:27.039986] [WARN ] [sig ] [1900/2211] Failed T after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 59.8s [2025-10-09T00:08:27.040085] [INFO ] [sig ] [1901/2211] Forecasting TAC... [2025-10-09T00:08:27.040168] [INFO ] [sig ] Generating forecast for: TAC [2025-10-09T00:08:27.040252] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAC' from 'https://tdm.silogroup.org/data/derivative_storage/TAC.csv'. [2025-10-09T00:08:27.052982] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TAC'. [2025-10-09T00:08:27.053418] [INFO ] [FORECASTER] Starting predict_future for TAC [2025-10-09T00:08:27.079297] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:27.080149] [DEBUG] [LOCAL ] No optimal features file found for TAC: ./output/feature-sets/TAC.txt [2025-10-09T00:08:27.080228] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:27.080301] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:27.080371] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:27.080470] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:27.097947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:27.098556] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:27.098683] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:27.098756] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:27.137188] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:27.137314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:27.137358] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:27.137393] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:27.140780] [DEBUG] [FORECASTER] TAC: Forecast T+1@11:T+2@11: UP (p=67.59%) [2025-10-09T00:08:27.141159] [INFO ] [FORECASTER] Completed predict_future for TAC [2025-10-09T00:08:27.141315] [INFO ] [sig ] TAC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:27.285618] [INFO ] [LOCAL ] Saved forecast: TAC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TAC.txt [2025-10-09T00:08:27.286021] [WARN ] [sig ] [1901/2211] Failed TAC after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 59.6s [2025-10-09T00:08:27.286089] [INFO ] [sig ] [1902/2211] Forecasting TAK... [2025-10-09T00:08:27.286127] [INFO ] [sig ] Generating forecast for: TAK [2025-10-09T00:08:27.286182] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAK' from 'https://tdm.silogroup.org/data/derivative_storage/TAK.csv'. [2025-10-09T00:08:27.296958] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TAK'. [2025-10-09T00:08:27.297340] [INFO ] [FORECASTER] Starting predict_future for TAK [2025-10-09T00:08:27.323569] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:27.324433] [DEBUG] [LOCAL ] No optimal features file found for TAK: ./output/feature-sets/TAK.txt [2025-10-09T00:08:27.324517] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:27.324590] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:27.324700] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:27.324882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:27.343157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:27.343865] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:27.343974] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:27.344059] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:27.382897] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:27.383046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:27.383093] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:27.383128] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:27.386781] [DEBUG] [FORECASTER] TAK: Forecast T+1@11:T+2@11: UP (p=53.69%) [2025-10-09T00:08:27.387087] [INFO ] [FORECASTER] Completed predict_future for TAK [2025-10-09T00:08:27.387233] [INFO ] [sig ] TAK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:27.529980] [INFO ] [LOCAL ] Saved forecast: TAK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TAK.txt [2025-10-09T00:08:27.530308] [WARN ] [sig ] [1902/2211] Failed TAK after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 59.4s [2025-10-09T00:08:27.530413] [INFO ] [sig ] [1903/2211] Forecasting TAL... [2025-10-09T00:08:27.530500] [INFO ] [sig ] Generating forecast for: TAL [2025-10-09T00:08:27.530573] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAL' from 'https://tdm.silogroup.org/data/derivative_storage/TAL.csv'. [2025-10-09T00:08:27.541547] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TAL'. [2025-10-09T00:08:27.541908] [INFO ] [FORECASTER] Starting predict_future for TAL [2025-10-09T00:08:27.567275] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:27.568039] [DEBUG] [LOCAL ] No optimal features file found for TAL: ./output/feature-sets/TAL.txt [2025-10-09T00:08:27.568122] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:27.568193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:27.568261] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:27.568359] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:27.585755] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:27.586332] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:27.586444] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:27.586514] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:27.624993] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:27.625115] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:27.625158] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:27.625193] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:27.628443] [DEBUG] [FORECASTER] TAL: Forecast T+1@11:T+2@11: DOWN (p=5.05%) [2025-10-09T00:08:27.628785] [INFO ] [FORECASTER] Completed predict_future for TAL [2025-10-09T00:08:27.628935] [INFO ] [sig ] TAL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:27.770466] [INFO ] [LOCAL ] Saved forecast: TAL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TAL.txt [2025-10-09T00:08:27.770776] [WARN ] [sig ] [1903/2211] Failed TAL after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 59.2s [2025-10-09T00:08:27.770857] [INFO ] [sig ] [1904/2211] Forecasting TALO... [2025-10-09T00:08:27.770928] [INFO ] [sig ] Generating forecast for: TALO [2025-10-09T00:08:27.770999] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TALO' from 'https://tdm.silogroup.org/data/derivative_storage/TALO.csv'. [2025-10-09T00:08:27.780816] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TALO'. [2025-10-09T00:08:27.781197] [INFO ] [FORECASTER] Starting predict_future for TALO [2025-10-09T00:08:27.806874] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:27.807747] [DEBUG] [LOCAL ] No optimal features file found for TALO: ./output/feature-sets/TALO.txt [2025-10-09T00:08:27.807825] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:27.807896] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:27.807965] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:27.808068] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:27.826936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:27.827617] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:27.827749] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:27.827819] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:27.866445] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:27.866562] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:27.866604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:27.866639] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:27.869999] [DEBUG] [FORECASTER] TALO: Forecast T+1@11:T+2@11: UP (p=81.90%) [2025-10-09T00:08:27.870278] [INFO ] [FORECASTER] Completed predict_future for TALO [2025-10-09T00:08:27.870418] [INFO ] [sig ] TALO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:28.101363] [INFO ] [LOCAL ] Saved forecast: TALO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TALO.txt [2025-10-09T00:08:28.101605] [WARN ] [sig ] [1904/2211] Failed TALO after 0.3s | 5.20 sym/s | Total: 6.1m | ETA: 59.0s [2025-10-09T00:08:28.101706] [INFO ] [sig ] [1905/2211] Forecasting TAP... [2025-10-09T00:08:28.101778] [INFO ] [sig ] Generating forecast for: TAP [2025-10-09T00:08:28.101851] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAP' from 'https://tdm.silogroup.org/data/derivative_storage/TAP.csv'. [2025-10-09T00:08:28.112043] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TAP'. [2025-10-09T00:08:28.112384] [INFO ] [FORECASTER] Starting predict_future for TAP [2025-10-09T00:08:28.139043] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:28.139916] [DEBUG] [LOCAL ] No optimal features file found for TAP: ./output/feature-sets/TAP.txt [2025-10-09T00:08:28.139996] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:28.140076] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:28.140148] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:28.140248] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:28.159055] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:28.160047] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:28.160158] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:28.160229] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:28.205547] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:28.205779] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:28.205854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:28.205895] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:28.210146] [DEBUG] [FORECASTER] TAP: Forecast T+1@11:T+2@11: DOWN (p=5.22%) [2025-10-09T00:08:28.210479] [INFO ] [FORECASTER] Completed predict_future for TAP [2025-10-09T00:08:28.210667] [INFO ] [sig ] TAP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:28.356221] [INFO ] [LOCAL ] Saved forecast: TAP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TAP.txt [2025-10-09T00:08:28.356534] [WARN ] [sig ] [1905/2211] Failed TAP after 0.3s | 5.20 sym/s | Total: 6.1m | ETA: 58.9s [2025-10-09T00:08:28.356617] [INFO ] [sig ] [1906/2211] Forecasting TBB... [2025-10-09T00:08:28.356725] [INFO ] [sig ] Generating forecast for: TBB [2025-10-09T00:08:28.356798] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBB.csv'. [2025-10-09T00:08:28.367154] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TBB'. [2025-10-09T00:08:28.367576] [INFO ] [FORECASTER] Starting predict_future for TBB [2025-10-09T00:08:28.393710] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:28.394571] [DEBUG] [LOCAL ] No optimal features file found for TBB: ./output/feature-sets/TBB.txt [2025-10-09T00:08:28.394672] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:28.394760] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:28.394843] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:28.394956] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:28.413029] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:28.413765] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:28.413888] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:28.413975] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:28.452222] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:28.452347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:28.452392] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:28.452426] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:28.455823] [DEBUG] [FORECASTER] TBB: Forecast T+1@11:T+2@11: DOWN (p=18.94%) [2025-10-09T00:08:28.456124] [INFO ] [FORECASTER] Completed predict_future for TBB [2025-10-09T00:08:28.456263] [INFO ] [sig ] TBB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:28.599050] [INFO ] [LOCAL ] Saved forecast: TBB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TBB.txt [2025-10-09T00:08:28.599311] [WARN ] [sig ] [1906/2211] Failed TBB after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 58.7s [2025-10-09T00:08:28.599392] [INFO ] [sig ] [1907/2211] Forecasting TBBB... [2025-10-09T00:08:28.599464] [INFO ] [sig ] Generating forecast for: TBBB [2025-10-09T00:08:28.599535] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBBB.csv'. [2025-10-09T00:08:28.609826] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TBBB'. [2025-10-09T00:08:28.610159] [INFO ] [FORECASTER] Starting predict_future for TBBB [2025-10-09T00:08:28.636064] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:28.636873] [DEBUG] [LOCAL ] No optimal features file found for TBBB: ./output/feature-sets/TBBB.txt [2025-10-09T00:08:28.636953] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:28.637027] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:28.637097] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:28.637198] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:28.655892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:28.656744] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:28.656855] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:28.656926] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:28.690713] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:28.690887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:28.690956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:28.690996] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:28.694491] [DEBUG] [FORECASTER] TBBB: Forecast T+1@11:T+2@11: UP (p=98.04%) [2025-10-09T00:08:28.694821] [INFO ] [FORECASTER] Completed predict_future for TBBB [2025-10-09T00:08:28.694978] [INFO ] [sig ] TBBB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:28.837017] [INFO ] [LOCAL ] Saved forecast: TBBB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TBBB.txt [2025-10-09T00:08:28.837285] [WARN ] [sig ] [1907/2211] Failed TBBB after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 58.5s [2025-10-09T00:08:28.837366] [INFO ] [sig ] [1908/2211] Forecasting TBI... [2025-10-09T00:08:28.837436] [INFO ] [sig ] Generating forecast for: TBI [2025-10-09T00:08:28.837507] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBI' from 'https://tdm.silogroup.org/data/derivative_storage/TBI.csv'. [2025-10-09T00:08:28.849593] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TBI'. [2025-10-09T00:08:28.850056] [INFO ] [FORECASTER] Starting predict_future for TBI [2025-10-09T00:08:28.876234] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:28.877099] [DEBUG] [LOCAL ] No optimal features file found for TBI: ./output/feature-sets/TBI.txt [2025-10-09T00:08:28.877178] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:28.877253] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:28.877343] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:28.877454] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:28.895606] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:28.896335] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:28.896442] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:28.896512] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:28.933729] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:28.933912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:28.933975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:28.934011] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:28.937543] [DEBUG] [FORECASTER] TBI: Forecast T+1@11:T+2@11: DOWN (p=4.61%) [2025-10-09T00:08:28.937967] [INFO ] [FORECASTER] Completed predict_future for TBI [2025-10-09T00:08:28.938128] [INFO ] [sig ] TBI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:29.085137] [INFO ] [LOCAL ] Saved forecast: TBI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TBI.txt [2025-10-09T00:08:29.085453] [WARN ] [sig ] [1908/2211] Failed TBI after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 58.3s [2025-10-09T00:08:29.085540] [INFO ] [sig ] [1909/2211] Forecasting TBN... [2025-10-09T00:08:29.085612] [INFO ] [sig ] Generating forecast for: TBN [2025-10-09T00:08:29.085708] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBN' from 'https://tdm.silogroup.org/data/derivative_storage/TBN.csv'. [2025-10-09T00:08:29.095694] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'TBN'. [2025-10-09T00:08:29.096051] [INFO ] [FORECASTER] Starting predict_future for TBN [2025-10-09T00:08:29.124310] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:29.125159] [DEBUG] [LOCAL ] No optimal features file found for TBN: ./output/feature-sets/TBN.txt [2025-10-09T00:08:29.125238] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:29.125311] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:29.125380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:29.125530] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:29.142946] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:29.143605] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:29.143736] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:29.143820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:29.180838] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:29.180993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:29.181037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:29.181072] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:29.184415] [DEBUG] [FORECASTER] TBN: Forecast T+1@11:T+2@11: DOWN (p=25.09%) [2025-10-09T00:08:29.184754] [INFO ] [FORECASTER] Completed predict_future for TBN [2025-10-09T00:08:29.184941] [INFO ] [sig ] TBN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:29.329730] [INFO ] [LOCAL ] Saved forecast: TBN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TBN.txt [2025-10-09T00:08:29.330019] [WARN ] [sig ] [1909/2211] Failed TBN after 0.2s | 5.20 sym/s | Total: 6.1m | ETA: 58.1s [2025-10-09T00:08:29.330100] [INFO ] [sig ] [1910/2211] Forecasting TD... [2025-10-09T00:08:29.330249] [INFO ] [sig ] Generating forecast for: TD [2025-10-09T00:08:29.330322] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TD' from 'https://tdm.silogroup.org/data/derivative_storage/TD.csv'. [2025-10-09T00:08:29.340431] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TD'. [2025-10-09T00:08:29.340844] [INFO ] [FORECASTER] Starting predict_future for TD [2025-10-09T00:08:29.367895] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:29.368843] [DEBUG] [LOCAL ] No optimal features file found for TD: ./output/feature-sets/TD.txt [2025-10-09T00:08:29.368927] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:29.368999] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:29.369067] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:29.369171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:29.387167] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:29.388157] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:29.388272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:29.388342] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:29.425226] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:29.425449] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:29.425524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:29.425564] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:29.429242] [DEBUG] [FORECASTER] TD: Forecast T+1@11:T+2@11: DOWN (p=7.21%) [2025-10-09T00:08:29.429576] [INFO ] [FORECASTER] Completed predict_future for TD [2025-10-09T00:08:29.429756] [INFO ] [sig ] TD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:29.574024] [INFO ] [LOCAL ] Saved forecast: TD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TD.txt [2025-10-09T00:08:29.574303] [WARN ] [sig ] [1910/2211] Failed TD after 0.2s | 5.19 sym/s | Total: 6.1m | ETA: 57.9s [2025-10-09T00:08:29.574381] [INFO ] [sig ] [1911/2211] Forecasting TDC... [2025-10-09T00:08:29.574476] [INFO ] [sig ] Generating forecast for: TDC [2025-10-09T00:08:29.574562] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDC' from 'https://tdm.silogroup.org/data/derivative_storage/TDC.csv'. [2025-10-09T00:08:29.585617] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TDC'. [2025-10-09T00:08:29.586025] [INFO ] [FORECASTER] Starting predict_future for TDC [2025-10-09T00:08:29.612321] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:29.613205] [DEBUG] [LOCAL ] No optimal features file found for TDC: ./output/feature-sets/TDC.txt [2025-10-09T00:08:29.613284] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:29.613357] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:29.613426] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:29.613562] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:29.631966] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:29.632619] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:29.632750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:29.632836] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:29.671825] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:29.672010] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:29.672058] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:29.672095] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:29.675772] [DEBUG] [FORECASTER] TDC: Forecast T+1@11:T+2@11: UP (p=92.42%) [2025-10-09T00:08:29.676238] [INFO ] [FORECASTER] Completed predict_future for TDC [2025-10-09T00:08:29.676417] [INFO ] [sig ] TDC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:29.816805] [INFO ] [LOCAL ] Saved forecast: TDC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TDC.txt [2025-10-09T00:08:29.817078] [WARN ] [sig ] [1911/2211] Failed TDC after 0.2s | 5.19 sym/s | Total: 6.1m | ETA: 57.8s [2025-10-09T00:08:29.817157] [INFO ] [sig ] [1912/2211] Forecasting TDF... [2025-10-09T00:08:29.817210] [INFO ] [sig ] Generating forecast for: TDF [2025-10-09T00:08:29.817254] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDF' from 'https://tdm.silogroup.org/data/derivative_storage/TDF.csv'. [2025-10-09T00:08:29.827789] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TDF'. [2025-10-09T00:08:29.828141] [INFO ] [FORECASTER] Starting predict_future for TDF [2025-10-09T00:08:29.853706] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:29.854514] [DEBUG] [LOCAL ] No optimal features file found for TDF: ./output/feature-sets/TDF.txt [2025-10-09T00:08:29.854594] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:29.854691] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:29.854776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:29.854900] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:29.872207] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:29.872872] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:29.872977] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:29.873061] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:29.910557] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:29.910761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:29.910810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:29.910844] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:29.914149] [DEBUG] [FORECASTER] TDF: Forecast T+1@11:T+2@11: DOWN (p=25.13%) [2025-10-09T00:08:29.914438] [INFO ] [FORECASTER] Completed predict_future for TDF [2025-10-09T00:08:29.914574] [INFO ] [sig ] TDF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:30.055164] [INFO ] [LOCAL ] Saved forecast: TDF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TDF.txt [2025-10-09T00:08:30.055436] [WARN ] [sig ] [1912/2211] Failed TDF after 0.2s | 5.19 sym/s | Total: 6.1m | ETA: 57.6s [2025-10-09T00:08:30.055548] [INFO ] [sig ] [1913/2211] Forecasting TDG... [2025-10-09T00:08:30.055635] [INFO ] [sig ] Generating forecast for: TDG [2025-10-09T00:08:30.055730] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDG' from 'https://tdm.silogroup.org/data/derivative_storage/TDG.csv'. [2025-10-09T00:08:30.066170] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TDG'. [2025-10-09T00:08:30.066542] [INFO ] [FORECASTER] Starting predict_future for TDG [2025-10-09T00:08:30.091812] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:30.092570] [DEBUG] [LOCAL ] No optimal features file found for TDG: ./output/feature-sets/TDG.txt [2025-10-09T00:08:30.092671] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:30.092745] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:30.092813] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:30.092911] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:30.110602] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:30.111266] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:30.111374] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:30.111445] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:30.148143] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:30.148277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:30.148320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:30.148355] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:30.151767] [DEBUG] [FORECASTER] TDG: Forecast T+1@11:T+2@11: UP (p=93.43%) [2025-10-09T00:08:30.152070] [INFO ] [FORECASTER] Completed predict_future for TDG [2025-10-09T00:08:30.152208] [INFO ] [sig ] TDG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:30.291173] [INFO ] [LOCAL ] Saved forecast: TDG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TDG.txt [2025-10-09T00:08:30.291423] [WARN ] [sig ] [1913/2211] Failed TDG after 0.2s | 5.19 sym/s | Total: 6.1m | ETA: 57.4s [2025-10-09T00:08:30.291500] [INFO ] [sig ] [1914/2211] Forecasting TDOC... [2025-10-09T00:08:30.291569] [INFO ] [sig ] Generating forecast for: TDOC [2025-10-09T00:08:30.291660] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDOC' from 'https://tdm.silogroup.org/data/derivative_storage/TDOC.csv'. [2025-10-09T00:08:30.296094] [WARN ] [REMOTE ] Historical data not found for symbol 'TDOC' (404). [2025-10-09T00:08:30.296277] [FATAL] [sig ] TDOC: No historical data fetched. [2025-10-09T00:08:30.296364] [WARN ] [sig ] [1914/2211] Failed TDOC after 0.0s | 5.20 sym/s | Total: 6.1m | ETA: 57.2s [2025-10-09T00:08:30.296436] [INFO ] [sig ] [1915/2211] Forecasting TDS... [2025-10-09T00:08:30.296505] [INFO ] [sig ] Generating forecast for: TDS [2025-10-09T00:08:30.296574] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDS' from 'https://tdm.silogroup.org/data/derivative_storage/TDS.csv'. [2025-10-09T00:08:30.305789] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TDS'. [2025-10-09T00:08:30.306104] [INFO ] [FORECASTER] Starting predict_future for TDS [2025-10-09T00:08:30.331545] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:30.332366] [DEBUG] [LOCAL ] No optimal features file found for TDS: ./output/feature-sets/TDS.txt [2025-10-09T00:08:30.332445] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:30.332535] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:30.332617] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:30.332827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:30.350282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:30.350919] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:30.351021] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:30.351102] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:30.387685] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:30.387833] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:30.387876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:30.387909] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:30.391275] [DEBUG] [FORECASTER] TDS: Forecast T+1@11:T+2@11: DOWN (p=46.95%) [2025-10-09T00:08:30.391567] [INFO ] [FORECASTER] Completed predict_future for TDS [2025-10-09T00:08:30.391740] [INFO ] [sig ] TDS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:30.531600] [INFO ] [LOCAL ] Saved forecast: TDS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TDS.txt [2025-10-09T00:08:30.531868] [WARN ] [sig ] [1915/2211] Failed TDS after 0.2s | 5.19 sym/s | Total: 6.1m | ETA: 57.0s [2025-10-09T00:08:30.531945] [INFO ] [sig ] [1916/2211] Forecasting TDW... [2025-10-09T00:08:30.532089] [INFO ] [sig ] Generating forecast for: TDW [2025-10-09T00:08:30.532160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDW' from 'https://tdm.silogroup.org/data/derivative_storage/TDW.csv'. [2025-10-09T00:08:30.542355] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TDW'. [2025-10-09T00:08:30.542709] [INFO ] [FORECASTER] Starting predict_future for TDW [2025-10-09T00:08:30.568125] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:30.568965] [DEBUG] [LOCAL ] No optimal features file found for TDW: ./output/feature-sets/TDW.txt [2025-10-09T00:08:30.569042] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:30.569114] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:30.569182] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:30.569305] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:30.586863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:30.587449] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:30.587554] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:30.587624] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:30.623023] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:30.623151] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:30.623193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:30.623226] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:30.626507] [DEBUG] [FORECASTER] TDW: Forecast T+1@11:T+2@11: DOWN (p=3.70%) [2025-10-09T00:08:30.626837] [INFO ] [FORECASTER] Completed predict_future for TDW [2025-10-09T00:08:30.626996] [INFO ] [sig ] TDW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:30.767885] [INFO ] [LOCAL ] Saved forecast: TDW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TDW.txt [2025-10-09T00:08:30.768208] [WARN ] [sig ] [1916/2211] Failed TDW after 0.2s | 5.19 sym/s | Total: 6.1m | ETA: 56.8s [2025-10-09T00:08:30.768298] [INFO ] [sig ] [1917/2211] Forecasting TDY... [2025-10-09T00:08:30.768383] [INFO ] [sig ] Generating forecast for: TDY [2025-10-09T00:08:30.768466] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDY' from 'https://tdm.silogroup.org/data/derivative_storage/TDY.csv'. [2025-10-09T00:08:30.778143] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TDY'. [2025-10-09T00:08:30.778481] [INFO ] [FORECASTER] Starting predict_future for TDY [2025-10-09T00:08:30.807057] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:30.807886] [DEBUG] [LOCAL ] No optimal features file found for TDY: ./output/feature-sets/TDY.txt [2025-10-09T00:08:30.807964] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:30.808035] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:30.808103] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:30.808200] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:30.825495] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:30.826107] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:30.826214] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:30.826283] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:30.867967] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:30.868109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:30.868153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:30.868187] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:30.871684] [DEBUG] [FORECASTER] TDY: Forecast T+1@11:T+2@11: UP (p=95.99%) [2025-10-09T00:08:30.871981] [INFO ] [FORECASTER] Completed predict_future for TDY [2025-10-09T00:08:30.872123] [INFO ] [sig ] TDY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:31.012971] [INFO ] [LOCAL ] Saved forecast: TDY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TDY.txt [2025-10-09T00:08:31.013228] [WARN ] [sig ] [1917/2211] Failed TDY after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 56.6s [2025-10-09T00:08:31.013310] [INFO ] [sig ] [1918/2211] Forecasting TEAF... [2025-10-09T00:08:31.013393] [INFO ] [sig ] Generating forecast for: TEAF [2025-10-09T00:08:31.013478] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEAF' from 'https://tdm.silogroup.org/data/derivative_storage/TEAF.csv'. [2025-10-09T00:08:31.023488] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEAF'. [2025-10-09T00:08:31.023845] [INFO ] [FORECASTER] Starting predict_future for TEAF [2025-10-09T00:08:31.049130] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:31.049941] [DEBUG] [LOCAL ] No optimal features file found for TEAF: ./output/feature-sets/TEAF.txt [2025-10-09T00:08:31.050018] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:31.050088] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:31.050156] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:31.050254] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:31.067745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:31.068381] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:31.068483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:31.068552] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:31.103993] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:31.104111] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:31.104153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:31.104186] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:31.107556] [DEBUG] [FORECASTER] TEAF: Forecast T+1@11:T+2@11: DOWN (p=15.53%) [2025-10-09T00:08:31.108105] [INFO ] [FORECASTER] Completed predict_future for TEAF [2025-10-09T00:08:31.108256] [INFO ] [sig ] TEAF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:31.248974] [INFO ] [LOCAL ] Saved forecast: TEAF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TEAF.txt [2025-10-09T00:08:31.249269] [WARN ] [sig ] [1918/2211] Failed TEAF after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 56.4s [2025-10-09T00:08:31.249353] [INFO ] [sig ] [1919/2211] Forecasting TECK... [2025-10-09T00:08:31.249422] [INFO ] [sig ] Generating forecast for: TECK [2025-10-09T00:08:31.249491] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TECK' from 'https://tdm.silogroup.org/data/derivative_storage/TECK.csv'. [2025-10-09T00:08:31.259774] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TECK'. [2025-10-09T00:08:31.260161] [INFO ] [FORECASTER] Starting predict_future for TECK [2025-10-09T00:08:31.285826] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:31.286598] [DEBUG] [LOCAL ] No optimal features file found for TECK: ./output/feature-sets/TECK.txt [2025-10-09T00:08:31.286701] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:31.286775] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:31.286843] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:31.286941] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:31.304754] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:31.305332] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:31.305436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:31.305506] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:31.341899] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:31.342062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:31.342108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:31.342143] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:31.345720] [DEBUG] [FORECASTER] TECK: Forecast T+1@11:T+2@11: UP (p=91.99%) [2025-10-09T00:08:31.346017] [INFO ] [FORECASTER] Completed predict_future for TECK [2025-10-09T00:08:31.346157] [INFO ] [sig ] TECK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:31.485757] [INFO ] [LOCAL ] Saved forecast: TECK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TECK.txt [2025-10-09T00:08:31.486025] [WARN ] [sig ] [1919/2211] Failed TECK after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 56.2s [2025-10-09T00:08:31.486101] [INFO ] [sig ] [1920/2211] Forecasting TEF... [2025-10-09T00:08:31.486170] [INFO ] [sig ] Generating forecast for: TEF [2025-10-09T00:08:31.486241] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEF' from 'https://tdm.silogroup.org/data/derivative_storage/TEF.csv'. [2025-10-09T00:08:31.496337] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEF'. [2025-10-09T00:08:31.496709] [INFO ] [FORECASTER] Starting predict_future for TEF [2025-10-09T00:08:31.521863] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:31.522677] [DEBUG] [LOCAL ] No optimal features file found for TEF: ./output/feature-sets/TEF.txt [2025-10-09T00:08:31.522756] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:31.522827] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:31.522895] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:31.522991] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:31.540254] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:31.540942] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:31.541046] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:31.541113] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:31.578092] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:31.578288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:31.578337] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:31.578388] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:31.582068] [DEBUG] [FORECASTER] TEF: Forecast T+1@11:T+2@11: UP (p=94.56%) [2025-10-09T00:08:31.582367] [INFO ] [FORECASTER] Completed predict_future for TEF [2025-10-09T00:08:31.582514] [INFO ] [sig ] TEF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:31.722674] [INFO ] [LOCAL ] Saved forecast: TEF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TEF.txt [2025-10-09T00:08:31.722968] [WARN ] [sig ] [1920/2211] Failed TEF after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 56.1s [2025-10-09T00:08:31.723050] [INFO ] [sig ] [1921/2211] Forecasting TEI... [2025-10-09T00:08:31.723120] [INFO ] [sig ] Generating forecast for: TEI [2025-10-09T00:08:31.723191] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEI' from 'https://tdm.silogroup.org/data/derivative_storage/TEI.csv'. [2025-10-09T00:08:31.733095] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEI'. [2025-10-09T00:08:31.733453] [INFO ] [FORECASTER] Starting predict_future for TEI [2025-10-09T00:08:31.759535] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:31.760366] [DEBUG] [LOCAL ] No optimal features file found for TEI: ./output/feature-sets/TEI.txt [2025-10-09T00:08:31.760444] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:31.760516] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:31.760585] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:31.760876] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:31.778441] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:31.779094] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:31.779199] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:31.779296] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:31.814196] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:31.814342] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:31.814388] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:31.814423] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:31.817827] [DEBUG] [FORECASTER] TEI: Forecast T+1@11:T+2@11: UP (p=51.66%) [2025-10-09T00:08:31.818118] [INFO ] [FORECASTER] Completed predict_future for TEI [2025-10-09T00:08:31.818264] [INFO ] [sig ] TEI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:31.958848] [INFO ] [LOCAL ] Saved forecast: TEI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TEI.txt [2025-10-09T00:08:31.959131] [WARN ] [sig ] [1921/2211] Failed TEI after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 55.9s [2025-10-09T00:08:31.959208] [INFO ] [sig ] [1922/2211] Forecasting TEL... [2025-10-09T00:08:31.959304] [INFO ] [sig ] Generating forecast for: TEL [2025-10-09T00:08:31.959378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEL' from 'https://tdm.silogroup.org/data/derivative_storage/TEL.csv'. [2025-10-09T00:08:31.970170] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEL'. [2025-10-09T00:08:31.970554] [INFO ] [FORECASTER] Starting predict_future for TEL [2025-10-09T00:08:31.995816] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:31.996589] [DEBUG] [LOCAL ] No optimal features file found for TEL: ./output/feature-sets/TEL.txt [2025-10-09T00:08:31.996689] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:31.996762] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:31.996830] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:31.996943] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:32.014590] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:32.015219] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:32.015323] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:32.015392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:32.051426] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:32.051545] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:32.051587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:32.051620] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:32.054907] [DEBUG] [FORECASTER] TEL: Forecast T+1@11:T+2@11: UP (p=77.38%) [2025-10-09T00:08:32.055193] [INFO ] [FORECASTER] Completed predict_future for TEL [2025-10-09T00:08:32.055332] [INFO ] [sig ] TEL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:32.195917] [INFO ] [LOCAL ] Saved forecast: TEL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TEL.txt [2025-10-09T00:08:32.196182] [WARN ] [sig ] [1922/2211] Failed TEL after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 55.7s [2025-10-09T00:08:32.196261] [INFO ] [sig ] [1923/2211] Forecasting TEN... [2025-10-09T00:08:32.196330] [INFO ] [sig ] Generating forecast for: TEN [2025-10-09T00:08:32.196400] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEN' from 'https://tdm.silogroup.org/data/derivative_storage/TEN.csv'. [2025-10-09T00:08:32.206842] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEN'. [2025-10-09T00:08:32.207178] [INFO ] [FORECASTER] Starting predict_future for TEN [2025-10-09T00:08:32.232394] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:32.233235] [DEBUG] [LOCAL ] No optimal features file found for TEN: ./output/feature-sets/TEN.txt [2025-10-09T00:08:32.233315] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:32.233386] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:32.233454] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:32.233623] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:32.250945] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:32.251572] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:32.251701] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:32.251785] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:32.290356] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:32.290526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:32.290572] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:32.290607] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:32.294170] [DEBUG] [FORECASTER] TEN: Forecast T+1@11:T+2@11: DOWN (p=43.38%) [2025-10-09T00:08:32.294476] [INFO ] [FORECASTER] Completed predict_future for TEN [2025-10-09T00:08:32.294616] [INFO ] [sig ] TEN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:32.439397] [INFO ] [LOCAL ] Saved forecast: TEN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TEN.txt [2025-10-09T00:08:32.439730] [WARN ] [sig ] [1923/2211] Failed TEN after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 55.5s [2025-10-09T00:08:32.439813] [INFO ] [sig ] [1924/2211] Forecasting TEO... [2025-10-09T00:08:32.439899] [INFO ] [sig ] Generating forecast for: TEO [2025-10-09T00:08:32.439983] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEO' from 'https://tdm.silogroup.org/data/derivative_storage/TEO.csv'. [2025-10-09T00:08:32.450278] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEO'. [2025-10-09T00:08:32.450745] [INFO ] [FORECASTER] Starting predict_future for TEO [2025-10-09T00:08:32.476376] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:32.477242] [DEBUG] [LOCAL ] No optimal features file found for TEO: ./output/feature-sets/TEO.txt [2025-10-09T00:08:32.477323] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:32.477396] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:32.477466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:32.477571] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:32.495366] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:32.496022] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:32.496130] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:32.496200] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:32.534567] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:32.534775] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:32.534839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:32.534875] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:32.538371] [DEBUG] [FORECASTER] TEO: Forecast T+1@11:T+2@11: UP (p=59.46%) [2025-10-09T00:08:32.538702] [INFO ] [FORECASTER] Completed predict_future for TEO [2025-10-09T00:08:32.538868] [INFO ] [sig ] TEO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:32.683727] [INFO ] [LOCAL ] Saved forecast: TEO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TEO.txt [2025-10-09T00:08:32.684017] [WARN ] [sig ] [1924/2211] Failed TEO after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 55.3s [2025-10-09T00:08:32.684096] [INFO ] [sig ] [1925/2211] Forecasting TEVA... [2025-10-09T00:08:32.684148] [INFO ] [sig ] Generating forecast for: TEVA [2025-10-09T00:08:32.684191] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEVA' from 'https://tdm.silogroup.org/data/derivative_storage/TEVA.csv'. [2025-10-09T00:08:32.694995] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEVA'. [2025-10-09T00:08:32.695424] [INFO ] [FORECASTER] Starting predict_future for TEVA [2025-10-09T00:08:32.721238] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:32.722126] [DEBUG] [LOCAL ] No optimal features file found for TEVA: ./output/feature-sets/TEVA.txt [2025-10-09T00:08:32.722206] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:32.722278] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:32.722347] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:32.722460] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:32.740103] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:32.740854] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:32.740962] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:32.741045] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:32.777042] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:32.777247] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:32.777297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:32.777332] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:32.781073] [DEBUG] [FORECASTER] TEVA: Forecast T+1@11:T+2@11: DOWN (p=1.16%) [2025-10-09T00:08:32.781376] [INFO ] [FORECASTER] Completed predict_future for TEVA [2025-10-09T00:08:32.781530] [INFO ] [sig ] TEVA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:32.926632] [INFO ] [LOCAL ] Saved forecast: TEVA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TEVA.txt [2025-10-09T00:08:32.926948] [WARN ] [sig ] [1925/2211] Failed TEVA after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 55.1s [2025-10-09T00:08:32.927038] [INFO ] [sig ] [1926/2211] Forecasting TEX... [2025-10-09T00:08:32.927122] [INFO ] [sig ] Generating forecast for: TEX [2025-10-09T00:08:32.927207] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEX' from 'https://tdm.silogroup.org/data/derivative_storage/TEX.csv'. [2025-10-09T00:08:32.940589] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TEX'. [2025-10-09T00:08:32.941044] [INFO ] [FORECASTER] Starting predict_future for TEX [2025-10-09T00:08:32.970506] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:32.971382] [DEBUG] [LOCAL ] No optimal features file found for TEX: ./output/feature-sets/TEX.txt [2025-10-09T00:08:32.971463] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:32.971537] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:32.971613] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:32.971815] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:32.994052] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:32.994895] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:32.995003] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:32.995091] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:33.033067] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:33.033243] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:33.033290] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:33.033325] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:33.036909] [DEBUG] [FORECASTER] TEX: Forecast T+1@11:T+2@11: UP (p=66.09%) [2025-10-09T00:08:33.037198] [INFO ] [FORECASTER] Completed predict_future for TEX [2025-10-09T00:08:33.037335] [INFO ] [sig ] TEX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:33.177417] [INFO ] [LOCAL ] Saved forecast: TEX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TEX.txt [2025-10-09T00:08:33.177702] [WARN ] [sig ] [1926/2211] Failed TEX after 0.3s | 5.19 sym/s | Total: 6.2m | ETA: 54.9s [2025-10-09T00:08:33.177783] [INFO ] [sig ] [1927/2211] Forecasting TFC... [2025-10-09T00:08:33.177929] [INFO ] [sig ] Generating forecast for: TFC [2025-10-09T00:08:33.177998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFC' from 'https://tdm.silogroup.org/data/derivative_storage/TFC.csv'. [2025-10-09T00:08:33.182568] [WARN ] [REMOTE ] Historical data not found for symbol 'TFC' (404). [2025-10-09T00:08:33.182784] [FATAL] [sig ] TFC: No historical data fetched. [2025-10-09T00:08:33.182876] [WARN ] [sig ] [1927/2211] Failed TFC after 0.0s | 5.19 sym/s | Total: 6.2m | ETA: 54.7s [2025-10-09T00:08:33.182962] [INFO ] [sig ] [1928/2211] Forecasting TFII... [2025-10-09T00:08:33.183042] [INFO ] [sig ] Generating forecast for: TFII [2025-10-09T00:08:33.183125] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFII' from 'https://tdm.silogroup.org/data/derivative_storage/TFII.csv'. [2025-10-09T00:08:33.192870] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TFII'. [2025-10-09T00:08:33.193229] [INFO ] [FORECASTER] Starting predict_future for TFII [2025-10-09T00:08:33.218523] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:33.219339] [DEBUG] [LOCAL ] No optimal features file found for TFII: ./output/feature-sets/TFII.txt [2025-10-09T00:08:33.219418] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:33.219488] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:33.219556] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:33.219691] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:33.237061] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:33.237684] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:33.237785] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:33.237854] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:33.272602] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:33.272746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:33.272805] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:33.272839] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:33.276128] [DEBUG] [FORECASTER] TFII: Forecast T+1@11:T+2@11: DOWN (p=6.35%) [2025-10-09T00:08:33.276413] [INFO ] [FORECASTER] Completed predict_future for TFII [2025-10-09T00:08:33.276547] [INFO ] [sig ] TFII: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:33.422285] [INFO ] [LOCAL ] Saved forecast: TFII 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TFII.txt [2025-10-09T00:08:33.422600] [WARN ] [sig ] [1928/2211] Failed TFII after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 54.5s [2025-10-09T00:08:33.422702] [INFO ] [sig ] [1929/2211] Forecasting TFIN... [2025-10-09T00:08:33.422773] [INFO ] [sig ] Generating forecast for: TFIN [2025-10-09T00:08:33.422824] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFIN' from 'https://tdm.silogroup.org/data/derivative_storage/TFIN.csv'. [2025-10-09T00:08:33.433627] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TFIN'. [2025-10-09T00:08:33.434077] [INFO ] [FORECASTER] Starting predict_future for TFIN [2025-10-09T00:08:33.461249] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:33.462159] [DEBUG] [LOCAL ] No optimal features file found for TFIN: ./output/feature-sets/TFIN.txt [2025-10-09T00:08:33.462239] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:33.462312] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:33.462382] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:33.462483] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:33.481048] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:33.481743] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:33.481850] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:33.481920] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:33.517249] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:33.517378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:33.517420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:33.517453] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:33.521293] [DEBUG] [FORECASTER] TFIN: Forecast T+1@11:T+2@11: DOWN (p=0.66%) [2025-10-09T00:08:33.521581] [INFO ] [FORECASTER] Completed predict_future for TFIN [2025-10-09T00:08:33.521760] [INFO ] [sig ] TFIN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:33.663418] [INFO ] [LOCAL ] Saved forecast: TFIN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TFIN.txt [2025-10-09T00:08:33.663690] [WARN ] [sig ] [1929/2211] Failed TFIN after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 54.3s [2025-10-09T00:08:33.663769] [INFO ] [sig ] [1930/2211] Forecasting TFPM... [2025-10-09T00:08:33.663838] [INFO ] [sig ] Generating forecast for: TFPM [2025-10-09T00:08:33.663907] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFPM' from 'https://tdm.silogroup.org/data/derivative_storage/TFPM.csv'. [2025-10-09T00:08:33.674673] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TFPM'. [2025-10-09T00:08:33.675023] [INFO ] [FORECASTER] Starting predict_future for TFPM [2025-10-09T00:08:33.700392] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:33.701178] [DEBUG] [LOCAL ] No optimal features file found for TFPM: ./output/feature-sets/TFPM.txt [2025-10-09T00:08:33.701254] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:33.701325] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:33.701393] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:33.701492] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:33.719781] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:33.720389] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:33.720495] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:33.720568] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:33.759892] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:33.760038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:33.760083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:33.760117] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:33.763623] [DEBUG] [FORECASTER] TFPM: Forecast T+1@11:T+2@11: UP (p=93.64%) [2025-10-09T00:08:33.763951] [INFO ] [FORECASTER] Completed predict_future for TFPM [2025-10-09T00:08:33.764097] [INFO ] [sig ] TFPM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:33.907985] [INFO ] [LOCAL ] Saved forecast: TFPM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TFPM.txt [2025-10-09T00:08:33.908233] [WARN ] [sig ] [1930/2211] Failed TFPM after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 54.2s [2025-10-09T00:08:33.908310] [INFO ] [sig ] [1931/2211] Forecasting TFX... [2025-10-09T00:08:33.908383] [INFO ] [sig ] Generating forecast for: TFX [2025-10-09T00:08:33.908454] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFX' from 'https://tdm.silogroup.org/data/derivative_storage/TFX.csv'. [2025-10-09T00:08:33.919521] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TFX'. [2025-10-09T00:08:33.919893] [INFO ] [FORECASTER] Starting predict_future for TFX [2025-10-09T00:08:33.945937] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:33.946738] [DEBUG] [LOCAL ] No optimal features file found for TFX: ./output/feature-sets/TFX.txt [2025-10-09T00:08:33.946830] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:33.946910] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:33.946983] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:33.947083] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:33.965215] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:33.965905] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:33.966013] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:33.966084] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:34.002067] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:34.002199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:34.002278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:34.002331] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:34.007004] [DEBUG] [FORECASTER] TFX: Forecast T+1@11:T+2@11: DOWN (p=28.36%) [2025-10-09T00:08:34.007482] [INFO ] [FORECASTER] Completed predict_future for TFX [2025-10-09T00:08:34.007700] [INFO ] [sig ] TFX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:34.159602] [INFO ] [LOCAL ] Saved forecast: TFX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TFX.txt [2025-10-09T00:08:34.159925] [WARN ] [sig ] [1931/2211] Failed TFX after 0.3s | 5.19 sym/s | Total: 6.2m | ETA: 54.0s [2025-10-09T00:08:34.160004] [INFO ] [sig ] [1932/2211] Forecasting TG... [2025-10-09T00:08:34.160079] [INFO ] [sig ] Generating forecast for: TG [2025-10-09T00:08:34.160155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TG' from 'https://tdm.silogroup.org/data/derivative_storage/TG.csv'. [2025-10-09T00:08:34.170041] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TG'. [2025-10-09T00:08:34.170365] [INFO ] [FORECASTER] Starting predict_future for TG [2025-10-09T00:08:34.195532] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:34.196307] [DEBUG] [LOCAL ] No optimal features file found for TG: ./output/feature-sets/TG.txt [2025-10-09T00:08:34.196385] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:34.196459] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:34.196526] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:34.196632] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:34.214010] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:34.214604] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:34.214726] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:34.214797] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:34.248055] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:34.248178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:34.248219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:34.248253] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:34.251586] [DEBUG] [FORECASTER] TG: Forecast T+1@11:T+2@11: DOWN (p=21.45%) [2025-10-09T00:08:34.251902] [INFO ] [FORECASTER] Completed predict_future for TG [2025-10-09T00:08:34.252049] [INFO ] [sig ] TG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:34.394542] [INFO ] [LOCAL ] Saved forecast: TG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TG.txt [2025-10-09T00:08:34.394815] [WARN ] [sig ] [1932/2211] Failed TG after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 53.8s [2025-10-09T00:08:34.394895] [INFO ] [sig ] [1933/2211] Forecasting TGLS... [2025-10-09T00:08:34.394964] [INFO ] [sig ] Generating forecast for: TGLS [2025-10-09T00:08:34.395034] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGLS' from 'https://tdm.silogroup.org/data/derivative_storage/TGLS.csv'. [2025-10-09T00:08:34.404787] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TGLS'. [2025-10-09T00:08:34.405149] [INFO ] [FORECASTER] Starting predict_future for TGLS [2025-10-09T00:08:34.430446] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:34.431231] [DEBUG] [LOCAL ] No optimal features file found for TGLS: ./output/feature-sets/TGLS.txt [2025-10-09T00:08:34.431308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:34.431379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:34.431446] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:34.431548] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:34.448848] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:34.449510] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:34.449614] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:34.449702] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:34.483203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:34.483403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:34.483452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:34.483505] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:34.487144] [DEBUG] [FORECASTER] TGLS: Forecast T+1@11:T+2@11: UP (p=91.54%) [2025-10-09T00:08:34.487458] [INFO ] [FORECASTER] Completed predict_future for TGLS [2025-10-09T00:08:34.487601] [INFO ] [sig ] TGLS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:34.641625] [INFO ] [LOCAL ] Saved forecast: TGLS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TGLS.txt [2025-10-09T00:08:34.641917] [WARN ] [sig ] [1933/2211] Failed TGLS after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 53.6s [2025-10-09T00:08:34.642012] [INFO ] [sig ] [1934/2211] Forecasting TGNA... [2025-10-09T00:08:34.642094] [INFO ] [sig ] Generating forecast for: TGNA [2025-10-09T00:08:34.642177] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGNA' from 'https://tdm.silogroup.org/data/derivative_storage/TGNA.csv'. [2025-10-09T00:08:34.652003] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TGNA'. [2025-10-09T00:08:34.652358] [INFO ] [FORECASTER] Starting predict_future for TGNA [2025-10-09T00:08:34.678186] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:34.679048] [DEBUG] [LOCAL ] No optimal features file found for TGNA: ./output/feature-sets/TGNA.txt [2025-10-09T00:08:34.679127] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:34.679201] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:34.679309] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:34.679425] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:34.697521] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:34.698189] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:34.698295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:34.698367] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:34.735140] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:34.735299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:34.735345] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:34.735379] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:34.738846] [DEBUG] [FORECASTER] TGNA: Forecast T+1@11:T+2@11: DOWN (p=43.68%) [2025-10-09T00:08:34.739140] [INFO ] [FORECASTER] Completed predict_future for TGNA [2025-10-09T00:08:34.739312] [INFO ] [sig ] TGNA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:34.880171] [INFO ] [LOCAL ] Saved forecast: TGNA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TGNA.txt [2025-10-09T00:08:34.880502] [WARN ] [sig ] [1934/2211] Failed TGNA after 0.2s | 5.19 sym/s | Total: 6.2m | ETA: 53.4s [2025-10-09T00:08:34.880585] [INFO ] [sig ] [1935/2211] Forecasting TGS... [2025-10-09T00:08:34.880840] [INFO ] [sig ] Generating forecast for: TGS [2025-10-09T00:08:34.880914] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGS' from 'https://tdm.silogroup.org/data/derivative_storage/TGS.csv'. [2025-10-09T00:08:34.890543] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TGS'. [2025-10-09T00:08:34.890932] [INFO ] [FORECASTER] Starting predict_future for TGS [2025-10-09T00:08:34.917140] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:34.918001] [DEBUG] [LOCAL ] No optimal features file found for TGS: ./output/feature-sets/TGS.txt [2025-10-09T00:08:34.918082] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:34.918155] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:34.918226] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:34.918341] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:34.936320] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:34.936960] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:34.937069] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:34.937143] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:34.973003] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:34.973129] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:34.973171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:34.973205] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:34.976473] [DEBUG] [FORECASTER] TGS: Forecast T+1@11:T+2@11: UP (p=89.17%) [2025-10-09T00:08:34.976804] [INFO ] [FORECASTER] Completed predict_future for TGS [2025-10-09T00:08:34.976963] [INFO ] [sig ] TGS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:35.128301] [INFO ] [LOCAL ] Saved forecast: TGS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TGS.txt [2025-10-09T00:08:35.128636] [WARN ] [sig ] [1935/2211] Failed TGS after 0.2s | 5.18 sym/s | Total: 6.2m | ETA: 53.2s [2025-10-09T00:08:35.128735] [INFO ] [sig ] [1936/2211] Forecasting TGT... [2025-10-09T00:08:35.128778] [INFO ] [sig ] Generating forecast for: TGT [2025-10-09T00:08:35.128840] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGT' from 'https://tdm.silogroup.org/data/derivative_storage/TGT.csv'. [2025-10-09T00:08:35.141106] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TGT'. [2025-10-09T00:08:35.141595] [INFO ] [FORECASTER] Starting predict_future for TGT [2025-10-09T00:08:35.176546] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:35.177970] [DEBUG] [LOCAL ] No optimal features file found for TGT: ./output/feature-sets/TGT.txt [2025-10-09T00:08:35.178054] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:35.178138] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:35.178216] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:35.178338] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:35.201615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:35.203083] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:35.203203] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:35.203275] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:35.242678] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:35.242888] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:35.242967] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:35.243022] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:35.247262] [DEBUG] [FORECASTER] TGT: Forecast T+1@11:T+2@11: UP (p=51.38%) [2025-10-09T00:08:35.247706] [INFO ] [FORECASTER] Completed predict_future for TGT [2025-10-09T00:08:35.247920] [INFO ] [sig ] TGT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:35.438164] [INFO ] [LOCAL ] Saved forecast: TGT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TGT.txt [2025-10-09T00:08:35.438557] [WARN ] [sig ] [1936/2211] Failed TGT after 0.3s | 5.18 sym/s | Total: 6.2m | ETA: 53.1s [2025-10-09T00:08:35.438684] [INFO ] [sig ] [1937/2211] Forecasting THC... [2025-10-09T00:08:35.438780] [INFO ] [sig ] Generating forecast for: THC [2025-10-09T00:08:35.438877] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THC' from 'https://tdm.silogroup.org/data/derivative_storage/THC.csv'. [2025-10-09T00:08:35.449614] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'THC'. [2025-10-09T00:08:35.450205] [INFO ] [FORECASTER] Starting predict_future for THC [2025-10-09T00:08:35.479816] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:35.480885] [DEBUG] [LOCAL ] No optimal features file found for THC: ./output/feature-sets/THC.txt [2025-10-09T00:08:35.480994] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:35.481077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:35.481153] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:35.481265] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:35.500331] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:35.501342] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:35.501483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:35.501554] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:35.546170] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:35.546406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:35.546463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:35.546502] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:35.550991] [DEBUG] [FORECASTER] THC: Forecast T+1@11:T+2@11: UP (p=74.03%) [2025-10-09T00:08:35.551419] [INFO ] [FORECASTER] Completed predict_future for THC [2025-10-09T00:08:35.551591] [INFO ] [sig ] THC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:35.779590] [INFO ] [LOCAL ] Saved forecast: THC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/THC.txt [2025-10-09T00:08:35.780074] [WARN ] [sig ] [1937/2211] Failed THC after 0.3s | 5.18 sym/s | Total: 6.2m | ETA: 52.9s [2025-10-09T00:08:35.780163] [INFO ] [sig ] [1938/2211] Forecasting THG... [2025-10-09T00:08:35.780249] [INFO ] [sig ] Generating forecast for: THG [2025-10-09T00:08:35.781494] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THG' from 'https://tdm.silogroup.org/data/derivative_storage/THG.csv'. [2025-10-09T00:08:35.799570] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'THG'. [2025-10-09T00:08:35.800255] [INFO ] [FORECASTER] Starting predict_future for THG [2025-10-09T00:08:35.841258] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:35.842618] [DEBUG] [LOCAL ] No optimal features file found for THG: ./output/feature-sets/THG.txt [2025-10-09T00:08:35.842749] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:35.842842] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:35.842931] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:35.843063] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:35.873293] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:35.874632] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:35.874810] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:35.874901] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:35.939126] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:35.939781] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:35.939868] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:35.939913] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:35.944757] [DEBUG] [FORECASTER] THG: Forecast T+1@11:T+2@11: UP (p=60.50%) [2025-10-09T00:08:35.945236] [INFO ] [FORECASTER] Completed predict_future for THG [2025-10-09T00:08:35.945414] [INFO ] [sig ] THG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:36.116350] [INFO ] [LOCAL ] Saved forecast: THG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/THG.txt [2025-10-09T00:08:36.116752] [WARN ] [sig ] [1938/2211] Failed THG after 0.3s | 5.18 sym/s | Total: 6.2m | ETA: 52.7s [2025-10-09T00:08:36.116852] [INFO ] [sig ] [1939/2211] Forecasting THIR... [2025-10-09T00:08:36.116946] [INFO ] [sig ] Generating forecast for: THIR [2025-10-09T00:08:36.117056] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THIR' from 'https://tdm.silogroup.org/data/derivative_storage/THIR.csv'. [2025-10-09T00:08:36.129981] [DEBUG] [REMOTE ] Successfully parsed 1785 rows of historical data for symbol 'THIR'. [2025-10-09T00:08:36.130475] [INFO ] [FORECASTER] Starting predict_future for THIR [2025-10-09T00:08:36.169330] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:36.170632] [DEBUG] [LOCAL ] No optimal features file found for THIR: ./output/feature-sets/THIR.txt [2025-10-09T00:08:36.170784] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:36.170889] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:36.171085] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:36.171218] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:36.200010] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:36.201156] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:36.201286] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:36.201379] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:36.237107] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:36.237323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:36.237372] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:36.237407] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:36.241568] [DEBUG] [FORECASTER] THIR: Forecast T+1@11:T+2@11: UP (p=75.26%) [2025-10-09T00:08:36.242096] [INFO ] [FORECASTER] Completed predict_future for THIR [2025-10-09T00:08:36.242262] [INFO ] [sig ] THIR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:36.392994] [INFO ] [LOCAL ] Saved forecast: THIR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/THIR.txt [2025-10-09T00:08:36.393310] [WARN ] [sig ] [1939/2211] Failed THIR after 0.3s | 5.18 sym/s | Total: 6.2m | ETA: 52.5s [2025-10-09T00:08:36.393408] [INFO ] [sig ] [1940/2211] Forecasting THLV... [2025-10-09T00:08:36.393567] [INFO ] [sig ] Generating forecast for: THLV [2025-10-09T00:08:36.393638] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THLV' from 'https://tdm.silogroup.org/data/derivative_storage/THLV.csv'. [2025-10-09T00:08:36.404400] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'THLV'. [2025-10-09T00:08:36.405181] [INFO ] [FORECASTER] Starting predict_future for THLV [2025-10-09T00:08:36.436146] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:36.437194] [DEBUG] [LOCAL ] No optimal features file found for THLV: ./output/feature-sets/THLV.txt [2025-10-09T00:08:36.437290] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:36.437379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:36.437462] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:36.437586] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:36.456866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:36.457938] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:36.458079] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:36.458151] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:36.497827] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:36.498037] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:36.498099] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:36.498156] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:36.502061] [DEBUG] [FORECASTER] THLV: Forecast T+1@11:T+2@11: UP (p=83.14%) [2025-10-09T00:08:36.502391] [INFO ] [FORECASTER] Completed predict_future for THLV [2025-10-09T00:08:36.502540] [INFO ] [sig ] THLV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:36.658369] [INFO ] [LOCAL ] Saved forecast: THLV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/THLV.txt [2025-10-09T00:08:36.658693] [WARN ] [sig ] [1940/2211] Failed THLV after 0.3s | 5.18 sym/s | Total: 6.2m | ETA: 52.4s [2025-10-09T00:08:36.658776] [INFO ] [sig ] [1941/2211] Forecasting THO... [2025-10-09T00:08:36.658846] [INFO ] [sig ] Generating forecast for: THO [2025-10-09T00:08:36.658917] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THO' from 'https://tdm.silogroup.org/data/derivative_storage/THO.csv'. [2025-10-09T00:08:36.669899] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'THO'. [2025-10-09T00:08:36.670351] [INFO ] [FORECASTER] Starting predict_future for THO [2025-10-09T00:08:36.696388] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:36.697270] [DEBUG] [LOCAL ] No optimal features file found for THO: ./output/feature-sets/THO.txt [2025-10-09T00:08:36.697349] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:36.697420] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:36.697488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:36.697616] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:36.715521] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:36.716329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:36.716438] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:36.716508] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:36.754445] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:36.754638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:36.754737] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:36.754783] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:36.758516] [DEBUG] [FORECASTER] THO: Forecast T+1@11:T+2@11: DOWN (p=48.21%) [2025-10-09T00:08:36.758893] [INFO ] [FORECASTER] Completed predict_future for THO [2025-10-09T00:08:36.759051] [INFO ] [sig ] THO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:36.908263] [INFO ] [LOCAL ] Saved forecast: THO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/THO.txt [2025-10-09T00:08:36.908559] [WARN ] [sig ] [1941/2211] Failed THO after 0.2s | 5.18 sym/s | Total: 6.3m | ETA: 52.2s [2025-10-09T00:08:36.908638] [INFO ] [sig ] [1942/2211] Forecasting THQ... [2025-10-09T00:08:36.908763] [INFO ] [sig ] Generating forecast for: THQ [2025-10-09T00:08:36.908813] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THQ' from 'https://tdm.silogroup.org/data/derivative_storage/THQ.csv'. [2025-10-09T00:08:36.919810] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'THQ'. [2025-10-09T00:08:36.920176] [INFO ] [FORECASTER] Starting predict_future for THQ [2025-10-09T00:08:36.946158] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:36.947010] [DEBUG] [LOCAL ] No optimal features file found for THQ: ./output/feature-sets/THQ.txt [2025-10-09T00:08:36.947089] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:36.947186] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:36.947258] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:36.947357] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:36.966224] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:36.967116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:36.967230] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:36.967302] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:37.000621] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:37.000798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:37.000849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:37.000886] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:37.004444] [DEBUG] [FORECASTER] THQ: Forecast T+1@11:T+2@11: DOWN (p=13.79%) [2025-10-09T00:08:37.004796] [INFO ] [FORECASTER] Completed predict_future for THQ [2025-10-09T00:08:37.004947] [INFO ] [sig ] THQ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:37.149395] [INFO ] [LOCAL ] Saved forecast: THQ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/THQ.txt [2025-10-09T00:08:37.149680] [WARN ] [sig ] [1942/2211] Failed THQ after 0.2s | 5.18 sym/s | Total: 6.3m | ETA: 52.0s [2025-10-09T00:08:37.149763] [INFO ] [sig ] [1943/2211] Forecasting THR... [2025-10-09T00:08:37.149834] [INFO ] [sig ] Generating forecast for: THR [2025-10-09T00:08:37.149984] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THR' from 'https://tdm.silogroup.org/data/derivative_storage/THR.csv'. [2025-10-09T00:08:37.154472] [WARN ] [REMOTE ] Historical data not found for symbol 'THR' (404). [2025-10-09T00:08:37.154693] [FATAL] [sig ] THR: No historical data fetched. [2025-10-09T00:08:37.154798] [WARN ] [sig ] [1943/2211] Failed THR after 0.0s | 5.18 sym/s | Total: 6.3m | ETA: 51.8s [2025-10-09T00:08:37.154876] [INFO ] [sig ] [1944/2211] Forecasting THS... [2025-10-09T00:08:37.154946] [INFO ] [sig ] Generating forecast for: THS [2025-10-09T00:08:37.155012] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THS' from 'https://tdm.silogroup.org/data/derivative_storage/THS.csv'. [2025-10-09T00:08:37.164227] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'THS'. [2025-10-09T00:08:37.164567] [INFO ] [FORECASTER] Starting predict_future for THS [2025-10-09T00:08:37.190471] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:37.191293] [DEBUG] [LOCAL ] No optimal features file found for THS: ./output/feature-sets/THS.txt [2025-10-09T00:08:37.191371] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:37.191441] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:37.191509] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:37.191608] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:37.210064] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:37.210704] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:37.210807] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:37.210878] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:37.243213] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:37.243353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:37.243400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:37.243434] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:37.246932] [DEBUG] [FORECASTER] THS: Forecast T+1@11:T+2@11: UP (p=99.66%) [2025-10-09T00:08:37.247226] [INFO ] [FORECASTER] Completed predict_future for THS [2025-10-09T00:08:37.247360] [INFO ] [sig ] THS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:37.395629] [INFO ] [LOCAL ] Saved forecast: THS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/THS.txt [2025-10-09T00:08:37.395920] [WARN ] [sig ] [1944/2211] Failed THS after 0.2s | 5.18 sym/s | Total: 6.3m | ETA: 51.6s [2025-10-09T00:08:37.395999] [INFO ] [sig ] [1945/2211] Forecasting THW... [2025-10-09T00:08:37.396068] [INFO ] [sig ] Generating forecast for: THW [2025-10-09T00:08:37.396138] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THW' from 'https://tdm.silogroup.org/data/derivative_storage/THW.csv'. [2025-10-09T00:08:37.406389] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'THW'. [2025-10-09T00:08:37.406772] [INFO ] [FORECASTER] Starting predict_future for THW [2025-10-09T00:08:37.432334] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:37.433128] [DEBUG] [LOCAL ] No optimal features file found for THW: ./output/feature-sets/THW.txt [2025-10-09T00:08:37.433205] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:37.433276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:37.433343] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:37.433440] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:37.451511] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:37.452180] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:37.452284] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:37.452354] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:37.486895] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:37.487107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:37.487158] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:37.487193] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:37.491222] [DEBUG] [FORECASTER] THW: Forecast T+1@11:T+2@11: DOWN (p=19.62%) [2025-10-09T00:08:37.491562] [INFO ] [FORECASTER] Completed predict_future for THW [2025-10-09T00:08:37.491744] [INFO ] [sig ] THW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:37.632479] [INFO ] [LOCAL ] Saved forecast: THW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/THW.txt [2025-10-09T00:08:37.632875] [WARN ] [sig ] [1945/2211] Failed THW after 0.2s | 5.18 sym/s | Total: 6.3m | ETA: 51.4s [2025-10-09T00:08:37.632959] [INFO ] [sig ] [1946/2211] Forecasting TIMB... [2025-10-09T00:08:37.633028] [INFO ] [sig ] Generating forecast for: TIMB [2025-10-09T00:08:37.633099] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TIMB' from 'https://tdm.silogroup.org/data/derivative_storage/TIMB.csv'. [2025-10-09T00:08:37.644110] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TIMB'. [2025-10-09T00:08:37.644528] [INFO ] [FORECASTER] Starting predict_future for TIMB [2025-10-09T00:08:37.670383] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:37.671242] [DEBUG] [LOCAL ] No optimal features file found for TIMB: ./output/feature-sets/TIMB.txt [2025-10-09T00:08:37.671321] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:37.671391] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:37.671459] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:37.671557] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:37.689075] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:37.689899] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:37.690008] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:37.690078] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:37.726141] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:37.726327] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:37.726385] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:37.726449] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:37.730234] [DEBUG] [FORECASTER] TIMB: Forecast T+1@11:T+2@11: UP (p=69.35%) [2025-10-09T00:08:37.730533] [INFO ] [FORECASTER] Completed predict_future for TIMB [2025-10-09T00:08:37.730705] [INFO ] [sig ] TIMB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:37.877109] [INFO ] [LOCAL ] Saved forecast: TIMB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TIMB.txt [2025-10-09T00:08:37.877377] [WARN ] [sig ] [1946/2211] Failed TIMB after 0.2s | 5.18 sym/s | Total: 6.3m | ETA: 51.2s [2025-10-09T00:08:37.877455] [INFO ] [sig ] [1947/2211] Forecasting TISI... [2025-10-09T00:08:37.877525] [INFO ] [sig ] Generating forecast for: TISI [2025-10-09T00:08:37.877595] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TISI' from 'https://tdm.silogroup.org/data/derivative_storage/TISI.csv'. [2025-10-09T00:08:37.887258] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TISI'. [2025-10-09T00:08:37.887534] [INFO ] [FORECASTER] Starting predict_future for TISI [2025-10-09T00:08:37.913140] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:37.914000] [DEBUG] [LOCAL ] No optimal features file found for TISI: ./output/feature-sets/TISI.txt [2025-10-09T00:08:37.914077] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:37.914147] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:37.914215] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:37.914312] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:37.932414] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:37.933076] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:37.933180] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:37.933249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:37.977197] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:37.977408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:37.977457] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:37.977493] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:37.981429] [DEBUG] [FORECASTER] TISI: Forecast T+1@11:T+2@11: UP (p=52.30%) [2025-10-09T00:08:37.981905] [INFO ] [FORECASTER] Completed predict_future for TISI [2025-10-09T00:08:37.982076] [INFO ] [sig ] TISI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:38.127232] [INFO ] [LOCAL ] Saved forecast: TISI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TISI.txt [2025-10-09T00:08:38.127524] [WARN ] [sig ] [1947/2211] Failed TISI after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 51.0s [2025-10-09T00:08:38.127604] [INFO ] [sig ] [1948/2211] Forecasting TIXT... [2025-10-09T00:08:38.127707] [INFO ] [sig ] Generating forecast for: TIXT [2025-10-09T00:08:38.127792] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TIXT' from 'https://tdm.silogroup.org/data/derivative_storage/TIXT.csv'. [2025-10-09T00:08:38.138204] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TIXT'. [2025-10-09T00:08:38.138509] [INFO ] [FORECASTER] Starting predict_future for TIXT [2025-10-09T00:08:38.164102] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:38.164909] [DEBUG] [LOCAL ] No optimal features file found for TIXT: ./output/feature-sets/TIXT.txt [2025-10-09T00:08:38.164988] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:38.165059] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:38.165128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:38.165244] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:38.183280] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:38.183903] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:38.184027] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:38.184100] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:38.220086] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:38.220283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:38.220332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:38.220367] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:38.224080] [DEBUG] [FORECASTER] TIXT: Forecast T+1@11:T+2@11: DOWN (p=3.05%) [2025-10-09T00:08:38.224386] [INFO ] [FORECASTER] Completed predict_future for TIXT [2025-10-09T00:08:38.224565] [INFO ] [sig ] TIXT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:38.369338] [INFO ] [LOCAL ] Saved forecast: TIXT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TIXT.txt [2025-10-09T00:08:38.369613] [WARN ] [sig ] [1948/2211] Failed TIXT after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 50.8s [2025-10-09T00:08:38.369719] [INFO ] [sig ] [1949/2211] Forecasting TJX... [2025-10-09T00:08:38.369793] [INFO ] [sig ] Generating forecast for: TJX [2025-10-09T00:08:38.369865] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TJX' from 'https://tdm.silogroup.org/data/derivative_storage/TJX.csv'. [2025-10-09T00:08:38.380127] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TJX'. [2025-10-09T00:08:38.380435] [INFO ] [FORECASTER] Starting predict_future for TJX [2025-10-09T00:08:38.408040] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:38.409004] [DEBUG] [LOCAL ] No optimal features file found for TJX: ./output/feature-sets/TJX.txt [2025-10-09T00:08:38.409084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:38.409155] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:38.409225] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:38.409363] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:38.427039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:38.427747] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:38.427863] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:38.427933] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:38.466243] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:38.466453] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:38.466533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:38.466576] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:38.470506] [DEBUG] [FORECASTER] TJX: Forecast T+1@11:T+2@11: DOWN (p=44.56%) [2025-10-09T00:08:38.470862] [INFO ] [FORECASTER] Completed predict_future for TJX [2025-10-09T00:08:38.471026] [INFO ] [sig ] TJX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:38.614104] [INFO ] [LOCAL ] Saved forecast: TJX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TJX.txt [2025-10-09T00:08:38.614384] [WARN ] [sig ] [1949/2211] Failed TJX after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 50.6s [2025-10-09T00:08:38.614462] [INFO ] [sig ] [1950/2211] Forecasting TK... [2025-10-09T00:08:38.614533] [INFO ] [sig ] Generating forecast for: TK [2025-10-09T00:08:38.614603] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TK' from 'https://tdm.silogroup.org/data/derivative_storage/TK.csv'. [2025-10-09T00:08:38.625378] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TK'. [2025-10-09T00:08:38.625859] [INFO ] [FORECASTER] Starting predict_future for TK [2025-10-09T00:08:38.651917] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:38.652754] [DEBUG] [LOCAL ] No optimal features file found for TK: ./output/feature-sets/TK.txt [2025-10-09T00:08:38.652832] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:38.652905] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:38.652974] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:38.653075] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:38.670928] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:38.671506] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:38.671611] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:38.671705] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:38.706390] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:38.706561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:38.706608] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:38.706668] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:38.710327] [DEBUG] [FORECASTER] TK: Forecast T+1@11:T+2@11: DOWN (p=5.18%) [2025-10-09T00:08:38.710676] [INFO ] [FORECASTER] Completed predict_future for TK [2025-10-09T00:08:38.710844] [INFO ] [sig ] TK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:38.852427] [INFO ] [LOCAL ] Saved forecast: TK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TK.txt [2025-10-09T00:08:38.852732] [WARN ] [sig ] [1950/2211] Failed TK after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 50.5s [2025-10-09T00:08:38.852815] [INFO ] [sig ] [1951/2211] Forecasting TKC... [2025-10-09T00:08:38.852888] [INFO ] [sig ] Generating forecast for: TKC [2025-10-09T00:08:38.852962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TKC' from 'https://tdm.silogroup.org/data/derivative_storage/TKC.csv'. [2025-10-09T00:08:38.863875] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TKC'. [2025-10-09T00:08:38.864228] [INFO ] [FORECASTER] Starting predict_future for TKC [2025-10-09T00:08:38.889994] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:38.890839] [DEBUG] [LOCAL ] No optimal features file found for TKC: ./output/feature-sets/TKC.txt [2025-10-09T00:08:38.890918] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:38.890990] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:38.891060] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:38.891175] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:38.909446] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:38.910136] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:38.910242] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:38.910328] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:38.949318] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:38.949454] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:38.949500] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:38.949535] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:38.953058] [DEBUG] [FORECASTER] TKC: Forecast T+1@11:T+2@11: UP (p=63.79%) [2025-10-09T00:08:38.953357] [INFO ] [FORECASTER] Completed predict_future for TKC [2025-10-09T00:08:38.953499] [INFO ] [sig ] TKC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:39.100996] [INFO ] [LOCAL ] Saved forecast: TKC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TKC.txt [2025-10-09T00:08:39.101252] [WARN ] [sig ] [1951/2211] Failed TKC after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 50.3s [2025-10-09T00:08:39.101338] [INFO ] [sig ] [1952/2211] Forecasting TKO... [2025-10-09T00:08:39.101408] [INFO ] [sig ] Generating forecast for: TKO [2025-10-09T00:08:39.101479] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TKO' from 'https://tdm.silogroup.org/data/derivative_storage/TKO.csv'. [2025-10-09T00:08:39.112358] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TKO'. [2025-10-09T00:08:39.112752] [INFO ] [FORECASTER] Starting predict_future for TKO [2025-10-09T00:08:39.139762] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:39.140663] [DEBUG] [LOCAL ] No optimal features file found for TKO: ./output/feature-sets/TKO.txt [2025-10-09T00:08:39.140744] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:39.140835] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:39.140937] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:39.141081] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:39.159521] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:39.160291] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:39.160401] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:39.160486] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:39.201328] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:39.201475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:39.201536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:39.201573] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:39.205176] [DEBUG] [FORECASTER] TKO: Forecast T+1@11:T+2@11: UP (p=76.08%) [2025-10-09T00:08:39.205472] [INFO ] [FORECASTER] Completed predict_future for TKO [2025-10-09T00:08:39.205679] [INFO ] [sig ] TKO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:39.349925] [INFO ] [LOCAL ] Saved forecast: TKO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TKO.txt [2025-10-09T00:08:39.350200] [WARN ] [sig ] [1952/2211] Failed TKO after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 50.1s [2025-10-09T00:08:39.350279] [INFO ] [sig ] [1953/2211] Forecasting TKR... [2025-10-09T00:08:39.350432] [INFO ] [sig ] Generating forecast for: TKR [2025-10-09T00:08:39.350504] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TKR' from 'https://tdm.silogroup.org/data/derivative_storage/TKR.csv'. [2025-10-09T00:08:39.362035] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TKR'. [2025-10-09T00:08:39.362445] [INFO ] [FORECASTER] Starting predict_future for TKR [2025-10-09T00:08:39.388703] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:39.389529] [DEBUG] [LOCAL ] No optimal features file found for TKR: ./output/feature-sets/TKR.txt [2025-10-09T00:08:39.389608] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:39.389705] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:39.389779] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:39.389880] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:39.408118] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:39.408772] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:39.408878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:39.408945] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:39.445473] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:39.445607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:39.445676] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:39.445754] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:39.449290] [DEBUG] [FORECASTER] TKR: Forecast T+1@11:T+2@11: DOWN (p=24.32%) [2025-10-09T00:08:39.449593] [INFO ] [FORECASTER] Completed predict_future for TKR [2025-10-09T00:08:39.449814] [INFO ] [sig ] TKR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:39.595725] [INFO ] [LOCAL ] Saved forecast: TKR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TKR.txt [2025-10-09T00:08:39.596032] [WARN ] [sig ] [1953/2211] Failed TKR after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 49.9s [2025-10-09T00:08:39.596112] [INFO ] [sig ] [1954/2211] Forecasting TLK... [2025-10-09T00:08:39.596183] [INFO ] [sig ] Generating forecast for: TLK [2025-10-09T00:08:39.596253] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TLK' from 'https://tdm.silogroup.org/data/derivative_storage/TLK.csv'. [2025-10-09T00:08:39.606423] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TLK'. [2025-10-09T00:08:39.606869] [INFO ] [FORECASTER] Starting predict_future for TLK [2025-10-09T00:08:39.632908] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:39.633738] [DEBUG] [LOCAL ] No optimal features file found for TLK: ./output/feature-sets/TLK.txt [2025-10-09T00:08:39.633817] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:39.633890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:39.633959] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:39.634063] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:39.652120] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:39.652738] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:39.652842] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:39.652911] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:39.689903] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:39.690072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:39.690118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:39.690152] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:39.693638] [DEBUG] [FORECASTER] TLK: Forecast T+1@11:T+2@11: DOWN (p=19.12%) [2025-10-09T00:08:39.693960] [INFO ] [FORECASTER] Completed predict_future for TLK [2025-10-09T00:08:39.694099] [INFO ] [sig ] TLK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:39.837812] [INFO ] [LOCAL ] Saved forecast: TLK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TLK.txt [2025-10-09T00:08:39.838065] [WARN ] [sig ] [1954/2211] Failed TLK after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 49.7s [2025-10-09T00:08:39.838141] [INFO ] [sig ] [1955/2211] Forecasting TLYS... [2025-10-09T00:08:39.838211] [INFO ] [sig ] Generating forecast for: TLYS [2025-10-09T00:08:39.838282] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TLYS' from 'https://tdm.silogroup.org/data/derivative_storage/TLYS.csv'. [2025-10-09T00:08:39.848826] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TLYS'. [2025-10-09T00:08:39.849166] [INFO ] [FORECASTER] Starting predict_future for TLYS [2025-10-09T00:08:39.874902] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:39.875836] [DEBUG] [LOCAL ] No optimal features file found for TLYS: ./output/feature-sets/TLYS.txt [2025-10-09T00:08:39.875919] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:39.875991] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:39.876059] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:39.876157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:39.894189] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:39.895066] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:39.895177] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:39.895246] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:39.933089] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:39.933309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:39.933359] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:39.933396] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:39.937195] [DEBUG] [FORECASTER] TLYS: Forecast T+1@11:T+2@11: DOWN (p=40.75%) [2025-10-09T00:08:39.937530] [INFO ] [FORECASTER] Completed predict_future for TLYS [2025-10-09T00:08:39.937725] [INFO ] [sig ] TLYS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:40.089692] [INFO ] [LOCAL ] Saved forecast: TLYS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TLYS.txt [2025-10-09T00:08:40.089957] [WARN ] [sig ] [1955/2211] Failed TLYS after 0.3s | 5.17 sym/s | Total: 6.3m | ETA: 49.5s [2025-10-09T00:08:40.090034] [INFO ] [sig ] [1956/2211] Forecasting TM... [2025-10-09T00:08:40.090105] [INFO ] [sig ] Generating forecast for: TM [2025-10-09T00:08:40.090176] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TM' from 'https://tdm.silogroup.org/data/derivative_storage/TM.csv'. [2025-10-09T00:08:40.100552] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TM'. [2025-10-09T00:08:40.100950] [INFO ] [FORECASTER] Starting predict_future for TM [2025-10-09T00:08:40.127059] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:40.127895] [DEBUG] [LOCAL ] No optimal features file found for TM: ./output/feature-sets/TM.txt [2025-10-09T00:08:40.127974] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:40.128046] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:40.128114] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:40.128214] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:40.146577] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:40.147267] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:40.147380] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:40.147451] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:40.187250] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:40.187450] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:40.187497] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:40.187532] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:40.191254] [DEBUG] [FORECASTER] TM: Forecast T+1@11:T+2@11: DOWN (p=29.11%) [2025-10-09T00:08:40.191552] [INFO ] [FORECASTER] Completed predict_future for TM [2025-10-09T00:08:40.191727] [INFO ] [sig ] TM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:40.335624] [INFO ] [LOCAL ] Saved forecast: TM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TM.txt [2025-10-09T00:08:40.335973] [WARN ] [sig ] [1956/2211] Failed TM after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 49.3s [2025-10-09T00:08:40.336054] [INFO ] [sig ] [1957/2211] Forecasting TME... [2025-10-09T00:08:40.336124] [INFO ] [sig ] Generating forecast for: TME [2025-10-09T00:08:40.336196] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TME' from 'https://tdm.silogroup.org/data/derivative_storage/TME.csv'. [2025-10-09T00:08:40.347002] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TME'. [2025-10-09T00:08:40.347321] [INFO ] [FORECASTER] Starting predict_future for TME [2025-10-09T00:08:40.372971] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:40.373810] [DEBUG] [LOCAL ] No optimal features file found for TME: ./output/feature-sets/TME.txt [2025-10-09T00:08:40.373895] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:40.373967] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:40.374036] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:40.374132] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:40.392454] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:40.393119] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:40.393221] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:40.393291] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:40.430613] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:40.430798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:40.430850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:40.430885] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:40.434301] [DEBUG] [FORECASTER] TME: Forecast T+1@11:T+2@11: UP (p=56.28%) [2025-10-09T00:08:40.434591] [INFO ] [FORECASTER] Completed predict_future for TME [2025-10-09T00:08:40.434760] [INFO ] [sig ] TME: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:40.576988] [INFO ] [LOCAL ] Saved forecast: TME 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TME.txt [2025-10-09T00:08:40.577271] [WARN ] [sig ] [1957/2211] Failed TME after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 49.2s [2025-10-09T00:08:40.577349] [INFO ] [sig ] [1958/2211] Forecasting TMHC... [2025-10-09T00:08:40.577418] [INFO ] [sig ] Generating forecast for: TMHC [2025-10-09T00:08:40.577488] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TMHC' from 'https://tdm.silogroup.org/data/derivative_storage/TMHC.csv'. [2025-10-09T00:08:40.587740] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TMHC'. [2025-10-09T00:08:40.588106] [INFO ] [FORECASTER] Starting predict_future for TMHC [2025-10-09T00:08:40.614054] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:40.614976] [DEBUG] [LOCAL ] No optimal features file found for TMHC: ./output/feature-sets/TMHC.txt [2025-10-09T00:08:40.615054] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:40.615126] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:40.615193] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:40.615290] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:40.632867] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:40.633852] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:40.633960] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:40.634032] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:40.672703] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:40.672913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:40.672962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:40.672997] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:40.676577] [DEBUG] [FORECASTER] TMHC: Forecast T+1@11:T+2@11: DOWN (p=10.62%) [2025-10-09T00:08:40.676930] [INFO ] [FORECASTER] Completed predict_future for TMHC [2025-10-09T00:08:40.677086] [INFO ] [sig ] TMHC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:40.820741] [INFO ] [LOCAL ] Saved forecast: TMHC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TMHC.txt [2025-10-09T00:08:40.820996] [WARN ] [sig ] [1958/2211] Failed TMHC after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 49.0s [2025-10-09T00:08:40.821082] [INFO ] [sig ] [1959/2211] Forecasting TMO... [2025-10-09T00:08:40.821131] [INFO ] [sig ] Generating forecast for: TMO [2025-10-09T00:08:40.821170] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TMO' from 'https://tdm.silogroup.org/data/derivative_storage/TMO.csv'. [2025-10-09T00:08:40.831825] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TMO'. [2025-10-09T00:08:40.832167] [INFO ] [FORECASTER] Starting predict_future for TMO [2025-10-09T00:08:40.859223] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:40.860162] [DEBUG] [LOCAL ] No optimal features file found for TMO: ./output/feature-sets/TMO.txt [2025-10-09T00:08:40.860246] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:40.860319] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:40.860389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:40.860489] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:40.878081] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:40.878839] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:40.878939] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:40.878989] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:40.919150] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:40.919323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:40.919380] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:40.919416] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:40.922776] [DEBUG] [FORECASTER] TMO: Forecast T+1@11:T+2@11: DOWN (p=4.51%) [2025-10-09T00:08:40.923063] [INFO ] [FORECASTER] Completed predict_future for TMO [2025-10-09T00:08:40.923202] [INFO ] [sig ] TMO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:41.064385] [INFO ] [LOCAL ] Saved forecast: TMO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TMO.txt [2025-10-09T00:08:41.064734] [WARN ] [sig ] [1959/2211] Failed TMO after 0.2s | 5.17 sym/s | Total: 6.3m | ETA: 48.8s [2025-10-09T00:08:41.064816] [INFO ] [sig ] [1960/2211] Forecasting TNC... [2025-10-09T00:08:41.064885] [INFO ] [sig ] Generating forecast for: TNC [2025-10-09T00:08:41.064956] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNC' from 'https://tdm.silogroup.org/data/derivative_storage/TNC.csv'. [2025-10-09T00:08:41.076872] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TNC'. [2025-10-09T00:08:41.077274] [INFO ] [FORECASTER] Starting predict_future for TNC [2025-10-09T00:08:41.107795] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:41.108694] [DEBUG] [LOCAL ] No optimal features file found for TNC: ./output/feature-sets/TNC.txt [2025-10-09T00:08:41.108794] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:41.108882] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:41.108956] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:41.109064] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:41.130535] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:41.131458] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:41.131586] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:41.131688] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:41.169384] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:41.169530] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:41.169610] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:41.169746] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:41.174232] [DEBUG] [FORECASTER] TNC: Forecast T+1@11:T+2@11: DOWN (p=34.89%) [2025-10-09T00:08:41.174607] [INFO ] [FORECASTER] Completed predict_future for TNC [2025-10-09T00:08:41.174834] [INFO ] [sig ] TNC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:41.342024] [INFO ] [LOCAL ] Saved forecast: TNC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TNC.txt [2025-10-09T00:08:41.342346] [WARN ] [sig ] [1960/2211] Failed TNC after 0.3s | 5.17 sym/s | Total: 6.3m | ETA: 48.6s [2025-10-09T00:08:41.342429] [INFO ] [sig ] [1961/2211] Forecasting TNET... [2025-10-09T00:08:41.342502] [INFO ] [sig ] Generating forecast for: TNET [2025-10-09T00:08:41.342552] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNET' from 'https://tdm.silogroup.org/data/derivative_storage/TNET.csv'. [2025-10-09T00:08:41.353795] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TNET'. [2025-10-09T00:08:41.354222] [INFO ] [FORECASTER] Starting predict_future for TNET [2025-10-09T00:08:41.380172] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:41.381043] [DEBUG] [LOCAL ] No optimal features file found for TNET: ./output/feature-sets/TNET.txt [2025-10-09T00:08:41.381123] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:41.381208] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:41.381290] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:41.381413] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:41.398923] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:41.399578] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:41.399708] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:41.399810] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:41.434670] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:41.434859] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:41.434907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:41.434942] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:41.438616] [DEBUG] [FORECASTER] TNET: Forecast T+1@11:T+2@11: UP (p=97.35%) [2025-10-09T00:08:41.438963] [INFO ] [FORECASTER] Completed predict_future for TNET [2025-10-09T00:08:41.439151] [INFO ] [sig ] TNET: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:41.586450] [INFO ] [LOCAL ] Saved forecast: TNET 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TNET.txt [2025-10-09T00:08:41.586827] [WARN ] [sig ] [1961/2211] Failed TNET after 0.2s | 5.16 sym/s | Total: 6.3m | ETA: 48.4s [2025-10-09T00:08:41.586912] [INFO ] [sig ] [1962/2211] Forecasting TNK... [2025-10-09T00:08:41.586985] [INFO ] [sig ] Generating forecast for: TNK [2025-10-09T00:08:41.587131] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNK' from 'https://tdm.silogroup.org/data/derivative_storage/TNK.csv'. [2025-10-09T00:08:41.598308] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TNK'. [2025-10-09T00:08:41.598790] [INFO ] [FORECASTER] Starting predict_future for TNK [2025-10-09T00:08:41.626358] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:41.627297] [DEBUG] [LOCAL ] No optimal features file found for TNK: ./output/feature-sets/TNK.txt [2025-10-09T00:08:41.627381] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:41.627455] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:41.627556] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:41.627710] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:41.645986] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:41.646779] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:41.646893] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:41.646977] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:41.685056] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:41.685212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:41.685277] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:41.685315] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:41.688887] [DEBUG] [FORECASTER] TNK: Forecast T+1@11:T+2@11: UP (p=68.41%) [2025-10-09T00:08:41.689184] [INFO ] [FORECASTER] Completed predict_future for TNK [2025-10-09T00:08:41.689371] [INFO ] [sig ] TNK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:41.833049] [INFO ] [LOCAL ] Saved forecast: TNK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TNK.txt [2025-10-09T00:08:41.833676] [WARN ] [sig ] [1962/2211] Failed TNK after 0.2s | 5.16 sym/s | Total: 6.3m | ETA: 48.2s [2025-10-09T00:08:41.833770] [INFO ] [sig ] [1963/2211] Forecasting TNL... [2025-10-09T00:08:41.833856] [INFO ] [sig ] Generating forecast for: TNL [2025-10-09T00:08:41.833955] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNL' from 'https://tdm.silogroup.org/data/derivative_storage/TNL.csv'. [2025-10-09T00:08:41.844573] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TNL'. [2025-10-09T00:08:41.844989] [INFO ] [FORECASTER] Starting predict_future for TNL [2025-10-09T00:08:41.870335] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:41.871172] [DEBUG] [LOCAL ] No optimal features file found for TNL: ./output/feature-sets/TNL.txt [2025-10-09T00:08:41.871249] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:41.871322] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:41.871447] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:41.871552] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:41.888952] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:41.889614] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:41.889747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:41.889833] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:41.926470] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:41.926636] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:41.926729] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:41.926769] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:41.930274] [DEBUG] [FORECASTER] TNL: Forecast T+1@11:T+2@11: UP (p=89.87%) [2025-10-09T00:08:41.930568] [INFO ] [FORECASTER] Completed predict_future for TNL [2025-10-09T00:08:41.930741] [INFO ] [sig ] TNL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:42.070947] [INFO ] [LOCAL ] Saved forecast: TNL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TNL.txt [2025-10-09T00:08:42.071210] [WARN ] [sig ] [1963/2211] Failed TNL after 0.2s | 5.16 sym/s | Total: 6.3m | ETA: 48.0s [2025-10-09T00:08:42.071314] [INFO ] [sig ] [1964/2211] Forecasting TOL... [2025-10-09T00:08:42.071397] [INFO ] [sig ] Generating forecast for: TOL [2025-10-09T00:08:42.071480] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TOL' from 'https://tdm.silogroup.org/data/derivative_storage/TOL.csv'. [2025-10-09T00:08:42.081821] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TOL'. [2025-10-09T00:08:42.082228] [INFO ] [FORECASTER] Starting predict_future for TOL [2025-10-09T00:08:42.107443] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:42.108250] [DEBUG] [LOCAL ] No optimal features file found for TOL: ./output/feature-sets/TOL.txt [2025-10-09T00:08:42.108327] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:42.108399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:42.108467] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:42.108563] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:42.125872] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:42.126482] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:42.126586] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:42.126634] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:42.163336] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:42.163554] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:42.163603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:42.163638] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:42.167417] [DEBUG] [FORECASTER] TOL: Forecast T+1@11:T+2@11: DOWN (p=2.02%) [2025-10-09T00:08:42.167815] [INFO ] [FORECASTER] Completed predict_future for TOL [2025-10-09T00:08:42.167982] [INFO ] [sig ] TOL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:42.310429] [INFO ] [LOCAL ] Saved forecast: TOL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TOL.txt [2025-10-09T00:08:42.310743] [WARN ] [sig ] [1964/2211] Failed TOL after 0.2s | 5.16 sym/s | Total: 6.3m | ETA: 47.8s [2025-10-09T00:08:42.310829] [INFO ] [sig ] [1965/2211] Forecasting TOST... [2025-10-09T00:08:42.310912] [INFO ] [sig ] Generating forecast for: TOST [2025-10-09T00:08:42.310997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TOST' from 'https://tdm.silogroup.org/data/derivative_storage/TOST.csv'. [2025-10-09T00:08:42.321161] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TOST'. [2025-10-09T00:08:42.321606] [INFO ] [FORECASTER] Starting predict_future for TOST [2025-10-09T00:08:42.346964] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:42.347778] [DEBUG] [LOCAL ] No optimal features file found for TOST: ./output/feature-sets/TOST.txt [2025-10-09T00:08:42.347856] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:42.347949] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:42.348031] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:42.348152] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:42.365808] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:42.366407] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:42.366510] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:42.366592] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:42.402242] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:42.402346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:42.402387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:42.402420] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:42.405577] [DEBUG] [FORECASTER] TOST: Forecast T+1@11:T+2@11: DOWN (p=12.27%) [2025-10-09T00:08:42.405880] [INFO ] [FORECASTER] Completed predict_future for TOST [2025-10-09T00:08:42.406027] [INFO ] [sig ] TOST: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:42.548754] [INFO ] [LOCAL ] Saved forecast: TOST 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TOST.txt [2025-10-09T00:08:42.549008] [WARN ] [sig ] [1965/2211] Failed TOST after 0.2s | 5.16 sym/s | Total: 6.3m | ETA: 47.7s [2025-10-09T00:08:42.549139] [INFO ] [sig ] [1966/2211] Forecasting TPB... [2025-10-09T00:08:42.549214] [INFO ] [sig ] Generating forecast for: TPB [2025-10-09T00:08:42.549326] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPB' from 'https://tdm.silogroup.org/data/derivative_storage/TPB.csv'. [2025-10-09T00:08:42.559925] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TPB'. [2025-10-09T00:08:42.560435] [INFO ] [FORECASTER] Starting predict_future for TPB [2025-10-09T00:08:42.586505] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:42.587296] [DEBUG] [LOCAL ] No optimal features file found for TPB: ./output/feature-sets/TPB.txt [2025-10-09T00:08:42.587391] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:42.587491] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:42.587590] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:42.587762] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:42.605374] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:42.606025] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:42.606155] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:42.606246] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:42.644232] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:42.644452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:42.644507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:42.644542] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:42.648312] [DEBUG] [FORECASTER] TPB: Forecast T+1@11:T+2@11: UP (p=86.01%) [2025-10-09T00:08:42.648619] [INFO ] [FORECASTER] Completed predict_future for TPB [2025-10-09T00:08:42.648805] [INFO ] [sig ] TPB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:42.790465] [INFO ] [LOCAL ] Saved forecast: TPB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TPB.txt [2025-10-09T00:08:42.790809] [WARN ] [sig ] [1966/2211] Failed TPB after 0.2s | 5.16 sym/s | Total: 6.3m | ETA: 47.5s [2025-10-09T00:08:42.790908] [INFO ] [sig ] [1967/2211] Forecasting TPC... [2025-10-09T00:08:42.790994] [INFO ] [sig ] Generating forecast for: TPC [2025-10-09T00:08:42.791077] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPC' from 'https://tdm.silogroup.org/data/derivative_storage/TPC.csv'. [2025-10-09T00:08:42.801186] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TPC'. [2025-10-09T00:08:42.801535] [INFO ] [FORECASTER] Starting predict_future for TPC [2025-10-09T00:08:42.826992] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:42.827799] [DEBUG] [LOCAL ] No optimal features file found for TPC: ./output/feature-sets/TPC.txt [2025-10-09T00:08:42.827881] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:42.827951] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:42.828033] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:42.828156] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:42.845771] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:42.846381] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:42.846485] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:42.846534] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:42.881122] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:42.881242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:42.881284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:42.881332] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:42.884559] [DEBUG] [FORECASTER] TPC: Forecast T+1@11:T+2@11: DOWN (p=8.68%) [2025-10-09T00:08:42.884869] [INFO ] [FORECASTER] Completed predict_future for TPC [2025-10-09T00:08:42.885023] [INFO ] [sig ] TPC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:43.033944] [INFO ] [LOCAL ] Saved forecast: TPC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TPC.txt [2025-10-09T00:08:43.034442] [WARN ] [sig ] [1967/2211] Failed TPC after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 47.3s [2025-10-09T00:08:43.034524] [INFO ] [sig ] [1968/2211] Forecasting TPH... [2025-10-09T00:08:43.034613] [INFO ] [sig ] Generating forecast for: TPH [2025-10-09T00:08:43.034743] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPH' from 'https://tdm.silogroup.org/data/derivative_storage/TPH.csv'. [2025-10-09T00:08:43.046630] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TPH'. [2025-10-09T00:08:43.047035] [INFO ] [FORECASTER] Starting predict_future for TPH [2025-10-09T00:08:43.072618] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:43.073432] [DEBUG] [LOCAL ] No optimal features file found for TPH: ./output/feature-sets/TPH.txt [2025-10-09T00:08:43.073511] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:43.073595] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:43.073696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:43.073817] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:43.091294] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:43.091938] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:43.092053] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:43.092126] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:43.127959] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:43.128067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:43.128108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:43.128140] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:43.131405] [DEBUG] [FORECASTER] TPH: Forecast T+1@11:T+2@11: DOWN (p=2.52%) [2025-10-09T00:08:43.131710] [INFO ] [FORECASTER] Completed predict_future for TPH [2025-10-09T00:08:43.131871] [INFO ] [sig ] TPH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:43.271866] [INFO ] [LOCAL ] Saved forecast: TPH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TPH.txt [2025-10-09T00:08:43.272159] [WARN ] [sig ] [1968/2211] Failed TPH after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 47.1s [2025-10-09T00:08:43.272260] [INFO ] [sig ] [1969/2211] Forecasting TPL... [2025-10-09T00:08:43.272321] [INFO ] [sig ] Generating forecast for: TPL [2025-10-09T00:08:43.272384] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPL' from 'https://tdm.silogroup.org/data/derivative_storage/TPL.csv'. [2025-10-09T00:08:43.283592] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TPL'. [2025-10-09T00:08:43.283997] [INFO ] [FORECASTER] Starting predict_future for TPL [2025-10-09T00:08:43.309315] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:43.310174] [DEBUG] [LOCAL ] No optimal features file found for TPL: ./output/feature-sets/TPL.txt [2025-10-09T00:08:43.310251] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:43.310321] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:43.310403] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:43.310516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:43.327985] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:43.328689] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:43.328794] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:43.328843] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:43.363029] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:43.363226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:43.363291] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:43.363335] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:43.367388] [DEBUG] [FORECASTER] TPL: Forecast T+1@11:T+2@11: DOWN (p=10.44%) [2025-10-09T00:08:43.367805] [INFO ] [FORECASTER] Completed predict_future for TPL [2025-10-09T00:08:43.367973] [INFO ] [sig ] TPL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:43.541975] [INFO ] [LOCAL ] Saved forecast: TPL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TPL.txt [2025-10-09T00:08:43.542298] [WARN ] [sig ] [1969/2211] Failed TPL after 0.3s | 5.16 sym/s | Total: 6.4m | ETA: 46.9s [2025-10-09T00:08:43.542381] [INFO ] [sig ] [1970/2211] Forecasting TPR... [2025-10-09T00:08:43.542463] [INFO ] [sig ] Generating forecast for: TPR [2025-10-09T00:08:43.542548] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPR' from 'https://tdm.silogroup.org/data/derivative_storage/TPR.csv'. [2025-10-09T00:08:43.553395] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TPR'. [2025-10-09T00:08:43.553790] [INFO ] [FORECASTER] Starting predict_future for TPR [2025-10-09T00:08:43.579272] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:43.580068] [DEBUG] [LOCAL ] No optimal features file found for TPR: ./output/feature-sets/TPR.txt [2025-10-09T00:08:43.580145] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:43.580215] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:43.580282] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:43.580400] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:43.598096] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:43.598715] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:43.598818] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:43.598889] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:43.634068] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:43.634178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:43.634220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:43.634253] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:43.637461] [DEBUG] [FORECASTER] TPR: Forecast T+1@11:T+2@11: DOWN (p=9.41%) [2025-10-09T00:08:43.637783] [INFO ] [FORECASTER] Completed predict_future for TPR [2025-10-09T00:08:43.637958] [INFO ] [sig ] TPR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:43.778613] [INFO ] [LOCAL ] Saved forecast: TPR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TPR.txt [2025-10-09T00:08:43.778887] [WARN ] [sig ] [1970/2211] Failed TPR after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 46.7s [2025-10-09T00:08:43.778963] [INFO ] [sig ] [1971/2211] Forecasting TPVG... [2025-10-09T00:08:43.779032] [INFO ] [sig ] Generating forecast for: TPVG [2025-10-09T00:08:43.779103] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPVG' from 'https://tdm.silogroup.org/data/derivative_storage/TPVG.csv'. [2025-10-09T00:08:43.789160] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TPVG'. [2025-10-09T00:08:43.789516] [INFO ] [FORECASTER] Starting predict_future for TPVG [2025-10-09T00:08:43.815804] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:43.816696] [DEBUG] [LOCAL ] No optimal features file found for TPVG: ./output/feature-sets/TPVG.txt [2025-10-09T00:08:43.816776] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:43.816851] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:43.816919] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:43.817018] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:43.835181] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:43.836141] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:43.836253] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:43.836322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:43.871816] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:43.871942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:43.871985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:43.872019] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:43.875268] [DEBUG] [FORECASTER] TPVG: Forecast T+1@11:T+2@11: DOWN (p=0.85%) [2025-10-09T00:08:43.875551] [INFO ] [FORECASTER] Completed predict_future for TPVG [2025-10-09T00:08:43.875714] [INFO ] [sig ] TPVG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:44.016877] [INFO ] [LOCAL ] Saved forecast: TPVG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TPVG.txt [2025-10-09T00:08:44.017148] [WARN ] [sig ] [1971/2211] Failed TPVG after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 46.5s [2025-10-09T00:08:44.017226] [INFO ] [sig ] [1972/2211] Forecasting TPYP... [2025-10-09T00:08:44.017295] [INFO ] [sig ] Generating forecast for: TPYP [2025-10-09T00:08:44.017365] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPYP' from 'https://tdm.silogroup.org/data/derivative_storage/TPYP.csv'. [2025-10-09T00:08:44.027461] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TPYP'. [2025-10-09T00:08:44.027811] [INFO ] [FORECASTER] Starting predict_future for TPYP [2025-10-09T00:08:44.053296] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:44.054181] [DEBUG] [LOCAL ] No optimal features file found for TPYP: ./output/feature-sets/TPYP.txt [2025-10-09T00:08:44.054259] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:44.054344] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:44.054423] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:44.054542] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:44.072203] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:44.072857] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:44.072959] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:44.073037] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:44.105895] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:44.106018] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:44.106060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:44.106094] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:44.109384] [DEBUG] [FORECASTER] TPYP: Forecast T+1@11:T+2@11: DOWN (p=9.33%) [2025-10-09T00:08:44.109700] [INFO ] [FORECASTER] Completed predict_future for TPYP [2025-10-09T00:08:44.109850] [INFO ] [sig ] TPYP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:44.251478] [INFO ] [LOCAL ] Saved forecast: TPYP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TPYP.txt [2025-10-09T00:08:44.251790] [WARN ] [sig ] [1972/2211] Failed TPYP after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 46.3s [2025-10-09T00:08:44.251879] [INFO ] [sig ] [1973/2211] Forecasting TPZ... [2025-10-09T00:08:44.251959] [INFO ] [sig ] Generating forecast for: TPZ [2025-10-09T00:08:44.252029] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPZ' from 'https://tdm.silogroup.org/data/derivative_storage/TPZ.csv'. [2025-10-09T00:08:44.261809] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'TPZ'. [2025-10-09T00:08:44.262140] [INFO ] [FORECASTER] Starting predict_future for TPZ [2025-10-09T00:08:44.287632] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:44.288419] [DEBUG] [LOCAL ] No optimal features file found for TPZ: ./output/feature-sets/TPZ.txt [2025-10-09T00:08:44.288498] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:44.288581] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:44.288682] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:44.288791] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:44.306286] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:44.306926] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:44.307028] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:44.307108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:44.333271] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:44.333399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:44.333444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:44.333479] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:44.336859] [DEBUG] [FORECASTER] TPZ: Forecast T+1@11:T+2@11: UP (p=77.84%) [2025-10-09T00:08:44.337146] [INFO ] [FORECASTER] Completed predict_future for TPZ [2025-10-09T00:08:44.337282] [INFO ] [sig ] TPZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:44.489337] [INFO ] [LOCAL ] Saved forecast: TPZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TPZ.txt [2025-10-09T00:08:44.489732] [WARN ] [sig ] [1973/2211] Failed TPZ after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 46.2s [2025-10-09T00:08:44.489841] [INFO ] [sig ] [1974/2211] Forecasting TR... [2025-10-09T00:08:44.489926] [INFO ] [sig ] Generating forecast for: TR [2025-10-09T00:08:44.490011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TR' from 'https://tdm.silogroup.org/data/derivative_storage/TR.csv'. [2025-10-09T00:08:44.501620] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TR'. [2025-10-09T00:08:44.502104] [INFO ] [FORECASTER] Starting predict_future for TR [2025-10-09T00:08:44.529986] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:44.530933] [DEBUG] [LOCAL ] No optimal features file found for TR: ./output/feature-sets/TR.txt [2025-10-09T00:08:44.531017] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:44.531101] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:44.531172] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:44.531299] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:44.549899] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:44.550890] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:44.551000] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:44.551085] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:44.579770] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:44.579972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:44.580022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:44.580058] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:44.583871] [DEBUG] [FORECASTER] TR: Forecast T+1@11:T+2@11: UP (p=51.00%) [2025-10-09T00:08:44.584219] [INFO ] [FORECASTER] Completed predict_future for TR [2025-10-09T00:08:44.584384] [INFO ] [sig ] TR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:44.731275] [INFO ] [LOCAL ] Saved forecast: TR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TR.txt [2025-10-09T00:08:44.731520] [WARN ] [sig ] [1974/2211] Failed TR after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 46.0s [2025-10-09T00:08:44.731614] [INFO ] [sig ] [1975/2211] Forecasting TRAK... [2025-10-09T00:08:44.731712] [INFO ] [sig ] Generating forecast for: TRAK [2025-10-09T00:08:44.731795] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRAK' from 'https://tdm.silogroup.org/data/derivative_storage/TRAK.csv'. [2025-10-09T00:08:44.741975] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRAK'. [2025-10-09T00:08:44.742310] [INFO ] [FORECASTER] Starting predict_future for TRAK [2025-10-09T00:08:44.768400] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:44.769274] [DEBUG] [LOCAL ] No optimal features file found for TRAK: ./output/feature-sets/TRAK.txt [2025-10-09T00:08:44.769356] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:44.769425] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:44.769495] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:44.769596] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:44.788210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:44.788878] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:44.788983] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:44.789068] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:44.816607] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:44.816728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:44.816782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:44.816819] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:44.820393] [DEBUG] [FORECASTER] TRAK: Forecast T+1@11:T+2@11: UP (p=57.83%) [2025-10-09T00:08:44.820759] [INFO ] [FORECASTER] Completed predict_future for TRAK [2025-10-09T00:08:44.820905] [INFO ] [sig ] TRAK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:44.963530] [INFO ] [LOCAL ] Saved forecast: TRAK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TRAK.txt [2025-10-09T00:08:44.963836] [WARN ] [sig ] [1975/2211] Failed TRAK after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 45.8s [2025-10-09T00:08:44.963933] [INFO ] [sig ] [1976/2211] Forecasting TRC... [2025-10-09T00:08:44.964015] [INFO ] [sig ] Generating forecast for: TRC [2025-10-09T00:08:44.964088] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRC' from 'https://tdm.silogroup.org/data/derivative_storage/TRC.csv'. [2025-10-09T00:08:44.975240] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRC'. [2025-10-09T00:08:44.975697] [INFO ] [FORECASTER] Starting predict_future for TRC [2025-10-09T00:08:45.001894] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:45.002843] [DEBUG] [LOCAL ] No optimal features file found for TRC: ./output/feature-sets/TRC.txt [2025-10-09T00:08:45.002923] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:45.002995] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:45.003074] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:45.003186] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:45.020955] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:45.021830] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:45.021949] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:45.022030] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:45.052049] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:45.052248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:45.052298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:45.052335] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:45.056106] [DEBUG] [FORECASTER] TRC: Forecast T+1@11:T+2@11: DOWN (p=37.37%) [2025-10-09T00:08:45.056429] [INFO ] [FORECASTER] Completed predict_future for TRC [2025-10-09T00:08:45.056569] [INFO ] [sig ] TRC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:45.201029] [INFO ] [LOCAL ] Saved forecast: TRC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TRC.txt [2025-10-09T00:08:45.201314] [WARN ] [sig ] [1976/2211] Failed TRC after 0.2s | 5.16 sym/s | Total: 6.4m | ETA: 45.6s [2025-10-09T00:08:45.201421] [INFO ] [sig ] [1977/2211] Forecasting TREX... [2025-10-09T00:08:45.201504] [INFO ] [sig ] Generating forecast for: TREX [2025-10-09T00:08:45.201589] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TREX' from 'https://tdm.silogroup.org/data/derivative_storage/TREX.csv'. [2025-10-09T00:08:45.212211] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TREX'. [2025-10-09T00:08:45.212577] [INFO ] [FORECASTER] Starting predict_future for TREX [2025-10-09T00:08:45.238741] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:45.239842] [DEBUG] [LOCAL ] No optimal features file found for TREX: ./output/feature-sets/TREX.txt [2025-10-09T00:08:45.239957] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:45.240045] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:45.240127] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:45.240249] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:45.258127] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:45.258907] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:45.259014] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:45.259094] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:45.292336] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:45.292502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:45.292547] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:45.292581] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:45.296062] [DEBUG] [FORECASTER] TREX: Forecast T+1@11:T+2@11: UP (p=98.22%) [2025-10-09T00:08:45.296372] [INFO ] [FORECASTER] Completed predict_future for TREX [2025-10-09T00:08:45.296511] [INFO ] [sig ] TREX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:45.438339] [INFO ] [LOCAL ] Saved forecast: TREX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TREX.txt [2025-10-09T00:08:45.438662] [WARN ] [sig ] [1977/2211] Failed TREX after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 45.4s [2025-10-09T00:08:45.438744] [INFO ] [sig ] [1978/2211] Forecasting TRGP... [2025-10-09T00:08:45.438815] [INFO ] [sig ] Generating forecast for: TRGP [2025-10-09T00:08:45.438887] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRGP' from 'https://tdm.silogroup.org/data/derivative_storage/TRGP.csv'. [2025-10-09T00:08:45.449033] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRGP'. [2025-10-09T00:08:45.449614] [INFO ] [FORECASTER] Starting predict_future for TRGP [2025-10-09T00:08:45.476795] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:45.477603] [DEBUG] [LOCAL ] No optimal features file found for TRGP: ./output/feature-sets/TRGP.txt [2025-10-09T00:08:45.477703] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:45.477776] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:45.477848] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:45.477948] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:45.496233] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:45.496939] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:45.497051] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:45.497121] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:45.531011] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:45.531114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:45.531157] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:45.531191] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:45.534317] [DEBUG] [FORECASTER] TRGP: Forecast T+1@11:T+2@11: DOWN (p=0.95%) [2025-10-09T00:08:45.534593] [INFO ] [FORECASTER] Completed predict_future for TRGP [2025-10-09T00:08:45.534762] [INFO ] [sig ] TRGP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:45.676508] [INFO ] [LOCAL ] Saved forecast: TRGP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TRGP.txt [2025-10-09T00:08:45.676786] [WARN ] [sig ] [1978/2211] Failed TRGP after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 45.2s [2025-10-09T00:08:45.676866] [INFO ] [sig ] [1979/2211] Forecasting TRN... [2025-10-09T00:08:45.676982] [INFO ] [sig ] Generating forecast for: TRN [2025-10-09T00:08:45.677052] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRN' from 'https://tdm.silogroup.org/data/derivative_storage/TRN.csv'. [2025-10-09T00:08:45.687495] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRN'. [2025-10-09T00:08:45.687841] [INFO ] [FORECASTER] Starting predict_future for TRN [2025-10-09T00:08:45.714402] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:45.715263] [DEBUG] [LOCAL ] No optimal features file found for TRN: ./output/feature-sets/TRN.txt [2025-10-09T00:08:45.715342] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:45.715415] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:45.715485] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:45.715586] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:45.734190] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:45.734867] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:45.734971] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:45.735041] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:45.767950] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:45.768098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:45.768160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:45.768202] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:45.772143] [DEBUG] [FORECASTER] TRN: Forecast T+1@11:T+2@11: DOWN (p=6.51%) [2025-10-09T00:08:45.772467] [INFO ] [FORECASTER] Completed predict_future for TRN [2025-10-09T00:08:45.772625] [INFO ] [sig ] TRN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:45.918751] [INFO ] [LOCAL ] Saved forecast: TRN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TRN.txt [2025-10-09T00:08:45.919043] [WARN ] [sig ] [1979/2211] Failed TRN after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 45.0s [2025-10-09T00:08:45.919125] [INFO ] [sig ] [1980/2211] Forecasting TRNO... [2025-10-09T00:08:45.919227] [INFO ] [sig ] Generating forecast for: TRNO [2025-10-09T00:08:45.919326] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRNO' from 'https://tdm.silogroup.org/data/derivative_storage/TRNO.csv'. [2025-10-09T00:08:45.929079] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRNO'. [2025-10-09T00:08:45.929444] [INFO ] [FORECASTER] Starting predict_future for TRNO [2025-10-09T00:08:45.955837] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:45.956681] [DEBUG] [LOCAL ] No optimal features file found for TRNO: ./output/feature-sets/TRNO.txt [2025-10-09T00:08:45.956761] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:45.956833] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:45.956903] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:45.957002] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:45.979900] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:45.980986] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:45.981113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:45.981187] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:46.018097] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:46.018207] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:46.018250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:46.018286] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:46.021758] [DEBUG] [FORECASTER] TRNO: Forecast T+1@11:T+2@11: DOWN (p=41.13%) [2025-10-09T00:08:46.022045] [INFO ] [FORECASTER] Completed predict_future for TRNO [2025-10-09T00:08:46.022180] [INFO ] [sig ] TRNO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:46.166698] [INFO ] [LOCAL ] Saved forecast: TRNO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TRNO.txt [2025-10-09T00:08:46.167051] [WARN ] [sig ] [1980/2211] Failed TRNO after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 44.8s [2025-10-09T00:08:46.167142] [INFO ] [sig ] [1981/2211] Forecasting TROX... [2025-10-09T00:08:46.167202] [INFO ] [sig ] Generating forecast for: TROX [2025-10-09T00:08:46.167242] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TROX' from 'https://tdm.silogroup.org/data/derivative_storage/TROX.csv'. [2025-10-09T00:08:46.178334] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TROX'. [2025-10-09T00:08:46.178694] [INFO ] [FORECASTER] Starting predict_future for TROX [2025-10-09T00:08:46.205341] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:46.206153] [DEBUG] [LOCAL ] No optimal features file found for TROX: ./output/feature-sets/TROX.txt [2025-10-09T00:08:46.206232] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:46.206305] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:46.206375] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:46.206475] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:46.225425] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:46.226092] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:46.226196] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:46.226267] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:46.262603] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:46.262755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:46.262808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:46.262843] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:46.266147] [DEBUG] [FORECASTER] TROX: Forecast T+1@11:T+2@11: UP (p=96.82%) [2025-10-09T00:08:46.266429] [INFO ] [FORECASTER] Completed predict_future for TROX [2025-10-09T00:08:46.266561] [INFO ] [sig ] TROX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:46.411281] [INFO ] [LOCAL ] Saved forecast: TROX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TROX.txt [2025-10-09T00:08:46.411536] [WARN ] [sig ] [1981/2211] Failed TROX after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 44.6s [2025-10-09T00:08:46.411613] [INFO ] [sig ] [1982/2211] Forecasting TRP... [2025-10-09T00:08:46.411704] [INFO ] [sig ] Generating forecast for: TRP [2025-10-09T00:08:46.411774] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRP' from 'https://tdm.silogroup.org/data/derivative_storage/TRP.csv'. [2025-10-09T00:08:46.421751] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRP'. [2025-10-09T00:08:46.422065] [INFO ] [FORECASTER] Starting predict_future for TRP [2025-10-09T00:08:46.448204] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:46.449029] [DEBUG] [LOCAL ] No optimal features file found for TRP: ./output/feature-sets/TRP.txt [2025-10-09T00:08:46.449108] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:46.449180] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:46.449269] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:46.449375] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:46.467639] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:46.468257] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:46.468361] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:46.468432] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:46.504560] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:46.504717] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:46.504779] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:46.504817] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:46.508216] [DEBUG] [FORECASTER] TRP: Forecast T+1@11:T+2@11: DOWN (p=17.08%) [2025-10-09T00:08:46.508509] [INFO ] [FORECASTER] Completed predict_future for TRP [2025-10-09T00:08:46.508669] [INFO ] [sig ] TRP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:46.650427] [INFO ] [LOCAL ] Saved forecast: TRP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TRP.txt [2025-10-09T00:08:46.650681] [WARN ] [sig ] [1982/2211] Failed TRP after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 44.5s [2025-10-09T00:08:46.650759] [INFO ] [sig ] [1983/2211] Forecasting TRTX... [2025-10-09T00:08:46.650830] [INFO ] [sig ] Generating forecast for: TRTX [2025-10-09T00:08:46.650900] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRTX' from 'https://tdm.silogroup.org/data/derivative_storage/TRTX.csv'. [2025-10-09T00:08:46.661021] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRTX'. [2025-10-09T00:08:46.661333] [INFO ] [FORECASTER] Starting predict_future for TRTX [2025-10-09T00:08:46.686673] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:46.687424] [DEBUG] [LOCAL ] No optimal features file found for TRTX: ./output/feature-sets/TRTX.txt [2025-10-09T00:08:46.687502] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:46.687572] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:46.687636] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:46.687759] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:46.705354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:46.706012] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:46.706114] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:46.706185] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:46.737670] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:46.737886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:46.737938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:46.737972] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:46.741749] [DEBUG] [FORECASTER] TRTX: Forecast T+1@11:T+2@11: UP (p=85.27%) [2025-10-09T00:08:46.742066] [INFO ] [FORECASTER] Completed predict_future for TRTX [2025-10-09T00:08:46.742213] [INFO ] [sig ] TRTX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:46.882178] [INFO ] [LOCAL ] Saved forecast: TRTX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TRTX.txt [2025-10-09T00:08:46.882432] [WARN ] [sig ] [1983/2211] Failed TRTX after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 44.3s [2025-10-09T00:08:46.882508] [INFO ] [sig ] [1984/2211] Forecasting TRU... [2025-10-09T00:08:46.882577] [INFO ] [sig ] Generating forecast for: TRU [2025-10-09T00:08:46.882669] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRU' from 'https://tdm.silogroup.org/data/derivative_storage/TRU.csv'. [2025-10-09T00:08:46.892838] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRU'. [2025-10-09T00:08:46.893149] [INFO ] [FORECASTER] Starting predict_future for TRU [2025-10-09T00:08:46.918355] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:46.919115] [DEBUG] [LOCAL ] No optimal features file found for TRU: ./output/feature-sets/TRU.txt [2025-10-09T00:08:46.919191] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:46.919285] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:46.919357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:46.919453] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:46.937002] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:46.937568] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:46.937693] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:46.937764] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:46.975519] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:46.975624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:46.975701] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:46.975754] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:46.978918] [DEBUG] [FORECASTER] TRU: Forecast T+1@11:T+2@11: UP (p=63.99%) [2025-10-09T00:08:46.979194] [INFO ] [FORECASTER] Completed predict_future for TRU [2025-10-09T00:08:46.979358] [INFO ] [sig ] TRU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:47.119233] [INFO ] [LOCAL ] Saved forecast: TRU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TRU.txt [2025-10-09T00:08:47.119479] [WARN ] [sig ] [1984/2211] Failed TRU after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 44.1s [2025-10-09T00:08:47.119555] [INFO ] [sig ] [1985/2211] Forecasting TRV... [2025-10-09T00:08:47.119626] [INFO ] [sig ] Generating forecast for: TRV [2025-10-09T00:08:47.119718] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRV' from 'https://tdm.silogroup.org/data/derivative_storage/TRV.csv'. [2025-10-09T00:08:47.129662] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TRV'. [2025-10-09T00:08:47.129975] [INFO ] [FORECASTER] Starting predict_future for TRV [2025-10-09T00:08:47.155372] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:47.156149] [DEBUG] [LOCAL ] No optimal features file found for TRV: ./output/feature-sets/TRV.txt [2025-10-09T00:08:47.156234] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:47.156305] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:47.156372] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:47.156472] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:47.174197] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:47.174810] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:47.174909] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:47.174983] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:47.211016] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:47.211115] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:47.211154] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:47.211187] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:47.214245] [DEBUG] [FORECASTER] TRV: Forecast T+1@11:T+2@11: DOWN (p=13.16%) [2025-10-09T00:08:47.214510] [INFO ] [FORECASTER] Completed predict_future for TRV [2025-10-09T00:08:47.214674] [INFO ] [sig ] TRV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:47.355913] [INFO ] [LOCAL ] Saved forecast: TRV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TRV.txt [2025-10-09T00:08:47.356181] [WARN ] [sig ] [1985/2211] Failed TRV after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 43.9s [2025-10-09T00:08:47.356258] [INFO ] [sig ] [1986/2211] Forecasting TS... [2025-10-09T00:08:47.356328] [INFO ] [sig ] Generating forecast for: TS [2025-10-09T00:08:47.356398] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TS' from 'https://tdm.silogroup.org/data/derivative_storage/TS.csv'. [2025-10-09T00:08:47.366747] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TS'. [2025-10-09T00:08:47.367111] [INFO ] [FORECASTER] Starting predict_future for TS [2025-10-09T00:08:47.392429] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:47.393265] [DEBUG] [LOCAL ] No optimal features file found for TS: ./output/feature-sets/TS.txt [2025-10-09T00:08:47.393347] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:47.393432] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:47.393514] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:47.393625] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:47.411388] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:47.412347] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:47.412458] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:47.412541] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:47.448542] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:47.448788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:47.448854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:47.448890] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:47.452585] [DEBUG] [FORECASTER] TS: Forecast T+1@11:T+2@11: DOWN (p=21.76%) [2025-10-09T00:08:47.452936] [INFO ] [FORECASTER] Completed predict_future for TS [2025-10-09T00:08:47.453095] [INFO ] [sig ] TS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:47.603063] [INFO ] [LOCAL ] Saved forecast: TS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TS.txt [2025-10-09T00:08:47.603586] [WARN ] [sig ] [1986/2211] Failed TS after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 43.7s [2025-10-09T00:08:47.603706] [INFO ] [sig ] [1987/2211] Forecasting TSE... [2025-10-09T00:08:47.603850] [INFO ] [sig ] Generating forecast for: TSE [2025-10-09T00:08:47.603926] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSE' from 'https://tdm.silogroup.org/data/derivative_storage/TSE.csv'. [2025-10-09T00:08:47.616413] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TSE'. [2025-10-09T00:08:47.616867] [INFO ] [FORECASTER] Starting predict_future for TSE [2025-10-09T00:08:47.642962] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:47.643809] [DEBUG] [LOCAL ] No optimal features file found for TSE: ./output/feature-sets/TSE.txt [2025-10-09T00:08:47.643886] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:47.643976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:47.644058] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:47.644186] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:47.661477] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:47.662142] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:47.662247] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:47.662329] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:47.698206] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:47.698331] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:47.698393] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:47.698430] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:47.701838] [DEBUG] [FORECASTER] TSE: Forecast T+1@11:T+2@11: DOWN (p=11.37%) [2025-10-09T00:08:47.702125] [INFO ] [FORECASTER] Completed predict_future for TSE [2025-10-09T00:08:47.702259] [INFO ] [sig ] TSE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:47.842908] [INFO ] [LOCAL ] Saved forecast: TSE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TSE.txt [2025-10-09T00:08:47.843215] [WARN ] [sig ] [1987/2211] Failed TSE after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 43.5s [2025-10-09T00:08:47.843323] [INFO ] [sig ] [1988/2211] Forecasting TSI... [2025-10-09T00:08:47.843406] [INFO ] [sig ] Generating forecast for: TSI [2025-10-09T00:08:47.843478] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSI' from 'https://tdm.silogroup.org/data/derivative_storage/TSI.csv'. [2025-10-09T00:08:47.853133] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TSI'. [2025-10-09T00:08:47.853564] [INFO ] [FORECASTER] Starting predict_future for TSI [2025-10-09T00:08:47.879298] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:47.880191] [DEBUG] [LOCAL ] No optimal features file found for TSI: ./output/feature-sets/TSI.txt [2025-10-09T00:08:47.880271] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:47.880342] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:47.880410] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:47.880508] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:47.897927] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:47.898823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:47.898930] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:47.898999] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:47.933425] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:47.933535] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:47.933577] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:47.933611] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:47.936890] [DEBUG] [FORECASTER] TSI: Forecast T+1@11:T+2@11: DOWN (p=31.48%) [2025-10-09T00:08:47.937173] [INFO ] [FORECASTER] Completed predict_future for TSI [2025-10-09T00:08:47.937309] [INFO ] [sig ] TSI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:48.076282] [INFO ] [LOCAL ] Saved forecast: TSI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TSI.txt [2025-10-09T00:08:48.076577] [WARN ] [sig ] [1988/2211] Failed TSI after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 43.3s [2025-10-09T00:08:48.076684] [INFO ] [sig ] [1989/2211] Forecasting TSLX... [2025-10-09T00:08:48.076747] [INFO ] [sig ] Generating forecast for: TSLX [2025-10-09T00:08:48.076812] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSLX' from 'https://tdm.silogroup.org/data/derivative_storage/TSLX.csv'. [2025-10-09T00:08:48.087307] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TSLX'. [2025-10-09T00:08:48.087775] [INFO ] [FORECASTER] Starting predict_future for TSLX [2025-10-09T00:08:48.113773] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:48.114686] [DEBUG] [LOCAL ] No optimal features file found for TSLX: ./output/feature-sets/TSLX.txt [2025-10-09T00:08:48.114765] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:48.114836] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:48.114904] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:48.115007] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:48.132551] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:48.133175] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:48.133280] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:48.133349] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:48.169604] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:48.169772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:48.169826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:48.169861] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:48.173119] [DEBUG] [FORECASTER] TSLX: Forecast T+1@11:T+2@11: UP (p=69.03%) [2025-10-09T00:08:48.173402] [INFO ] [FORECASTER] Completed predict_future for TSLX [2025-10-09T00:08:48.173542] [INFO ] [sig ] TSLX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:48.313086] [INFO ] [LOCAL ] Saved forecast: TSLX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TSLX.txt [2025-10-09T00:08:48.313357] [WARN ] [sig ] [1989/2211] Failed TSLX after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 43.1s [2025-10-09T00:08:48.313434] [INFO ] [sig ] [1990/2211] Forecasting TSM... [2025-10-09T00:08:48.313479] [INFO ] [sig ] Generating forecast for: TSM [2025-10-09T00:08:48.313569] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSM' from 'https://tdm.silogroup.org/data/derivative_storage/TSM.csv'. [2025-10-09T00:08:48.324121] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TSM'. [2025-10-09T00:08:48.324475] [INFO ] [FORECASTER] Starting predict_future for TSM [2025-10-09T00:08:48.349701] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:48.350475] [DEBUG] [LOCAL ] No optimal features file found for TSM: ./output/feature-sets/TSM.txt [2025-10-09T00:08:48.350553] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:48.350625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:48.350717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:48.350814] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:48.368171] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:48.368829] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:48.368930] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:48.369001] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:48.406177] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:48.406299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:48.406340] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:48.406373] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:48.409759] [DEBUG] [FORECASTER] TSM: Forecast T+1@11:T+2@11: UP (p=83.31%) [2025-10-09T00:08:48.410047] [INFO ] [FORECASTER] Completed predict_future for TSM [2025-10-09T00:08:48.410192] [INFO ] [sig ] TSM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:48.551465] [INFO ] [LOCAL ] Saved forecast: TSM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TSM.txt [2025-10-09T00:08:48.551815] [WARN ] [sig ] [1990/2211] Failed TSM after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 42.9s [2025-10-09T00:08:48.551897] [INFO ] [sig ] [1991/2211] Forecasting TSN... [2025-10-09T00:08:48.551966] [INFO ] [sig ] Generating forecast for: TSN [2025-10-09T00:08:48.552037] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSN' from 'https://tdm.silogroup.org/data/derivative_storage/TSN.csv'. [2025-10-09T00:08:48.562284] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TSN'. [2025-10-09T00:08:48.562624] [INFO ] [FORECASTER] Starting predict_future for TSN [2025-10-09T00:08:48.588603] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:48.589515] [DEBUG] [LOCAL ] No optimal features file found for TSN: ./output/feature-sets/TSN.txt [2025-10-09T00:08:48.589603] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:48.589714] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:48.589808] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:48.589948] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:48.611417] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:48.612203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:48.612310] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:48.612381] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:48.649129] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:48.649267] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:48.649333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:48.649373] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:48.652787] [DEBUG] [FORECASTER] TSN: Forecast T+1@11:T+2@11: DOWN (p=16.86%) [2025-10-09T00:08:48.653085] [INFO ] [FORECASTER] Completed predict_future for TSN [2025-10-09T00:08:48.653232] [INFO ] [sig ] TSN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:48.796475] [INFO ] [LOCAL ] Saved forecast: TSN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TSN.txt [2025-10-09T00:08:48.796755] [WARN ] [sig ] [1991/2211] Failed TSN after 0.2s | 5.15 sym/s | Total: 6.4m | ETA: 42.8s [2025-10-09T00:08:48.796835] [INFO ] [sig ] [1992/2211] Forecasting TSQ... [2025-10-09T00:08:48.796905] [INFO ] [sig ] Generating forecast for: TSQ [2025-10-09T00:08:48.796975] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSQ' from 'https://tdm.silogroup.org/data/derivative_storage/TSQ.csv'. [2025-10-09T00:08:48.806819] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TSQ'. [2025-10-09T00:08:48.807154] [INFO ] [FORECASTER] Starting predict_future for TSQ [2025-10-09T00:08:48.833908] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:48.834940] [DEBUG] [LOCAL ] No optimal features file found for TSQ: ./output/feature-sets/TSQ.txt [2025-10-09T00:08:48.835023] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:48.835098] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:48.835168] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:48.835268] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:48.854359] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:48.855154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:48.855264] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:48.855336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:48.890283] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:48.890402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:48.890445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:48.890480] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:48.893941] [DEBUG] [FORECASTER] TSQ: Forecast T+1@11:T+2@11: UP (p=82.58%) [2025-10-09T00:08:48.894235] [INFO ] [FORECASTER] Completed predict_future for TSQ [2025-10-09T00:08:48.894381] [INFO ] [sig ] TSQ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:49.043051] [INFO ] [LOCAL ] Saved forecast: TSQ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TSQ.txt [2025-10-09T00:08:49.043353] [WARN ] [sig ] [1992/2211] Failed TSQ after 0.2s | 5.15 sym/s | Total: 6.5m | ETA: 42.6s [2025-10-09T00:08:49.043450] [INFO ] [sig ] [1993/2211] Forecasting TT... [2025-10-09T00:08:49.043522] [INFO ] [sig ] Generating forecast for: TT [2025-10-09T00:08:49.043596] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TT' from 'https://tdm.silogroup.org/data/derivative_storage/TT.csv'. [2025-10-09T00:08:49.054845] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'TT'. [2025-10-09T00:08:49.055292] [INFO ] [FORECASTER] Starting predict_future for TT [2025-10-09T00:08:49.083002] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:49.083948] [DEBUG] [LOCAL ] No optimal features file found for TT: ./output/feature-sets/TT.txt [2025-10-09T00:08:49.084039] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:49.084115] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:49.084187] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:49.084289] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:49.103339] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:49.104017] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:49.104126] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:49.104220] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:49.151181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:49.151312] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:49.151355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:49.151390] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:49.154837] [DEBUG] [FORECASTER] TT: Forecast T+1@11:T+2@11: UP (p=94.28%) [2025-10-09T00:08:49.155131] [INFO ] [FORECASTER] Completed predict_future for TT [2025-10-09T00:08:49.155275] [INFO ] [sig ] TT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:49.300633] [INFO ] [LOCAL ] Saved forecast: TT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TT.txt [2025-10-09T00:08:49.300955] [WARN ] [sig ] [1993/2211] Failed TT after 0.3s | 5.14 sym/s | Total: 6.5m | ETA: 42.4s [2025-10-09T00:08:49.301050] [INFO ] [sig ] [1994/2211] Forecasting TTC... [2025-10-09T00:08:49.301113] [INFO ] [sig ] Generating forecast for: TTC [2025-10-09T00:08:49.301176] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TTC' from 'https://tdm.silogroup.org/data/derivative_storage/TTC.csv'. [2025-10-09T00:08:49.311482] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TTC'. [2025-10-09T00:08:49.311893] [INFO ] [FORECASTER] Starting predict_future for TTC [2025-10-09T00:08:49.337679] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:49.338509] [DEBUG] [LOCAL ] No optimal features file found for TTC: ./output/feature-sets/TTC.txt [2025-10-09T00:08:49.338589] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:49.338685] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:49.338754] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:49.338852] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:49.356842] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:49.357672] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:49.357782] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:49.357852] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:49.399218] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:49.399449] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:49.399505] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:49.399542] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:49.403248] [DEBUG] [FORECASTER] TTC: Forecast T+1@11:T+2@11: DOWN (p=28.82%) [2025-10-09T00:08:49.403551] [INFO ] [FORECASTER] Completed predict_future for TTC [2025-10-09T00:08:49.403731] [INFO ] [sig ] TTC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:49.554781] [INFO ] [LOCAL ] Saved forecast: TTC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TTC.txt [2025-10-09T00:08:49.555101] [WARN ] [sig ] [1994/2211] Failed TTC after 0.3s | 5.14 sym/s | Total: 6.5m | ETA: 42.2s [2025-10-09T00:08:49.555185] [INFO ] [sig ] [1995/2211] Forecasting TTE... [2025-10-09T00:08:49.555349] [INFO ] [sig ] Generating forecast for: TTE [2025-10-09T00:08:49.555439] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TTE' from 'https://tdm.silogroup.org/data/derivative_storage/TTE.csv'. [2025-10-09T00:08:49.566157] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TTE'. [2025-10-09T00:08:49.566503] [INFO ] [FORECASTER] Starting predict_future for TTE [2025-10-09T00:08:49.593263] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:49.594186] [DEBUG] [LOCAL ] No optimal features file found for TTE: ./output/feature-sets/TTE.txt [2025-10-09T00:08:49.594266] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:49.594340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:49.594410] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:49.594510] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:49.613439] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:49.614201] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:49.614310] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:49.614383] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:49.649430] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:49.649566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:49.649609] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:49.649671] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:49.653047] [DEBUG] [FORECASTER] TTE: Forecast T+1@11:T+2@11: DOWN (p=7.93%) [2025-10-09T00:08:49.653395] [INFO ] [FORECASTER] Completed predict_future for TTE [2025-10-09T00:08:49.653547] [INFO ] [sig ] TTE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:49.798019] [INFO ] [LOCAL ] Saved forecast: TTE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TTE.txt [2025-10-09T00:08:49.798284] [WARN ] [sig ] [1995/2211] Failed TTE after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 42.0s [2025-10-09T00:08:49.798402] [INFO ] [sig ] [1996/2211] Forecasting TTI... [2025-10-09T00:08:49.798484] [INFO ] [sig ] Generating forecast for: TTI [2025-10-09T00:08:49.798570] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TTI' from 'https://tdm.silogroup.org/data/derivative_storage/TTI.csv'. [2025-10-09T00:08:49.808516] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TTI'. [2025-10-09T00:08:49.808862] [INFO ] [FORECASTER] Starting predict_future for TTI [2025-10-09T00:08:49.834325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:49.835171] [DEBUG] [LOCAL ] No optimal features file found for TTI: ./output/feature-sets/TTI.txt [2025-10-09T00:08:49.835249] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:49.835332] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:49.835417] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:49.835531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:49.852865] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:49.853464] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:49.853569] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:49.853673] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:49.894015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:49.894241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:49.894298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:49.894333] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:49.898192] [DEBUG] [FORECASTER] TTI: Forecast T+1@11:T+2@11: DOWN (p=11.37%) [2025-10-09T00:08:49.898503] [INFO ] [FORECASTER] Completed predict_future for TTI [2025-10-09T00:08:49.898676] [INFO ] [sig ] TTI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:50.047516] [INFO ] [LOCAL ] Saved forecast: TTI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TTI.txt [2025-10-09T00:08:50.047843] [WARN ] [sig ] [1996/2211] Failed TTI after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 41.8s [2025-10-09T00:08:50.047926] [INFO ] [sig ] [1997/2211] Forecasting TU... [2025-10-09T00:08:50.048009] [INFO ] [sig ] Generating forecast for: TU [2025-10-09T00:08:50.048093] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TU' from 'https://tdm.silogroup.org/data/derivative_storage/TU.csv'. [2025-10-09T00:08:50.058072] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TU'. [2025-10-09T00:08:50.058398] [INFO ] [FORECASTER] Starting predict_future for TU [2025-10-09T00:08:50.083757] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:50.084505] [DEBUG] [LOCAL ] No optimal features file found for TU: ./output/feature-sets/TU.txt [2025-10-09T00:08:50.084582] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:50.084678] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:50.084748] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:50.084846] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:50.102179] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:50.103001] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:50.103131] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:50.103203] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:50.137722] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:50.137864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:50.137907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:50.137942] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:50.141323] [DEBUG] [FORECASTER] TU: Forecast T+1@11:T+2@11: DOWN (p=5.30%) [2025-10-09T00:08:50.141609] [INFO ] [FORECASTER] Completed predict_future for TU [2025-10-09T00:08:50.141788] [INFO ] [sig ] TU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:50.281630] [INFO ] [LOCAL ] Saved forecast: TU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TU.txt [2025-10-09T00:08:50.281908] [WARN ] [sig ] [1997/2211] Failed TU after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 41.6s [2025-10-09T00:08:50.281988] [INFO ] [sig ] [1998/2211] Forecasting TUYA... [2025-10-09T00:08:50.282060] [INFO ] [sig ] Generating forecast for: TUYA [2025-10-09T00:08:50.282130] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TUYA' from 'https://tdm.silogroup.org/data/derivative_storage/TUYA.csv'. [2025-10-09T00:08:50.292425] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TUYA'. [2025-10-09T00:08:50.292850] [INFO ] [FORECASTER] Starting predict_future for TUYA [2025-10-09T00:08:50.318391] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:50.319275] [DEBUG] [LOCAL ] No optimal features file found for TUYA: ./output/feature-sets/TUYA.txt [2025-10-09T00:08:50.319359] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:50.319430] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:50.319498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:50.319595] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:50.336988] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:50.337798] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:50.337906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:50.337974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:50.374957] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:50.375082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:50.375123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:50.375156] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:50.378385] [DEBUG] [FORECASTER] TUYA: Forecast T+1@11:T+2@11: DOWN (p=18.54%) [2025-10-09T00:08:50.378696] [INFO ] [FORECASTER] Completed predict_future for TUYA [2025-10-09T00:08:50.378937] [INFO ] [sig ] TUYA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:50.523258] [INFO ] [LOCAL ] Saved forecast: TUYA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TUYA.txt [2025-10-09T00:08:50.523580] [WARN ] [sig ] [1998/2211] Failed TUYA after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 41.4s [2025-10-09T00:08:50.523683] [INFO ] [sig ] [1999/2211] Forecasting TV... [2025-10-09T00:08:50.523754] [INFO ] [sig ] Generating forecast for: TV [2025-10-09T00:08:50.523825] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TV' from 'https://tdm.silogroup.org/data/derivative_storage/TV.csv'. [2025-10-09T00:08:50.535059] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TV'. [2025-10-09T00:08:50.535394] [INFO ] [FORECASTER] Starting predict_future for TV [2025-10-09T00:08:50.561812] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:50.562559] [DEBUG] [LOCAL ] No optimal features file found for TV: ./output/feature-sets/TV.txt [2025-10-09T00:08:50.562674] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:50.562757] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:50.562826] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:50.562924] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:50.580371] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:50.581018] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:50.581127] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:50.581199] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:50.618029] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:50.618123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:50.618163] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:50.618195] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:50.621395] [DEBUG] [FORECASTER] TV: Forecast T+1@11:T+2@11: DOWN (p=8.15%) [2025-10-09T00:08:50.621720] [INFO ] [FORECASTER] Completed predict_future for TV [2025-10-09T00:08:50.621896] [INFO ] [sig ] TV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:50.762614] [INFO ] [LOCAL ] Saved forecast: TV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TV.txt [2025-10-09T00:08:50.762908] [WARN ] [sig ] [1999/2211] Failed TV after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 41.2s [2025-10-09T00:08:50.762987] [INFO ] [sig ] [2000/2211] Forecasting TVC... [2025-10-09T00:08:50.763058] [INFO ] [sig ] Generating forecast for: TVC [2025-10-09T00:08:50.763128] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TVC' from 'https://tdm.silogroup.org/data/derivative_storage/TVC.csv'. [2025-10-09T00:08:50.772421] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TVC'. [2025-10-09T00:08:50.772763] [INFO ] [FORECASTER] Starting predict_future for TVC [2025-10-09T00:08:50.798099] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:50.798886] [DEBUG] [LOCAL ] No optimal features file found for TVC: ./output/feature-sets/TVC.txt [2025-10-09T00:08:50.798962] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:50.799039] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:50.799106] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:50.799204] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:50.816603] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:50.817218] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:50.817323] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:50.817392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:50.857484] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:50.857633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:50.857724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:50.857766] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:50.861183] [DEBUG] [FORECASTER] TVC: Forecast T+1@11:T+2@11: UP (p=95.83%) [2025-10-09T00:08:50.861472] [INFO ] [FORECASTER] Completed predict_future for TVC [2025-10-09T00:08:50.861615] [INFO ] [sig ] TVC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:51.002028] [INFO ] [LOCAL ] Saved forecast: TVC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TVC.txt [2025-10-09T00:08:51.002317] [WARN ] [sig ] [2000/2211] Failed TVC after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 41.1s [2025-10-09T00:08:51.002396] [INFO ] [sig ] [2001/2211] Forecasting TVE... [2025-10-09T00:08:51.002468] [INFO ] [sig ] Generating forecast for: TVE [2025-10-09T00:08:51.002546] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TVE' from 'https://tdm.silogroup.org/data/derivative_storage/TVE.csv'. [2025-10-09T00:08:51.013733] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TVE'. [2025-10-09T00:08:51.014299] [INFO ] [FORECASTER] Starting predict_future for TVE [2025-10-09T00:08:51.040901] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:51.041747] [DEBUG] [LOCAL ] No optimal features file found for TVE: ./output/feature-sets/TVE.txt [2025-10-09T00:08:51.041825] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:51.041903] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:51.041973] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:51.042072] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:51.060200] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:51.060930] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:51.061038] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:51.061108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:51.096695] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:51.096901] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:51.096951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:51.096991] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:51.100742] [DEBUG] [FORECASTER] TVE: Forecast T+1@11:T+2@11: DOWN (p=11.97%) [2025-10-09T00:08:51.101061] [INFO ] [FORECASTER] Completed predict_future for TVE [2025-10-09T00:08:51.101207] [INFO ] [sig ] TVE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:51.243502] [INFO ] [LOCAL ] Saved forecast: TVE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TVE.txt [2025-10-09T00:08:51.243974] [WARN ] [sig ] [2001/2211] Failed TVE after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 40.9s [2025-10-09T00:08:51.244059] [INFO ] [sig ] [2002/2211] Forecasting TWI... [2025-10-09T00:08:51.244130] [INFO ] [sig ] Generating forecast for: TWI [2025-10-09T00:08:51.244204] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWI' from 'https://tdm.silogroup.org/data/derivative_storage/TWI.csv'. [2025-10-09T00:08:51.255105] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TWI'. [2025-10-09T00:08:51.255522] [INFO ] [FORECASTER] Starting predict_future for TWI [2025-10-09T00:08:51.285891] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:51.286839] [DEBUG] [LOCAL ] No optimal features file found for TWI: ./output/feature-sets/TWI.txt [2025-10-09T00:08:51.286919] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:51.286967] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:51.287030] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:51.287113] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:51.305115] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:51.305774] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:51.305878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:51.305948] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:51.343595] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:51.343794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:51.343846] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:51.343881] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:51.347428] [DEBUG] [FORECASTER] TWI: Forecast T+1@11:T+2@11: UP (p=81.19%) [2025-10-09T00:08:51.347775] [INFO ] [FORECASTER] Completed predict_future for TWI [2025-10-09T00:08:51.347956] [INFO ] [sig ] TWI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:51.490312] [INFO ] [LOCAL ] Saved forecast: TWI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TWI.txt [2025-10-09T00:08:51.490589] [WARN ] [sig ] [2002/2211] Failed TWI after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 40.7s [2025-10-09T00:08:51.490690] [INFO ] [sig ] [2003/2211] Forecasting TWLO... [2025-10-09T00:08:51.490760] [INFO ] [sig ] Generating forecast for: TWLO [2025-10-09T00:08:51.490833] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWLO' from 'https://tdm.silogroup.org/data/derivative_storage/TWLO.csv'. [2025-10-09T00:08:51.500738] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TWLO'. [2025-10-09T00:08:51.501056] [INFO ] [FORECASTER] Starting predict_future for TWLO [2025-10-09T00:08:51.526518] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:51.527281] [DEBUG] [LOCAL ] No optimal features file found for TWLO: ./output/feature-sets/TWLO.txt [2025-10-09T00:08:51.527359] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:51.527429] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:51.527497] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:51.527594] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:51.545659] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:51.546329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:51.546436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:51.546507] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:51.584345] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:51.584500] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:51.584552] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:51.584588] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:51.588192] [DEBUG] [FORECASTER] TWLO: Forecast T+1@11:T+2@11: DOWN (p=34.46%) [2025-10-09T00:08:51.588540] [INFO ] [FORECASTER] Completed predict_future for TWLO [2025-10-09T00:08:51.588724] [INFO ] [sig ] TWLO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:51.731835] [INFO ] [LOCAL ] Saved forecast: TWLO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TWLO.txt [2025-10-09T00:08:51.732142] [WARN ] [sig ] [2003/2211] Failed TWLO after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 40.5s [2025-10-09T00:08:51.732222] [INFO ] [sig ] [2004/2211] Forecasting TWN... [2025-10-09T00:08:51.732292] [INFO ] [sig ] Generating forecast for: TWN [2025-10-09T00:08:51.732363] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWN' from 'https://tdm.silogroup.org/data/derivative_storage/TWN.csv'. [2025-10-09T00:08:51.741590] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TWN'. [2025-10-09T00:08:51.742001] [INFO ] [FORECASTER] Starting predict_future for TWN [2025-10-09T00:08:51.768084] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:51.768995] [DEBUG] [LOCAL ] No optimal features file found for TWN: ./output/feature-sets/TWN.txt [2025-10-09T00:08:51.769075] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:51.769146] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:51.769214] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:51.769330] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:51.786683] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:51.787592] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:51.787736] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:51.787825] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:51.824925] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:51.825146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:51.825384] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:51.825419] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:51.829288] [DEBUG] [FORECASTER] TWN: Forecast T+1@11:T+2@11: UP (p=89.93%) [2025-10-09T00:08:51.829594] [INFO ] [FORECASTER] Completed predict_future for TWN [2025-10-09T00:08:51.829798] [INFO ] [sig ] TWN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:51.982441] [INFO ] [LOCAL ] Saved forecast: TWN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TWN.txt [2025-10-09T00:08:51.982759] [WARN ] [sig ] [2004/2211] Failed TWN after 0.3s | 5.14 sym/s | Total: 6.5m | ETA: 40.3s [2025-10-09T00:08:51.982840] [INFO ] [sig ] [2005/2211] Forecasting TWO... [2025-10-09T00:08:51.982910] [INFO ] [sig ] Generating forecast for: TWO [2025-10-09T00:08:51.982980] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWO' from 'https://tdm.silogroup.org/data/derivative_storage/TWO.csv'. [2025-10-09T00:08:51.997049] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TWO'. [2025-10-09T00:08:51.997564] [INFO ] [FORECASTER] Starting predict_future for TWO [2025-10-09T00:08:52.026100] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:52.027035] [DEBUG] [LOCAL ] No optimal features file found for TWO: ./output/feature-sets/TWO.txt [2025-10-09T00:08:52.027114] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:52.027187] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:52.027257] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:52.027357] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:52.046789] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:52.047483] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:52.047592] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:52.047688] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:52.086143] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:52.086271] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:52.086313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:52.086346] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:52.089632] [DEBUG] [FORECASTER] TWO: Forecast T+1@11:T+2@11: DOWN (p=14.35%) [2025-10-09T00:08:52.089945] [INFO ] [FORECASTER] Completed predict_future for TWO [2025-10-09T00:08:52.090087] [INFO ] [sig ] TWO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:52.230359] [INFO ] [LOCAL ] Saved forecast: TWO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TWO.txt [2025-10-09T00:08:52.230664] [WARN ] [sig ] [2005/2211] Failed TWO after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 40.1s [2025-10-09T00:08:52.230746] [INFO ] [sig ] [2006/2211] Forecasting TX... [2025-10-09T00:08:52.230819] [INFO ] [sig ] Generating forecast for: TX [2025-10-09T00:08:52.230891] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TX' from 'https://tdm.silogroup.org/data/derivative_storage/TX.csv'. [2025-10-09T00:08:52.241561] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TX'. [2025-10-09T00:08:52.241936] [INFO ] [FORECASTER] Starting predict_future for TX [2025-10-09T00:08:52.267248] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:52.268092] [DEBUG] [LOCAL ] No optimal features file found for TX: ./output/feature-sets/TX.txt [2025-10-09T00:08:52.268190] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:52.268262] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:52.268331] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:52.268430] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:52.285828] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:52.286591] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:52.286724] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:52.286797] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:52.331691] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:52.331932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:52.332015] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:52.332068] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:52.337271] [DEBUG] [FORECASTER] TX: Forecast T+1@11:T+2@11: UP (p=65.50%) [2025-10-09T00:08:52.337797] [INFO ] [FORECASTER] Completed predict_future for TX [2025-10-09T00:08:52.338004] [INFO ] [sig ] TX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:52.503494] [INFO ] [LOCAL ] Saved forecast: TX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TX.txt [2025-10-09T00:08:52.503813] [WARN ] [sig ] [2006/2211] Failed TX after 0.3s | 5.14 sym/s | Total: 6.5m | ETA: 39.9s [2025-10-09T00:08:52.503895] [INFO ] [sig ] [2007/2211] Forecasting TXNM... [2025-10-09T00:08:52.503966] [INFO ] [sig ] Generating forecast for: TXNM [2025-10-09T00:08:52.504036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TXNM' from 'https://tdm.silogroup.org/data/derivative_storage/TXNM.csv'. [2025-10-09T00:08:52.513922] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TXNM'. [2025-10-09T00:08:52.514271] [INFO ] [FORECASTER] Starting predict_future for TXNM [2025-10-09T00:08:52.540682] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:52.541468] [DEBUG] [LOCAL ] No optimal features file found for TXNM: ./output/feature-sets/TXNM.txt [2025-10-09T00:08:52.541546] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:52.541617] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:52.541708] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:52.541807] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:52.559152] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:52.559842] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:52.559952] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:52.560001] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:52.597114] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:52.597226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:52.597266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:52.597299] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:52.600504] [DEBUG] [FORECASTER] TXNM: Forecast T+1@11:T+2@11: UP (p=79.24%) [2025-10-09T00:08:52.600825] [INFO ] [FORECASTER] Completed predict_future for TXNM [2025-10-09T00:08:52.600977] [INFO ] [sig ] TXNM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:52.740398] [INFO ] [LOCAL ] Saved forecast: TXNM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TXNM.txt [2025-10-09T00:08:52.740731] [WARN ] [sig ] [2007/2211] Failed TXNM after 0.2s | 5.13 sym/s | Total: 6.5m | ETA: 39.7s [2025-10-09T00:08:52.740813] [INFO ] [sig ] [2008/2211] Forecasting TXO... [2025-10-09T00:08:52.740885] [INFO ] [sig ] Generating forecast for: TXO [2025-10-09T00:08:52.740956] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TXO' from 'https://tdm.silogroup.org/data/derivative_storage/TXO.csv'. [2025-10-09T00:08:52.751199] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TXO'. [2025-10-09T00:08:52.751563] [INFO ] [FORECASTER] Starting predict_future for TXO [2025-10-09T00:08:52.778531] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:52.779516] [DEBUG] [LOCAL ] No optimal features file found for TXO: ./output/feature-sets/TXO.txt [2025-10-09T00:08:52.779596] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:52.779704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:52.779786] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:52.779907] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:52.797216] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:52.797869] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:52.797973] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:52.798055] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:52.840687] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:52.840796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:52.840841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:52.840873] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:52.844053] [DEBUG] [FORECASTER] TXO: Forecast T+1@11:T+2@11: DOWN (p=9.86%) [2025-10-09T00:08:52.844332] [INFO ] [FORECASTER] Completed predict_future for TXO [2025-10-09T00:08:52.844477] [INFO ] [sig ] TXO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:52.983895] [INFO ] [LOCAL ] Saved forecast: TXO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/TXO.txt [2025-10-09T00:08:52.984206] [WARN ] [sig ] [2008/2211] Failed TXO after 0.2s | 5.13 sym/s | Total: 6.5m | ETA: 39.5s [2025-10-09T00:08:52.984286] [INFO ] [sig ] [2009/2211] Forecasting TXT... [2025-10-09T00:08:52.984368] [INFO ] [sig ] Generating forecast for: TXT [2025-10-09T00:08:52.984450] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TXT' from 'https://tdm.silogroup.org/data/derivative_storage/TXT.csv'. [2025-10-09T00:08:52.989065] [WARN ] [REMOTE ] Historical data not found for symbol 'TXT' (404). [2025-10-09T00:08:52.989279] [FATAL] [sig ] TXT: No historical data fetched. [2025-10-09T00:08:52.989370] [WARN ] [sig ] [2009/2211] Failed TXT after 0.0s | 5.14 sym/s | Total: 6.5m | ETA: 39.3s [2025-10-09T00:08:52.989453] [INFO ] [sig ] [2010/2211] Forecasting TY... [2025-10-09T00:08:52.989535] [INFO ] [sig ] Generating forecast for: TY [2025-10-09T00:08:52.989612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TY' from 'https://tdm.silogroup.org/data/derivative_storage/TY.csv'. [2025-10-09T00:08:52.999087] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TY'. [2025-10-09T00:08:52.999610] [INFO ] [FORECASTER] Starting predict_future for TY [2025-10-09T00:08:53.025261] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:53.026134] [DEBUG] [LOCAL ] No optimal features file found for TY: ./output/feature-sets/TY.txt [2025-10-09T00:08:53.026211] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:53.026283] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:53.026364] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:53.026504] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:53.043967] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:53.044575] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:53.044705] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:53.044840] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:53.076493] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:53.076665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:53.076739] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:53.076777] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:53.080218] [DEBUG] [FORECASTER] TY: Forecast T+1@11:T+2@11: UP (p=69.09%) [2025-10-09T00:08:53.080508] [INFO ] [FORECASTER] Completed predict_future for TY [2025-10-09T00:08:53.080670] [INFO ] [sig ] TY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:53.221139] [INFO ] [LOCAL ] Saved forecast: TY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TY.txt [2025-10-09T00:08:53.221418] [WARN ] [sig ] [2010/2211] Failed TY after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 39.1s [2025-10-09T00:08:53.221498] [INFO ] [sig ] [2011/2211] Forecasting TYG... [2025-10-09T00:08:53.221573] [INFO ] [sig ] Generating forecast for: TYG [2025-10-09T00:08:53.221682] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TYG' from 'https://tdm.silogroup.org/data/derivative_storage/TYG.csv'. [2025-10-09T00:08:53.232140] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TYG'. [2025-10-09T00:08:53.232494] [INFO ] [FORECASTER] Starting predict_future for TYG [2025-10-09T00:08:53.257670] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:53.258395] [DEBUG] [LOCAL ] No optimal features file found for TYG: ./output/feature-sets/TYG.txt [2025-10-09T00:08:53.258473] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:53.258549] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:53.258617] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:53.258735] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:53.276316] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:53.276938] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:53.277044] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:53.277114] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:53.312159] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:53.312334] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:53.312380] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:53.312414] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:53.315958] [DEBUG] [FORECASTER] TYG: Forecast T+1@11:T+2@11: UP (p=66.76%) [2025-10-09T00:08:53.316266] [INFO ] [FORECASTER] Completed predict_future for TYG [2025-10-09T00:08:53.316413] [INFO ] [sig ] TYG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:53.457786] [INFO ] [LOCAL ] Saved forecast: TYG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TYG.txt [2025-10-09T00:08:53.458119] [WARN ] [sig ] [2011/2211] Failed TYG after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 38.9s [2025-10-09T00:08:53.458200] [INFO ] [sig ] [2012/2211] Forecasting TYL... [2025-10-09T00:08:53.458284] [INFO ] [sig ] Generating forecast for: TYL [2025-10-09T00:08:53.458369] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TYL' from 'https://tdm.silogroup.org/data/derivative_storage/TYL.csv'. [2025-10-09T00:08:53.468865] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'TYL'. [2025-10-09T00:08:53.469204] [INFO ] [FORECASTER] Starting predict_future for TYL [2025-10-09T00:08:53.494626] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:53.495485] [DEBUG] [LOCAL ] No optimal features file found for TYL: ./output/feature-sets/TYL.txt [2025-10-09T00:08:53.495564] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:53.495686] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:53.495757] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:53.495855] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:53.517925] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:53.519061] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:53.519177] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:53.519261] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:53.559364] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:53.559542] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:53.559589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:53.559624] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:53.563224] [DEBUG] [FORECASTER] TYL: Forecast T+1@11:T+2@11: UP (p=54.11%) [2025-10-09T00:08:53.563513] [INFO ] [FORECASTER] Completed predict_future for TYL [2025-10-09T00:08:53.563678] [INFO ] [sig ] TYL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:53.704616] [INFO ] [LOCAL ] Saved forecast: TYL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/TYL.txt [2025-10-09T00:08:53.704887] [WARN ] [sig ] [2012/2211] Failed TYL after 0.2s | 5.14 sym/s | Total: 6.5m | ETA: 38.8s [2025-10-09T00:08:53.704965] [INFO ] [sig ] [2013/2211] Forecasting U... [2025-10-09T00:08:53.705033] [INFO ] [sig ] Generating forecast for: U [2025-10-09T00:08:53.705105] [DEBUG] [REMOTE ] Fetching historical data for symbol 'U' from 'https://tdm.silogroup.org/data/derivative_storage/U.csv'. [2025-10-09T00:08:53.716593] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'U'. [2025-10-09T00:08:53.717026] [INFO ] [FORECASTER] Starting predict_future for U [2025-10-09T00:08:53.752039] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:53.752998] [DEBUG] [LOCAL ] No optimal features file found for U: ./output/feature-sets/U.txt [2025-10-09T00:08:53.753084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:53.753156] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:53.753225] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:53.753324] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:53.776036] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:53.776852] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:53.776985] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:53.777066] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:53.809300] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:53.809456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:53.809531] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:53.809581] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:53.814186] [DEBUG] [FORECASTER] U: Forecast T+1@11:T+2@11: DOWN (p=28.19%) [2025-10-09T00:08:53.814559] [INFO ] [FORECASTER] Completed predict_future for U [2025-10-09T00:08:53.814759] [INFO ] [sig ] U: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:53.955800] [INFO ] [LOCAL ] Saved forecast: U 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/U.txt [2025-10-09T00:08:53.956100] [WARN ] [sig ] [2013/2211] Failed U after 0.3s | 5.13 sym/s | Total: 6.5m | ETA: 38.6s [2025-10-09T00:08:53.956176] [INFO ] [sig ] [2014/2211] Forecasting UA... [2025-10-09T00:08:53.956246] [INFO ] [sig ] Generating forecast for: UA [2025-10-09T00:08:53.956316] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UA' from 'https://tdm.silogroup.org/data/derivative_storage/UA.csv'. [2025-10-09T00:08:53.967434] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UA'. [2025-10-09T00:08:53.967811] [INFO ] [FORECASTER] Starting predict_future for UA [2025-10-09T00:08:53.993206] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:53.994063] [DEBUG] [LOCAL ] No optimal features file found for UA: ./output/feature-sets/UA.txt [2025-10-09T00:08:53.994141] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:53.994227] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:53.994308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:53.994434] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:54.011831] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:54.012635] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:54.012769] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:54.012850] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:54.049087] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:54.049293] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:54.049360] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:54.049398] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:54.053011] [DEBUG] [FORECASTER] UA: Forecast T+1@11:T+2@11: UP (p=92.08%) [2025-10-09T00:08:54.053328] [INFO ] [FORECASTER] Completed predict_future for UA [2025-10-09T00:08:54.053469] [INFO ] [sig ] UA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:54.202242] [INFO ] [LOCAL ] Saved forecast: UA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UA.txt [2025-10-09T00:08:54.202526] [WARN ] [sig ] [2014/2211] Failed UA after 0.2s | 5.13 sym/s | Total: 6.5m | ETA: 38.4s [2025-10-09T00:08:54.202624] [INFO ] [sig ] [2015/2211] Forecasting UAA... [2025-10-09T00:08:54.202728] [INFO ] [sig ] Generating forecast for: UAA [2025-10-09T00:08:54.202813] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UAA' from 'https://tdm.silogroup.org/data/derivative_storage/UAA.csv'. [2025-10-09T00:08:54.214210] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UAA'. [2025-10-09T00:08:54.214608] [INFO ] [FORECASTER] Starting predict_future for UAA [2025-10-09T00:08:54.243009] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:54.243865] [DEBUG] [LOCAL ] No optimal features file found for UAA: ./output/feature-sets/UAA.txt [2025-10-09T00:08:54.243945] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:54.244030] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:54.244111] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:54.244231] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:54.262764] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:54.263416] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:54.263542] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:54.263670] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:54.300133] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:54.300229] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:54.300269] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:54.300302] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:54.303848] [DEBUG] [FORECASTER] UAA: Forecast T+1@11:T+2@11: UP (p=66.03%) [2025-10-09T00:08:54.304130] [INFO ] [FORECASTER] Completed predict_future for UAA [2025-10-09T00:08:54.304261] [INFO ] [sig ] UAA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:54.443735] [INFO ] [LOCAL ] Saved forecast: UAA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UAA.txt [2025-10-09T00:08:54.443963] [WARN ] [sig ] [2015/2211] Failed UAA after 0.2s | 5.13 sym/s | Total: 6.5m | ETA: 38.2s [2025-10-09T00:08:54.444041] [INFO ] [sig ] [2016/2211] Forecasting UAN... [2025-10-09T00:08:54.444109] [INFO ] [sig ] Generating forecast for: UAN [2025-10-09T00:08:54.444185] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UAN' from 'https://tdm.silogroup.org/data/derivative_storage/UAN.csv'. [2025-10-09T00:08:54.453674] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UAN'. [2025-10-09T00:08:54.453981] [INFO ] [FORECASTER] Starting predict_future for UAN [2025-10-09T00:08:54.479020] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:54.479844] [DEBUG] [LOCAL ] No optimal features file found for UAN: ./output/feature-sets/UAN.txt [2025-10-09T00:08:54.479922] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:54.479993] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:54.480107] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:54.480209] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:54.497438] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:54.498068] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:54.498171] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:54.498251] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:54.532720] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:54.532814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:54.532855] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:54.532888] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:54.535988] [DEBUG] [FORECASTER] UAN: Forecast T+1@11:T+2@11: DOWN (p=8.58%) [2025-10-09T00:08:54.536262] [INFO ] [FORECASTER] Completed predict_future for UAN [2025-10-09T00:08:54.536390] [INFO ] [sig ] UAN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:54.677620] [INFO ] [LOCAL ] Saved forecast: UAN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UAN.txt [2025-10-09T00:08:54.677864] [WARN ] [sig ] [2016/2211] Failed UAN after 0.2s | 5.13 sym/s | Total: 6.5m | ETA: 38.0s [2025-10-09T00:08:54.677940] [INFO ] [sig ] [2017/2211] Forecasting UBER... [2025-10-09T00:08:54.678010] [INFO ] [sig ] Generating forecast for: UBER [2025-10-09T00:08:54.678080] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UBER' from 'https://tdm.silogroup.org/data/derivative_storage/UBER.csv'. [2025-10-09T00:08:54.687749] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UBER'. [2025-10-09T00:08:54.688063] [INFO ] [FORECASTER] Starting predict_future for UBER [2025-10-09T00:08:54.713720] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:54.714451] [DEBUG] [LOCAL ] No optimal features file found for UBER: ./output/feature-sets/UBER.txt [2025-10-09T00:08:54.714529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:54.714600] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:54.714696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:54.714796] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:54.732475] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:54.733083] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:54.733188] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:54.733257] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:54.767465] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:54.767592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:54.767634] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:54.767716] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:54.770991] [DEBUG] [FORECASTER] UBER: Forecast T+1@11:T+2@11: UP (p=76.50%) [2025-10-09T00:08:54.771312] [INFO ] [FORECASTER] Completed predict_future for UBER [2025-10-09T00:08:54.771445] [INFO ] [sig ] UBER: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:54.911195] [INFO ] [LOCAL ] Saved forecast: UBER 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UBER.txt [2025-10-09T00:08:54.911427] [WARN ] [sig ] [2017/2211] Failed UBER after 0.2s | 5.13 sym/s | Total: 6.6m | ETA: 37.8s [2025-10-09T00:08:54.911504] [INFO ] [sig ] [2018/2211] Forecasting UBS... [2025-10-09T00:08:54.911573] [INFO ] [sig ] Generating forecast for: UBS [2025-10-09T00:08:54.911665] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UBS' from 'https://tdm.silogroup.org/data/derivative_storage/UBS.csv'. [2025-10-09T00:08:54.921082] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UBS'. [2025-10-09T00:08:54.921382] [INFO ] [FORECASTER] Starting predict_future for UBS [2025-10-09T00:08:54.946374] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:54.947144] [DEBUG] [LOCAL ] No optimal features file found for UBS: ./output/feature-sets/UBS.txt [2025-10-09T00:08:54.947223] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:54.947294] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:54.947374] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:54.947534] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:54.964967] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:54.965565] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:54.965693] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:54.965775] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:55.003089] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:55.003181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:55.003221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:55.003254] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:55.006311] [DEBUG] [FORECASTER] UBS: Forecast T+1@11:T+2@11: DOWN (p=4.93%) [2025-10-09T00:08:55.006580] [INFO ] [FORECASTER] Completed predict_future for UBS [2025-10-09T00:08:55.006744] [INFO ] [sig ] UBS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:55.152860] [INFO ] [LOCAL ] Saved forecast: UBS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UBS.txt [2025-10-09T00:08:55.153136] [WARN ] [sig ] [2018/2211] Failed UBS after 0.2s | 5.13 sym/s | Total: 6.6m | ETA: 37.6s [2025-10-09T00:08:55.153217] [INFO ] [sig ] [2019/2211] Forecasting UCB... [2025-10-09T00:08:55.153299] [INFO ] [sig ] Generating forecast for: UCB [2025-10-09T00:08:55.153382] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UCB' from 'https://tdm.silogroup.org/data/derivative_storage/UCB.csv'. [2025-10-09T00:08:55.164703] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UCB'. [2025-10-09T00:08:55.165080] [INFO ] [FORECASTER] Starting predict_future for UCB [2025-10-09T00:08:55.191277] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:55.192080] [DEBUG] [LOCAL ] No optimal features file found for UCB: ./output/feature-sets/UCB.txt [2025-10-09T00:08:55.192157] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:55.192257] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:55.192338] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:55.192474] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:55.209866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:55.210535] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:55.210662] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:55.210736] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:55.245875] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:55.245970] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:55.246010] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:55.246042] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:55.249139] [DEBUG] [FORECASTER] UCB: Forecast T+1@11:T+2@11: DOWN (p=24.70%) [2025-10-09T00:08:55.249466] [INFO ] [FORECASTER] Completed predict_future for UCB [2025-10-09T00:08:55.249610] [INFO ] [sig ] UCB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:55.388870] [INFO ] [LOCAL ] Saved forecast: UCB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UCB.txt [2025-10-09T00:08:55.389111] [WARN ] [sig ] [2019/2211] Failed UCB after 0.2s | 5.13 sym/s | Total: 6.6m | ETA: 37.4s [2025-10-09T00:08:55.389203] [INFO ] [sig ] [2020/2211] Forecasting UDR... [2025-10-09T00:08:55.389289] [INFO ] [sig ] Generating forecast for: UDR [2025-10-09T00:08:55.389362] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UDR' from 'https://tdm.silogroup.org/data/derivative_storage/UDR.csv'. [2025-10-09T00:08:55.399042] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UDR'. [2025-10-09T00:08:55.399362] [INFO ] [FORECASTER] Starting predict_future for UDR [2025-10-09T00:08:55.424499] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:55.425297] [DEBUG] [LOCAL ] No optimal features file found for UDR: ./output/feature-sets/UDR.txt [2025-10-09T00:08:55.425375] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:55.425446] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:55.425527] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:55.425687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:55.442984] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:55.443591] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:55.443716] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:55.443797] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:55.476939] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:55.477036] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:55.477076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:55.477109] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:55.480250] [DEBUG] [FORECASTER] UDR: Forecast T+1@11:T+2@11: DOWN (p=12.62%) [2025-10-09T00:08:55.480521] [INFO ] [FORECASTER] Completed predict_future for UDR [2025-10-09T00:08:55.480679] [INFO ] [sig ] UDR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:55.620562] [INFO ] [LOCAL ] Saved forecast: UDR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UDR.txt [2025-10-09T00:08:55.620825] [WARN ] [sig ] [2020/2211] Failed UDR after 0.2s | 5.13 sym/s | Total: 6.6m | ETA: 37.2s [2025-10-09T00:08:55.620905] [INFO ] [sig ] [2021/2211] Forecasting UE... [2025-10-09T00:08:55.620988] [INFO ] [sig ] Generating forecast for: UE [2025-10-09T00:08:55.621069] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UE' from 'https://tdm.silogroup.org/data/derivative_storage/UE.csv'. [2025-10-09T00:08:55.630699] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UE'. [2025-10-09T00:08:55.631019] [INFO ] [FORECASTER] Starting predict_future for UE [2025-10-09T00:08:55.656554] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:55.657319] [DEBUG] [LOCAL ] No optimal features file found for UE: ./output/feature-sets/UE.txt [2025-10-09T00:08:55.657398] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:55.657469] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:55.657539] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:55.657638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:55.675500] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:55.676132] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:55.676239] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:55.676312] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:55.708871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:55.708963] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:55.709004] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:55.709037] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:55.713368] [DEBUG] [FORECASTER] UE: Forecast T+1@11:T+2@11: UP (p=67.87%) [2025-10-09T00:08:55.713826] [INFO ] [FORECASTER] Completed predict_future for UE [2025-10-09T00:08:55.714004] [INFO ] [sig ] UE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:55.860505] [INFO ] [LOCAL ] Saved forecast: UE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UE.txt [2025-10-09T00:08:55.860963] [WARN ] [sig ] [2021/2211] Failed UE after 0.2s | 5.13 sym/s | Total: 6.6m | ETA: 37.0s [2025-10-09T00:08:55.861054] [INFO ] [sig ] [2022/2211] Forecasting UFI... [2025-10-09T00:08:55.861132] [INFO ] [sig ] Generating forecast for: UFI [2025-10-09T00:08:55.861212] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UFI' from 'https://tdm.silogroup.org/data/derivative_storage/UFI.csv'. [2025-10-09T00:08:55.873796] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UFI'. [2025-10-09T00:08:55.874335] [INFO ] [FORECASTER] Starting predict_future for UFI [2025-10-09T00:08:55.903306] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:55.904315] [DEBUG] [LOCAL ] No optimal features file found for UFI: ./output/feature-sets/UFI.txt [2025-10-09T00:08:55.904403] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:55.904476] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:55.904546] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:55.904672] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:55.925207] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:55.926293] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:55.926426] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:55.926527] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:55.970610] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:55.970874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:55.970930] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:55.970967] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:55.975139] [DEBUG] [FORECASTER] UFI: Forecast T+1@11:T+2@11: DOWN (p=10.98%) [2025-10-09T00:08:55.975542] [INFO ] [FORECASTER] Completed predict_future for UFI [2025-10-09T00:08:55.975765] [INFO ] [sig ] UFI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:56.133950] [INFO ] [LOCAL ] Saved forecast: UFI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UFI.txt [2025-10-09T00:08:56.134279] [WARN ] [sig ] [2022/2211] Failed UFI after 0.3s | 5.13 sym/s | Total: 6.6m | ETA: 36.9s [2025-10-09T00:08:56.134360] [INFO ] [sig ] [2023/2211] Forecasting UGI... [2025-10-09T00:08:56.134430] [INFO ] [sig ] Generating forecast for: UGI [2025-10-09T00:08:56.134502] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UGI' from 'https://tdm.silogroup.org/data/derivative_storage/UGI.csv'. [2025-10-09T00:08:56.146525] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UGI'. [2025-10-09T00:08:56.146984] [INFO ] [FORECASTER] Starting predict_future for UGI [2025-10-09T00:08:56.172513] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:56.173370] [DEBUG] [LOCAL ] No optimal features file found for UGI: ./output/feature-sets/UGI.txt [2025-10-09T00:08:56.173450] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:56.173523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:56.173606] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:56.173804] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:56.191400] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:56.192093] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:56.192200] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:56.192285] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:56.234944] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:56.235145] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:56.235192] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:56.235226] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:56.238958] [DEBUG] [FORECASTER] UGI: Forecast T+1@11:T+2@11: UP (p=86.40%) [2025-10-09T00:08:56.239273] [INFO ] [FORECASTER] Completed predict_future for UGI [2025-10-09T00:08:56.239442] [INFO ] [sig ] UGI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:56.380842] [INFO ] [LOCAL ] Saved forecast: UGI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UGI.txt [2025-10-09T00:08:56.381140] [WARN ] [sig ] [2023/2211] Failed UGI after 0.2s | 5.13 sym/s | Total: 6.6m | ETA: 36.7s [2025-10-09T00:08:56.381220] [INFO ] [sig ] [2024/2211] Forecasting UGP... [2025-10-09T00:08:56.381317] [INFO ] [sig ] Generating forecast for: UGP [2025-10-09T00:08:56.381402] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UGP' from 'https://tdm.silogroup.org/data/derivative_storage/UGP.csv'. [2025-10-09T00:08:56.391397] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UGP'. [2025-10-09T00:08:56.391774] [INFO ] [FORECASTER] Starting predict_future for UGP [2025-10-09T00:08:56.417803] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:56.418681] [DEBUG] [LOCAL ] No optimal features file found for UGP: ./output/feature-sets/UGP.txt [2025-10-09T00:08:56.418762] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:56.418836] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:56.418904] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:56.419078] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:56.437205] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:56.437912] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:56.438022] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:56.438108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:56.477587] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:56.477830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:56.477883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:56.477917] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:56.481557] [DEBUG] [FORECASTER] UGP: Forecast T+1@11:T+2@11: DOWN (p=3.75%) [2025-10-09T00:08:56.481888] [INFO ] [FORECASTER] Completed predict_future for UGP [2025-10-09T00:08:56.482053] [INFO ] [sig ] UGP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:56.627461] [INFO ] [LOCAL ] Saved forecast: UGP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UGP.txt [2025-10-09T00:08:56.627826] [WARN ] [sig ] [2024/2211] Failed UGP after 0.2s | 5.13 sym/s | Total: 6.6m | ETA: 36.5s [2025-10-09T00:08:56.627908] [INFO ] [sig ] [2025/2211] Forecasting UHAL... [2025-10-09T00:08:56.627979] [INFO ] [sig ] Generating forecast for: UHAL [2025-10-09T00:08:56.628028] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UHAL' from 'https://tdm.silogroup.org/data/derivative_storage/UHAL.csv'. [2025-10-09T00:08:56.639100] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UHAL'. [2025-10-09T00:08:56.639523] [INFO ] [FORECASTER] Starting predict_future for UHAL [2025-10-09T00:08:56.665552] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:56.666434] [DEBUG] [LOCAL ] No optimal features file found for UHAL: ./output/feature-sets/UHAL.txt [2025-10-09T00:08:56.666517] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:56.666591] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:56.666768] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:56.666872] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:56.684235] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:56.685005] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:56.685113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:56.685200] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:56.726411] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:56.726617] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:56.726705] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:56.726763] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:56.730546] [DEBUG] [FORECASTER] UHAL: Forecast T+1@11:T+2@11: DOWN (p=2.95%) [2025-10-09T00:08:56.730909] [INFO ] [FORECASTER] Completed predict_future for UHAL [2025-10-09T00:08:56.731080] [INFO ] [sig ] UHAL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:56.880583] [INFO ] [LOCAL ] Saved forecast: UHAL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UHAL.txt [2025-10-09T00:08:56.880912] [WARN ] [sig ] [2025/2211] Failed UHAL after 0.3s | 5.13 sym/s | Total: 6.6m | ETA: 36.3s [2025-10-09T00:08:56.880993] [INFO ] [sig ] [2026/2211] Forecasting UHS... [2025-10-09T00:08:56.881063] [INFO ] [sig ] Generating forecast for: UHS [2025-10-09T00:08:56.881139] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UHS' from 'https://tdm.silogroup.org/data/derivative_storage/UHS.csv'. [2025-10-09T00:08:56.891405] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UHS'. [2025-10-09T00:08:56.891789] [INFO ] [FORECASTER] Starting predict_future for UHS [2025-10-09T00:08:56.918027] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:56.918935] [DEBUG] [LOCAL ] No optimal features file found for UHS: ./output/feature-sets/UHS.txt [2025-10-09T00:08:56.919020] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:56.919116] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:56.919188] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:56.919307] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:56.937479] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:56.938370] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:56.938485] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:56.938556] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:56.979322] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:56.979544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:56.979595] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:56.979630] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:56.983501] [DEBUG] [FORECASTER] UHS: Forecast T+1@11:T+2@11: DOWN (p=44.95%) [2025-10-09T00:08:56.983860] [INFO ] [FORECASTER] Completed predict_future for UHS [2025-10-09T00:08:56.984033] [INFO ] [sig ] UHS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:57.165782] [INFO ] [LOCAL ] Saved forecast: UHS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UHS.txt [2025-10-09T00:08:57.166048] [WARN ] [sig ] [2026/2211] Failed UHS after 0.3s | 5.13 sym/s | Total: 6.6m | ETA: 36.1s [2025-10-09T00:08:57.166127] [INFO ] [sig ] [2027/2211] Forecasting UHT... [2025-10-09T00:08:57.166202] [INFO ] [sig ] Generating forecast for: UHT [2025-10-09T00:08:57.166273] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UHT' from 'https://tdm.silogroup.org/data/derivative_storage/UHT.csv'. [2025-10-09T00:08:57.176034] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UHT'. [2025-10-09T00:08:57.176356] [INFO ] [FORECASTER] Starting predict_future for UHT [2025-10-09T00:08:57.201799] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:57.202578] [DEBUG] [LOCAL ] No optimal features file found for UHT: ./output/feature-sets/UHT.txt [2025-10-09T00:08:57.202680] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:57.202741] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:57.202805] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:57.202902] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:57.221170] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:57.221943] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:57.222050] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:57.222124] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:57.257286] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:57.257470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:57.257518] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:57.257552] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:57.261457] [DEBUG] [FORECASTER] UHT: Forecast T+1@11:T+2@11: DOWN (p=40.10%) [2025-10-09T00:08:57.261837] [INFO ] [FORECASTER] Completed predict_future for UHT [2025-10-09T00:08:57.262001] [INFO ] [sig ] UHT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:57.413251] [INFO ] [LOCAL ] Saved forecast: UHT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UHT.txt [2025-10-09T00:08:57.413544] [WARN ] [sig ] [2027/2211] Failed UHT after 0.2s | 5.12 sym/s | Total: 6.6m | ETA: 35.9s [2025-10-09T00:08:57.413637] [INFO ] [sig ] [2028/2211] Forecasting UI... [2025-10-09T00:08:57.413739] [INFO ] [sig ] Generating forecast for: UI [2025-10-09T00:08:57.413814] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UI' from 'https://tdm.silogroup.org/data/derivative_storage/UI.csv'. [2025-10-09T00:08:57.424839] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UI'. [2025-10-09T00:08:57.425208] [INFO ] [FORECASTER] Starting predict_future for UI [2025-10-09T00:08:57.451207] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:57.452041] [DEBUG] [LOCAL ] No optimal features file found for UI: ./output/feature-sets/UI.txt [2025-10-09T00:08:57.452123] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:57.452197] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:57.452266] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:57.452365] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:57.470392] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:57.471026] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:57.471134] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:57.471207] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:57.505074] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:57.505192] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:57.505235] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:57.505269] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:57.508818] [DEBUG] [FORECASTER] UI: Forecast T+1@11:T+2@11: DOWN (p=26.87%) [2025-10-09T00:08:57.509144] [INFO ] [FORECASTER] Completed predict_future for UI [2025-10-09T00:08:57.509333] [INFO ] [sig ] UI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:57.659938] [INFO ] [LOCAL ] Saved forecast: UI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UI.txt [2025-10-09T00:08:57.660233] [WARN ] [sig ] [2028/2211] Failed UI after 0.2s | 5.12 sym/s | Total: 6.6m | ETA: 35.7s [2025-10-09T00:08:57.660312] [INFO ] [sig ] [2029/2211] Forecasting UIS... [2025-10-09T00:08:57.660381] [INFO ] [sig ] Generating forecast for: UIS [2025-10-09T00:08:57.660452] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UIS' from 'https://tdm.silogroup.org/data/derivative_storage/UIS.csv'. [2025-10-09T00:08:57.670428] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UIS'. [2025-10-09T00:08:57.670793] [INFO ] [FORECASTER] Starting predict_future for UIS [2025-10-09T00:08:57.696443] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:57.697311] [DEBUG] [LOCAL ] No optimal features file found for UIS: ./output/feature-sets/UIS.txt [2025-10-09T00:08:57.697390] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:57.697465] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:57.697544] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:57.697685] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:57.717585] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:57.718508] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:57.718626] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:57.718719] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:57.752120] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:57.752306] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:57.752355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:57.752390] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:57.756263] [DEBUG] [FORECASTER] UIS: Forecast T+1@11:T+2@11: UP (p=66.07%) [2025-10-09T00:08:57.756599] [INFO ] [FORECASTER] Completed predict_future for UIS [2025-10-09T00:08:57.756810] [INFO ] [sig ] UIS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:57.915014] [INFO ] [LOCAL ] Saved forecast: UIS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UIS.txt [2025-10-09T00:08:57.915349] [WARN ] [sig ] [2029/2211] Failed UIS after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 35.5s [2025-10-09T00:08:57.915429] [INFO ] [sig ] [2030/2211] Forecasting UL... [2025-10-09T00:08:57.915498] [INFO ] [sig ] Generating forecast for: UL [2025-10-09T00:08:57.915569] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UL' from 'https://tdm.silogroup.org/data/derivative_storage/UL.csv'. [2025-10-09T00:08:57.925555] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UL'. [2025-10-09T00:08:57.925928] [INFO ] [FORECASTER] Starting predict_future for UL [2025-10-09T00:08:57.951935] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:57.952816] [DEBUG] [LOCAL ] No optimal features file found for UL: ./output/feature-sets/UL.txt [2025-10-09T00:08:57.952896] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:57.952969] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:57.953038] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:57.953137] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:57.972094] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:57.972962] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:57.973076] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:57.973147] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:58.010050] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:58.010270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:58.010319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:58.010354] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:58.014067] [DEBUG] [FORECASTER] UL: Forecast T+1@11:T+2@11: UP (p=97.81%) [2025-10-09T00:08:58.014375] [INFO ] [FORECASTER] Completed predict_future for UL [2025-10-09T00:08:58.014523] [INFO ] [sig ] UL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:58.166805] [INFO ] [LOCAL ] Saved forecast: UL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UL.txt [2025-10-09T00:08:58.167105] [WARN ] [sig ] [2030/2211] Failed UL after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 35.3s [2025-10-09T00:08:58.167220] [INFO ] [sig ] [2031/2211] Forecasting ULS... [2025-10-09T00:08:58.167313] [INFO ] [sig ] Generating forecast for: ULS [2025-10-09T00:08:58.167399] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ULS' from 'https://tdm.silogroup.org/data/derivative_storage/ULS.csv'. [2025-10-09T00:08:58.178470] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ULS'. [2025-10-09T00:08:58.178842] [INFO ] [FORECASTER] Starting predict_future for ULS [2025-10-09T00:08:58.204440] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:58.205285] [DEBUG] [LOCAL ] No optimal features file found for ULS: ./output/feature-sets/ULS.txt [2025-10-09T00:08:58.205363] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:58.205434] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:58.205502] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:58.205599] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:58.222897] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:58.223485] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:58.223591] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:58.223683] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:58.261814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:58.262038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:58.262140] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:58.262199] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:58.266169] [DEBUG] [FORECASTER] ULS: Forecast T+1@11:T+2@11: UP (p=73.79%) [2025-10-09T00:08:58.266501] [INFO ] [FORECASTER] Completed predict_future for ULS [2025-10-09T00:08:58.266744] [INFO ] [sig ] ULS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:58.422781] [INFO ] [LOCAL ] Saved forecast: ULS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ULS.txt [2025-10-09T00:08:58.423096] [WARN ] [sig ] [2031/2211] Failed ULS after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 35.1s [2025-10-09T00:08:58.423214] [INFO ] [sig ] [2032/2211] Forecasting UMC... [2025-10-09T00:08:58.423308] [INFO ] [sig ] Generating forecast for: UMC [2025-10-09T00:08:58.423398] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UMC' from 'https://tdm.silogroup.org/data/derivative_storage/UMC.csv'. [2025-10-09T00:08:58.434243] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UMC'. [2025-10-09T00:08:58.434586] [INFO ] [FORECASTER] Starting predict_future for UMC [2025-10-09T00:08:58.460793] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:58.461591] [DEBUG] [LOCAL ] No optimal features file found for UMC: ./output/feature-sets/UMC.txt [2025-10-09T00:08:58.461694] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:58.461770] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:58.461841] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:58.461943] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:58.479964] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:58.480591] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:58.480719] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:58.480792] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:58.522338] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:58.522525] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:58.522575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:58.522612] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:58.526387] [DEBUG] [FORECASTER] UMC: Forecast T+1@11:T+2@11: UP (p=90.50%) [2025-10-09T00:08:58.526756] [INFO ] [FORECASTER] Completed predict_future for UMC [2025-10-09T00:08:58.526932] [INFO ] [sig ] UMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:58.677040] [INFO ] [LOCAL ] Saved forecast: UMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UMC.txt [2025-10-09T00:08:58.677341] [WARN ] [sig ] [2032/2211] Failed UMC after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 35.0s [2025-10-09T00:08:58.677427] [INFO ] [sig ] [2033/2211] Forecasting UMH... [2025-10-09T00:08:58.677502] [INFO ] [sig ] Generating forecast for: UMH [2025-10-09T00:08:58.677579] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UMH' from 'https://tdm.silogroup.org/data/derivative_storage/UMH.csv'. [2025-10-09T00:08:58.688220] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UMH'. [2025-10-09T00:08:58.688581] [INFO ] [FORECASTER] Starting predict_future for UMH [2025-10-09T00:08:58.716040] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:58.717010] [DEBUG] [LOCAL ] No optimal features file found for UMH: ./output/feature-sets/UMH.txt [2025-10-09T00:08:58.717088] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:58.717160] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:58.717230] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:58.717347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:58.734865] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:58.735528] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:58.735638] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:58.735734] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:58.781804] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:58.781995] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:58.782044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:58.782079] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:58.785678] [DEBUG] [FORECASTER] UMH: Forecast T+1@11:T+2@11: DOWN (p=3.24%) [2025-10-09T00:08:58.785986] [INFO ] [FORECASTER] Completed predict_future for UMH [2025-10-09T00:08:58.786135] [INFO ] [sig ] UMH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:58.931248] [INFO ] [LOCAL ] Saved forecast: UMH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UMH.txt [2025-10-09T00:08:58.931545] [WARN ] [sig ] [2033/2211] Failed UMH after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 34.8s [2025-10-09T00:08:58.931624] [INFO ] [sig ] [2034/2211] Forecasting UNF... [2025-10-09T00:08:58.931718] [INFO ] [sig ] Generating forecast for: UNF [2025-10-09T00:08:58.931802] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNF' from 'https://tdm.silogroup.org/data/derivative_storage/UNF.csv'. [2025-10-09T00:08:58.942595] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UNF'. [2025-10-09T00:08:58.943092] [INFO ] [FORECASTER] Starting predict_future for UNF [2025-10-09T00:08:58.970012] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:58.970867] [DEBUG] [LOCAL ] No optimal features file found for UNF: ./output/feature-sets/UNF.txt [2025-10-09T00:08:58.970946] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:58.971020] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:58.971090] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:58.971191] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:58.989633] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:58.990316] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:58.990425] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:58.990497] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:59.027795] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:59.028004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:59.028056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:59.028090] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:59.031823] [DEBUG] [FORECASTER] UNF: Forecast T+1@11:T+2@11: DOWN (p=4.07%) [2025-10-09T00:08:59.032128] [INFO ] [FORECASTER] Completed predict_future for UNF [2025-10-09T00:08:59.032279] [INFO ] [sig ] UNF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:59.178177] [INFO ] [LOCAL ] Saved forecast: UNF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UNF.txt [2025-10-09T00:08:59.178440] [WARN ] [sig ] [2034/2211] Failed UNF after 0.2s | 5.12 sym/s | Total: 6.6m | ETA: 34.6s [2025-10-09T00:08:59.178519] [INFO ] [sig ] [2035/2211] Forecasting UNFI... [2025-10-09T00:08:59.178589] [INFO ] [sig ] Generating forecast for: UNFI [2025-10-09T00:08:59.178685] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNFI' from 'https://tdm.silogroup.org/data/derivative_storage/UNFI.csv'. [2025-10-09T00:08:59.188820] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UNFI'. [2025-10-09T00:08:59.189165] [INFO ] [FORECASTER] Starting predict_future for UNFI [2025-10-09T00:08:59.214749] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:59.215474] [DEBUG] [LOCAL ] No optimal features file found for UNFI: ./output/feature-sets/UNFI.txt [2025-10-09T00:08:59.215552] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:59.215623] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:59.215720] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:59.215818] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:59.234120] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:59.234934] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:59.235065] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:59.235153] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:59.275357] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:59.275591] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:59.275691] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:59.275767] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:59.280800] [DEBUG] [FORECASTER] UNFI: Forecast T+1@11:T+2@11: UP (p=96.12%) [2025-10-09T00:08:59.281227] [INFO ] [FORECASTER] Completed predict_future for UNFI [2025-10-09T00:08:59.281433] [INFO ] [sig ] UNFI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:08:59.441811] [INFO ] [LOCAL ] Saved forecast: UNFI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UNFI.txt [2025-10-09T00:08:59.442132] [WARN ] [sig ] [2035/2211] Failed UNFI after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 34.4s [2025-10-09T00:08:59.442221] [INFO ] [sig ] [2036/2211] Forecasting UNH... [2025-10-09T00:08:59.442296] [INFO ] [sig ] Generating forecast for: UNH [2025-10-09T00:08:59.442370] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNH' from 'https://tdm.silogroup.org/data/derivative_storage/UNH.csv'. [2025-10-09T00:08:59.453462] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UNH'. [2025-10-09T00:08:59.453927] [INFO ] [FORECASTER] Starting predict_future for UNH [2025-10-09T00:08:59.479626] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:59.480509] [DEBUG] [LOCAL ] No optimal features file found for UNH: ./output/feature-sets/UNH.txt [2025-10-09T00:08:59.480592] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:59.480688] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:59.480758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:59.480857] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:59.498463] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:59.499966] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:59.500227] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:59.500311] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:59.549299] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:59.549544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:59.549606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:59.549671] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:59.554173] [DEBUG] [FORECASTER] UNH: Forecast T+1@11:T+2@11: DOWN (p=33.66%) [2025-10-09T00:08:59.554663] [INFO ] [FORECASTER] Completed predict_future for UNH [2025-10-09T00:08:59.554877] [INFO ] [sig ] UNH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:59.732685] [INFO ] [LOCAL ] Saved forecast: UNH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UNH.txt [2025-10-09T00:08:59.733014] [WARN ] [sig ] [2036/2211] Failed UNH after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 34.2s [2025-10-09T00:08:59.733114] [INFO ] [sig ] [2037/2211] Forecasting UNM... [2025-10-09T00:08:59.733185] [INFO ] [sig ] Generating forecast for: UNM [2025-10-09T00:08:59.733274] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNM' from 'https://tdm.silogroup.org/data/derivative_storage/UNM.csv'. [2025-10-09T00:08:59.744807] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UNM'. [2025-10-09T00:08:59.745247] [INFO ] [FORECASTER] Starting predict_future for UNM [2025-10-09T00:08:59.776314] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:08:59.777199] [DEBUG] [LOCAL ] No optimal features file found for UNM: ./output/feature-sets/UNM.txt [2025-10-09T00:08:59.777279] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:08:59.777355] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:08:59.777427] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:08:59.777527] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:08:59.799901] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:08:59.800666] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:08:59.800777] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:08:59.800850] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:08:59.839388] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:08:59.839521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:08:59.839563] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:08:59.839596] [INFO ] [FORECASTER] Training complete [2025-10-09T00:08:59.843050] [DEBUG] [FORECASTER] UNM: Forecast T+1@11:T+2@11: DOWN (p=10.07%) [2025-10-09T00:08:59.843348] [INFO ] [FORECASTER] Completed predict_future for UNM [2025-10-09T00:08:59.843490] [INFO ] [sig ] UNM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:08:59.983056] [INFO ] [LOCAL ] Saved forecast: UNM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UNM.txt [2025-10-09T00:08:59.983333] [WARN ] [sig ] [2037/2211] Failed UNM after 0.3s | 5.12 sym/s | Total: 6.6m | ETA: 34.0s [2025-10-09T00:08:59.983412] [INFO ] [sig ] [2038/2211] Forecasting UNMA... [2025-10-09T00:08:59.983482] [INFO ] [sig ] Generating forecast for: UNMA [2025-10-09T00:08:59.983553] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNMA' from 'https://tdm.silogroup.org/data/derivative_storage/UNMA.csv'. [2025-10-09T00:08:59.993281] [DEBUG] [REMOTE ] Successfully parsed 1792 rows of historical data for symbol 'UNMA'. [2025-10-09T00:08:59.993608] [INFO ] [FORECASTER] Starting predict_future for UNMA [2025-10-09T00:09:00.019864] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:00.020771] [DEBUG] [LOCAL ] No optimal features file found for UNMA: ./output/feature-sets/UNMA.txt [2025-10-09T00:09:00.020852] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:00.020941] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:00.021024] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:00.021151] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:00.039240] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:00.039969] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:00.040077] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:00.040161] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:00.075337] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:00.075513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:00.075578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:00.075614] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:00.079105] [DEBUG] [FORECASTER] UNMA: Forecast T+1@11:T+2@11: DOWN (p=22.05%) [2025-10-09T00:09:00.079466] [INFO ] [FORECASTER] Completed predict_future for UNMA [2025-10-09T00:09:00.079618] [INFO ] [sig ] UNMA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:00.219122] [INFO ] [LOCAL ] Saved forecast: UNMA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UNMA.txt [2025-10-09T00:09:00.219482] [WARN ] [sig ] [2038/2211] Failed UNMA after 0.2s | 5.12 sym/s | Total: 6.6m | ETA: 33.8s [2025-10-09T00:09:00.219565] [INFO ] [sig ] [2039/2211] Forecasting UNP... [2025-10-09T00:09:00.219635] [INFO ] [sig ] Generating forecast for: UNP [2025-10-09T00:09:00.219733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNP' from 'https://tdm.silogroup.org/data/derivative_storage/UNP.csv'. [2025-10-09T00:09:00.230267] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UNP'. [2025-10-09T00:09:00.230618] [INFO ] [FORECASTER] Starting predict_future for UNP [2025-10-09T00:09:00.256074] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:00.257051] [DEBUG] [LOCAL ] No optimal features file found for UNP: ./output/feature-sets/UNP.txt [2025-10-09T00:09:00.257130] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:00.257202] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:00.257352] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:00.257457] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:00.275566] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:00.276269] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:00.276381] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:00.276469] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:00.312895] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:00.313034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:00.313076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:00.313110] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:00.316422] [DEBUG] [FORECASTER] UNP: Forecast T+1@11:T+2@11: DOWN (p=5.37%) [2025-10-09T00:09:00.316756] [INFO ] [FORECASTER] Completed predict_future for UNP [2025-10-09T00:09:00.316921] [INFO ] [sig ] UNP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:00.456867] [INFO ] [LOCAL ] Saved forecast: UNP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UNP.txt [2025-10-09T00:09:00.457196] [WARN ] [sig ] [2039/2211] Failed UNP after 0.2s | 5.12 sym/s | Total: 6.6m | ETA: 33.6s [2025-10-09T00:09:00.457280] [INFO ] [sig ] [2040/2211] Forecasting UP... [2025-10-09T00:09:00.457363] [INFO ] [sig ] Generating forecast for: UP [2025-10-09T00:09:00.457449] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UP' from 'https://tdm.silogroup.org/data/derivative_storage/UP.csv'. [2025-10-09T00:09:00.468238] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UP'. [2025-10-09T00:09:00.468712] [INFO ] [FORECASTER] Starting predict_future for UP [2025-10-09T00:09:00.494318] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:00.495153] [DEBUG] [LOCAL ] No optimal features file found for UP: ./output/feature-sets/UP.txt [2025-10-09T00:09:00.495231] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:00.495302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:00.495370] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:00.495488] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:00.512787] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:00.513386] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:00.513493] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:00.513562] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:00.553172] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:00.553330] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:00.553377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:00.553410] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:00.556944] [DEBUG] [FORECASTER] UP: Forecast T+1@11:T+2@11: UP (p=85.39%) [2025-10-09T00:09:00.557240] [INFO ] [FORECASTER] Completed predict_future for UP [2025-10-09T00:09:00.557390] [INFO ] [sig ] UP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:00.696870] [INFO ] [LOCAL ] Saved forecast: UP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UP.txt [2025-10-09T00:09:00.697172] [WARN ] [sig ] [2040/2211] Failed UP after 0.2s | 5.12 sym/s | Total: 6.6m | ETA: 33.4s [2025-10-09T00:09:00.697254] [INFO ] [sig ] [2041/2211] Forecasting UPS... [2025-10-09T00:09:00.697325] [INFO ] [sig ] Generating forecast for: UPS [2025-10-09T00:09:00.697396] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UPS' from 'https://tdm.silogroup.org/data/derivative_storage/UPS.csv'. [2025-10-09T00:09:00.707530] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UPS'. [2025-10-09T00:09:00.707931] [INFO ] [FORECASTER] Starting predict_future for UPS [2025-10-09T00:09:00.733494] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:00.734295] [DEBUG] [LOCAL ] No optimal features file found for UPS: ./output/feature-sets/UPS.txt [2025-10-09T00:09:00.734374] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:00.734445] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:00.734515] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:00.734612] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:00.751992] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:00.752757] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:00.752863] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:00.752931] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:00.792506] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:00.792703] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:00.792772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:00.792809] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:00.796291] [DEBUG] [FORECASTER] UPS: Forecast T+1@11:T+2@11: UP (p=50.16%) [2025-10-09T00:09:00.796592] [INFO ] [FORECASTER] Completed predict_future for UPS [2025-10-09T00:09:00.796792] [INFO ] [sig ] UPS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:01.019525] [INFO ] [LOCAL ] Saved forecast: UPS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UPS.txt [2025-10-09T00:09:01.019854] [WARN ] [sig ] [2041/2211] Failed UPS after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 33.2s [2025-10-09T00:09:01.019937] [INFO ] [sig ] [2042/2211] Forecasting URI... [2025-10-09T00:09:01.020006] [INFO ] [sig ] Generating forecast for: URI [2025-10-09T00:09:01.020077] [DEBUG] [REMOTE ] Fetching historical data for symbol 'URI' from 'https://tdm.silogroup.org/data/derivative_storage/URI.csv'. [2025-10-09T00:09:01.030996] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'URI'. [2025-10-09T00:09:01.031352] [INFO ] [FORECASTER] Starting predict_future for URI [2025-10-09T00:09:01.062251] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:01.063238] [DEBUG] [LOCAL ] No optimal features file found for URI: ./output/feature-sets/URI.txt [2025-10-09T00:09:01.063322] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:01.063426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:01.063514] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:01.063674] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:01.081257] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:01.082142] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:01.082269] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:01.082361] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:01.116309] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:01.116457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:01.116504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:01.116541] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:01.120504] [DEBUG] [FORECASTER] URI: Forecast T+1@11:T+2@11: UP (p=94.86%) [2025-10-09T00:09:01.120911] [INFO ] [FORECASTER] Completed predict_future for URI [2025-10-09T00:09:01.121075] [INFO ] [sig ] URI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:01.269038] [INFO ] [LOCAL ] Saved forecast: URI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/URI.txt [2025-10-09T00:09:01.269351] [WARN ] [sig ] [2042/2211] Failed URI after 0.2s | 5.11 sym/s | Total: 6.7m | ETA: 33.1s [2025-10-09T00:09:01.269439] [INFO ] [sig ] [2043/2211] Forecasting USA... [2025-10-09T00:09:01.269511] [INFO ] [sig ] Generating forecast for: USA [2025-10-09T00:09:01.269559] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USA' from 'https://tdm.silogroup.org/data/derivative_storage/USA.csv'. [2025-10-09T00:09:01.281048] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'USA'. [2025-10-09T00:09:01.281438] [INFO ] [FORECASTER] Starting predict_future for USA [2025-10-09T00:09:01.315526] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:01.316603] [DEBUG] [LOCAL ] No optimal features file found for USA: ./output/feature-sets/USA.txt [2025-10-09T00:09:01.316747] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:01.316844] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:01.316935] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:01.317068] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:01.340950] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:01.341911] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:01.342025] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:01.342097] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:01.379623] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:01.379849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:01.379903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:01.379941] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:01.384200] [DEBUG] [FORECASTER] USA: Forecast T+1@11:T+2@11: DOWN (p=28.55%) [2025-10-09T00:09:01.384778] [INFO ] [FORECASTER] Completed predict_future for USA [2025-10-09T00:09:01.384940] [INFO ] [sig ] USA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:01.557871] [INFO ] [LOCAL ] Saved forecast: USA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/USA.txt [2025-10-09T00:09:01.558185] [WARN ] [sig ] [2043/2211] Failed USA after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 32.9s [2025-10-09T00:09:01.558307] [INFO ] [sig ] [2044/2211] Forecasting USAC... [2025-10-09T00:09:01.558406] [INFO ] [sig ] Generating forecast for: USAC [2025-10-09T00:09:01.558503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USAC' from 'https://tdm.silogroup.org/data/derivative_storage/USAC.csv'. [2025-10-09T00:09:01.569401] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'USAC'. [2025-10-09T00:09:01.569894] [INFO ] [FORECASTER] Starting predict_future for USAC [2025-10-09T00:09:01.600992] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:01.602053] [DEBUG] [LOCAL ] No optimal features file found for USAC: ./output/feature-sets/USAC.txt [2025-10-09T00:09:01.602145] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:01.602236] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:01.602322] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:01.602631] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:01.624450] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:01.625549] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:01.625689] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:01.625777] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:01.670917] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:01.671125] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:01.671177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:01.671215] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:01.675255] [DEBUG] [FORECASTER] USAC: Forecast T+1@11:T+2@11: UP (p=66.51%) [2025-10-09T00:09:01.675750] [INFO ] [FORECASTER] Completed predict_future for USAC [2025-10-09T00:09:01.675957] [INFO ] [sig ] USAC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:01.852868] [INFO ] [LOCAL ] Saved forecast: USAC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/USAC.txt [2025-10-09T00:09:01.853145] [WARN ] [sig ] [2044/2211] Failed USAC after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 32.7s [2025-10-09T00:09:01.853279] [INFO ] [sig ] [2045/2211] Forecasting USB... [2025-10-09T00:09:01.853361] [INFO ] [sig ] Generating forecast for: USB [2025-10-09T00:09:01.853411] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USB' from 'https://tdm.silogroup.org/data/derivative_storage/USB.csv'. [2025-10-09T00:09:01.865061] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'USB'. [2025-10-09T00:09:01.865514] [INFO ] [FORECASTER] Starting predict_future for USB [2025-10-09T00:09:01.893848] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:01.894675] [DEBUG] [LOCAL ] No optimal features file found for USB: ./output/feature-sets/USB.txt [2025-10-09T00:09:01.894759] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:01.894836] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:01.894910] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:01.895012] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:01.912937] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:01.913574] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:01.913710] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:01.913786] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:01.961302] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:01.961452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:01.961496] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:01.961546] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:01.964955] [DEBUG] [FORECASTER] USB: Forecast T+1@11:T+2@11: DOWN (p=4.69%) [2025-10-09T00:09:01.965250] [INFO ] [FORECASTER] Completed predict_future for USB [2025-10-09T00:09:01.965400] [INFO ] [sig ] USB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:02.105222] [INFO ] [LOCAL ] Saved forecast: USB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/USB.txt [2025-10-09T00:09:02.105507] [WARN ] [sig ] [2045/2211] Failed USB after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 32.5s [2025-10-09T00:09:02.105588] [INFO ] [sig ] [2046/2211] Forecasting USFD... [2025-10-09T00:09:02.105685] [INFO ] [sig ] Generating forecast for: USFD [2025-10-09T00:09:02.105758] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USFD' from 'https://tdm.silogroup.org/data/derivative_storage/USFD.csv'. [2025-10-09T00:09:02.116436] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'USFD'. [2025-10-09T00:09:02.116838] [INFO ] [FORECASTER] Starting predict_future for USFD [2025-10-09T00:09:02.143124] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:02.143998] [DEBUG] [LOCAL ] No optimal features file found for USFD: ./output/feature-sets/USFD.txt [2025-10-09T00:09:02.144092] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:02.144183] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:02.144276] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:02.144402] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:02.162496] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:02.163189] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:02.163316] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:02.163407] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:02.214845] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:02.215064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:02.215115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:02.215152] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:02.219045] [DEBUG] [FORECASTER] USFD: Forecast T+1@11:T+2@11: UP (p=74.88%) [2025-10-09T00:09:02.219440] [INFO ] [FORECASTER] Completed predict_future for USFD [2025-10-09T00:09:02.219613] [INFO ] [sig ] USFD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:02.396063] [INFO ] [LOCAL ] Saved forecast: USFD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/USFD.txt [2025-10-09T00:09:02.396405] [WARN ] [sig ] [2046/2211] Failed USFD after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 32.3s [2025-10-09T00:09:02.396491] [INFO ] [sig ] [2047/2211] Forecasting USNA... [2025-10-09T00:09:02.396577] [INFO ] [sig ] Generating forecast for: USNA [2025-10-09T00:09:02.396691] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USNA' from 'https://tdm.silogroup.org/data/derivative_storage/USNA.csv'. [2025-10-09T00:09:02.407612] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'USNA'. [2025-10-09T00:09:02.408188] [INFO ] [FORECASTER] Starting predict_future for USNA [2025-10-09T00:09:02.436499] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:02.437401] [DEBUG] [LOCAL ] No optimal features file found for USNA: ./output/feature-sets/USNA.txt [2025-10-09T00:09:02.437492] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:02.437567] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:02.437638] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:02.437789] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:02.455369] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:02.456338] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:02.456457] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:02.456530] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:02.505955] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:02.506212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:02.506277] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:02.506320] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:02.510869] [DEBUG] [FORECASTER] USNA: Forecast T+1@11:T+2@11: DOWN (p=1.37%) [2025-10-09T00:09:02.511482] [INFO ] [FORECASTER] Completed predict_future for USNA [2025-10-09T00:09:02.511840] [INFO ] [sig ] USNA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:02.661873] [INFO ] [LOCAL ] Saved forecast: USNA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/USNA.txt [2025-10-09T00:09:02.662177] [WARN ] [sig ] [2047/2211] Failed USNA after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 32.1s [2025-10-09T00:09:02.662264] [INFO ] [sig ] [2048/2211] Forecasting USPH... [2025-10-09T00:09:02.662336] [INFO ] [sig ] Generating forecast for: USPH [2025-10-09T00:09:02.662410] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USPH' from 'https://tdm.silogroup.org/data/derivative_storage/USPH.csv'. [2025-10-09T00:09:02.675177] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'USPH'. [2025-10-09T00:09:02.675538] [INFO ] [FORECASTER] Starting predict_future for USPH [2025-10-09T00:09:02.702556] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:02.703472] [DEBUG] [LOCAL ] No optimal features file found for USPH: ./output/feature-sets/USPH.txt [2025-10-09T00:09:02.703558] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:02.703635] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:02.703738] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:02.703856] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:02.723576] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:02.724232] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:02.724343] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:02.724418] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:02.768615] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:02.768802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:02.768853] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:02.768887] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:02.772576] [DEBUG] [FORECASTER] USPH: Forecast T+1@11:T+2@11: UP (p=58.85%) [2025-10-09T00:09:02.772947] [INFO ] [FORECASTER] Completed predict_future for USPH [2025-10-09T00:09:02.773127] [INFO ] [sig ] USPH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:02.918838] [INFO ] [LOCAL ] Saved forecast: USPH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/USPH.txt [2025-10-09T00:09:02.919118] [WARN ] [sig ] [2048/2211] Failed USPH after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 31.9s [2025-10-09T00:09:02.919197] [INFO ] [sig ] [2049/2211] Forecasting UTF... [2025-10-09T00:09:02.919288] [INFO ] [sig ] Generating forecast for: UTF [2025-10-09T00:09:02.919342] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTF' from 'https://tdm.silogroup.org/data/derivative_storage/UTF.csv'. [2025-10-09T00:09:02.930142] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UTF'. [2025-10-09T00:09:02.930465] [INFO ] [FORECASTER] Starting predict_future for UTF [2025-10-09T00:09:02.956637] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:02.957525] [DEBUG] [LOCAL ] No optimal features file found for UTF: ./output/feature-sets/UTF.txt [2025-10-09T00:09:02.957610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:02.957714] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:02.957788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:02.957891] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:02.976038] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:02.976717] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:02.976854] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:02.976929] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:03.024411] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:03.024521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:03.024562] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:03.024596] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:03.027844] [DEBUG] [FORECASTER] UTF: Forecast T+1@11:T+2@11: UP (p=65.09%) [2025-10-09T00:09:03.028126] [INFO ] [FORECASTER] Completed predict_future for UTF [2025-10-09T00:09:03.028274] [INFO ] [sig ] UTF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:03.169943] [INFO ] [LOCAL ] Saved forecast: UTF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UTF.txt [2025-10-09T00:09:03.170211] [WARN ] [sig ] [2049/2211] Failed UTF after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 31.7s [2025-10-09T00:09:03.170294] [INFO ] [sig ] [2050/2211] Forecasting UTI... [2025-10-09T00:09:03.170369] [INFO ] [sig ] Generating forecast for: UTI [2025-10-09T00:09:03.170445] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTI' from 'https://tdm.silogroup.org/data/derivative_storage/UTI.csv'. [2025-10-09T00:09:03.181349] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UTI'. [2025-10-09T00:09:03.181683] [INFO ] [FORECASTER] Starting predict_future for UTI [2025-10-09T00:09:03.206859] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:03.207611] [DEBUG] [LOCAL ] No optimal features file found for UTI: ./output/feature-sets/UTI.txt [2025-10-09T00:09:03.207709] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:03.207780] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:03.207848] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:03.207945] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:03.226041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:03.226631] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:03.226759] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:03.226829] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:03.271323] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:03.271432] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:03.271472] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:03.271505] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:03.274703] [DEBUG] [FORECASTER] UTI: Forecast T+1@11:T+2@11: UP (p=88.35%) [2025-10-09T00:09:03.275069] [INFO ] [FORECASTER] Completed predict_future for UTI [2025-10-09T00:09:03.275232] [INFO ] [sig ] UTI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:03.419012] [INFO ] [LOCAL ] Saved forecast: UTI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UTI.txt [2025-10-09T00:09:03.419363] [WARN ] [sig ] [2050/2211] Failed UTI after 0.2s | 5.11 sym/s | Total: 6.7m | ETA: 31.5s [2025-10-09T00:09:03.419454] [INFO ] [sig ] [2051/2211] Forecasting UTL... [2025-10-09T00:09:03.419525] [INFO ] [sig ] Generating forecast for: UTL [2025-10-09T00:09:03.419597] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTL' from 'https://tdm.silogroup.org/data/derivative_storage/UTL.csv'. [2025-10-09T00:09:03.433569] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UTL'. [2025-10-09T00:09:03.434076] [INFO ] [FORECASTER] Starting predict_future for UTL [2025-10-09T00:09:03.461476] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:03.462355] [DEBUG] [LOCAL ] No optimal features file found for UTL: ./output/feature-sets/UTL.txt [2025-10-09T00:09:03.462436] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:03.462509] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:03.462578] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:03.462700] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:03.480372] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:03.481291] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:03.481404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:03.481472] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:03.531020] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:03.531225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:03.531275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:03.531310] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:03.535197] [DEBUG] [FORECASTER] UTL: Forecast T+1@11:T+2@11: DOWN (p=8.86%) [2025-10-09T00:09:03.535560] [INFO ] [FORECASTER] Completed predict_future for UTL [2025-10-09T00:09:03.535748] [INFO ] [sig ] UTL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:03.682578] [INFO ] [LOCAL ] Saved forecast: UTL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UTL.txt [2025-10-09T00:09:03.682875] [WARN ] [sig ] [2051/2211] Failed UTL after 0.3s | 5.10 sym/s | Total: 6.7m | ETA: 31.3s [2025-10-09T00:09:03.682956] [INFO ] [sig ] [2052/2211] Forecasting UTZ... [2025-10-09T00:09:03.683027] [INFO ] [sig ] Generating forecast for: UTZ [2025-10-09T00:09:03.683101] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTZ' from 'https://tdm.silogroup.org/data/derivative_storage/UTZ.csv'. [2025-10-09T00:09:03.694086] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UTZ'. [2025-10-09T00:09:03.694491] [INFO ] [FORECASTER] Starting predict_future for UTZ [2025-10-09T00:09:03.720983] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:03.721981] [DEBUG] [LOCAL ] No optimal features file found for UTZ: ./output/feature-sets/UTZ.txt [2025-10-09T00:09:03.722062] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:03.722136] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:03.722206] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:03.722307] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:03.740425] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:03.741205] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:03.741319] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:03.741392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:03.787816] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:03.788040] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:03.788091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:03.788146] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:03.792057] [DEBUG] [FORECASTER] UTZ: Forecast T+1@11:T+2@11: UP (p=63.19%) [2025-10-09T00:09:03.792426] [INFO ] [FORECASTER] Completed predict_future for UTZ [2025-10-09T00:09:03.792605] [INFO ] [sig ] UTZ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:03.939275] [INFO ] [LOCAL ] Saved forecast: UTZ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UTZ.txt [2025-10-09T00:09:03.939581] [WARN ] [sig ] [2052/2211] Failed UTZ after 0.3s | 5.10 sym/s | Total: 6.7m | ETA: 31.2s [2025-10-09T00:09:03.939700] [INFO ] [sig ] [2053/2211] Forecasting UVE... [2025-10-09T00:09:03.939776] [INFO ] [sig ] Generating forecast for: UVE [2025-10-09T00:09:03.939849] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UVE' from 'https://tdm.silogroup.org/data/derivative_storage/UVE.csv'. [2025-10-09T00:09:03.944771] [WARN ] [REMOTE ] Historical data not found for symbol 'UVE' (404). [2025-10-09T00:09:03.944983] [FATAL] [sig ] UVE: No historical data fetched. [2025-10-09T00:09:03.945076] [WARN ] [sig ] [2053/2211] Failed UVE after 0.0s | 5.11 sym/s | Total: 6.7m | ETA: 30.9s [2025-10-09T00:09:03.945147] [INFO ] [sig ] [2054/2211] Forecasting UVV... [2025-10-09T00:09:03.945215] [INFO ] [sig ] Generating forecast for: UVV [2025-10-09T00:09:03.945286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UVV' from 'https://tdm.silogroup.org/data/derivative_storage/UVV.csv'. [2025-10-09T00:09:03.956434] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UVV'. [2025-10-09T00:09:03.956810] [INFO ] [FORECASTER] Starting predict_future for UVV [2025-10-09T00:09:03.984906] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:03.985898] [DEBUG] [LOCAL ] No optimal features file found for UVV: ./output/feature-sets/UVV.txt [2025-10-09T00:09:03.985976] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:03.986048] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:03.986116] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:03.986214] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:04.004016] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:04.004777] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:04.004887] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:04.004956] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:04.040712] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:04.040875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:04.040920] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:04.040954] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:04.044430] [DEBUG] [FORECASTER] UVV: Forecast T+1@11:T+2@11: UP (p=91.74%) [2025-10-09T00:09:04.044785] [INFO ] [FORECASTER] Completed predict_future for UVV [2025-10-09T00:09:04.044951] [INFO ] [sig ] UVV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:04.228430] [INFO ] [LOCAL ] Saved forecast: UVV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UVV.txt [2025-10-09T00:09:04.228796] [WARN ] [sig ] [2054/2211] Failed UVV after 0.3s | 5.11 sym/s | Total: 6.7m | ETA: 30.8s [2025-10-09T00:09:04.228882] [INFO ] [sig ] [2055/2211] Forecasting UWMC... [2025-10-09T00:09:04.228954] [INFO ] [sig ] Generating forecast for: UWMC [2025-10-09T00:09:04.229028] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UWMC' from 'https://tdm.silogroup.org/data/derivative_storage/UWMC.csv'. [2025-10-09T00:09:04.241478] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UWMC'. [2025-10-09T00:09:04.242035] [INFO ] [FORECASTER] Starting predict_future for UWMC [2025-10-09T00:09:04.276579] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:04.277700] [DEBUG] [LOCAL ] No optimal features file found for UWMC: ./output/feature-sets/UWMC.txt [2025-10-09T00:09:04.277783] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:04.277868] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:04.277955] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:04.278057] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:04.301113] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:04.302317] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:04.302431] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:04.302503] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:04.342410] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:04.342570] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:04.342615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:04.342678] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:04.346516] [DEBUG] [FORECASTER] UWMC: Forecast T+1@11:T+2@11: UP (p=99.56%) [2025-10-09T00:09:04.346859] [INFO ] [FORECASTER] Completed predict_future for UWMC [2025-10-09T00:09:04.347022] [INFO ] [sig ] UWMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:04.518429] [INFO ] [LOCAL ] Saved forecast: UWMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UWMC.txt [2025-10-09T00:09:04.518783] [WARN ] [sig ] [2055/2211] Failed UWMC after 0.3s | 5.10 sym/s | Total: 6.7m | ETA: 30.6s [2025-10-09T00:09:04.518888] [INFO ] [sig ] [2056/2211] Forecasting UZD... [2025-10-09T00:09:04.518984] [INFO ] [sig ] Generating forecast for: UZD [2025-10-09T00:09:04.519081] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UZD' from 'https://tdm.silogroup.org/data/derivative_storage/UZD.csv'. [2025-10-09T00:09:04.529348] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UZD'. [2025-10-09T00:09:04.529772] [INFO ] [FORECASTER] Starting predict_future for UZD [2025-10-09T00:09:04.560165] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:04.561202] [DEBUG] [LOCAL ] No optimal features file found for UZD: ./output/feature-sets/UZD.txt [2025-10-09T00:09:04.561285] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:04.561375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:04.561474] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:04.561619] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:04.582540] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:04.583283] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:04.583392] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:04.583482] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:04.622552] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:04.622744] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:04.622808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:04.622843] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:04.626929] [DEBUG] [FORECASTER] UZD: Forecast T+1@11:T+2@11: UP (p=93.47%) [2025-10-09T00:09:04.627236] [INFO ] [FORECASTER] Completed predict_future for UZD [2025-10-09T00:09:04.627389] [INFO ] [sig ] UZD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:04.804929] [INFO ] [LOCAL ] Saved forecast: UZD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UZD.txt [2025-10-09T00:09:04.805316] [WARN ] [sig ] [2056/2211] Failed UZD after 0.3s | 5.10 sym/s | Total: 6.7m | ETA: 30.4s [2025-10-09T00:09:04.805405] [INFO ] [sig ] [2057/2211] Forecasting UZE... [2025-10-09T00:09:04.805491] [INFO ] [sig ] Generating forecast for: UZE [2025-10-09T00:09:04.805579] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UZE' from 'https://tdm.silogroup.org/data/derivative_storage/UZE.csv'. [2025-10-09T00:09:04.817019] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UZE'. [2025-10-09T00:09:04.817507] [INFO ] [FORECASTER] Starting predict_future for UZE [2025-10-09T00:09:04.848237] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:04.849155] [DEBUG] [LOCAL ] No optimal features file found for UZE: ./output/feature-sets/UZE.txt [2025-10-09T00:09:04.849237] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:04.849340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:04.849426] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:04.849554] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:04.870461] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:04.871240] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:04.871354] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:04.871431] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:04.914627] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:04.914828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:04.914885] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:04.914922] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:04.918591] [DEBUG] [FORECASTER] UZE: Forecast T+1@11:T+2@11: UP (p=82.43%) [2025-10-09T00:09:04.918983] [INFO ] [FORECASTER] Completed predict_future for UZE [2025-10-09T00:09:04.919191] [INFO ] [sig ] UZE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:05.082168] [INFO ] [LOCAL ] Saved forecast: UZE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/UZE.txt [2025-10-09T00:09:05.082443] [WARN ] [sig ] [2057/2211] Failed UZE after 0.3s | 5.10 sym/s | Total: 6.7m | ETA: 30.2s [2025-10-09T00:09:05.082521] [INFO ] [sig ] [2058/2211] Forecasting UZF... [2025-10-09T00:09:05.082591] [INFO ] [sig ] Generating forecast for: UZF [2025-10-09T00:09:05.082685] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UZF' from 'https://tdm.silogroup.org/data/derivative_storage/UZF.csv'. [2025-10-09T00:09:05.093434] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'UZF'. [2025-10-09T00:09:05.093762] [INFO ] [FORECASTER] Starting predict_future for UZF [2025-10-09T00:09:05.119147] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:05.119976] [DEBUG] [LOCAL ] No optimal features file found for UZF: ./output/feature-sets/UZF.txt [2025-10-09T00:09:05.120052] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:05.120124] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:05.120193] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:05.120305] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:05.137696] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:05.138297] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:05.138463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:05.138550] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:05.174099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:05.174212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:05.174253] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:05.174305] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:05.177536] [DEBUG] [FORECASTER] UZF: Forecast T+1@11:T+2@11: DOWN (p=7.76%) [2025-10-09T00:09:05.177848] [INFO ] [FORECASTER] Completed predict_future for UZF [2025-10-09T00:09:05.178004] [INFO ] [sig ] UZF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:05.317300] [INFO ] [LOCAL ] Saved forecast: UZF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/UZF.txt [2025-10-09T00:09:05.317541] [WARN ] [sig ] [2058/2211] Failed UZF after 0.2s | 5.10 sym/s | Total: 6.7m | ETA: 30.0s [2025-10-09T00:09:05.317639] [INFO ] [sig ] [2059/2211] Forecasting V... [2025-10-09T00:09:05.317744] [INFO ] [sig ] Generating forecast for: V [2025-10-09T00:09:05.317829] [DEBUG] [REMOTE ] Fetching historical data for symbol 'V' from 'https://tdm.silogroup.org/data/derivative_storage/V.csv'. [2025-10-09T00:09:05.328314] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'V'. [2025-10-09T00:09:05.328632] [INFO ] [FORECASTER] Starting predict_future for V [2025-10-09T00:09:05.353832] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:05.354572] [DEBUG] [LOCAL ] No optimal features file found for V: ./output/feature-sets/V.txt [2025-10-09T00:09:05.354674] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:05.354759] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:05.354842] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:05.354965] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:05.373029] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:05.373716] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:05.373820] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:05.373911] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:05.411275] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:05.411390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:05.411431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:05.411465] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:05.414715] [DEBUG] [FORECASTER] V: Forecast T+1@11:T+2@11: DOWN (p=46.91%) [2025-10-09T00:09:05.414994] [INFO ] [FORECASTER] Completed predict_future for V [2025-10-09T00:09:05.415132] [INFO ] [sig ] V: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:05.556048] [INFO ] [LOCAL ] Saved forecast: V 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/V.txt [2025-10-09T00:09:05.556307] [WARN ] [sig ] [2059/2211] Failed V after 0.2s | 5.10 sym/s | Total: 6.7m | ETA: 29.8s [2025-10-09T00:09:05.556389] [INFO ] [sig ] [2060/2211] Forecasting VAC... [2025-10-09T00:09:05.556484] [INFO ] [sig ] Generating forecast for: VAC [2025-10-09T00:09:05.556557] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VAC' from 'https://tdm.silogroup.org/data/derivative_storage/VAC.csv'. [2025-10-09T00:09:05.566980] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VAC'. [2025-10-09T00:09:05.567332] [INFO ] [FORECASTER] Starting predict_future for VAC [2025-10-09T00:09:05.592614] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:05.593441] [DEBUG] [LOCAL ] No optimal features file found for VAC: ./output/feature-sets/VAC.txt [2025-10-09T00:09:05.593520] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:05.593592] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:05.593758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:05.593862] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:05.611810] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:05.612414] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:05.612518] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:05.612587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:05.650071] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:05.650175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:05.650215] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:05.650247] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:05.653349] [DEBUG] [FORECASTER] VAC: Forecast T+1@11:T+2@11: DOWN (p=18.43%) [2025-10-09T00:09:05.653618] [INFO ] [FORECASTER] Completed predict_future for VAC [2025-10-09T00:09:05.653796] [INFO ] [sig ] VAC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:05.798946] [INFO ] [LOCAL ] Saved forecast: VAC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VAC.txt [2025-10-09T00:09:05.799281] [WARN ] [sig ] [2060/2211] Failed VAC after 0.2s | 5.10 sym/s | Total: 6.7m | ETA: 29.6s [2025-10-09T00:09:05.799365] [INFO ] [sig ] [2061/2211] Forecasting VAL... [2025-10-09T00:09:05.799435] [INFO ] [sig ] Generating forecast for: VAL [2025-10-09T00:09:05.799505] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VAL' from 'https://tdm.silogroup.org/data/derivative_storage/VAL.csv'. [2025-10-09T00:09:05.810251] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VAL'. [2025-10-09T00:09:05.810569] [INFO ] [FORECASTER] Starting predict_future for VAL [2025-10-09T00:09:05.836153] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:05.836922] [DEBUG] [LOCAL ] No optimal features file found for VAL: ./output/feature-sets/VAL.txt [2025-10-09T00:09:05.836999] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:05.837070] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:05.837137] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:05.837234] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:05.855262] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:05.855923] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:05.856025] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:05.856093] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:05.893185] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:05.893300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:05.893342] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:05.893375] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:05.896570] [DEBUG] [FORECASTER] VAL: Forecast T+1@11:T+2@11: UP (p=58.39%) [2025-10-09T00:09:05.896874] [INFO ] [FORECASTER] Completed predict_future for VAL [2025-10-09T00:09:05.897028] [INFO ] [sig ] VAL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:06.037993] [INFO ] [LOCAL ] Saved forecast: VAL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VAL.txt [2025-10-09T00:09:06.038239] [WARN ] [sig ] [2061/2211] Failed VAL after 0.2s | 5.10 sym/s | Total: 6.7m | ETA: 29.4s [2025-10-09T00:09:06.038316] [INFO ] [sig ] [2062/2211] Forecasting VALE... [2025-10-09T00:09:06.038391] [INFO ] [sig ] Generating forecast for: VALE [2025-10-09T00:09:06.038463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VALE' from 'https://tdm.silogroup.org/data/derivative_storage/VALE.csv'. [2025-10-09T00:09:06.048944] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VALE'. [2025-10-09T00:09:06.049246] [INFO ] [FORECASTER] Starting predict_future for VALE [2025-10-09T00:09:06.074474] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:06.075222] [DEBUG] [LOCAL ] No optimal features file found for VALE: ./output/feature-sets/VALE.txt [2025-10-09T00:09:06.075300] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:06.075369] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:06.075437] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:06.075533] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:06.093220] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:06.093848] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:06.093949] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:06.094018] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:06.131625] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:06.131749] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:06.131795] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:06.131827] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:06.134956] [DEBUG] [FORECASTER] VALE: Forecast T+1@11:T+2@11: DOWN (p=9.69%) [2025-10-09T00:09:06.135227] [INFO ] [FORECASTER] Completed predict_future for VALE [2025-10-09T00:09:06.135366] [INFO ] [sig ] VALE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:06.278340] [INFO ] [LOCAL ] Saved forecast: VALE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VALE.txt [2025-10-09T00:09:06.278605] [WARN ] [sig ] [2062/2211] Failed VALE after 0.2s | 5.10 sym/s | Total: 6.7m | ETA: 29.2s [2025-10-09T00:09:06.278698] [INFO ] [sig ] [2063/2211] Forecasting VATE... [2025-10-09T00:09:06.278751] [INFO ] [sig ] Generating forecast for: VATE [2025-10-09T00:09:06.278816] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VATE' from 'https://tdm.silogroup.org/data/derivative_storage/VATE.csv'. [2025-10-09T00:09:06.289522] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VATE'. [2025-10-09T00:09:06.289871] [INFO ] [FORECASTER] Starting predict_future for VATE [2025-10-09T00:09:06.315214] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:06.316041] [DEBUG] [LOCAL ] No optimal features file found for VATE: ./output/feature-sets/VATE.txt [2025-10-09T00:09:06.316118] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:06.316189] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:06.316257] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:06.316383] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:06.334499] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:06.335189] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:06.335296] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:06.335381] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:06.371200] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:06.371316] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:06.371362] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:06.371397] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:06.374783] [DEBUG] [FORECASTER] VATE: Forecast T+1@11:T+2@11: UP (p=98.62%) [2025-10-09T00:09:06.375063] [INFO ] [FORECASTER] Completed predict_future for VATE [2025-10-09T00:09:06.375228] [INFO ] [sig ] VATE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:06.522477] [INFO ] [LOCAL ] Saved forecast: VATE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VATE.txt [2025-10-09T00:09:06.522770] [WARN ] [sig ] [2063/2211] Failed VATE after 0.2s | 5.10 sym/s | Total: 6.7m | ETA: 29.0s [2025-10-09T00:09:06.522874] [INFO ] [sig ] [2064/2211] Forecasting VBF... [2025-10-09T00:09:06.522968] [INFO ] [sig ] Generating forecast for: VBF [2025-10-09T00:09:06.523051] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VBF' from 'https://tdm.silogroup.org/data/derivative_storage/VBF.csv'. [2025-10-09T00:09:06.534797] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VBF'. [2025-10-09T00:09:06.535145] [INFO ] [FORECASTER] Starting predict_future for VBF [2025-10-09T00:09:06.561413] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:06.562187] [DEBUG] [LOCAL ] No optimal features file found for VBF: ./output/feature-sets/VBF.txt [2025-10-09T00:09:06.562265] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:06.562338] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:06.562408] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:06.562506] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:06.580297] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:06.580934] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:06.581035] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:06.581105] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:06.617779] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:06.617903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:06.617945] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:06.617978] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:06.621182] [DEBUG] [FORECASTER] VBF: Forecast T+1@11:T+2@11: DOWN (p=32.96%) [2025-10-09T00:09:06.621462] [INFO ] [FORECASTER] Completed predict_future for VBF [2025-10-09T00:09:06.621595] [INFO ] [sig ] VBF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:06.765968] [INFO ] [LOCAL ] Saved forecast: VBF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VBF.txt [2025-10-09T00:09:06.766256] [WARN ] [sig ] [2064/2211] Failed VBF after 0.2s | 5.10 sym/s | Total: 6.7m | ETA: 28.8s [2025-10-09T00:09:06.766338] [INFO ] [sig ] [2065/2211] Forecasting VCV... [2025-10-09T00:09:06.766406] [INFO ] [sig ] Generating forecast for: VCV [2025-10-09T00:09:06.766475] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VCV' from 'https://tdm.silogroup.org/data/derivative_storage/VCV.csv'. [2025-10-09T00:09:06.777516] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VCV'. [2025-10-09T00:09:06.777854] [INFO ] [FORECASTER] Starting predict_future for VCV [2025-10-09T00:09:06.803727] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:06.804523] [DEBUG] [LOCAL ] No optimal features file found for VCV: ./output/feature-sets/VCV.txt [2025-10-09T00:09:06.804603] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:06.804715] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:06.804786] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:06.804891] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:06.822813] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:06.823380] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:06.823483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:06.823553] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:06.863184] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:06.863294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:06.863336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:06.863387] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:06.866627] [DEBUG] [FORECASTER] VCV: Forecast T+1@11:T+2@11: DOWN (p=9.47%) [2025-10-09T00:09:06.866936] [INFO ] [FORECASTER] Completed predict_future for VCV [2025-10-09T00:09:06.867080] [INFO ] [sig ] VCV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:07.009405] [INFO ] [LOCAL ] Saved forecast: VCV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VCV.txt [2025-10-09T00:09:07.009767] [WARN ] [sig ] [2065/2211] Failed VCV after 0.2s | 5.10 sym/s | Total: 6.8m | ETA: 28.6s [2025-10-09T00:09:07.009849] [INFO ] [sig ] [2066/2211] Forecasting VEEV... [2025-10-09T00:09:07.009926] [INFO ] [sig ] Generating forecast for: VEEV [2025-10-09T00:09:07.010013] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VEEV' from 'https://tdm.silogroup.org/data/derivative_storage/VEEV.csv'. [2025-10-09T00:09:07.019775] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VEEV'. [2025-10-09T00:09:07.020073] [INFO ] [FORECASTER] Starting predict_future for VEEV [2025-10-09T00:09:07.046053] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:07.046875] [DEBUG] [LOCAL ] No optimal features file found for VEEV: ./output/feature-sets/VEEV.txt [2025-10-09T00:09:07.046955] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:07.047028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:07.047097] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:07.047216] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:07.064874] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:07.065459] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:07.065565] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:07.065637] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:07.105227] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:07.105344] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:07.105387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:07.105420] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:07.108827] [DEBUG] [FORECASTER] VEEV: Forecast T+1@11:T+2@11: UP (p=75.06%) [2025-10-09T00:09:07.109124] [INFO ] [FORECASTER] Completed predict_future for VEEV [2025-10-09T00:09:07.109292] [INFO ] [sig ] VEEV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:07.252564] [INFO ] [LOCAL ] Saved forecast: VEEV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VEEV.txt [2025-10-09T00:09:07.252840] [WARN ] [sig ] [2066/2211] Failed VEEV after 0.2s | 5.10 sym/s | Total: 6.8m | ETA: 28.5s [2025-10-09T00:09:07.252919] [INFO ] [sig ] [2067/2211] Forecasting VEL... [2025-10-09T00:09:07.252989] [INFO ] [sig ] Generating forecast for: VEL [2025-10-09T00:09:07.253060] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VEL' from 'https://tdm.silogroup.org/data/derivative_storage/VEL.csv'. [2025-10-09T00:09:07.264900] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VEL'. [2025-10-09T00:09:07.265202] [INFO ] [FORECASTER] Starting predict_future for VEL [2025-10-09T00:09:07.295078] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:07.295912] [DEBUG] [LOCAL ] No optimal features file found for VEL: ./output/feature-sets/VEL.txt [2025-10-09T00:09:07.295991] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:07.296063] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:07.296131] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:07.296228] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:07.314568] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:07.315203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:07.315307] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:07.315376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:07.358807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:07.358938] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:07.358980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:07.359013] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:07.362470] [DEBUG] [FORECASTER] VEL: Forecast T+1@11:T+2@11: UP (p=93.73%) [2025-10-09T00:09:07.362825] [INFO ] [FORECASTER] Completed predict_future for VEL [2025-10-09T00:09:07.362990] [INFO ] [sig ] VEL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:07.504848] [INFO ] [LOCAL ] Saved forecast: VEL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VEL.txt [2025-10-09T00:09:07.505094] [WARN ] [sig ] [2067/2211] Failed VEL after 0.3s | 5.10 sym/s | Total: 6.8m | ETA: 28.3s [2025-10-09T00:09:07.505155] [INFO ] [sig ] [2068/2211] Forecasting VET... [2025-10-09T00:09:07.505297] [INFO ] [sig ] Generating forecast for: VET [2025-10-09T00:09:07.505367] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VET' from 'https://tdm.silogroup.org/data/derivative_storage/VET.csv'. [2025-10-09T00:09:07.516722] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VET'. [2025-10-09T00:09:07.517040] [INFO ] [FORECASTER] Starting predict_future for VET [2025-10-09T00:09:07.543169] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:07.544004] [DEBUG] [LOCAL ] No optimal features file found for VET: ./output/feature-sets/VET.txt [2025-10-09T00:09:07.544084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:07.544154] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:07.544222] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:07.544318] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:07.562205] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:07.562844] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:07.562947] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:07.563016] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:07.607530] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:07.607665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:07.607735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:07.607773] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:07.611131] [DEBUG] [FORECASTER] VET: Forecast T+1@11:T+2@11: DOWN (p=4.50%) [2025-10-09T00:09:07.611411] [INFO ] [FORECASTER] Completed predict_future for VET [2025-10-09T00:09:07.611567] [INFO ] [sig ] VET: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:07.754680] [INFO ] [LOCAL ] Saved forecast: VET 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VET.txt [2025-10-09T00:09:07.754950] [WARN ] [sig ] [2068/2211] Failed VET after 0.2s | 5.10 sym/s | Total: 6.8m | ETA: 28.1s [2025-10-09T00:09:07.755032] [INFO ] [sig ] [2069/2211] Forecasting VFC... [2025-10-09T00:09:07.755110] [INFO ] [sig ] Generating forecast for: VFC [2025-10-09T00:09:07.755196] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VFC' from 'https://tdm.silogroup.org/data/derivative_storage/VFC.csv'. [2025-10-09T00:09:07.765511] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VFC'. [2025-10-09T00:09:07.765889] [INFO ] [FORECASTER] Starting predict_future for VFC [2025-10-09T00:09:07.791638] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:07.792423] [DEBUG] [LOCAL ] No optimal features file found for VFC: ./output/feature-sets/VFC.txt [2025-10-09T00:09:07.792504] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:07.792579] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:07.792677] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:07.792781] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:07.811354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:07.812068] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:07.812178] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:07.812250] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:07.850453] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:07.850558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:07.850600] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:07.850633] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:07.853936] [DEBUG] [FORECASTER] VFC: Forecast T+1@11:T+2@11: UP (p=51.55%) [2025-10-09T00:09:07.854219] [INFO ] [FORECASTER] Completed predict_future for VFC [2025-10-09T00:09:07.854361] [INFO ] [sig ] VFC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:07.998956] [INFO ] [LOCAL ] Saved forecast: VFC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VFC.txt [2025-10-09T00:09:07.999206] [WARN ] [sig ] [2069/2211] Failed VFC after 0.2s | 5.09 sym/s | Total: 6.8m | ETA: 27.9s [2025-10-09T00:09:07.999307] [INFO ] [sig ] [2070/2211] Forecasting VGI... [2025-10-09T00:09:07.999450] [INFO ] [sig ] Generating forecast for: VGI [2025-10-09T00:09:07.999523] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VGI' from 'https://tdm.silogroup.org/data/derivative_storage/VGI.csv'. [2025-10-09T00:09:08.009722] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VGI'. [2025-10-09T00:09:08.010130] [INFO ] [FORECASTER] Starting predict_future for VGI [2025-10-09T00:09:08.042138] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:08.043051] [DEBUG] [LOCAL ] No optimal features file found for VGI: ./output/feature-sets/VGI.txt [2025-10-09T00:09:08.043135] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:08.043222] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:08.043305] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:08.043453] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:08.062335] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:08.063101] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:08.063209] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:08.063299] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:08.098300] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:08.098396] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:08.098436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:08.098469] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:08.101853] [DEBUG] [FORECASTER] VGI: Forecast T+1@11:T+2@11: UP (p=95.48%) [2025-10-09T00:09:08.102132] [INFO ] [FORECASTER] Completed predict_future for VGI [2025-10-09T00:09:08.102271] [INFO ] [sig ] VGI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:08.247921] [INFO ] [LOCAL ] Saved forecast: VGI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VGI.txt [2025-10-09T00:09:08.248216] [WARN ] [sig ] [2070/2211] Failed VGI after 0.2s | 5.09 sym/s | Total: 6.8m | ETA: 27.7s [2025-10-09T00:09:08.248320] [INFO ] [sig ] [2071/2211] Forecasting VGM... [2025-10-09T00:09:08.248394] [INFO ] [sig ] Generating forecast for: VGM [2025-10-09T00:09:08.248466] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VGM' from 'https://tdm.silogroup.org/data/derivative_storage/VGM.csv'. [2025-10-09T00:09:08.261744] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VGM'. [2025-10-09T00:09:08.262184] [INFO ] [FORECASTER] Starting predict_future for VGM [2025-10-09T00:09:08.288583] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:08.289565] [DEBUG] [LOCAL ] No optimal features file found for VGM: ./output/feature-sets/VGM.txt [2025-10-09T00:09:08.289669] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:08.289755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:08.289838] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:08.289953] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:08.308201] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:08.309154] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:08.309300] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:08.309402] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:08.348123] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:08.348337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:08.348385] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:08.348421] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:08.352070] [DEBUG] [FORECASTER] VGM: Forecast T+1@11:T+2@11: UP (p=94.69%) [2025-10-09T00:09:08.352362] [INFO ] [FORECASTER] Completed predict_future for VGM [2025-10-09T00:09:08.352512] [INFO ] [sig ] VGM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:08.495834] [INFO ] [LOCAL ] Saved forecast: VGM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VGM.txt [2025-10-09T00:09:08.496086] [WARN ] [sig ] [2071/2211] Failed VGM after 0.2s | 5.09 sym/s | Total: 6.8m | ETA: 27.5s [2025-10-09T00:09:08.496165] [INFO ] [sig ] [2072/2211] Forecasting VHI... [2025-10-09T00:09:08.496255] [INFO ] [sig ] Generating forecast for: VHI [2025-10-09T00:09:08.496330] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VHI' from 'https://tdm.silogroup.org/data/derivative_storage/VHI.csv'. [2025-10-09T00:09:08.510813] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VHI'. [2025-10-09T00:09:08.511305] [INFO ] [FORECASTER] Starting predict_future for VHI [2025-10-09T00:09:08.537887] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:08.538815] [DEBUG] [LOCAL ] No optimal features file found for VHI: ./output/feature-sets/VHI.txt [2025-10-09T00:09:08.538897] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:08.538969] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:08.539040] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:08.539157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:08.557387] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:08.558232] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:08.558352] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:08.558427] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:08.593492] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:08.593837] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:08.593914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:08.593953] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:08.597892] [DEBUG] [FORECASTER] VHI: Forecast T+1@11:T+2@11: UP (p=92.02%) [2025-10-09T00:09:08.598200] [INFO ] [FORECASTER] Completed predict_future for VHI [2025-10-09T00:09:08.598353] [INFO ] [sig ] VHI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:08.768167] [INFO ] [LOCAL ] Saved forecast: VHI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VHI.txt [2025-10-09T00:09:08.768479] [WARN ] [sig ] [2072/2211] Failed VHI after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 27.3s [2025-10-09T00:09:08.768569] [INFO ] [sig ] [2073/2211] Forecasting VICI... [2025-10-09T00:09:08.768696] [INFO ] [sig ] Generating forecast for: VICI [2025-10-09T00:09:08.768793] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VICI' from 'https://tdm.silogroup.org/data/derivative_storage/VICI.csv'. [2025-10-09T00:09:08.782236] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VICI'. [2025-10-09T00:09:08.782577] [INFO ] [FORECASTER] Starting predict_future for VICI [2025-10-09T00:09:08.812506] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:08.813389] [DEBUG] [LOCAL ] No optimal features file found for VICI: ./output/feature-sets/VICI.txt [2025-10-09T00:09:08.813468] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:08.813562] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:08.813665] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:08.813771] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:08.835776] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:08.836533] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:08.836684] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:08.836765] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:08.879411] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:08.879529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:08.879589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:08.879676] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:08.883715] [DEBUG] [FORECASTER] VICI: Forecast T+1@11:T+2@11: UP (p=98.13%) [2025-10-09T00:09:08.884007] [INFO ] [FORECASTER] Completed predict_future for VICI [2025-10-09T00:09:08.884155] [INFO ] [sig ] VICI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:09.073283] [INFO ] [LOCAL ] Saved forecast: VICI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VICI.txt [2025-10-09T00:09:09.073670] [WARN ] [sig ] [2073/2211] Failed VICI after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 27.1s [2025-10-09T00:09:09.073751] [INFO ] [sig ] [2074/2211] Forecasting VIK... [2025-10-09T00:09:09.073821] [INFO ] [sig ] Generating forecast for: VIK [2025-10-09T00:09:09.073892] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIK' from 'https://tdm.silogroup.org/data/derivative_storage/VIK.csv'. [2025-10-09T00:09:09.095058] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VIK'. [2025-10-09T00:09:09.096190] [INFO ] [FORECASTER] Starting predict_future for VIK [2025-10-09T00:09:09.123123] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:09.124074] [DEBUG] [LOCAL ] No optimal features file found for VIK: ./output/feature-sets/VIK.txt [2025-10-09T00:09:09.124154] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:09.124227] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:09.124294] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:09.124392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:09.142853] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:09.143888] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:09.144015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:09.144089] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:09.184868] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:09.185090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:09.185142] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:09.185177] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:09.189102] [DEBUG] [FORECASTER] VIK: Forecast T+1@11:T+2@11: UP (p=93.88%) [2025-10-09T00:09:09.189466] [INFO ] [FORECASTER] Completed predict_future for VIK [2025-10-09T00:09:09.189629] [INFO ] [sig ] VIK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:09.348885] [INFO ] [LOCAL ] Saved forecast: VIK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VIK.txt [2025-10-09T00:09:09.349214] [WARN ] [sig ] [2074/2211] Failed VIK after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 26.9s [2025-10-09T00:09:09.349321] [INFO ] [sig ] [2075/2211] Forecasting VIPS... [2025-10-09T00:09:09.349394] [INFO ] [sig ] Generating forecast for: VIPS [2025-10-09T00:09:09.349470] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIPS' from 'https://tdm.silogroup.org/data/derivative_storage/VIPS.csv'. [2025-10-09T00:09:09.362117] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VIPS'. [2025-10-09T00:09:09.362588] [INFO ] [FORECASTER] Starting predict_future for VIPS [2025-10-09T00:09:09.388128] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:09.388923] [DEBUG] [LOCAL ] No optimal features file found for VIPS: ./output/feature-sets/VIPS.txt [2025-10-09T00:09:09.389003] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:09.389073] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:09.389139] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:09.389234] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:09.407706] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:09.408846] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:09.408963] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:09.409035] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:09.448459] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:09.448721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:09.448793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:09.448831] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:09.452816] [DEBUG] [FORECASTER] VIPS: Forecast T+1@11:T+2@11: UP (p=95.16%) [2025-10-09T00:09:09.453134] [INFO ] [FORECASTER] Completed predict_future for VIPS [2025-10-09T00:09:09.453289] [INFO ] [sig ] VIPS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:09.603716] [INFO ] [LOCAL ] Saved forecast: VIPS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VIPS.txt [2025-10-09T00:09:09.603978] [WARN ] [sig ] [2075/2211] Failed VIPS after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 26.7s [2025-10-09T00:09:09.604055] [INFO ] [sig ] [2076/2211] Forecasting VIRT... [2025-10-09T00:09:09.604126] [INFO ] [sig ] Generating forecast for: VIRT [2025-10-09T00:09:09.604177] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIRT' from 'https://tdm.silogroup.org/data/derivative_storage/VIRT.csv'. [2025-10-09T00:09:09.615324] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VIRT'. [2025-10-09T00:09:09.615632] [INFO ] [FORECASTER] Starting predict_future for VIRT [2025-10-09T00:09:09.641843] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:09.642680] [DEBUG] [LOCAL ] No optimal features file found for VIRT: ./output/feature-sets/VIRT.txt [2025-10-09T00:09:09.642760] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:09.642832] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:09.642901] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:09.643000] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:09.661580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:09.662183] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:09.662286] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:09.662356] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:09.700307] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:09.700437] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:09.700484] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:09.700520] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:09.704019] [DEBUG] [FORECASTER] VIRT: Forecast T+1@11:T+2@11: DOWN (p=16.72%) [2025-10-09T00:09:09.704307] [INFO ] [FORECASTER] Completed predict_future for VIRT [2025-10-09T00:09:09.704448] [INFO ] [sig ] VIRT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:09.863029] [INFO ] [LOCAL ] Saved forecast: VIRT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VIRT.txt [2025-10-09T00:09:09.863332] [WARN ] [sig ] [2076/2211] Failed VIRT after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 26.5s [2025-10-09T00:09:09.863414] [INFO ] [sig ] [2077/2211] Forecasting VIST... [2025-10-09T00:09:09.863487] [INFO ] [sig ] Generating forecast for: VIST [2025-10-09T00:09:09.863532] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIST' from 'https://tdm.silogroup.org/data/derivative_storage/VIST.csv'. [2025-10-09T00:09:09.874104] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VIST'. [2025-10-09T00:09:09.874427] [INFO ] [FORECASTER] Starting predict_future for VIST [2025-10-09T00:09:09.900593] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:09.901470] [DEBUG] [LOCAL ] No optimal features file found for VIST: ./output/feature-sets/VIST.txt [2025-10-09T00:09:09.901552] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:09.901625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:09.901718] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:09.901818] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:09.921235] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:09.922045] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:09.922176] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:09.922267] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:09.968519] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:09.968753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:09.968821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:09.968859] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:09.972679] [DEBUG] [FORECASTER] VIST: Forecast T+1@11:T+2@11: UP (p=56.80%) [2025-10-09T00:09:09.972985] [INFO ] [FORECASTER] Completed predict_future for VIST [2025-10-09T00:09:09.973131] [INFO ] [sig ] VIST: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:10.127250] [INFO ] [LOCAL ] Saved forecast: VIST 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VIST.txt [2025-10-09T00:09:10.127497] [WARN ] [sig ] [2077/2211] Failed VIST after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 26.3s [2025-10-09T00:09:10.127586] [INFO ] [sig ] [2078/2211] Forecasting VIV... [2025-10-09T00:09:10.127681] [INFO ] [sig ] Generating forecast for: VIV [2025-10-09T00:09:10.127753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIV' from 'https://tdm.silogroup.org/data/derivative_storage/VIV.csv'. [2025-10-09T00:09:10.138216] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VIV'. [2025-10-09T00:09:10.138530] [INFO ] [FORECASTER] Starting predict_future for VIV [2025-10-09T00:09:10.165430] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:10.166299] [DEBUG] [LOCAL ] No optimal features file found for VIV: ./output/feature-sets/VIV.txt [2025-10-09T00:09:10.166379] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:10.166456] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:10.166525] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:10.166625] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:10.185136] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:10.185765] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:10.185877] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:10.185957] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:10.222908] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:10.223003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:10.223044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:10.223077] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:10.226258] [DEBUG] [FORECASTER] VIV: Forecast T+1@11:T+2@11: DOWN (p=4.14%) [2025-10-09T00:09:10.226537] [INFO ] [FORECASTER] Completed predict_future for VIV [2025-10-09T00:09:10.226709] [INFO ] [sig ] VIV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:10.379192] [INFO ] [LOCAL ] Saved forecast: VIV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VIV.txt [2025-10-09T00:09:10.379475] [WARN ] [sig ] [2078/2211] Failed VIV after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 26.1s [2025-10-09T00:09:10.379554] [INFO ] [sig ] [2079/2211] Forecasting VKQ... [2025-10-09T00:09:10.379623] [INFO ] [sig ] Generating forecast for: VKQ [2025-10-09T00:09:10.379716] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VKQ' from 'https://tdm.silogroup.org/data/derivative_storage/VKQ.csv'. [2025-10-09T00:09:10.390838] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VKQ'. [2025-10-09T00:09:10.391152] [INFO ] [FORECASTER] Starting predict_future for VKQ [2025-10-09T00:09:10.417373] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:10.418169] [DEBUG] [LOCAL ] No optimal features file found for VKQ: ./output/feature-sets/VKQ.txt [2025-10-09T00:09:10.418247] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:10.418319] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:10.418388] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:10.418486] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:10.437444] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:10.438072] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:10.438182] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:10.438253] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:10.477315] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:10.477423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:10.477464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:10.477497] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:10.480815] [DEBUG] [FORECASTER] VKQ: Forecast T+1@11:T+2@11: UP (p=55.01%) [2025-10-09T00:09:10.481091] [INFO ] [FORECASTER] Completed predict_future for VKQ [2025-10-09T00:09:10.481230] [INFO ] [sig ] VKQ: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:10.633288] [INFO ] [LOCAL ] Saved forecast: VKQ 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VKQ.txt [2025-10-09T00:09:10.633552] [WARN ] [sig ] [2079/2211] Failed VKQ after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 26.0s [2025-10-09T00:09:10.633634] [INFO ] [sig ] [2080/2211] Forecasting VLN... [2025-10-09T00:09:10.633730] [INFO ] [sig ] Generating forecast for: VLN [2025-10-09T00:09:10.633801] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLN' from 'https://tdm.silogroup.org/data/derivative_storage/VLN.csv'. [2025-10-09T00:09:10.644314] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VLN'. [2025-10-09T00:09:10.644613] [INFO ] [FORECASTER] Starting predict_future for VLN [2025-10-09T00:09:10.671196] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:10.672000] [DEBUG] [LOCAL ] No optimal features file found for VLN: ./output/feature-sets/VLN.txt [2025-10-09T00:09:10.672079] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:10.672152] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:10.672221] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:10.672322] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:10.690614] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:10.691213] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:10.691316] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:10.691386] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:10.728770] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:10.728873] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:10.728914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:10.728947] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:10.732235] [DEBUG] [FORECASTER] VLN: Forecast T+1@11:T+2@11: UP (p=89.38%) [2025-10-09T00:09:10.732521] [INFO ] [FORECASTER] Completed predict_future for VLN [2025-10-09T00:09:10.732698] [INFO ] [sig ] VLN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:10.891547] [INFO ] [LOCAL ] Saved forecast: VLN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VLN.txt [2025-10-09T00:09:10.891867] [WARN ] [sig ] [2080/2211] Failed VLN after 0.3s | 5.09 sym/s | Total: 6.8m | ETA: 25.8s [2025-10-09T00:09:10.891963] [INFO ] [sig ] [2081/2211] Forecasting VLO... [2025-10-09T00:09:10.892055] [INFO ] [sig ] Generating forecast for: VLO [2025-10-09T00:09:10.892129] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLO' from 'https://tdm.silogroup.org/data/derivative_storage/VLO.csv'. [2025-10-09T00:09:10.902686] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VLO'. [2025-10-09T00:09:10.903007] [INFO ] [FORECASTER] Starting predict_future for VLO [2025-10-09T00:09:10.930438] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:10.931252] [DEBUG] [LOCAL ] No optimal features file found for VLO: ./output/feature-sets/VLO.txt [2025-10-09T00:09:10.931331] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:10.931405] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:10.931474] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:10.931574] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:10.950123] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:10.950774] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:10.950876] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:10.950947] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:10.991840] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:10.992041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:10.992096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:10.992132] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:10.996026] [DEBUG] [FORECASTER] VLO: Forecast T+1@11:T+2@11: UP (p=65.98%) [2025-10-09T00:09:10.996332] [INFO ] [FORECASTER] Completed predict_future for VLO [2025-10-09T00:09:10.996477] [INFO ] [sig ] VLO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:11.150578] [INFO ] [LOCAL ] Saved forecast: VLO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VLO.txt [2025-10-09T00:09:11.150839] [WARN ] [sig ] [2081/2211] Failed VLO after 0.3s | 5.08 sym/s | Total: 6.8m | ETA: 25.6s [2025-10-09T00:09:11.150918] [INFO ] [sig ] [2082/2211] Forecasting VLRS... [2025-10-09T00:09:11.150969] [INFO ] [sig ] Generating forecast for: VLRS [2025-10-09T00:09:11.151033] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLRS' from 'https://tdm.silogroup.org/data/derivative_storage/VLRS.csv'. [2025-10-09T00:09:11.161498] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VLRS'. [2025-10-09T00:09:11.161837] [INFO ] [FORECASTER] Starting predict_future for VLRS [2025-10-09T00:09:11.187907] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:11.188678] [DEBUG] [LOCAL ] No optimal features file found for VLRS: ./output/feature-sets/VLRS.txt [2025-10-09T00:09:11.188758] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:11.188830] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:11.188902] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:11.189000] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:11.207591] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:11.208197] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:11.208301] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:11.208372] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:11.247687] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:11.247798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:11.247841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:11.247874] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:11.251264] [DEBUG] [FORECASTER] VLRS: Forecast T+1@11:T+2@11: UP (p=96.22%) [2025-10-09T00:09:11.251553] [INFO ] [FORECASTER] Completed predict_future for VLRS [2025-10-09T00:09:11.251735] [INFO ] [sig ] VLRS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:11.406241] [INFO ] [LOCAL ] Saved forecast: VLRS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VLRS.txt [2025-10-09T00:09:11.406479] [WARN ] [sig ] [2082/2211] Failed VLRS after 0.3s | 5.08 sym/s | Total: 6.8m | ETA: 25.4s [2025-10-09T00:09:11.406557] [INFO ] [sig ] [2083/2211] Forecasting VLT... [2025-10-09T00:09:11.406627] [INFO ] [sig ] Generating forecast for: VLT [2025-10-09T00:09:11.406719] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLT' from 'https://tdm.silogroup.org/data/derivative_storage/VLT.csv'. [2025-10-09T00:09:11.416548] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VLT'. [2025-10-09T00:09:11.416875] [INFO ] [FORECASTER] Starting predict_future for VLT [2025-10-09T00:09:11.442752] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:11.443517] [DEBUG] [LOCAL ] No optimal features file found for VLT: ./output/feature-sets/VLT.txt [2025-10-09T00:09:11.443596] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:11.443693] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:11.443764] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:11.443864] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:11.462556] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:11.463163] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:11.463267] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:11.463338] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:11.497781] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:11.497887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:11.497929] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:11.497963] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:11.501579] [DEBUG] [FORECASTER] VLT: Forecast T+1@11:T+2@11: DOWN (p=24.67%) [2025-10-09T00:09:11.501895] [INFO ] [FORECASTER] Completed predict_future for VLT [2025-10-09T00:09:11.502042] [INFO ] [sig ] VLT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:11.653832] [INFO ] [LOCAL ] Saved forecast: VLT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VLT.txt [2025-10-09T00:09:11.654063] [WARN ] [sig ] [2083/2211] Failed VLT after 0.2s | 5.08 sym/s | Total: 6.8m | ETA: 25.2s [2025-10-09T00:09:11.654140] [INFO ] [sig ] [2084/2211] Forecasting VLTO... [2025-10-09T00:09:11.654210] [INFO ] [sig ] Generating forecast for: VLTO [2025-10-09T00:09:11.654279] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLTO' from 'https://tdm.silogroup.org/data/derivative_storage/VLTO.csv'. [2025-10-09T00:09:11.664932] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VLTO'. [2025-10-09T00:09:11.665254] [INFO ] [FORECASTER] Starting predict_future for VLTO [2025-10-09T00:09:11.691230] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:11.692026] [DEBUG] [LOCAL ] No optimal features file found for VLTO: ./output/feature-sets/VLTO.txt [2025-10-09T00:09:11.692106] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:11.692178] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:11.692247] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:11.692347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:11.715763] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:11.716555] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:11.716689] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:11.716764] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:11.755682] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:11.755797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:11.755840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:11.755874] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:11.759713] [DEBUG] [FORECASTER] VLTO: Forecast T+1@11:T+2@11: UP (p=70.70%) [2025-10-09T00:09:11.760170] [INFO ] [FORECASTER] Completed predict_future for VLTO [2025-10-09T00:09:11.760370] [INFO ] [sig ] VLTO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:11.918553] [INFO ] [LOCAL ] Saved forecast: VLTO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VLTO.txt [2025-10-09T00:09:11.918838] [WARN ] [sig ] [2084/2211] Failed VLTO after 0.3s | 5.08 sym/s | Total: 6.8m | ETA: 25.0s [2025-10-09T00:09:11.918919] [INFO ] [sig ] [2085/2211] Forecasting VMC... [2025-10-09T00:09:11.918999] [INFO ] [sig ] Generating forecast for: VMC [2025-10-09T00:09:11.919072] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VMC' from 'https://tdm.silogroup.org/data/derivative_storage/VMC.csv'. [2025-10-09T00:09:11.929441] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VMC'. [2025-10-09T00:09:11.929778] [INFO ] [FORECASTER] Starting predict_future for VMC [2025-10-09T00:09:11.955842] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:11.956672] [DEBUG] [LOCAL ] No optimal features file found for VMC: ./output/feature-sets/VMC.txt [2025-10-09T00:09:11.956753] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:11.956826] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:11.956895] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:11.956994] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:11.978343] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:11.979172] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:11.979300] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:11.979372] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:12.015742] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:12.015849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:12.015891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:12.015927] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:12.019232] [DEBUG] [FORECASTER] VMC: Forecast T+1@11:T+2@11: UP (p=52.11%) [2025-10-09T00:09:12.019560] [INFO ] [FORECASTER] Completed predict_future for VMC [2025-10-09T00:09:12.019742] [INFO ] [sig ] VMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:12.174163] [INFO ] [LOCAL ] Saved forecast: VMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VMC.txt [2025-10-09T00:09:12.174411] [WARN ] [sig ] [2085/2211] Failed VMC after 0.3s | 5.08 sym/s | Total: 6.8m | ETA: 24.8s [2025-10-09T00:09:12.174493] [INFO ] [sig ] [2086/2211] Forecasting VMI... [2025-10-09T00:09:12.174565] [INFO ] [sig ] Generating forecast for: VMI [2025-10-09T00:09:12.174612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VMI' from 'https://tdm.silogroup.org/data/derivative_storage/VMI.csv'. [2025-10-09T00:09:12.184418] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'VMI'. [2025-10-09T00:09:12.184734] [INFO ] [FORECASTER] Starting predict_future for VMI [2025-10-09T00:09:12.210874] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:12.211638] [DEBUG] [LOCAL ] No optimal features file found for VMI: ./output/feature-sets/VMI.txt [2025-10-09T00:09:12.211741] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:12.211815] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:12.211883] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:12.211981] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:12.231336] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:12.231969] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:12.232071] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:12.232141] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:12.267217] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:12.267314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:12.267355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:12.267390] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:12.270726] [DEBUG] [FORECASTER] VMI: Forecast T+1@11:T+2@11: DOWN (p=37.54%) [2025-10-09T00:09:12.271010] [INFO ] [FORECASTER] Completed predict_future for VMI [2025-10-09T00:09:12.271148] [INFO ] [sig ] VMI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:12.426819] [INFO ] [LOCAL ] Saved forecast: VMI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VMI.txt [2025-10-09T00:09:12.427075] [WARN ] [sig ] [2086/2211] Failed VMI after 0.3s | 5.08 sym/s | Total: 6.8m | ETA: 24.6s [2025-10-09T00:09:12.427151] [INFO ] [sig ] [2087/2211] Forecasting VMO... [2025-10-09T00:09:12.427219] [INFO ] [sig ] Generating forecast for: VMO [2025-10-09T00:09:12.427287] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VMO' from 'https://tdm.silogroup.org/data/derivative_storage/VMO.csv'. [2025-10-09T00:09:12.437677] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VMO'. [2025-10-09T00:09:12.437979] [INFO ] [FORECASTER] Starting predict_future for VMO [2025-10-09T00:09:12.464437] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:12.465220] [DEBUG] [LOCAL ] No optimal features file found for VMO: ./output/feature-sets/VMO.txt [2025-10-09T00:09:12.465300] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:12.465372] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:12.465442] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:12.465546] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:12.484002] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:12.484591] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:12.484716] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:12.484790] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:12.524849] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:12.524948] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:12.524990] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:12.525026] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:12.528229] [DEBUG] [FORECASTER] VMO: Forecast T+1@11:T+2@11: UP (p=95.69%) [2025-10-09T00:09:12.528518] [INFO ] [FORECASTER] Completed predict_future for VMO [2025-10-09T00:09:12.528818] [INFO ] [sig ] VMO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:12.680553] [INFO ] [LOCAL ] Saved forecast: VMO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VMO.txt [2025-10-09T00:09:12.680815] [WARN ] [sig ] [2087/2211] Failed VMO after 0.3s | 5.08 sym/s | Total: 6.8m | ETA: 24.4s [2025-10-09T00:09:12.680893] [INFO ] [sig ] [2088/2211] Forecasting VNCE... [2025-10-09T00:09:12.680963] [INFO ] [sig ] Generating forecast for: VNCE [2025-10-09T00:09:12.681033] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VNCE' from 'https://tdm.silogroup.org/data/derivative_storage/VNCE.csv'. [2025-10-09T00:09:12.690983] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VNCE'. [2025-10-09T00:09:12.691298] [INFO ] [FORECASTER] Starting predict_future for VNCE [2025-10-09T00:09:12.717702] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:12.718494] [DEBUG] [LOCAL ] No optimal features file found for VNCE: ./output/feature-sets/VNCE.txt [2025-10-09T00:09:12.718583] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:12.718680] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:12.718750] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:12.718850] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:12.737984] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:12.738611] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:12.738745] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:12.738816] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:12.775476] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:12.775684] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:12.775755] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:12.775794] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:12.779497] [DEBUG] [FORECASTER] VNCE: Forecast T+1@11:T+2@11: DOWN (p=0.81%) [2025-10-09T00:09:12.779853] [INFO ] [FORECASTER] Completed predict_future for VNCE [2025-10-09T00:09:12.780016] [INFO ] [sig ] VNCE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:12.958902] [INFO ] [LOCAL ] Saved forecast: VNCE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VNCE.txt [2025-10-09T00:09:12.959175] [WARN ] [sig ] [2088/2211] Failed VNCE after 0.3s | 5.08 sym/s | Total: 6.9m | ETA: 24.2s [2025-10-09T00:09:12.959275] [INFO ] [sig ] [2089/2211] Forecasting VNO... [2025-10-09T00:09:12.959350] [INFO ] [sig ] Generating forecast for: VNO [2025-10-09T00:09:12.959423] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VNO' from 'https://tdm.silogroup.org/data/derivative_storage/VNO.csv'. [2025-10-09T00:09:12.970404] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VNO'. [2025-10-09T00:09:12.970910] [INFO ] [FORECASTER] Starting predict_future for VNO [2025-10-09T00:09:12.999554] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:13.000517] [DEBUG] [LOCAL ] No optimal features file found for VNO: ./output/feature-sets/VNO.txt [2025-10-09T00:09:13.000619] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:13.000721] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:13.000791] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:13.000891] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:13.023354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:13.024159] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:13.024268] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:13.024318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:13.068719] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:13.068870] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:13.068947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:13.068995] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:13.073140] [DEBUG] [FORECASTER] VNO: Forecast T+1@11:T+2@11: DOWN (p=17.21%) [2025-10-09T00:09:13.073497] [INFO ] [FORECASTER] Completed predict_future for VNO [2025-10-09T00:09:13.073688] [INFO ] [sig ] VNO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:13.243937] [INFO ] [LOCAL ] Saved forecast: VNO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VNO.txt [2025-10-09T00:09:13.244247] [WARN ] [sig ] [2089/2211] Failed VNO after 0.3s | 5.08 sym/s | Total: 6.9m | ETA: 24.0s [2025-10-09T00:09:13.244331] [INFO ] [sig ] [2090/2211] Forecasting VNT... [2025-10-09T00:09:13.244403] [INFO ] [sig ] Generating forecast for: VNT [2025-10-09T00:09:13.244476] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VNT' from 'https://tdm.silogroup.org/data/derivative_storage/VNT.csv'. [2025-10-09T00:09:13.255690] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VNT'. [2025-10-09T00:09:13.256097] [INFO ] [FORECASTER] Starting predict_future for VNT [2025-10-09T00:09:13.286569] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:13.287475] [DEBUG] [LOCAL ] No optimal features file found for VNT: ./output/feature-sets/VNT.txt [2025-10-09T00:09:13.287555] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:13.287638] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:13.287734] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:13.287834] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:13.311091] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:13.311864] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:13.311972] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:13.312043] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:13.352185] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:13.352363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:13.352409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:13.352443] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:13.355958] [DEBUG] [FORECASTER] VNT: Forecast T+1@11:T+2@11: UP (p=53.48%) [2025-10-09T00:09:13.356263] [INFO ] [FORECASTER] Completed predict_future for VNT [2025-10-09T00:09:13.356413] [INFO ] [sig ] VNT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:13.495333] [INFO ] [LOCAL ] Saved forecast: VNT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VNT.txt [2025-10-09T00:09:13.495617] [WARN ] [sig ] [2090/2211] Failed VNT after 0.3s | 5.08 sym/s | Total: 6.9m | ETA: 23.8s [2025-10-09T00:09:13.495714] [INFO ] [sig ] [2091/2211] Forecasting VOC... [2025-10-09T00:09:13.495784] [INFO ] [sig ] Generating forecast for: VOC [2025-10-09T00:09:13.495853] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VOC' from 'https://tdm.silogroup.org/data/derivative_storage/VOC.csv'. [2025-10-09T00:09:13.505973] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VOC'. [2025-10-09T00:09:13.506317] [INFO ] [FORECASTER] Starting predict_future for VOC [2025-10-09T00:09:13.531483] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:13.532316] [DEBUG] [LOCAL ] No optimal features file found for VOC: ./output/feature-sets/VOC.txt [2025-10-09T00:09:13.532394] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:13.532465] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:13.532533] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:13.532630] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:13.550051] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:13.550702] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:13.550809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:13.550877] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:13.584064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:13.584200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:13.584244] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:13.584278] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:13.587709] [DEBUG] [FORECASTER] VOC: Forecast T+1@11:T+2@11: UP (p=98.46%) [2025-10-09T00:09:13.588000] [INFO ] [FORECASTER] Completed predict_future for VOC [2025-10-09T00:09:13.588147] [INFO ] [sig ] VOC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:13.727557] [INFO ] [LOCAL ] Saved forecast: VOC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VOC.txt [2025-10-09T00:09:13.727853] [WARN ] [sig ] [2091/2211] Failed VOC after 0.2s | 5.08 sym/s | Total: 6.9m | ETA: 23.6s [2025-10-09T00:09:13.727931] [INFO ] [sig ] [2092/2211] Forecasting VOYA... [2025-10-09T00:09:13.728009] [INFO ] [sig ] Generating forecast for: VOYA [2025-10-09T00:09:13.728078] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VOYA' from 'https://tdm.silogroup.org/data/derivative_storage/VOYA.csv'. [2025-10-09T00:09:13.738205] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VOYA'. [2025-10-09T00:09:13.738556] [INFO ] [FORECASTER] Starting predict_future for VOYA [2025-10-09T00:09:13.763742] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:13.764526] [DEBUG] [LOCAL ] No optimal features file found for VOYA: ./output/feature-sets/VOYA.txt [2025-10-09T00:09:13.764603] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:13.764696] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:13.764765] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:13.764862] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:13.782311] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:13.782983] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:13.783087] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:13.783156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:13.824231] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:13.824431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:13.824480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:13.824515] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:13.828747] [DEBUG] [FORECASTER] VOYA: Forecast T+1@11:T+2@11: DOWN (p=10.01%) [2025-10-09T00:09:13.829107] [INFO ] [FORECASTER] Completed predict_future for VOYA [2025-10-09T00:09:13.829286] [INFO ] [sig ] VOYA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:13.999672] [INFO ] [LOCAL ] Saved forecast: VOYA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VOYA.txt [2025-10-09T00:09:13.999999] [WARN ] [sig ] [2092/2211] Failed VOYA after 0.3s | 5.08 sym/s | Total: 6.9m | ETA: 23.4s [2025-10-09T00:09:14.000083] [INFO ] [sig ] [2093/2211] Forecasting VPG... [2025-10-09T00:09:14.000172] [INFO ] [sig ] Generating forecast for: VPG [2025-10-09T00:09:14.000251] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VPG' from 'https://tdm.silogroup.org/data/derivative_storage/VPG.csv'. [2025-10-09T00:09:14.011798] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VPG'. [2025-10-09T00:09:14.012356] [INFO ] [FORECASTER] Starting predict_future for VPG [2025-10-09T00:09:14.044903] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:14.045752] [DEBUG] [LOCAL ] No optimal features file found for VPG: ./output/feature-sets/VPG.txt [2025-10-09T00:09:14.045832] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:14.045906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:14.045976] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:14.046074] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:14.067345] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:14.068022] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:14.068128] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:14.068178] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:14.110618] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:14.110780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:14.110841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:14.110878] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:14.114971] [DEBUG] [FORECASTER] VPG: Forecast T+1@11:T+2@11: DOWN (p=15.85%) [2025-10-09T00:09:14.115282] [INFO ] [FORECASTER] Completed predict_future for VPG [2025-10-09T00:09:14.115433] [INFO ] [sig ] VPG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:14.306994] [INFO ] [LOCAL ] Saved forecast: VPG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VPG.txt [2025-10-09T00:09:14.307292] [WARN ] [sig ] [2093/2211] Failed VPG after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 23.3s [2025-10-09T00:09:14.307370] [INFO ] [sig ] [2094/2211] Forecasting VPV... [2025-10-09T00:09:14.307417] [INFO ] [sig ] Generating forecast for: VPV [2025-10-09T00:09:14.307459] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VPV' from 'https://tdm.silogroup.org/data/derivative_storage/VPV.csv'. [2025-10-09T00:09:14.317428] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VPV'. [2025-10-09T00:09:14.317760] [INFO ] [FORECASTER] Starting predict_future for VPV [2025-10-09T00:09:14.343360] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:14.344179] [DEBUG] [LOCAL ] No optimal features file found for VPV: ./output/feature-sets/VPV.txt [2025-10-09T00:09:14.344256] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:14.344328] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:14.344396] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:14.344493] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:14.362187] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:14.362842] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:14.362949] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:14.362999] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:14.396765] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:14.396884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:14.396925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:14.396958] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:14.400270] [DEBUG] [FORECASTER] VPV: Forecast T+1@11:T+2@11: DOWN (p=7.69%) [2025-10-09T00:09:14.400575] [INFO ] [FORECASTER] Completed predict_future for VPV [2025-10-09T00:09:14.400900] [INFO ] [sig ] VPV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:14.542570] [INFO ] [LOCAL ] Saved forecast: VPV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VPV.txt [2025-10-09T00:09:14.542852] [WARN ] [sig ] [2094/2211] Failed VPV after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 23.1s [2025-10-09T00:09:14.542929] [INFO ] [sig ] [2095/2211] Forecasting VRE... [2025-10-09T00:09:14.542999] [INFO ] [sig ] Generating forecast for: VRE [2025-10-09T00:09:14.543070] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VRE' from 'https://tdm.silogroup.org/data/derivative_storage/VRE.csv'. [2025-10-09T00:09:14.553075] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VRE'. [2025-10-09T00:09:14.553405] [INFO ] [FORECASTER] Starting predict_future for VRE [2025-10-09T00:09:14.578579] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:14.579382] [DEBUG] [LOCAL ] No optimal features file found for VRE: ./output/feature-sets/VRE.txt [2025-10-09T00:09:14.579459] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:14.579540] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:14.579620] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:14.579766] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:14.597333] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:14.597969] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:14.598091] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:14.598160] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:14.634242] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:14.634402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:14.634446] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:14.634480] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:14.637978] [DEBUG] [FORECASTER] VRE: Forecast T+1@11:T+2@11: DOWN (p=45.73%) [2025-10-09T00:09:14.638264] [INFO ] [FORECASTER] Completed predict_future for VRE [2025-10-09T00:09:14.638417] [INFO ] [sig ] VRE: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:14.778574] [INFO ] [LOCAL ] Saved forecast: VRE 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VRE.txt [2025-10-09T00:09:14.778870] [WARN ] [sig ] [2095/2211] Failed VRE after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 22.9s [2025-10-09T00:09:14.778948] [INFO ] [sig ] [2096/2211] Forecasting VRT... [2025-10-09T00:09:14.779017] [INFO ] [sig ] Generating forecast for: VRT [2025-10-09T00:09:14.779087] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VRT' from 'https://tdm.silogroup.org/data/derivative_storage/VRT.csv'. [2025-10-09T00:09:14.789433] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VRT'. [2025-10-09T00:09:14.789795] [INFO ] [FORECASTER] Starting predict_future for VRT [2025-10-09T00:09:14.818629] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:14.819686] [DEBUG] [LOCAL ] No optimal features file found for VRT: ./output/feature-sets/VRT.txt [2025-10-09T00:09:14.819793] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:14.819886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:14.819960] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:14.820078] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:14.841906] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:14.842548] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:14.842711] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:14.842809] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:14.886444] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:14.886620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:14.886726] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:14.886788] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:14.890861] [DEBUG] [FORECASTER] VRT: Forecast T+1@11:T+2@11: UP (p=89.43%) [2025-10-09T00:09:14.891157] [INFO ] [FORECASTER] Completed predict_future for VRT [2025-10-09T00:09:14.891305] [INFO ] [sig ] VRT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:15.061480] [INFO ] [LOCAL ] Saved forecast: VRT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VRT.txt [2025-10-09T00:09:15.061879] [WARN ] [sig ] [2096/2211] Failed VRT after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 22.7s [2025-10-09T00:09:15.061978] [INFO ] [sig ] [2097/2211] Forecasting VRTS... [2025-10-09T00:09:15.062073] [INFO ] [sig ] Generating forecast for: VRTS [2025-10-09T00:09:15.062172] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VRTS' from 'https://tdm.silogroup.org/data/derivative_storage/VRTS.csv'. [2025-10-09T00:09:15.074725] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VRTS'. [2025-10-09T00:09:15.075208] [INFO ] [FORECASTER] Starting predict_future for VRTS [2025-10-09T00:09:15.102456] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:15.103333] [DEBUG] [LOCAL ] No optimal features file found for VRTS: ./output/feature-sets/VRTS.txt [2025-10-09T00:09:15.103430] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:15.103504] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:15.103573] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:15.103726] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:15.123191] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:15.123944] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:15.124052] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:15.124123] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:15.160333] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:15.160456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:15.160502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:15.160544] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:15.163960] [DEBUG] [FORECASTER] VRTS: Forecast T+1@11:T+2@11: UP (p=94.79%) [2025-10-09T00:09:15.164253] [INFO ] [FORECASTER] Completed predict_future for VRTS [2025-10-09T00:09:15.164392] [INFO ] [sig ] VRTS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:15.313228] [INFO ] [LOCAL ] Saved forecast: VRTS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VRTS.txt [2025-10-09T00:09:15.313490] [WARN ] [sig ] [2097/2211] Failed VRTS after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 22.5s [2025-10-09T00:09:15.313567] [INFO ] [sig ] [2098/2211] Forecasting VSCO... [2025-10-09T00:09:15.313637] [INFO ] [sig ] Generating forecast for: VSCO [2025-10-09T00:09:15.313734] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VSCO' from 'https://tdm.silogroup.org/data/derivative_storage/VSCO.csv'. [2025-10-09T00:09:15.327161] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VSCO'. [2025-10-09T00:09:15.327517] [INFO ] [FORECASTER] Starting predict_future for VSCO [2025-10-09T00:09:15.354176] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:15.355059] [DEBUG] [LOCAL ] No optimal features file found for VSCO: ./output/feature-sets/VSCO.txt [2025-10-09T00:09:15.355140] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:15.355213] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:15.355289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:15.355390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:15.374173] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:15.374851] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:15.374957] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:15.375029] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:15.411121] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:15.411227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:15.411269] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:15.411303] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:15.414635] [DEBUG] [FORECASTER] VSCO: Forecast T+1@11:T+2@11: UP (p=53.24%) [2025-10-09T00:09:15.414958] [INFO ] [FORECASTER] Completed predict_future for VSCO [2025-10-09T00:09:15.415103] [INFO ] [sig ] VSCO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:15.565252] [INFO ] [LOCAL ] Saved forecast: VSCO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VSCO.txt [2025-10-09T00:09:15.565506] [WARN ] [sig ] [2098/2211] Failed VSCO after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 22.3s [2025-10-09T00:09:15.565598] [INFO ] [sig ] [2099/2211] Forecasting VSH... [2025-10-09T00:09:15.565698] [INFO ] [sig ] Generating forecast for: VSH [2025-10-09T00:09:15.565807] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VSH' from 'https://tdm.silogroup.org/data/derivative_storage/VSH.csv'. [2025-10-09T00:09:15.575880] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VSH'. [2025-10-09T00:09:15.576195] [INFO ] [FORECASTER] Starting predict_future for VSH [2025-10-09T00:09:15.602624] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:15.603432] [DEBUG] [LOCAL ] No optimal features file found for VSH: ./output/feature-sets/VSH.txt [2025-10-09T00:09:15.603514] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:15.603599] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:15.603703] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:15.603828] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:15.622811] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:15.623474] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:15.623588] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:15.623691] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:15.663115] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:15.663338] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:15.663390] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:15.663429] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:15.667450] [DEBUG] [FORECASTER] VSH: Forecast T+1@11:T+2@11: UP (p=62.62%) [2025-10-09T00:09:15.667833] [INFO ] [FORECASTER] Completed predict_future for VSH [2025-10-09T00:09:15.667999] [INFO ] [sig ] VSH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:15.823089] [INFO ] [LOCAL ] Saved forecast: VSH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VSH.txt [2025-10-09T00:09:15.823354] [WARN ] [sig ] [2099/2211] Failed VSH after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 22.1s [2025-10-09T00:09:15.823530] [INFO ] [sig ] [2100/2211] Forecasting VST... [2025-10-09T00:09:15.823609] [INFO ] [sig ] Generating forecast for: VST [2025-10-09T00:09:15.823712] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VST' from 'https://tdm.silogroup.org/data/derivative_storage/VST.csv'. [2025-10-09T00:09:15.834080] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VST'. [2025-10-09T00:09:15.834404] [INFO ] [FORECASTER] Starting predict_future for VST [2025-10-09T00:09:15.861109] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:15.861951] [DEBUG] [LOCAL ] No optimal features file found for VST: ./output/feature-sets/VST.txt [2025-10-09T00:09:15.862030] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:15.862116] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:15.862202] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:15.862330] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:15.881166] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:15.881842] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:15.881947] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:15.882031] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:15.923417] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:15.923541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:15.923585] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:15.923675] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:15.927701] [DEBUG] [FORECASTER] VST: Forecast T+1@11:T+2@11: DOWN (p=4.17%) [2025-10-09T00:09:15.928097] [INFO ] [FORECASTER] Completed predict_future for VST [2025-10-09T00:09:15.928254] [INFO ] [sig ] VST: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:16.090130] [INFO ] [LOCAL ] Saved forecast: VST 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VST.txt [2025-10-09T00:09:16.090422] [WARN ] [sig ] [2100/2211] Failed VST after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 21.9s [2025-10-09T00:09:16.090500] [INFO ] [sig ] [2101/2211] Forecasting VSTS... [2025-10-09T00:09:16.090598] [INFO ] [sig ] Generating forecast for: VSTS [2025-10-09T00:09:16.090710] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VSTS' from 'https://tdm.silogroup.org/data/derivative_storage/VSTS.csv'. [2025-10-09T00:09:16.101610] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VSTS'. [2025-10-09T00:09:16.101995] [INFO ] [FORECASTER] Starting predict_future for VSTS [2025-10-09T00:09:16.129124] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:16.130003] [DEBUG] [LOCAL ] No optimal features file found for VSTS: ./output/feature-sets/VSTS.txt [2025-10-09T00:09:16.130083] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:16.130158] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:16.130248] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:16.130424] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:16.148308] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:16.148963] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:16.149069] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:16.149156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:16.193000] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:16.193143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:16.193189] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:16.193225] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:16.196795] [DEBUG] [FORECASTER] VSTS: Forecast T+1@11:T+2@11: UP (p=61.65%) [2025-10-09T00:09:16.197081] [INFO ] [FORECASTER] Completed predict_future for VSTS [2025-10-09T00:09:16.197218] [INFO ] [sig ] VSTS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:16.344226] [INFO ] [LOCAL ] Saved forecast: VSTS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VSTS.txt [2025-10-09T00:09:16.344464] [WARN ] [sig ] [2101/2211] Failed VSTS after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 21.7s [2025-10-09T00:09:16.344541] [INFO ] [sig ] [2102/2211] Forecasting VTEX... [2025-10-09T00:09:16.344611] [INFO ] [sig ] Generating forecast for: VTEX [2025-10-09T00:09:16.344785] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTEX' from 'https://tdm.silogroup.org/data/derivative_storage/VTEX.csv'. [2025-10-09T00:09:16.355174] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VTEX'. [2025-10-09T00:09:16.355552] [INFO ] [FORECASTER] Starting predict_future for VTEX [2025-10-09T00:09:16.382599] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:16.383460] [DEBUG] [LOCAL ] No optimal features file found for VTEX: ./output/feature-sets/VTEX.txt [2025-10-09T00:09:16.383542] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:16.383615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:16.383734] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:16.383904] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:16.402290] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:16.402956] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:16.403079] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:16.403167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:16.436781] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:16.436889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:16.436933] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:16.436966] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:16.440326] [DEBUG] [FORECASTER] VTEX: Forecast T+1@11:T+2@11: DOWN (p=7.25%) [2025-10-09T00:09:16.440632] [INFO ] [FORECASTER] Completed predict_future for VTEX [2025-10-09T00:09:16.440829] [INFO ] [sig ] VTEX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:16.591536] [INFO ] [LOCAL ] Saved forecast: VTEX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VTEX.txt [2025-10-09T00:09:16.591870] [WARN ] [sig ] [2102/2211] Failed VTEX after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 21.5s [2025-10-09T00:09:16.591954] [INFO ] [sig ] [2103/2211] Forecasting VTLE... [2025-10-09T00:09:16.592033] [INFO ] [sig ] Generating forecast for: VTLE [2025-10-09T00:09:16.592175] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTLE' from 'https://tdm.silogroup.org/data/derivative_storage/VTLE.csv'. [2025-10-09T00:09:16.602163] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VTLE'. [2025-10-09T00:09:16.602514] [INFO ] [FORECASTER] Starting predict_future for VTLE [2025-10-09T00:09:16.628601] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:16.629471] [DEBUG] [LOCAL ] No optimal features file found for VTLE: ./output/feature-sets/VTLE.txt [2025-10-09T00:09:16.629559] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:16.629635] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:16.629744] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:16.629901] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:16.648420] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:16.649124] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:16.649242] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:16.649357] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:16.680043] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:16.680171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:16.680216] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:16.680254] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:16.684094] [DEBUG] [FORECASTER] VTLE: Forecast T+1@11:T+2@11: UP (p=94.65%) [2025-10-09T00:09:16.684409] [INFO ] [FORECASTER] Completed predict_future for VTLE [2025-10-09T00:09:16.684554] [INFO ] [sig ] VTLE: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:16.842353] [INFO ] [LOCAL ] Saved forecast: VTLE 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VTLE.txt [2025-10-09T00:09:16.842696] [WARN ] [sig ] [2103/2211] Failed VTLE after 0.3s | 5.07 sym/s | Total: 6.9m | ETA: 21.3s [2025-10-09T00:09:16.842779] [INFO ] [sig ] [2104/2211] Forecasting VTMX... [2025-10-09T00:09:16.842861] [INFO ] [sig ] Generating forecast for: VTMX [2025-10-09T00:09:16.842943] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTMX' from 'https://tdm.silogroup.org/data/derivative_storage/VTMX.csv'. [2025-10-09T00:09:16.853413] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VTMX'. [2025-10-09T00:09:16.853818] [INFO ] [FORECASTER] Starting predict_future for VTMX [2025-10-09T00:09:16.882140] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:16.883005] [DEBUG] [LOCAL ] No optimal features file found for VTMX: ./output/feature-sets/VTMX.txt [2025-10-09T00:09:16.883102] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:16.883175] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:16.883246] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:16.883347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:16.901858] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:16.902485] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:16.902590] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:16.902683] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:16.929692] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:16.929804] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:16.929846] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:16.929880] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:16.933051] [DEBUG] [FORECASTER] VTMX: Forecast T+1@11:T+2@11: UP (p=99.34%) [2025-10-09T00:09:16.933334] [INFO ] [FORECASTER] Completed predict_future for VTMX [2025-10-09T00:09:16.933463] [INFO ] [sig ] VTMX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:17.080421] [INFO ] [LOCAL ] Saved forecast: VTMX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VTMX.txt [2025-10-09T00:09:17.080704] [WARN ] [sig ] [2104/2211] Failed VTMX after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 21.1s [2025-10-09T00:09:17.080787] [INFO ] [sig ] [2105/2211] Forecasting VTN... [2025-10-09T00:09:17.080858] [INFO ] [sig ] Generating forecast for: VTN [2025-10-09T00:09:17.080930] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTN' from 'https://tdm.silogroup.org/data/derivative_storage/VTN.csv'. [2025-10-09T00:09:17.090717] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VTN'. [2025-10-09T00:09:17.091043] [INFO ] [FORECASTER] Starting predict_future for VTN [2025-10-09T00:09:17.117108] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:17.117946] [DEBUG] [LOCAL ] No optimal features file found for VTN: ./output/feature-sets/VTN.txt [2025-10-09T00:09:17.118027] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:17.118113] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:17.118198] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:17.118321] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:17.136219] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:17.136875] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:17.136980] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:17.137066] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:17.162277] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:17.162393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:17.162435] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:17.162470] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:17.165839] [DEBUG] [FORECASTER] VTN: Forecast T+1@11:T+2@11: UP (p=91.41%) [2025-10-09T00:09:17.166125] [INFO ] [FORECASTER] Completed predict_future for VTN [2025-10-09T00:09:17.166259] [INFO ] [sig ] VTN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:17.312224] [INFO ] [LOCAL ] Saved forecast: VTN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VTN.txt [2025-10-09T00:09:17.312491] [WARN ] [sig ] [2105/2211] Failed VTN after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 20.9s [2025-10-09T00:09:17.312570] [INFO ] [sig ] [2106/2211] Forecasting VTOL... [2025-10-09T00:09:17.312811] [INFO ] [sig ] Generating forecast for: VTOL [2025-10-09T00:09:17.312890] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTOL' from 'https://tdm.silogroup.org/data/derivative_storage/VTOL.csv'. [2025-10-09T00:09:17.322957] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VTOL'. [2025-10-09T00:09:17.323298] [INFO ] [FORECASTER] Starting predict_future for VTOL [2025-10-09T00:09:17.349343] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:17.350261] [DEBUG] [LOCAL ] No optimal features file found for VTOL: ./output/feature-sets/VTOL.txt [2025-10-09T00:09:17.350347] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:17.350432] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:17.350512] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:17.350634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:17.368630] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:17.369313] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:17.369419] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:17.369490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:17.396176] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:17.396298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:17.396341] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:17.396376] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:17.399924] [DEBUG] [FORECASTER] VTOL: Forecast T+1@11:T+2@11: DOWN (p=6.58%) [2025-10-09T00:09:17.400216] [INFO ] [FORECASTER] Completed predict_future for VTOL [2025-10-09T00:09:17.400351] [INFO ] [sig ] VTOL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:17.547094] [INFO ] [LOCAL ] Saved forecast: VTOL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VTOL.txt [2025-10-09T00:09:17.547336] [WARN ] [sig ] [2106/2211] Failed VTOL after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 20.7s [2025-10-09T00:09:17.547411] [INFO ] [sig ] [2107/2211] Forecasting VTR... [2025-10-09T00:09:17.547482] [INFO ] [sig ] Generating forecast for: VTR [2025-10-09T00:09:17.547552] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTR' from 'https://tdm.silogroup.org/data/derivative_storage/VTR.csv'. [2025-10-09T00:09:17.557593] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VTR'. [2025-10-09T00:09:17.557939] [INFO ] [FORECASTER] Starting predict_future for VTR [2025-10-09T00:09:17.583486] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:17.584292] [DEBUG] [LOCAL ] No optimal features file found for VTR: ./output/feature-sets/VTR.txt [2025-10-09T00:09:17.584372] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:17.584446] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:17.584517] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:17.584616] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:17.603073] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:17.603701] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:17.603807] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:17.603878] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:17.639576] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:17.639721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:17.639780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:17.639815] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:17.643127] [DEBUG] [FORECASTER] VTR: Forecast T+1@11:T+2@11: UP (p=74.86%) [2025-10-09T00:09:17.643425] [INFO ] [FORECASTER] Completed predict_future for VTR [2025-10-09T00:09:17.643563] [INFO ] [sig ] VTR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:17.785060] [INFO ] [LOCAL ] Saved forecast: VTR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VTR.txt [2025-10-09T00:09:17.785302] [WARN ] [sig ] [2107/2211] Failed VTR after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 20.5s [2025-10-09T00:09:17.785379] [INFO ] [sig ] [2108/2211] Forecasting VTS... [2025-10-09T00:09:17.785449] [INFO ] [sig ] Generating forecast for: VTS [2025-10-09T00:09:17.785519] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTS' from 'https://tdm.silogroup.org/data/derivative_storage/VTS.csv'. [2025-10-09T00:09:17.795386] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VTS'. [2025-10-09T00:09:17.795746] [INFO ] [FORECASTER] Starting predict_future for VTS [2025-10-09T00:09:17.821881] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:17.822721] [DEBUG] [LOCAL ] No optimal features file found for VTS: ./output/feature-sets/VTS.txt [2025-10-09T00:09:17.822803] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:17.822891] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:17.822976] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:17.823090] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:17.841089] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:17.841742] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:17.841844] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:17.841924] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:17.867713] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:17.867922] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:17.867971] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:17.868005] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:17.871800] [DEBUG] [FORECASTER] VTS: Forecast T+1@11:T+2@11: DOWN (p=9.79%) [2025-10-09T00:09:17.872119] [INFO ] [FORECASTER] Completed predict_future for VTS [2025-10-09T00:09:17.872263] [INFO ] [sig ] VTS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:18.017605] [INFO ] [LOCAL ] Saved forecast: VTS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VTS.txt [2025-10-09T00:09:18.017932] [WARN ] [sig ] [2108/2211] Failed VTS after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 20.3s [2025-10-09T00:09:18.018031] [INFO ] [sig ] [2109/2211] Forecasting VVR... [2025-10-09T00:09:18.018115] [INFO ] [sig ] Generating forecast for: VVR [2025-10-09T00:09:18.018198] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VVR' from 'https://tdm.silogroup.org/data/derivative_storage/VVR.csv'. [2025-10-09T00:09:18.028510] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VVR'. [2025-10-09T00:09:18.028865] [INFO ] [FORECASTER] Starting predict_future for VVR [2025-10-09T00:09:18.054215] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:18.055010] [DEBUG] [LOCAL ] No optimal features file found for VVR: ./output/feature-sets/VVR.txt [2025-10-09T00:09:18.055086] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:18.055170] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:18.055251] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:18.055373] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:18.072899] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:18.073495] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:18.073624] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:18.073715] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:18.110558] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:18.110689] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:18.110752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:18.110790] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:18.114040] [DEBUG] [FORECASTER] VVR: Forecast T+1@11:T+2@11: DOWN (p=3.01%) [2025-10-09T00:09:18.114314] [INFO ] [FORECASTER] Completed predict_future for VVR [2025-10-09T00:09:18.114445] [INFO ] [sig ] VVR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:18.263906] [INFO ] [LOCAL ] Saved forecast: VVR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VVR.txt [2025-10-09T00:09:18.264223] [WARN ] [sig ] [2109/2211] Failed VVR after 0.2s | 5.07 sym/s | Total: 6.9m | ETA: 20.1s [2025-10-09T00:09:18.264320] [INFO ] [sig ] [2110/2211] Forecasting VVV... [2025-10-09T00:09:18.264403] [INFO ] [sig ] Generating forecast for: VVV [2025-10-09T00:09:18.264487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VVV' from 'https://tdm.silogroup.org/data/derivative_storage/VVV.csv'. [2025-10-09T00:09:18.276889] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VVV'. [2025-10-09T00:09:18.277420] [INFO ] [FORECASTER] Starting predict_future for VVV [2025-10-09T00:09:18.307385] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:18.308413] [DEBUG] [LOCAL ] No optimal features file found for VVV: ./output/feature-sets/VVV.txt [2025-10-09T00:09:18.308494] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:18.308571] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:18.308684] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:18.308827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:18.327808] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:18.328851] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:18.328964] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:18.329052] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:18.370298] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:18.370499] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:18.370549] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:18.370585] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:18.374850] [DEBUG] [FORECASTER] VVV: Forecast T+1@11:T+2@11: UP (p=88.54%) [2025-10-09T00:09:18.375180] [INFO ] [FORECASTER] Completed predict_future for VVV [2025-10-09T00:09:18.375331] [INFO ] [sig ] VVV: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:18.522006] [INFO ] [LOCAL ] Saved forecast: VVV 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/VVV.txt [2025-10-09T00:09:18.522276] [WARN ] [sig ] [2110/2211] Failed VVV after 0.3s | 5.06 sym/s | Total: 6.9m | ETA: 19.9s [2025-10-09T00:09:18.522361] [INFO ] [sig ] [2111/2211] Forecasting VVX... [2025-10-09T00:09:18.522447] [INFO ] [sig ] Generating forecast for: VVX [2025-10-09T00:09:18.522537] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VVX' from 'https://tdm.silogroup.org/data/derivative_storage/VVX.csv'. [2025-10-09T00:09:18.532477] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VVX'. [2025-10-09T00:09:18.532843] [INFO ] [FORECASTER] Starting predict_future for VVX [2025-10-09T00:09:18.558027] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:18.558854] [DEBUG] [LOCAL ] No optimal features file found for VVX: ./output/feature-sets/VVX.txt [2025-10-09T00:09:18.558946] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:18.559029] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:18.559108] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:18.559226] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:18.577021] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:18.577708] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:18.577818] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:18.577903] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:18.615899] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:18.615998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:18.616040] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:18.616073] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:18.619229] [DEBUG] [FORECASTER] VVX: Forecast T+1@11:T+2@11: DOWN (p=11.23%) [2025-10-09T00:09:18.619537] [INFO ] [FORECASTER] Completed predict_future for VVX [2025-10-09T00:09:18.619708] [INFO ] [sig ] VVX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:18.763220] [INFO ] [LOCAL ] Saved forecast: VVX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VVX.txt [2025-10-09T00:09:18.763479] [WARN ] [sig ] [2111/2211] Failed VVX after 0.2s | 5.06 sym/s | Total: 6.9m | ETA: 19.7s [2025-10-09T00:09:18.763558] [INFO ] [sig ] [2112/2211] Forecasting VYX... [2025-10-09T00:09:18.763659] [INFO ] [sig ] Generating forecast for: VYX [2025-10-09T00:09:18.763722] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VYX' from 'https://tdm.silogroup.org/data/derivative_storage/VYX.csv'. [2025-10-09T00:09:18.774124] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VYX'. [2025-10-09T00:09:18.774470] [INFO ] [FORECASTER] Starting predict_future for VYX [2025-10-09T00:09:18.800678] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:18.801550] [DEBUG] [LOCAL ] No optimal features file found for VYX: ./output/feature-sets/VYX.txt [2025-10-09T00:09:18.801636] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:18.801740] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:18.801878] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:18.801985] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:18.820271] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:18.820942] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:18.821047] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:18.821133] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:18.857943] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:18.858044] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:18.858087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:18.858120] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:18.861416] [DEBUG] [FORECASTER] VYX: Forecast T+1@11:T+2@11: DOWN (p=19.71%) [2025-10-09T00:09:18.861740] [INFO ] [FORECASTER] Completed predict_future for VYX [2025-10-09T00:09:18.861895] [INFO ] [sig ] VYX: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:19.008288] [INFO ] [LOCAL ] Saved forecast: VYX 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VYX.txt [2025-10-09T00:09:19.008557] [WARN ] [sig ] [2112/2211] Failed VYX after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 19.6s [2025-10-09T00:09:19.008634] [INFO ] [sig ] [2113/2211] Forecasting VZ... [2025-10-09T00:09:19.008729] [INFO ] [sig ] Generating forecast for: VZ [2025-10-09T00:09:19.008808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VZ' from 'https://tdm.silogroup.org/data/derivative_storage/VZ.csv'. [2025-10-09T00:09:19.018974] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'VZ'. [2025-10-09T00:09:19.019323] [INFO ] [FORECASTER] Starting predict_future for VZ [2025-10-09T00:09:19.044404] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:19.045180] [DEBUG] [LOCAL ] No optimal features file found for VZ: ./output/feature-sets/VZ.txt [2025-10-09T00:09:19.045255] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:19.045325] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:19.045390] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:19.045495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:19.065944] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:19.066535] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:19.066636] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:19.066728] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:19.104876] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:19.104973] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:19.105014] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:19.105050] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:19.108282] [DEBUG] [FORECASTER] VZ: Forecast T+1@11:T+2@11: DOWN (p=6.93%) [2025-10-09T00:09:19.108568] [INFO ] [FORECASTER] Completed predict_future for VZ [2025-10-09T00:09:19.108737] [INFO ] [sig ] VZ: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:19.253936] [INFO ] [LOCAL ] Saved forecast: VZ 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/VZ.txt [2025-10-09T00:09:19.254180] [WARN ] [sig ] [2113/2211] Failed VZ after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 19.4s [2025-10-09T00:09:19.254263] [INFO ] [sig ] [2114/2211] Forecasting W... [2025-10-09T00:09:19.254333] [INFO ] [sig ] Generating forecast for: W [2025-10-09T00:09:19.254406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'W' from 'https://tdm.silogroup.org/data/derivative_storage/W.csv'. [2025-10-09T00:09:19.267936] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'W'. [2025-10-09T00:09:19.268331] [INFO ] [FORECASTER] Starting predict_future for W [2025-10-09T00:09:19.295523] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:19.296331] [DEBUG] [LOCAL ] No optimal features file found for W: ./output/feature-sets/W.txt [2025-10-09T00:09:19.296412] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:19.296493] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:19.296563] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:19.296680] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:19.314669] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:19.315278] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:19.315383] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:19.315449] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:19.354638] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:19.354788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:19.354832] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:19.354866] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:19.358164] [DEBUG] [FORECASTER] W: Forecast T+1@11:T+2@11: UP (p=97.65%) [2025-10-09T00:09:19.358445] [INFO ] [FORECASTER] Completed predict_future for W [2025-10-09T00:09:19.358596] [INFO ] [sig ] W: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:19.500297] [INFO ] [LOCAL ] Saved forecast: W 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/W.txt [2025-10-09T00:09:19.500560] [WARN ] [sig ] [2114/2211] Failed W after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 19.2s [2025-10-09T00:09:19.500638] [INFO ] [sig ] [2115/2211] Forecasting WAB... [2025-10-09T00:09:19.500732] [INFO ] [sig ] Generating forecast for: WAB [2025-10-09T00:09:19.500803] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WAB' from 'https://tdm.silogroup.org/data/derivative_storage/WAB.csv'. [2025-10-09T00:09:19.510985] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WAB'. [2025-10-09T00:09:19.511329] [INFO ] [FORECASTER] Starting predict_future for WAB [2025-10-09T00:09:19.536416] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:19.537199] [DEBUG] [LOCAL ] No optimal features file found for WAB: ./output/feature-sets/WAB.txt [2025-10-09T00:09:19.537275] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:19.537346] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:19.537415] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:19.537509] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:19.554787] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:19.555357] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:19.555461] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:19.555528] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:19.593202] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:19.593312] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:19.593353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:19.593387] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:19.596582] [DEBUG] [FORECASTER] WAB: Forecast T+1@11:T+2@11: DOWN (p=33.38%) [2025-10-09T00:09:19.596925] [INFO ] [FORECASTER] Completed predict_future for WAB [2025-10-09T00:09:19.597072] [INFO ] [sig ] WAB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:19.739613] [INFO ] [LOCAL ] Saved forecast: WAB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WAB.txt [2025-10-09T00:09:19.739897] [WARN ] [sig ] [2115/2211] Failed WAB after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 19.0s [2025-10-09T00:09:19.739976] [INFO ] [sig ] [2116/2211] Forecasting WAL... [2025-10-09T00:09:19.740082] [INFO ] [sig ] Generating forecast for: WAL [2025-10-09T00:09:19.740157] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WAL' from 'https://tdm.silogroup.org/data/derivative_storage/WAL.csv'. [2025-10-09T00:09:19.750268] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WAL'. [2025-10-09T00:09:19.750614] [INFO ] [FORECASTER] Starting predict_future for WAL [2025-10-09T00:09:19.776746] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:19.777517] [DEBUG] [LOCAL ] No optimal features file found for WAL: ./output/feature-sets/WAL.txt [2025-10-09T00:09:19.777599] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:19.777682] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:19.777758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:19.777861] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:19.798636] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:19.799315] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:19.799418] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:19.799505] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:19.828087] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:19.828197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:19.828238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:19.828270] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:19.831504] [DEBUG] [FORECASTER] WAL: Forecast T+1@11:T+2@11: DOWN (p=3.00%) [2025-10-09T00:09:19.831846] [INFO ] [FORECASTER] Completed predict_future for WAL [2025-10-09T00:09:19.831990] [INFO ] [sig ] WAL: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:19.980155] [INFO ] [LOCAL ] Saved forecast: WAL 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WAL.txt [2025-10-09T00:09:19.980403] [WARN ] [sig ] [2116/2211] Failed WAL after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 18.8s [2025-10-09T00:09:19.980482] [INFO ] [sig ] [2117/2211] Forecasting WAT... [2025-10-09T00:09:19.980563] [INFO ] [sig ] Generating forecast for: WAT [2025-10-09T00:09:19.980667] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WAT' from 'https://tdm.silogroup.org/data/derivative_storage/WAT.csv'. [2025-10-09T00:09:19.992705] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WAT'. [2025-10-09T00:09:19.993167] [INFO ] [FORECASTER] Starting predict_future for WAT [2025-10-09T00:09:20.020097] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:20.020973] [DEBUG] [LOCAL ] No optimal features file found for WAT: ./output/feature-sets/WAT.txt [2025-10-09T00:09:20.021053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:20.021140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:20.021211] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:20.021372] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:20.039701] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:20.040359] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:20.040467] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:20.040575] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:20.068744] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:20.068843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:20.068886] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:20.068921] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:20.072263] [DEBUG] [FORECASTER] WAT: Forecast T+1@11:T+2@11: UP (p=65.18%) [2025-10-09T00:09:20.072551] [INFO ] [FORECASTER] Completed predict_future for WAT [2025-10-09T00:09:20.072715] [INFO ] [sig ] WAT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:20.221757] [INFO ] [LOCAL ] Saved forecast: WAT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WAT.txt [2025-10-09T00:09:20.221997] [WARN ] [sig ] [2117/2211] Failed WAT after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 18.6s [2025-10-09T00:09:20.222098] [INFO ] [sig ] [2118/2211] Forecasting WBS... [2025-10-09T00:09:20.222198] [INFO ] [sig ] Generating forecast for: WBS [2025-10-09T00:09:20.222292] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WBS' from 'https://tdm.silogroup.org/data/derivative_storage/WBS.csv'. [2025-10-09T00:09:20.236510] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WBS'. [2025-10-09T00:09:20.236934] [INFO ] [FORECASTER] Starting predict_future for WBS [2025-10-09T00:09:20.262821] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:20.263809] [DEBUG] [LOCAL ] No optimal features file found for WBS: ./output/feature-sets/WBS.txt [2025-10-09T00:09:20.263887] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:20.264031] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:20.264102] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:20.264222] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:20.282184] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:20.282869] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:20.282972] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:20.283057] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:20.315104] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:20.315223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:20.315267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:20.315304] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:20.319013] [DEBUG] [FORECASTER] WBS: Forecast T+1@11:T+2@11: DOWN (p=1.51%) [2025-10-09T00:09:20.319497] [INFO ] [FORECASTER] Completed predict_future for WBS [2025-10-09T00:09:20.319774] [INFO ] [sig ] WBS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:20.466424] [INFO ] [LOCAL ] Saved forecast: WBS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WBS.txt [2025-10-09T00:09:20.466701] [WARN ] [sig ] [2118/2211] Failed WBS after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 18.4s [2025-10-09T00:09:20.466782] [INFO ] [sig ] [2119/2211] Forecasting WBX... [2025-10-09T00:09:20.466857] [INFO ] [sig ] Generating forecast for: WBX [2025-10-09T00:09:20.466934] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WBX' from 'https://tdm.silogroup.org/data/derivative_storage/WBX.csv'. [2025-10-09T00:09:20.476607] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WBX'. [2025-10-09T00:09:20.476959] [INFO ] [FORECASTER] Starting predict_future for WBX [2025-10-09T00:09:20.503080] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:20.503951] [DEBUG] [LOCAL ] No optimal features file found for WBX: ./output/feature-sets/WBX.txt [2025-10-09T00:09:20.504031] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:20.504124] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:20.504210] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:20.504342] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:20.522923] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:20.523552] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:20.523681] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:20.523771] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:20.553005] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:20.553153] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:20.553203] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:20.553238] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:20.556666] [DEBUG] [FORECASTER] WBX: Forecast T+1@11:T+2@11: UP (p=70.98%) [2025-10-09T00:09:20.557015] [INFO ] [FORECASTER] Completed predict_future for WBX [2025-10-09T00:09:20.557164] [INFO ] [sig ] WBX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:20.704391] [INFO ] [LOCAL ] Saved forecast: WBX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WBX.txt [2025-10-09T00:09:20.704660] [WARN ] [sig ] [2119/2211] Failed WBX after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 18.2s [2025-10-09T00:09:20.704748] [INFO ] [sig ] [2120/2211] Forecasting WCC... [2025-10-09T00:09:20.704808] [INFO ] [sig ] Generating forecast for: WCC [2025-10-09T00:09:20.704882] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WCC' from 'https://tdm.silogroup.org/data/derivative_storage/WCC.csv'. [2025-10-09T00:09:20.715265] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WCC'. [2025-10-09T00:09:20.715618] [INFO ] [FORECASTER] Starting predict_future for WCC [2025-10-09T00:09:20.741951] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:20.742809] [DEBUG] [LOCAL ] No optimal features file found for WCC: ./output/feature-sets/WCC.txt [2025-10-09T00:09:20.742891] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:20.742975] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:20.743056] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:20.743190] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:20.761563] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:20.762223] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:20.762329] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:20.762414] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:20.792912] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:20.793049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:20.793093] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:20.793128] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:20.796579] [DEBUG] [FORECASTER] WCC: Forecast T+1@11:T+2@11: DOWN (p=47.09%) [2025-10-09T00:09:20.796897] [INFO ] [FORECASTER] Completed predict_future for WCC [2025-10-09T00:09:20.797042] [INFO ] [sig ] WCC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:20.939360] [INFO ] [LOCAL ] Saved forecast: WCC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WCC.txt [2025-10-09T00:09:20.939666] [WARN ] [sig ] [2120/2211] Failed WCC after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 18.0s [2025-10-09T00:09:20.939747] [INFO ] [sig ] [2121/2211] Forecasting WCN... [2025-10-09T00:09:20.939829] [INFO ] [sig ] Generating forecast for: WCN [2025-10-09T00:09:20.939913] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WCN' from 'https://tdm.silogroup.org/data/derivative_storage/WCN.csv'. [2025-10-09T00:09:20.949759] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WCN'. [2025-10-09T00:09:20.950098] [INFO ] [FORECASTER] Starting predict_future for WCN [2025-10-09T00:09:20.975335] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:20.976196] [DEBUG] [LOCAL ] No optimal features file found for WCN: ./output/feature-sets/WCN.txt [2025-10-09T00:09:20.976275] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:20.976357] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:20.976435] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:20.976554] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:20.994478] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:20.995298] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:20.995410] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:20.995488] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:21.025400] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:21.025516] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:21.025559] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:21.025591] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:21.028875] [DEBUG] [FORECASTER] WCN: Forecast T+1@11:T+2@11: DOWN (p=6.03%) [2025-10-09T00:09:21.029157] [INFO ] [FORECASTER] Completed predict_future for WCN [2025-10-09T00:09:21.029368] [INFO ] [sig ] WCN: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:21.170058] [INFO ] [LOCAL ] Saved forecast: WCN 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WCN.txt [2025-10-09T00:09:21.170296] [WARN ] [sig ] [2121/2211] Failed WCN after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 17.8s [2025-10-09T00:09:21.170389] [INFO ] [sig ] [2122/2211] Forecasting WD... [2025-10-09T00:09:21.170473] [INFO ] [sig ] Generating forecast for: WD [2025-10-09T00:09:21.170557] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WD' from 'https://tdm.silogroup.org/data/derivative_storage/WD.csv'. [2025-10-09T00:09:21.180489] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WD'. [2025-10-09T00:09:21.180858] [INFO ] [FORECASTER] Starting predict_future for WD [2025-10-09T00:09:21.205980] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:21.206756] [DEBUG] [LOCAL ] No optimal features file found for WD: ./output/feature-sets/WD.txt [2025-10-09T00:09:21.206834] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:21.206906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:21.206973] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:21.207071] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:21.224676] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:21.225253] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:21.225361] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:21.225430] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:21.255044] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:21.255143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:21.255184] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:21.255217] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:21.258340] [DEBUG] [FORECASTER] WD: Forecast T+1@11:T+2@11: DOWN (p=20.99%) [2025-10-09T00:09:21.258616] [INFO ] [FORECASTER] Completed predict_future for WD [2025-10-09T00:09:21.258781] [INFO ] [sig ] WD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:21.399516] [INFO ] [LOCAL ] Saved forecast: WD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WD.txt [2025-10-09T00:09:21.399798] [WARN ] [sig ] [2122/2211] Failed WD after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 17.6s [2025-10-09T00:09:21.399877] [INFO ] [sig ] [2123/2211] Forecasting WDH... [2025-10-09T00:09:21.399947] [INFO ] [sig ] Generating forecast for: WDH [2025-10-09T00:09:21.400017] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WDH' from 'https://tdm.silogroup.org/data/derivative_storage/WDH.csv'. [2025-10-09T00:09:21.410455] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WDH'. [2025-10-09T00:09:21.410820] [INFO ] [FORECASTER] Starting predict_future for WDH [2025-10-09T00:09:21.435892] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:21.436665] [DEBUG] [LOCAL ] No optimal features file found for WDH: ./output/feature-sets/WDH.txt [2025-10-09T00:09:21.436748] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:21.436831] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:21.436917] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:21.437028] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:21.454952] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:21.455537] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:21.455639] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:21.455745] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:21.486139] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:21.486248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:21.486289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:21.486323] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:21.489592] [DEBUG] [FORECASTER] WDH: Forecast T+1@11:T+2@11: UP (p=93.40%) [2025-10-09T00:09:21.489951] [INFO ] [FORECASTER] Completed predict_future for WDH [2025-10-09T00:09:21.490102] [INFO ] [sig ] WDH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:21.630415] [INFO ] [LOCAL ] Saved forecast: WDH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WDH.txt [2025-10-09T00:09:21.630684] [WARN ] [sig ] [2123/2211] Failed WDH after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 17.4s [2025-10-09T00:09:21.630764] [INFO ] [sig ] [2124/2211] Forecasting WDI... [2025-10-09T00:09:21.630845] [INFO ] [sig ] Generating forecast for: WDI [2025-10-09T00:09:21.630927] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WDI' from 'https://tdm.silogroup.org/data/derivative_storage/WDI.csv'. [2025-10-09T00:09:21.640692] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WDI'. [2025-10-09T00:09:21.641022] [INFO ] [FORECASTER] Starting predict_future for WDI [2025-10-09T00:09:21.666154] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:21.666950] [DEBUG] [LOCAL ] No optimal features file found for WDI: ./output/feature-sets/WDI.txt [2025-10-09T00:09:21.667027] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:21.667111] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:21.667194] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:21.667306] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:21.685036] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:21.685635] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:21.685757] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:21.685837] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:21.717737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:21.718045] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:21.718108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:21.718144] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:21.724770] [DEBUG] [FORECASTER] WDI: Forecast T+1@11:T+2@11: UP (p=61.37%) [2025-10-09T00:09:21.725083] [INFO ] [FORECASTER] Completed predict_future for WDI [2025-10-09T00:09:21.725239] [INFO ] [sig ] WDI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:21.866774] [INFO ] [LOCAL ] Saved forecast: WDI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WDI.txt [2025-10-09T00:09:21.867086] [WARN ] [sig ] [2124/2211] Failed WDI after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 17.2s [2025-10-09T00:09:21.867167] [INFO ] [sig ] [2125/2211] Forecasting WDS... [2025-10-09T00:09:21.867250] [INFO ] [sig ] Generating forecast for: WDS [2025-10-09T00:09:21.867336] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WDS' from 'https://tdm.silogroup.org/data/derivative_storage/WDS.csv'. [2025-10-09T00:09:21.878179] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WDS'. [2025-10-09T00:09:21.878511] [INFO ] [FORECASTER] Starting predict_future for WDS [2025-10-09T00:09:21.903967] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:21.904790] [DEBUG] [LOCAL ] No optimal features file found for WDS: ./output/feature-sets/WDS.txt [2025-10-09T00:09:21.904868] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:21.904957] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:21.905026] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:21.905123] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:21.922338] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:21.922960] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:21.923066] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:21.923136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:21.958835] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:21.958936] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:21.958976] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:21.959010] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:21.962169] [DEBUG] [FORECASTER] WDS: Forecast T+1@11:T+2@11: UP (p=94.58%) [2025-10-09T00:09:21.962442] [INFO ] [FORECASTER] Completed predict_future for WDS [2025-10-09T00:09:21.962583] [INFO ] [sig ] WDS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:22.101384] [INFO ] [LOCAL ] Saved forecast: WDS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WDS.txt [2025-10-09T00:09:22.101670] [WARN ] [sig ] [2125/2211] Failed WDS after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 17.0s [2025-10-09T00:09:22.101768] [INFO ] [sig ] [2126/2211] Forecasting WEA... [2025-10-09T00:09:22.101837] [INFO ] [sig ] Generating forecast for: WEA [2025-10-09T00:09:22.101908] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEA' from 'https://tdm.silogroup.org/data/derivative_storage/WEA.csv'. [2025-10-09T00:09:22.111748] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WEA'. [2025-10-09T00:09:22.112101] [INFO ] [FORECASTER] Starting predict_future for WEA [2025-10-09T00:09:22.137202] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:22.138031] [DEBUG] [LOCAL ] No optimal features file found for WEA: ./output/feature-sets/WEA.txt [2025-10-09T00:09:22.138109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:22.138194] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:22.138277] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:22.138407] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:22.156015] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:22.156614] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:22.156740] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:22.156822] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:22.189809] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:22.189918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:22.189959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:22.189991] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:22.193194] [DEBUG] [FORECASTER] WEA: Forecast T+1@11:T+2@11: UP (p=87.40%) [2025-10-09T00:09:22.193478] [INFO ] [FORECASTER] Completed predict_future for WEA [2025-10-09T00:09:22.193622] [INFO ] [sig ] WEA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:22.333637] [INFO ] [LOCAL ] Saved forecast: WEA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WEA.txt [2025-10-09T00:09:22.333953] [WARN ] [sig ] [2126/2211] Failed WEA after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 16.8s [2025-10-09T00:09:22.334034] [INFO ] [sig ] [2127/2211] Forecasting WEAV... [2025-10-09T00:09:22.334104] [INFO ] [sig ] Generating forecast for: WEAV [2025-10-09T00:09:22.334225] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEAV' from 'https://tdm.silogroup.org/data/derivative_storage/WEAV.csv'. [2025-10-09T00:09:22.344327] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WEAV'. [2025-10-09T00:09:22.344697] [INFO ] [FORECASTER] Starting predict_future for WEAV [2025-10-09T00:09:22.370487] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:22.371290] [DEBUG] [LOCAL ] No optimal features file found for WEAV: ./output/feature-sets/WEAV.txt [2025-10-09T00:09:22.371369] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:22.371441] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:22.371536] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:22.371684] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:22.389092] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:22.389751] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:22.389858] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:22.389943] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:22.426205] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:22.426373] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:22.426418] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:22.426451] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:22.429893] [DEBUG] [FORECASTER] WEAV: Forecast T+1@11:T+2@11: DOWN (p=39.93%) [2025-10-09T00:09:22.430184] [INFO ] [FORECASTER] Completed predict_future for WEAV [2025-10-09T00:09:22.430324] [INFO ] [sig ] WEAV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:22.569774] [INFO ] [LOCAL ] Saved forecast: WEAV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WEAV.txt [2025-10-09T00:09:22.570073] [WARN ] [sig ] [2127/2211] Failed WEAV after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 16.6s [2025-10-09T00:09:22.570154] [INFO ] [sig ] [2128/2211] Forecasting WEC... [2025-10-09T00:09:22.570224] [INFO ] [sig ] Generating forecast for: WEC [2025-10-09T00:09:22.570354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEC' from 'https://tdm.silogroup.org/data/derivative_storage/WEC.csv'. [2025-10-09T00:09:22.580438] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WEC'. [2025-10-09T00:09:22.580786] [INFO ] [FORECASTER] Starting predict_future for WEC [2025-10-09T00:09:22.605833] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:22.606590] [DEBUG] [LOCAL ] No optimal features file found for WEC: ./output/feature-sets/WEC.txt [2025-10-09T00:09:22.606691] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:22.606775] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:22.606858] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:22.606979] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:22.624403] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:22.625047] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:22.625152] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:22.625235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:22.659978] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:22.660082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:22.660122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:22.660154] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:22.663304] [DEBUG] [FORECASTER] WEC: Forecast T+1@11:T+2@11: DOWN (p=7.78%) [2025-10-09T00:09:22.663582] [INFO ] [FORECASTER] Completed predict_future for WEC [2025-10-09T00:09:22.663760] [INFO ] [sig ] WEC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:22.803312] [INFO ] [LOCAL ] Saved forecast: WEC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WEC.txt [2025-10-09T00:09:22.803614] [WARN ] [sig ] [2128/2211] Failed WEC after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 16.4s [2025-10-09T00:09:22.803721] [INFO ] [sig ] [2129/2211] Forecasting WELL... [2025-10-09T00:09:22.803805] [INFO ] [sig ] Generating forecast for: WELL [2025-10-09T00:09:22.803891] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WELL' from 'https://tdm.silogroup.org/data/derivative_storage/WELL.csv'. [2025-10-09T00:09:22.814096] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WELL'. [2025-10-09T00:09:22.814568] [INFO ] [FORECASTER] Starting predict_future for WELL [2025-10-09T00:09:22.840004] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:22.840870] [DEBUG] [LOCAL ] No optimal features file found for WELL: ./output/feature-sets/WELL.txt [2025-10-09T00:09:22.840950] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:22.841035] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:22.841121] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:22.841234] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:22.858612] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:22.859246] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:22.859371] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:22.859454] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:22.899918] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:22.900064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:22.900107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:22.900140] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:22.903513] [DEBUG] [FORECASTER] WELL: Forecast T+1@11:T+2@11: UP (p=91.68%) [2025-10-09T00:09:22.903846] [INFO ] [FORECASTER] Completed predict_future for WELL [2025-10-09T00:09:22.904010] [INFO ] [sig ] WELL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:23.044067] [INFO ] [LOCAL ] Saved forecast: WELL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WELL.txt [2025-10-09T00:09:23.044360] [WARN ] [sig ] [2129/2211] Failed WELL after 0.2s | 5.06 sym/s | Total: 7.0m | ETA: 16.2s [2025-10-09T00:09:23.044441] [INFO ] [sig ] [2130/2211] Forecasting WES... [2025-10-09T00:09:23.044511] [INFO ] [sig ] Generating forecast for: WES [2025-10-09T00:09:23.044677] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WES' from 'https://tdm.silogroup.org/data/derivative_storage/WES.csv'. [2025-10-09T00:09:23.055590] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WES'. [2025-10-09T00:09:23.056001] [INFO ] [FORECASTER] Starting predict_future for WES [2025-10-09T00:09:23.081325] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:23.082150] [DEBUG] [LOCAL ] No optimal features file found for WES: ./output/feature-sets/WES.txt [2025-10-09T00:09:23.082230] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:23.082303] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:23.082398] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:23.082523] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:23.100204] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:23.100865] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:23.100972] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:23.101054] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:23.133313] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:23.133431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:23.133480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:23.133514] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:23.136795] [DEBUG] [FORECASTER] WES: Forecast T+1@11:T+2@11: DOWN (p=10.75%) [2025-10-09T00:09:23.137101] [INFO ] [FORECASTER] Completed predict_future for WES [2025-10-09T00:09:23.137248] [INFO ] [sig ] WES: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:23.275876] [INFO ] [LOCAL ] Saved forecast: WES 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WES.txt [2025-10-09T00:09:23.276140] [WARN ] [sig ] [2130/2211] Failed WES after 0.2s | 5.05 sym/s | Total: 7.0m | ETA: 16.0s [2025-10-09T00:09:23.276218] [INFO ] [sig ] [2131/2211] Forecasting WEX... [2025-10-09T00:09:23.276294] [INFO ] [sig ] Generating forecast for: WEX [2025-10-09T00:09:23.276363] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEX' from 'https://tdm.silogroup.org/data/derivative_storage/WEX.csv'. [2025-10-09T00:09:23.286952] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WEX'. [2025-10-09T00:09:23.287296] [INFO ] [FORECASTER] Starting predict_future for WEX [2025-10-09T00:09:23.312396] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:23.313174] [DEBUG] [LOCAL ] No optimal features file found for WEX: ./output/feature-sets/WEX.txt [2025-10-09T00:09:23.313253] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:23.313325] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:23.313395] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:23.313493] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:23.330804] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:23.331374] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:23.331479] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:23.331549] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:23.371741] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:23.371847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:23.371888] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:23.371920] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:23.375067] [DEBUG] [FORECASTER] WEX: Forecast T+1@11:T+2@11: UP (p=81.70%) [2025-10-09T00:09:23.375342] [INFO ] [FORECASTER] Completed predict_future for WEX [2025-10-09T00:09:23.375483] [INFO ] [sig ] WEX: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:23.518266] [INFO ] [LOCAL ] Saved forecast: WEX 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WEX.txt [2025-10-09T00:09:23.518529] [WARN ] [sig ] [2131/2211] Failed WEX after 0.2s | 5.05 sym/s | Total: 7.0m | ETA: 15.8s [2025-10-09T00:09:23.518608] [INFO ] [sig ] [2132/2211] Forecasting WF... [2025-10-09T00:09:23.518704] [INFO ] [sig ] Generating forecast for: WF [2025-10-09T00:09:23.518775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WF' from 'https://tdm.silogroup.org/data/derivative_storage/WF.csv'. [2025-10-09T00:09:23.531206] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WF'. [2025-10-09T00:09:23.531608] [INFO ] [FORECASTER] Starting predict_future for WF [2025-10-09T00:09:23.557313] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:23.558429] [DEBUG] [LOCAL ] No optimal features file found for WF: ./output/feature-sets/WF.txt [2025-10-09T00:09:23.558510] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:23.558613] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:23.558726] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:23.558839] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:23.576662] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:23.577262] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:23.577369] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:23.577453] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:23.620296] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:23.620421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:23.620463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:23.620496] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:23.623839] [DEBUG] [FORECASTER] WF: Forecast T+1@11:T+2@11: DOWN (p=5.34%) [2025-10-09T00:09:23.624125] [INFO ] [FORECASTER] Completed predict_future for WF [2025-10-09T00:09:23.624270] [INFO ] [sig ] WF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:23.764637] [INFO ] [LOCAL ] Saved forecast: WF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WF.txt [2025-10-09T00:09:23.764943] [WARN ] [sig ] [2132/2211] Failed WF after 0.2s | 5.05 sym/s | Total: 7.0m | ETA: 15.6s [2025-10-09T00:09:23.765024] [INFO ] [sig ] [2133/2211] Forecasting WFC... [2025-10-09T00:09:23.765094] [INFO ] [sig ] Generating forecast for: WFC [2025-10-09T00:09:23.765190] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WFC' from 'https://tdm.silogroup.org/data/derivative_storage/WFC.csv'. [2025-10-09T00:09:23.776075] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WFC'. [2025-10-09T00:09:23.776453] [INFO ] [FORECASTER] Starting predict_future for WFC [2025-10-09T00:09:23.801842] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:23.802622] [DEBUG] [LOCAL ] No optimal features file found for WFC: ./output/feature-sets/WFC.txt [2025-10-09T00:09:23.802719] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:23.802795] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:23.802864] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:23.802961] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:23.821071] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:23.821861] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:23.821968] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:23.822039] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:23.858025] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:23.858146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:23.858187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:23.858221] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:23.861536] [DEBUG] [FORECASTER] WFC: Forecast T+1@11:T+2@11: DOWN (p=25.58%) [2025-10-09T00:09:23.861853] [INFO ] [FORECASTER] Completed predict_future for WFC [2025-10-09T00:09:23.862009] [INFO ] [sig ] WFC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:24.002017] [INFO ] [LOCAL ] Saved forecast: WFC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WFC.txt [2025-10-09T00:09:24.002305] [WARN ] [sig ] [2133/2211] Failed WFC after 0.2s | 5.05 sym/s | Total: 7.0m | ETA: 15.4s [2025-10-09T00:09:24.002384] [INFO ] [sig ] [2134/2211] Forecasting WFG... [2025-10-09T00:09:24.002453] [INFO ] [sig ] Generating forecast for: WFG [2025-10-09T00:09:24.002523] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WFG' from 'https://tdm.silogroup.org/data/derivative_storage/WFG.csv'. [2025-10-09T00:09:24.015681] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WFG'. [2025-10-09T00:09:24.016168] [INFO ] [FORECASTER] Starting predict_future for WFG [2025-10-09T00:09:24.042039] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:24.042840] [DEBUG] [LOCAL ] No optimal features file found for WFG: ./output/feature-sets/WFG.txt [2025-10-09T00:09:24.042919] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:24.043007] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:24.043091] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:24.043223] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:24.060967] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:24.061573] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:24.061706] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:24.061794] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:24.096325] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:24.096432] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:24.096474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:24.096508] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:24.099912] [DEBUG] [FORECASTER] WFG: Forecast T+1@11:T+2@11: UP (p=53.53%) [2025-10-09T00:09:24.100193] [INFO ] [FORECASTER] Completed predict_future for WFG [2025-10-09T00:09:24.100332] [INFO ] [sig ] WFG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:24.241179] [INFO ] [LOCAL ] Saved forecast: WFG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WFG.txt [2025-10-09T00:09:24.241425] [WARN ] [sig ] [2134/2211] Failed WFG after 0.2s | 5.05 sym/s | Total: 7.0m | ETA: 15.2s [2025-10-09T00:09:24.241504] [INFO ] [sig ] [2135/2211] Forecasting WGO... [2025-10-09T00:09:24.241574] [INFO ] [sig ] Generating forecast for: WGO [2025-10-09T00:09:24.241686] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WGO' from 'https://tdm.silogroup.org/data/derivative_storage/WGO.csv'. [2025-10-09T00:09:24.251023] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WGO'. [2025-10-09T00:09:24.251338] [INFO ] [FORECASTER] Starting predict_future for WGO [2025-10-09T00:09:24.276710] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:24.277453] [DEBUG] [LOCAL ] No optimal features file found for WGO: ./output/feature-sets/WGO.txt [2025-10-09T00:09:24.277533] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:24.277619] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:24.277730] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:24.277876] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:24.295659] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:24.296273] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:24.296380] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:24.296467] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:24.324579] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:24.324704] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:24.324764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:24.324800] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:24.328024] [DEBUG] [FORECASTER] WGO: Forecast T+1@11:T+2@11: UP (p=93.51%) [2025-10-09T00:09:24.328307] [INFO ] [FORECASTER] Completed predict_future for WGO [2025-10-09T00:09:24.328443] [INFO ] [sig ] WGO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:24.469586] [INFO ] [LOCAL ] Saved forecast: WGO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WGO.txt [2025-10-09T00:09:24.469911] [WARN ] [sig ] [2135/2211] Failed WGO after 0.2s | 5.05 sym/s | Total: 7.0m | ETA: 15.0s [2025-10-09T00:09:24.469992] [INFO ] [sig ] [2136/2211] Forecasting WH... [2025-10-09T00:09:24.470073] [INFO ] [sig ] Generating forecast for: WH [2025-10-09T00:09:24.470155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WH' from 'https://tdm.silogroup.org/data/derivative_storage/WH.csv'. [2025-10-09T00:09:24.480101] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WH'. [2025-10-09T00:09:24.480437] [INFO ] [FORECASTER] Starting predict_future for WH [2025-10-09T00:09:24.505741] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:24.506725] [DEBUG] [LOCAL ] No optimal features file found for WH: ./output/feature-sets/WH.txt [2025-10-09T00:09:24.506812] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:24.506884] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:24.506957] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:24.507106] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:24.524431] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:24.525166] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:24.525275] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:24.525344] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:24.554448] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:24.554695] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:24.554770] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:24.554808] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:24.558769] [DEBUG] [FORECASTER] WH: Forecast T+1@11:T+2@11: DOWN (p=14.38%) [2025-10-09T00:09:24.559181] [INFO ] [FORECASTER] Completed predict_future for WH [2025-10-09T00:09:24.559416] [INFO ] [sig ] WH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:24.702311] [INFO ] [LOCAL ] Saved forecast: WH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WH.txt [2025-10-09T00:09:24.702702] [WARN ] [sig ] [2136/2211] Failed WH after 0.2s | 5.05 sym/s | Total: 7.0m | ETA: 14.8s [2025-10-09T00:09:24.702786] [INFO ] [sig ] [2137/2211] Forecasting WHD... [2025-10-09T00:09:24.702870] [INFO ] [sig ] Generating forecast for: WHD [2025-10-09T00:09:24.702959] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WHD' from 'https://tdm.silogroup.org/data/derivative_storage/WHD.csv'. [2025-10-09T00:09:24.713854] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WHD'. [2025-10-09T00:09:24.714305] [INFO ] [FORECASTER] Starting predict_future for WHD [2025-10-09T00:09:24.740269] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:24.741152] [DEBUG] [LOCAL ] No optimal features file found for WHD: ./output/feature-sets/WHD.txt [2025-10-09T00:09:24.741232] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:24.741306] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:24.741389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:24.741560] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:24.759897] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:24.760936] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:24.761054] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:24.761143] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:24.797715] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:24.797943] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:24.798012] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:24.798049] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:24.802064] [DEBUG] [FORECASTER] WHD: Forecast T+1@11:T+2@11: UP (p=89.45%) [2025-10-09T00:09:24.802452] [INFO ] [FORECASTER] Completed predict_future for WHD [2025-10-09T00:09:24.802620] [INFO ] [sig ] WHD: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:24.944880] [INFO ] [LOCAL ] Saved forecast: WHD 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WHD.txt [2025-10-09T00:09:24.945233] [WARN ] [sig ] [2137/2211] Failed WHD after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 14.6s [2025-10-09T00:09:24.945317] [INFO ] [sig ] [2138/2211] Forecasting WHG... [2025-10-09T00:09:24.945389] [INFO ] [sig ] Generating forecast for: WHG [2025-10-09T00:09:24.945537] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WHG' from 'https://tdm.silogroup.org/data/derivative_storage/WHG.csv'. [2025-10-09T00:09:24.955478] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WHG'. [2025-10-09T00:09:24.956013] [INFO ] [FORECASTER] Starting predict_future for WHG [2025-10-09T00:09:24.982752] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:24.983704] [DEBUG] [LOCAL ] No optimal features file found for WHG: ./output/feature-sets/WHG.txt [2025-10-09T00:09:24.983789] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:24.983861] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:24.983930] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:24.984029] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:25.001515] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:25.002487] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:25.002613] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:25.002707] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:25.038810] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:25.039030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:25.039080] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:25.039114] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:25.043180] [DEBUG] [FORECASTER] WHG: Forecast T+1@11:T+2@11: DOWN (p=41.93%) [2025-10-09T00:09:25.043609] [INFO ] [FORECASTER] Completed predict_future for WHG [2025-10-09T00:09:25.043821] [INFO ] [sig ] WHG: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:25.183758] [INFO ] [LOCAL ] Saved forecast: WHG 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WHG.txt [2025-10-09T00:09:25.184122] [WARN ] [sig ] [2138/2211] Failed WHG after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 14.5s [2025-10-09T00:09:25.184206] [INFO ] [sig ] [2139/2211] Forecasting WHR... [2025-10-09T00:09:25.184276] [INFO ] [sig ] Generating forecast for: WHR [2025-10-09T00:09:25.184419] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WHR' from 'https://tdm.silogroup.org/data/derivative_storage/WHR.csv'. [2025-10-09T00:09:25.195117] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WHR'. [2025-10-09T00:09:25.195625] [INFO ] [FORECASTER] Starting predict_future for WHR [2025-10-09T00:09:25.222142] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:25.223070] [DEBUG] [LOCAL ] No optimal features file found for WHR: ./output/feature-sets/WHR.txt [2025-10-09T00:09:25.223153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:25.223239] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:25.223345] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:25.223457] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:25.241025] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:25.241967] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:25.242085] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:25.242169] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:25.280145] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:25.280360] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:25.280408] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:25.280441] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:25.284131] [DEBUG] [FORECASTER] WHR: Forecast T+1@11:T+2@11: UP (p=91.27%) [2025-10-09T00:09:25.284474] [INFO ] [FORECASTER] Completed predict_future for WHR [2025-10-09T00:09:25.284629] [INFO ] [sig ] WHR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:25.426669] [INFO ] [LOCAL ] Saved forecast: WHR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WHR.txt [2025-10-09T00:09:25.426925] [WARN ] [sig ] [2139/2211] Failed WHR after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 14.3s [2025-10-09T00:09:25.427003] [INFO ] [sig ] [2140/2211] Forecasting WIA... [2025-10-09T00:09:25.427073] [INFO ] [sig ] Generating forecast for: WIA [2025-10-09T00:09:25.427144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WIA' from 'https://tdm.silogroup.org/data/derivative_storage/WIA.csv'. [2025-10-09T00:09:25.436531] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WIA'. [2025-10-09T00:09:25.436860] [INFO ] [FORECASTER] Starting predict_future for WIA [2025-10-09T00:09:25.462074] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:25.462896] [DEBUG] [LOCAL ] No optimal features file found for WIA: ./output/feature-sets/WIA.txt [2025-10-09T00:09:25.462973] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:25.463056] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:25.463140] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:25.463253] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:25.480564] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:25.481175] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:25.481277] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:25.481358] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:25.515210] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:25.515299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:25.515340] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:25.515372] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:25.518481] [DEBUG] [FORECASTER] WIA: Forecast T+1@11:T+2@11: UP (p=54.75%) [2025-10-09T00:09:25.518798] [INFO ] [FORECASTER] Completed predict_future for WIA [2025-10-09T00:09:25.518946] [INFO ] [sig ] WIA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:25.657260] [INFO ] [LOCAL ] Saved forecast: WIA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WIA.txt [2025-10-09T00:09:25.657495] [WARN ] [sig ] [2140/2211] Failed WIA after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 14.1s [2025-10-09T00:09:25.657589] [INFO ] [sig ] [2141/2211] Forecasting WINN... [2025-10-09T00:09:25.657698] [INFO ] [sig ] Generating forecast for: WINN [2025-10-09T00:09:25.657786] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WINN' from 'https://tdm.silogroup.org/data/derivative_storage/WINN.csv'. [2025-10-09T00:09:25.667752] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'WINN'. [2025-10-09T00:09:25.668077] [INFO ] [FORECASTER] Starting predict_future for WINN [2025-10-09T00:09:25.693363] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:25.694135] [DEBUG] [LOCAL ] No optimal features file found for WINN: ./output/feature-sets/WINN.txt [2025-10-09T00:09:25.694213] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:25.694297] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:25.694380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:25.694503] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:25.711889] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:25.712483] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:25.712587] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:25.712696] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:25.747046] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:25.747131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:25.747171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:25.747204] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:25.750269] [DEBUG] [FORECASTER] WINN: Forecast T+1@11:T+2@11: UP (p=81.07%) [2025-10-09T00:09:25.750538] [INFO ] [FORECASTER] Completed predict_future for WINN [2025-10-09T00:09:25.750705] [INFO ] [sig ] WINN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:25.890420] [INFO ] [LOCAL ] Saved forecast: WINN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WINN.txt [2025-10-09T00:09:25.890665] [WARN ] [sig ] [2141/2211] Failed WINN after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 13.9s [2025-10-09T00:09:25.890745] [INFO ] [sig ] [2142/2211] Forecasting WIT... [2025-10-09T00:09:25.890832] [INFO ] [sig ] Generating forecast for: WIT [2025-10-09T00:09:25.890918] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WIT' from 'https://tdm.silogroup.org/data/derivative_storage/WIT.csv'. [2025-10-09T00:09:25.900569] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WIT'. [2025-10-09T00:09:25.900891] [INFO ] [FORECASTER] Starting predict_future for WIT [2025-10-09T00:09:25.925957] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:25.926729] [DEBUG] [LOCAL ] No optimal features file found for WIT: ./output/feature-sets/WIT.txt [2025-10-09T00:09:25.926807] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:25.926877] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:25.926957] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:25.927114] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:25.944445] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:25.945076] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:25.945178] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:25.945260] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:25.981026] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:25.981114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:25.981154] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:25.981186] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:25.984242] [DEBUG] [FORECASTER] WIT: Forecast T+1@11:T+2@11: DOWN (p=16.35%) [2025-10-09T00:09:25.984513] [INFO ] [FORECASTER] Completed predict_future for WIT [2025-10-09T00:09:25.984669] [INFO ] [sig ] WIT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:26.124067] [INFO ] [LOCAL ] Saved forecast: WIT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WIT.txt [2025-10-09T00:09:26.124297] [WARN ] [sig ] [2142/2211] Failed WIT after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 13.7s [2025-10-09T00:09:26.124375] [INFO ] [sig ] [2143/2211] Forecasting WIW... [2025-10-09T00:09:26.124445] [INFO ] [sig ] Generating forecast for: WIW [2025-10-09T00:09:26.124514] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WIW' from 'https://tdm.silogroup.org/data/derivative_storage/WIW.csv'. [2025-10-09T00:09:26.134310] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WIW'. [2025-10-09T00:09:26.134599] [INFO ] [FORECASTER] Starting predict_future for WIW [2025-10-09T00:09:26.159552] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:26.160296] [DEBUG] [LOCAL ] No optimal features file found for WIW: ./output/feature-sets/WIW.txt [2025-10-09T00:09:26.160374] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:26.160445] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:26.160525] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:26.160703] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:26.177979] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:26.178562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:26.178687] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:26.178772] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:26.214351] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:26.214435] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:26.214475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:26.214508] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:26.217549] [DEBUG] [FORECASTER] WIW: Forecast T+1@11:T+2@11: DOWN (p=8.85%) [2025-10-09T00:09:26.217886] [INFO ] [FORECASTER] Completed predict_future for WIW [2025-10-09T00:09:26.218035] [INFO ] [sig ] WIW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:26.357766] [INFO ] [LOCAL ] Saved forecast: WIW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WIW.txt [2025-10-09T00:09:26.357974] [WARN ] [sig ] [2143/2211] Failed WIW after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 13.5s [2025-10-09T00:09:26.358051] [INFO ] [sig ] [2144/2211] Forecasting WK... [2025-10-09T00:09:26.358121] [INFO ] [sig ] Generating forecast for: WK [2025-10-09T00:09:26.358210] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WK' from 'https://tdm.silogroup.org/data/derivative_storage/WK.csv'. [2025-10-09T00:09:26.368245] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WK'. [2025-10-09T00:09:26.368542] [INFO ] [FORECASTER] Starting predict_future for WK [2025-10-09T00:09:26.393545] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:26.394299] [DEBUG] [LOCAL ] No optimal features file found for WK: ./output/feature-sets/WK.txt [2025-10-09T00:09:26.394377] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:26.394448] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:26.394516] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:26.394633] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:26.412374] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:26.412978] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:26.413080] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:26.413150] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:26.454990] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:26.455102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:26.455165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:26.455201] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:26.458341] [DEBUG] [FORECASTER] WK: Forecast T+1@11:T+2@11: UP (p=99.86%) [2025-10-09T00:09:26.458615] [INFO ] [FORECASTER] Completed predict_future for WK [2025-10-09T00:09:26.458801] [INFO ] [sig ] WK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:26.598270] [INFO ] [LOCAL ] Saved forecast: WK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WK.txt [2025-10-09T00:09:26.598479] [WARN ] [sig ] [2144/2211] Failed WK after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 13.3s [2025-10-09T00:09:26.598557] [INFO ] [sig ] [2145/2211] Forecasting WKC... [2025-10-09T00:09:26.598627] [INFO ] [sig ] Generating forecast for: WKC [2025-10-09T00:09:26.598719] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WKC' from 'https://tdm.silogroup.org/data/derivative_storage/WKC.csv'. [2025-10-09T00:09:26.609885] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WKC'. [2025-10-09T00:09:26.610182] [INFO ] [FORECASTER] Starting predict_future for WKC [2025-10-09T00:09:26.635469] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:26.636429] [DEBUG] [LOCAL ] No optimal features file found for WKC: ./output/feature-sets/WKC.txt [2025-10-09T00:09:26.636508] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:26.636592] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:26.636696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:26.636812] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:26.654270] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:26.654905] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:26.655010] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:26.655092] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:26.695598] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:26.695809] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:26.695871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:26.695906] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:26.699491] [DEBUG] [FORECASTER] WKC: Forecast T+1@11:T+2@11: DOWN (p=14.69%) [2025-10-09T00:09:26.699828] [INFO ] [FORECASTER] Completed predict_future for WKC [2025-10-09T00:09:26.699987] [INFO ] [sig ] WKC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:26.839099] [INFO ] [LOCAL ] Saved forecast: WKC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WKC.txt [2025-10-09T00:09:26.839766] [WARN ] [sig ] [2145/2211] Failed WKC after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 13.1s [2025-10-09T00:09:26.840059] [INFO ] [sig ] [2146/2211] Forecasting WLK... [2025-10-09T00:09:26.840139] [INFO ] [sig ] Generating forecast for: WLK [2025-10-09T00:09:26.840213] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WLK' from 'https://tdm.silogroup.org/data/derivative_storage/WLK.csv'. [2025-10-09T00:09:26.851812] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WLK'. [2025-10-09T00:09:26.852200] [INFO ] [FORECASTER] Starting predict_future for WLK [2025-10-09T00:09:26.877766] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:26.878542] [DEBUG] [LOCAL ] No optimal features file found for WLK: ./output/feature-sets/WLK.txt [2025-10-09T00:09:26.878621] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:26.878724] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:26.878792] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:26.878907] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:26.896328] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:26.896980] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:26.897112] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:26.897181] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:26.933083] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:26.933224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:26.933267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:26.933300] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:26.936727] [DEBUG] [FORECASTER] WLK: Forecast T+1@11:T+2@11: DOWN (p=31.02%) [2025-10-09T00:09:26.937024] [INFO ] [FORECASTER] Completed predict_future for WLK [2025-10-09T00:09:26.937174] [INFO ] [sig ] WLK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:27.076880] [INFO ] [LOCAL ] Saved forecast: WLK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WLK.txt [2025-10-09T00:09:27.077195] [WARN ] [sig ] [2146/2211] Failed WLK after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 12.9s [2025-10-09T00:09:27.077276] [INFO ] [sig ] [2147/2211] Forecasting WLKP... [2025-10-09T00:09:27.077350] [INFO ] [sig ] Generating forecast for: WLKP [2025-10-09T00:09:27.077421] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WLKP' from 'https://tdm.silogroup.org/data/derivative_storage/WLKP.csv'. [2025-10-09T00:09:27.087546] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WLKP'. [2025-10-09T00:09:27.087969] [INFO ] [FORECASTER] Starting predict_future for WLKP [2025-10-09T00:09:27.113355] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:27.114238] [DEBUG] [LOCAL ] No optimal features file found for WLKP: ./output/feature-sets/WLKP.txt [2025-10-09T00:09:27.114316] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:27.114387] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:27.114455] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:27.114553] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:27.131894] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:27.132523] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:27.132633] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:27.132728] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:27.168915] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:27.169066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:27.169110] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:27.169143] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:27.176026] [DEBUG] [FORECASTER] WLKP: Forecast T+1@11:T+2@11: DOWN (p=12.17%) [2025-10-09T00:09:27.176341] [INFO ] [FORECASTER] Completed predict_future for WLKP [2025-10-09T00:09:27.176495] [INFO ] [sig ] WLKP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:27.316152] [INFO ] [LOCAL ] Saved forecast: WLKP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WLKP.txt [2025-10-09T00:09:27.316497] [WARN ] [sig ] [2147/2211] Failed WLKP after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 12.7s [2025-10-09T00:09:27.316593] [INFO ] [sig ] [2148/2211] Forecasting WLY... [2025-10-09T00:09:27.316698] [INFO ] [sig ] Generating forecast for: WLY [2025-10-09T00:09:27.316769] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WLY' from 'https://tdm.silogroup.org/data/derivative_storage/WLY.csv'. [2025-10-09T00:09:27.327893] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WLY'. [2025-10-09T00:09:27.328295] [INFO ] [FORECASTER] Starting predict_future for WLY [2025-10-09T00:09:27.353634] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:27.354422] [DEBUG] [LOCAL ] No optimal features file found for WLY: ./output/feature-sets/WLY.txt [2025-10-09T00:09:27.354501] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:27.354573] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:27.354677] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:27.354791] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:27.372210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:27.372885] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:27.372993] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:27.373076] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:27.410182] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:27.410364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:27.410410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:27.410444] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:27.413998] [DEBUG] [FORECASTER] WLY: Forecast T+1@11:T+2@11: UP (p=90.04%) [2025-10-09T00:09:27.414296] [INFO ] [FORECASTER] Completed predict_future for WLY [2025-10-09T00:09:27.414449] [INFO ] [sig ] WLY: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:27.553914] [INFO ] [LOCAL ] Saved forecast: WLY 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WLY.txt [2025-10-09T00:09:27.554186] [WARN ] [sig ] [2148/2211] Failed WLY after 0.2s | 5.05 sym/s | Total: 7.1m | ETA: 12.5s [2025-10-09T00:09:27.554264] [INFO ] [sig ] [2149/2211] Forecasting WM... [2025-10-09T00:09:27.554335] [INFO ] [sig ] Generating forecast for: WM [2025-10-09T00:09:27.554406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WM' from 'https://tdm.silogroup.org/data/derivative_storage/WM.csv'. [2025-10-09T00:09:27.565520] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WM'. [2025-10-09T00:09:27.565928] [INFO ] [FORECASTER] Starting predict_future for WM [2025-10-09T00:09:27.596628] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:27.597505] [DEBUG] [LOCAL ] No optimal features file found for WM: ./output/feature-sets/WM.txt [2025-10-09T00:09:27.597590] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:27.597704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:27.597788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:27.597907] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:27.618877] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:27.619787] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:27.619906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:27.619991] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:27.656722] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:27.656858] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:27.656903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:27.656937] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:27.661354] [DEBUG] [FORECASTER] WM: Forecast T+1@11:T+2@11: UP (p=93.95%) [2025-10-09T00:09:27.661758] [INFO ] [FORECASTER] Completed predict_future for WM [2025-10-09T00:09:27.661929] [INFO ] [sig ] WM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:27.852507] [INFO ] [LOCAL ] Saved forecast: WM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WM.txt [2025-10-09T00:09:27.852931] [WARN ] [sig ] [2149/2211] Failed WM after 0.3s | 5.05 sym/s | Total: 7.1m | ETA: 12.3s [2025-10-09T00:09:27.853021] [INFO ] [sig ] [2150/2211] Forecasting WMB... [2025-10-09T00:09:27.853300] [INFO ] [sig ] Generating forecast for: WMB [2025-10-09T00:09:27.853388] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMB' from 'https://tdm.silogroup.org/data/derivative_storage/WMB.csv'. [2025-10-09T00:09:27.866962] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WMB'. [2025-10-09T00:09:27.867462] [INFO ] [FORECASTER] Starting predict_future for WMB [2025-10-09T00:09:27.900627] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:27.901855] [DEBUG] [LOCAL ] No optimal features file found for WMB: ./output/feature-sets/WMB.txt [2025-10-09T00:09:27.901964] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:27.902070] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:27.902347] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:27.902493] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:27.926143] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:27.927223] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:27.927366] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:27.927455] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:27.968463] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:27.968698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:27.968769] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:27.968811] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:27.973204] [DEBUG] [FORECASTER] WMB: Forecast T+1@11:T+2@11: DOWN (p=26.55%) [2025-10-09T00:09:27.973584] [INFO ] [FORECASTER] Completed predict_future for WMB [2025-10-09T00:09:27.973800] [INFO ] [sig ] WMB: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:28.170386] [INFO ] [LOCAL ] Saved forecast: WMB 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WMB.txt [2025-10-09T00:09:28.170844] [WARN ] [sig ] [2150/2211] Failed WMB after 0.3s | 5.04 sym/s | Total: 7.1m | ETA: 12.1s [2025-10-09T00:09:28.170977] [INFO ] [sig ] [2151/2211] Forecasting WMK... [2025-10-09T00:09:28.171070] [INFO ] [sig ] Generating forecast for: WMK [2025-10-09T00:09:28.171383] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMK' from 'https://tdm.silogroup.org/data/derivative_storage/WMK.csv'. [2025-10-09T00:09:28.184875] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WMK'. [2025-10-09T00:09:28.185502] [INFO ] [FORECASTER] Starting predict_future for WMK [2025-10-09T00:09:28.227579] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:28.229018] [DEBUG] [LOCAL ] No optimal features file found for WMK: ./output/feature-sets/WMK.txt [2025-10-09T00:09:28.229128] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:28.229219] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:28.229340] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:28.229496] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:28.258570] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:28.260016] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:28.260194] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:28.260283] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:28.307110] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:28.307358] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:28.307425] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:28.307497] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:28.313592] [DEBUG] [FORECASTER] WMK: Forecast T+1@11:T+2@11: UP (p=94.90%) [2025-10-09T00:09:28.314210] [INFO ] [FORECASTER] Completed predict_future for WMK [2025-10-09T00:09:28.314449] [INFO ] [sig ] WMK: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:28.552741] [INFO ] [LOCAL ] Saved forecast: WMK 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WMK.txt [2025-10-09T00:09:28.553156] [WARN ] [sig ] [2151/2211] Failed WMK after 0.4s | 5.04 sym/s | Total: 7.1m | ETA: 11.9s [2025-10-09T00:09:28.553289] [INFO ] [sig ] [2152/2211] Forecasting WMS... [2025-10-09T00:09:28.553399] [INFO ] [sig ] Generating forecast for: WMS [2025-10-09T00:09:28.553508] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMS' from 'https://tdm.silogroup.org/data/derivative_storage/WMS.csv'. [2025-10-09T00:09:28.566511] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WMS'. [2025-10-09T00:09:28.567146] [INFO ] [FORECASTER] Starting predict_future for WMS [2025-10-09T00:09:28.608368] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:28.610161] [DEBUG] [LOCAL ] No optimal features file found for WMS: ./output/feature-sets/WMS.txt [2025-10-09T00:09:28.610345] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:28.610445] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:28.610535] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:28.610708] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:28.638042] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:28.639315] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:28.639464] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:28.639537] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:28.687764] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:28.688182] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:28.688255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:28.688329] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:28.693169] [DEBUG] [FORECASTER] WMS: Forecast T+1@11:T+2@11: DOWN (p=1.73%) [2025-10-09T00:09:28.693591] [INFO ] [FORECASTER] Completed predict_future for WMS [2025-10-09T00:09:28.693807] [INFO ] [sig ] WMS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:28.884201] [INFO ] [LOCAL ] Saved forecast: WMS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WMS.txt [2025-10-09T00:09:28.884531] [WARN ] [sig ] [2152/2211] Failed WMS after 0.3s | 5.04 sym/s | Total: 7.1m | ETA: 11.7s [2025-10-09T00:09:28.884614] [INFO ] [sig ] [2153/2211] Forecasting WMT... [2025-10-09T00:09:28.884708] [INFO ] [sig ] Generating forecast for: WMT [2025-10-09T00:09:28.884782] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMT' from 'https://tdm.silogroup.org/data/derivative_storage/WMT.csv'. [2025-10-09T00:09:28.895941] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WMT'. [2025-10-09T00:09:28.896396] [INFO ] [FORECASTER] Starting predict_future for WMT [2025-10-09T00:09:28.924360] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:28.925328] [DEBUG] [LOCAL ] No optimal features file found for WMT: ./output/feature-sets/WMT.txt [2025-10-09T00:09:28.925417] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:28.925491] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:28.925561] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:28.925711] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:28.944437] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:28.945351] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:28.945466] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:28.945539] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:28.987146] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:28.987362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:28.987415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:28.987452] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:28.991633] [DEBUG] [FORECASTER] WMT: Forecast T+1@11:T+2@11: DOWN (p=12.41%) [2025-10-09T00:09:28.992068] [INFO ] [FORECASTER] Completed predict_future for WMT [2025-10-09T00:09:28.992238] [INFO ] [sig ] WMT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:29.151237] [INFO ] [LOCAL ] Saved forecast: WMT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WMT.txt [2025-10-09T00:09:29.151604] [WARN ] [sig ] [2153/2211] Failed WMT after 0.3s | 5.04 sym/s | Total: 7.1m | ETA: 11.5s [2025-10-09T00:09:29.151724] [INFO ] [sig ] [2154/2211] Forecasting WNC... [2025-10-09T00:09:29.151806] [INFO ] [sig ] Generating forecast for: WNC [2025-10-09T00:09:29.151892] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WNC' from 'https://tdm.silogroup.org/data/derivative_storage/WNC.csv'. [2025-10-09T00:09:29.164366] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WNC'. [2025-10-09T00:09:29.164920] [INFO ] [FORECASTER] Starting predict_future for WNC [2025-10-09T00:09:29.193035] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:29.194009] [DEBUG] [LOCAL ] No optimal features file found for WNC: ./output/feature-sets/WNC.txt [2025-10-09T00:09:29.194090] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:29.194165] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:29.194250] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:29.194381] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:29.213298] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:29.214160] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:29.214272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:29.214354] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:29.257311] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:29.257534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:29.257586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:29.257621] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:29.261431] [DEBUG] [FORECASTER] WNC: Forecast T+1@11:T+2@11: UP (p=50.34%) [2025-10-09T00:09:29.261803] [INFO ] [FORECASTER] Completed predict_future for WNC [2025-10-09T00:09:29.261972] [INFO ] [sig ] WNC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:29.404887] [INFO ] [LOCAL ] Saved forecast: WNC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WNC.txt [2025-10-09T00:09:29.405185] [WARN ] [sig ] [2154/2211] Failed WNC after 0.3s | 5.04 sym/s | Total: 7.1m | ETA: 11.3s [2025-10-09T00:09:29.405266] [INFO ] [sig ] [2155/2211] Forecasting WNS... [2025-10-09T00:09:29.405337] [INFO ] [sig ] Generating forecast for: WNS [2025-10-09T00:09:29.405408] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WNS' from 'https://tdm.silogroup.org/data/derivative_storage/WNS.csv'. [2025-10-09T00:09:29.416063] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WNS'. [2025-10-09T00:09:29.416362] [INFO ] [FORECASTER] Starting predict_future for WNS [2025-10-09T00:09:29.441635] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:29.442383] [DEBUG] [LOCAL ] No optimal features file found for WNS: ./output/feature-sets/WNS.txt [2025-10-09T00:09:29.442460] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:29.442531] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:29.442599] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:29.442720] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:29.460294] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:29.461203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:29.461315] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:29.461385] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:29.496273] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:29.496468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:29.496515] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:29.496549] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:29.500144] [DEBUG] [FORECASTER] WNS: Forecast T+1@11:T+2@11: UP (p=97.79%) [2025-10-09T00:09:29.500436] [INFO ] [FORECASTER] Completed predict_future for WNS [2025-10-09T00:09:29.500581] [INFO ] [sig ] WNS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:29.649608] [INFO ] [LOCAL ] Saved forecast: WNS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WNS.txt [2025-10-09T00:09:29.649945] [WARN ] [sig ] [2155/2211] Failed WNS after 0.2s | 5.04 sym/s | Total: 7.1m | ETA: 11.1s [2025-10-09T00:09:29.650032] [INFO ] [sig ] [2156/2211] Forecasting WOLF... [2025-10-09T00:09:29.650103] [INFO ] [sig ] Generating forecast for: WOLF [2025-10-09T00:09:29.650176] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WOLF' from 'https://tdm.silogroup.org/data/derivative_storage/WOLF.csv'. [2025-10-09T00:09:29.655045] [WARN ] [REMOTE ] Historical data not found for symbol 'WOLF' (404). [2025-10-09T00:09:29.655236] [FATAL] [sig ] WOLF: No historical data fetched. [2025-10-09T00:09:29.655330] [WARN ] [sig ] [2156/2211] Failed WOLF after 0.0s | 5.04 sym/s | Total: 7.1m | ETA: 10.9s [2025-10-09T00:09:29.655423] [INFO ] [sig ] [2157/2211] Forecasting WOR... [2025-10-09T00:09:29.655507] [INFO ] [sig ] Generating forecast for: WOR [2025-10-09T00:09:29.655590] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WOR' from 'https://tdm.silogroup.org/data/derivative_storage/WOR.csv'. [2025-10-09T00:09:29.664561] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WOR'. [2025-10-09T00:09:29.664915] [INFO ] [FORECASTER] Starting predict_future for WOR [2025-10-09T00:09:29.695169] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:29.696055] [DEBUG] [LOCAL ] No optimal features file found for WOR: ./output/feature-sets/WOR.txt [2025-10-09T00:09:29.696132] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:29.696216] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:29.696300] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:29.696414] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:29.717801] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:29.718592] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:29.718724] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:29.718795] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:29.757135] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:29.757358] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:29.757407] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:29.757462] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:29.761322] [DEBUG] [FORECASTER] WOR: Forecast T+1@11:T+2@11: UP (p=90.60%) [2025-10-09T00:09:29.761686] [INFO ] [FORECASTER] Completed predict_future for WOR [2025-10-09T00:09:29.761854] [INFO ] [sig ] WOR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:29.907792] [INFO ] [LOCAL ] Saved forecast: WOR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WOR.txt [2025-10-09T00:09:29.908108] [WARN ] [sig ] [2157/2211] Failed WOR after 0.3s | 5.04 sym/s | Total: 7.1m | ETA: 10.7s [2025-10-09T00:09:29.908191] [INFO ] [sig ] [2158/2211] Forecasting WOW... [2025-10-09T00:09:29.908260] [INFO ] [sig ] Generating forecast for: WOW [2025-10-09T00:09:29.908405] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WOW' from 'https://tdm.silogroup.org/data/derivative_storage/WOW.csv'. [2025-10-09T00:09:29.918504] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WOW'. [2025-10-09T00:09:29.918880] [INFO ] [FORECASTER] Starting predict_future for WOW [2025-10-09T00:09:29.944083] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:29.944906] [DEBUG] [LOCAL ] No optimal features file found for WOW: ./output/feature-sets/WOW.txt [2025-10-09T00:09:29.944983] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:29.945068] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:29.945149] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:29.945263] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:29.962500] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:29.963116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:29.963220] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:29.963269] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:29.998923] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:29.999031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:29.999071] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:29.999104] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:30.002408] [DEBUG] [FORECASTER] WOW: Forecast T+1@11:T+2@11: DOWN (p=9.36%) [2025-10-09T00:09:30.002716] [INFO ] [FORECASTER] Completed predict_future for WOW [2025-10-09T00:09:30.002870] [INFO ] [sig ] WOW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:30.147271] [INFO ] [LOCAL ] Saved forecast: WOW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WOW.txt [2025-10-09T00:09:30.147573] [WARN ] [sig ] [2158/2211] Failed WOW after 0.2s | 5.04 sym/s | Total: 7.1m | ETA: 10.5s [2025-10-09T00:09:30.147678] [INFO ] [sig ] [2159/2211] Forecasting WPC... [2025-10-09T00:09:30.147748] [INFO ] [sig ] Generating forecast for: WPC [2025-10-09T00:09:30.147824] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WPC' from 'https://tdm.silogroup.org/data/derivative_storage/WPC.csv'. [2025-10-09T00:09:30.158134] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WPC'. [2025-10-09T00:09:30.158474] [INFO ] [FORECASTER] Starting predict_future for WPC [2025-10-09T00:09:30.183721] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:30.184489] [DEBUG] [LOCAL ] No optimal features file found for WPC: ./output/feature-sets/WPC.txt [2025-10-09T00:09:30.184567] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:30.184612] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:30.184697] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:30.184811] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:30.202390] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:30.203050] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:30.203154] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:30.203224] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:30.240151] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:30.240266] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:30.240308] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:30.240340] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:30.243676] [DEBUG] [FORECASTER] WPC: Forecast T+1@11:T+2@11: DOWN (p=19.84%) [2025-10-09T00:09:30.243965] [INFO ] [FORECASTER] Completed predict_future for WPC [2025-10-09T00:09:30.244105] [INFO ] [sig ] WPC: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:30.385734] [INFO ] [LOCAL ] Saved forecast: WPC 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WPC.txt [2025-10-09T00:09:30.386002] [WARN ] [sig ] [2159/2211] Failed WPC after 0.2s | 5.04 sym/s | Total: 7.1m | ETA: 10.3s [2025-10-09T00:09:30.386106] [INFO ] [sig ] [2160/2211] Forecasting WPM... [2025-10-09T00:09:30.386190] [INFO ] [sig ] Generating forecast for: WPM [2025-10-09T00:09:30.386278] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WPM' from 'https://tdm.silogroup.org/data/derivative_storage/WPM.csv'. [2025-10-09T00:09:30.395863] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WPM'. [2025-10-09T00:09:30.396190] [INFO ] [FORECASTER] Starting predict_future for WPM [2025-10-09T00:09:30.421585] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:30.422357] [DEBUG] [LOCAL ] No optimal features file found for WPM: ./output/feature-sets/WPM.txt [2025-10-09T00:09:30.422435] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:30.422506] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:30.422572] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:30.422691] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:30.440401] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:30.441058] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:30.441166] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:30.441247] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:30.477543] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:30.477667] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:30.477734] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:30.477771] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:30.480905] [DEBUG] [FORECASTER] WPM: Forecast T+1@11:T+2@11: UP (p=71.46%) [2025-10-09T00:09:30.481181] [INFO ] [FORECASTER] Completed predict_future for WPM [2025-10-09T00:09:30.481316] [INFO ] [sig ] WPM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:30.623061] [INFO ] [LOCAL ] Saved forecast: WPM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WPM.txt [2025-10-09T00:09:30.623403] [WARN ] [sig ] [2160/2211] Failed WPM after 0.2s | 5.04 sym/s | Total: 7.1m | ETA: 10.1s [2025-10-09T00:09:30.623487] [INFO ] [sig ] [2161/2211] Forecasting WPP... [2025-10-09T00:09:30.623557] [INFO ] [sig ] Generating forecast for: WPP [2025-10-09T00:09:30.623607] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WPP' from 'https://tdm.silogroup.org/data/derivative_storage/WPP.csv'. [2025-10-09T00:09:30.633613] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WPP'. [2025-10-09T00:09:30.634098] [INFO ] [FORECASTER] Starting predict_future for WPP [2025-10-09T00:09:30.659370] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:30.660224] [DEBUG] [LOCAL ] No optimal features file found for WPP: ./output/feature-sets/WPP.txt [2025-10-09T00:09:30.660303] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:30.660388] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:30.660468] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:30.660581] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:30.678120] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:30.678970] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:30.679078] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:30.679162] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:30.716572] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:30.716800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:30.716863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:30.716898] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:30.720462] [DEBUG] [FORECASTER] WPP: Forecast T+1@11:T+2@11: UP (p=88.55%) [2025-10-09T00:09:30.720802] [INFO ] [FORECASTER] Completed predict_future for WPP [2025-10-09T00:09:30.720960] [INFO ] [sig ] WPP: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:30.874808] [INFO ] [LOCAL ] Saved forecast: WPP 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WPP.txt [2025-10-09T00:09:30.875190] [WARN ] [sig ] [2161/2211] Failed WPP after 0.3s | 5.04 sym/s | Total: 7.1m | ETA: 9.9s [2025-10-09T00:09:30.875291] [INFO ] [sig ] [2162/2211] Forecasting WRB... [2025-10-09T00:09:30.875376] [INFO ] [sig ] Generating forecast for: WRB [2025-10-09T00:09:30.875463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WRB' from 'https://tdm.silogroup.org/data/derivative_storage/WRB.csv'. [2025-10-09T00:09:30.888389] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WRB'. [2025-10-09T00:09:30.888857] [INFO ] [FORECASTER] Starting predict_future for WRB [2025-10-09T00:09:30.914389] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:30.915142] [DEBUG] [LOCAL ] No optimal features file found for WRB: ./output/feature-sets/WRB.txt [2025-10-09T00:09:30.915219] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:30.915289] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:30.915357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:30.915455] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:30.932869] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:30.933448] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:30.933552] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:30.933621] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:30.971269] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:30.971382] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:30.971423] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:30.971455] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:30.974743] [DEBUG] [FORECASTER] WRB: Forecast T+1@11:T+2@11: UP (p=56.41%) [2025-10-09T00:09:30.975117] [INFO ] [FORECASTER] Completed predict_future for WRB [2025-10-09T00:09:30.975255] [INFO ] [sig ] WRB: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:31.115770] [INFO ] [LOCAL ] Saved forecast: WRB 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WRB.txt [2025-10-09T00:09:31.116034] [WARN ] [sig ] [2162/2211] Failed WRB after 0.2s | 5.04 sym/s | Total: 7.2m | ETA: 9.7s [2025-10-09T00:09:31.116119] [INFO ] [sig ] [2163/2211] Forecasting WRBY... [2025-10-09T00:09:31.116187] [INFO ] [sig ] Generating forecast for: WRBY [2025-10-09T00:09:31.116258] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WRBY' from 'https://tdm.silogroup.org/data/derivative_storage/WRBY.csv'. [2025-10-09T00:09:31.126428] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WRBY'. [2025-10-09T00:09:31.126786] [INFO ] [FORECASTER] Starting predict_future for WRBY [2025-10-09T00:09:31.151934] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:31.152670] [DEBUG] [LOCAL ] No optimal features file found for WRBY: ./output/feature-sets/WRBY.txt [2025-10-09T00:09:31.152748] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:31.152819] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:31.152887] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:31.152989] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:31.170591] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:31.171215] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:31.171317] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:31.171387] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:31.204392] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:31.204491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:31.204532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:31.204565] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:31.207680] [DEBUG] [FORECASTER] WRBY: Forecast T+1@11:T+2@11: DOWN (p=45.67%) [2025-10-09T00:09:31.207966] [INFO ] [FORECASTER] Completed predict_future for WRBY [2025-10-09T00:09:31.208099] [INFO ] [sig ] WRBY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:31.348181] [INFO ] [LOCAL ] Saved forecast: WRBY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WRBY.txt [2025-10-09T00:09:31.348462] [WARN ] [sig ] [2163/2211] Failed WRBY after 0.2s | 5.04 sym/s | Total: 7.2m | ETA: 9.5s [2025-10-09T00:09:31.348541] [INFO ] [sig ] [2164/2211] Forecasting WS... [2025-10-09T00:09:31.348679] [INFO ] [sig ] Generating forecast for: WS [2025-10-09T00:09:31.348753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WS' from 'https://tdm.silogroup.org/data/derivative_storage/WS.csv'. [2025-10-09T00:09:31.358374] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WS'. [2025-10-09T00:09:31.358773] [INFO ] [FORECASTER] Starting predict_future for WS [2025-10-09T00:09:31.384015] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:31.384848] [DEBUG] [LOCAL ] No optimal features file found for WS: ./output/feature-sets/WS.txt [2025-10-09T00:09:31.384927] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:31.384998] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:31.385064] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:31.385165] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:31.402454] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:31.403070] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:31.403175] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:31.403243] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:31.438635] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:31.438758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:31.438800] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:31.438848] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:31.442027] [DEBUG] [FORECASTER] WS: Forecast T+1@11:T+2@11: UP (p=88.69%) [2025-10-09T00:09:31.442305] [INFO ] [FORECASTER] Completed predict_future for WS [2025-10-09T00:09:31.442438] [INFO ] [sig ] WS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:31.582165] [INFO ] [LOCAL ] Saved forecast: WS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WS.txt [2025-10-09T00:09:31.582442] [WARN ] [sig ] [2164/2211] Failed WS after 0.2s | 5.04 sym/s | Total: 7.2m | ETA: 9.3s [2025-10-09T00:09:31.582525] [INFO ] [sig ] [2165/2211] Forecasting WSM... [2025-10-09T00:09:31.582595] [INFO ] [sig ] Generating forecast for: WSM [2025-10-09T00:09:31.582689] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WSM' from 'https://tdm.silogroup.org/data/derivative_storage/WSM.csv'. [2025-10-09T00:09:31.592927] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WSM'. [2025-10-09T00:09:31.593238] [INFO ] [FORECASTER] Starting predict_future for WSM [2025-10-09T00:09:31.618291] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:31.619060] [DEBUG] [LOCAL ] No optimal features file found for WSM: ./output/feature-sets/WSM.txt [2025-10-09T00:09:31.619137] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:31.619207] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:31.619296] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:31.619392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:31.636530] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:31.637135] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:31.637237] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:31.637307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:31.672316] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:31.672445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:31.672487] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:31.672520] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:31.675885] [DEBUG] [FORECASTER] WSM: Forecast T+1@11:T+2@11: UP (p=73.37%) [2025-10-09T00:09:31.676171] [INFO ] [FORECASTER] Completed predict_future for WSM [2025-10-09T00:09:31.676306] [INFO ] [sig ] WSM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:31.818823] [INFO ] [LOCAL ] Saved forecast: WSM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WSM.txt [2025-10-09T00:09:31.819122] [WARN ] [sig ] [2165/2211] Failed WSM after 0.2s | 5.04 sym/s | Total: 7.2m | ETA: 9.1s [2025-10-09T00:09:31.819204] [INFO ] [sig ] [2166/2211] Forecasting WSO... [2025-10-09T00:09:31.819268] [INFO ] [sig ] Generating forecast for: WSO [2025-10-09T00:09:31.819341] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WSO' from 'https://tdm.silogroup.org/data/derivative_storage/WSO.csv'. [2025-10-09T00:09:31.829779] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WSO'. [2025-10-09T00:09:31.830095] [INFO ] [FORECASTER] Starting predict_future for WSO [2025-10-09T00:09:31.855195] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:31.855974] [DEBUG] [LOCAL ] No optimal features file found for WSO: ./output/feature-sets/WSO.txt [2025-10-09T00:09:31.856052] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:31.856123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:31.856192] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:31.856289] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:31.873971] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:31.874573] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:31.874700] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:31.874772] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:31.910517] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:31.910614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:31.910687] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:31.910746] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:31.913836] [DEBUG] [FORECASTER] WSO: Forecast T+1@11:T+2@11: UP (p=97.59%) [2025-10-09T00:09:31.914111] [INFO ] [FORECASTER] Completed predict_future for WSO [2025-10-09T00:09:31.914241] [INFO ] [sig ] WSO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:32.053618] [INFO ] [LOCAL ] Saved forecast: WSO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WSO.txt [2025-10-09T00:09:32.053878] [WARN ] [sig ] [2166/2211] Failed WSO after 0.2s | 5.04 sym/s | Total: 7.2m | ETA: 8.9s [2025-10-09T00:09:32.053955] [INFO ] [sig ] [2167/2211] Forecasting WSR... [2025-10-09T00:09:32.054031] [INFO ] [sig ] Generating forecast for: WSR [2025-10-09T00:09:32.054102] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WSR' from 'https://tdm.silogroup.org/data/derivative_storage/WSR.csv'. [2025-10-09T00:09:32.064098] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WSR'. [2025-10-09T00:09:32.064456] [INFO ] [FORECASTER] Starting predict_future for WSR [2025-10-09T00:09:32.089841] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:32.090583] [DEBUG] [LOCAL ] No optimal features file found for WSR: ./output/feature-sets/WSR.txt [2025-10-09T00:09:32.090683] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:32.090755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:32.090829] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:32.090930] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:32.108231] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:32.108849] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:32.108951] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:32.109018] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:32.134968] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:32.135069] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:32.135113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:32.135148] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:32.138418] [DEBUG] [FORECASTER] WSR: Forecast T+1@11:T+2@11: UP (p=73.07%) [2025-10-09T00:09:32.138727] [INFO ] [FORECASTER] Completed predict_future for WSR [2025-10-09T00:09:32.138890] [INFO ] [sig ] WSR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:32.279456] [INFO ] [LOCAL ] Saved forecast: WSR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WSR.txt [2025-10-09T00:09:32.279804] [WARN ] [sig ] [2167/2211] Failed WSR after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 8.7s [2025-10-09T00:09:32.279885] [INFO ] [sig ] [2168/2211] Forecasting WST... [2025-10-09T00:09:32.279961] [INFO ] [sig ] Generating forecast for: WST [2025-10-09T00:09:32.280032] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WST' from 'https://tdm.silogroup.org/data/derivative_storage/WST.csv'. [2025-10-09T00:09:32.290093] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WST'. [2025-10-09T00:09:32.290409] [INFO ] [FORECASTER] Starting predict_future for WST [2025-10-09T00:09:32.316050] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:32.316939] [DEBUG] [LOCAL ] No optimal features file found for WST: ./output/feature-sets/WST.txt [2025-10-09T00:09:32.317027] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:32.317100] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:32.317169] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:32.317269] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:32.334773] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:32.335372] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:32.335478] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:32.335545] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:32.362491] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:32.362600] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:32.362665] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:32.362732] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:32.366171] [DEBUG] [FORECASTER] WST: Forecast T+1@11:T+2@11: DOWN (p=22.26%) [2025-10-09T00:09:32.366468] [INFO ] [FORECASTER] Completed predict_future for WST [2025-10-09T00:09:32.366603] [INFO ] [sig ] WST: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:32.508862] [INFO ] [LOCAL ] Saved forecast: WST 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WST.txt [2025-10-09T00:09:32.509113] [WARN ] [sig ] [2168/2211] Failed WST after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 8.5s [2025-10-09T00:09:32.509190] [INFO ] [sig ] [2169/2211] Forecasting WT... [2025-10-09T00:09:32.509281] [INFO ] [sig ] Generating forecast for: WT [2025-10-09T00:09:32.509351] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WT' from 'https://tdm.silogroup.org/data/derivative_storage/WT.csv'. [2025-10-09T00:09:32.519787] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WT'. [2025-10-09T00:09:32.520097] [INFO ] [FORECASTER] Starting predict_future for WT [2025-10-09T00:09:32.545497] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:32.546292] [DEBUG] [LOCAL ] No optimal features file found for WT: ./output/feature-sets/WT.txt [2025-10-09T00:09:32.546385] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:32.546461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:32.546530] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:32.546627] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:32.568413] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:32.569693] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:32.569824] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:32.569898] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:32.602771] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:32.602875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:32.602927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:32.602962] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:32.606152] [DEBUG] [FORECASTER] WT: Forecast T+1@11:T+2@11: DOWN (p=13.18%) [2025-10-09T00:09:32.606485] [INFO ] [FORECASTER] Completed predict_future for WT [2025-10-09T00:09:32.606685] [INFO ] [sig ] WT: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:32.748449] [INFO ] [LOCAL ] Saved forecast: WT 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WT.txt [2025-10-09T00:09:32.748733] [WARN ] [sig ] [2169/2211] Failed WT after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 8.3s [2025-10-09T00:09:32.748872] [INFO ] [sig ] [2170/2211] Forecasting WTI... [2025-10-09T00:09:32.748948] [INFO ] [sig ] Generating forecast for: WTI [2025-10-09T00:09:32.749024] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTI' from 'https://tdm.silogroup.org/data/derivative_storage/WTI.csv'. [2025-10-09T00:09:32.759918] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WTI'. [2025-10-09T00:09:32.760228] [INFO ] [FORECASTER] Starting predict_future for WTI [2025-10-09T00:09:32.786505] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:32.787377] [DEBUG] [LOCAL ] No optimal features file found for WTI: ./output/feature-sets/WTI.txt [2025-10-09T00:09:32.787459] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:32.787532] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:32.787602] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:32.787738] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:32.806225] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:32.806921] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:32.807027] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:32.807112] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:32.843575] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:32.843741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:32.843800] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:32.843835] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:32.847167] [DEBUG] [FORECASTER] WTI: Forecast T+1@11:T+2@11: UP (p=91.42%) [2025-10-09T00:09:32.847494] [INFO ] [FORECASTER] Completed predict_future for WTI [2025-10-09T00:09:32.847639] [INFO ] [sig ] WTI: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:32.989039] [INFO ] [LOCAL ] Saved forecast: WTI 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WTI.txt [2025-10-09T00:09:32.989298] [WARN ] [sig ] [2170/2211] Failed WTI after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 8.1s [2025-10-09T00:09:32.989393] [INFO ] [sig ] [2171/2211] Forecasting WTRG... [2025-10-09T00:09:32.989467] [INFO ] [sig ] Generating forecast for: WTRG [2025-10-09T00:09:32.989583] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTRG' from 'https://tdm.silogroup.org/data/derivative_storage/WTRG.csv'. [2025-10-09T00:09:32.999064] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WTRG'. [2025-10-09T00:09:32.999391] [INFO ] [FORECASTER] Starting predict_future for WTRG [2025-10-09T00:09:33.025377] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:33.026214] [DEBUG] [LOCAL ] No optimal features file found for WTRG: ./output/feature-sets/WTRG.txt [2025-10-09T00:09:33.026293] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:33.026368] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:33.026439] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:33.026544] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:33.046938] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:33.047786] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:33.047896] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:33.047981] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:33.081732] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:33.081853] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:33.081898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:33.081934] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:33.085425] [DEBUG] [FORECASTER] WTRG: Forecast T+1@11:T+2@11: UP (p=99.66%) [2025-10-09T00:09:33.085766] [INFO ] [FORECASTER] Completed predict_future for WTRG [2025-10-09T00:09:33.085921] [INFO ] [sig ] WTRG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:33.241319] [INFO ] [LOCAL ] Saved forecast: WTRG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/WTRG.txt [2025-10-09T00:09:33.241597] [WARN ] [sig ] [2171/2211] Failed WTRG after 0.3s | 5.03 sym/s | Total: 7.2m | ETA: 7.9s [2025-10-09T00:09:33.241698] [INFO ] [sig ] [2172/2211] Forecasting WTS... [2025-10-09T00:09:33.241769] [INFO ] [sig ] Generating forecast for: WTS [2025-10-09T00:09:33.241840] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTS' from 'https://tdm.silogroup.org/data/derivative_storage/WTS.csv'. [2025-10-09T00:09:33.251381] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WTS'. [2025-10-09T00:09:33.251710] [INFO ] [FORECASTER] Starting predict_future for WTS [2025-10-09T00:09:33.276867] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:33.277673] [DEBUG] [LOCAL ] No optimal features file found for WTS: ./output/feature-sets/WTS.txt [2025-10-09T00:09:33.277751] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:33.277822] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:33.277890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:33.278001] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:33.300787] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:33.302572] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:33.302719] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:33.302803] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:33.337182] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:33.337294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:33.337356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:33.337393] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:33.340706] [DEBUG] [FORECASTER] WTS: Forecast T+1@11:T+2@11: DOWN (p=11.49%) [2025-10-09T00:09:33.340991] [INFO ] [FORECASTER] Completed predict_future for WTS [2025-10-09T00:09:33.341127] [INFO ] [sig ] WTS: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:33.483168] [INFO ] [LOCAL ] Saved forecast: WTS 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WTS.txt [2025-10-09T00:09:33.483512] [WARN ] [sig ] [2172/2211] Failed WTS after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 7.7s [2025-10-09T00:09:33.483592] [INFO ] [sig ] [2173/2211] Forecasting WTTR... [2025-10-09T00:09:33.483693] [INFO ] [sig ] Generating forecast for: WTTR [2025-10-09T00:09:33.483780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTTR' from 'https://tdm.silogroup.org/data/derivative_storage/WTTR.csv'. [2025-10-09T00:09:33.495329] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WTTR'. [2025-10-09T00:09:33.495700] [INFO ] [FORECASTER] Starting predict_future for WTTR [2025-10-09T00:09:33.521571] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:33.522336] [DEBUG] [LOCAL ] No optimal features file found for WTTR: ./output/feature-sets/WTTR.txt [2025-10-09T00:09:33.522414] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:33.522485] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:33.522554] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:33.522681] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:33.540147] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:33.540795] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:33.540912] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:33.540985] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:33.576624] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:33.576770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:33.576819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:33.576854] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:33.580314] [DEBUG] [FORECASTER] WTTR: Forecast T+1@11:T+2@11: DOWN (p=0.65%) [2025-10-09T00:09:33.580603] [INFO ] [FORECASTER] Completed predict_future for WTTR [2025-10-09T00:09:33.580775] [INFO ] [sig ] WTTR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:33.720668] [INFO ] [LOCAL ] Saved forecast: WTTR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WTTR.txt [2025-10-09T00:09:33.720916] [WARN ] [sig ] [2173/2211] Failed WTTR after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 7.6s [2025-10-09T00:09:33.720993] [INFO ] [sig ] [2174/2211] Forecasting WU... [2025-10-09T00:09:33.721063] [INFO ] [sig ] Generating forecast for: WU [2025-10-09T00:09:33.721130] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WU' from 'https://tdm.silogroup.org/data/derivative_storage/WU.csv'. [2025-10-09T00:09:33.730735] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WU'. [2025-10-09T00:09:33.731046] [INFO ] [FORECASTER] Starting predict_future for WU [2025-10-09T00:09:33.756410] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:33.757217] [DEBUG] [LOCAL ] No optimal features file found for WU: ./output/feature-sets/WU.txt [2025-10-09T00:09:33.757295] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:33.757374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:33.757459] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:33.757574] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:33.775175] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:33.775826] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:33.775927] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:33.776009] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:33.807703] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:33.807796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:33.807837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:33.807870] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:33.811129] [DEBUG] [FORECASTER] WU: Forecast T+1@11:T+2@11: DOWN (p=6.24%) [2025-10-09T00:09:33.811404] [INFO ] [FORECASTER] Completed predict_future for WU [2025-10-09T00:09:33.811537] [INFO ] [sig ] WU: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:33.951292] [INFO ] [LOCAL ] Saved forecast: WU 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WU.txt [2025-10-09T00:09:33.951539] [WARN ] [sig ] [2174/2211] Failed WU after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 7.4s [2025-10-09T00:09:33.951636] [INFO ] [sig ] [2175/2211] Forecasting WWW... [2025-10-09T00:09:33.951733] [INFO ] [sig ] Generating forecast for: WWW [2025-10-09T00:09:33.951827] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WWW' from 'https://tdm.silogroup.org/data/derivative_storage/WWW.csv'. [2025-10-09T00:09:33.962093] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WWW'. [2025-10-09T00:09:33.962412] [INFO ] [FORECASTER] Starting predict_future for WWW [2025-10-09T00:09:33.987492] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:33.988374] [DEBUG] [LOCAL ] No optimal features file found for WWW: ./output/feature-sets/WWW.txt [2025-10-09T00:09:33.988453] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:33.988523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:33.988588] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:33.988705] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:34.006050] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:34.006628] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:34.006751] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:34.006816] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:34.042438] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:34.042608] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:34.042697] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:34.042753] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:34.046521] [DEBUG] [FORECASTER] WWW: Forecast T+1@11:T+2@11: DOWN (p=23.46%) [2025-10-09T00:09:34.046871] [INFO ] [FORECASTER] Completed predict_future for WWW [2025-10-09T00:09:34.047025] [INFO ] [sig ] WWW: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:34.187662] [INFO ] [LOCAL ] Saved forecast: WWW 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WWW.txt [2025-10-09T00:09:34.187937] [WARN ] [sig ] [2175/2211] Failed WWW after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 7.2s [2025-10-09T00:09:34.188017] [INFO ] [sig ] [2176/2211] Forecasting WY... [2025-10-09T00:09:34.188088] [INFO ] [sig ] Generating forecast for: WY [2025-10-09T00:09:34.188160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WY' from 'https://tdm.silogroup.org/data/derivative_storage/WY.csv'. [2025-10-09T00:09:34.198460] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'WY'. [2025-10-09T00:09:34.198819] [INFO ] [FORECASTER] Starting predict_future for WY [2025-10-09T00:09:34.224547] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:34.225305] [DEBUG] [LOCAL ] No optimal features file found for WY: ./output/feature-sets/WY.txt [2025-10-09T00:09:34.225385] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:34.225456] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:34.225525] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:34.225693] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:34.243123] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:34.243827] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:34.243936] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:34.244025] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:34.273405] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:34.273505] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:34.273548] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:34.273583] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:34.276754] [DEBUG] [FORECASTER] WY: Forecast T+1@11:T+2@11: DOWN (p=39.74%) [2025-10-09T00:09:34.277042] [INFO ] [FORECASTER] Completed predict_future for WY [2025-10-09T00:09:34.277178] [INFO ] [sig ] WY: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:34.484703] [INFO ] [LOCAL ] Saved forecast: WY 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/WY.txt [2025-10-09T00:09:34.484949] [WARN ] [sig ] [2176/2211] Failed WY after 0.3s | 5.03 sym/s | Total: 7.2m | ETA: 7.0s [2025-10-09T00:09:34.485048] [INFO ] [sig ] [2177/2211] Forecasting XFLT... [2025-10-09T00:09:34.485141] [INFO ] [sig ] Generating forecast for: XFLT [2025-10-09T00:09:34.485224] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XFLT' from 'https://tdm.silogroup.org/data/derivative_storage/XFLT.csv'. [2025-10-09T00:09:34.495766] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XFLT'. [2025-10-09T00:09:34.496076] [INFO ] [FORECASTER] Starting predict_future for XFLT [2025-10-09T00:09:34.521276] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:34.522050] [DEBUG] [LOCAL ] No optimal features file found for XFLT: ./output/feature-sets/XFLT.txt [2025-10-09T00:09:34.522128] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:34.522199] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:34.522268] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:34.522364] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:34.539966] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:34.540546] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:34.540671] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:34.540744] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:34.573533] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:34.573634] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:34.573749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:34.573794] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:34.577087] [DEBUG] [FORECASTER] XFLT: Forecast T+1@11:T+2@11: UP (p=98.89%) [2025-10-09T00:09:34.577364] [INFO ] [FORECASTER] Completed predict_future for XFLT [2025-10-09T00:09:34.577503] [INFO ] [sig ] XFLT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:34.717065] [INFO ] [LOCAL ] Saved forecast: XFLT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/XFLT.txt [2025-10-09T00:09:34.717317] [WARN ] [sig ] [2177/2211] Failed XFLT after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 6.8s [2025-10-09T00:09:34.717416] [INFO ] [sig ] [2178/2211] Forecasting XHR... [2025-10-09T00:09:34.717500] [INFO ] [sig ] Generating forecast for: XHR [2025-10-09T00:09:34.717571] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XHR' from 'https://tdm.silogroup.org/data/derivative_storage/XHR.csv'. [2025-10-09T00:09:34.727587] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XHR'. [2025-10-09T00:09:34.727953] [INFO ] [FORECASTER] Starting predict_future for XHR [2025-10-09T00:09:34.758457] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:34.759437] [DEBUG] [LOCAL ] No optimal features file found for XHR: ./output/feature-sets/XHR.txt [2025-10-09T00:09:34.759517] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:34.759588] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:34.759693] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:34.759837] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:34.777208] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:34.778123] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:34.778241] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:34.778331] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:34.816828] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:34.816988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:34.817031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:34.817065] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:34.820495] [DEBUG] [FORECASTER] XHR: Forecast T+1@11:T+2@11: DOWN (p=44.64%) [2025-10-09T00:09:34.820828] [INFO ] [FORECASTER] Completed predict_future for XHR [2025-10-09T00:09:34.820978] [INFO ] [sig ] XHR: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:34.962272] [INFO ] [LOCAL ] Saved forecast: XHR 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/XHR.txt [2025-10-09T00:09:34.962557] [WARN ] [sig ] [2178/2211] Failed XHR after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 6.6s [2025-10-09T00:09:34.962636] [INFO ] [sig ] [2179/2211] Forecasting XOM... [2025-10-09T00:09:34.962732] [INFO ] [sig ] Generating forecast for: XOM [2025-10-09T00:09:34.962803] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XOM' from 'https://tdm.silogroup.org/data/derivative_storage/XOM.csv'. [2025-10-09T00:09:34.973173] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XOM'. [2025-10-09T00:09:34.973474] [INFO ] [FORECASTER] Starting predict_future for XOM [2025-10-09T00:09:34.998817] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:34.999588] [DEBUG] [LOCAL ] No optimal features file found for XOM: ./output/feature-sets/XOM.txt [2025-10-09T00:09:34.999688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:34.999759] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:34.999826] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:34.999924] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:35.017348] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:35.017958] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:35.018058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:35.018128] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:35.055562] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:35.055687] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:35.055749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:35.055785] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:35.058936] [DEBUG] [FORECASTER] XOM: Forecast T+1@11:T+2@11: DOWN (p=2.03%) [2025-10-09T00:09:35.059216] [INFO ] [FORECASTER] Completed predict_future for XOM [2025-10-09T00:09:35.059386] [INFO ] [sig ] XOM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:35.199698] [INFO ] [LOCAL ] Saved forecast: XOM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/XOM.txt [2025-10-09T00:09:35.199925] [WARN ] [sig ] [2179/2211] Failed XOM after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 6.4s [2025-10-09T00:09:35.200003] [INFO ] [sig ] [2180/2211] Forecasting XPER... [2025-10-09T00:09:35.200073] [INFO ] [sig ] Generating forecast for: XPER [2025-10-09T00:09:35.200144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPER' from 'https://tdm.silogroup.org/data/derivative_storage/XPER.csv'. [2025-10-09T00:09:35.210748] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XPER'. [2025-10-09T00:09:35.211050] [INFO ] [FORECASTER] Starting predict_future for XPER [2025-10-09T00:09:35.236225] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:35.237074] [DEBUG] [LOCAL ] No optimal features file found for XPER: ./output/feature-sets/XPER.txt [2025-10-09T00:09:35.237152] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:35.237235] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:35.237318] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:35.237432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:35.255115] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:35.255758] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:35.255875] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:35.255957] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:35.288887] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:35.289003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:35.289045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:35.289078] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:35.292358] [DEBUG] [FORECASTER] XPER: Forecast T+1@11:T+2@11: UP (p=84.60%) [2025-10-09T00:09:35.292635] [INFO ] [FORECASTER] Completed predict_future for XPER [2025-10-09T00:09:35.292808] [INFO ] [sig ] XPER: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:35.432482] [INFO ] [LOCAL ] Saved forecast: XPER 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/XPER.txt [2025-10-09T00:09:35.432749] [WARN ] [sig ] [2180/2211] Failed XPER after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 6.2s [2025-10-09T00:09:35.432828] [INFO ] [sig ] [2181/2211] Forecasting XPEV... [2025-10-09T00:09:35.432898] [INFO ] [sig ] Generating forecast for: XPEV [2025-10-09T00:09:35.432968] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPEV' from 'https://tdm.silogroup.org/data/derivative_storage/XPEV.csv'. [2025-10-09T00:09:35.443400] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XPEV'. [2025-10-09T00:09:35.443730] [INFO ] [FORECASTER] Starting predict_future for XPEV [2025-10-09T00:09:35.468737] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:35.469540] [DEBUG] [LOCAL ] No optimal features file found for XPEV: ./output/feature-sets/XPEV.txt [2025-10-09T00:09:35.469619] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:35.469712] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:35.469789] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:35.469908] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:35.487612] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:35.488238] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:35.488340] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:35.488409] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:35.523956] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:35.524225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:35.524281] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:35.524317] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:35.527810] [DEBUG] [FORECASTER] XPEV: Forecast T+1@11:T+2@11: DOWN (p=48.70%) [2025-10-09T00:09:35.528198] [INFO ] [FORECASTER] Completed predict_future for XPEV [2025-10-09T00:09:35.528352] [INFO ] [sig ] XPEV: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:35.669736] [INFO ] [LOCAL ] Saved forecast: XPEV 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/XPEV.txt [2025-10-09T00:09:35.670081] [WARN ] [sig ] [2181/2211] Failed XPEV after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 6.0s [2025-10-09T00:09:35.670169] [INFO ] [sig ] [2182/2211] Forecasting XPO... [2025-10-09T00:09:35.670268] [INFO ] [sig ] Generating forecast for: XPO [2025-10-09T00:09:35.670354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPO' from 'https://tdm.silogroup.org/data/derivative_storage/XPO.csv'. [2025-10-09T00:09:35.680404] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XPO'. [2025-10-09T00:09:35.680784] [INFO ] [FORECASTER] Starting predict_future for XPO [2025-10-09T00:09:35.706491] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:35.707273] [DEBUG] [LOCAL ] No optimal features file found for XPO: ./output/feature-sets/XPO.txt [2025-10-09T00:09:35.707351] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:35.707435] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:35.707514] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:35.707634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:35.725274] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:35.725925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:35.726026] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:35.726108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:35.752982] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:35.753081] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:35.753122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:35.753155] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:35.756271] [DEBUG] [FORECASTER] XPO: Forecast T+1@11:T+2@11: UP (p=72.98%) [2025-10-09T00:09:35.756545] [INFO ] [FORECASTER] Completed predict_future for XPO [2025-10-09T00:09:35.756706] [INFO ] [sig ] XPO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:35.897192] [INFO ] [LOCAL ] Saved forecast: XPO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/XPO.txt [2025-10-09T00:09:35.897461] [WARN ] [sig ] [2182/2211] Failed XPO after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 5.8s [2025-10-09T00:09:35.897541] [INFO ] [sig ] [2183/2211] Forecasting XPOF... [2025-10-09T00:09:35.897623] [INFO ] [sig ] Generating forecast for: XPOF [2025-10-09T00:09:35.897748] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPOF' from 'https://tdm.silogroup.org/data/derivative_storage/XPOF.csv'. [2025-10-09T00:09:35.907428] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XPOF'. [2025-10-09T00:09:35.907774] [INFO ] [FORECASTER] Starting predict_future for XPOF [2025-10-09T00:09:35.933357] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:35.934160] [DEBUG] [LOCAL ] No optimal features file found for XPOF: ./output/feature-sets/XPOF.txt [2025-10-09T00:09:35.934237] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:35.934309] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:35.934392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:35.934505] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:35.952340] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:35.952955] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:35.953059] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:35.953144] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:35.990309] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:35.990401] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:35.990442] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:35.990475] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:35.993632] [DEBUG] [FORECASTER] XPOF: Forecast T+1@11:T+2@11: UP (p=65.36%) [2025-10-09T00:09:35.993934] [INFO ] [FORECASTER] Completed predict_future for XPOF [2025-10-09T00:09:35.994065] [INFO ] [sig ] XPOF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:36.133425] [INFO ] [LOCAL ] Saved forecast: XPOF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/XPOF.txt [2025-10-09T00:09:36.133743] [WARN ] [sig ] [2183/2211] Failed XPOF after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 5.6s [2025-10-09T00:09:36.133839] [INFO ] [sig ] [2184/2211] Forecasting XPRO... [2025-10-09T00:09:36.133901] [INFO ] [sig ] Generating forecast for: XPRO [2025-10-09T00:09:36.133977] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPRO' from 'https://tdm.silogroup.org/data/derivative_storage/XPRO.csv'. [2025-10-09T00:09:36.144478] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XPRO'. [2025-10-09T00:09:36.144823] [INFO ] [FORECASTER] Starting predict_future for XPRO [2025-10-09T00:09:36.170054] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:36.170820] [DEBUG] [LOCAL ] No optimal features file found for XPRO: ./output/feature-sets/XPRO.txt [2025-10-09T00:09:36.170896] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:36.170966] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:36.171034] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:36.171134] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:36.188409] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:36.189020] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:36.189127] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:36.189196] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:36.225799] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:36.225893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:36.225934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:36.225968] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:36.229068] [DEBUG] [FORECASTER] XPRO: Forecast T+1@11:T+2@11: UP (p=56.83%) [2025-10-09T00:09:36.232985] [INFO ] [FORECASTER] Completed predict_future for XPRO [2025-10-09T00:09:36.233180] [INFO ] [sig ] XPRO: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:36.372365] [INFO ] [LOCAL ] Saved forecast: XPRO 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/XPRO.txt [2025-10-09T00:09:36.372605] [WARN ] [sig ] [2184/2211] Failed XPRO after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 5.4s [2025-10-09T00:09:36.372715] [INFO ] [sig ] [2185/2211] Forecasting XYF... [2025-10-09T00:09:36.372842] [INFO ] [sig ] Generating forecast for: XYF [2025-10-09T00:09:36.372916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XYF' from 'https://tdm.silogroup.org/data/derivative_storage/XYF.csv'. [2025-10-09T00:09:36.383202] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XYF'. [2025-10-09T00:09:36.383531] [INFO ] [FORECASTER] Starting predict_future for XYF [2025-10-09T00:09:36.408731] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:36.409497] [DEBUG] [LOCAL ] No optimal features file found for XYF: ./output/feature-sets/XYF.txt [2025-10-09T00:09:36.409576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:36.409667] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:36.409736] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:36.409832] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:36.427094] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:36.427686] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:36.427787] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:36.427855] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:36.466199] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:36.466289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:36.466330] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:36.466364] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:36.469527] [DEBUG] [FORECASTER] XYF: Forecast T+1@11:T+2@11: DOWN (p=31.72%) [2025-10-09T00:09:36.469850] [INFO ] [FORECASTER] Completed predict_future for XYF [2025-10-09T00:09:36.470002] [INFO ] [sig ] XYF: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:36.609138] [INFO ] [LOCAL ] Saved forecast: XYF 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/XYF.txt [2025-10-09T00:09:36.609387] [WARN ] [sig ] [2185/2211] Failed XYF after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 5.2s [2025-10-09T00:09:36.609467] [INFO ] [sig ] [2186/2211] Forecasting XYL... [2025-10-09T00:09:36.609533] [INFO ] [sig ] Generating forecast for: XYL [2025-10-09T00:09:36.609601] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XYL' from 'https://tdm.silogroup.org/data/derivative_storage/XYL.csv'. [2025-10-09T00:09:36.620093] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'XYL'. [2025-10-09T00:09:36.620467] [INFO ] [FORECASTER] Starting predict_future for XYL [2025-10-09T00:09:36.645971] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:36.646800] [DEBUG] [LOCAL ] No optimal features file found for XYL: ./output/feature-sets/XYL.txt [2025-10-09T00:09:36.646877] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:36.646961] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:36.647041] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:36.647162] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:36.664805] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:36.665399] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:36.665505] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:36.665588] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:36.703108] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:36.703225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:36.703268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:36.703302] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:36.706613] [DEBUG] [FORECASTER] XYL: Forecast T+1@11:T+2@11: UP (p=93.22%) [2025-10-09T00:09:36.706927] [INFO ] [FORECASTER] Completed predict_future for XYL [2025-10-09T00:09:36.707068] [INFO ] [sig ] XYL: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:36.846684] [INFO ] [LOCAL ] Saved forecast: XYL 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/XYL.txt [2025-10-09T00:09:36.846928] [WARN ] [sig ] [2186/2211] Failed XYL after 0.2s | 5.03 sym/s | Total: 7.2m | ETA: 5.0s [2025-10-09T00:09:36.847008] [INFO ] [sig ] [2187/2211] Forecasting YALA... [2025-10-09T00:09:36.847135] [INFO ] [sig ] Generating forecast for: YALA [2025-10-09T00:09:36.847206] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YALA' from 'https://tdm.silogroup.org/data/derivative_storage/YALA.csv'. [2025-10-09T00:09:36.856817] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YALA'. [2025-10-09T00:09:36.857146] [INFO ] [FORECASTER] Starting predict_future for YALA [2025-10-09T00:09:36.882609] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:36.883405] [DEBUG] [LOCAL ] No optimal features file found for YALA: ./output/feature-sets/YALA.txt [2025-10-09T00:09:36.883483] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:36.883554] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:36.883621] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:36.883734] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:36.901065] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:36.901636] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:36.901776] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:36.901843] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:36.937357] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:36.937446] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:36.937486] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:36.937520] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:36.940745] [DEBUG] [FORECASTER] YALA: Forecast T+1@11:T+2@11: UP (p=81.54%) [2025-10-09T00:09:36.941113] [INFO ] [FORECASTER] Completed predict_future for YALA [2025-10-09T00:09:36.941267] [INFO ] [sig ] YALA: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:37.086540] [INFO ] [LOCAL ] Saved forecast: YALA 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/YALA.txt [2025-10-09T00:09:37.086847] [WARN ] [sig ] [2187/2211] Failed YALA after 0.2s | 5.03 sym/s | Total: 7.3m | ETA: 4.8s [2025-10-09T00:09:37.086927] [INFO ] [sig ] [2188/2211] Forecasting YELP... [2025-10-09T00:09:37.086997] [INFO ] [sig ] Generating forecast for: YELP [2025-10-09T00:09:37.087067] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YELP' from 'https://tdm.silogroup.org/data/derivative_storage/YELP.csv'. [2025-10-09T00:09:37.098994] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YELP'. [2025-10-09T00:09:37.099302] [INFO ] [FORECASTER] Starting predict_future for YELP [2025-10-09T00:09:37.125447] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:37.126197] [DEBUG] [LOCAL ] No optimal features file found for YELP: ./output/feature-sets/YELP.txt [2025-10-09T00:09:37.126274] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:37.126353] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:37.126425] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:37.126522] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:37.143941] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:37.144561] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:37.144693] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:37.144766] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:37.181218] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:37.181314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:37.181354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:37.181386] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:37.184524] [DEBUG] [FORECASTER] YELP: Forecast T+1@11:T+2@11: DOWN (p=33.66%) [2025-10-09T00:09:37.184841] [INFO ] [FORECASTER] Completed predict_future for YELP [2025-10-09T00:09:37.184984] [INFO ] [sig ] YELP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:37.324665] [INFO ] [LOCAL ] Saved forecast: YELP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/YELP.txt [2025-10-09T00:09:37.324890] [WARN ] [sig ] [2188/2211] Failed YELP after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 4.6s [2025-10-09T00:09:37.324967] [INFO ] [sig ] [2189/2211] Forecasting YETI... [2025-10-09T00:09:37.325037] [INFO ] [sig ] Generating forecast for: YETI [2025-10-09T00:09:37.325110] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YETI' from 'https://tdm.silogroup.org/data/derivative_storage/YETI.csv'. [2025-10-09T00:09:37.334706] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YETI'. [2025-10-09T00:09:37.335006] [INFO ] [FORECASTER] Starting predict_future for YETI [2025-10-09T00:09:37.360019] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:37.360822] [DEBUG] [LOCAL ] No optimal features file found for YETI: ./output/feature-sets/YETI.txt [2025-10-09T00:09:37.360899] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:37.360969] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:37.361110] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:37.361212] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:37.378600] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:37.379221] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:37.379336] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:37.379420] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:37.415094] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:37.415185] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:37.415225] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:37.415257] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:37.418375] [DEBUG] [FORECASTER] YETI: Forecast T+1@11:T+2@11: DOWN (p=7.50%) [2025-10-09T00:09:37.418667] [INFO ] [FORECASTER] Completed predict_future for YETI [2025-10-09T00:09:37.418825] [INFO ] [sig ] YETI: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:37.558144] [INFO ] [LOCAL ] Saved forecast: YETI 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/YETI.txt [2025-10-09T00:09:37.558384] [WARN ] [sig ] [2189/2211] Failed YETI after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 4.4s [2025-10-09T00:09:37.558479] [INFO ] [sig ] [2190/2211] Forecasting YEXT... [2025-10-09T00:09:37.558563] [INFO ] [sig ] Generating forecast for: YEXT [2025-10-09T00:09:37.558672] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YEXT' from 'https://tdm.silogroup.org/data/derivative_storage/YEXT.csv'. [2025-10-09T00:09:37.569361] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YEXT'. [2025-10-09T00:09:37.569715] [INFO ] [FORECASTER] Starting predict_future for YEXT [2025-10-09T00:09:37.594873] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:37.595605] [DEBUG] [LOCAL ] No optimal features file found for YEXT: ./output/feature-sets/YEXT.txt [2025-10-09T00:09:37.595704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:37.595780] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:37.595848] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:37.595947] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:37.613258] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:37.613898] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:37.614005] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:37.614076] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:37.649969] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:37.650068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:37.650110] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:37.650144] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:37.653229] [DEBUG] [FORECASTER] YEXT: Forecast T+1@11:T+2@11: UP (p=85.97%) [2025-10-09T00:09:37.653503] [INFO ] [FORECASTER] Completed predict_future for YEXT [2025-10-09T00:09:37.653668] [INFO ] [sig ] YEXT: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:37.797072] [INFO ] [LOCAL ] Saved forecast: YEXT 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/YEXT.txt [2025-10-09T00:09:37.797350] [WARN ] [sig ] [2190/2211] Failed YEXT after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 4.2s [2025-10-09T00:09:37.797428] [INFO ] [sig ] [2191/2211] Forecasting YMM... [2025-10-09T00:09:37.797488] [INFO ] [sig ] Generating forecast for: YMM [2025-10-09T00:09:37.797553] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YMM' from 'https://tdm.silogroup.org/data/derivative_storage/YMM.csv'. [2025-10-09T00:09:37.807846] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YMM'. [2025-10-09T00:09:37.808175] [INFO ] [FORECASTER] Starting predict_future for YMM [2025-10-09T00:09:37.833797] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:37.834541] [DEBUG] [LOCAL ] No optimal features file found for YMM: ./output/feature-sets/YMM.txt [2025-10-09T00:09:37.834618] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:37.834710] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:37.834778] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:37.834875] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:37.852363] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:37.852991] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:37.853094] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:37.853163] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:37.889469] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:37.889568] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:37.889608] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:37.889661] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:37.892876] [DEBUG] [FORECASTER] YMM: Forecast T+1@11:T+2@11: DOWN (p=1.67%) [2025-10-09T00:09:37.893152] [INFO ] [FORECASTER] Completed predict_future for YMM [2025-10-09T00:09:37.893288] [INFO ] [sig ] YMM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:38.034536] [INFO ] [LOCAL ] Saved forecast: YMM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/YMM.txt [2025-10-09T00:09:38.034820] [WARN ] [sig ] [2191/2211] Failed YMM after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 4.0s [2025-10-09T00:09:38.034900] [INFO ] [sig ] [2192/2211] Forecasting YOU... [2025-10-09T00:09:38.034970] [INFO ] [sig ] Generating forecast for: YOU [2025-10-09T00:09:38.035040] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YOU' from 'https://tdm.silogroup.org/data/derivative_storage/YOU.csv'. [2025-10-09T00:09:38.045000] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YOU'. [2025-10-09T00:09:38.045322] [INFO ] [FORECASTER] Starting predict_future for YOU [2025-10-09T00:09:38.070361] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:38.071143] [DEBUG] [LOCAL ] No optimal features file found for YOU: ./output/feature-sets/YOU.txt [2025-10-09T00:09:38.071223] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:38.071294] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:38.071363] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:38.071461] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:38.088638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:38.089224] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:38.089339] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:38.089409] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:38.125480] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:38.125577] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:38.125618] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:38.125682] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:38.128810] [DEBUG] [FORECASTER] YOU: Forecast T+1@11:T+2@11: UP (p=69.00%) [2025-10-09T00:09:38.129094] [INFO ] [FORECASTER] Completed predict_future for YOU [2025-10-09T00:09:38.129241] [INFO ] [sig ] YOU: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:38.267902] [INFO ] [LOCAL ] Saved forecast: YOU 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/YOU.txt [2025-10-09T00:09:38.268128] [WARN ] [sig ] [2192/2211] Failed YOU after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 3.8s [2025-10-09T00:09:38.268205] [INFO ] [sig ] [2193/2211] Forecasting YPF... [2025-10-09T00:09:38.268276] [INFO ] [sig ] Generating forecast for: YPF [2025-10-09T00:09:38.268347] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YPF' from 'https://tdm.silogroup.org/data/derivative_storage/YPF.csv'. [2025-10-09T00:09:38.278217] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YPF'. [2025-10-09T00:09:38.278509] [INFO ] [FORECASTER] Starting predict_future for YPF [2025-10-09T00:09:38.303699] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:38.304442] [DEBUG] [LOCAL ] No optimal features file found for YPF: ./output/feature-sets/YPF.txt [2025-10-09T00:09:38.304520] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:38.304606] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:38.304719] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:38.304833] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:38.322385] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:38.323020] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:38.323124] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:38.323209] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:38.358897] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:38.358985] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:38.359025] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:38.359058] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:38.362260] [DEBUG] [FORECASTER] YPF: Forecast T+1@11:T+2@11: UP (p=67.63%) [2025-10-09T00:09:38.362530] [INFO ] [FORECASTER] Completed predict_future for YPF [2025-10-09T00:09:38.362700] [INFO ] [sig ] YPF: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:38.506868] [INFO ] [LOCAL ] Saved forecast: YPF 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/YPF.txt [2025-10-09T00:09:38.507152] [WARN ] [sig ] [2193/2211] Failed YPF after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 3.6s [2025-10-09T00:09:38.507230] [INFO ] [sig ] [2194/2211] Forecasting YRD... [2025-10-09T00:09:38.507364] [INFO ] [sig ] Generating forecast for: YRD [2025-10-09T00:09:38.507435] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YRD' from 'https://tdm.silogroup.org/data/derivative_storage/YRD.csv'. [2025-10-09T00:09:38.518563] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YRD'. [2025-10-09T00:09:38.518954] [INFO ] [FORECASTER] Starting predict_future for YRD [2025-10-09T00:09:38.545259] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:38.546077] [DEBUG] [LOCAL ] No optimal features file found for YRD: ./output/feature-sets/YRD.txt [2025-10-09T00:09:38.546154] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:38.546237] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:38.546322] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:38.546436] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:38.564155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:38.564868] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:38.564987] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:38.565057] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:38.602405] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:38.602515] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:38.602556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:38.602589] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:38.605833] [DEBUG] [FORECASTER] YRD: Forecast T+1@11:T+2@11: DOWN (p=22.07%) [2025-10-09T00:09:38.606111] [INFO ] [FORECASTER] Completed predict_future for YRD [2025-10-09T00:09:38.606250] [INFO ] [sig ] YRD: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:38.745351] [INFO ] [LOCAL ] Saved forecast: YRD 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/YRD.txt [2025-10-09T00:09:38.745620] [WARN ] [sig ] [2194/2211] Failed YRD after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 3.4s [2025-10-09T00:09:38.745722] [INFO ] [sig ] [2195/2211] Forecasting YSG... [2025-10-09T00:09:38.745793] [INFO ] [sig ] Generating forecast for: YSG [2025-10-09T00:09:38.745864] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YSG' from 'https://tdm.silogroup.org/data/derivative_storage/YSG.csv'. [2025-10-09T00:09:38.756132] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YSG'. [2025-10-09T00:09:38.756485] [INFO ] [FORECASTER] Starting predict_future for YSG [2025-10-09T00:09:38.781728] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:38.782506] [DEBUG] [LOCAL ] No optimal features file found for YSG: ./output/feature-sets/YSG.txt [2025-10-09T00:09:38.782585] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:38.782680] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:38.782764] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:38.782876] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:38.800141] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:38.800793] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:38.800898] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:38.800982] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:38.839985] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:38.840107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:38.840147] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:38.840180] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:38.843463] [DEBUG] [FORECASTER] YSG: Forecast T+1@11:T+2@11: UP (p=88.27%) [2025-10-09T00:09:38.843814] [INFO ] [FORECASTER] Completed predict_future for YSG [2025-10-09T00:09:38.843966] [INFO ] [sig ] YSG: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:38.983119] [INFO ] [LOCAL ] Saved forecast: YSG 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/YSG.txt [2025-10-09T00:09:38.983387] [WARN ] [sig ] [2195/2211] Failed YSG after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 3.2s [2025-10-09T00:09:38.983465] [INFO ] [sig ] [2196/2211] Forecasting YUM... [2025-10-09T00:09:38.983513] [INFO ] [sig ] Generating forecast for: YUM [2025-10-09T00:09:38.983635] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YUM' from 'https://tdm.silogroup.org/data/derivative_storage/YUM.csv'. [2025-10-09T00:09:38.993882] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YUM'. [2025-10-09T00:09:38.994238] [INFO ] [FORECASTER] Starting predict_future for YUM [2025-10-09T00:09:39.019306] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:39.020114] [DEBUG] [LOCAL ] No optimal features file found for YUM: ./output/feature-sets/YUM.txt [2025-10-09T00:09:39.020209] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:39.020295] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:39.020380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:39.020495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:39.037868] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:39.038480] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:39.038585] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:39.038691] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:39.074545] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:39.074694] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:39.074758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:39.074794] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:39.078096] [DEBUG] [FORECASTER] YUM: Forecast T+1@11:T+2@11: DOWN (p=9.82%) [2025-10-09T00:09:39.078383] [INFO ] [FORECASTER] Completed predict_future for YUM [2025-10-09T00:09:39.078524] [INFO ] [sig ] YUM: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:39.221883] [INFO ] [LOCAL ] Saved forecast: YUM 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/YUM.txt [2025-10-09T00:09:39.222251] [WARN ] [sig ] [2196/2211] Failed YUM after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 3.0s [2025-10-09T00:09:39.222333] [INFO ] [sig ] [2197/2211] Forecasting YUMC... [2025-10-09T00:09:39.222416] [INFO ] [sig ] Generating forecast for: YUMC [2025-10-09T00:09:39.222501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YUMC' from 'https://tdm.silogroup.org/data/derivative_storage/YUMC.csv'. [2025-10-09T00:09:39.235165] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'YUMC'. [2025-10-09T00:09:39.235703] [INFO ] [FORECASTER] Starting predict_future for YUMC [2025-10-09T00:09:39.263510] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:39.264420] [DEBUG] [LOCAL ] No optimal features file found for YUMC: ./output/feature-sets/YUMC.txt [2025-10-09T00:09:39.264500] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:39.264587] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:39.264692] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:39.264805] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:39.282418] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:39.283163] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:39.283266] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:39.283347] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:39.321776] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:39.321993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:39.322041] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:39.322076] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:39.325800] [DEBUG] [FORECASTER] YUMC: Forecast T+1@11:T+2@11: UP (p=52.46%) [2025-10-09T00:09:39.326175] [INFO ] [FORECASTER] Completed predict_future for YUMC [2025-10-09T00:09:39.326335] [INFO ] [sig ] YUMC: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:39.468846] [INFO ] [LOCAL ] Saved forecast: YUMC 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/YUMC.txt [2025-10-09T00:09:39.469172] [WARN ] [sig ] [2197/2211] Failed YUMC after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 2.8s [2025-10-09T00:09:39.469274] [INFO ] [sig ] [2198/2211] Forecasting ZBH... [2025-10-09T00:09:39.469360] [INFO ] [sig ] Generating forecast for: ZBH [2025-10-09T00:09:39.469445] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZBH' from 'https://tdm.silogroup.org/data/derivative_storage/ZBH.csv'. [2025-10-09T00:09:39.480117] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZBH'. [2025-10-09T00:09:39.480543] [INFO ] [FORECASTER] Starting predict_future for ZBH [2025-10-09T00:09:39.505795] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:39.506676] [DEBUG] [LOCAL ] No optimal features file found for ZBH: ./output/feature-sets/ZBH.txt [2025-10-09T00:09:39.506760] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:39.506832] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:39.506917] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:39.507094] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:39.524468] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:39.525217] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:39.525327] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:39.525415] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:39.563008] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:39.563210] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:39.563258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:39.563294] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:39.566909] [DEBUG] [FORECASTER] ZBH: Forecast T+1@11:T+2@11: UP (p=97.43%) [2025-10-09T00:09:39.567208] [INFO ] [FORECASTER] Completed predict_future for ZBH [2025-10-09T00:09:39.567353] [INFO ] [sig ] ZBH: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:39.706273] [INFO ] [LOCAL ] Saved forecast: ZBH 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ZBH.txt [2025-10-09T00:09:39.706562] [WARN ] [sig ] [2198/2211] Failed ZBH after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 2.6s [2025-10-09T00:09:39.706664] [INFO ] [sig ] [2199/2211] Forecasting ZEPP... [2025-10-09T00:09:39.706737] [INFO ] [sig ] Generating forecast for: ZEPP [2025-10-09T00:09:39.706875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZEPP' from 'https://tdm.silogroup.org/data/derivative_storage/ZEPP.csv'. [2025-10-09T00:09:39.716805] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'ZEPP'. [2025-10-09T00:09:39.717152] [INFO ] [FORECASTER] Starting predict_future for ZEPP [2025-10-09T00:09:39.742454] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:39.743230] [DEBUG] [LOCAL ] No optimal features file found for ZEPP: ./output/feature-sets/ZEPP.txt [2025-10-09T00:09:39.743307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:39.743379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:39.743446] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:39.743544] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:39.760816] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:39.761406] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:39.761510] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:39.761578] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:39.800005] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:39.800117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:39.800159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:39.800191] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:39.803369] [DEBUG] [FORECASTER] ZEPP: Forecast T+1@11:T+2@11: DOWN (p=49.54%) [2025-10-09T00:09:39.803694] [INFO ] [FORECASTER] Completed predict_future for ZEPP [2025-10-09T00:09:39.803849] [INFO ] [sig ] ZEPP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:39.976869] [INFO ] [LOCAL ] Saved forecast: ZEPP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZEPP.txt [2025-10-09T00:09:39.977178] [WARN ] [sig ] [2199/2211] Failed ZEPP after 0.3s | 5.02 sym/s | Total: 7.3m | ETA: 2.4s [2025-10-09T00:09:39.977259] [INFO ] [sig ] [2200/2211] Forecasting ZETA... [2025-10-09T00:09:39.977328] [INFO ] [sig ] Generating forecast for: ZETA [2025-10-09T00:09:39.977398] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZETA' from 'https://tdm.silogroup.org/data/derivative_storage/ZETA.csv'. [2025-10-09T00:09:39.989742] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZETA'. [2025-10-09T00:09:39.990147] [INFO ] [FORECASTER] Starting predict_future for ZETA [2025-10-09T00:09:40.015921] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:40.016738] [DEBUG] [LOCAL ] No optimal features file found for ZETA: ./output/feature-sets/ZETA.txt [2025-10-09T00:09:40.016815] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:40.016887] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:40.016954] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:40.017050] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:40.034338] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:40.034956] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:40.035058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:40.035106] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:40.073318] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:40.073529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:40.073578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:40.073614] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:40.077306] [DEBUG] [FORECASTER] ZETA: Forecast T+1@11:T+2@11: DOWN (p=11.77%) [2025-10-09T00:09:40.077598] [INFO ] [FORECASTER] Completed predict_future for ZETA [2025-10-09T00:09:40.077790] [INFO ] [sig ] ZETA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:40.218136] [INFO ] [LOCAL ] Saved forecast: ZETA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZETA.txt [2025-10-09T00:09:40.218431] [WARN ] [sig ] [2200/2211] Failed ZETA after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 2.2s [2025-10-09T00:09:40.218511] [INFO ] [sig ] [2201/2211] Forecasting ZGN... [2025-10-09T00:09:40.218581] [INFO ] [sig ] Generating forecast for: ZGN [2025-10-09T00:09:40.218694] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZGN' from 'https://tdm.silogroup.org/data/derivative_storage/ZGN.csv'. [2025-10-09T00:09:40.228881] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZGN'. [2025-10-09T00:09:40.229211] [INFO ] [FORECASTER] Starting predict_future for ZGN [2025-10-09T00:09:40.254732] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:40.255512] [DEBUG] [LOCAL ] No optimal features file found for ZGN: ./output/feature-sets/ZGN.txt [2025-10-09T00:09:40.255595] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:40.255712] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:40.255799] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:40.255928] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:40.273474] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:40.274098] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:40.274218] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:40.274302] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:40.312118] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:40.312221] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:40.312263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:40.312297] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:40.315486] [DEBUG] [FORECASTER] ZGN: Forecast T+1@11:T+2@11: UP (p=90.65%) [2025-10-09T00:09:40.315842] [INFO ] [FORECASTER] Completed predict_future for ZGN [2025-10-09T00:09:40.316001] [INFO ] [sig ] ZGN: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:40.455410] [INFO ] [LOCAL ] Saved forecast: ZGN 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ZGN.txt [2025-10-09T00:09:40.455687] [WARN ] [sig ] [2201/2211] Failed ZGN after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 2.0s [2025-10-09T00:09:40.455768] [INFO ] [sig ] [2202/2211] Forecasting ZH... [2025-10-09T00:09:40.455837] [INFO ] [sig ] Generating forecast for: ZH [2025-10-09T00:09:40.455905] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZH' from 'https://tdm.silogroup.org/data/derivative_storage/ZH.csv'. [2025-10-09T00:09:40.466235] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZH'. [2025-10-09T00:09:40.466556] [INFO ] [FORECASTER] Starting predict_future for ZH [2025-10-09T00:09:40.491930] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:40.492681] [DEBUG] [LOCAL ] No optimal features file found for ZH: ./output/feature-sets/ZH.txt [2025-10-09T00:09:40.492759] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:40.492830] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:40.492897] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:40.492993] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:40.510251] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:40.510879] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:40.510984] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:40.511054] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:40.547638] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:40.547800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:40.547845] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:40.547882] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:40.551314] [DEBUG] [FORECASTER] ZH: Forecast T+1@11:T+2@11: DOWN (p=7.98%) [2025-10-09T00:09:40.551616] [INFO ] [FORECASTER] Completed predict_future for ZH [2025-10-09T00:09:40.551796] [INFO ] [sig ] ZH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:40.695096] [INFO ] [LOCAL ] Saved forecast: ZH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZH.txt [2025-10-09T00:09:40.695429] [WARN ] [sig ] [2202/2211] Failed ZH after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 1.8s [2025-10-09T00:09:40.695521] [INFO ] [sig ] [2203/2211] Forecasting ZIM... [2025-10-09T00:09:40.695594] [INFO ] [sig ] Generating forecast for: ZIM [2025-10-09T00:09:40.695690] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZIM' from 'https://tdm.silogroup.org/data/derivative_storage/ZIM.csv'. [2025-10-09T00:09:40.707115] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZIM'. [2025-10-09T00:09:40.707453] [INFO ] [FORECASTER] Starting predict_future for ZIM [2025-10-09T00:09:40.733069] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:40.733880] [DEBUG] [LOCAL ] No optimal features file found for ZIM: ./output/feature-sets/ZIM.txt [2025-10-09T00:09:40.733995] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:40.734068] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:40.734136] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:40.734234] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:40.751882] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:40.752448] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:40.752550] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:40.752618] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:40.790696] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:40.790791] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:40.790831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:40.790863] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:40.793896] [DEBUG] [FORECASTER] ZIM: Forecast T+1@11:T+2@11: UP (p=99.76%) [2025-10-09T00:09:40.794171] [INFO ] [FORECASTER] Completed predict_future for ZIM [2025-10-09T00:09:40.794310] [INFO ] [sig ] ZIM: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:40.934604] [INFO ] [LOCAL ] Saved forecast: ZIM 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ZIM.txt [2025-10-09T00:09:40.934879] [WARN ] [sig ] [2203/2211] Failed ZIM after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 1.6s [2025-10-09T00:09:40.934975] [INFO ] [sig ] [2204/2211] Forecasting ZIP... [2025-10-09T00:09:40.935045] [INFO ] [sig ] Generating forecast for: ZIP [2025-10-09T00:09:40.935117] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZIP' from 'https://tdm.silogroup.org/data/derivative_storage/ZIP.csv'. [2025-10-09T00:09:40.945533] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZIP'. [2025-10-09T00:09:40.945857] [INFO ] [FORECASTER] Starting predict_future for ZIP [2025-10-09T00:09:40.971817] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:40.972560] [DEBUG] [LOCAL ] No optimal features file found for ZIP: ./output/feature-sets/ZIP.txt [2025-10-09T00:09:40.972639] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:40.972742] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:40.972813] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:40.972914] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:40.990559] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:40.991179] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:40.991282] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:40.991369] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:41.026939] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:41.027034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:41.027073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:41.027106] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:41.030237] [DEBUG] [FORECASTER] ZIP: Forecast T+1@11:T+2@11: DOWN (p=6.79%) [2025-10-09T00:09:41.030510] [INFO ] [FORECASTER] Completed predict_future for ZIP [2025-10-09T00:09:41.030668] [INFO ] [sig ] ZIP: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:41.169884] [INFO ] [LOCAL ] Saved forecast: ZIP 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZIP.txt [2025-10-09T00:09:41.170122] [WARN ] [sig ] [2204/2211] Failed ZIP after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 1.4s [2025-10-09T00:09:41.170207] [INFO ] [sig ] [2205/2211] Forecasting ZK... [2025-10-09T00:09:41.170291] [INFO ] [sig ] Generating forecast for: ZK [2025-10-09T00:09:41.170385] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZK' from 'https://tdm.silogroup.org/data/derivative_storage/ZK.csv'. [2025-10-09T00:09:41.180595] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZK'. [2025-10-09T00:09:41.180924] [INFO ] [FORECASTER] Starting predict_future for ZK [2025-10-09T00:09:41.206104] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:41.206858] [DEBUG] [LOCAL ] No optimal features file found for ZK: ./output/feature-sets/ZK.txt [2025-10-09T00:09:41.206934] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:41.207006] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:41.207074] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:41.207171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:41.224583] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:41.225169] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:41.225274] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:41.225342] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:41.261963] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:41.262056] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:41.262096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:41.262128] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:41.265276] [DEBUG] [FORECASTER] ZK: Forecast T+1@11:T+2@11: DOWN (p=1.63%) [2025-10-09T00:09:41.265563] [INFO ] [FORECASTER] Completed predict_future for ZK [2025-10-09T00:09:41.265763] [INFO ] [sig ] ZK: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:41.404473] [INFO ] [LOCAL ] Saved forecast: ZK 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZK.txt [2025-10-09T00:09:41.404727] [WARN ] [sig ] [2205/2211] Failed ZK after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 1.2s [2025-10-09T00:09:41.404808] [INFO ] [sig ] [2206/2211] Forecasting ZKH... [2025-10-09T00:09:41.404876] [INFO ] [sig ] Generating forecast for: ZKH [2025-10-09T00:09:41.404921] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZKH' from 'https://tdm.silogroup.org/data/derivative_storage/ZKH.csv'. [2025-10-09T00:09:41.418750] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'ZKH'. [2025-10-09T00:09:41.419128] [INFO ] [FORECASTER] Starting predict_future for ZKH [2025-10-09T00:09:41.445371] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:41.446130] [DEBUG] [LOCAL ] No optimal features file found for ZKH: ./output/feature-sets/ZKH.txt [2025-10-09T00:09:41.446206] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:41.446276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:41.446343] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:41.446441] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:41.463876] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:41.464530] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:41.464633] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:41.464727] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:41.500412] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:41.500497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:41.500537] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:41.500570] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:41.503757] [DEBUG] [FORECASTER] ZKH: Forecast T+1@11:T+2@11: DOWN (p=9.55%) [2025-10-09T00:09:41.504026] [INFO ] [FORECASTER] Completed predict_future for ZKH [2025-10-09T00:09:41.504186] [INFO ] [sig ] ZKH: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:41.643326] [INFO ] [LOCAL ] Saved forecast: ZKH 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZKH.txt [2025-10-09T00:09:41.643548] [WARN ] [sig ] [2206/2211] Failed ZKH after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 1.0s [2025-10-09T00:09:41.643625] [INFO ] [sig ] [2207/2211] Forecasting ZTO... [2025-10-09T00:09:41.643717] [INFO ] [sig ] Generating forecast for: ZTO [2025-10-09T00:09:41.643788] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZTO' from 'https://tdm.silogroup.org/data/derivative_storage/ZTO.csv'. [2025-10-09T00:09:41.654510] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZTO'. [2025-10-09T00:09:41.654831] [INFO ] [FORECASTER] Starting predict_future for ZTO [2025-10-09T00:09:41.679953] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:41.680744] [DEBUG] [LOCAL ] No optimal features file found for ZTO: ./output/feature-sets/ZTO.txt [2025-10-09T00:09:41.680820] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:41.680891] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:41.680972] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:41.681124] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:41.698288] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:41.698975] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:41.699080] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:41.699160] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:41.735193] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:41.735283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:41.735322] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:41.735355] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:41.738420] [DEBUG] [FORECASTER] ZTO: Forecast T+1@11:T+2@11: DOWN (p=45.39%) [2025-10-09T00:09:41.738724] [INFO ] [FORECASTER] Completed predict_future for ZTO [2025-10-09T00:09:41.738875] [INFO ] [sig ] ZTO: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:41.878525] [INFO ] [LOCAL ] Saved forecast: ZTO 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZTO.txt [2025-10-09T00:09:41.878783] [WARN ] [sig ] [2207/2211] Failed ZTO after 0.2s | 5.02 sym/s | Total: 7.3m | ETA: 0.8s [2025-10-09T00:09:41.878862] [INFO ] [sig ] [2208/2211] Forecasting ZTR... [2025-10-09T00:09:41.878932] [INFO ] [sig ] Generating forecast for: ZTR [2025-10-09T00:09:41.879002] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZTR' from 'https://tdm.silogroup.org/data/derivative_storage/ZTR.csv'. [2025-10-09T00:09:41.889851] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZTR'. [2025-10-09T00:09:41.890267] [INFO ] [FORECASTER] Starting predict_future for ZTR [2025-10-09T00:09:41.917343] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:41.918146] [DEBUG] [LOCAL ] No optimal features file found for ZTR: ./output/feature-sets/ZTR.txt [2025-10-09T00:09:41.918230] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:41.918302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:41.918372] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:41.918471] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:41.937237] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:41.937866] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:41.937973] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:41.938058] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:41.975549] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:41.975688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:41.975754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:41.975792] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:41.979390] [DEBUG] [FORECASTER] ZTR: Forecast T+1@11:T+2@11: UP (p=95.97%) [2025-10-09T00:09:41.979734] [INFO ] [FORECASTER] Completed predict_future for ZTR [2025-10-09T00:09:41.979917] [INFO ] [sig ] ZTR: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:42.129775] [INFO ] [LOCAL ] Saved forecast: ZTR 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ZTR.txt [2025-10-09T00:09:42.130045] [WARN ] [sig ] [2208/2211] Failed ZTR after 0.3s | 5.02 sym/s | Total: 7.3m | ETA: 0.6s [2025-10-09T00:09:42.130124] [INFO ] [sig ] [2209/2211] Forecasting ZTS... [2025-10-09T00:09:42.130252] [INFO ] [sig ] Generating forecast for: ZTS [2025-10-09T00:09:42.130335] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZTS' from 'https://tdm.silogroup.org/data/derivative_storage/ZTS.csv'. [2025-10-09T00:09:42.141301] [DEBUG] [REMOTE ] Successfully parsed 1793 rows of historical data for symbol 'ZTS'. [2025-10-09T00:09:42.141677] [INFO ] [FORECASTER] Starting predict_future for ZTS [2025-10-09T00:09:42.167220] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:42.168049] [DEBUG] [LOCAL ] No optimal features file found for ZTS: ./output/feature-sets/ZTS.txt [2025-10-09T00:09:42.168126] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:42.168197] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:42.168277] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:42.168396] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:42.185817] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:42.186457] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:42.186573] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:42.186677] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:42.222445] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:42.222555] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:42.222597] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:42.222629] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:42.225988] [DEBUG] [FORECASTER] ZTS: Forecast T+1@11:T+2@11: UP (p=64.16%) [2025-10-09T00:09:42.226272] [INFO ] [FORECASTER] Completed predict_future for ZTS [2025-10-09T00:09:42.226410] [INFO ] [sig ] ZTS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:42.372224] [INFO ] [LOCAL ] Saved forecast: ZTS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ZTS.txt [2025-10-09T00:09:42.372582] [WARN ] [sig ] [2209/2211] Failed ZTS after 0.2s | 5.01 sym/s | Total: 7.3m | ETA: 0.4s [2025-10-09T00:09:42.372690] [INFO ] [sig ] [2210/2211] Forecasting ZVIA... [2025-10-09T00:09:42.372773] [INFO ] [sig ] Generating forecast for: ZVIA [2025-10-09T00:09:42.372856] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZVIA' from 'https://tdm.silogroup.org/data/derivative_storage/ZVIA.csv'. [2025-10-09T00:09:42.382986] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZVIA'. [2025-10-09T00:09:42.383318] [INFO ] [FORECASTER] Starting predict_future for ZVIA [2025-10-09T00:09:42.409041] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:42.409861] [DEBUG] [LOCAL ] No optimal features file found for ZVIA: ./output/feature-sets/ZVIA.txt [2025-10-09T00:09:42.409938] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:42.410051] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:42.410123] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:42.410221] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:42.427719] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:42.428299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:42.428404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:42.428473] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:42.462912] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:42.463030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:42.463072] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:42.463104] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:42.466318] [DEBUG] [FORECASTER] ZVIA: Forecast T+1@11:T+2@11: DOWN (p=26.45%) [2025-10-09T00:09:42.466639] [INFO ] [FORECASTER] Completed predict_future for ZVIA [2025-10-09T00:09:42.466823] [INFO ] [sig ] ZVIA: Forecast for 2025-10-08: DOWN (sign=0.00) [2025-10-09T00:09:42.609862] [INFO ] [LOCAL ] Saved forecast: ZVIA 2025-10-09 0 -> ./output/forecasts/individual/2025-10-09/ZVIA.txt [2025-10-09T00:09:42.610131] [WARN ] [sig ] [2210/2211] Failed ZVIA after 0.2s | 5.01 sym/s | Total: 7.3m | ETA: 0.2s [2025-10-09T00:09:42.610208] [INFO ] [sig ] [2211/2211] Forecasting ZWS... [2025-10-09T00:09:42.610280] [INFO ] [sig ] Generating forecast for: ZWS [2025-10-09T00:09:42.610325] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZWS' from 'https://tdm.silogroup.org/data/derivative_storage/ZWS.csv'. [2025-10-09T00:09:42.620330] [DEBUG] [REMOTE ] Successfully parsed 1794 rows of historical data for symbol 'ZWS'. [2025-10-09T00:09:42.620632] [INFO ] [FORECASTER] Starting predict_future for ZWS [2025-10-09T00:09:42.646039] [DEBUG] [FEATURES ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days) [2025-10-09T00:09:42.646806] [DEBUG] [LOCAL ] No optimal features file found for ZWS: ./output/feature-sets/ZWS.txt [2025-10-09T00:09:42.646883] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T00:09:42.646954] [DEBUG] [FORECASTER] Starting train method [2025-10-09T00:09:42.647021] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T00:09:42.647118] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T00:09:42.664455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T00:09:42.665065] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T00:09:42.665168] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T00:09:42.665237] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T00:09:42.699997] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T00:09:42.700091] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T00:09:42.700132] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T00:09:42.700165] [INFO ] [FORECASTER] Training complete [2025-10-09T00:09:42.703277] [DEBUG] [FORECASTER] ZWS: Forecast T+1@11:T+2@11: UP (p=60.33%) [2025-10-09T00:09:42.703556] [INFO ] [FORECASTER] Completed predict_future for ZWS [2025-10-09T00:09:42.703723] [INFO ] [sig ] ZWS: Forecast for 2025-10-08: UP (sign=1.00) [2025-10-09T00:09:42.843482] [INFO ] [LOCAL ] Saved forecast: ZWS 2025-10-09 1 -> ./output/forecasts/individual/2025-10-09/ZWS.txt [2025-10-09T00:09:42.843726] [WARN ] [sig ] [2211/2211] Failed ZWS after 0.2s | 5.01 sym/s | Total: 7.3m | ETA: 0.0s [2025-10-09T00:09:42.843822] [INFO ] [sig ] ================================================== [2025-10-09T00:09:42.843895] [INFO ] [sig ] Forecasts complete: 1767/2211 symbols succeeded [2025-10-09T00:09:42.844084] [WARN ] [sig ] Failed symbols: AB, ABCB, ACA, ACEL, ACI, ACM, ACV, ACVA, AEE, AEG, AGRO, AN, ANVS, AOD, AON, AOS, ARCO, ARLO, ARR, ASA, AVY, BAH, BBDO, BCH, BEN, BEPC, BFS, BLD, BN, BNS, BRO, BSX, BTT, BTU, BYD, CBRE, CHCT, CHGG, CHPT, CHT, CIEN, CII, CIM, CION, CLF, CLS, CMRE, CNI, CNX, COMP, CON, COOK, COP, COTY, CP, CRH, CRT, CTOS, CTS, CTVA, CVE, CWEN, CWH, CWT, DAY, DBD, DBL, DCO, DDD, DEI, DEO, DG, DHF, DIS, DLNG, DMO, DSM, DSX, DTW, DUKB, DVN, DX, EB, EFC, EGO, EICC, EMP, FHI, FRGE, GEL, GNTY, HGER, HYT, L, MPW, MPX, MRC, MRK, MS, MSA, MSB, MSCI, MSDL, MSGE, MSGS, MSI, MSM, MT, MTAL, MTB, MTD, MTDR, MTG, MTH, MTN, MTRN, MTUS, MTW, MTX, MTZ, MUFG, MUR, MUSA, MUX, MVO, MWA, MX, MYE, NABL, NAT, NATL, NBHC, NBR, NBXG, NC, NCDL, NCLH, NDMO, NE, NEE, NEM, NET, NEU, NEUE, NEXA, NFG, NGG, NGL, NGS, NGVC, NGVT, NHI, NI, NIC, NINE, NIO, NJR, NLOP, NLY, NMAI, NMCO, NMG, NMM, NMR, NNI, NNN, NOA, NOAH, NOC, NOG, NOK, NOMD, NOTE, NOV, NOW, NPCT, NPFD, NPK, NPO, NPWR, NRDY, NREF, NRG, NRGV, NRP, NRT, NRUC, NSA, NSC, NSP, NTB, NTR, NTST, NU, NUS, NUVB, NVGS, NVO, NVR, NVRI, NVS, NVST, NVT, NWG, NWN, NX, NXDT, NXE, NXG, NXRT, NYT, OBDC, OBK, OC, OCFT, ODC, ODV, OEC, OFG, OGE, OGN, OGS, OHI, OI, OII, OIS, OKE, OKLO, OLN, OLP, OMC, OMF, OMI, ONIT, ONL, ONON, ONTF, ONTO, OOMA, OPAD, OPFI, OR, ORA, ORC, ORN, OSCR, OTIS, OUT, OVV, OWL, OWLT, OXM, PAAS, PAC, PACK, PACS, PAG, PAGS, PAR, PARR, PATH, PAXS, PAY, PAYC, PB, PBA, PBF, PBH, PBI, PBR, PBT, PCG, PCOR, PD, PDM, PDS, PDX, PEB, PEG, PEN, PERF, PFD, PFE, PFGC, PFH, PFLT, PFS, PFSI, PG, PGR, PGRE, PH, PHG, PHI, PHIN, PHM, PHR, PII, PINE, PINS, PIPR, PJT, PK, PKE, PKG, PKST, PKX, PL, PLD, PLNT, PLOW, PLYM, PM, PMT, PNC, PNNT, PNR, PNW, POR, POST, PPG, PPL, PR, PRA, PRG, PRGO, PRH, PRI, PRIM, PRKS, PRLB, PRM, PRMB, PRO, PRT, PRU, PSA, PSBD, PSFE, PSN, PSO, PSQH, PSTG, PSTL, PSX, PTA, PUK, PUMP, PVH, PVL, PWR, PX, QBTS, QD, QGEN, QS, QSR, QTWO, QUAD, QVCC, QVCD, QXO, R, RACE, RAMP, RBA, RBC, RBLX, RBOT, RBRK, RC, RCI, RCL, RCUS, RDDT, RDN, RDW, RDY, RELX, RERE, RES, REVG, REX, REXR, REZI, RF, RFL, RFM, RFMZ, RGA, RGR, RH, RHI, RHP, RIG, RIO, RITM, RJF, RKT, RL, RLI, RLJ, RLTY, RLX, RM, RMAX, RMD, RMI, RMM, RMMZ, RNG, RNGR, RNR, RNST, ROG, ROK, ROL, RPM, RPT, RQI, RRC, RRX, RS, RSG, RSI, RSKD, RTO, RTX, RVLV, RVTY, RWT, RXO, RY, RYAM, SARO, SD, SKM, SSD, TDOC, TFC, THR, TXT, UVE, WOLF [2025-10-09T00:09:42.844196] [INFO ] [sig ] Automatically generating consolidated reports... [2025-10-09T00:09:42.844297] [INFO ] [sig ] Generating consolidated forecast reports [2025-10-09T00:09:42.844461] [INFO ] [sig ] Found 1 forecast dates to process [2025-10-09T00:09:42.844533] [INFO ] [sig ] [1/1] Processing report for 2025-10-09... [2025-10-09T00:09:42.923881] [DEBUG] [LOCAL ] Loaded configuration for GATX: 1 features, 70.0% accuracy [2025-10-09T00:09:42.924068] [DEBUG] [LOCAL ] Loaded configuration for TNET: 0 features, 60.0% accuracy [2025-10-09T00:09:42.924219] [DEBUG] [LOCAL ] Loaded configuration for LXFR: 2 features, 80.0% accuracy [2025-10-09T00:09:42.924397] [DEBUG] [LOCAL ] Loaded configuration for PFL: 3 features, 50.0% accuracy [2025-10-09T00:09:42.924609] [DEBUG] [LOCAL ] Loaded configuration for ABEV: 0 features, 80.0% accuracy [2025-10-09T00:09:42.924785] [DEBUG] [LOCAL ] Loaded configuration for MP: 3 features, 90.0% accuracy [2025-10-09T00:09:42.924936] [DEBUG] [LOCAL ] Loaded configuration for WK: 1 features, 70.0% accuracy [2025-10-09T00:09:42.925107] [DEBUG] [LOCAL ] Loaded configuration for FIX: 0 features, 70.0% accuracy [2025-10-09T00:09:42.925250] [DEBUG] [LOCAL ] Loaded configuration for FNF: 1 features, 80.0% accuracy [2025-10-09T00:09:42.925398] [DEBUG] [LOCAL ] Loaded configuration for BXC: 3 features, 70.0% accuracy [2025-10-09T00:09:42.925528] [DEBUG] [LOCAL ] Loaded configuration for MGRB: 2 features, 50.0% accuracy [2025-10-09T00:09:42.925740] [DEBUG] [LOCAL ] Loaded configuration for CEE: 2 features, 90.0% accuracy [2025-10-09T00:09:42.925896] [DEBUG] [LOCAL ] Loaded configuration for RGT: 2 features, 90.0% accuracy [2025-10-09T00:09:42.926079] [DEBUG] [LOCAL ] Loaded configuration for LBRT: 3 features, 70.0% accuracy [2025-10-09T00:09:42.926246] [DEBUG] [LOCAL ] Loaded configuration for LOMA: 2 features, 60.0% accuracy [2025-10-09T00:09:42.926414] [DEBUG] [LOCAL ] Loaded configuration for IOT: 4 features, 80.0% accuracy [2025-10-09T00:09:42.926560] [DEBUG] [LOCAL ] Loaded configuration for INSP: 0 features, 70.0% accuracy [2025-10-09T00:09:42.926726] [DEBUG] [LOCAL ] Loaded configuration for MIR: 4 features, 90.0% accuracy [2025-10-09T00:09:42.926868] [DEBUG] [LOCAL ] Loaded configuration for IX: 3 features, 80.0% accuracy [2025-10-09T00:09:42.927038] [DEBUG] [LOCAL ] Loaded configuration for GDIV: 3 features, 70.0% accuracy [2025-10-09T00:09:42.927195] [DEBUG] [LOCAL ] Loaded configuration for AVAL: 3 features, 70.0% accuracy [2025-10-09T00:09:42.927361] [DEBUG] [LOCAL ] Loaded configuration for TV: 2 features, 80.0% accuracy [2025-10-09T00:09:42.927515] [DEBUG] [LOCAL ] Loaded configuration for LEG: 2 features, 70.0% accuracy [2025-10-09T00:09:42.927703] [DEBUG] [LOCAL ] Loaded configuration for J: 2 features, 80.0% accuracy [2025-10-09T00:09:42.927877] [DEBUG] [LOCAL ] Loaded configuration for DLR: 4 features, 70.0% accuracy [2025-10-09T00:09:42.928021] [DEBUG] [LOCAL ] Loaded configuration for LEO: 2 features, 70.0% accuracy [2025-10-09T00:09:42.928173] [DEBUG] [LOCAL ] Loaded configuration for WOW: 3 features, 90.0% accuracy [2025-10-09T00:09:42.928323] [DEBUG] [LOCAL ] Loaded configuration for GHLD: 2 features, 80.0% accuracy [2025-10-09T00:09:42.928477] [DEBUG] [LOCAL ] Loaded configuration for KKRS: 2 features, 90.0% accuracy [2025-10-09T00:09:42.928620] [DEBUG] [LOCAL ] Loaded configuration for FLS: 4 features, 70.0% accuracy [2025-10-09T00:09:42.928836] [DEBUG] [LOCAL ] Loaded configuration for HCI: 3 features, 80.0% accuracy [2025-10-09T00:09:42.928993] [DEBUG] [LOCAL ] Loaded configuration for MVT: 4 features, 70.0% accuracy [2025-10-09T00:09:42.929140] [DEBUG] [LOCAL ] Loaded configuration for LPL: 4 features, 80.0% accuracy [2025-10-09T00:09:42.929459] [DEBUG] [LOCAL ] Loaded configuration for BABA: 3 features, 90.0% accuracy [2025-10-09T00:09:42.929625] [DEBUG] [LOCAL ] Loaded configuration for VIST: 1 features, 90.0% accuracy [2025-10-09T00:09:42.929810] [DEBUG] [LOCAL ] Loaded configuration for ACP: 2 features, 90.0% accuracy [2025-10-09T00:09:42.929970] [DEBUG] [LOCAL ] Loaded configuration for UVV: 3 features, 70.0% accuracy [2025-10-09T00:09:42.930125] [DEBUG] [LOCAL ] Loaded configuration for SCL: 3 features, 50.0% accuracy [2025-10-09T00:09:42.930275] [DEBUG] [LOCAL ] Loaded configuration for ACRE: 3 features, 90.0% accuracy [2025-10-09T00:09:42.930402] [DEBUG] [LOCAL ] Loaded configuration for CLX: 4 features, 100.0% accuracy [2025-10-09T00:09:42.930548] [DEBUG] [LOCAL ] Loaded configuration for GL: 4 features, 80.0% accuracy [2025-10-09T00:09:42.930735] [DEBUG] [LOCAL ] Loaded configuration for NQP: 0 features, 70.0% accuracy [2025-10-09T00:09:42.930880] [DEBUG] [LOCAL ] Loaded configuration for TIMB: 2 features, 80.0% accuracy [2025-10-09T00:09:42.931007] [DEBUG] [LOCAL ] Loaded configuration for NRK: 1 features, 60.0% accuracy [2025-10-09T00:09:42.931140] [DEBUG] [LOCAL ] Loaded configuration for KMPR: 1 features, 60.0% accuracy [2025-10-09T00:09:42.931312] [DEBUG] [LOCAL ] Loaded configuration for CMS: 2 features, 70.0% accuracy [2025-10-09T00:09:42.931472] [DEBUG] [LOCAL ] Loaded configuration for BGY: 2 features, 80.0% accuracy [2025-10-09T00:09:42.931617] [DEBUG] [LOCAL ] Loaded configuration for GMED: 4 features, 60.0% accuracy [2025-10-09T00:09:42.931794] [DEBUG] [LOCAL ] Loaded configuration for IGA: 2 features, 70.0% accuracy [2025-10-09T00:09:42.931957] [DEBUG] [LOCAL ] Loaded configuration for ARE: 3 features, 80.0% accuracy [2025-10-09T00:09:42.932106] [DEBUG] [LOCAL ] Loaded configuration for BRX: 5 features, 80.0% accuracy [2025-10-09T00:09:42.932263] [DEBUG] [LOCAL ] Loaded configuration for SHW: 3 features, 80.0% accuracy [2025-10-09T00:09:42.932415] [DEBUG] [LOCAL ] Loaded configuration for AZO: 3 features, 80.0% accuracy [2025-10-09T00:09:42.932560] [DEBUG] [LOCAL ] Loaded configuration for AVTR: 1 features, 70.0% accuracy [2025-10-09T00:09:42.932728] [DEBUG] [LOCAL ] Loaded configuration for AMX: 2 features, 90.0% accuracy [2025-10-09T00:09:42.932854] [DEBUG] [LOCAL ] Loaded configuration for CMA: 2 features, 70.0% accuracy [2025-10-09T00:09:42.933011] [DEBUG] [LOCAL ] Loaded configuration for CARS: 2 features, 50.0% accuracy [2025-10-09T00:09:42.933158] [DEBUG] [LOCAL ] Loaded configuration for AQNB: 3 features, 60.0% accuracy [2025-10-09T00:09:42.933301] [DEBUG] [LOCAL ] Loaded configuration for EPC: 1 features, 70.0% accuracy [2025-10-09T00:09:42.933446] [DEBUG] [LOCAL ] Loaded configuration for CATO: 0 features, 70.0% accuracy [2025-10-09T00:09:42.933591] [DEBUG] [LOCAL ] Loaded configuration for MFSG: 1 features, 90.0% accuracy [2025-10-09T00:09:42.933760] [DEBUG] [LOCAL ] Loaded configuration for PCN: 1 features, 70.0% accuracy [2025-10-09T00:09:42.933894] [DEBUG] [LOCAL ] Loaded configuration for SXC: 6 features, 80.0% accuracy [2025-10-09T00:09:42.934033] [DEBUG] [LOCAL ] Loaded configuration for MA: 2 features, 90.0% accuracy [2025-10-09T00:09:42.934177] [DEBUG] [LOCAL ] Loaded configuration for KNF: 4 features, 70.0% accuracy [2025-10-09T00:09:42.934323] [DEBUG] [LOCAL ] Loaded configuration for YMM: 3 features, 90.0% accuracy [2025-10-09T00:09:42.934485] [DEBUG] [LOCAL ] Loaded configuration for CTRA: 0 features, 70.0% accuracy [2025-10-09T00:09:42.934612] [DEBUG] [LOCAL ] Loaded configuration for PHK: 1 features, 60.0% accuracy [2025-10-09T00:09:42.934786] [DEBUG] [LOCAL ] Loaded configuration for UZF: 2 features, 70.0% accuracy [2025-10-09T00:09:42.934949] [DEBUG] [LOCAL ] Loaded configuration for BHC: 2 features, 90.0% accuracy [2025-10-09T00:09:42.935092] [DEBUG] [LOCAL ] Loaded configuration for WHD: 2 features, 60.0% accuracy [2025-10-09T00:09:42.935240] [DEBUG] [LOCAL ] Loaded configuration for BKN: 0 features, 70.0% accuracy [2025-10-09T00:09:42.935374] [DEBUG] [LOCAL ] Loaded configuration for ELF: 1 features, 90.0% accuracy [2025-10-09T00:09:42.935499] [DEBUG] [LOCAL ] Loaded configuration for WTTR: 2 features, 60.0% accuracy [2025-10-09T00:09:42.935687] [DEBUG] [LOCAL ] Loaded configuration for STEL: 4 features, 60.0% accuracy [2025-10-09T00:09:42.935823] [DEBUG] [LOCAL ] Loaded configuration for TOL: 3 features, 90.0% accuracy [2025-10-09T00:09:42.935991] [DEBUG] [LOCAL ] Loaded configuration for SILA: 2 features, 60.0% accuracy [2025-10-09T00:09:42.936143] [DEBUG] [LOCAL ] Loaded configuration for KIM: 0 features, 90.0% accuracy [2025-10-09T00:09:42.936294] [DEBUG] [LOCAL ] Loaded configuration for TSN: 2 features, 50.0% accuracy [2025-10-09T00:09:42.936444] [DEBUG] [LOCAL ] Loaded configuration for BIT: 2 features, 90.0% accuracy [2025-10-09T00:09:42.936605] [DEBUG] [LOCAL ] Loaded configuration for YEXT: 3 features, 80.0% accuracy [2025-10-09T00:09:42.936773] [DEBUG] [LOCAL ] Loaded configuration for VHI: 4 features, 60.0% accuracy [2025-10-09T00:09:42.936914] [DEBUG] [LOCAL ] Loaded configuration for FTV: 0 features, 70.0% accuracy [2025-10-09T00:09:42.937053] [DEBUG] [LOCAL ] Loaded configuration for ZTR: 3 features, 90.0% accuracy [2025-10-09T00:09:42.937197] [DEBUG] [LOCAL ] Loaded configuration for VATE: 0 features, 80.0% accuracy [2025-10-09T00:09:42.937324] [DEBUG] [LOCAL ] Loaded configuration for AHT: 2 features, 80.0% accuracy [2025-10-09T00:09:42.937475] [DEBUG] [LOCAL ] Loaded configuration for TGLS: 5 features, 70.0% accuracy [2025-10-09T00:09:42.937615] [DEBUG] [LOCAL ] Loaded configuration for VSCO: 1 features, 80.0% accuracy [2025-10-09T00:09:42.937782] [DEBUG] [LOCAL ] Loaded configuration for IP: 3 features, 50.0% accuracy [2025-10-09T00:09:42.937940] [DEBUG] [LOCAL ] Loaded configuration for BGT: 0 features, 60.0% accuracy [2025-10-09T00:09:42.938102] [DEBUG] [LOCAL ] Loaded configuration for EIC: 0 features, 80.0% accuracy [2025-10-09T00:09:42.938273] [DEBUG] [LOCAL ] Loaded configuration for CB: 1 features, 100.0% accuracy [2025-10-09T00:09:42.938442] [DEBUG] [LOCAL ] Loaded configuration for PDT: 0 features, 40.0% accuracy [2025-10-09T00:09:42.938597] [DEBUG] [LOCAL ] Loaded configuration for IEX: 0 features, 70.0% accuracy [2025-10-09T00:09:42.938767] [DEBUG] [LOCAL ] Loaded configuration for AXL: 1 features, 70.0% accuracy [2025-10-09T00:09:42.938922] [DEBUG] [LOCAL ] Loaded configuration for UBS: 1 features, 60.0% accuracy [2025-10-09T00:09:42.939085] [DEBUG] [LOCAL ] Loaded configuration for HRL: 1 features, 70.0% accuracy [2025-10-09T00:09:42.939236] [DEBUG] [LOCAL ] Loaded configuration for CCK: 4 features, 60.0% accuracy [2025-10-09T00:09:42.940013] [DEBUG] [LOCAL ] Loaded configuration for LION: 0 features, 70.0% accuracy [2025-10-09T00:09:42.940172] [DEBUG] [LOCAL ] Loaded configuration for BTZ: 0 features, 50.0% accuracy [2025-10-09T00:09:42.940327] [DEBUG] [LOCAL ] Loaded configuration for TISI: 1 features, 40.0% accuracy [2025-10-09T00:09:42.940487] [DEBUG] [LOCAL ] Loaded configuration for DOUG: 4 features, 90.0% accuracy [2025-10-09T00:09:42.940624] [DEBUG] [LOCAL ] Loaded configuration for JHS: 2 features, 60.0% accuracy [2025-10-09T00:09:42.940793] [DEBUG] [LOCAL ] Loaded configuration for XPEV: 2 features, 80.0% accuracy [2025-10-09T00:09:42.940922] [DEBUG] [LOCAL ] Loaded configuration for BLW: 4 features, 80.0% accuracy [2025-10-09T00:09:42.941090] [DEBUG] [LOCAL ] Loaded configuration for IHG: 1 features, 80.0% accuracy [2025-10-09T00:09:42.941219] [DEBUG] [LOCAL ] Loaded configuration for TNK: 1 features, 70.0% accuracy [2025-10-09T00:09:42.941379] [DEBUG] [LOCAL ] Loaded configuration for BNJ: 2 features, 60.0% accuracy [2025-10-09T00:09:42.941548] [DEBUG] [LOCAL ] Loaded configuration for WCC: 3 features, 90.0% accuracy [2025-10-09T00:09:42.941719] [DEBUG] [LOCAL ] Loaded configuration for UDR: 2 features, 70.0% accuracy [2025-10-09T00:09:42.941882] [DEBUG] [LOCAL ] Loaded configuration for LYG: 3 features, 90.0% accuracy [2025-10-09T00:09:42.941996] [DEBUG] [LOCAL ] Loaded configuration for SOR: 3 features, 80.0% accuracy [2025-10-09T00:09:42.942156] [DEBUG] [LOCAL ] Loaded configuration for KOS: 0 features, 80.0% accuracy [2025-10-09T00:09:42.942329] [DEBUG] [LOCAL ] Loaded configuration for VTEX: 1 features, 90.0% accuracy [2025-10-09T00:09:42.942457] [DEBUG] [LOCAL ] Loaded configuration for NMZ: 3 features, 90.0% accuracy [2025-10-09T00:09:42.942609] [DEBUG] [LOCAL ] Loaded configuration for ETX: 2 features, 80.0% accuracy [2025-10-09T00:09:42.942761] [DEBUG] [LOCAL ] Loaded configuration for LZB: 3 features, 90.0% accuracy [2025-10-09T00:09:42.942894] [DEBUG] [LOCAL ] Loaded configuration for IDE: 0 features, 90.0% accuracy [2025-10-09T00:09:42.943026] [DEBUG] [LOCAL ] Loaded configuration for NUW: 0 features, 50.0% accuracy [2025-10-09T00:09:42.943176] [DEBUG] [LOCAL ] Loaded configuration for JBL: 2 features, 50.0% accuracy [2025-10-09T00:09:42.943328] [DEBUG] [LOCAL ] Loaded configuration for FUN: 3 features, 80.0% accuracy [2025-10-09T00:09:42.943473] [DEBUG] [LOCAL ] Loaded configuration for CTO: 1 features, 70.0% accuracy [2025-10-09T00:09:42.943624] [DEBUG] [LOCAL ] Loaded configuration for ECC: 3 features, 90.0% accuracy [2025-10-09T00:09:42.943802] [DEBUG] [LOCAL ] Loaded configuration for BG: 2 features, 70.0% accuracy [2025-10-09T00:09:42.943949] [DEBUG] [LOCAL ] Loaded configuration for KTF: 3 features, 80.0% accuracy [2025-10-09T00:09:42.944093] [DEBUG] [LOCAL ] Loaded configuration for TSQ: 2 features, 60.0% accuracy [2025-10-09T00:09:42.944239] [DEBUG] [LOCAL ] Loaded configuration for CNC: 1 features, 70.0% accuracy [2025-10-09T00:09:42.944380] [DEBUG] [LOCAL ] Loaded configuration for LZM: 3 features, 80.0% accuracy [2025-10-09T00:09:42.944532] [DEBUG] [LOCAL ] Loaded configuration for ATGE: 4 features, 80.0% accuracy [2025-10-09T00:09:42.944723] [DEBUG] [LOCAL ] Loaded configuration for BXMX: 2 features, 70.0% accuracy [2025-10-09T00:09:42.944858] [DEBUG] [LOCAL ] Loaded configuration for AQN: 0 features, 90.0% accuracy [2025-10-09T00:09:42.945013] [DEBUG] [LOCAL ] Loaded configuration for RYI: 2 features, 80.0% accuracy [2025-10-09T00:09:42.945183] [DEBUG] [LOCAL ] Loaded configuration for HPE: 2 features, 70.0% accuracy [2025-10-09T00:09:42.945300] [DEBUG] [LOCAL ] Loaded configuration for VTLE: 2 features, 70.0% accuracy [2025-10-09T00:09:42.945440] [DEBUG] [LOCAL ] Loaded configuration for GHM: 1 features, 80.0% accuracy [2025-10-09T00:09:42.945587] [DEBUG] [LOCAL ] Loaded configuration for DAC: 4 features, 90.0% accuracy [2025-10-09T00:09:42.945759] [DEBUG] [LOCAL ] Loaded configuration for AFL: 3 features, 100.0% accuracy [2025-10-09T00:09:42.945917] [DEBUG] [LOCAL ] Loaded configuration for LMND: 3 features, 60.0% accuracy [2025-10-09T00:09:42.946064] [DEBUG] [LOCAL ] Loaded configuration for BIPH: 1 features, 80.0% accuracy [2025-10-09T00:09:42.946217] [DEBUG] [LOCAL ] Loaded configuration for RMT: 1 features, 60.0% accuracy [2025-10-09T00:09:42.946362] [DEBUG] [LOCAL ] Loaded configuration for BJ: 1 features, 60.0% accuracy [2025-10-09T00:09:42.946490] [DEBUG] [LOCAL ] Loaded configuration for BARK: 2 features, 70.0% accuracy [2025-10-09T00:09:42.946616] [DEBUG] [LOCAL ] Loaded configuration for SQNS: 4 features, 90.0% accuracy [2025-10-09T00:09:42.946775] [DEBUG] [LOCAL ] Loaded configuration for CNK: 3 features, 80.0% accuracy [2025-10-09T00:09:42.946903] [DEBUG] [LOCAL ] Loaded configuration for STEM: 4 features, 80.0% accuracy [2025-10-09T00:09:42.947048] [DEBUG] [LOCAL ] Loaded configuration for FIHL: 1 features, 50.0% accuracy [2025-10-09T00:09:42.947187] [DEBUG] [LOCAL ] Loaded configuration for HLF: 2 features, 70.0% accuracy [2025-10-09T00:09:42.947339] [DEBUG] [LOCAL ] Loaded configuration for BDN: 7 features, 80.0% accuracy [2025-10-09T00:09:42.947501] [DEBUG] [LOCAL ] Loaded configuration for VOC: 1 features, 80.0% accuracy [2025-10-09T00:09:42.947683] [DEBUG] [LOCAL ] Loaded configuration for HLIO: 2 features, 60.0% accuracy [2025-10-09T00:09:42.947841] [DEBUG] [LOCAL ] Loaded configuration for SNV: 2 features, 50.0% accuracy [2025-10-09T00:09:42.947967] [DEBUG] [LOCAL ] Loaded configuration for XOM: 0 features, 80.0% accuracy [2025-10-09T00:09:42.948094] [DEBUG] [LOCAL ] Loaded configuration for FVRR: 2 features, 90.0% accuracy [2025-10-09T00:09:42.948232] [DEBUG] [LOCAL ] Loaded configuration for UAA: 1 features, 70.0% accuracy [2025-10-09T00:09:42.948359] [DEBUG] [LOCAL ] Loaded configuration for BGS: 3 features, 80.0% accuracy [2025-10-09T00:09:42.948504] [DEBUG] [LOCAL ] Loaded configuration for HUN: 2 features, 70.0% accuracy [2025-10-09T00:09:42.948691] [DEBUG] [LOCAL ] Loaded configuration for ALEX: 2 features, 90.0% accuracy [2025-10-09T00:09:42.948836] [DEBUG] [LOCAL ] Loaded configuration for BE: 2 features, 70.0% accuracy [2025-10-09T00:09:42.948973] [DEBUG] [LOCAL ] Loaded configuration for VEL: 3 features, 70.0% accuracy [2025-10-09T00:09:42.949134] [DEBUG] [LOCAL ] Loaded configuration for GUG: 1 features, 60.0% accuracy [2025-10-09T00:09:42.949287] [DEBUG] [LOCAL ] Loaded configuration for TX: 2 features, 90.0% accuracy [2025-10-09T00:09:42.949454] [DEBUG] [LOCAL ] Loaded configuration for KN: 4 features, 100.0% accuracy [2025-10-09T00:09:42.949599] [DEBUG] [LOCAL ] Loaded configuration for EVC: 1 features, 70.0% accuracy [2025-10-09T00:09:42.949754] [DEBUG] [LOCAL ] Loaded configuration for ARES: 4 features, 70.0% accuracy [2025-10-09T00:09:42.949868] [DEBUG] [LOCAL ] Loaded configuration for BMY: 1 features, 40.0% accuracy [2025-10-09T00:09:42.949992] [DEBUG] [LOCAL ] Loaded configuration for BBD: 4 features, 90.0% accuracy [2025-10-09T00:09:42.950143] [DEBUG] [LOCAL ] Loaded configuration for EDN: 2 features, 90.0% accuracy [2025-10-09T00:09:42.950288] [DEBUG] [LOCAL ] Loaded configuration for SPCE: 2 features, 80.0% accuracy [2025-10-09T00:09:42.950433] [DEBUG] [LOCAL ] Loaded configuration for TS: 3 features, 70.0% accuracy [2025-10-09T00:09:42.950579] [DEBUG] [LOCAL ] Loaded configuration for ENR: 2 features, 90.0% accuracy [2025-10-09T00:09:42.950748] [DEBUG] [LOCAL ] Loaded configuration for GTES: 1 features, 70.0% accuracy [2025-10-09T00:09:42.950909] [DEBUG] [LOCAL ] Loaded configuration for WDH: 4 features, 80.0% accuracy [2025-10-09T00:09:42.951055] [DEBUG] [LOCAL ] Loaded configuration for HIG: 2 features, 80.0% accuracy [2025-10-09T00:09:42.951206] [DEBUG] [LOCAL ] Loaded configuration for TPZ: 0 features, 40.0% accuracy [2025-10-09T00:09:42.951351] [DEBUG] [LOCAL ] Loaded configuration for AMR: 6 features, 90.0% accuracy [2025-10-09T00:09:42.951486] [DEBUG] [LOCAL ] Loaded configuration for ALE: 1 features, 70.0% accuracy [2025-10-09T00:09:42.951680] [DEBUG] [LOCAL ] Loaded configuration for ANF: 2 features, 70.0% accuracy [2025-10-09T00:09:42.951809] [DEBUG] [LOCAL ] Loaded configuration for ICE: 2 features, 80.0% accuracy [2025-10-09T00:09:42.951942] [DEBUG] [LOCAL ] Loaded configuration for IHS: 1 features, 90.0% accuracy [2025-10-09T00:09:42.952066] [DEBUG] [LOCAL ] Loaded configuration for ZETA: 1 features, 70.0% accuracy [2025-10-09T00:09:42.952228] [DEBUG] [LOCAL ] Loaded configuration for ABG: 1 features, 70.0% accuracy [2025-10-09T00:09:42.952363] [DEBUG] [LOCAL ] Loaded configuration for DRD: 1 features, 70.0% accuracy [2025-10-09T00:09:42.952519] [DEBUG] [LOCAL ] Loaded configuration for FIGS: 3 features, 80.0% accuracy [2025-10-09T00:09:42.952668] [DEBUG] [LOCAL ] Loaded configuration for FNB: 0 features, 60.0% accuracy [2025-10-09T00:09:42.952832] [DEBUG] [LOCAL ] Loaded configuration for EFT: 3 features, 50.0% accuracy [2025-10-09T00:09:42.952960] [DEBUG] [LOCAL ] Loaded configuration for TVC: 0 features, 70.0% accuracy [2025-10-09T00:09:42.953106] [DEBUG] [LOCAL ] Loaded configuration for WIT: 2 features, 70.0% accuracy [2025-10-09T00:09:42.953271] [DEBUG] [LOCAL ] Loaded configuration for SEG: 3 features, 90.0% accuracy [2025-10-09T00:09:42.953418] [DEBUG] [LOCAL ] Loaded configuration for ETG: 2 features, 60.0% accuracy [2025-10-09T00:09:42.953568] [DEBUG] [LOCAL ] Loaded configuration for LII: 2 features, 90.0% accuracy [2025-10-09T00:09:42.953733] [DEBUG] [LOCAL ] Loaded configuration for SYY: 1 features, 80.0% accuracy [2025-10-09T00:09:42.953885] [DEBUG] [LOCAL ] Loaded configuration for HLT: 1 features, 60.0% accuracy [2025-10-09T00:09:42.954031] [DEBUG] [LOCAL ] Loaded configuration for HESM: 3 features, 70.0% accuracy [2025-10-09T00:09:42.954175] [DEBUG] [LOCAL ] Loaded configuration for PCF: 2 features, 70.0% accuracy [2025-10-09T00:09:42.954313] [DEBUG] [LOCAL ] Loaded configuration for SOC: 0 features, 60.0% accuracy [2025-10-09T00:09:42.954452] [DEBUG] [LOCAL ] Loaded configuration for F: 6 features, 80.0% accuracy [2025-10-09T00:09:42.954578] [DEBUG] [LOCAL ] Loaded configuration for IVR: 3 features, 70.0% accuracy [2025-10-09T00:09:42.954756] [DEBUG] [LOCAL ] Loaded configuration for ASBA: 2 features, 100.0% accuracy [2025-10-09T00:09:42.954890] [DEBUG] [LOCAL ] Loaded configuration for CTRE: 2 features, 70.0% accuracy [2025-10-09T00:09:42.955023] [DEBUG] [LOCAL ] Loaded configuration for THG: 3 features, 70.0% accuracy [2025-10-09T00:09:42.955159] [DEBUG] [LOCAL ] Loaded configuration for BTI: 4 features, 70.0% accuracy [2025-10-09T00:09:42.955305] [DEBUG] [LOCAL ] Loaded configuration for DTM: 1 features, 60.0% accuracy [2025-10-09T00:09:42.955433] [DEBUG] [LOCAL ] Loaded configuration for BBVA: 2 features, 70.0% accuracy [2025-10-09T00:09:42.955578] [DEBUG] [LOCAL ] Loaded configuration for GHG: 3 features, 70.0% accuracy [2025-10-09T00:09:42.955733] [DEBUG] [LOCAL ] Loaded configuration for SCS: 4 features, 60.0% accuracy [2025-10-09T00:09:42.955859] [DEBUG] [LOCAL ] Loaded configuration for IIM: 3 features, 70.0% accuracy [2025-10-09T00:09:42.956026] [DEBUG] [LOCAL ] Loaded configuration for AEFC: 1 features, 80.0% accuracy [2025-10-09T00:09:42.956162] [DEBUG] [LOCAL ] Loaded configuration for BRSP: 3 features, 80.0% accuracy [2025-10-09T00:09:42.956306] [DEBUG] [LOCAL ] Loaded configuration for SEM: 1 features, 70.0% accuracy [2025-10-09T00:09:42.956419] [DEBUG] [LOCAL ] Loaded configuration for SOJC: 1 features, 60.0% accuracy [2025-10-09T00:09:42.956578] [DEBUG] [LOCAL ] Loaded configuration for ARDC: 2 features, 60.0% accuracy [2025-10-09T00:09:42.956739] [DEBUG] [LOCAL ] Loaded configuration for VSH: 2 features, 70.0% accuracy [2025-10-09T00:09:42.956867] [DEBUG] [LOCAL ] Loaded configuration for BCSF: 2 features, 70.0% accuracy [2025-10-09T00:09:42.957011] [DEBUG] [LOCAL ] Loaded configuration for STEW: 1 features, 70.0% accuracy [2025-10-09T00:09:42.957156] [DEBUG] [LOCAL ] Loaded configuration for AES: 2 features, 90.0% accuracy [2025-10-09T00:09:42.957270] [DEBUG] [LOCAL ] Loaded configuration for BEPH: 3 features, 60.0% accuracy [2025-10-09T00:09:42.957435] [DEBUG] [LOCAL ] Loaded configuration for HVT: 4 features, 60.0% accuracy [2025-10-09T00:09:42.957581] [DEBUG] [LOCAL ] Loaded configuration for IAE: 1 features, 80.0% accuracy [2025-10-09T00:09:42.957747] [DEBUG] [LOCAL ] Loaded configuration for AIZ: 2 features, 70.0% accuracy [2025-10-09T00:09:42.957887] [DEBUG] [LOCAL ] Loaded configuration for DFH: 2 features, 80.0% accuracy [2025-10-09T00:09:42.958036] [DEBUG] [LOCAL ] Loaded configuration for WPM: 2 features, 70.0% accuracy [2025-10-09T00:09:42.958162] [DEBUG] [LOCAL ] Loaded configuration for VPG: 1 features, 70.0% accuracy [2025-10-09T00:09:42.958318] [DEBUG] [LOCAL ] Loaded configuration for CR: 3 features, 80.0% accuracy [2025-10-09T00:09:42.958444] [DEBUG] [LOCAL ] Loaded configuration for CHMI: 2 features, 50.0% accuracy [2025-10-09T00:09:42.958588] [DEBUG] [LOCAL ] Loaded configuration for UTI: 1 features, 90.0% accuracy [2025-10-09T00:09:42.958782] [DEBUG] [LOCAL ] Loaded configuration for KR: 2 features, 90.0% accuracy [2025-10-09T00:09:42.958933] [DEBUG] [LOCAL ] Loaded configuration for VTOL: 0 features, 60.0% accuracy [2025-10-09T00:09:42.959080] [DEBUG] [LOCAL ] Loaded configuration for MPC: 4 features, 90.0% accuracy [2025-10-09T00:09:42.959224] [DEBUG] [LOCAL ] Loaded configuration for GEF: 1 features, 60.0% accuracy [2025-10-09T00:09:42.959384] [DEBUG] [LOCAL ] Loaded configuration for CHD: 2 features, 90.0% accuracy [2025-10-09T00:09:42.959496] [DEBUG] [LOCAL ] Loaded configuration for BORR: 0 features, 60.0% accuracy [2025-10-09T00:09:42.959665] [DEBUG] [LOCAL ] Loaded configuration for GBAB: 4 features, 90.0% accuracy [2025-10-09T00:09:42.959814] [DEBUG] [LOCAL ] Loaded configuration for FDS: 4 features, 70.0% accuracy [2025-10-09T00:09:42.959942] [DEBUG] [LOCAL ] Loaded configuration for FUBO: 2 features, 70.0% accuracy [2025-10-09T00:09:42.960086] [DEBUG] [LOCAL ] Loaded configuration for WST: 2 features, 70.0% accuracy [2025-10-09T00:09:42.960231] [DEBUG] [LOCAL ] Loaded configuration for IGI: 2 features, 60.0% accuracy [2025-10-09T00:09:42.960376] [DEBUG] [LOCAL ] Loaded configuration for XPER: 0 features, 60.0% accuracy [2025-10-09T00:09:42.960503] [DEBUG] [LOCAL ] Loaded configuration for TAL: 1 features, 60.0% accuracy [2025-10-09T00:09:42.960630] [DEBUG] [LOCAL ] Loaded configuration for SIG: 3 features, 70.0% accuracy [2025-10-09T00:09:42.960809] [DEBUG] [LOCAL ] Loaded configuration for MNR: 2 features, 80.0% accuracy [2025-10-09T00:09:42.960937] [DEBUG] [LOCAL ] Loaded configuration for CBZ: 3 features, 60.0% accuracy [2025-10-09T00:09:42.961049] [DEBUG] [LOCAL ] Loaded configuration for MAGN: 2 features, 80.0% accuracy [2025-10-09T00:09:42.961202] [DEBUG] [LOCAL ] Loaded configuration for SN: 2 features, 50.0% accuracy [2025-10-09T00:09:42.961331] [DEBUG] [LOCAL ] Loaded configuration for SPXX: 2 features, 70.0% accuracy [2025-10-09T00:09:42.961474] [DEBUG] [LOCAL ] Loaded configuration for FND: 1 features, 80.0% accuracy [2025-10-09T00:09:42.961624] [DEBUG] [LOCAL ] Loaded configuration for GRX: 3 features, 70.0% accuracy [2025-10-09T00:09:42.961799] [DEBUG] [LOCAL ] Loaded configuration for EIG: 3 features, 90.0% accuracy [2025-10-09T00:09:42.961933] [DEBUG] [LOCAL ] Loaded configuration for HCA: 2 features, 70.0% accuracy [2025-10-09T00:09:42.962061] [DEBUG] [LOCAL ] Loaded configuration for CMSD: 5 features, 90.0% accuracy [2025-10-09T00:09:42.962188] [DEBUG] [LOCAL ] Loaded configuration for TEF: 3 features, 90.0% accuracy [2025-10-09T00:09:42.962350] [DEBUG] [LOCAL ] Loaded configuration for CI: 3 features, 80.0% accuracy [2025-10-09T00:09:42.962497] [DEBUG] [LOCAL ] Loaded configuration for CPRI: 1 features, 100.0% accuracy [2025-10-09T00:09:42.962682] [DEBUG] [LOCAL ] Loaded configuration for KIO: 3 features, 90.0% accuracy [2025-10-09T00:09:42.962812] [DEBUG] [LOCAL ] Loaded configuration for BTCM: 3 features, 90.0% accuracy [2025-10-09T00:09:42.962952] [DEBUG] [LOCAL ] Loaded configuration for SAND: 1 features, 70.0% accuracy [2025-10-09T00:09:42.963095] [DEBUG] [LOCAL ] Loaded configuration for CAAP: 0 features, 50.0% accuracy [2025-10-09T00:09:42.963245] [DEBUG] [LOCAL ] Loaded configuration for JPC: 3 features, 70.0% accuracy [2025-10-09T00:09:42.963373] [DEBUG] [LOCAL ] Loaded configuration for FSS: 2 features, 70.0% accuracy [2025-10-09T00:09:42.963529] [DEBUG] [LOCAL ] Loaded configuration for GAP: 1 features, 80.0% accuracy [2025-10-09T00:09:42.963717] [DEBUG] [LOCAL ] Loaded configuration for SHO: 3 features, 70.0% accuracy [2025-10-09T00:09:42.963873] [DEBUG] [LOCAL ] Loaded configuration for TFX: 2 features, 90.0% accuracy [2025-10-09T00:09:42.963990] [DEBUG] [LOCAL ] Loaded configuration for HI: 4 features, 70.0% accuracy [2025-10-09T00:09:42.964116] [DEBUG] [LOCAL ] Loaded configuration for MXF: 0 features, 70.0% accuracy [2025-10-09T00:09:42.964232] [DEBUG] [LOCAL ] Loaded configuration for VIPS: 0 features, 50.0% accuracy [2025-10-09T00:09:42.964376] [DEBUG] [LOCAL ] Loaded configuration for FMX: 6 features, 80.0% accuracy [2025-10-09T00:09:42.964504] [DEBUG] [LOCAL ] Loaded configuration for BFH: 4 features, 60.0% accuracy [2025-10-09T00:09:42.964686] [DEBUG] [LOCAL ] Loaded configuration for ECO: 4 features, 90.0% accuracy [2025-10-09T00:09:42.964817] [DEBUG] [LOCAL ] Loaded configuration for SUZ: 6 features, 90.0% accuracy [2025-10-09T00:09:42.964988] [DEBUG] [LOCAL ] Loaded configuration for MKC: 2 features, 80.0% accuracy [2025-10-09T00:09:42.965126] [DEBUG] [LOCAL ] Loaded configuration for PPT: 2 features, 80.0% accuracy [2025-10-09T00:09:42.965271] [DEBUG] [LOCAL ] Loaded configuration for SJT: 2 features, 90.0% accuracy [2025-10-09T00:09:42.965401] [DEBUG] [LOCAL ] Loaded configuration for LYB: 3 features, 90.0% accuracy [2025-10-09T00:09:42.965547] [DEBUG] [LOCAL ] Loaded configuration for FT: 4 features, 70.0% accuracy [2025-10-09T00:09:42.965700] [DEBUG] [LOCAL ] Loaded configuration for TFII: 1 features, 70.0% accuracy [2025-10-09T00:09:42.965831] [DEBUG] [LOCAL ] Loaded configuration for AXR: 2 features, 60.0% accuracy [2025-10-09T00:09:42.965957] [DEBUG] [LOCAL ] Loaded configuration for WHR: 2 features, 70.0% accuracy [2025-10-09T00:09:42.966104] [DEBUG] [LOCAL ] Loaded configuration for BRBR: 5 features, 90.0% accuracy [2025-10-09T00:09:42.966256] [DEBUG] [LOCAL ] Loaded configuration for CYH: 1 features, 60.0% accuracy [2025-10-09T00:09:42.966386] [DEBUG] [LOCAL ] Loaded configuration for ATS: 2 features, 80.0% accuracy [2025-10-09T00:09:42.966514] [DEBUG] [LOCAL ] Loaded configuration for AAP: 1 features, 80.0% accuracy [2025-10-09T00:09:42.966686] [DEBUG] [LOCAL ] Loaded configuration for LRN: 1 features, 90.0% accuracy [2025-10-09T00:09:42.966833] [DEBUG] [LOCAL ] Loaded configuration for WNC: 0 features, 80.0% accuracy [2025-10-09T00:09:42.966963] [DEBUG] [LOCAL ] Loaded configuration for HNI: 2 features, 90.0% accuracy [2025-10-09T00:09:42.967077] [DEBUG] [LOCAL ] Loaded configuration for LHX: 4 features, 90.0% accuracy [2025-10-09T00:09:42.967210] [DEBUG] [LOCAL ] Loaded configuration for AM: 2 features, 80.0% accuracy [2025-10-09T00:09:42.967337] [DEBUG] [LOCAL ] Loaded configuration for JGH: 2 features, 70.0% accuracy [2025-10-09T00:09:42.967472] [DEBUG] [LOCAL ] Loaded configuration for SCCO: 1 features, 100.0% accuracy [2025-10-09T00:09:42.967616] [DEBUG] [LOCAL ] Loaded configuration for SBSI: 1 features, 70.0% accuracy [2025-10-09T00:09:42.967785] [DEBUG] [LOCAL ] Loaded configuration for MQT: 4 features, 70.0% accuracy [2025-10-09T00:09:42.967930] [DEBUG] [LOCAL ] Loaded configuration for ENS: 2 features, 80.0% accuracy [2025-10-09T00:09:42.968062] [DEBUG] [LOCAL ] Loaded configuration for YALA: 1 features, 80.0% accuracy [2025-10-09T00:09:42.968193] [DEBUG] [LOCAL ] Loaded configuration for WSM: 1 features, 80.0% accuracy [2025-10-09T00:09:42.968311] [DEBUG] [LOCAL ] Loaded configuration for COR: 2 features, 70.0% accuracy [2025-10-09T00:09:42.968421] [DEBUG] [LOCAL ] Loaded configuration for AFGE: 1 features, 90.0% accuracy [2025-10-09T00:09:42.968569] [DEBUG] [LOCAL ] Loaded configuration for YUMC: 3 features, 80.0% accuracy [2025-10-09T00:09:42.968736] [DEBUG] [LOCAL ] Loaded configuration for GES: 1 features, 70.0% accuracy [2025-10-09T00:09:42.968849] [DEBUG] [LOCAL ] Loaded configuration for IBTA: 5 features, 70.0% accuracy [2025-10-09T00:09:42.968960] [DEBUG] [LOCAL ] Loaded configuration for ALB: 2 features, 90.0% accuracy [2025-10-09T00:09:42.969100] [DEBUG] [LOCAL ] Loaded configuration for TEX: 2 features, 60.0% accuracy [2025-10-09T00:09:42.969245] [DEBUG] [LOCAL ] Loaded configuration for IGR: 3 features, 90.0% accuracy [2025-10-09T00:09:42.969401] [DEBUG] [LOCAL ] Loaded configuration for DT: 2 features, 90.0% accuracy [2025-10-09T00:09:42.969554] [DEBUG] [LOCAL ] Loaded configuration for ASG: 4 features, 80.0% accuracy [2025-10-09T00:09:42.969715] [DEBUG] [LOCAL ] Loaded configuration for APOS: 3 features, 70.0% accuracy [2025-10-09T00:09:42.969861] [DEBUG] [LOCAL ] Loaded configuration for BB: 2 features, 60.0% accuracy [2025-10-09T00:09:42.970022] [DEBUG] [LOCAL ] Loaded configuration for CXT: 1 features, 60.0% accuracy [2025-10-09T00:09:42.970136] [DEBUG] [LOCAL ] Loaded configuration for SPOT: 2 features, 70.0% accuracy [2025-10-09T00:09:42.970273] [DEBUG] [LOCAL ] Loaded configuration for EBR: 0 features, 70.0% accuracy [2025-10-09T00:09:42.970423] [DEBUG] [LOCAL ] Loaded configuration for BCS: 4 features, 80.0% accuracy [2025-10-09T00:09:42.970568] [DEBUG] [LOCAL ] Loaded configuration for EVT: 2 features, 60.0% accuracy [2025-10-09T00:09:42.970742] [DEBUG] [LOCAL ] Loaded configuration for DPG: 0 features, 80.0% accuracy [2025-10-09T00:09:42.970903] [DEBUG] [LOCAL ] Loaded configuration for CWK: 1 features, 70.0% accuracy [2025-10-09T00:09:42.971051] [DEBUG] [LOCAL ] Loaded configuration for FSK: 2 features, 90.0% accuracy [2025-10-09T00:09:42.971198] [DEBUG] [LOCAL ] Loaded configuration for PNI: 2 features, 90.0% accuracy [2025-10-09T00:09:42.971341] [DEBUG] [LOCAL ] Loaded configuration for SMC: 3 features, 80.0% accuracy [2025-10-09T00:09:42.971474] [DEBUG] [LOCAL ] Loaded configuration for FBK: 4 features, 70.0% accuracy [2025-10-09T00:09:42.971601] [DEBUG] [LOCAL ] Loaded configuration for FOUR: 2 features, 70.0% accuracy [2025-10-09T00:09:42.971769] [DEBUG] [LOCAL ] Loaded configuration for BKV: 0 features, 80.0% accuracy [2025-10-09T00:09:42.971933] [DEBUG] [LOCAL ] Loaded configuration for JXN: 2 features, 70.0% accuracy [2025-10-09T00:09:42.972061] [DEBUG] [LOCAL ] Loaded configuration for EVEX: 4 features, 80.0% accuracy [2025-10-09T00:09:42.972196] [DEBUG] [LOCAL ] Loaded configuration for WLK: 4 features, 100.0% accuracy [2025-10-09T00:09:42.972328] [DEBUG] [LOCAL ] Loaded configuration for TNL: 1 features, 90.0% accuracy [2025-10-09T00:09:42.972485] [DEBUG] [LOCAL ] Loaded configuration for MPLX: 3 features, 90.0% accuracy [2025-10-09T00:09:42.972628] [DEBUG] [LOCAL ] Loaded configuration for EVN: 1 features, 60.0% accuracy [2025-10-09T00:09:42.972789] [DEBUG] [LOCAL ] Loaded configuration for DDS: 3 features, 90.0% accuracy [2025-10-09T00:09:42.972933] [DEBUG] [LOCAL ] Loaded configuration for KD: 6 features, 80.0% accuracy [2025-10-09T00:09:42.973047] [DEBUG] [LOCAL ] Loaded configuration for VALE: 3 features, 60.0% accuracy [2025-10-09T00:09:42.973187] [DEBUG] [LOCAL ] Loaded configuration for WCN: 3 features, 80.0% accuracy [2025-10-09T00:09:42.973315] [DEBUG] [LOCAL ] Loaded configuration for TSE: 4 features, 40.0% accuracy [2025-10-09T00:09:42.973441] [DEBUG] [LOCAL ] Loaded configuration for KBH: 2 features, 90.0% accuracy [2025-10-09T00:09:42.973669] [DEBUG] [LOCAL ] Loaded configuration for AIV: 4 features, 90.0% accuracy [2025-10-09T00:09:42.973801] [DEBUG] [LOCAL ] Loaded configuration for LAD: 3 features, 100.0% accuracy [2025-10-09T00:09:42.973949] [DEBUG] [LOCAL ] Loaded configuration for KMI: 1 features, 90.0% accuracy [2025-10-09T00:09:42.974092] [DEBUG] [LOCAL ] Loaded configuration for MUJ: 1 features, 80.0% accuracy [2025-10-09T00:09:42.974258] [DEBUG] [LOCAL ] Loaded configuration for MAX: 1 features, 70.0% accuracy [2025-10-09T00:09:42.974415] [DEBUG] [LOCAL ] Loaded configuration for AMBP: 4 features, 90.0% accuracy [2025-10-09T00:09:42.974552] [DEBUG] [LOCAL ] Loaded configuration for CDE: 1 features, 60.0% accuracy [2025-10-09T00:09:42.974706] [DEBUG] [LOCAL ] Loaded configuration for MFA: 2 features, 80.0% accuracy [2025-10-09T00:09:42.974832] [DEBUG] [LOCAL ] Loaded configuration for ENOV: 3 features, 70.0% accuracy [2025-10-09T00:09:42.974957] [DEBUG] [LOCAL ] Loaded configuration for ATI: 2 features, 70.0% accuracy [2025-10-09T00:09:42.975091] [DEBUG] [LOCAL ] Loaded configuration for CMP: 0 features, 60.0% accuracy [2025-10-09T00:09:42.975228] [DEBUG] [LOCAL ] Loaded configuration for MFSV: 0 features, 80.0% accuracy [2025-10-09T00:09:42.975373] [DEBUG] [LOCAL ] Loaded configuration for NEA: 1 features, 70.0% accuracy [2025-10-09T00:09:42.975835] [DEBUG] [LOCAL ] Loaded configuration for SONY: 3 features, 80.0% accuracy [2025-10-09T00:09:42.975968] [DEBUG] [LOCAL ] Loaded configuration for MAN: 1 features, 60.0% accuracy [2025-10-09T00:09:42.976099] [DEBUG] [LOCAL ] Loaded configuration for TAC: 5 features, 60.0% accuracy [2025-10-09T00:09:42.976225] [DEBUG] [LOCAL ] Loaded configuration for MATX: 1 features, 90.0% accuracy [2025-10-09T00:09:42.976371] [DEBUG] [LOCAL ] Loaded configuration for STRV: 0 features, 60.0% accuracy [2025-10-09T00:09:42.976556] [DEBUG] [LOCAL ] Loaded configuration for VSTS: 4 features, 70.0% accuracy [2025-10-09T00:09:42.976721] [DEBUG] [LOCAL ] Loaded configuration for BV: 3 features, 70.0% accuracy [2025-10-09T00:09:42.976865] [DEBUG] [LOCAL ] Loaded configuration for SLG: 1 features, 90.0% accuracy [2025-10-09T00:09:42.977015] [DEBUG] [LOCAL ] Loaded configuration for PHD: 3 features, 100.0% accuracy [2025-10-09T00:09:42.977165] [DEBUG] [LOCAL ] Loaded configuration for EQBK: 3 features, 90.0% accuracy [2025-10-09T00:09:42.977297] [DEBUG] [LOCAL ] Loaded configuration for HGTY: 2 features, 80.0% accuracy [2025-10-09T00:09:42.977410] [DEBUG] [LOCAL ] Loaded configuration for DAN: 0 features, 100.0% accuracy [2025-10-09T00:09:42.977534] [DEBUG] [LOCAL ] Loaded configuration for USA: 3 features, 50.0% accuracy [2025-10-09T00:09:42.977707] [DEBUG] [LOCAL ] Loaded configuration for HUBB: 1 features, 70.0% accuracy [2025-10-09T00:09:42.977851] [DEBUG] [LOCAL ] Loaded configuration for BFK: 3 features, 60.0% accuracy [2025-10-09T00:09:42.978004] [DEBUG] [LOCAL ] Loaded configuration for BBDC: 1 features, 60.0% accuracy [2025-10-09T00:09:42.978148] [DEBUG] [LOCAL ] Loaded configuration for GRC: 2 features, 60.0% accuracy [2025-10-09T00:09:42.978299] [DEBUG] [LOCAL ] Loaded configuration for GNRC: 2 features, 60.0% accuracy [2025-10-09T00:09:42.978445] [DEBUG] [LOCAL ] Loaded configuration for MIN: 1 features, 50.0% accuracy [2025-10-09T00:09:42.978578] [DEBUG] [LOCAL ] Loaded configuration for BTA: 0 features, 80.0% accuracy [2025-10-09T00:09:42.978734] [DEBUG] [LOCAL ] Loaded configuration for IIIN: 3 features, 90.0% accuracy [2025-10-09T00:09:42.978862] [DEBUG] [LOCAL ] Loaded configuration for KODK: 2 features, 60.0% accuracy [2025-10-09T00:09:42.978989] [DEBUG] [LOCAL ] Loaded configuration for GOTU: 3 features, 90.0% accuracy [2025-10-09T00:09:42.979170] [DEBUG] [LOCAL ] Loaded configuration for CMBT: 3 features, 90.0% accuracy [2025-10-09T00:09:42.979378] [DEBUG] [LOCAL ] Loaded configuration for MGRE: 2 features, 60.0% accuracy [2025-10-09T00:09:42.979529] [DEBUG] [LOCAL ] Loaded configuration for IIF: 2 features, 70.0% accuracy [2025-10-09T00:09:42.979681] [DEBUG] [LOCAL ] Loaded configuration for GDOT: 3 features, 80.0% accuracy [2025-10-09T00:09:42.979831] [DEBUG] [LOCAL ] Loaded configuration for BME: 1 features, 80.0% accuracy [2025-10-09T00:09:42.979974] [DEBUG] [LOCAL ] Loaded configuration for TPB: 2 features, 80.0% accuracy [2025-10-09T00:09:42.980119] [DEBUG] [LOCAL ] Loaded configuration for FFWM: 6 features, 80.0% accuracy [2025-10-09T00:09:42.980302] [DEBUG] [LOCAL ] Loaded configuration for MBC: 1 features, 60.0% accuracy [2025-10-09T00:09:42.980444] [DEBUG] [LOCAL ] Loaded configuration for ALTG: 2 features, 80.0% accuracy [2025-10-09T00:09:42.980578] [DEBUG] [LOCAL ] Loaded configuration for SE: 3 features, 70.0% accuracy [2025-10-09T00:09:42.980755] [DEBUG] [LOCAL ] Loaded configuration for GWW: 5 features, 80.0% accuracy [2025-10-09T00:09:42.980902] [DEBUG] [LOCAL ] Loaded configuration for BGR: 6 features, 60.0% accuracy [2025-10-09T00:09:42.981078] [DEBUG] [LOCAL ] Loaded configuration for LTM: 3 features, 80.0% accuracy [2025-10-09T00:09:42.981206] [DEBUG] [LOCAL ] Loaded configuration for HIMS: 4 features, 70.0% accuracy [2025-10-09T00:09:42.981401] [DEBUG] [LOCAL ] Loaded configuration for LPG: 2 features, 80.0% accuracy [2025-10-09T00:09:42.981536] [DEBUG] [LOCAL ] Loaded configuration for PDI: 1 features, 70.0% accuracy [2025-10-09T00:09:42.981695] [DEBUG] [LOCAL ] Loaded configuration for XPOF: 4 features, 50.0% accuracy [2025-10-09T00:09:42.981863] [DEBUG] [LOCAL ] Loaded configuration for ADT: 1 features, 90.0% accuracy [2025-10-09T00:09:42.982010] [DEBUG] [LOCAL ] Loaded configuration for JHX: 3 features, 80.0% accuracy [2025-10-09T00:09:42.982123] [DEBUG] [LOCAL ] Loaded configuration for HFRO: 2 features, 80.0% accuracy [2025-10-09T00:09:42.982234] [DEBUG] [LOCAL ] Loaded configuration for COLD: 2 features, 60.0% accuracy [2025-10-09T00:09:42.982357] [DEBUG] [LOCAL ] Loaded configuration for UNFI: 2 features, 70.0% accuracy [2025-10-09T00:09:42.982484] [DEBUG] [LOCAL ] Loaded configuration for KVYO: 2 features, 80.0% accuracy [2025-10-09T00:09:42.982614] [DEBUG] [LOCAL ] Loaded configuration for LANV: 2 features, 70.0% accuracy [2025-10-09T00:09:42.982810] [DEBUG] [LOCAL ] Loaded configuration for VMO: 2 features, 90.0% accuracy [2025-10-09T00:09:42.982938] [DEBUG] [LOCAL ] Loaded configuration for BEPI: 4 features, 90.0% accuracy [2025-10-09T00:09:42.983084] [DEBUG] [LOCAL ] Loaded configuration for BALL: 1 features, 90.0% accuracy [2025-10-09T00:09:42.983245] [DEBUG] [LOCAL ] Loaded configuration for TRP: 3 features, 70.0% accuracy [2025-10-09T00:09:42.983414] [DEBUG] [LOCAL ] Loaded configuration for JBND: 1 features, 70.0% accuracy [2025-10-09T00:09:42.983558] [DEBUG] [LOCAL ] Loaded configuration for SF: 0 features, 70.0% accuracy [2025-10-09T00:09:42.983723] [DEBUG] [LOCAL ] Loaded configuration for GPK: 0 features, 80.0% accuracy [2025-10-09T00:09:42.983867] [DEBUG] [LOCAL ] Loaded configuration for DGX: 6 features, 80.0% accuracy [2025-10-09T00:09:42.984011] [DEBUG] [LOCAL ] Loaded configuration for VGI: 3 features, 60.0% accuracy [2025-10-09T00:09:42.984155] [DEBUG] [LOCAL ] Loaded configuration for JKS: 2 features, 90.0% accuracy [2025-10-09T00:09:42.984292] [DEBUG] [LOCAL ] Loaded configuration for GYLD: 1 features, 70.0% accuracy [2025-10-09T00:09:42.984437] [DEBUG] [LOCAL ] Loaded configuration for CPS: 1 features, 60.0% accuracy [2025-10-09T00:09:42.984565] [DEBUG] [LOCAL ] Loaded configuration for CVS: 1 features, 100.0% accuracy [2025-10-09T00:09:42.984737] [DEBUG] [LOCAL ] Loaded configuration for CUBI: 1 features, 70.0% accuracy [2025-10-09T00:09:42.984925] [DEBUG] [LOCAL ] Loaded configuration for ASB: 2 features, 80.0% accuracy [2025-10-09T00:09:42.985080] [DEBUG] [LOCAL ] Loaded configuration for BCO: 2 features, 70.0% accuracy [2025-10-09T00:09:42.985246] [DEBUG] [LOCAL ] Loaded configuration for HP: 1 features, 70.0% accuracy [2025-10-09T00:09:42.985391] [DEBUG] [LOCAL ] Loaded configuration for DAR: 1 features, 70.0% accuracy [2025-10-09T00:09:42.985517] [DEBUG] [LOCAL ] Loaded configuration for BBWI: 0 features, 70.0% accuracy [2025-10-09T00:09:42.985697] [DEBUG] [LOCAL ] Loaded configuration for MCY: 0 features, 70.0% accuracy [2025-10-09T00:09:42.985844] [DEBUG] [LOCAL ] Loaded configuration for JCE: 1 features, 70.0% accuracy [2025-10-09T00:09:42.985978] [DEBUG] [LOCAL ] Loaded configuration for MDU: 1 features, 100.0% accuracy [2025-10-09T00:09:42.986090] [DEBUG] [LOCAL ] Loaded configuration for BLCO: 2 features, 70.0% accuracy [2025-10-09T00:09:42.986201] [DEBUG] [LOCAL ] Loaded configuration for ETO: 2 features, 70.0% accuracy [2025-10-09T00:09:42.986310] [DEBUG] [LOCAL ] Loaded configuration for AXP: 4 features, 80.0% accuracy [2025-10-09T00:09:42.986460] [DEBUG] [LOCAL ] Loaded configuration for JBI: 4 features, 70.0% accuracy [2025-10-09T00:09:42.986629] [DEBUG] [LOCAL ] Loaded configuration for NAD: 1 features, 80.0% accuracy [2025-10-09T00:09:42.986780] [DEBUG] [LOCAL ] Loaded configuration for IBN: 4 features, 80.0% accuracy [2025-10-09T00:09:42.986907] [DEBUG] [LOCAL ] Loaded configuration for BCX: 5 features, 70.0% accuracy [2025-10-09T00:09:42.987049] [DEBUG] [LOCAL ] Loaded configuration for CTRI: 4 features, 80.0% accuracy [2025-10-09T00:09:42.987177] [DEBUG] [LOCAL ] Loaded configuration for XYL: 1 features, 70.0% accuracy [2025-10-09T00:09:42.987289] [DEBUG] [LOCAL ] Loaded configuration for GGG: 2 features, 70.0% accuracy [2025-10-09T00:09:42.987398] [DEBUG] [LOCAL ] Loaded configuration for AMN: 2 features, 80.0% accuracy [2025-10-09T00:09:42.987523] [DEBUG] [LOCAL ] Loaded configuration for HAFN: 5 features, 80.0% accuracy [2025-10-09T00:09:42.987687] [DEBUG] [LOCAL ] Loaded configuration for ETD: 1 features, 60.0% accuracy [2025-10-09T00:09:42.987805] [DEBUG] [LOCAL ] Loaded configuration for BGSF: 2 features, 70.0% accuracy [2025-10-09T00:09:42.987930] [DEBUG] [LOCAL ] Loaded configuration for KORE: 2 features, 80.0% accuracy [2025-10-09T00:09:42.988075] [DEBUG] [LOCAL ] Loaded configuration for TEI: 4 features, 70.0% accuracy [2025-10-09T00:09:42.988218] [DEBUG] [LOCAL ] Loaded configuration for BR: 1 features, 80.0% accuracy [2025-10-09T00:09:42.988363] [DEBUG] [LOCAL ] Loaded configuration for LDI: 2 features, 60.0% accuracy [2025-10-09T00:09:42.988490] [DEBUG] [LOCAL ] Loaded configuration for AGI: 2 features, 60.0% accuracy [2025-10-09T00:09:42.988615] [DEBUG] [LOCAL ] Loaded configuration for WEC: 4 features, 60.0% accuracy [2025-10-09T00:09:42.988762] [DEBUG] [LOCAL ] Loaded configuration for STXV: 0 features, 80.0% accuracy [2025-10-09T00:09:42.988907] [DEBUG] [LOCAL ] Loaded configuration for HCC: 4 features, 80.0% accuracy [2025-10-09T00:09:42.989042] [DEBUG] [LOCAL ] Loaded configuration for CIB: 3 features, 80.0% accuracy [2025-10-09T00:09:42.989203] [DEBUG] [LOCAL ] Loaded configuration for USAC: 2 features, 90.0% accuracy [2025-10-09T00:09:42.989347] [DEBUG] [LOCAL ] Loaded configuration for WDI: 4 features, 70.0% accuracy [2025-10-09T00:09:42.989479] [DEBUG] [LOCAL ] Loaded configuration for AGD: 1 features, 70.0% accuracy [2025-10-09T00:09:42.989625] [DEBUG] [LOCAL ] Loaded configuration for KYN: 1 features, 80.0% accuracy [2025-10-09T00:09:42.989794] [DEBUG] [LOCAL ] Loaded configuration for RVT: 2 features, 60.0% accuracy [2025-10-09T00:09:42.989955] [DEBUG] [LOCAL ] Loaded configuration for CSTM: 1 features, 60.0% accuracy [2025-10-09T00:09:42.990083] [DEBUG] [LOCAL ] Loaded configuration for BIPI: 3 features, 90.0% accuracy [2025-10-09T00:09:42.990211] [DEBUG] [LOCAL ] Loaded configuration for FLUT: 2 features, 70.0% accuracy [2025-10-09T00:09:42.990368] [DEBUG] [LOCAL ] Loaded configuration for SHCO: 4 features, 50.0% accuracy [2025-10-09T00:09:42.990530] [DEBUG] [LOCAL ] Loaded configuration for BILL: 1 features, 70.0% accuracy [2025-10-09T00:09:42.990678] [DEBUG] [LOCAL ] Loaded configuration for THC: 2 features, 50.0% accuracy [2025-10-09T00:09:42.990823] [DEBUG] [LOCAL ] Loaded configuration for CXH: 1 features, 70.0% accuracy [2025-10-09T00:09:42.990951] [DEBUG] [LOCAL ] Loaded configuration for SUI: 2 features, 90.0% accuracy [2025-10-09T00:09:42.991078] [DEBUG] [LOCAL ] Loaded configuration for CRBD: 1 features, 70.0% accuracy [2025-10-09T00:09:42.991190] [DEBUG] [LOCAL ] Loaded configuration for UHS: 2 features, 80.0% accuracy [2025-10-09T00:09:42.991320] [DEBUG] [LOCAL ] Loaded configuration for MEGI: 3 features, 70.0% accuracy [2025-10-09T00:09:42.991462] [DEBUG] [LOCAL ] Loaded configuration for BIRK: 1 features, 90.0% accuracy [2025-10-09T00:09:42.991594] [DEBUG] [LOCAL ] Loaded configuration for BHK: 1 features, 70.0% accuracy [2025-10-09T00:09:42.991752] [DEBUG] [LOCAL ] Loaded configuration for INVH: 2 features, 80.0% accuracy [2025-10-09T00:09:42.991898] [DEBUG] [LOCAL ] Loaded configuration for FICO: 2 features, 50.0% accuracy [2025-10-09T00:09:42.992031] [DEBUG] [LOCAL ] Loaded configuration for GPI: 1 features, 90.0% accuracy [2025-10-09T00:09:42.992175] [DEBUG] [LOCAL ] Loaded configuration for CVLG: 2 features, 80.0% accuracy [2025-10-09T00:09:42.992324] [DEBUG] [LOCAL ] Loaded configuration for GGB: 0 features, 70.0% accuracy [2025-10-09T00:09:42.992453] [DEBUG] [LOCAL ] Loaded configuration for MDV: 3 features, 80.0% accuracy [2025-10-09T00:09:42.992579] [DEBUG] [LOCAL ] Loaded configuration for WD: 4 features, 80.0% accuracy [2025-10-09T00:09:42.992754] [DEBUG] [LOCAL ] Loaded configuration for IBM: 1 features, 90.0% accuracy [2025-10-09T00:09:42.992900] [DEBUG] [LOCAL ] Loaded configuration for TSLX: 1 features, 90.0% accuracy [2025-10-09T00:09:42.993028] [DEBUG] [LOCAL ] Loaded configuration for VLO: 1 features, 70.0% accuracy [2025-10-09T00:09:42.993172] [DEBUG] [LOCAL ] Loaded configuration for MCB: 2 features, 90.0% accuracy [2025-10-09T00:09:42.993311] [DEBUG] [LOCAL ] Loaded configuration for GDL: 2 features, 90.0% accuracy [2025-10-09T00:09:42.993469] [DEBUG] [LOCAL ] Loaded configuration for TXO: 3 features, 80.0% accuracy [2025-10-09T00:09:42.993598] [DEBUG] [LOCAL ] Loaded configuration for FLG: 5 features, 80.0% accuracy [2025-10-09T00:09:42.993746] [DEBUG] [LOCAL ] Loaded configuration for MUE: 2 features, 60.0% accuracy [2025-10-09T00:09:42.993872] [DEBUG] [LOCAL ] Loaded configuration for EHAB: 2 features, 70.0% accuracy [2025-10-09T00:09:42.994016] [DEBUG] [LOCAL ] Loaded configuration for ATUS: 2 features, 70.0% accuracy [2025-10-09T00:09:42.994144] [DEBUG] [LOCAL ] Loaded configuration for EMD: 3 features, 50.0% accuracy [2025-10-09T00:09:42.994271] [DEBUG] [LOCAL ] Loaded configuration for AHR: 1 features, 80.0% accuracy [2025-10-09T00:09:42.994426] [DEBUG] [LOCAL ] Loaded configuration for HMC: 3 features, 90.0% accuracy [2025-10-09T00:09:42.994550] [DEBUG] [LOCAL ] Loaded configuration for ASR: 3 features, 70.0% accuracy [2025-10-09T00:09:42.994729] [DEBUG] [LOCAL ] Loaded configuration for EC: 2 features, 80.0% accuracy [2025-10-09T00:09:42.994857] [DEBUG] [LOCAL ] Loaded configuration for SEI: 2 features, 70.0% accuracy [2025-10-09T00:09:42.994983] [DEBUG] [LOCAL ] Loaded configuration for CXW: 3 features, 90.0% accuracy [2025-10-09T00:09:42.995112] [DEBUG] [LOCAL ] Loaded configuration for STXT: 1 features, 90.0% accuracy [2025-10-09T00:09:42.995273] [DEBUG] [LOCAL ] Loaded configuration for MFAN: 1 features, 70.0% accuracy [2025-10-09T00:09:42.995453] [DEBUG] [LOCAL ] Loaded configuration for CARR: 1 features, 60.0% accuracy [2025-10-09T00:09:42.995581] [DEBUG] [LOCAL ] Loaded configuration for SQM: 3 features, 80.0% accuracy [2025-10-09T00:09:42.995750] [DEBUG] [LOCAL ] Loaded configuration for AME: 1 features, 80.0% accuracy [2025-10-09T00:09:42.995912] [DEBUG] [LOCAL ] Loaded configuration for LADR: 3 features, 80.0% accuracy [2025-10-09T00:09:42.996041] [DEBUG] [LOCAL ] Loaded configuration for FSCO: 1 features, 90.0% accuracy [2025-10-09T00:09:42.996186] [DEBUG] [LOCAL ] Loaded configuration for TMO: 3 features, 90.0% accuracy [2025-10-09T00:09:42.996335] [DEBUG] [LOCAL ] Loaded configuration for DD: 3 features, 70.0% accuracy [2025-10-09T00:09:42.996495] [DEBUG] [LOCAL ] Loaded configuration for TR: 1 features, 80.0% accuracy [2025-10-09T00:09:42.996681] [DEBUG] [LOCAL ] Loaded configuration for RZC: 2 features, 60.0% accuracy [2025-10-09T00:09:42.996829] [DEBUG] [LOCAL ] Loaded configuration for SA: 3 features, 90.0% accuracy [2025-10-09T00:09:42.996975] [DEBUG] [LOCAL ] Loaded configuration for EXPD: 2 features, 80.0% accuracy [2025-10-09T00:09:42.997102] [DEBUG] [LOCAL ] Loaded configuration for STM: 0 features, 70.0% accuracy [2025-10-09T00:09:42.997234] [DEBUG] [LOCAL ] Loaded configuration for HASI: 2 features, 60.0% accuracy [2025-10-09T00:09:42.997407] [DEBUG] [LOCAL ] Loaded configuration for MEC: 2 features, 70.0% accuracy [2025-10-09T00:09:42.997521] [DEBUG] [LOCAL ] Loaded configuration for TLK: 4 features, 80.0% accuracy [2025-10-09T00:09:42.997668] [DEBUG] [LOCAL ] Loaded configuration for HAYW: 1 features, 80.0% accuracy [2025-10-09T00:09:42.997814] [DEBUG] [LOCAL ] Loaded configuration for KRP: 3 features, 50.0% accuracy [2025-10-09T00:09:42.997941] [DEBUG] [LOCAL ] Loaded configuration for ECL: 2 features, 70.0% accuracy [2025-10-09T00:09:42.998085] [DEBUG] [LOCAL ] Loaded configuration for KRO: 2 features, 80.0% accuracy [2025-10-09T00:09:42.998234] [DEBUG] [LOCAL ] Loaded configuration for ET: 2 features, 90.0% accuracy [2025-10-09T00:09:42.998368] [DEBUG] [LOCAL ] Loaded configuration for MLP: 2 features, 70.0% accuracy [2025-10-09T00:09:42.998509] [DEBUG] [LOCAL ] Loaded configuration for ASAN: 3 features, 100.0% accuracy [2025-10-09T00:09:42.998638] [DEBUG] [LOCAL ] Loaded configuration for DNOW: 3 features, 80.0% accuracy [2025-10-09T00:09:42.998774] [DEBUG] [LOCAL ] Loaded configuration for WHG: 5 features, 80.0% accuracy [2025-10-09T00:09:42.998898] [DEBUG] [LOCAL ] Loaded configuration for CLPR: 1 features, 70.0% accuracy [2025-10-09T00:09:42.999032] [DEBUG] [LOCAL ] Loaded configuration for MD: 1 features, 60.0% accuracy [2025-10-09T00:09:42.999159] [DEBUG] [LOCAL ] Loaded configuration for BFAM: 3 features, 70.0% accuracy [2025-10-09T00:09:43.002889] [DEBUG] [LOCAL ] Loaded configuration for ASGI: 4 features, 70.0% accuracy [2025-10-09T00:09:43.003030] [DEBUG] [LOCAL ] Loaded configuration for MDT: 2 features, 90.0% accuracy [2025-10-09T00:09:43.003157] [DEBUG] [LOCAL ] Loaded configuration for ASH: 0 features, 60.0% accuracy [2025-10-09T00:09:43.003295] [DEBUG] [LOCAL ] Loaded configuration for LEA: 3 features, 80.0% accuracy [2025-10-09T00:09:43.003428] [DEBUG] [LOCAL ] Loaded configuration for EXP: 1 features, 60.0% accuracy [2025-10-09T00:09:43.003556] [DEBUG] [LOCAL ] Loaded configuration for BKT: 4 features, 80.0% accuracy [2025-10-09T00:09:43.003719] [DEBUG] [LOCAL ] Loaded configuration for THLV: 3 features, 80.0% accuracy [2025-10-09T00:09:43.003844] [DEBUG] [LOCAL ] Loaded configuration for SHEL: 4 features, 90.0% accuracy [2025-10-09T00:09:43.003968] [DEBUG] [LOCAL ] Loaded configuration for STXE: 2 features, 60.0% accuracy [2025-10-09T00:09:43.004114] [DEBUG] [LOCAL ] Loaded configuration for CM: 3 features, 80.0% accuracy [2025-10-09T00:09:43.004238] [DEBUG] [LOCAL ] Loaded configuration for NNY: 2 features, 100.0% accuracy [2025-10-09T00:09:43.004379] [DEBUG] [LOCAL ] Loaded configuration for EE: 2 features, 80.0% accuracy [2025-10-09T00:09:43.004521] [DEBUG] [LOCAL ] Loaded configuration for AGCO: 3 features, 90.0% accuracy [2025-10-09T00:09:43.004687] [DEBUG] [LOCAL ] Loaded configuration for FF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.004827] [DEBUG] [LOCAL ] Loaded configuration for FDX: 3 features, 60.0% accuracy [2025-10-09T00:09:43.004956] [DEBUG] [LOCAL ] Loaded configuration for ZKH: 1 features, 60.0% accuracy [2025-10-09T00:09:43.005096] [DEBUG] [LOCAL ] Loaded configuration for WES: 2 features, 60.0% accuracy [2025-10-09T00:09:43.005226] [DEBUG] [LOCAL ] Loaded configuration for HIPO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.005367] [DEBUG] [LOCAL ] Loaded configuration for FHN: 4 features, 90.0% accuracy [2025-10-09T00:09:43.005504] [DEBUG] [LOCAL ] Loaded configuration for LH: 6 features, 70.0% accuracy [2025-10-09T00:09:43.005661] [DEBUG] [LOCAL ] Loaded configuration for EVF: 0 features, 90.0% accuracy [2025-10-09T00:09:43.005788] [DEBUG] [LOCAL ] Loaded configuration for KEP: 2 features, 70.0% accuracy [2025-10-09T00:09:43.005912] [DEBUG] [LOCAL ] Loaded configuration for BBW: 7 features, 80.0% accuracy [2025-10-09T00:09:43.006052] [DEBUG] [LOCAL ] Loaded configuration for CIF: 4 features, 90.0% accuracy [2025-10-09T00:09:43.006183] [DEBUG] [LOCAL ] Loaded configuration for ENVA: 1 features, 80.0% accuracy [2025-10-09T00:09:43.006305] [DEBUG] [LOCAL ] Loaded configuration for LXU: 2 features, 70.0% accuracy [2025-10-09T00:09:43.006427] [DEBUG] [LOCAL ] Loaded configuration for SHAK: 4 features, 90.0% accuracy [2025-10-09T00:09:43.006586] [DEBUG] [LOCAL ] Loaded configuration for H: 2 features, 60.0% accuracy [2025-10-09T00:09:43.006754] [DEBUG] [LOCAL ] Loaded configuration for CLDT: 3 features, 90.0% accuracy [2025-10-09T00:09:43.006890] [DEBUG] [LOCAL ] Loaded configuration for ALUR: 3 features, 90.0% accuracy [2025-10-09T00:09:43.007028] [DEBUG] [LOCAL ] Loaded configuration for TSM: 1 features, 70.0% accuracy [2025-10-09T00:09:43.007169] [DEBUG] [LOCAL ] Loaded configuration for CMPO: 0 features, 70.0% accuracy [2025-10-09T00:09:43.007310] [DEBUG] [LOCAL ] Loaded configuration for SO: 3 features, 90.0% accuracy [2025-10-09T00:09:43.007418] [DEBUG] [LOCAL ] Loaded configuration for SOS: 2 features, 90.0% accuracy [2025-10-09T00:09:43.007546] [DEBUG] [LOCAL ] Loaded configuration for JOF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.007700] [DEBUG] [LOCAL ] Loaded configuration for AWF: 0 features, 80.0% accuracy [2025-10-09T00:09:43.007838] [DEBUG] [LOCAL ] Loaded configuration for M: 1 features, 80.0% accuracy [2025-10-09T00:09:43.008000] [DEBUG] [LOCAL ] Loaded configuration for CL: 3 features, 80.0% accuracy [2025-10-09T00:09:43.008122] [DEBUG] [LOCAL ] Loaded configuration for FMN: 1 features, 80.0% accuracy [2025-10-09T00:09:43.008281] [DEBUG] [LOCAL ] Loaded configuration for DNP: 2 features, 90.0% accuracy [2025-10-09T00:09:43.008422] [DEBUG] [LOCAL ] Loaded configuration for DEC: 3 features, 90.0% accuracy [2025-10-09T00:09:43.008545] [DEBUG] [LOCAL ] Loaded configuration for EAF: 1 features, 90.0% accuracy [2025-10-09T00:09:43.008697] [DEBUG] [LOCAL ] Loaded configuration for JNJ: 5 features, 80.0% accuracy [2025-10-09T00:09:43.008843] [DEBUG] [LOCAL ] Loaded configuration for SNDA: 2 features, 80.0% accuracy [2025-10-09T00:09:43.008974] [DEBUG] [LOCAL ] Loaded configuration for FRT: 1 features, 60.0% accuracy [2025-10-09T00:09:43.009136] [DEBUG] [LOCAL ] Loaded configuration for HE: 3 features, 60.0% accuracy [2025-10-09T00:09:43.009287] [DEBUG] [LOCAL ] Loaded configuration for CURB: 4 features, 90.0% accuracy [2025-10-09T00:09:43.009434] [DEBUG] [LOCAL ] Loaded configuration for WLY: 2 features, 80.0% accuracy [2025-10-09T00:09:43.009563] [DEBUG] [LOCAL ] Loaded configuration for BWMX: 1 features, 70.0% accuracy [2025-10-09T00:09:43.009744] [DEBUG] [LOCAL ] Loaded configuration for KGC: 2 features, 40.0% accuracy [2025-10-09T00:09:43.009871] [DEBUG] [LOCAL ] Loaded configuration for SMWB: 1 features, 60.0% accuracy [2025-10-09T00:09:43.009998] [DEBUG] [LOCAL ] Loaded configuration for ADNT: 2 features, 70.0% accuracy [2025-10-09T00:09:43.010142] [DEBUG] [LOCAL ] Loaded configuration for BMO: 6 features, 90.0% accuracy [2025-10-09T00:09:43.010275] [DEBUG] [LOCAL ] Loaded configuration for CMTG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.010402] [DEBUG] [LOCAL ] Loaded configuration for FET: 2 features, 70.0% accuracy [2025-10-09T00:09:43.010548] [DEBUG] [LOCAL ] Loaded configuration for CPK: 2 features, 70.0% accuracy [2025-10-09T00:09:43.010701] [DEBUG] [LOCAL ] Loaded configuration for AER: 1 features, 80.0% accuracy [2025-10-09T00:09:43.010844] [DEBUG] [LOCAL ] Loaded configuration for WDS: 4 features, 80.0% accuracy [2025-10-09T00:09:43.010957] [DEBUG] [LOCAL ] Loaded configuration for WPC: 2 features, 60.0% accuracy [2025-10-09T00:09:43.011100] [DEBUG] [LOCAL ] Loaded configuration for BBU: 4 features, 100.0% accuracy [2025-10-09T00:09:43.011229] [DEBUG] [LOCAL ] Loaded configuration for WNS: 0 features, 80.0% accuracy [2025-10-09T00:09:43.011360] [DEBUG] [LOCAL ] Loaded configuration for CAPL: 1 features, 70.0% accuracy [2025-10-09T00:09:43.011505] [DEBUG] [LOCAL ] Loaded configuration for BOC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.011672] [DEBUG] [LOCAL ] Loaded configuration for CE: 3 features, 70.0% accuracy [2025-10-09T00:09:43.011806] [DEBUG] [LOCAL ] Loaded configuration for BBN: 2 features, 60.0% accuracy [2025-10-09T00:09:43.011933] [DEBUG] [LOCAL ] Loaded configuration for KFY: 2 features, 60.0% accuracy [2025-10-09T00:09:43.012076] [DEBUG] [LOCAL ] Loaded configuration for GPJA: 2 features, 70.0% accuracy [2025-10-09T00:09:43.012221] [DEBUG] [LOCAL ] Loaded configuration for EARN: 4 features, 80.0% accuracy [2025-10-09T00:09:43.012349] [DEBUG] [LOCAL ] Loaded configuration for RYN: 3 features, 80.0% accuracy [2025-10-09T00:09:43.012494] [DEBUG] [LOCAL ] Loaded configuration for BX: 2 features, 70.0% accuracy [2025-10-09T00:09:43.012629] [DEBUG] [LOCAL ] Loaded configuration for NMS: 4 features, 100.0% accuracy [2025-10-09T00:09:43.012805] [DEBUG] [LOCAL ] Loaded configuration for UGI: 2 features, 60.0% accuracy [2025-10-09T00:09:43.012933] [DEBUG] [LOCAL ] Loaded configuration for MCK: 3 features, 90.0% accuracy [2025-10-09T00:09:43.013046] [DEBUG] [LOCAL ] Loaded configuration for MG: 2 features, 60.0% accuracy [2025-10-09T00:09:43.013172] [DEBUG] [LOCAL ] Loaded configuration for PTY: 0 features, 80.0% accuracy [2025-10-09T00:09:43.013299] [DEBUG] [LOCAL ] Loaded configuration for SPR: 1 features, 80.0% accuracy [2025-10-09T00:09:43.013460] [DEBUG] [LOCAL ] Loaded configuration for AEO: 0 features, 60.0% accuracy [2025-10-09T00:09:43.013588] [DEBUG] [LOCAL ] Loaded configuration for MLNK: 4 features, 70.0% accuracy [2025-10-09T00:09:43.013765] [DEBUG] [LOCAL ] Loaded configuration for FSLY: 2 features, 90.0% accuracy [2025-10-09T00:09:43.013912] [DEBUG] [LOCAL ] Loaded configuration for TBBB: 1 features, 80.0% accuracy [2025-10-09T00:09:43.014056] [DEBUG] [LOCAL ] Loaded configuration for TWN: 2 features, 60.0% accuracy [2025-10-09T00:09:43.014193] [DEBUG] [LOCAL ] Loaded configuration for ASPN: 3 features, 70.0% accuracy [2025-10-09T00:09:43.014339] [DEBUG] [LOCAL ] Loaded configuration for BHVN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.014485] [DEBUG] [LOCAL ] Loaded configuration for AVD: 5 features, 100.0% accuracy [2025-10-09T00:09:43.014634] [DEBUG] [LOCAL ] Loaded configuration for CTBB: 6 features, 90.0% accuracy [2025-10-09T00:09:43.014790] [DEBUG] [LOCAL ] Loaded configuration for MIY: 1 features, 100.0% accuracy [2025-10-09T00:09:43.014934] [DEBUG] [LOCAL ] Loaded configuration for EVTC: 4 features, 90.0% accuracy [2025-10-09T00:09:43.015084] [DEBUG] [LOCAL ] Loaded configuration for HXL: 2 features, 60.0% accuracy [2025-10-09T00:09:43.015229] [DEBUG] [LOCAL ] Loaded configuration for PEO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.015374] [DEBUG] [LOCAL ] Loaded configuration for WIA: 2 features, 90.0% accuracy [2025-10-09T00:09:43.015520] [DEBUG] [LOCAL ] Loaded configuration for AMBC: 5 features, 80.0% accuracy [2025-10-09T00:09:43.015670] [DEBUG] [LOCAL ] Loaded configuration for HIO: 4 features, 60.0% accuracy [2025-10-09T00:09:43.015826] [DEBUG] [LOCAL ] Loaded configuration for INSW: 2 features, 70.0% accuracy [2025-10-09T00:09:43.015972] [DEBUG] [LOCAL ] Loaded configuration for GSBD: 3 features, 60.0% accuracy [2025-10-09T00:09:43.016119] [DEBUG] [LOCAL ] Loaded configuration for EPR: 5 features, 90.0% accuracy [2025-10-09T00:09:43.016297] [DEBUG] [LOCAL ] Loaded configuration for ALC: 5 features, 80.0% accuracy [2025-10-09T00:09:43.016444] [DEBUG] [LOCAL ] Loaded configuration for BZH: 0 features, 60.0% accuracy [2025-10-09T00:09:43.016573] [DEBUG] [LOCAL ] Loaded configuration for SOJE: 3 features, 70.0% accuracy [2025-10-09T00:09:43.016749] [DEBUG] [LOCAL ] Loaded configuration for BAM: 2 features, 80.0% accuracy [2025-10-09T00:09:43.016880] [DEBUG] [LOCAL ] Loaded configuration for CCI: 2 features, 70.0% accuracy [2025-10-09T00:09:43.017007] [DEBUG] [LOCAL ] Loaded configuration for YETI: 4 features, 90.0% accuracy [2025-10-09T00:09:43.017134] [DEBUG] [LOCAL ] Loaded configuration for SNA: 4 features, 70.0% accuracy [2025-10-09T00:09:43.017296] [DEBUG] [LOCAL ] Loaded configuration for GTN: 3 features, 70.0% accuracy [2025-10-09T00:09:43.017411] [DEBUG] [LOCAL ] Loaded configuration for HEI: 0 features, 90.0% accuracy [2025-10-09T00:09:43.017521] [DEBUG] [LOCAL ] Loaded configuration for SMR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.017672] [DEBUG] [LOCAL ] Loaded configuration for DBI: 2 features, 80.0% accuracy [2025-10-09T00:09:43.017801] [DEBUG] [LOCAL ] Loaded configuration for LAC: 1 features, 70.0% accuracy [2025-10-09T00:09:43.017945] [DEBUG] [LOCAL ] Loaded configuration for FBP: 1 features, 80.0% accuracy [2025-10-09T00:09:43.018107] [DEBUG] [LOCAL ] Loaded configuration for TTE: 2 features, 60.0% accuracy [2025-10-09T00:09:43.018235] [DEBUG] [LOCAL ] Loaded configuration for TALO: 1 features, 70.0% accuracy [2025-10-09T00:09:43.018361] [DEBUG] [LOCAL ] Loaded configuration for KWR: 5 features, 90.0% accuracy [2025-10-09T00:09:43.018488] [DEBUG] [LOCAL ] Loaded configuration for MGRD: 4 features, 80.0% accuracy [2025-10-09T00:09:43.018674] [DEBUG] [LOCAL ] Loaded configuration for BC: 1 features, 60.0% accuracy [2025-10-09T00:09:43.018804] [DEBUG] [LOCAL ] Loaded configuration for ESAB: 3 features, 70.0% accuracy [2025-10-09T00:09:43.018931] [DEBUG] [LOCAL ] Loaded configuration for MGM: 5 features, 80.0% accuracy [2025-10-09T00:09:43.019061] [DEBUG] [LOCAL ] Loaded configuration for CNH: 3 features, 80.0% accuracy [2025-10-09T00:09:43.019189] [DEBUG] [LOCAL ] Loaded configuration for CPF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.019345] [DEBUG] [LOCAL ] Loaded configuration for NIE: 5 features, 80.0% accuracy [2025-10-09T00:09:43.019473] [DEBUG] [LOCAL ] Loaded configuration for STN: 1 features, 80.0% accuracy [2025-10-09T00:09:43.019709] [DEBUG] [LOCAL ] Loaded configuration for BLE: 3 features, 80.0% accuracy [2025-10-09T00:09:43.019878] [DEBUG] [LOCAL ] Loaded configuration for MCS: 6 features, 80.0% accuracy [2025-10-09T00:09:43.019995] [DEBUG] [LOCAL ] Loaded configuration for TTI: 1 features, 70.0% accuracy [2025-10-09T00:09:43.020143] [DEBUG] [LOCAL ] Loaded configuration for ZGN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.020291] [DEBUG] [LOCAL ] Loaded configuration for AESI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.020423] [DEBUG] [LOCAL ] Loaded configuration for IQI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.020572] [DEBUG] [LOCAL ] Loaded configuration for UBER: 1 features, 80.0% accuracy [2025-10-09T00:09:43.020745] [DEBUG] [LOCAL ] Loaded configuration for ADM: 1 features, 70.0% accuracy [2025-10-09T00:09:43.020892] [DEBUG] [LOCAL ] Loaded configuration for VLT: 3 features, 70.0% accuracy [2025-10-09T00:09:43.021038] [DEBUG] [LOCAL ] Loaded configuration for MHK: 0 features, 90.0% accuracy [2025-10-09T00:09:43.021191] [DEBUG] [LOCAL ] Loaded configuration for AJG: 1 features, 80.0% accuracy [2025-10-09T00:09:43.021342] [DEBUG] [LOCAL ] Loaded configuration for AVNT: 0 features, 90.0% accuracy [2025-10-09T00:09:43.021457] [DEBUG] [LOCAL ] Loaded configuration for TREX: 1 features, 60.0% accuracy [2025-10-09T00:09:43.021583] [DEBUG] [LOCAL ] Loaded configuration for TPYP: 0 features, 60.0% accuracy [2025-10-09T00:09:43.021747] [DEBUG] [LOCAL ] Loaded configuration for ACR: 3 features, 80.0% accuracy [2025-10-09T00:09:43.021893] [DEBUG] [LOCAL ] Loaded configuration for TKR: 3 features, 90.0% accuracy [2025-10-09T00:09:43.022008] [DEBUG] [LOCAL ] Loaded configuration for VOYA: 3 features, 80.0% accuracy [2025-10-09T00:09:43.022134] [DEBUG] [LOCAL ] Loaded configuration for CYD: 3 features, 90.0% accuracy [2025-10-09T00:09:43.022281] [DEBUG] [LOCAL ] Loaded configuration for MUA: 2 features, 70.0% accuracy [2025-10-09T00:09:43.022411] [DEBUG] [LOCAL ] Loaded configuration for GNL: 3 features, 60.0% accuracy [2025-10-09T00:09:43.022555] [DEBUG] [LOCAL ] Loaded configuration for JOE: 2 features, 80.0% accuracy [2025-10-09T00:09:43.022715] [DEBUG] [LOCAL ] Loaded configuration for ACCO: 1 features, 80.0% accuracy [2025-10-09T00:09:43.022843] [DEBUG] [LOCAL ] Loaded configuration for TME: 4 features, 80.0% accuracy [2025-10-09T00:09:43.022971] [DEBUG] [LOCAL ] Loaded configuration for TXNM: 1 features, 70.0% accuracy [2025-10-09T00:09:43.023117] [DEBUG] [LOCAL ] Loaded configuration for TROX: 2 features, 70.0% accuracy [2025-10-09T00:09:43.023249] [DEBUG] [LOCAL ] Loaded configuration for WFC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.023377] [DEBUG] [LOCAL ] Loaded configuration for CEPU: 4 features, 70.0% accuracy [2025-10-09T00:09:43.023505] [DEBUG] [LOCAL ] Loaded configuration for SWK: 2 features, 60.0% accuracy [2025-10-09T00:09:43.023632] [DEBUG] [LOCAL ] Loaded configuration for BHR: 3 features, 80.0% accuracy [2025-10-09T00:09:43.023805] [DEBUG] [LOCAL ] Loaded configuration for HL: 6 features, 90.0% accuracy [2025-10-09T00:09:43.023934] [DEBUG] [LOCAL ] Loaded configuration for CURV: 3 features, 80.0% accuracy [2025-10-09T00:09:43.024047] [DEBUG] [LOCAL ] Loaded configuration for EPD: 1 features, 80.0% accuracy [2025-10-09T00:09:43.024193] [DEBUG] [LOCAL ] Loaded configuration for DQ: 0 features, 70.0% accuracy [2025-10-09T00:09:43.024321] [DEBUG] [LOCAL ] Loaded configuration for ULS: 3 features, 70.0% accuracy [2025-10-09T00:09:43.024435] [DEBUG] [LOCAL ] Loaded configuration for HBM: 3 features, 80.0% accuracy [2025-10-09T00:09:43.024568] [DEBUG] [LOCAL ] Loaded configuration for SREA: 2 features, 80.0% accuracy [2025-10-09T00:09:43.024750] [DEBUG] [LOCAL ] Loaded configuration for YELP: 3 features, 80.0% accuracy [2025-10-09T00:09:43.024865] [DEBUG] [LOCAL ] Loaded configuration for CABO: 1 features, 80.0% accuracy [2025-10-09T00:09:43.025000] [DEBUG] [LOCAL ] Loaded configuration for BNED: 5 features, 80.0% accuracy [2025-10-09T00:09:43.025128] [DEBUG] [LOCAL ] Loaded configuration for BSM: 1 features, 80.0% accuracy [2025-10-09T00:09:43.025255] [DEBUG] [LOCAL ] Loaded configuration for SMBK: 0 features, 50.0% accuracy [2025-10-09T00:09:43.025383] [DEBUG] [LOCAL ] Loaded configuration for SST: 3 features, 80.0% accuracy [2025-10-09T00:09:43.025529] [DEBUG] [LOCAL ] Loaded configuration for SPHR: 4 features, 90.0% accuracy [2025-10-09T00:09:43.025671] [DEBUG] [LOCAL ] Loaded configuration for STC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.025829] [DEBUG] [LOCAL ] Loaded configuration for GRBK: 1 features, 80.0% accuracy [2025-10-09T00:09:43.025983] [DEBUG] [LOCAL ] Loaded configuration for UPS: 4 features, 60.0% accuracy [2025-10-09T00:09:43.026130] [DEBUG] [LOCAL ] Loaded configuration for SDRL: 1 features, 60.0% accuracy [2025-10-09T00:09:43.026260] [DEBUG] [LOCAL ] Loaded configuration for TEVA: 3 features, 90.0% accuracy [2025-10-09T00:09:43.026387] [DEBUG] [LOCAL ] Loaded configuration for WAB: 1 features, 70.0% accuracy [2025-10-09T00:09:43.026531] [DEBUG] [LOCAL ] Loaded configuration for MFAO: 1 features, 60.0% accuracy [2025-10-09T00:09:43.026667] [DEBUG] [LOCAL ] Loaded configuration for DXC: 4 features, 100.0% accuracy [2025-10-09T00:09:43.026783] [DEBUG] [LOCAL ] Loaded configuration for TG: 3 features, 70.0% accuracy [2025-10-09T00:09:43.026910] [DEBUG] [LOCAL ] Loaded configuration for KGS: 4 features, 80.0% accuracy [2025-10-09T00:09:43.027037] [DEBUG] [LOCAL ] Loaded configuration for MOS: 3 features, 60.0% accuracy [2025-10-09T00:09:43.027193] [DEBUG] [LOCAL ] Loaded configuration for BIP: 3 features, 80.0% accuracy [2025-10-09T00:09:43.027322] [DEBUG] [LOCAL ] Loaded configuration for VET: 2 features, 60.0% accuracy [2025-10-09T00:09:43.027471] [DEBUG] [LOCAL ] Loaded configuration for FCT: 3 features, 60.0% accuracy [2025-10-09T00:09:43.027617] [DEBUG] [LOCAL ] Loaded configuration for HLN: 1 features, 70.0% accuracy [2025-10-09T00:09:43.027758] [DEBUG] [LOCAL ] Loaded configuration for HIW: 3 features, 80.0% accuracy [2025-10-09T00:09:43.027884] [DEBUG] [LOCAL ] Loaded configuration for BEP: 3 features, 90.0% accuracy [2025-10-09T00:09:43.028020] [DEBUG] [LOCAL ] Loaded configuration for TAP: 4 features, 90.0% accuracy [2025-10-09T00:09:43.028149] [DEBUG] [LOCAL ] Loaded configuration for HOUS: 2 features, 80.0% accuracy [2025-10-09T00:09:43.028299] [DEBUG] [LOCAL ] Loaded configuration for BBAI: 0 features, 90.0% accuracy [2025-10-09T00:09:43.028428] [DEBUG] [LOCAL ] Loaded configuration for FMS: 5 features, 80.0% accuracy [2025-10-09T00:09:43.028571] [DEBUG] [LOCAL ] Loaded configuration for AIN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.028723] [DEBUG] [LOCAL ] Loaded configuration for ESS: 2 features, 90.0% accuracy [2025-10-09T00:09:43.028869] [DEBUG] [LOCAL ] Loaded configuration for GHY: 4 features, 70.0% accuracy [2025-10-09T00:09:43.029015] [DEBUG] [LOCAL ] Loaded configuration for WMB: 1 features, 70.0% accuracy [2025-10-09T00:09:43.029162] [DEBUG] [LOCAL ] Loaded configuration for IPI: 4 features, 90.0% accuracy [2025-10-09T00:09:43.029328] [DEBUG] [LOCAL ] Loaded configuration for LEVI: 2 features, 80.0% accuracy [2025-10-09T00:09:43.029455] [DEBUG] [LOCAL ] Loaded configuration for ALX: 0 features, 90.0% accuracy [2025-10-09T00:09:43.029584] [DEBUG] [LOCAL ] Loaded configuration for ASC: 1 features, 60.0% accuracy [2025-10-09T00:09:43.029746] [DEBUG] [LOCAL ] Loaded configuration for SM: 1 features, 70.0% accuracy [2025-10-09T00:09:43.029912] [DEBUG] [LOCAL ] Loaded configuration for NAN: 1 features, 60.0% accuracy [2025-10-09T00:09:43.030028] [DEBUG] [LOCAL ] Loaded configuration for BP: 3 features, 70.0% accuracy [2025-10-09T00:09:43.030154] [DEBUG] [LOCAL ] Loaded configuration for ECVT: 2 features, 70.0% accuracy [2025-10-09T00:09:43.030305] [DEBUG] [LOCAL ] Loaded configuration for BLK: 2 features, 90.0% accuracy [2025-10-09T00:09:43.030431] [DEBUG] [LOCAL ] Loaded configuration for TPR: 5 features, 70.0% accuracy [2025-10-09T00:09:43.030565] [DEBUG] [LOCAL ] Loaded configuration for CAVA: 2 features, 70.0% accuracy [2025-10-09T00:09:43.030752] [DEBUG] [LOCAL ] Loaded configuration for SG: 5 features, 90.0% accuracy [2025-10-09T00:09:43.030900] [DEBUG] [LOCAL ] Loaded configuration for INN: 6 features, 80.0% accuracy [2025-10-09T00:09:43.031013] [DEBUG] [LOCAL ] Loaded configuration for KVUE: 3 features, 90.0% accuracy [2025-10-09T00:09:43.031137] [DEBUG] [LOCAL ] Loaded configuration for MITT: 1 features, 80.0% accuracy [2025-10-09T00:09:43.031262] [DEBUG] [LOCAL ] Loaded configuration for WRB: 2 features, 70.0% accuracy [2025-10-09T00:09:43.031412] [DEBUG] [LOCAL ] Loaded configuration for VNCE: 2 features, 70.0% accuracy [2025-10-09T00:09:43.031540] [DEBUG] [LOCAL ] Loaded configuration for VVV: 4 features, 90.0% accuracy [2025-10-09T00:09:43.031693] [DEBUG] [LOCAL ] Loaded configuration for SKIL: 4 features, 80.0% accuracy [2025-10-09T00:09:43.031838] [DEBUG] [LOCAL ] Loaded configuration for GPOR: 5 features, 80.0% accuracy [2025-10-09T00:09:43.031966] [DEBUG] [LOCAL ] Loaded configuration for BDC: 1 features, 80.0% accuracy [2025-10-09T00:09:43.032108] [DEBUG] [LOCAL ] Loaded configuration for BKKT: 2 features, 80.0% accuracy [2025-10-09T00:09:43.032253] [DEBUG] [LOCAL ] Loaded configuration for SYK: 2 features, 60.0% accuracy [2025-10-09T00:09:43.032405] [DEBUG] [LOCAL ] Loaded configuration for CSL: 2 features, 40.0% accuracy [2025-10-09T00:09:43.032550] [DEBUG] [LOCAL ] Loaded configuration for ELC: 2 features, 90.0% accuracy [2025-10-09T00:09:43.032722] [DEBUG] [LOCAL ] Loaded configuration for CAH: 2 features, 60.0% accuracy [2025-10-09T00:09:43.032850] [DEBUG] [LOCAL ] Loaded configuration for TTC: 3 features, 50.0% accuracy [2025-10-09T00:09:43.032994] [DEBUG] [LOCAL ] Loaded configuration for EGY: 2 features, 80.0% accuracy [2025-10-09T00:09:43.033107] [DEBUG] [LOCAL ] Loaded configuration for DVA: 3 features, 60.0% accuracy [2025-10-09T00:09:43.033216] [DEBUG] [LOCAL ] Loaded configuration for TBN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.033339] [DEBUG] [LOCAL ] Loaded configuration for CPA: 1 features, 60.0% accuracy [2025-10-09T00:09:43.033450] [DEBUG] [LOCAL ] Loaded configuration for SMG: 0 features, 70.0% accuracy [2025-10-09T00:09:43.033615] [DEBUG] [LOCAL ] Loaded configuration for USNA: 2 features, 70.0% accuracy [2025-10-09T00:09:43.033785] [DEBUG] [LOCAL ] Loaded configuration for GM: 4 features, 70.0% accuracy [2025-10-09T00:09:43.033898] [DEBUG] [LOCAL ] Loaded configuration for K: 3 features, 60.0% accuracy [2025-10-09T00:09:43.034042] [DEBUG] [LOCAL ] Loaded configuration for BVN: 1 features, 80.0% accuracy [2025-10-09T00:09:43.034170] [DEBUG] [LOCAL ] Loaded configuration for THS: 2 features, 70.0% accuracy [2025-10-09T00:09:43.034295] [DEBUG] [LOCAL ] Loaded configuration for BGB: 4 features, 80.0% accuracy [2025-10-09T00:09:43.034422] [DEBUG] [LOCAL ] Loaded configuration for ITT: 5 features, 80.0% accuracy [2025-10-09T00:09:43.034567] [DEBUG] [LOCAL ] Loaded configuration for GCV: 2 features, 70.0% accuracy [2025-10-09T00:09:43.034751] [DEBUG] [LOCAL ] Loaded configuration for AGO: 3 features, 80.0% accuracy [2025-10-09T00:09:43.034866] [DEBUG] [LOCAL ] Loaded configuration for TECK: 2 features, 80.0% accuracy [2025-10-09T00:09:43.034990] [DEBUG] [LOCAL ] Loaded configuration for SDHC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.035102] [DEBUG] [LOCAL ] Loaded configuration for EQT: 0 features, 60.0% accuracy [2025-10-09T00:09:43.035261] [DEBUG] [LOCAL ] Loaded configuration for CF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.035407] [DEBUG] [LOCAL ] Loaded configuration for INFA: 2 features, 70.0% accuracy [2025-10-09T00:09:43.035537] [DEBUG] [LOCAL ] Loaded configuration for UTL: 4 features, 80.0% accuracy [2025-10-09T00:09:43.035754] [DEBUG] [LOCAL ] Loaded configuration for LLY: 0 features, 60.0% accuracy [2025-10-09T00:09:43.035874] [DEBUG] [LOCAL ] Loaded configuration for KLC: 3 features, 80.0% accuracy [2025-10-09T00:09:43.035998] [DEBUG] [LOCAL ] Loaded configuration for HTD: 0 features, 80.0% accuracy [2025-10-09T00:09:43.036143] [DEBUG] [LOCAL ] Loaded configuration for AX: 1 features, 60.0% accuracy [2025-10-09T00:09:43.036272] [DEBUG] [LOCAL ] Loaded configuration for AOMR: 1 features, 70.0% accuracy [2025-10-09T00:09:43.036399] [DEBUG] [LOCAL ] Loaded configuration for EQNR: 3 features, 70.0% accuracy [2025-10-09T00:09:43.036524] [DEBUG] [LOCAL ] Loaded configuration for ALV: 2 features, 80.0% accuracy [2025-10-09T00:09:43.036681] [DEBUG] [LOCAL ] Loaded configuration for ZVIA: 1 features, 70.0% accuracy [2025-10-09T00:09:43.036809] [DEBUG] [LOCAL ] Loaded configuration for JHG: 1 features, 100.0% accuracy [2025-10-09T00:09:43.036969] [DEBUG] [LOCAL ] Loaded configuration for CNP: 2 features, 70.0% accuracy [2025-10-09T00:09:43.037114] [DEBUG] [LOCAL ] Loaded configuration for DKS: 2 features, 70.0% accuracy [2025-10-09T00:09:43.037246] [DEBUG] [LOCAL ] Loaded configuration for GS: 3 features, 80.0% accuracy [2025-10-09T00:09:43.037377] [DEBUG] [LOCAL ] Loaded configuration for KEN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.037522] [DEBUG] [LOCAL ] Loaded configuration for MBI: 1 features, 60.0% accuracy [2025-10-09T00:09:43.037688] [DEBUG] [LOCAL ] Loaded configuration for CNMD: 2 features, 60.0% accuracy [2025-10-09T00:09:43.037802] [DEBUG] [LOCAL ] Loaded configuration for AP: 4 features, 90.0% accuracy [2025-10-09T00:09:43.037933] [DEBUG] [LOCAL ] Loaded configuration for CHE: 0 features, 50.0% accuracy [2025-10-09T00:09:43.038046] [DEBUG] [LOCAL ] Loaded configuration for KSS: 4 features, 80.0% accuracy [2025-10-09T00:09:43.038190] [DEBUG] [LOCAL ] Loaded configuration for HLI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.038341] [DEBUG] [LOCAL ] Loaded configuration for EPRT: 2 features, 70.0% accuracy [2025-10-09T00:09:43.038485] [DEBUG] [LOCAL ] Loaded configuration for CNO: 2 features, 60.0% accuracy [2025-10-09T00:09:43.038599] [DEBUG] [LOCAL ] Loaded configuration for LYV: 4 features, 80.0% accuracy [2025-10-09T00:09:43.038773] [DEBUG] [LOCAL ] Loaded configuration for VTMX: 5 features, 80.0% accuracy [2025-10-09T00:09:43.038922] [DEBUG] [LOCAL ] Loaded configuration for BNH: 1 features, 60.0% accuracy [2025-10-09T00:09:43.039051] [DEBUG] [LOCAL ] Loaded configuration for HD: 3 features, 80.0% accuracy [2025-10-09T00:09:43.039178] [DEBUG] [LOCAL ] Loaded configuration for HTH: 1 features, 70.0% accuracy [2025-10-09T00:09:43.039335] [DEBUG] [LOCAL ] Loaded configuration for CANG: 4 features, 70.0% accuracy [2025-10-09T00:09:43.039447] [DEBUG] [LOCAL ] Loaded configuration for BEPJ: 3 features, 70.0% accuracy [2025-10-09T00:09:43.039572] [DEBUG] [LOCAL ] Loaded configuration for WEA: 4 features, 90.0% accuracy [2025-10-09T00:09:43.039755] [DEBUG] [LOCAL ] Loaded configuration for KEYS: 2 features, 70.0% accuracy [2025-10-09T00:09:43.039901] [DEBUG] [LOCAL ] Loaded configuration for FOA: 2 features, 90.0% accuracy [2025-10-09T00:09:43.040047] [DEBUG] [LOCAL ] Loaded configuration for BHE: 3 features, 70.0% accuracy [2025-10-09T00:09:43.040175] [DEBUG] [LOCAL ] Loaded configuration for SRFM: 2 features, 80.0% accuracy [2025-10-09T00:09:43.040307] [DEBUG] [LOCAL ] Loaded configuration for SLQT: 5 features, 60.0% accuracy [2025-10-09T00:09:43.040450] [DEBUG] [LOCAL ] Loaded configuration for IQV: 3 features, 70.0% accuracy [2025-10-09T00:09:43.040595] [DEBUG] [LOCAL ] Loaded configuration for DLB: 2 features, 70.0% accuracy [2025-10-09T00:09:43.040757] [DEBUG] [LOCAL ] Loaded configuration for GHI: 4 features, 70.0% accuracy [2025-10-09T00:09:43.040891] [DEBUG] [LOCAL ] Loaded configuration for LITB: 4 features, 100.0% accuracy [2025-10-09T00:09:43.041026] [DEBUG] [LOCAL ] Loaded configuration for SID: 3 features, 70.0% accuracy [2025-10-09T00:09:43.041153] [DEBUG] [LOCAL ] Loaded configuration for TDY: 4 features, 70.0% accuracy [2025-10-09T00:09:43.041321] [DEBUG] [LOCAL ] Loaded configuration for NAC: 1 features, 80.0% accuracy [2025-10-09T00:09:43.041450] [DEBUG] [LOCAL ] Loaded configuration for BW: 4 features, 90.0% accuracy [2025-10-09T00:09:43.041579] [DEBUG] [LOCAL ] Loaded configuration for FE: 4 features, 80.0% accuracy [2025-10-09T00:09:43.041739] [DEBUG] [LOCAL ] Loaded configuration for CPAY: 1 features, 60.0% accuracy [2025-10-09T00:09:43.041868] [DEBUG] [LOCAL ] Loaded configuration for HMY: 3 features, 70.0% accuracy [2025-10-09T00:09:43.041995] [DEBUG] [LOCAL ] Loaded configuration for EOD: 3 features, 60.0% accuracy [2025-10-09T00:09:43.042163] [DEBUG] [LOCAL ] Loaded configuration for LSPD: 4 features, 70.0% accuracy [2025-10-09T00:09:43.042295] [DEBUG] [LOCAL ] Loaded configuration for AFB: 3 features, 80.0% accuracy [2025-10-09T00:09:43.042424] [DEBUG] [LOCAL ] Loaded configuration for ZIP: 2 features, 70.0% accuracy [2025-10-09T00:09:43.042568] [DEBUG] [LOCAL ] Loaded configuration for CLB: 1 features, 70.0% accuracy [2025-10-09T00:09:43.042729] [DEBUG] [LOCAL ] Loaded configuration for MYD: 3 features, 90.0% accuracy [2025-10-09T00:09:43.042856] [DEBUG] [LOCAL ] Loaded configuration for HPP: 3 features, 70.0% accuracy [2025-10-09T00:09:43.043002] [DEBUG] [LOCAL ] Loaded configuration for NXP: 2 features, 60.0% accuracy [2025-10-09T00:09:43.043146] [DEBUG] [LOCAL ] Loaded configuration for GVA: 2 features, 80.0% accuracy [2025-10-09T00:09:43.043282] [DEBUG] [LOCAL ] Loaded configuration for ARI: 2 features, 80.0% accuracy [2025-10-09T00:09:43.043394] [DEBUG] [LOCAL ] Loaded configuration for AA: 5 features, 100.0% accuracy [2025-10-09T00:09:43.043519] [DEBUG] [LOCAL ] Loaded configuration for DSMC: 3 features, 80.0% accuracy [2025-10-09T00:09:43.043693] [DEBUG] [LOCAL ] Loaded configuration for GLOB: 3 features, 70.0% accuracy [2025-10-09T00:09:43.043821] [DEBUG] [LOCAL ] Loaded configuration for CDRE: 3 features, 80.0% accuracy [2025-10-09T00:09:43.043948] [DEBUG] [LOCAL ] Loaded configuration for JEQ: 1 features, 80.0% accuracy [2025-10-09T00:09:43.044075] [DEBUG] [LOCAL ] Loaded configuration for CSV: 2 features, 60.0% accuracy [2025-10-09T00:09:43.044221] [DEBUG] [LOCAL ] Loaded configuration for CCS: 2 features, 100.0% accuracy [2025-10-09T00:09:43.044356] [DEBUG] [LOCAL ] Loaded configuration for THIR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.044482] [DEBUG] [LOCAL ] Loaded configuration for SRE: 2 features, 90.0% accuracy [2025-10-09T00:09:43.044625] [DEBUG] [LOCAL ] Loaded configuration for FFA: 3 features, 80.0% accuracy [2025-10-09T00:09:43.044803] [DEBUG] [LOCAL ] Loaded configuration for NXN: 3 features, 50.0% accuracy [2025-10-09T00:09:43.044947] [DEBUG] [LOCAL ] Loaded configuration for STE: 1 features, 90.0% accuracy [2025-10-09T00:09:43.045094] [DEBUG] [LOCAL ] Loaded configuration for CCU: 3 features, 80.0% accuracy [2025-10-09T00:09:43.045241] [DEBUG] [LOCAL ] Loaded configuration for ALG: 1 features, 100.0% accuracy [2025-10-09T00:09:43.045378] [DEBUG] [LOCAL ] Loaded configuration for GPMT: 3 features, 100.0% accuracy [2025-10-09T00:09:43.045506] [DEBUG] [LOCAL ] Loaded configuration for CIG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.045635] [DEBUG] [LOCAL ] Loaded configuration for MDST: 1 features, 70.0% accuracy [2025-10-09T00:09:43.045796] [DEBUG] [LOCAL ] Loaded configuration for UZE: 4 features, 60.0% accuracy [2025-10-09T00:09:43.045941] [DEBUG] [LOCAL ] Loaded configuration for SBI: 2 features, 90.0% accuracy [2025-10-09T00:09:43.046069] [DEBUG] [LOCAL ] Loaded configuration for GBX: 2 features, 90.0% accuracy [2025-10-09T00:09:43.046195] [DEBUG] [LOCAL ] Loaded configuration for AIZN: 1 features, 80.0% accuracy [2025-10-09T00:09:43.046316] [DEBUG] [LOCAL ] Loaded configuration for DSU: 1 features, 80.0% accuracy [2025-10-09T00:09:43.046442] [DEBUG] [LOCAL ] Loaded configuration for TPC: 1 features, 80.0% accuracy [2025-10-09T00:09:43.046589] [DEBUG] [LOCAL ] Loaded configuration for EHI: 4 features, 80.0% accuracy [2025-10-09T00:09:43.046750] [DEBUG] [LOCAL ] Loaded configuration for TYG: 0 features, 70.0% accuracy [2025-10-09T00:09:43.046878] [DEBUG] [LOCAL ] Loaded configuration for VLRS: 0 features, 60.0% accuracy [2025-10-09T00:09:43.047023] [DEBUG] [LOCAL ] Loaded configuration for CBNA: 2 features, 70.0% accuracy [2025-10-09T00:09:43.047168] [DEBUG] [LOCAL ] Loaded configuration for UTF: 3 features, 70.0% accuracy [2025-10-09T00:09:43.047294] [DEBUG] [LOCAL ] Loaded configuration for WBS: 0 features, 80.0% accuracy [2025-10-09T00:09:43.047422] [DEBUG] [LOCAL ] Loaded configuration for HAL: 2 features, 80.0% accuracy [2025-10-09T00:09:43.047535] [DEBUG] [LOCAL ] Loaded configuration for AHH: 3 features, 100.0% accuracy [2025-10-09T00:09:43.047676] [DEBUG] [LOCAL ] Loaded configuration for TDG: 2 features, 60.0% accuracy [2025-10-09T00:09:43.047803] [DEBUG] [LOCAL ] Loaded configuration for PDO: 1 features, 50.0% accuracy [2025-10-09T00:09:43.047937] [DEBUG] [LOCAL ] Loaded configuration for ENFY: 3 features, 60.0% accuracy [2025-10-09T00:09:43.048064] [DEBUG] [LOCAL ] Loaded configuration for SBR: 2 features, 70.0% accuracy [2025-10-09T00:09:43.048191] [DEBUG] [LOCAL ] Loaded configuration for WU: 3 features, 80.0% accuracy [2025-10-09T00:09:43.048336] [DEBUG] [LOCAL ] Loaded configuration for RYAN: 3 features, 80.0% accuracy [2025-10-09T00:09:43.048483] [DEBUG] [LOCAL ] Loaded configuration for UIS: 4 features, 70.0% accuracy [2025-10-09T00:09:43.048612] [DEBUG] [LOCAL ] Loaded configuration for CWAN: 3 features, 80.0% accuracy [2025-10-09T00:09:43.048779] [DEBUG] [LOCAL ] Loaded configuration for CAE: 5 features, 70.0% accuracy [2025-10-09T00:09:43.048907] [DEBUG] [LOCAL ] Loaded configuration for CBU: 3 features, 80.0% accuracy [2025-10-09T00:09:43.049021] [DEBUG] [LOCAL ] Loaded configuration for LNC: 4 features, 80.0% accuracy [2025-10-09T00:09:43.049132] [DEBUG] [LOCAL ] Loaded configuration for SBSW: 1 features, 50.0% accuracy [2025-10-09T00:09:43.049271] [DEBUG] [LOCAL ] Loaded configuration for SPRU: 4 features, 90.0% accuracy [2025-10-09T00:09:43.049402] [DEBUG] [LOCAL ] Loaded configuration for TKO: 3 features, 60.0% accuracy [2025-10-09T00:09:43.049531] [DEBUG] [LOCAL ] Loaded configuration for GTY: 3 features, 90.0% accuracy [2025-10-09T00:09:43.049702] [DEBUG] [LOCAL ] Loaded configuration for WEX: 5 features, 90.0% accuracy [2025-10-09T00:09:43.049838] [DEBUG] [LOCAL ] Loaded configuration for SCI: 1 features, 90.0% accuracy [2025-10-09T00:09:43.050000] [DEBUG] [LOCAL ] Loaded configuration for ETW: 4 features, 80.0% accuracy [2025-10-09T00:09:43.050129] [DEBUG] [LOCAL ] Loaded configuration for KFRC: 1 features, 90.0% accuracy [2025-10-09T00:09:43.050274] [DEBUG] [LOCAL ] Loaded configuration for BWSN: 1 features, 70.0% accuracy [2025-10-09T00:09:43.050409] [DEBUG] [LOCAL ] Loaded configuration for MGA: 1 features, 90.0% accuracy [2025-10-09T00:09:43.050534] [DEBUG] [LOCAL ] Loaded configuration for GEO: 1 features, 50.0% accuracy [2025-10-09T00:09:43.050680] [DEBUG] [LOCAL ] Loaded configuration for SABA: 2 features, 70.0% accuracy [2025-10-09T00:09:43.050830] [DEBUG] [LOCAL ] Loaded configuration for MOV: 2 features, 80.0% accuracy [2025-10-09T00:09:43.050959] [DEBUG] [LOCAL ] Loaded configuration for BIO: 1 features, 80.0% accuracy [2025-10-09T00:09:43.051086] [DEBUG] [LOCAL ] Loaded configuration for HSY: 1 features, 70.0% accuracy [2025-10-09T00:09:43.051199] [DEBUG] [LOCAL ] Loaded configuration for DCI: 3 features, 90.0% accuracy [2025-10-09T00:09:43.051324] [DEBUG] [LOCAL ] Loaded configuration for VTN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.051482] [DEBUG] [LOCAL ] Loaded configuration for OIA: 2 features, 80.0% accuracy [2025-10-09T00:09:43.051609] [DEBUG] [LOCAL ] Loaded configuration for MHD: 2 features, 80.0% accuracy [2025-10-09T00:09:43.051766] [DEBUG] [LOCAL ] Loaded configuration for EHC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.051911] [DEBUG] [LOCAL ] Loaded configuration for LTH: 0 features, 70.0% accuracy [2025-10-09T00:09:43.052037] [DEBUG] [LOCAL ] Loaded configuration for SAM: 1 features, 90.0% accuracy [2025-10-09T00:09:43.052163] [DEBUG] [LOCAL ] Loaded configuration for HWM: 2 features, 90.0% accuracy [2025-10-09T00:09:43.052315] [DEBUG] [LOCAL ] Loaded configuration for NXC: 4 features, 80.0% accuracy [2025-10-09T00:09:43.052441] [DEBUG] [LOCAL ] Loaded configuration for VVX: 1 features, 100.0% accuracy [2025-10-09T00:09:43.052568] [DEBUG] [LOCAL ] Loaded configuration for HOMB: 1 features, 90.0% accuracy [2025-10-09T00:09:43.052753] [DEBUG] [LOCAL ] Loaded configuration for LCII: 1 features, 100.0% accuracy [2025-10-09T00:09:43.052917] [DEBUG] [LOCAL ] Loaded configuration for BDX: 3 features, 80.0% accuracy [2025-10-09T00:09:43.053031] [DEBUG] [LOCAL ] Loaded configuration for HBB: 4 features, 70.0% accuracy [2025-10-09T00:09:43.053155] [DEBUG] [LOCAL ] Loaded configuration for MET: 0 features, 50.0% accuracy [2025-10-09T00:09:43.053280] [DEBUG] [LOCAL ] Loaded configuration for GDV: 2 features, 70.0% accuracy [2025-10-09T00:09:43.053425] [DEBUG] [LOCAL ] Loaded configuration for GE: 3 features, 90.0% accuracy [2025-10-09T00:09:43.053539] [DEBUG] [LOCAL ] Loaded configuration for ATR: 3 features, 80.0% accuracy [2025-10-09T00:09:43.053679] [DEBUG] [LOCAL ] Loaded configuration for BCC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.053825] [DEBUG] [LOCAL ] Loaded configuration for EL: 3 features, 90.0% accuracy [2025-10-09T00:09:43.053941] [DEBUG] [LOCAL ] Loaded configuration for MANU: 3 features, 70.0% accuracy [2025-10-09T00:09:43.054065] [DEBUG] [LOCAL ] Loaded configuration for TMHC: 5 features, 90.0% accuracy [2025-10-09T00:09:43.054178] [DEBUG] [LOCAL ] Loaded configuration for MFM: 4 features, 80.0% accuracy [2025-10-09T00:09:43.054320] [DEBUG] [LOCAL ] Loaded configuration for DHT: 4 features, 80.0% accuracy [2025-10-09T00:09:43.054447] [DEBUG] [LOCAL ] Loaded configuration for FR: 1 features, 80.0% accuracy [2025-10-09T00:09:43.054593] [DEBUG] [LOCAL ] Loaded configuration for MCI: 5 features, 90.0% accuracy [2025-10-09T00:09:43.054750] [DEBUG] [LOCAL ] Loaded configuration for WBX: 1 features, 90.0% accuracy [2025-10-09T00:09:43.054877] [DEBUG] [LOCAL ] Loaded configuration for YRD: 1 features, 60.0% accuracy [2025-10-09T00:09:43.055028] [DEBUG] [LOCAL ] Loaded configuration for SHOC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.055627] [DEBUG] [LOCAL ] Loaded configuration for MQY: 3 features, 60.0% accuracy [2025-10-09T00:09:43.055788] [DEBUG] [LOCAL ] Loaded configuration for GPC: 0 features, 80.0% accuracy [2025-10-09T00:09:43.055943] [DEBUG] [LOCAL ] Loaded configuration for AWI: 3 features, 80.0% accuracy [2025-10-09T00:09:43.056075] [DEBUG] [LOCAL ] Loaded configuration for GNE: 4 features, 100.0% accuracy [2025-10-09T00:09:43.056191] [DEBUG] [LOCAL ] Loaded configuration for BWLP: 2 features, 80.0% accuracy [2025-10-09T00:09:43.056304] [DEBUG] [LOCAL ] Loaded configuration for DKL: 1 features, 70.0% accuracy [2025-10-09T00:09:43.056428] [DEBUG] [LOCAL ] Loaded configuration for GPN: 1 features, 50.0% accuracy [2025-10-09T00:09:43.056559] [DEBUG] [LOCAL ] Loaded configuration for TRGP: 2 features, 90.0% accuracy [2025-10-09T00:09:43.056706] [DEBUG] [LOCAL ] Loaded configuration for INFY: 1 features, 80.0% accuracy [2025-10-09T00:09:43.056832] [DEBUG] [LOCAL ] Loaded configuration for DFP: 2 features, 80.0% accuracy [2025-10-09T00:09:43.056944] [DEBUG] [LOCAL ] Loaded configuration for KMX: 2 features, 90.0% accuracy [2025-10-09T00:09:43.057077] [DEBUG] [LOCAL ] Loaded configuration for CGV: 1 features, 70.0% accuracy [2025-10-09T00:09:43.057190] [DEBUG] [LOCAL ] Loaded configuration for TM: 0 features, 50.0% accuracy [2025-10-09T00:09:43.057320] [DEBUG] [LOCAL ] Loaded configuration for SMHI: 1 features, 60.0% accuracy [2025-10-09T00:09:43.057470] [DEBUG] [LOCAL ] Loaded configuration for TOST: 4 features, 90.0% accuracy [2025-10-09T00:09:43.057617] [DEBUG] [LOCAL ] Loaded configuration for AROC: 2 features, 60.0% accuracy [2025-10-09T00:09:43.057768] [DEBUG] [LOCAL ] Loaded configuration for ESTC: 4 features, 70.0% accuracy [2025-10-09T00:09:43.057913] [DEBUG] [LOCAL ] Loaded configuration for BWXT: 3 features, 90.0% accuracy [2025-10-09T00:09:43.058045] [DEBUG] [LOCAL ] Loaded configuration for GRDN: 1 features, 50.0% accuracy [2025-10-09T00:09:43.058206] [DEBUG] [LOCAL ] Loaded configuration for ZH: 4 features, 80.0% accuracy [2025-10-09T00:09:43.058319] [DEBUG] [LOCAL ] Loaded configuration for DRH: 2 features, 90.0% accuracy [2025-10-09T00:09:43.058449] [DEBUG] [LOCAL ] Loaded configuration for SFB: 3 features, 80.0% accuracy [2025-10-09T00:09:43.058593] [DEBUG] [LOCAL ] Loaded configuration for FAF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.058764] [DEBUG] [LOCAL ] Loaded configuration for BOH: 3 features, 90.0% accuracy [2025-10-09T00:09:43.058910] [DEBUG] [LOCAL ] Loaded configuration for MMC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.059037] [DEBUG] [LOCAL ] Loaded configuration for STK: 1 features, 80.0% accuracy [2025-10-09T00:09:43.059164] [DEBUG] [LOCAL ] Loaded configuration for FERG: 3 features, 90.0% accuracy [2025-10-09T00:09:43.059308] [DEBUG] [LOCAL ] Loaded configuration for JILL: 2 features, 80.0% accuracy [2025-10-09T00:09:43.059420] [DEBUG] [LOCAL ] Loaded configuration for CIA: 1 features, 100.0% accuracy [2025-10-09T00:09:43.059530] [DEBUG] [LOCAL ] Loaded configuration for IFS: 4 features, 80.0% accuracy [2025-10-09T00:09:43.059696] [DEBUG] [LOCAL ] Loaded configuration for SPB: 2 features, 70.0% accuracy [2025-10-09T00:09:43.059825] [DEBUG] [LOCAL ] Loaded configuration for UMC: 4 features, 60.0% accuracy [2025-10-09T00:09:43.059988] [DEBUG] [LOCAL ] Loaded configuration for MMT: 4 features, 50.0% accuracy [2025-10-09T00:09:43.060116] [DEBUG] [LOCAL ] Loaded configuration for TWI: 0 features, 70.0% accuracy [2025-10-09T00:09:43.060266] [DEBUG] [LOCAL ] Loaded configuration for MLM: 0 features, 60.0% accuracy [2025-10-09T00:09:43.060411] [DEBUG] [LOCAL ] Loaded configuration for TPVG: 2 features, 60.0% accuracy [2025-10-09T00:09:43.060558] [DEBUG] [LOCAL ] Loaded configuration for WSR: 1 features, 50.0% accuracy [2025-10-09T00:09:43.060706] [DEBUG] [LOCAL ] Loaded configuration for KAI: 2 features, 60.0% accuracy [2025-10-09T00:09:43.060851] [DEBUG] [LOCAL ] Loaded configuration for MUC: 4 features, 80.0% accuracy [2025-10-09T00:09:43.060980] [DEBUG] [LOCAL ] Loaded configuration for ALLY: 2 features, 70.0% accuracy [2025-10-09T00:09:43.061126] [DEBUG] [LOCAL ] Loaded configuration for EDU: 2 features, 70.0% accuracy [2025-10-09T00:09:43.061258] [DEBUG] [LOCAL ] Loaded configuration for TWO: 4 features, 90.0% accuracy [2025-10-09T00:09:43.061387] [DEBUG] [LOCAL ] Loaded configuration for AMTD: 7 features, 90.0% accuracy [2025-10-09T00:09:43.061532] [DEBUG] [LOCAL ] Loaded configuration for PCQ: 4 features, 70.0% accuracy [2025-10-09T00:09:43.061700] [DEBUG] [LOCAL ] Loaded configuration for ATEN: 1 features, 60.0% accuracy [2025-10-09T00:09:43.061845] [DEBUG] [LOCAL ] Loaded configuration for FIS: 3 features, 80.0% accuracy [2025-10-09T00:09:43.061960] [DEBUG] [LOCAL ] Loaded configuration for INGR: 5 features, 90.0% accuracy [2025-10-09T00:09:43.062102] [DEBUG] [LOCAL ] Loaded configuration for FINV: 3 features, 90.0% accuracy [2025-10-09T00:09:43.062249] [DEBUG] [LOCAL ] Loaded configuration for ENO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.062363] [DEBUG] [LOCAL ] Loaded configuration for C: 3 features, 70.0% accuracy [2025-10-09T00:09:43.062497] [DEBUG] [LOCAL ] Loaded configuration for WOR: 2 features, 70.0% accuracy [2025-10-09T00:09:43.062663] [DEBUG] [LOCAL ] Loaded configuration for EOG: 1 features, 80.0% accuracy [2025-10-09T00:09:43.062793] [DEBUG] [LOCAL ] Loaded configuration for HQH: 2 features, 80.0% accuracy [2025-10-09T00:09:43.062921] [DEBUG] [LOCAL ] Loaded configuration for SFBS: 1 features, 90.0% accuracy [2025-10-09T00:09:43.063065] [DEBUG] [LOCAL ] Loaded configuration for WWW: 2 features, 70.0% accuracy [2025-10-09T00:09:43.063211] [DEBUG] [LOCAL ] Loaded configuration for BOE: 3 features, 70.0% accuracy [2025-10-09T00:09:43.063340] [DEBUG] [LOCAL ] Loaded configuration for LC: 4 features, 80.0% accuracy [2025-10-09T00:09:43.063503] [DEBUG] [LOCAL ] Loaded configuration for SB: 3 features, 90.0% accuracy [2025-10-09T00:09:43.063671] [DEBUG] [LOCAL ] Loaded configuration for VAC: 1 features, 90.0% accuracy [2025-10-09T00:09:43.063810] [DEBUG] [LOCAL ] Loaded configuration for LB: 5 features, 80.0% accuracy [2025-10-09T00:09:43.063938] [DEBUG] [LOCAL ] Loaded configuration for VPV: 1 features, 80.0% accuracy [2025-10-09T00:09:43.064053] [DEBUG] [LOCAL ] Loaded configuration for SLVM: 4 features, 90.0% accuracy [2025-10-09T00:09:43.064180] [DEBUG] [LOCAL ] Loaded configuration for DOC: 1 features, 50.0% accuracy [2025-10-09T00:09:43.064337] [DEBUG] [LOCAL ] Loaded configuration for GD: 0 features, 90.0% accuracy [2025-10-09T00:09:43.064469] [DEBUG] [LOCAL ] Loaded configuration for MAIN: 4 features, 100.0% accuracy [2025-10-09T00:09:43.064565] [DEBUG] [LOCAL ] Loaded configuration for AL: 2 features, 80.0% accuracy [2025-10-09T00:09:43.064725] [DEBUG] [LOCAL ] Loaded configuration for LVS: 1 features, 60.0% accuracy [2025-10-09T00:09:43.064842] [DEBUG] [LOCAL ] Loaded configuration for THQ: 3 features, 60.0% accuracy [2025-10-09T00:09:43.064989] [DEBUG] [LOCAL ] Loaded configuration for SJM: 2 features, 60.0% accuracy [2025-10-09T00:09:43.065122] [DEBUG] [LOCAL ] Loaded configuration for ALLE: 3 features, 90.0% accuracy [2025-10-09T00:09:43.065260] [DEBUG] [LOCAL ] Loaded configuration for HGLB: 2 features, 60.0% accuracy [2025-10-09T00:09:43.065385] [DEBUG] [LOCAL ] Loaded configuration for ANET: 2 features, 60.0% accuracy [2025-10-09T00:09:43.065512] [DEBUG] [LOCAL ] Loaded configuration for IDA: 1 features, 60.0% accuracy [2025-10-09T00:09:43.065639] [DEBUG] [LOCAL ] Loaded configuration for IRS: 1 features, 50.0% accuracy [2025-10-09T00:09:43.065794] [DEBUG] [LOCAL ] Loaded configuration for BKH: 1 features, 90.0% accuracy [2025-10-09T00:09:43.065947] [DEBUG] [LOCAL ] Loaded configuration for BGH: 0 features, 60.0% accuracy [2025-10-09T00:09:43.066075] [DEBUG] [LOCAL ] Loaded configuration for VLTO: 2 features, 60.0% accuracy [2025-10-09T00:09:43.066214] [DEBUG] [LOCAL ] Loaded configuration for BXSL: 5 features, 80.0% accuracy [2025-10-09T00:09:43.066359] [DEBUG] [LOCAL ] Loaded configuration for FN: 1 features, 50.0% accuracy [2025-10-09T00:09:43.066522] [DEBUG] [LOCAL ] Loaded configuration for SON: 4 features, 80.0% accuracy [2025-10-09T00:09:43.066672] [DEBUG] [LOCAL ] Loaded configuration for TRU: 0 features, 70.0% accuracy [2025-10-09T00:09:43.066800] [DEBUG] [LOCAL ] Loaded configuration for ASGN: 1 features, 80.0% accuracy [2025-10-09T00:09:43.066926] [DEBUG] [LOCAL ] Loaded configuration for FLNG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.067052] [DEBUG] [LOCAL ] Loaded configuration for ESNT: 2 features, 60.0% accuracy [2025-10-09T00:09:43.067198] [DEBUG] [LOCAL ] Loaded configuration for IVT: 4 features, 80.0% accuracy [2025-10-09T00:09:43.067326] [DEBUG] [LOCAL ] Loaded configuration for MODG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.067459] [DEBUG] [LOCAL ] Loaded configuration for DB: 1 features, 60.0% accuracy [2025-10-09T00:09:43.067600] [DEBUG] [LOCAL ] Loaded configuration for ELV: 1 features, 70.0% accuracy [2025-10-09T00:09:43.067748] [DEBUG] [LOCAL ] Loaded configuration for GGT: 0 features, 90.0% accuracy [2025-10-09T00:09:43.067873] [DEBUG] [LOCAL ] Loaded configuration for JMIA: 1 features, 60.0% accuracy [2025-10-09T00:09:43.067999] [DEBUG] [LOCAL ] Loaded configuration for CLW: 0 features, 60.0% accuracy [2025-10-09T00:09:43.068145] [DEBUG] [LOCAL ] Loaded configuration for AUNA: 1 features, 100.0% accuracy [2025-10-09T00:09:43.068295] [DEBUG] [LOCAL ] Loaded configuration for BCE: 4 features, 80.0% accuracy [2025-10-09T00:09:43.068426] [DEBUG] [LOCAL ] Loaded configuration for TNC: 1 features, 70.0% accuracy [2025-10-09T00:09:43.068553] [DEBUG] [LOCAL ] Loaded configuration for DXYZ: 1 features, 80.0% accuracy [2025-10-09T00:09:43.069092] [DEBUG] [LOCAL ] Loaded configuration for BKE: 8 features, 80.0% accuracy [2025-10-09T00:09:43.069210] [DEBUG] [LOCAL ] Loaded configuration for BAX: 2 features, 70.0% accuracy [2025-10-09T00:09:43.069365] [DEBUG] [LOCAL ] Loaded configuration for LND: 1 features, 80.0% accuracy [2025-10-09T00:09:43.069498] [DEBUG] [LOCAL ] Loaded configuration for SEE: 3 features, 80.0% accuracy [2025-10-09T00:09:43.069630] [DEBUG] [LOCAL ] Loaded configuration for SW: 1 features, 100.0% accuracy [2025-10-09T00:09:43.069787] [DEBUG] [LOCAL ] Loaded configuration for ABT: 3 features, 80.0% accuracy [2025-10-09T00:09:43.069904] [DEBUG] [LOCAL ] Loaded configuration for LGI: 3 features, 60.0% accuracy [2025-10-09T00:09:43.070014] [DEBUG] [LOCAL ] Loaded configuration for GFI: 3 features, 80.0% accuracy [2025-10-09T00:09:43.070158] [DEBUG] [LOCAL ] Loaded configuration for MMD: 2 features, 80.0% accuracy [2025-10-09T00:09:43.070333] [DEBUG] [LOCAL ] Loaded configuration for NBB: 2 features, 80.0% accuracy [2025-10-09T00:09:43.070479] [DEBUG] [LOCAL ] Loaded configuration for BRT: 2 features, 70.0% accuracy [2025-10-09T00:09:43.070625] [DEBUG] [LOCAL ] Loaded configuration for DMB: 2 features, 80.0% accuracy [2025-10-09T00:09:43.070773] [DEBUG] [LOCAL ] Loaded configuration for ETB: 0 features, 70.0% accuracy [2025-10-09T00:09:43.070917] [DEBUG] [LOCAL ] Loaded configuration for FPI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.071045] [DEBUG] [LOCAL ] Loaded configuration for PMO: 2 features, 90.0% accuracy [2025-10-09T00:09:43.071173] [DEBUG] [LOCAL ] Loaded configuration for EGP: 1 features, 70.0% accuracy [2025-10-09T00:09:43.071299] [DEBUG] [LOCAL ] Loaded configuration for SDHY: 2 features, 60.0% accuracy [2025-10-09T00:09:43.071441] [DEBUG] [LOCAL ] Loaded configuration for USFD: 3 features, 80.0% accuracy [2025-10-09T00:09:43.071611] [DEBUG] [LOCAL ] Loaded configuration for CCIF: 1 features, 70.0% accuracy [2025-10-09T00:09:43.071763] [DEBUG] [LOCAL ] Loaded configuration for FDP: 2 features, 100.0% accuracy [2025-10-09T00:09:43.071891] [DEBUG] [LOCAL ] Loaded configuration for BSAC: 3 features, 70.0% accuracy [2025-10-09T00:09:43.072037] [DEBUG] [LOCAL ] Loaded configuration for NCA: 1 features, 80.0% accuracy [2025-10-09T00:09:43.072164] [DEBUG] [LOCAL ] Loaded configuration for SGHC: 3 features, 90.0% accuracy [2025-10-09T00:09:43.072278] [DEBUG] [LOCAL ] Loaded configuration for RFI: 2 features, 60.0% accuracy [2025-10-09T00:09:43.072423] [DEBUG] [LOCAL ] Loaded configuration for HUM: 2 features, 90.0% accuracy [2025-10-09T00:09:43.072552] [DEBUG] [LOCAL ] Loaded configuration for BXMT: 5 features, 70.0% accuracy [2025-10-09T00:09:43.072697] [DEBUG] [LOCAL ] Loaded configuration for SPE: 2 features, 70.0% accuracy [2025-10-09T00:09:43.072824] [DEBUG] [LOCAL ] Loaded configuration for SOLV: 1 features, 70.0% accuracy [2025-10-09T00:09:43.072970] [DEBUG] [LOCAL ] Loaded configuration for WAL: 2 features, 70.0% accuracy [2025-10-09T00:09:43.073098] [DEBUG] [LOCAL ] Loaded configuration for THO: 1 features, 80.0% accuracy [2025-10-09T00:09:43.073216] [DEBUG] [LOCAL ] Loaded configuration for SOJD: 3 features, 80.0% accuracy [2025-10-09T00:09:43.073351] [DEBUG] [LOCAL ] Loaded configuration for AEM: 2 features, 60.0% accuracy [2025-10-09T00:09:43.073479] [DEBUG] [LOCAL ] Loaded configuration for FMC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.073626] [DEBUG] [LOCAL ] Loaded configuration for KT: 5 features, 80.0% accuracy [2025-10-09T00:09:43.073780] [DEBUG] [LOCAL ] Loaded configuration for UNMA: 1 features, 70.0% accuracy [2025-10-09T00:09:43.073943] [DEBUG] [LOCAL ] Loaded configuration for GIS: 1 features, 100.0% accuracy [2025-10-09T00:09:43.074105] [DEBUG] [LOCAL ] Loaded configuration for AFGC: 0 features, 60.0% accuracy [2025-10-09T00:09:43.074234] [DEBUG] [LOCAL ] Loaded configuration for SWZ: 3 features, 70.0% accuracy [2025-10-09T00:09:43.074380] [DEBUG] [LOCAL ] Loaded configuration for EBF: 3 features, 80.0% accuracy [2025-10-09T00:09:43.074509] [DEBUG] [LOCAL ] Loaded configuration for DBRG: 3 features, 90.0% accuracy [2025-10-09T00:09:43.074687] [DEBUG] [LOCAL ] Loaded configuration for DAO: 1 features, 90.0% accuracy [2025-10-09T00:09:43.074839] [DEBUG] [LOCAL ] Loaded configuration for VTS: 3 features, 70.0% accuracy [2025-10-09T00:09:43.074975] [DEBUG] [LOCAL ] Loaded configuration for MMM: 5 features, 90.0% accuracy [2025-10-09T00:09:43.075124] [DEBUG] [LOCAL ] Loaded configuration for AIO: 6 features, 90.0% accuracy [2025-10-09T00:09:43.075271] [DEBUG] [LOCAL ] Loaded configuration for HGV: 3 features, 60.0% accuracy [2025-10-09T00:09:43.075399] [DEBUG] [LOCAL ] Loaded configuration for GTLS: 0 features, 70.0% accuracy [2025-10-09T00:09:43.075526] [DEBUG] [LOCAL ] Loaded configuration for BMEZ: 1 features, 70.0% accuracy [2025-10-09T00:09:43.075681] [DEBUG] [LOCAL ] Loaded configuration for GRMN: 2 features, 90.0% accuracy [2025-10-09T00:09:43.075810] [DEBUG] [LOCAL ] Loaded configuration for GCI: 1 features, 50.0% accuracy [2025-10-09T00:09:43.075922] [DEBUG] [LOCAL ] Loaded configuration for AXS: 2 features, 60.0% accuracy [2025-10-09T00:09:43.076065] [DEBUG] [LOCAL ] Loaded configuration for S: 5 features, 90.0% accuracy [2025-10-09T00:09:43.076180] [DEBUG] [LOCAL ] Loaded configuration for D: 1 features, 90.0% accuracy [2025-10-09T00:09:43.076306] [DEBUG] [LOCAL ] Loaded configuration for VKQ: 3 features, 70.0% accuracy [2025-10-09T00:09:43.076439] [DEBUG] [LOCAL ] Loaded configuration for FTS: 0 features, 60.0% accuracy [2025-10-09T00:09:43.076566] [DEBUG] [LOCAL ] Loaded configuration for CCO: 3 features, 80.0% accuracy [2025-10-09T00:09:43.076723] [DEBUG] [LOCAL ] Loaded configuration for AMP: 2 features, 70.0% accuracy [2025-10-09T00:09:43.076837] [DEBUG] [LOCAL ] Loaded configuration for CBL: 3 features, 60.0% accuracy [2025-10-09T00:09:43.076985] [DEBUG] [LOCAL ] Loaded configuration for NXJ: 1 features, 70.0% accuracy [2025-10-09T00:09:43.077098] [DEBUG] [LOCAL ] Loaded configuration for WPP: 1 features, 40.0% accuracy [2025-10-09T00:09:43.077230] [DEBUG] [LOCAL ] Loaded configuration for CVX: 4 features, 80.0% accuracy [2025-10-09T00:09:43.077355] [DEBUG] [LOCAL ] Loaded configuration for LAZ: 1 features, 70.0% accuracy [2025-10-09T00:09:43.077504] [DEBUG] [LOCAL ] Loaded configuration for IPG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.077633] [DEBUG] [LOCAL ] Loaded configuration for ICL: 3 features, 90.0% accuracy [2025-10-09T00:09:43.077811] [DEBUG] [LOCAL ] Loaded configuration for CRM: 2 features, 70.0% accuracy [2025-10-09T00:09:43.077941] [DEBUG] [LOCAL ] Loaded configuration for CNM: 2 features, 70.0% accuracy [2025-10-09T00:09:43.078054] [DEBUG] [LOCAL ] Loaded configuration for SRV: 4 features, 90.0% accuracy [2025-10-09T00:09:43.078194] [DEBUG] [LOCAL ] Loaded configuration for DTG: 0 features, 70.0% accuracy [2025-10-09T00:09:43.078323] [DEBUG] [LOCAL ] Loaded configuration for DTB: 5 features, 80.0% accuracy [2025-10-09T00:09:43.078450] [DEBUG] [LOCAL ] Loaded configuration for HSHP: 3 features, 80.0% accuracy [2025-10-09T00:09:43.078603] [DEBUG] [LOCAL ] Loaded configuration for COF: 3 features, 70.0% accuracy [2025-10-09T00:09:43.078741] [DEBUG] [LOCAL ] Loaded configuration for GNT: 3 features, 70.0% accuracy [2025-10-09T00:09:43.078851] [DEBUG] [LOCAL ] Loaded configuration for WTI: 2 features, 90.0% accuracy [2025-10-09T00:09:43.078962] [DEBUG] [LOCAL ] Loaded configuration for AORT: 3 features, 100.0% accuracy [2025-10-09T00:09:43.079085] [DEBUG] [LOCAL ] Loaded configuration for TSI: 4 features, 70.0% accuracy [2025-10-09T00:09:43.079197] [DEBUG] [LOCAL ] Loaded configuration for EVTR: 2 features, 60.0% accuracy [2025-10-09T00:09:43.079368] [DEBUG] [LOCAL ] Loaded configuration for MFG: 1 features, 90.0% accuracy [2025-10-09T00:09:43.079495] [DEBUG] [LOCAL ] Loaded configuration for AFGB: 1 features, 70.0% accuracy [2025-10-09T00:09:43.079607] [DEBUG] [LOCAL ] Loaded configuration for WS: 2 features, 60.0% accuracy [2025-10-09T00:09:43.079743] [DEBUG] [LOCAL ] Loaded configuration for EMN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.079869] [DEBUG] [LOCAL ] Loaded configuration for JOBY: 2 features, 60.0% accuracy [2025-10-09T00:09:43.079997] [DEBUG] [LOCAL ] Loaded configuration for UHAL: 4 features, 100.0% accuracy [2025-10-09T00:09:43.080143] [DEBUG] [LOCAL ] Loaded configuration for ZBH: 2 features, 80.0% accuracy [2025-10-09T00:09:43.080271] [DEBUG] [LOCAL ] Loaded configuration for EMO: 3 features, 70.0% accuracy [2025-10-09T00:09:43.080417] [DEBUG] [LOCAL ] Loaded configuration for MHN: 2 features, 70.0% accuracy [2025-10-09T00:09:43.080562] [DEBUG] [LOCAL ] Loaded configuration for DOW: 1 features, 80.0% accuracy [2025-10-09T00:09:43.080738] [DEBUG] [LOCAL ] Loaded configuration for KMT: 4 features, 90.0% accuracy [2025-10-09T00:09:43.080866] [DEBUG] [LOCAL ] Loaded configuration for SSTK: 0 features, 70.0% accuracy [2025-10-09T00:09:43.080993] [DEBUG] [LOCAL ] Loaded configuration for HRB: 4 features, 80.0% accuracy [2025-10-09T00:09:43.081138] [DEBUG] [LOCAL ] Loaded configuration for MOD: 1 features, 90.0% accuracy [2025-10-09T00:09:43.081251] [DEBUG] [LOCAL ] Loaded configuration for VYX: 2 features, 100.0% accuracy [2025-10-09T00:09:43.081394] [DEBUG] [LOCAL ] Loaded configuration for EIX: 3 features, 80.0% accuracy [2025-10-09T00:09:43.081522] [DEBUG] [LOCAL ] Loaded configuration for LVWR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.081674] [DEBUG] [LOCAL ] Loaded configuration for ETY: 4 features, 80.0% accuracy [2025-10-09T00:09:43.081821] [DEBUG] [LOCAL ] Loaded configuration for A: 3 features, 70.0% accuracy [2025-10-09T00:09:43.081956] [DEBUG] [LOCAL ] Loaded configuration for LOB: 2 features, 70.0% accuracy [2025-10-09T00:09:43.082068] [DEBUG] [LOCAL ] Loaded configuration for IMAX: 1 features, 70.0% accuracy [2025-10-09T00:09:43.082192] [DEBUG] [LOCAL ] Loaded configuration for ZIM: 2 features, 70.0% accuracy [2025-10-09T00:09:43.082318] [DEBUG] [LOCAL ] Loaded configuration for ARIS: 1 features, 50.0% accuracy [2025-10-09T00:09:43.082444] [DEBUG] [LOCAL ] Loaded configuration for BRC: 3 features, 80.0% accuracy [2025-10-09T00:09:43.082579] [DEBUG] [LOCAL ] Loaded configuration for BA: 2 features, 80.0% accuracy [2025-10-09T00:09:43.082736] [DEBUG] [LOCAL ] Loaded configuration for PFN: 2 features, 70.0% accuracy [2025-10-09T00:09:43.082849] [DEBUG] [LOCAL ] Loaded configuration for KNSL: 3 features, 70.0% accuracy [2025-10-09T00:09:43.082959] [DEBUG] [LOCAL ] Loaded configuration for KOF: 2 features, 60.0% accuracy [2025-10-09T00:09:43.083107] [DEBUG] [LOCAL ] Loaded configuration for EQH: 2 features, 90.0% accuracy [2025-10-09T00:09:43.083221] [DEBUG] [LOCAL ] Loaded configuration for BSL: 4 features, 80.0% accuracy [2025-10-09T00:09:43.083349] [DEBUG] [LOCAL ] Loaded configuration for FRA: 1 features, 70.0% accuracy [2025-10-09T00:09:43.083477] [DEBUG] [LOCAL ] Loaded configuration for STLA: 3 features, 80.0% accuracy [2025-10-09T00:09:43.083664] [DEBUG] [LOCAL ] Loaded configuration for SCHW: 2 features, 70.0% accuracy [2025-10-09T00:09:43.083813] [DEBUG] [LOCAL ] Loaded configuration for MCN: 3 features, 80.0% accuracy [2025-10-09T00:09:43.083941] [DEBUG] [LOCAL ] Loaded configuration for IDT: 1 features, 70.0% accuracy [2025-10-09T00:09:43.084068] [DEBUG] [LOCAL ] Loaded configuration for HYI: 1 features, 90.0% accuracy [2025-10-09T00:09:43.084217] [DEBUG] [LOCAL ] Loaded configuration for SKE: 2 features, 80.0% accuracy [2025-10-09T00:09:43.084363] [DEBUG] [LOCAL ] Loaded configuration for MAC: 4 features, 80.0% accuracy [2025-10-09T00:09:43.084476] [DEBUG] [LOCAL ] Loaded configuration for SPG: 3 features, 60.0% accuracy [2025-10-09T00:09:43.084601] [DEBUG] [LOCAL ] Loaded configuration for ITW: 3 features, 80.0% accuracy [2025-10-09T00:09:43.084754] [DEBUG] [LOCAL ] Loaded configuration for SBS: 4 features, 70.0% accuracy [2025-10-09T00:09:43.084866] [DEBUG] [LOCAL ] Loaded configuration for SUPV: 1 features, 80.0% accuracy [2025-10-09T00:09:43.084992] [DEBUG] [LOCAL ] Loaded configuration for SNAP: 4 features, 80.0% accuracy [2025-10-09T00:09:43.085119] [DEBUG] [LOCAL ] Loaded configuration for U: 1 features, 90.0% accuracy [2025-10-09T00:09:43.085247] [DEBUG] [LOCAL ] Loaded configuration for PSF: 2 features, 70.0% accuracy [2025-10-09T00:09:43.085359] [DEBUG] [LOCAL ] Loaded configuration for SNN: 1 features, 60.0% accuracy [2025-10-09T00:09:43.085490] [DEBUG] [LOCAL ] Loaded configuration for TUYA: 3 features, 50.0% accuracy [2025-10-09T00:09:43.085635] [DEBUG] [LOCAL ] Loaded configuration for ATMU: 3 features, 70.0% accuracy [2025-10-09T00:09:43.085789] [DEBUG] [LOCAL ] Loaded configuration for GETY: 3 features, 50.0% accuracy [2025-10-09T00:09:43.085902] [DEBUG] [LOCAL ] Loaded configuration for FTI: 4 features, 90.0% accuracy [2025-10-09T00:09:43.086026] [DEBUG] [LOCAL ] Loaded configuration for DHX: 2 features, 90.0% accuracy [2025-10-09T00:09:43.086188] [DEBUG] [LOCAL ] Loaded configuration for LNG: 4 features, 70.0% accuracy [2025-10-09T00:09:43.086315] [DEBUG] [LOCAL ] Loaded configuration for WSO: 0 features, 60.0% accuracy [2025-10-09T00:09:43.086444] [DEBUG] [LOCAL ] Loaded configuration for CNS: 0 features, 70.0% accuracy [2025-10-09T00:09:43.086589] [DEBUG] [LOCAL ] Loaded configuration for SMP: 5 features, 60.0% accuracy [2025-10-09T00:09:43.086748] [DEBUG] [LOCAL ] Loaded configuration for BWG: 1 features, 60.0% accuracy [2025-10-09T00:09:43.086875] [DEBUG] [LOCAL ] Loaded configuration for LXP: 0 features, 60.0% accuracy [2025-10-09T00:09:43.086987] [DEBUG] [LOCAL ] Loaded configuration for SNX: 3 features, 90.0% accuracy [2025-10-09T00:09:43.087112] [DEBUG] [LOCAL ] Loaded configuration for ABM: 0 features, 50.0% accuracy [2025-10-09T00:09:43.087244] [DEBUG] [LOCAL ] Loaded configuration for AZZ: 3 features, 70.0% accuracy [2025-10-09T00:09:43.087380] [DEBUG] [LOCAL ] Loaded configuration for AIG: 2 features, 60.0% accuracy [2025-10-09T00:09:43.087505] [DEBUG] [LOCAL ] Loaded configuration for TEL: 1 features, 90.0% accuracy [2025-10-09T00:09:43.087632] [DEBUG] [LOCAL ] Loaded configuration for GAB: 1 features, 90.0% accuracy [2025-10-09T00:09:43.087767] [DEBUG] [LOCAL ] Loaded configuration for HIX: 1 features, 70.0% accuracy [2025-10-09T00:09:43.087891] [DEBUG] [LOCAL ] Loaded configuration for BMN: 2 features, 60.0% accuracy [2025-10-09T00:09:43.088019] [DEBUG] [LOCAL ] Loaded configuration for DINO: 2 features, 100.0% accuracy [2025-10-09T00:09:43.088146] [DEBUG] [LOCAL ] Loaded configuration for AMPX: 4 features, 80.0% accuracy [2025-10-09T00:09:43.088258] [DEBUG] [LOCAL ] Loaded configuration for CACI: 2 features, 80.0% accuracy [2025-10-09T00:09:43.088400] [DEBUG] [LOCAL ] Loaded configuration for MPA: 3 features, 80.0% accuracy [2025-10-09T00:09:43.088528] [DEBUG] [LOCAL ] Loaded configuration for GEV: 1 features, 70.0% accuracy [2025-10-09T00:09:43.088677] [DEBUG] [LOCAL ] Loaded configuration for GNW: 4 features, 80.0% accuracy [2025-10-09T00:09:43.088814] [DEBUG] [LOCAL ] Loaded configuration for GWRE: 2 features, 70.0% accuracy [2025-10-09T00:09:43.088940] [DEBUG] [LOCAL ] Loaded configuration for IHD: 2 features, 80.0% accuracy [2025-10-09T00:09:43.089103] [DEBUG] [LOCAL ] Loaded configuration for NCV: 1 features, 70.0% accuracy [2025-10-09T00:09:43.089232] [DEBUG] [LOCAL ] Loaded configuration for SGU: 4 features, 80.0% accuracy [2025-10-09T00:09:43.089389] [DEBUG] [LOCAL ] Loaded configuration for MEI: 4 features, 90.0% accuracy [2025-10-09T00:09:43.089515] [DEBUG] [LOCAL ] Loaded configuration for URI: 5 features, 40.0% accuracy [2025-10-09T00:09:43.089680] [DEBUG] [LOCAL ] Loaded configuration for SPH: 1 features, 70.0% accuracy [2025-10-09T00:09:43.089808] [DEBUG] [LOCAL ] Loaded configuration for SBH: 2 features, 80.0% accuracy [2025-10-09T00:09:43.089954] [DEBUG] [LOCAL ] Loaded configuration for FTHY: 3 features, 100.0% accuracy [2025-10-09T00:09:43.090082] [DEBUG] [LOCAL ] Loaded configuration for IH: 2 features, 80.0% accuracy [2025-10-09T00:09:43.090210] [DEBUG] [LOCAL ] Loaded configuration for CLCO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.090327] [DEBUG] [LOCAL ] Loaded configuration for COHR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.090487] [DEBUG] [LOCAL ] Loaded configuration for BBAR: 1 features, 60.0% accuracy [2025-10-09T00:09:43.090614] [DEBUG] [LOCAL ] Loaded configuration for BOND: 4 features, 50.0% accuracy [2025-10-09T00:09:43.090762] [DEBUG] [LOCAL ] Loaded configuration for MHO: 0 features, 70.0% accuracy [2025-10-09T00:09:43.090900] [DEBUG] [LOCAL ] Loaded configuration for EME: 2 features, 50.0% accuracy [2025-10-09T00:09:43.091034] [DEBUG] [LOCAL ] Loaded configuration for AMC: 3 features, 80.0% accuracy [2025-10-09T00:09:43.091161] [DEBUG] [LOCAL ] Loaded configuration for CFR: 1 features, 90.0% accuracy [2025-10-09T00:09:43.091273] [DEBUG] [LOCAL ] Loaded configuration for TDF: 1 features, 60.0% accuracy [2025-10-09T00:09:43.091415] [DEBUG] [LOCAL ] Loaded configuration for ALK: 1 features, 90.0% accuracy [2025-10-09T00:09:43.091563] [DEBUG] [LOCAL ] Loaded configuration for WY: 3 features, 60.0% accuracy [2025-10-09T00:09:43.091727] [DEBUG] [LOCAL ] Loaded configuration for KW: 2 features, 70.0% accuracy [2025-10-09T00:09:43.091841] [DEBUG] [LOCAL ] Loaded configuration for ECG: 3 features, 50.0% accuracy [2025-10-09T00:09:43.091966] [DEBUG] [LOCAL ] Loaded configuration for MMU: 2 features, 80.0% accuracy [2025-10-09T00:09:43.092092] [DEBUG] [LOCAL ] Loaded configuration for FBIN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.092219] [DEBUG] [LOCAL ] Loaded configuration for JRS: 3 features, 90.0% accuracy [2025-10-09T00:09:43.092353] [DEBUG] [LOCAL ] Loaded configuration for LOAR: 4 features, 80.0% accuracy [2025-10-09T00:09:43.092465] [DEBUG] [LOCAL ] Loaded configuration for AMG: 1 features, 90.0% accuracy [2025-10-09T00:09:43.092573] [DEBUG] [LOCAL ] Loaded configuration for SVV: 3 features, 80.0% accuracy [2025-10-09T00:09:43.092731] [DEBUG] [LOCAL ] Loaded configuration for STT: 3 features, 70.0% accuracy [2025-10-09T00:09:43.092859] [DEBUG] [LOCAL ] Loaded configuration for GOLF: 2 features, 70.0% accuracy [2025-10-09T00:09:43.093008] [DEBUG] [LOCAL ] Loaded configuration for FRO: 1 features, 60.0% accuracy [2025-10-09T00:09:43.093121] [DEBUG] [LOCAL ] Loaded configuration for GWH: 2 features, 70.0% accuracy [2025-10-09T00:09:43.093236] [DEBUG] [LOCAL ] Loaded configuration for KKR: 1 features, 70.0% accuracy [2025-10-09T00:09:43.093361] [DEBUG] [LOCAL ] Loaded configuration for IRM: 4 features, 90.0% accuracy [2025-10-09T00:09:43.093488] [DEBUG] [LOCAL ] Loaded configuration for GDDY: 3 features, 80.0% accuracy [2025-10-09T00:09:43.093615] [DEBUG] [LOCAL ] Loaded configuration for LAW: 2 features, 60.0% accuracy [2025-10-09T00:09:43.093773] [DEBUG] [LOCAL ] Loaded configuration for GENI: 2 features, 60.0% accuracy [2025-10-09T00:09:43.093908] [DEBUG] [LOCAL ] Loaded configuration for WKC: 1 features, 60.0% accuracy [2025-10-09T00:09:43.094053] [DEBUG] [LOCAL ] Loaded configuration for FMY: 2 features, 80.0% accuracy [2025-10-09T00:09:43.094199] [DEBUG] [LOCAL ] Loaded configuration for VTR: 1 features, 70.0% accuracy [2025-10-09T00:09:43.094346] [DEBUG] [LOCAL ] Loaded configuration for AS: 3 features, 60.0% accuracy [2025-10-09T00:09:43.094473] [DEBUG] [LOCAL ] Loaded configuration for JCI: 2 features, 70.0% accuracy [2025-10-09T00:09:43.094617] [DEBUG] [LOCAL ] Loaded configuration for VRTS: 2 features, 50.0% accuracy [2025-10-09T00:09:43.094770] [DEBUG] [LOCAL ] Loaded configuration for CLVT: 3 features, 80.0% accuracy [2025-10-09T00:09:43.094884] [DEBUG] [LOCAL ] Loaded configuration for SR: 3 features, 90.0% accuracy [2025-10-09T00:09:43.095010] [DEBUG] [LOCAL ] Loaded configuration for BFLY: 3 features, 60.0% accuracy [2025-10-09T00:09:43.095154] [DEBUG] [LOCAL ] Loaded configuration for KB: 3 features, 70.0% accuracy [2025-10-09T00:09:43.095268] [DEBUG] [LOCAL ] Loaded configuration for ETJ: 2 features, 60.0% accuracy [2025-10-09T00:09:43.095393] [DEBUG] [LOCAL ] Loaded configuration for ZWS: 2 features, 60.0% accuracy [2025-10-09T00:09:43.095521] [DEBUG] [LOCAL ] Loaded configuration for CAL: 3 features, 80.0% accuracy [2025-10-09T00:09:43.095668] [DEBUG] [LOCAL ] Loaded configuration for DELL: 2 features, 80.0% accuracy [2025-10-09T00:09:43.095797] [DEBUG] [LOCAL ] Loaded configuration for IAG: 3 features, 80.0% accuracy [2025-10-09T00:09:43.095925] [DEBUG] [LOCAL ] Loaded configuration for MEG: 5 features, 80.0% accuracy [2025-10-09T00:09:43.096054] [DEBUG] [LOCAL ] Loaded configuration for GRNT: 3 features, 90.0% accuracy [2025-10-09T00:09:43.096166] [DEBUG] [LOCAL ] Loaded configuration for KFS: 2 features, 60.0% accuracy [2025-10-09T00:09:43.096331] [DEBUG] [LOCAL ] Loaded configuration for MC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.096473] [DEBUG] [LOCAL ] Loaded configuration for MED: 2 features, 70.0% accuracy [2025-10-09T00:09:43.096616] [DEBUG] [LOCAL ] Loaded configuration for BUI: 0 features, 70.0% accuracy [2025-10-09T00:09:43.096788] [DEBUG] [LOCAL ] Loaded configuration for SWX: 2 features, 60.0% accuracy [2025-10-09T00:09:43.096903] [DEBUG] [LOCAL ] Loaded configuration for BXP: 3 features, 70.0% accuracy [2025-10-09T00:09:43.097027] [DEBUG] [LOCAL ] Loaded configuration for FXED: 5 features, 60.0% accuracy [2025-10-09T00:09:43.097154] [DEBUG] [LOCAL ] Loaded configuration for APLE: 2 features, 90.0% accuracy [2025-10-09T00:09:43.097280] [DEBUG] [LOCAL ] Loaded configuration for ATHS: 2 features, 60.0% accuracy [2025-10-09T00:09:43.097406] [DEBUG] [LOCAL ] Loaded configuration for ZTS: 1 features, 90.0% accuracy [2025-10-09T00:09:43.097556] [DEBUG] [LOCAL ] Loaded configuration for SNOW: 1 features, 90.0% accuracy [2025-10-09T00:09:43.097710] [DEBUG] [LOCAL ] Loaded configuration for ZTO: 1 features, 70.0% accuracy [2025-10-09T00:09:43.097836] [DEBUG] [LOCAL ] Loaded configuration for GIL: 2 features, 70.0% accuracy [2025-10-09T00:09:43.097981] [DEBUG] [LOCAL ] Loaded configuration for EQV: 0 features, 50.0% accuracy [2025-10-09T00:09:43.098128] [DEBUG] [LOCAL ] Loaded configuration for ADC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.098255] [DEBUG] [LOCAL ] Loaded configuration for CPT: 1 features, 80.0% accuracy [2025-10-09T00:09:43.098382] [DEBUG] [LOCAL ] Loaded configuration for BUD: 3 features, 100.0% accuracy [2025-10-09T00:09:43.098530] [DEBUG] [LOCAL ] Loaded configuration for AI: 1 features, 90.0% accuracy [2025-10-09T00:09:43.098686] [DEBUG] [LOCAL ] Loaded configuration for CRGY: 3 features, 80.0% accuracy [2025-10-09T00:09:43.098831] [DEBUG] [LOCAL ] Loaded configuration for BHP: 3 features, 100.0% accuracy [2025-10-09T00:09:43.098944] [DEBUG] [LOCAL ] Loaded configuration for HR: 3 features, 80.0% accuracy [2025-10-09T00:09:43.099125] [DEBUG] [LOCAL ] Loaded configuration for BTE: 3 features, 90.0% accuracy [2025-10-09T00:09:43.099240] [DEBUG] [LOCAL ] Loaded configuration for SEMR: 5 features, 90.0% accuracy [2025-10-09T00:09:43.099396] [DEBUG] [LOCAL ] Loaded configuration for GCTS: 1 features, 70.0% accuracy [2025-10-09T00:09:43.099509] [DEBUG] [LOCAL ] Loaded configuration for SII: 2 features, 100.0% accuracy [2025-10-09T00:09:43.099634] [DEBUG] [LOCAL ] Loaded configuration for FOF: 3 features, 80.0% accuracy [2025-10-09T00:09:43.099804] [DEBUG] [LOCAL ] Loaded configuration for UNP: 1 features, 80.0% accuracy [2025-10-09T00:09:43.099918] [DEBUG] [LOCAL ] Loaded configuration for TRC: 1 features, 60.0% accuracy [2025-10-09T00:09:43.100044] [DEBUG] [LOCAL ] Loaded configuration for HZO: 4 features, 90.0% accuracy [2025-10-09T00:09:43.100171] [DEBUG] [LOCAL ] Loaded configuration for IONQ: 1 features, 50.0% accuracy [2025-10-09T00:09:43.100299] [DEBUG] [LOCAL ] Loaded configuration for DSL: 2 features, 70.0% accuracy [2025-10-09T00:09:43.100426] [DEBUG] [LOCAL ] Loaded configuration for GSK: 1 features, 70.0% accuracy [2025-10-09T00:09:43.100593] [DEBUG] [LOCAL ] Loaded configuration for NIM: 1 features, 90.0% accuracy [2025-10-09T00:09:43.100750] [DEBUG] [LOCAL ] Loaded configuration for NPV: 1 features, 80.0% accuracy [2025-10-09T00:09:43.100897] [DEBUG] [LOCAL ] Loaded configuration for LW: 6 features, 90.0% accuracy [2025-10-09T00:09:43.101027] [DEBUG] [LOCAL ] Loaded configuration for VICI: 2 features, 80.0% accuracy [2025-10-09T00:09:43.101171] [DEBUG] [LOCAL ] Loaded configuration for DK: 0 features, 70.0% accuracy [2025-10-09T00:09:43.101298] [DEBUG] [LOCAL ] Loaded configuration for MITP: 1 features, 70.0% accuracy [2025-10-09T00:09:43.101443] [DEBUG] [LOCAL ] Loaded configuration for CXM: 2 features, 70.0% accuracy [2025-10-09T00:09:43.101557] [DEBUG] [LOCAL ] Loaded configuration for DDL: 2 features, 90.0% accuracy [2025-10-09T00:09:43.101699] [DEBUG] [LOCAL ] Loaded configuration for BBUC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.101826] [DEBUG] [LOCAL ] Loaded configuration for AWP: 3 features, 60.0% accuracy [2025-10-09T00:09:43.101938] [DEBUG] [LOCAL ] Loaded configuration for ESE: 1 features, 90.0% accuracy [2025-10-09T00:09:43.102063] [DEBUG] [LOCAL ] Loaded configuration for WRBY: 3 features, 90.0% accuracy [2025-10-09T00:09:43.102189] [DEBUG] [LOCAL ] Loaded configuration for FCN: 2 features, 60.0% accuracy [2025-10-09T00:09:43.102326] [DEBUG] [LOCAL ] Loaded configuration for FVR: 4 features, 70.0% accuracy [2025-10-09T00:09:43.102438] [DEBUG] [LOCAL ] Loaded configuration for GAM: 2 features, 80.0% accuracy [2025-10-09T00:09:43.102561] [DEBUG] [LOCAL ] Loaded configuration for GFL: 1 features, 80.0% accuracy [2025-10-09T00:09:43.102748] [DEBUG] [LOCAL ] Loaded configuration for CMU: 3 features, 60.0% accuracy [2025-10-09T00:09:43.102895] [DEBUG] [LOCAL ] Loaded configuration for HTGC: 3 features, 90.0% accuracy [2025-10-09T00:09:43.103042] [DEBUG] [LOCAL ] Loaded configuration for IFN: 3 features, 70.0% accuracy [2025-10-09T00:09:43.103188] [DEBUG] [LOCAL ] Loaded configuration for MYN: 2 features, 70.0% accuracy [2025-10-09T00:09:43.103319] [DEBUG] [LOCAL ] Loaded configuration for ATHM: 2 features, 90.0% accuracy [2025-10-09T00:09:43.103447] [DEBUG] [LOCAL ] Loaded configuration for BLDR: 3 features, 40.0% accuracy [2025-10-09T00:09:43.103575] [DEBUG] [LOCAL ] Loaded configuration for DECK: 3 features, 80.0% accuracy [2025-10-09T00:09:43.103732] [DEBUG] [LOCAL ] Loaded configuration for GNK: 0 features, 80.0% accuracy [2025-10-09T00:09:43.103877] [DEBUG] [LOCAL ] Loaded configuration for AWR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.103991] [DEBUG] [LOCAL ] Loaded configuration for SMFG: 3 features, 60.0% accuracy [2025-10-09T00:09:43.104117] [DEBUG] [LOCAL ] Loaded configuration for VBF: 1 features, 80.0% accuracy [2025-10-09T00:09:43.104256] [DEBUG] [LOCAL ] Loaded configuration for BGX: 2 features, 60.0% accuracy [2025-10-09T00:09:43.104368] [DEBUG] [LOCAL ] Loaded configuration for DNA: 1 features, 70.0% accuracy [2025-10-09T00:09:43.104492] [DEBUG] [LOCAL ] Loaded configuration for KMPB: 5 features, 80.0% accuracy [2025-10-09T00:09:43.104635] [DEBUG] [LOCAL ] Loaded configuration for WAT: 1 features, 80.0% accuracy [2025-10-09T00:09:43.104906] [DEBUG] [LOCAL ] Loaded configuration for TDW: 2 features, 70.0% accuracy [2025-10-09T00:09:43.105038] [DEBUG] [LOCAL ] Loaded configuration for ALSN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.105169] [DEBUG] [LOCAL ] Loaded configuration for SPGI: 3 features, 40.0% accuracy [2025-10-09T00:09:43.105300] [DEBUG] [LOCAL ] Loaded configuration for INVX: 5 features, 80.0% accuracy [2025-10-09T00:09:43.105430] [DEBUG] [LOCAL ] Loaded configuration for SCD: 4 features, 80.0% accuracy [2025-10-09T00:09:43.105560] [DEBUG] [LOCAL ] Loaded configuration for KTB: 5 features, 90.0% accuracy [2025-10-09T00:09:43.105708] [DEBUG] [LOCAL ] Loaded configuration for EOI: 3 features, 80.0% accuracy [2025-10-09T00:09:43.105859] [DEBUG] [LOCAL ] Loaded configuration for NCZ: 0 features, 70.0% accuracy [2025-10-09T00:09:43.106022] [DEBUG] [LOCAL ] Loaded configuration for LOW: 2 features, 80.0% accuracy [2025-10-09T00:09:43.106191] [DEBUG] [LOCAL ] Loaded configuration for LNN: 4 features, 80.0% accuracy [2025-10-09T00:09:43.106324] [DEBUG] [LOCAL ] Loaded configuration for DIAX: 5 features, 90.0% accuracy [2025-10-09T00:09:43.106468] [DEBUG] [LOCAL ] Loaded configuration for GF: 2 features, 60.0% accuracy [2025-10-09T00:09:43.106598] [DEBUG] [LOCAL ] Loaded configuration for GKOS: 5 features, 90.0% accuracy [2025-10-09T00:09:43.106774] [DEBUG] [LOCAL ] Loaded configuration for DOV: 7 features, 80.0% accuracy [2025-10-09T00:09:43.106901] [DEBUG] [LOCAL ] Loaded configuration for TBI: 1 features, 90.0% accuracy [2025-10-09T00:09:43.107028] [DEBUG] [LOCAL ] Loaded configuration for TRAK: 1 features, 70.0% accuracy [2025-10-09T00:09:43.107154] [DEBUG] [LOCAL ] Loaded configuration for JLL: 2 features, 80.0% accuracy [2025-10-09T00:09:43.107300] [DEBUG] [LOCAL ] Loaded configuration for MGF: 3 features, 70.0% accuracy [2025-10-09T00:09:43.107426] [DEBUG] [LOCAL ] Loaded configuration for HPQ: 2 features, 90.0% accuracy [2025-10-09T00:09:43.107538] [DEBUG] [LOCAL ] Loaded configuration for UL: 1 features, 70.0% accuracy [2025-10-09T00:09:43.107682] [DEBUG] [LOCAL ] Loaded configuration for FCF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.107809] [DEBUG] [LOCAL ] Loaded configuration for CQP: 3 features, 60.0% accuracy [2025-10-09T00:09:43.107935] [DEBUG] [LOCAL ] Loaded configuration for SOL: 1 features, 90.0% accuracy [2025-10-09T00:09:43.108080] [DEBUG] [LOCAL ] Loaded configuration for WELL: 4 features, 80.0% accuracy [2025-10-09T00:09:43.108194] [DEBUG] [LOCAL ] Loaded configuration for VVR: 4 features, 80.0% accuracy [2025-10-09T00:09:43.108340] [DEBUG] [LOCAL ] Loaded configuration for BEKE: 4 features, 80.0% accuracy [2025-10-09T00:09:43.108454] [DEBUG] [LOCAL ] Loaded configuration for AVNS: 1 features, 80.0% accuracy [2025-10-09T00:09:43.108579] [DEBUG] [LOCAL ] Loaded configuration for CVI: 4 features, 80.0% accuracy [2025-10-09T00:09:43.108737] [DEBUG] [LOCAL ] Loaded configuration for SPNT: 5 features, 70.0% accuracy [2025-10-09T00:09:43.108850] [DEBUG] [LOCAL ] Loaded configuration for CNQ: 3 features, 80.0% accuracy [2025-10-09T00:09:43.108972] [DEBUG] [LOCAL ] Loaded configuration for BSBR: 1 features, 60.0% accuracy [2025-10-09T00:09:43.109084] [DEBUG] [LOCAL ] Loaded configuration for VZ: 1 features, 80.0% accuracy [2025-10-09T00:09:43.109195] [DEBUG] [LOCAL ] Loaded configuration for AMH: 2 features, 50.0% accuracy [2025-10-09T00:09:43.109353] [DEBUG] [LOCAL ] Loaded configuration for DOCS: 3 features, 90.0% accuracy [2025-10-09T00:09:43.109488] [DEBUG] [LOCAL ] Loaded configuration for DTE: 0 features, 30.0% accuracy [2025-10-09T00:09:43.109615] [DEBUG] [LOCAL ] Loaded configuration for BAC: 2 features, 100.0% accuracy [2025-10-09T00:09:43.109764] [DEBUG] [LOCAL ] Loaded configuration for TPH: 1 features, 60.0% accuracy [2025-10-09T00:09:43.109890] [DEBUG] [LOCAL ] Loaded configuration for HEQ: 3 features, 70.0% accuracy [2025-10-09T00:09:43.110002] [DEBUG] [LOCAL ] Loaded configuration for SSB: 2 features, 80.0% accuracy [2025-10-09T00:09:43.110135] [DEBUG] [LOCAL ] Loaded configuration for MGR: 2 features, 100.0% accuracy [2025-10-09T00:09:43.110277] [DEBUG] [LOCAL ] Loaded configuration for TK: 0 features, 80.0% accuracy [2025-10-09T00:09:43.110423] [DEBUG] [LOCAL ] Loaded configuration for ISD: 3 features, 60.0% accuracy [2025-10-09T00:09:43.110550] [DEBUG] [LOCAL ] Loaded configuration for PMM: 1 features, 90.0% accuracy [2025-10-09T00:09:43.110719] [DEBUG] [LOCAL ] Loaded configuration for WEAV: 2 features, 40.0% accuracy [2025-10-09T00:09:43.110847] [DEBUG] [LOCAL ] Loaded configuration for WFG: 0 features, 50.0% accuracy [2025-10-09T00:09:43.110974] [DEBUG] [LOCAL ] Loaded configuration for FLR: 2 features, 60.0% accuracy [2025-10-09T00:09:43.111101] [DEBUG] [LOCAL ] Loaded configuration for AXTA: 1 features, 60.0% accuracy [2025-10-09T00:09:43.111214] [DEBUG] [LOCAL ] Loaded configuration for SU: 1 features, 70.0% accuracy [2025-10-09T00:09:43.111356] [DEBUG] [LOCAL ] Loaded configuration for MYI: 1 features, 70.0% accuracy [2025-10-09T00:09:43.111484] [DEBUG] [LOCAL ] Loaded configuration for LDP: 4 features, 90.0% accuracy [2025-10-09T00:09:43.111669] [DEBUG] [LOCAL ] Loaded configuration for CXE: 2 features, 80.0% accuracy [2025-10-09T00:09:43.111821] [DEBUG] [LOCAL ] Loaded configuration for DY: 2 features, 70.0% accuracy [2025-10-09T00:09:43.111947] [DEBUG] [LOCAL ] Loaded configuration for STAG: 3 features, 80.0% accuracy [2025-10-09T00:09:43.112074] [DEBUG] [LOCAL ] Loaded configuration for BLX: 4 features, 60.0% accuracy [2025-10-09T00:09:43.112220] [DEBUG] [LOCAL ] Loaded configuration for CX: 1 features, 80.0% accuracy [2025-10-09T00:09:43.112354] [DEBUG] [LOCAL ] Loaded configuration for WM: 3 features, 60.0% accuracy [2025-10-09T00:09:43.112511] [DEBUG] [LOCAL ] Loaded configuration for BYM: 3 features, 60.0% accuracy [2025-10-09T00:09:43.112625] [DEBUG] [LOCAL ] Loaded configuration for DAL: 3 features, 70.0% accuracy [2025-10-09T00:09:43.112782] [DEBUG] [LOCAL ] Loaded configuration for NMT: 1 features, 70.0% accuracy [2025-10-09T00:09:43.112927] [DEBUG] [LOCAL ] Loaded configuration for SAH: 1 features, 100.0% accuracy [2025-10-09T00:09:43.113057] [DEBUG] [LOCAL ] Loaded configuration for HYTR: 3 features, 60.0% accuracy [2025-10-09T00:09:43.113169] [DEBUG] [LOCAL ] Loaded configuration for CINT: 1 features, 100.0% accuracy [2025-10-09T00:09:43.113300] [DEBUG] [LOCAL ] Loaded configuration for BROS: 2 features, 50.0% accuracy [2025-10-09T00:09:43.113443] [DEBUG] [LOCAL ] Loaded configuration for CC: 1 features, 90.0% accuracy [2025-10-09T00:09:43.113572] [DEBUG] [LOCAL ] Loaded configuration for DEA: 2 features, 80.0% accuracy [2025-10-09T00:09:43.113742] [DEBUG] [LOCAL ] Loaded configuration for SKT: 2 features, 70.0% accuracy [2025-10-09T00:09:43.113869] [DEBUG] [LOCAL ] Loaded configuration for BOOT: 0 features, 70.0% accuracy [2025-10-09T00:09:43.113996] [DEBUG] [LOCAL ] Loaded configuration for PCM: 2 features, 60.0% accuracy [2025-10-09T00:09:43.114149] [DEBUG] [LOCAL ] Loaded configuration for CMSA: 1 features, 80.0% accuracy [2025-10-09T00:09:43.114282] [DEBUG] [LOCAL ] Loaded configuration for UTZ: 2 features, 80.0% accuracy [2025-10-09T00:09:43.114409] [DEBUG] [LOCAL ] Loaded configuration for BH: 2 features, 50.0% accuracy [2025-10-09T00:09:43.114555] [DEBUG] [LOCAL ] Loaded configuration for CBAN: 4 features, 90.0% accuracy [2025-10-09T00:09:43.114709] [DEBUG] [LOCAL ] Loaded configuration for SLB: 4 features, 80.0% accuracy [2025-10-09T00:09:43.114843] [DEBUG] [LOCAL ] Loaded configuration for VGM: 0 features, 60.0% accuracy [2025-10-09T00:09:43.114971] [DEBUG] [LOCAL ] Loaded configuration for SPXC: 2 features, 90.0% accuracy [2025-10-09T00:09:43.115099] [DEBUG] [LOCAL ] Loaded configuration for HSBC: 2 features, 90.0% accuracy [2025-10-09T00:09:43.115212] [DEBUG] [LOCAL ] Loaded configuration for TRTX: 2 features, 70.0% accuracy [2025-10-09T00:09:43.115322] [DEBUG] [LOCAL ] Loaded configuration for SHG: 5 features, 80.0% accuracy [2025-10-09T00:09:43.115465] [DEBUG] [LOCAL ] Loaded configuration for FOR: 1 features, 70.0% accuracy [2025-10-09T00:09:43.115594] [DEBUG] [LOCAL ] Loaded configuration for SLF: 1 features, 70.0% accuracy [2025-10-09T00:09:43.115753] [DEBUG] [LOCAL ] Loaded configuration for KRC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.115881] [DEBUG] [LOCAL ] Loaded configuration for SKY: 2 features, 80.0% accuracy [2025-10-09T00:09:43.116049] [DEBUG] [LOCAL ] Loaded configuration for BDJ: 1 features, 80.0% accuracy [2025-10-09T00:09:43.116197] [DEBUG] [LOCAL ] Loaded configuration for UA: 1 features, 60.0% accuracy [2025-10-09T00:09:43.116326] [DEBUG] [LOCAL ] Loaded configuration for EQR: 5 features, 90.0% accuracy [2025-10-09T00:09:43.116439] [DEBUG] [LOCAL ] Loaded configuration for MAS: 0 features, 80.0% accuracy [2025-10-09T00:09:43.116550] [DEBUG] [LOCAL ] Loaded configuration for SITC: 0 features, 70.0% accuracy [2025-10-09T00:09:43.116701] [DEBUG] [LOCAL ] Loaded configuration for CUBE: 2 features, 80.0% accuracy [2025-10-09T00:09:43.116814] [DEBUG] [LOCAL ] Loaded configuration for DMA: 1 features, 60.0% accuracy [2025-10-09T00:09:43.116963] [DEBUG] [LOCAL ] Loaded configuration for EW: 3 features, 70.0% accuracy [2025-10-09T00:09:43.117091] [DEBUG] [LOCAL ] Loaded configuration for WLKP: 4 features, 50.0% accuracy [2025-10-09T00:09:43.117204] [DEBUG] [LOCAL ] Loaded configuration for SSL: 1 features, 50.0% accuracy [2025-10-09T00:09:43.117337] [DEBUG] [LOCAL ] Loaded configuration for SXT: 4 features, 70.0% accuracy [2025-10-09T00:09:43.117472] [DEBUG] [LOCAL ] Loaded configuration for IBP: 3 features, 80.0% accuracy [2025-10-09T00:09:43.117599] [DEBUG] [LOCAL ] Loaded configuration for UGP: 2 features, 80.0% accuracy [2025-10-09T00:09:43.117772] [DEBUG] [LOCAL ] Loaded configuration for FUL: 4 features, 70.0% accuracy [2025-10-09T00:09:43.117919] [DEBUG] [LOCAL ] Loaded configuration for YSG: 1 features, 80.0% accuracy [2025-10-09T00:09:43.118088] [DEBUG] [LOCAL ] Loaded configuration for DLY: 3 features, 70.0% accuracy [2025-10-09T00:09:43.118217] [DEBUG] [LOCAL ] Loaded configuration for CSAN: 1 features, 70.0% accuracy [2025-10-09T00:09:43.118352] [DEBUG] [LOCAL ] Loaded configuration for VFC: 1 features, 70.0% accuracy [2025-10-09T00:09:43.118480] [DEBUG] [LOCAL ] Loaded configuration for CDP: 7 features, 90.0% accuracy [2025-10-09T00:09:43.118615] [DEBUG] [LOCAL ] Loaded configuration for AIT: 0 features, 50.0% accuracy [2025-10-09T00:09:43.118765] [DEBUG] [LOCAL ] Loaded configuration for TKC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.118894] [DEBUG] [LOCAL ] Loaded configuration for SPIR: 5 features, 90.0% accuracy [2025-10-09T00:09:43.119038] [DEBUG] [LOCAL ] Loaded configuration for BMA: 1 features, 80.0% accuracy [2025-10-09T00:09:43.119166] [DEBUG] [LOCAL ] Loaded configuration for SLGN: 3 features, 70.0% accuracy [2025-10-09T00:09:43.119327] [DEBUG] [LOCAL ] Loaded configuration for MPV: 3 features, 70.0% accuracy [2025-10-09T00:09:43.119440] [DEBUG] [LOCAL ] Loaded configuration for BKD: 1 features, 70.0% accuracy [2025-10-09T00:09:43.119568] [DEBUG] [LOCAL ] Loaded configuration for PAM: 2 features, 90.0% accuracy [2025-10-09T00:09:43.119727] [DEBUG] [LOCAL ] Loaded configuration for SRG: 3 features, 60.0% accuracy [2025-10-09T00:09:43.119874] [DEBUG] [LOCAL ] Loaded configuration for MNSO: 3 features, 90.0% accuracy [2025-10-09T00:09:43.119997] [DEBUG] [LOCAL ] Loaded configuration for DOCN: 5 features, 90.0% accuracy [2025-10-09T00:09:43.120142] [DEBUG] [LOCAL ] Loaded configuration for CNA: 2 features, 80.0% accuracy [2025-10-09T00:09:43.120262] [DEBUG] [LOCAL ] Loaded configuration for UI: 2 features, 70.0% accuracy [2025-10-09T00:09:43.120387] [DEBUG] [LOCAL ] Loaded configuration for GIC: 1 features, 50.0% accuracy [2025-10-09T00:09:43.120569] [DEBUG] [LOCAL ] Loaded configuration for GLW: 1 features, 70.0% accuracy [2025-10-09T00:09:43.120763] [DEBUG] [LOCAL ] Loaded configuration for VMC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.120897] [DEBUG] [LOCAL ] Loaded configuration for FTK: 1 features, 80.0% accuracy [2025-10-09T00:09:43.121028] [DEBUG] [LOCAL ] Loaded configuration for CPNG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.121174] [DEBUG] [LOCAL ] Loaded configuration for WINN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.121345] [DEBUG] [LOCAL ] Loaded configuration for CMG: 1 features, 60.0% accuracy [2025-10-09T00:09:43.121459] [DEBUG] [LOCAL ] Loaded configuration for EEX: 2 features, 70.0% accuracy [2025-10-09T00:09:43.121587] [DEBUG] [LOCAL ] Loaded configuration for ECAT: 3 features, 90.0% accuracy [2025-10-09T00:09:43.121763] [DEBUG] [LOCAL ] Loaded configuration for CDLR: 1 features, 90.0% accuracy [2025-10-09T00:09:43.121878] [DEBUG] [LOCAL ] Loaded configuration for GOOS: 1 features, 80.0% accuracy [2025-10-09T00:09:43.122021] [DEBUG] [LOCAL ] Loaded configuration for WTS: 2 features, 100.0% accuracy [2025-10-09T00:09:43.122150] [DEBUG] [LOCAL ] Loaded configuration for TEN: 1 features, 100.0% accuracy [2025-10-09T00:09:43.122279] [DEBUG] [LOCAL ] Loaded configuration for JRI: 2 features, 60.0% accuracy [2025-10-09T00:09:43.122392] [DEBUG] [LOCAL ] Loaded configuration for ALIT: 2 features, 70.0% accuracy [2025-10-09T00:09:43.122503] [DEBUG] [LOCAL ] Loaded configuration for KOP: 4 features, 80.0% accuracy [2025-10-09T00:09:43.122636] [DEBUG] [LOCAL ] Loaded configuration for JBGS: 4 features, 60.0% accuracy [2025-10-09T00:09:43.122830] [DEBUG] [LOCAL ] Loaded configuration for ASIX: 1 features, 80.0% accuracy [2025-10-09T00:09:43.122977] [DEBUG] [LOCAL ] Loaded configuration for DE: 1 features, 80.0% accuracy [2025-10-09T00:09:43.123126] [DEBUG] [LOCAL ] Loaded configuration for FGN: 5 features, 80.0% accuracy [2025-10-09T00:09:43.123256] [DEBUG] [LOCAL ] Loaded configuration for TPL: 1 features, 80.0% accuracy [2025-10-09T00:09:43.123384] [DEBUG] [LOCAL ] Loaded configuration for PIM: 2 features, 80.0% accuracy [2025-10-09T00:09:43.123513] [DEBUG] [LOCAL ] Loaded configuration for GBCI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.123660] [DEBUG] [LOCAL ] Loaded configuration for FSM: 1 features, 80.0% accuracy [2025-10-09T00:09:43.123791] [DEBUG] [LOCAL ] Loaded configuration for GPRK: 1 features, 100.0% accuracy [2025-10-09T00:09:43.123904] [DEBUG] [LOCAL ] Loaded configuration for UNM: 0 features, 70.0% accuracy [2025-10-09T00:09:43.124033] [DEBUG] [LOCAL ] Loaded configuration for LDOS: 5 features, 90.0% accuracy [2025-10-09T00:09:43.124181] [DEBUG] [LOCAL ] Loaded configuration for BK: 3 features, 90.0% accuracy [2025-10-09T00:09:43.124309] [DEBUG] [LOCAL ] Loaded configuration for STZ: 3 features, 90.0% accuracy [2025-10-09T00:09:43.124456] [DEBUG] [LOCAL ] Loaded configuration for LTC: 2 features, 60.0% accuracy [2025-10-09T00:09:43.124570] [DEBUG] [LOCAL ] Loaded configuration for PAI: 1 features, 70.0% accuracy [2025-10-09T00:09:43.124743] [DEBUG] [LOCAL ] Loaded configuration for TJX: 2 features, 80.0% accuracy [2025-10-09T00:09:43.124873] [DEBUG] [LOCAL ] Loaded configuration for ETR: 3 features, 70.0% accuracy [2025-10-09T00:09:43.124986] [DEBUG] [LOCAL ] Loaded configuration for HKD: 3 features, 50.0% accuracy [2025-10-09T00:09:43.125112] [DEBUG] [LOCAL ] Loaded configuration for AMTM: 4 features, 90.0% accuracy [2025-10-09T00:09:43.125247] [DEBUG] [LOCAL ] Loaded configuration for GBTG: 1 features, 60.0% accuracy [2025-10-09T00:09:43.125375] [DEBUG] [LOCAL ] Loaded configuration for HBI: 2 features, 60.0% accuracy [2025-10-09T00:09:43.125503] [DEBUG] [LOCAL ] Loaded configuration for STWD: 1 features, 70.0% accuracy [2025-10-09T00:09:43.125676] [DEBUG] [LOCAL ] Loaded configuration for UP: 1 features, 80.0% accuracy [2025-10-09T00:09:43.125805] [DEBUG] [LOCAL ] Loaded configuration for APH: 2 features, 70.0% accuracy [2025-10-09T00:09:43.125918] [DEBUG] [LOCAL ] Loaded configuration for CNNE: 4 features, 80.0% accuracy [2025-10-09T00:09:43.126045] [DEBUG] [LOCAL ] Loaded configuration for CMCM: 1 features, 70.0% accuracy [2025-10-09T00:09:43.126189] [DEBUG] [LOCAL ] Loaded configuration for PGZ: 3 features, 80.0% accuracy [2025-10-09T00:09:43.126337] [DEBUG] [LOCAL ] Loaded configuration for HRI: 2 features, 30.0% accuracy [2025-10-09T00:09:43.126485] [DEBUG] [LOCAL ] Loaded configuration for YUM: 1 features, 90.0% accuracy [2025-10-09T00:09:43.126615] [DEBUG] [LOCAL ] Loaded configuration for BRCC: 3 features, 90.0% accuracy [2025-10-09T00:09:43.126763] [DEBUG] [LOCAL ] Loaded configuration for ARW: 4 features, 90.0% accuracy [2025-10-09T00:09:43.126929] [DEBUG] [LOCAL ] Loaded configuration for ABBV: 2 features, 80.0% accuracy [2025-10-09T00:09:43.127060] [DEBUG] [LOCAL ] Loaded configuration for VNO: 3 features, 100.0% accuracy [2025-10-09T00:09:43.127188] [DEBUG] [LOCAL ] Loaded configuration for JFR: 0 features, 50.0% accuracy [2025-10-09T00:09:43.127317] [DEBUG] [LOCAL ] Loaded configuration for AGX: 4 features, 80.0% accuracy [2025-10-09T00:09:43.127446] [DEBUG] [LOCAL ] Loaded configuration for SUN: 3 features, 70.0% accuracy [2025-10-09T00:09:43.127575] [DEBUG] [LOCAL ] Loaded configuration for GIB: 5 features, 80.0% accuracy [2025-10-09T00:09:43.127743] [DEBUG] [LOCAL ] Loaded configuration for DUK: 2 features, 100.0% accuracy [2025-10-09T00:09:43.127857] [DEBUG] [LOCAL ] Loaded configuration for HLX: 5 features, 90.0% accuracy [2025-10-09T00:09:43.127984] [DEBUG] [LOCAL ] Loaded configuration for ITGR: 3 features, 80.0% accuracy [2025-10-09T00:09:43.128130] [DEBUG] [LOCAL ] Loaded configuration for ASX: 1 features, 80.0% accuracy [2025-10-09T00:09:43.128264] [DEBUG] [LOCAL ] Loaded configuration for EXR: 1 features, 50.0% accuracy [2025-10-09T00:09:43.128394] [DEBUG] [LOCAL ] Loaded configuration for EVG: 1 features, 70.0% accuracy [2025-10-09T00:09:43.128522] [DEBUG] [LOCAL ] Loaded configuration for MHF: 3 features, 80.0% accuracy [2025-10-09T00:09:43.128635] [DEBUG] [LOCAL ] Loaded configuration for DDT: 0 features, 70.0% accuracy [2025-10-09T00:09:43.128795] [DEBUG] [LOCAL ] Loaded configuration for ST: 1 features, 50.0% accuracy [2025-10-09T00:09:43.128923] [DEBUG] [LOCAL ] Loaded configuration for ENIC: 1 features, 90.0% accuracy [2025-10-09T00:09:43.129070] [DEBUG] [LOCAL ] Loaded configuration for MMI: 0 features, 50.0% accuracy [2025-10-09T00:09:43.129198] [DEBUG] [LOCAL ] Loaded configuration for TDC: 3 features, 90.0% accuracy [2025-10-09T00:09:43.129368] [DEBUG] [LOCAL ] Loaded configuration for RIV: 2 features, 80.0% accuracy [2025-10-09T00:09:43.129497] [DEBUG] [LOCAL ] Loaded configuration for GOF: 4 features, 90.0% accuracy [2025-10-09T00:09:43.129627] [DEBUG] [LOCAL ] Loaded configuration for ETV: 5 features, 80.0% accuracy [2025-10-09T00:09:43.129800] [DEBUG] [LOCAL ] Loaded configuration for UE: 2 features, 80.0% accuracy [2025-10-09T00:09:43.129930] [DEBUG] [LOCAL ] Loaded configuration for APAM: 3 features, 70.0% accuracy [2025-10-09T00:09:43.130057] [DEBUG] [LOCAL ] Loaded configuration for AVA: 0 features, 80.0% accuracy [2025-10-09T00:09:43.130171] [DEBUG] [LOCAL ] Loaded configuration for DFIN: 2 features, 60.0% accuracy [2025-10-09T00:09:43.130321] [DEBUG] [LOCAL ] Loaded configuration for HMN: 0 features, 80.0% accuracy [2025-10-09T00:09:43.130425] [DEBUG] [LOCAL ] Loaded configuration for ADX: 1 features, 70.0% accuracy [2025-10-09T00:09:43.130518] [DEBUG] [LOCAL ] Loaded configuration for GUT: 1 features, 60.0% accuracy [2025-10-09T00:09:43.130635] [DEBUG] [LOCAL ] Loaded configuration for WTRG: 0 features, 70.0% accuracy [2025-10-09T00:09:43.130789] [DEBUG] [LOCAL ] Loaded configuration for CCRD: 1 features, 70.0% accuracy [2025-10-09T00:09:43.130916] [DEBUG] [LOCAL ] Loaded configuration for CRL: 1 features, 70.0% accuracy [2025-10-09T00:09:43.131043] [DEBUG] [LOCAL ] Loaded configuration for JPM: 4 features, 90.0% accuracy [2025-10-09T00:09:43.131171] [DEBUG] [LOCAL ] Loaded configuration for BTO: 1 features, 70.0% accuracy [2025-10-09T00:09:43.131299] [DEBUG] [LOCAL ] Loaded configuration for GROV: 1 features, 60.0% accuracy [2025-10-09T00:09:43.131427] [DEBUG] [LOCAL ] Loaded configuration for XPRO: 3 features, 70.0% accuracy [2025-10-09T00:09:43.131573] [DEBUG] [LOCAL ] Loaded configuration for ZK: 2 features, 90.0% accuracy [2025-10-09T00:09:43.131718] [DEBUG] [LOCAL ] Loaded configuration for ATO: 1 features, 70.0% accuracy [2025-10-09T00:09:43.131831] [DEBUG] [LOCAL ] Loaded configuration for UAN: 1 features, 70.0% accuracy [2025-10-09T00:09:43.131959] [DEBUG] [LOCAL ] Loaded configuration for CGAU: 1 features, 90.0% accuracy [2025-10-09T00:09:43.132124] [DEBUG] [LOCAL ] Loaded configuration for MOH: 1 features, 90.0% accuracy [2025-10-09T00:09:43.132264] [DEBUG] [LOCAL ] Loaded configuration for FC: 1 features, 90.0% accuracy [2025-10-09T00:09:43.132415] [DEBUG] [LOCAL ] Loaded configuration for TAK: 2 features, 70.0% accuracy [2025-10-09T00:09:43.132561] [DEBUG] [LOCAL ] Loaded configuration for TD: 1 features, 80.0% accuracy [2025-10-09T00:09:43.132722] [DEBUG] [LOCAL ] Loaded configuration for AGL: 3 features, 70.0% accuracy [2025-10-09T00:09:43.132868] [DEBUG] [LOCAL ] Loaded configuration for KRG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.132998] [DEBUG] [LOCAL ] Loaded configuration for EOT: 1 features, 50.0% accuracy [2025-10-09T00:09:43.133125] [DEBUG] [LOCAL ] Loaded configuration for KNTK: 1 features, 80.0% accuracy [2025-10-09T00:09:43.133274] [DEBUG] [LOCAL ] Loaded configuration for IR: 0 features, 60.0% accuracy [2025-10-09T00:09:43.133409] [DEBUG] [LOCAL ] Loaded configuration for EVR: 2 features, 60.0% accuracy [2025-10-09T00:09:43.133556] [DEBUG] [LOCAL ] Loaded configuration for TFPM: 3 features, 90.0% accuracy [2025-10-09T00:09:43.133737] [DEBUG] [LOCAL ] Loaded configuration for EAT: 3 features, 80.0% accuracy [2025-10-09T00:09:43.133866] [DEBUG] [LOCAL ] Loaded configuration for V: 2 features, 80.0% accuracy [2025-10-09T00:09:43.133993] [DEBUG] [LOCAL ] Loaded configuration for CIMN: 2 features, 90.0% accuracy [2025-10-09T00:09:43.134122] [DEBUG] [LOCAL ] Loaded configuration for G: 2 features, 80.0% accuracy [2025-10-09T00:09:43.134256] [DEBUG] [LOCAL ] Loaded configuration for FTWO: 4 features, 100.0% accuracy [2025-10-09T00:09:43.134402] [DEBUG] [LOCAL ] Loaded configuration for SPMC: 1 features, 70.0% accuracy [2025-10-09T00:09:43.134518] [DEBUG] [LOCAL ] Loaded configuration for AUB: 3 features, 70.0% accuracy [2025-10-09T00:09:43.134634] [DEBUG] [LOCAL ] Loaded configuration for BST: 2 features, 70.0% accuracy [2025-10-09T00:09:43.134790] [DEBUG] [LOCAL ] Loaded configuration for BWA: 2 features, 90.0% accuracy [2025-10-09T00:09:43.134919] [DEBUG] [LOCAL ] Loaded configuration for ING: 0 features, 80.0% accuracy [2025-10-09T00:09:43.135054] [DEBUG] [LOCAL ] Loaded configuration for APD: 2 features, 70.0% accuracy [2025-10-09T00:09:43.135184] [DEBUG] [LOCAL ] Loaded configuration for VCV: 2 features, 60.0% accuracy [2025-10-09T00:09:43.135331] [DEBUG] [LOCAL ] Loaded configuration for HOV: 2 features, 60.0% accuracy [2025-10-09T00:09:43.135477] [DEBUG] [LOCAL ] Loaded configuration for CAG: 2 features, 80.0% accuracy [2025-10-09T00:09:43.135615] [DEBUG] [LOCAL ] Loaded configuration for DLX: 3 features, 80.0% accuracy [2025-10-09T00:09:43.135779] [DEBUG] [LOCAL ] Loaded configuration for CNF: 1 features, 80.0% accuracy [2025-10-09T00:09:43.135926] [DEBUG] [LOCAL ] Loaded configuration for AU: 1 features, 80.0% accuracy [2025-10-09T00:09:43.136057] [DEBUG] [LOCAL ] Loaded configuration for USPH: 4 features, 80.0% accuracy [2025-10-09T00:09:43.136203] [DEBUG] [LOCAL ] Loaded configuration for ESRT: 2 features, 80.0% accuracy [2025-10-09T00:09:43.136354] [DEBUG] [LOCAL ] Loaded configuration for FBRT: 1 features, 80.0% accuracy [2025-10-09T00:09:43.136469] [DEBUG] [LOCAL ] Loaded configuration for PFO: 4 features, 90.0% accuracy [2025-10-09T00:09:43.136596] [DEBUG] [LOCAL ] Loaded configuration for TFIN: 0 features, 70.0% accuracy [2025-10-09T00:09:43.136753] [DEBUG] [LOCAL ] Loaded configuration for CALX: 3 features, 70.0% accuracy [2025-10-09T00:09:43.136884] [DEBUG] [LOCAL ] Loaded configuration for ERO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.137012] [DEBUG] [LOCAL ] Loaded configuration for NFJ: 2 features, 80.0% accuracy [2025-10-09T00:09:43.137158] [DEBUG] [LOCAL ] Loaded configuration for AFGD: 3 features, 70.0% accuracy [2025-10-09T00:09:43.137312] [DEBUG] [LOCAL ] Loaded configuration for AIR: 4 features, 90.0% accuracy [2025-10-09T00:09:43.137427] [DEBUG] [LOCAL ] Loaded configuration for FI: 3 features, 80.0% accuracy [2025-10-09T00:09:43.137553] [DEBUG] [LOCAL ] Loaded configuration for GDO: 1 features, 50.0% accuracy [2025-10-09T00:09:43.137713] [DEBUG] [LOCAL ] Loaded configuration for UNF: 1 features, 70.0% accuracy [2025-10-09T00:09:43.137829] [DEBUG] [LOCAL ] Loaded configuration for MKL: 5 features, 90.0% accuracy [2025-10-09T00:09:43.137956] [DEBUG] [LOCAL ] Loaded configuration for BNY: 2 features, 60.0% accuracy [2025-10-09T00:09:43.138101] [DEBUG] [LOCAL ] Loaded configuration for GCO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.138230] [DEBUG] [LOCAL ] Loaded configuration for FLC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.138359] [DEBUG] [LOCAL ] Loaded configuration for SRI: 2 features, 80.0% accuracy [2025-10-09T00:09:43.138472] [DEBUG] [LOCAL ] Loaded configuration for FNV: 2 features, 70.0% accuracy [2025-10-09T00:09:43.138584] [DEBUG] [LOCAL ] Loaded configuration for BCAT: 3 features, 80.0% accuracy [2025-10-09T00:09:43.138761] [DEBUG] [LOCAL ] Loaded configuration for FG: 0 features, 80.0% accuracy [2025-10-09T00:09:43.138892] [DEBUG] [LOCAL ] Loaded configuration for GXO: 1 features, 50.0% accuracy [2025-10-09T00:09:43.139019] [DEBUG] [LOCAL ] Loaded configuration for COUR: 2 features, 70.0% accuracy [2025-10-09T00:09:43.139148] [DEBUG] [LOCAL ] Loaded configuration for AGM: 3 features, 90.0% accuracy [2025-10-09T00:09:43.139283] [DEBUG] [LOCAL ] Loaded configuration for GRND: 3 features, 60.0% accuracy [2025-10-09T00:09:43.139414] [DEBUG] [LOCAL ] Loaded configuration for BBY: 1 features, 60.0% accuracy [2025-10-09T00:09:43.139543] [DEBUG] [LOCAL ] Loaded configuration for BIPJ: 1 features, 90.0% accuracy [2025-10-09T00:09:43.139691] [DEBUG] [LOCAL ] Loaded configuration for GFF: 1 features, 80.0% accuracy [2025-10-09T00:09:43.139820] [DEBUG] [LOCAL ] Loaded configuration for BURL: 3 features, 50.0% accuracy [2025-10-09T00:09:43.139948] [DEBUG] [LOCAL ] Loaded configuration for AVB: 4 features, 80.0% accuracy [2025-10-09T00:09:43.140076] [DEBUG] [LOCAL ] Loaded configuration for HLLY: 1 features, 60.0% accuracy [2025-10-09T00:09:43.140223] [DEBUG] [LOCAL ] Loaded configuration for PML: 3 features, 80.0% accuracy [2025-10-09T00:09:43.140387] [DEBUG] [LOCAL ] Loaded configuration for MFC: 2 features, 70.0% accuracy [2025-10-09T00:09:43.140536] [DEBUG] [LOCAL ] Loaded configuration for VST: 5 features, 100.0% accuracy [2025-10-09T00:09:43.140688] [DEBUG] [LOCAL ] Loaded configuration for AMTB: 3 features, 80.0% accuracy [2025-10-09T00:09:43.140802] [DEBUG] [LOCAL ] Loaded configuration for HY: 3 features, 100.0% accuracy [2025-10-09T00:09:43.140935] [DEBUG] [LOCAL ] Loaded configuration for IIPR: 3 features, 70.0% accuracy [2025-10-09T00:09:43.141081] [DEBUG] [LOCAL ] Loaded configuration for IRT: 1 features, 70.0% accuracy [2025-10-09T00:09:43.141213] [DEBUG] [LOCAL ] Loaded configuration for ANRO: 0 features, 90.0% accuracy [2025-10-09T00:09:43.141344] [DEBUG] [LOCAL ] Loaded configuration for TY: 6 features, 90.0% accuracy [2025-10-09T00:09:43.141470] [DEBUG] [LOCAL ] Loaded configuration for E: 3 features, 90.0% accuracy [2025-10-09T00:09:43.141618] [DEBUG] [LOCAL ] Loaded configuration for CRBG: 2 features, 80.0% accuracy [2025-10-09T00:09:43.141775] [DEBUG] [LOCAL ] Loaded configuration for AMRC: 2 features, 100.0% accuracy [2025-10-09T00:09:43.141906] [DEBUG] [LOCAL ] Loaded configuration for BAK: 3 features, 70.0% accuracy [2025-10-09T00:09:43.142036] [DEBUG] [LOCAL ] Loaded configuration for EOS: 5 features, 60.0% accuracy [2025-10-09T00:09:43.142186] [DEBUG] [LOCAL ] Loaded configuration for CRC: 3 features, 70.0% accuracy [2025-10-09T00:09:43.142335] [DEBUG] [LOCAL ] Loaded configuration for CW: 2 features, 90.0% accuracy [2025-10-09T00:09:43.142466] [DEBUG] [LOCAL ] Loaded configuration for AMWL: 0 features, 80.0% accuracy [2025-10-09T00:09:43.142610] [DEBUG] [LOCAL ] Loaded configuration for NAZ: 2 features, 80.0% accuracy [2025-10-09T00:09:43.142759] [DEBUG] [LOCAL ] Loaded configuration for EFR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.142884] [DEBUG] [LOCAL ] Loaded configuration for FINS: 3 features, 80.0% accuracy [2025-10-09T00:09:43.143012] [DEBUG] [LOCAL ] Loaded configuration for MFSI: 4 features, 70.0% accuracy [2025-10-09T00:09:43.143157] [DEBUG] [LOCAL ] Loaded configuration for MSD: 3 features, 80.0% accuracy [2025-10-09T00:09:43.143285] [DEBUG] [LOCAL ] Loaded configuration for FCPT: 1 features, 80.0% accuracy [2025-10-09T00:09:43.143397] [DEBUG] [LOCAL ] Loaded configuration for BIPC: 1 features, 60.0% accuracy [2025-10-09T00:09:43.143521] [DEBUG] [LOCAL ] Loaded configuration for UNH: 2 features, 70.0% accuracy [2025-10-09T00:09:43.143672] [DEBUG] [LOCAL ] Loaded configuration for VLN: 3 features, 80.0% accuracy [2025-10-09T00:09:43.143801] [DEBUG] [LOCAL ] Loaded configuration for AFG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.143927] [DEBUG] [LOCAL ] Loaded configuration for TGT: 4 features, 70.0% accuracy [2025-10-09T00:09:43.144040] [DEBUG] [LOCAL ] Loaded configuration for BSTZ: 4 features, 100.0% accuracy [2025-10-09T00:09:43.144182] [DEBUG] [LOCAL ] Loaded configuration for EMR: 4 features, 90.0% accuracy [2025-10-09T00:09:43.144295] [DEBUG] [LOCAL ] Loaded configuration for TYL: 1 features, 60.0% accuracy [2025-10-09T00:09:43.144418] [DEBUG] [LOCAL ] Loaded configuration for INGM: 3 features, 90.0% accuracy [2025-10-09T00:09:43.144530] [DEBUG] [LOCAL ] Loaded configuration for ACHR: 3 features, 80.0% accuracy [2025-10-09T00:09:43.144688] [DEBUG] [LOCAL ] Loaded configuration for TBB: 1 features, 70.0% accuracy [2025-10-09T00:09:43.144835] [DEBUG] [LOCAL ] Loaded configuration for ADCT: 3 features, 60.0% accuracy [2025-10-09T00:09:43.144962] [DEBUG] [LOCAL ] Loaded configuration for BANC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.145107] [DEBUG] [LOCAL ] Loaded configuration for CADE: 2 features, 100.0% accuracy [2025-10-09T00:09:43.145221] [DEBUG] [LOCAL ] Loaded configuration for APO: 5 features, 60.0% accuracy [2025-10-09T00:09:43.145346] [DEBUG] [LOCAL ] Loaded configuration for HAE: 1 features, 60.0% accuracy [2025-10-09T00:09:43.145472] [DEBUG] [LOCAL ] Loaded configuration for SAN: 4 features, 80.0% accuracy [2025-10-09T00:09:43.145599] [DEBUG] [LOCAL ] Loaded configuration for SAFE: 4 features, 80.0% accuracy [2025-10-09T00:09:43.145742] [DEBUG] [LOCAL ] Loaded configuration for FPF: 3 features, 80.0% accuracy [2025-10-09T00:09:43.145882] [DEBUG] [LOCAL ] Loaded configuration for LUMN: 4 features, 90.0% accuracy [2025-10-09T00:09:43.146049] [DEBUG] [LOCAL ] Loaded configuration for STXK: 1 features, 80.0% accuracy [2025-10-09T00:09:43.146195] [DEBUG] [LOCAL ] Loaded configuration for TGS: 2 features, 80.0% accuracy [2025-10-09T00:09:43.146322] [DEBUG] [LOCAL ] Loaded configuration for DV: 0 features, 50.0% accuracy [2025-10-09T00:09:43.146434] [DEBUG] [LOCAL ] Loaded configuration for APG: 1 features, 90.0% accuracy [2025-10-09T00:09:43.146561] [DEBUG] [LOCAL ] Loaded configuration for VIV: 1 features, 100.0% accuracy [2025-10-09T00:09:43.146719] [DEBUG] [LOCAL ] Loaded configuration for SNDR: 0 features, 40.0% accuracy [2025-10-09T00:09:43.146847] [DEBUG] [LOCAL ] Loaded configuration for AAT: 4 features, 80.0% accuracy [2025-10-09T00:09:43.146975] [DEBUG] [LOCAL ] Loaded configuration for THW: 3 features, 80.0% accuracy [2025-10-09T00:09:43.147102] [DEBUG] [LOCAL ] Loaded configuration for USB: 5 features, 90.0% accuracy [2025-10-09T00:09:43.147229] [DEBUG] [LOCAL ] Loaded configuration for AYI: 5 features, 80.0% accuracy [2025-10-09T00:09:43.147375] [DEBUG] [LOCAL ] Loaded configuration for CLH: 3 features, 80.0% accuracy [2025-10-09T00:09:43.147501] [DEBUG] [LOCAL ] Loaded configuration for CBT: 2 features, 60.0% accuracy [2025-10-09T00:09:43.147628] [DEBUG] [LOCAL ] Loaded configuration for JELD: 2 features, 90.0% accuracy [2025-10-09T00:09:43.147783] [DEBUG] [LOCAL ] Loaded configuration for VNT: 7 features, 90.0% accuracy [2025-10-09T00:09:43.147910] [DEBUG] [LOCAL ] Loaded configuration for AMCR: 2 features, 90.0% accuracy [2025-10-09T00:09:43.148037] [DEBUG] [LOCAL ] Loaded configuration for EG: 1 features, 70.0% accuracy [2025-10-09T00:09:43.148172] [DEBUG] [LOCAL ] Loaded configuration for LUV: 4 features, 70.0% accuracy [2025-10-09T00:09:43.148298] [DEBUG] [LOCAL ] Loaded configuration for EFXT: 3 features, 80.0% accuracy [2025-10-09T00:09:43.148425] [DEBUG] [LOCAL ] Loaded configuration for ES: 4 features, 90.0% accuracy [2025-10-09T00:09:43.148557] [DEBUG] [LOCAL ] Loaded configuration for GFR: 0 features, 70.0% accuracy [2025-10-09T00:09:43.148710] [DEBUG] [LOCAL ] Loaded configuration for EDD: 4 features, 70.0% accuracy [2025-10-09T00:09:43.148823] [DEBUG] [LOCAL ] Loaded configuration for CVNA: 3 features, 80.0% accuracy [2025-10-09T00:09:43.148946] [DEBUG] [LOCAL ] Loaded configuration for DHI: 2 features, 70.0% accuracy [2025-10-09T00:09:43.149059] [DEBUG] [LOCAL ] Loaded configuration for BNT: 2 features, 60.0% accuracy [2025-10-09T00:09:43.149183] [DEBUG] [LOCAL ] Loaded configuration for JQC: 0 features, 60.0% accuracy [2025-10-09T00:09:43.149370] [DEBUG] [LOCAL ] Loaded configuration for TIXT: 2 features, 80.0% accuracy [2025-10-09T00:09:43.149498] [DEBUG] [LOCAL ] Loaded configuration for SKLZ: 1 features, 60.0% accuracy [2025-10-09T00:09:43.149625] [DEBUG] [LOCAL ] Loaded configuration for WMS: 2 features, 70.0% accuracy [2025-10-09T00:09:43.149776] [DEBUG] [LOCAL ] Loaded configuration for BLND: 3 features, 80.0% accuracy [2025-10-09T00:09:43.149903] [DEBUG] [LOCAL ] Loaded configuration for WF: 4 features, 90.0% accuracy [2025-10-09T00:09:43.150016] [DEBUG] [LOCAL ] Loaded configuration for NVG: 4 features, 80.0% accuracy [2025-10-09T00:09:43.150142] [DEBUG] [LOCAL ] Loaded configuration for CAT: 5 features, 80.0% accuracy [2025-10-09T00:09:43.150259] [DEBUG] [LOCAL ] Loaded configuration for ETN: 3 features, 80.0% accuracy [2025-10-09T00:09:43.150383] [DEBUG] [LOCAL ] Loaded configuration for CRK: 1 features, 60.0% accuracy [2025-10-09T00:09:43.150527] [DEBUG] [LOCAL ] Loaded configuration for RZB: 2 features, 80.0% accuracy [2025-10-09T00:09:43.150692] [DEBUG] [LOCAL ] Loaded configuration for UWMC: 2 features, 80.0% accuracy [2025-10-09T00:09:43.150821] [DEBUG] [LOCAL ] Loaded configuration for ELP: 3 features, 70.0% accuracy [2025-10-09T00:09:43.150947] [DEBUG] [LOCAL ] Loaded configuration for ARDT: 2 features, 60.0% accuracy [2025-10-09T00:09:43.151082] [DEBUG] [LOCAL ] Loaded configuration for MMS: 3 features, 70.0% accuracy [2025-10-09T00:09:43.151194] [DEBUG] [LOCAL ] Loaded configuration for FLXR: 2 features, 60.0% accuracy [2025-10-09T00:09:43.151323] [DEBUG] [LOCAL ] Loaded configuration for CSR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.151449] [DEBUG] [LOCAL ] Loaded configuration for KEX: 1 features, 80.0% accuracy [2025-10-09T00:09:43.151574] [DEBUG] [LOCAL ] Loaded configuration for IGD: 1 features, 60.0% accuracy [2025-10-09T00:09:43.151750] [DEBUG] [LOCAL ] Loaded configuration for HOG: 2 features, 70.0% accuracy [2025-10-09T00:09:43.151880] [DEBUG] [LOCAL ] Loaded configuration for AKR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.151993] [DEBUG] [LOCAL ] Loaded configuration for EMF: 4 features, 70.0% accuracy [2025-10-09T00:09:43.152135] [DEBUG] [LOCAL ] Loaded configuration for FFC: 4 features, 80.0% accuracy [2025-10-09T00:09:43.152267] [DEBUG] [LOCAL ] Loaded configuration for MLR: 3 features, 60.0% accuracy [2025-10-09T00:09:43.152394] [DEBUG] [LOCAL ] Loaded configuration for IT: 3 features, 70.0% accuracy [2025-10-09T00:09:43.152506] [DEBUG] [LOCAL ] Loaded configuration for BKSY: 2 features, 80.0% accuracy [2025-10-09T00:09:43.152672] [DEBUG] [LOCAL ] Loaded configuration for NZF: 3 features, 70.0% accuracy [2025-10-09T00:09:43.152819] [DEBUG] [LOCAL ] Loaded configuration for CVEO: 3 features, 80.0% accuracy [2025-10-09T00:09:43.152963] [DEBUG] [LOCAL ] Loaded configuration for NUV: 1 features, 80.0% accuracy [2025-10-09T00:09:43.153076] [DEBUG] [LOCAL ] Loaded configuration for ED: 2 features, 70.0% accuracy [2025-10-09T00:09:43.153185] [DEBUG] [LOCAL ] Loaded configuration for BNL: 1 features, 80.0% accuracy [2025-10-09T00:09:43.153308] [DEBUG] [LOCAL ] Loaded configuration for TWLO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.153435] [DEBUG] [LOCAL ] Loaded configuration for SES: 3 features, 70.0% accuracy [2025-10-09T00:09:43.153546] [DEBUG] [LOCAL ] Loaded configuration for WMK: 0 features, 90.0% accuracy [2025-10-09T00:09:43.153688] [DEBUG] [LOCAL ] Loaded configuration for EXG: 2 features, 80.0% accuracy [2025-10-09T00:09:43.153842] [DEBUG] [LOCAL ] Loaded configuration for RA: 3 features, 70.0% accuracy [2025-10-09T00:09:43.153955] [DEBUG] [LOCAL ] Loaded configuration for EPAC: 1 features, 60.0% accuracy [2025-10-09T00:09:43.154095] [DEBUG] [LOCAL ] Loaded configuration for YPF: 2 features, 100.0% accuracy [2025-10-09T00:09:43.154225] [DEBUG] [LOCAL ] Loaded configuration for IFF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.154356] [DEBUG] [LOCAL ] Loaded configuration for ERJ: 4 features, 80.0% accuracy [2025-10-09T00:09:43.154482] [DEBUG] [LOCAL ] Loaded configuration for KAR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.154608] [DEBUG] [LOCAL ] Loaded configuration for SOBO: 1 features, 50.0% accuracy [2025-10-09T00:09:43.154748] [DEBUG] [LOCAL ] Loaded configuration for IVZ: 1 features, 80.0% accuracy [2025-10-09T00:09:43.154874] [DEBUG] [LOCAL ] Loaded configuration for EBS: 2 features, 60.0% accuracy [2025-10-09T00:09:43.155001] [DEBUG] [LOCAL ] Loaded configuration for TVE: 3 features, 70.0% accuracy [2025-10-09T00:09:43.155112] [DEBUG] [LOCAL ] Loaded configuration for HHH: 1 features, 80.0% accuracy [2025-10-09T00:09:43.155273] [DEBUG] [LOCAL ] Loaded configuration for AG: 4 features, 100.0% accuracy [2025-10-09T00:09:43.155401] [DEBUG] [LOCAL ] Loaded configuration for UMH: 1 features, 60.0% accuracy [2025-10-09T00:09:43.155527] [DEBUG] [LOCAL ] Loaded configuration for CAF: 1 features, 60.0% accuracy [2025-10-09T00:09:43.155680] [DEBUG] [LOCAL ] Loaded configuration for MGY: 3 features, 80.0% accuracy [2025-10-09T00:09:43.155794] [DEBUG] [LOCAL ] Loaded configuration for BRW: 3 features, 70.0% accuracy [2025-10-09T00:09:43.155918] [DEBUG] [LOCAL ] Loaded configuration for WGO: 2 features, 60.0% accuracy [2025-10-09T00:09:43.156053] [DEBUG] [LOCAL ] Loaded configuration for STNG: 0 features, 40.0% accuracy [2025-10-09T00:09:43.156180] [DEBUG] [LOCAL ] Loaded configuration for TRV: 3 features, 70.0% accuracy [2025-10-09T00:09:43.156312] [DEBUG] [LOCAL ] Loaded configuration for VMI: 2 features, 90.0% accuracy [2025-10-09T00:09:43.156454] [DEBUG] [LOCAL ] Loaded configuration for HPI: 2 features, 90.0% accuracy [2025-10-09T00:09:43.156568] [DEBUG] [LOCAL ] Loaded configuration for ELME: 3 features, 80.0% accuracy [2025-10-09T00:09:43.156733] [DEBUG] [LOCAL ] Loaded configuration for BAP: 1 features, 70.0% accuracy [2025-10-09T00:09:43.156844] [DEBUG] [LOCAL ] Loaded configuration for VRE: 2 features, 70.0% accuracy [2025-10-09T00:09:43.156987] [DEBUG] [LOCAL ] Loaded configuration for SCM: 5 features, 90.0% accuracy [2025-10-09T00:09:43.157133] [DEBUG] [LOCAL ] Loaded configuration for CUZ: 1 features, 90.0% accuracy [2025-10-09T00:09:43.157259] [DEBUG] [LOCAL ] Loaded configuration for TEO: 1 features, 70.0% accuracy [2025-10-09T00:09:43.157371] [DEBUG] [LOCAL ] Loaded configuration for DIN: 2 features, 80.0% accuracy [2025-10-09T00:09:43.157480] [DEBUG] [LOCAL ] Loaded configuration for CHH: 2 features, 50.0% accuracy [2025-10-09T00:09:43.157605] [DEBUG] [LOCAL ] Loaded configuration for GLP: 3 features, 80.0% accuracy [2025-10-09T00:09:43.157757] [DEBUG] [LOCAL ] Loaded configuration for EPAM: 1 features, 60.0% accuracy [2025-10-09T00:09:43.157884] [DEBUG] [LOCAL ] Loaded configuration for BOW: 1 features, 70.0% accuracy [2025-10-09T00:09:43.158027] [DEBUG] [LOCAL ] Loaded configuration for SAR: 0 features, 80.0% accuracy [2025-10-09T00:09:43.158154] [DEBUG] [LOCAL ] Loaded configuration for TGNA: 1 features, 60.0% accuracy [2025-10-09T00:09:43.158297] [DEBUG] [LOCAL ] Loaded configuration for HII: 4 features, 90.0% accuracy [2025-10-09T00:09:43.158409] [DEBUG] [LOCAL ] Loaded configuration for EXK: 3 features, 100.0% accuracy [2025-10-09T00:09:43.158549] [DEBUG] [LOCAL ] Loaded configuration for ELS: 2 features, 70.0% accuracy [2025-10-09T00:09:43.158703] [DEBUG] [LOCAL ] Loaded configuration for TEAF: 2 features, 50.0% accuracy [2025-10-09T00:09:43.158816] [DEBUG] [LOCAL ] Loaded configuration for GHC: 2 features, 100.0% accuracy [2025-10-09T00:09:43.158940] [DEBUG] [LOCAL ] Loaded configuration for BUXX: 1 features, 80.0% accuracy [2025-10-09T00:09:43.159066] [DEBUG] [LOCAL ] Loaded configuration for CMI: 1 features, 70.0% accuracy [2025-10-09T00:09:43.159178] [DEBUG] [LOCAL ] Loaded configuration for TLYS: 2 features, 80.0% accuracy [2025-10-09T00:09:43.159322] [DEBUG] [LOCAL ] Loaded configuration for DRLL: 3 features, 70.0% accuracy [2025-10-09T00:09:43.159448] [DEBUG] [LOCAL ] Loaded configuration for GSL: 5 features, 70.0% accuracy [2025-10-09T00:09:43.159559] [DEBUG] [LOCAL ] Loaded configuration for STXG: 1 features, 70.0% accuracy [2025-10-09T00:09:43.159715] [DEBUG] [LOCAL ] Loaded configuration for KF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.159826] [DEBUG] [LOCAL ] Loaded configuration for TRN: 0 features, 50.0% accuracy [2025-10-09T00:09:43.159976] [DEBUG] [LOCAL ] Loaded configuration for NKX: 4 features, 70.0% accuracy [2025-10-09T00:09:43.160089] [DEBUG] [LOCAL ] Loaded configuration for GME: 4 features, 90.0% accuracy [2025-10-09T00:09:43.160214] [DEBUG] [LOCAL ] Loaded configuration for STVN: 2 features, 70.0% accuracy [2025-10-09T00:09:43.160358] [DEBUG] [LOCAL ] Loaded configuration for BMI: 3 features, 90.0% accuracy [2025-10-09T00:09:43.160487] [DEBUG] [LOCAL ] Loaded configuration for HDB: 3 features, 80.0% accuracy [2025-10-09T00:09:43.160630] [DEBUG] [LOCAL ] Loaded configuration for HPF: 3 features, 90.0% accuracy [2025-10-09T00:09:43.160782] [DEBUG] [LOCAL ] Loaded configuration for HUYA: 0 features, 70.0% accuracy [2025-10-09T00:09:43.160908] [DEBUG] [LOCAL ] Loaded configuration for VRT: 2 features, 70.0% accuracy [2025-10-09T00:09:43.161041] [DEBUG] [LOCAL ] Loaded configuration for RNP: 2 features, 60.0% accuracy [2025-10-09T00:09:43.161153] [DEBUG] [LOCAL ] Loaded configuration for SITE: 2 features, 80.0% accuracy [2025-10-09T00:09:43.161262] [DEBUG] [LOCAL ] Loaded configuration for AVK: 3 features, 80.0% accuracy [2025-10-09T00:09:43.161371] [DEBUG] [LOCAL ] Loaded configuration for ATKR: 1 features, 60.0% accuracy [2025-10-09T00:09:43.161496] [DEBUG] [LOCAL ] Loaded configuration for CFG: 2 features, 40.0% accuracy [2025-10-09T00:09:43.161623] [DEBUG] [LOCAL ] Loaded configuration for ELAN: 1 features, 70.0% accuracy [2025-10-09T00:09:43.161770] [DEBUG] [LOCAL ] Loaded configuration for TDS: 4 features, 60.0% accuracy [2025-10-09T00:09:43.161913] [DEBUG] [LOCAL ] Loaded configuration for DHR: 2 features, 80.0% accuracy [2025-10-09T00:09:43.162042] [DEBUG] [LOCAL ] Loaded configuration for RSF: 3 features, 60.0% accuracy [2025-10-09T00:09:43.162153] [DEBUG] [LOCAL ] Loaded configuration for WT: 1 features, 60.0% accuracy [2025-10-09T00:09:43.162277] [DEBUG] [LOCAL ] Loaded configuration for AMPY: 3 features, 70.0% accuracy [2025-10-09T00:09:43.162416] [DEBUG] [LOCAL ] Loaded configuration for SKYH: 2 features, 60.0% accuracy [2025-10-09T00:09:43.162559] [DEBUG] [LOCAL ] Loaded configuration for CIVI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.162718] [DEBUG] [LOCAL ] Loaded configuration for CMSC: 1 features, 70.0% accuracy [2025-10-09T00:09:43.162844] [DEBUG] [LOCAL ] Loaded configuration for EDF: 0 features, 70.0% accuracy [2025-10-09T00:09:43.162970] [DEBUG] [LOCAL ] Loaded configuration for ACN: 3 features, 70.0% accuracy [2025-10-09T00:09:43.163154] [DEBUG] [LOCAL ] Loaded configuration for CRI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.163303] [DEBUG] [LOCAL ] Loaded configuration for KBR: 3 features, 70.0% accuracy [2025-10-09T00:09:43.163468] [DEBUG] [LOCAL ] Loaded configuration for BUR: 5 features, 80.0% accuracy [2025-10-09T00:09:43.163603] [DEBUG] [LOCAL ] Loaded configuration for LFT: 1 features, 70.0% accuracy [2025-10-09T00:09:43.163743] [DEBUG] [LOCAL ] Loaded configuration for DOLE: 1 features, 80.0% accuracy [2025-10-09T00:09:43.163868] [DEBUG] [LOCAL ] Loaded configuration for KNOP: 1 features, 100.0% accuracy [2025-10-09T00:09:43.163981] [DEBUG] [LOCAL ] Loaded configuration for CCJ: 4 features, 80.0% accuracy [2025-10-09T00:09:43.164113] [DEBUG] [LOCAL ] Loaded configuration for VIK: 1 features, 70.0% accuracy [2025-10-09T00:09:43.164252] [DEBUG] [LOCAL ] Loaded configuration for ITUB: 4 features, 80.0% accuracy [2025-10-09T00:09:43.164377] [DEBUG] [LOCAL ] Loaded configuration for ENB: 3 features, 70.0% accuracy [2025-10-09T00:09:43.164504] [DEBUG] [LOCAL ] Loaded configuration for HPS: 2 features, 80.0% accuracy [2025-10-09T00:09:43.164631] [DEBUG] [LOCAL ] Loaded configuration for STXD: 4 features, 50.0% accuracy [2025-10-09T00:09:43.164802] [DEBUG] [LOCAL ] Loaded configuration for LU: 0 features, 80.0% accuracy [2025-10-09T00:09:43.164931] [DEBUG] [LOCAL ] Loaded configuration for JLS: 3 features, 70.0% accuracy [2025-10-09T00:09:43.165094] [DEBUG] [LOCAL ] Loaded configuration for JEF: 4 features, 70.0% accuracy [2025-10-09T00:09:43.165225] [DEBUG] [LOCAL ] Loaded configuration for HRTG: 0 features, 80.0% accuracy [2025-10-09T00:09:43.165356] [DEBUG] [LOCAL ] Loaded configuration for XPO: 2 features, 70.0% accuracy [2025-10-09T00:09:43.165524] [DEBUG] [LOCAL ] Loaded configuration for MVF: 2 features, 80.0% accuracy [2025-10-09T00:09:43.165687] [DEBUG] [LOCAL ] Loaded configuration for ARMK: 1 features, 70.0% accuracy [2025-10-09T00:09:43.165846] [DEBUG] [LOCAL ] Loaded configuration for UZD: 3 features, 80.0% accuracy [2025-10-09T00:09:43.165982] [DEBUG] [LOCAL ] Loaded configuration for BKU: 4 features, 80.0% accuracy [2025-10-09T00:09:43.166125] [DEBUG] [LOCAL ] Loaded configuration for YOU: 1 features, 60.0% accuracy [2025-10-09T00:09:43.166283] [DEBUG] [LOCAL ] Loaded configuration for ABR: 2 features, 60.0% accuracy [2025-10-09T00:09:43.166411] [DEBUG] [LOCAL ] Loaded configuration for RCS: 0 features, 80.0% accuracy [2025-10-09T00:09:43.166524] [DEBUG] [LOCAL ] Loaded configuration for SXI: 2 features, 60.0% accuracy [2025-10-09T00:09:43.166714] [DEBUG] [LOCAL ] Loaded configuration for T: 5 features, 90.0% accuracy [2025-10-09T00:09:43.166888] [DEBUG] [LOCAL ] Loaded configuration for AR: 4 features, 80.0% accuracy [2025-10-09T00:09:43.167027] [DEBUG] [LOCAL ] Loaded configuration for DRI: 3 features, 90.0% accuracy [2025-10-09T00:09:43.167169] [DEBUG] [LOCAL ] Loaded configuration for HUBS: 3 features, 80.0% accuracy [2025-10-09T00:09:43.167314] [DEBUG] [LOCAL ] Loaded configuration for KNX: 3 features, 70.0% accuracy [2025-10-09T00:09:43.167445] [DEBUG] [LOCAL ] Loaded configuration for CTDD: 4 features, 80.0% accuracy [2025-10-09T00:09:43.167591] [DEBUG] [LOCAL ] Loaded configuration for GGZ: 2 features, 80.0% accuracy [2025-10-09T00:09:43.167762] [DEBUG] [LOCAL ] Loaded configuration for DAVA: 3 features, 80.0% accuracy [2025-10-09T00:09:43.167895] [DEBUG] [LOCAL ] Loaded configuration for ESI: 1 features, 80.0% accuracy [2025-10-09T00:09:43.168040] [DEBUG] [LOCAL ] Loaded configuration for XFLT: 4 features, 90.0% accuracy [2025-10-09T00:09:43.168182] [DEBUG] [LOCAL ] Loaded configuration for FCX: 2 features, 80.0% accuracy [2025-10-09T00:09:43.168321] [DEBUG] [LOCAL ] Loaded configuration for MCR: 2 features, 60.0% accuracy [2025-10-09T00:09:43.168492] [DEBUG] [LOCAL ] Loaded configuration for MLI: 1 features, 60.0% accuracy [2025-10-09T00:09:43.168688] [DEBUG] [LOCAL ] Loaded configuration for LOCL: 3 features, 80.0% accuracy [2025-10-09T00:09:43.168828] [DEBUG] [LOCAL ] Loaded configuration for HQL: 4 features, 80.0% accuracy [2025-10-09T00:09:43.168958] [DEBUG] [LOCAL ] Loaded configuration for ZEPP: 3 features, 90.0% accuracy [2025-10-09T00:09:43.169505] [DEBUG] [LOCAL ] Loaded configuration for FLO: 3 features, 80.0% accuracy [2025-10-09T00:09:43.169689] [DEBUG] [LOCAL ] Loaded configuration for CCL: 3 features, 80.0% accuracy [2025-10-09T00:09:43.169833] [DEBUG] [LOCAL ] Loaded configuration for VEEV: 3 features, 100.0% accuracy [2025-10-09T00:09:43.169988] [DEBUG] [LOCAL ] Loaded configuration for ALL: 2 features, 60.0% accuracy [2025-10-09T00:09:43.170126] [DEBUG] [LOCAL ] Loaded configuration for KREF: 1 features, 70.0% accuracy [2025-10-09T00:09:43.170258] [DEBUG] [LOCAL ] Loaded configuration for WH: 3 features, 70.0% accuracy [2025-10-09T00:09:43.170394] [DEBUG] [LOCAL ] Loaded configuration for SFL: 2 features, 70.0% accuracy [2025-10-09T00:09:43.170534] [DEBUG] [LOCAL ] Loaded configuration for CHN: 3 features, 60.0% accuracy [2025-10-09T00:09:43.170689] [DEBUG] [LOCAL ] Loaded configuration for FPH: 3 features, 70.0% accuracy [2025-10-09T00:09:43.170824] [DEBUG] [LOCAL ] Loaded configuration for BWNB: 2 features, 80.0% accuracy [2025-10-09T00:09:43.170964] [DEBUG] [LOCAL ] Loaded configuration for LMT: 1 features, 70.0% accuracy [2025-10-09T00:09:43.171105] [DEBUG] [LOCAL ] Loaded configuration for SYF: 3 features, 90.0% accuracy [2025-10-09T00:09:43.171259] [DEBUG] [LOCAL ] Loaded configuration for UCB: 1 features, 80.0% accuracy [2025-10-09T00:09:43.171397] [DEBUG] [LOCAL ] Loaded configuration for CMC: 2 features, 100.0% accuracy [2025-10-09T00:09:43.171544] [DEBUG] [LOCAL ] Loaded configuration for AWK: 2 features, 70.0% accuracy [2025-10-09T00:09:43.171712] [DEBUG] [LOCAL ] Loaded configuration for CULP: 5 features, 90.0% accuracy [2025-10-09T00:09:43.171856] [DEBUG] [LOCAL ] Loaded configuration for PGP: 1 features, 50.0% accuracy [2025-10-09T00:09:43.171999] [DEBUG] [LOCAL ] Loaded configuration for MATV: 3 features, 90.0% accuracy [2025-10-09T00:09:43.172143] [DEBUG] [LOCAL ] Loaded configuration for BOX: 2 features, 70.0% accuracy [2025-10-09T00:09:43.172301] [DEBUG] [LOCAL ] Loaded configuration for EVH: 0 features, 40.0% accuracy [2025-10-09T00:09:43.172487] [DEBUG] [LOCAL ] Loaded configuration for TRNO: 3 features, 70.0% accuracy [2025-10-09T00:09:43.172660] [DEBUG] [LOCAL ] Loaded configuration for TT: 5 features, 80.0% accuracy [2025-10-09T00:09:43.172806] [DEBUG] [LOCAL ] Loaded configuration for SMRT: 3 features, 90.0% accuracy [2025-10-09T00:09:43.172947] [DEBUG] [LOCAL ] Loaded configuration for CHWY: 2 features, 70.0% accuracy [2025-10-09T00:09:43.173090] [DEBUG] [LOCAL ] Loaded configuration for EVTL: 2 features, 80.0% accuracy [2025-10-09T00:09:43.173236] [DEBUG] [LOCAL ] Loaded configuration for BFZ: 4 features, 80.0% accuracy [2025-10-09T00:09:43.173395] [DEBUG] [LOCAL ] Loaded configuration for XHR: 6 features, 70.0% accuracy [2025-10-09T00:09:43.173549] [DEBUG] [LOCAL ] Loaded configuration for CUK: 2 features, 90.0% accuracy [2025-10-09T00:09:43.173722] [DEBUG] [LOCAL ] Loaded configuration for W: 4 features, 80.0% accuracy [2025-10-09T00:09:43.173869] [DEBUG] [LOCAL ] Loaded configuration for SAP: 2 features, 80.0% accuracy [2025-10-09T00:09:43.174013] [DEBUG] [LOCAL ] Loaded configuration for VAL: 4 features, 70.0% accuracy [2025-10-09T00:09:43.174174] [DEBUG] [LOCAL ] Loaded configuration for MAA: 3 features, 90.0% accuracy [2025-10-09T00:09:43.174316] [DEBUG] [LOCAL ] Loaded configuration for KBDC: 4 features, 60.0% accuracy [2025-10-09T00:09:43.174449] [DEBUG] [LOCAL ] Loaded configuration for VIRT: 2 features, 60.0% accuracy [2025-10-09T00:09:43.174584] [DEBUG] [LOCAL ] Loaded configuration for XYF: 0 features, 70.0% accuracy [2025-10-09T00:09:43.174776] [DEBUG] [LOCAL ] Loaded configuration for WMT: 1 features, 70.0% accuracy [2025-10-09T00:09:43.174921] [DEBUG] [LOCAL ] Loaded configuration for NMI: 2 features, 50.0% accuracy [2025-10-09T00:09:43.175054] [DEBUG] [LOCAL ] Loaded configuration for UFI: 1 features, 60.0% accuracy [2025-10-09T00:09:43.175214] [DEBUG] [LOCAL ] Loaded configuration for UHT: 3 features, 80.0% accuracy [2025-10-09T00:09:43.175365] [DEBUG] [LOCAL ] Loaded configuration for GMRE: 6 features, 80.0% accuracy [2025-10-09T00:09:43.175499] [DEBUG] [LOCAL ] Loaded configuration for BY: 4 features, 70.0% accuracy [2025-10-09T00:09:43.175669] [DEBUG] [LOCAL ] Loaded configuration for APTV: 2 features, 60.0% accuracy [2025-10-09T00:09:43.175832] [DEBUG] [LOCAL ] Loaded configuration for LPX: 2 features, 80.0% accuracy [2025-10-09T00:09:43.175962] [DEBUG] [LOCAL ] Loaded configuration for EFX: 3 features, 70.0% accuracy [2025-10-09T00:09:43.176106] [DEBUG] [LOCAL ] Loaded configuration for TU: 2 features, 50.0% accuracy [2025-10-09T00:09:43.176255] [DEBUG] [LOCAL ] Loaded configuration for WIW: 0 features, 70.0% accuracy [2025-10-09T00:09:43.176413] [DEBUG] [LOCAL ] Loaded configuration for JHI: 4 features, 60.0% accuracy [2025-10-09T00:09:43.176549] [DEBUG] [LOCAL ] Loaded configuration for MCO: 3 features, 70.0% accuracy [2025-10-09T00:09:43.176729] [DEBUG] [LOCAL ] Loaded configuration for CODI: 0 features, 90.0% accuracy [2025-10-09T00:09:43.176864] [DEBUG] [LOCAL ] Loaded configuration for LEN: 1 features, 70.0% accuracy [2025-10-09T00:09:43.177008] [DEBUG] [LOCAL ] Loaded configuration for CIO: 2 features, 60.0% accuracy [2025-10-09T00:09:43.177151] [DEBUG] [LOCAL ] Loaded configuration for CRS: 3 features, 60.0% accuracy [2025-10-09T00:09:43.177280] [DEBUG] [LOCAL ] Loaded configuration for EAI: 3 features, 70.0% accuracy [2025-10-09T00:09:43.177428] [DEBUG] [LOCAL ] Loaded configuration for AMT: 2 features, 80.0% accuracy [2025-10-09T00:09:43.177568] [DEBUG] [LOCAL ] Loaded configuration for OPP: 2 features, 70.0% accuracy [2025-10-09T00:09:43.178229] [INFO ] [LOCAL ] Saved consolidated report: 1767 forecasts -> ./output/forecasts/full/2025-10-09.txt [2025-10-09T00:09:43.178306] [INFO ] [sig ] [1/1] Successfully generated report for 2025-10-09: 1767 entries [2025-10-09T00:09:43.178391] [INFO ] [sig ] ================================================== [2025-10-09T00:09:43.178509] [INFO ] [sig ] Report generation complete: 1/1 reports succeeded [2025-10-09T00:09:43.712900] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: SIGR FORECAST' [2025-10-09T00:09:43.713185] [INFO ] [sig ] Email notification sent [2025-10-09T00:09:43.713693] [WARN ] [STATE ] State set to: COMPLETED_OK [2025-10-09T00:09:43.713958] [INFO ] [STATE ] Last completion updated: 2025-10-09T00:09:43.713769 [2025-10-09T18:30:01.743380] [DEBUG] [R-STATUS ] Registered 'tdm' as a dependent service. [2025-10-09T18:30:01.922811] [DEBUG] [R-STATUS ] Registered 'sig' as a dependent service. [2025-10-09T18:30:02.102329] [DEBUG] [R-STATUS ] Registered 'sap' as a dependent service. [2025-10-09T18:30:02.280883] [DEBUG] [R-STATUS ] Registered 'exp' as a dependent service. [2025-10-09T18:30:02.281332] [WARN ] [STATE ] State set to: WAITING [2025-10-09T18:30:02.281417] [INFO ] [STATE ] Checking TDM service status... [2025-10-09T18:30:02.288378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:02.292137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:02.295698] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:02.299257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:02.299342] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:05.305339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:05.310097] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:05.314801] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:05.319611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:05.319791] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:08.325311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:08.329115] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:08.333602] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:08.337793] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:08.337928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:11.343067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:11.346937] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:11.350742] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:11.354624] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:11.354779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:14.363323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:14.369160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:14.375181] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:14.381633] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:14.381846] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:17.387126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:17.391324] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:17.395018] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:17.398548] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:17.398637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:20.404218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:20.408127] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:20.411727] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:20.415197] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:20.415281] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:23.421203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:23.425325] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:23.429178] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:23.432806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:23.432914] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:26.438718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:26.442882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:26.446886] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:26.450814] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:26.450912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:29.457579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:29.462552] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:29.466677] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:29.470664] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:29.470749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:32.479174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:32.483895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:32.488004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:32.491958] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:32.492105] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:35.499349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:35.504616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:35.509839] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:35.515185] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:35.515315] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:38.521818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:38.526636] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:38.530721] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:38.534474] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:38.534585] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:41.540689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:41.544844] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:41.549012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:41.554273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:41.554402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:44.559731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:44.563386] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:44.566876] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:44.570424] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:44.570513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:47.576002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:47.580102] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:47.584342] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:47.588291] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:47.588414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:50.594498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:50.598275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:50.602703] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:50.606842] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:50.606945] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:53.613095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:53.617488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:53.621724] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:53.625969] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:53.626087] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:56.631711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:56.636235] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:56.640081] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:56.643695] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:56.643799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:30:59.650093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:30:59.654336] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:30:59.658531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:30:59.662669] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:30:59.662797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:02.668693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:02.672900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:02.677027] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:02.681106] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:02.681229] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:05.687871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:05.692562] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:05.696995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:05.701230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:05.701349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:08.708098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:08.712143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:08.715691] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:08.719226] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:08.719307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:11.725066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:11.729221] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:11.733042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:11.736754] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:11.736863] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:14.743408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:14.747422] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:14.751068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:14.754631] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:14.754739] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:17.760624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:17.764770] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:17.768538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:17.772228] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:17.772314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:20.779003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:20.783874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:20.788637] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:20.793531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:20.793666] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:23.800996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:23.804874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:23.808543] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:23.812470] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:23.812565] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:26.817539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:26.821260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:26.824870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:26.828443] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:26.828526] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:29.833521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:29.837134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:29.840668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:29.844004] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:29.844089] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:32.849114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:32.852827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:32.856331] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:32.859806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:32.859942] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:35.866413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:35.870269] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:35.873888] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:35.877341] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:35.877426] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:38.882893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:38.886968] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:38.890719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:38.894828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:38.894986] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:41.900529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:41.904446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:41.908516] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:41.912677] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:41.912787] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:44.918083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:44.921912] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:44.925525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:44.929135] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:44.929250] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:47.935453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:47.939247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:47.943073] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:47.946683] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:47.946773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:50.953315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:50.958713] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:50.963902] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:50.968976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:50.969103] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:53.974519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:53.978939] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:53.982802] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:53.987151] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:53.987255] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:31:56.993394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:31:56.997708] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:31:57.011081] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:31:57.016063] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:31:57.016178] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:00.020747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:00.024426] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:00.028092] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:00.031591] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:00.031699] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:03.036970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:03.041080] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:03.045350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:03.049318] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:03.049414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:06.055711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:06.060487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:06.065127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:06.069725] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:06.069832] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:09.075950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:09.080474] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:09.084246] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:09.087988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:09.088085] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:12.094944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:12.100092] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:12.105280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:12.110288] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:12.110399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:15.118834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:15.127438] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:15.134069] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:15.141697] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:15.141867] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:18.148565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:18.152765] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:18.156394] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:18.160084] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:18.160192] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:21.165998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:21.171038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:21.175172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:21.179872] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:21.180013] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:24.185789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:24.189953] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:24.193987] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:24.197947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:24.198035] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:27.204286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:27.208300] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:27.211949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:27.215448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:27.215583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:30.222052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:30.225970] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:30.229678] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:30.233704] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:30.233787] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:33.239575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:33.243884] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:33.248299] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:33.252165] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:33.252259] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:36.257495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:36.261628] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:36.265562] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:36.269414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:36.269507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:39.274595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:39.278435] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:39.282323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:39.286242] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:39.286347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:42.292311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:42.296024] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:42.299607] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:42.303170] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:42.303252] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:45.309166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:45.313223] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:45.317073] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:45.321126] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:45.321220] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:48.326446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:48.330631] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:48.334856] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:48.338883] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:48.338995] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:51.344739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:51.348685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:51.352146] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:51.355674] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:51.355761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:54.365328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:54.370090] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:54.374437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:54.378955] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:54.379053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:32:57.384324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:32:57.388228] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:32:57.392019] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:32:57.395923] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:32:57.396016] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:00.403087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:00.407857] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:00.412031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:00.416609] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:00.416753] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:03.423332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:03.427716] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:03.431664] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:03.435460] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:03.435558] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:06.441367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:06.445108] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:06.448733] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:06.452294] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:06.452404] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:09.457465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:09.461398] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:09.465309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:09.468933] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:09.469024] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:12.474958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:12.478903] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:12.482774] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:12.486519] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:12.486628] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:15.492066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:15.495719] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:15.499725] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:15.503303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:15.503386] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:18.508691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:18.512446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:18.516459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:18.520451] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:18.520561] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:21.526202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:21.530166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:21.533972] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:21.537757] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:21.537893] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:24.542901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:24.546628] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:24.554403] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:24.558326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:24.558434] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:27.563749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:27.567724] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:27.571348] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:27.574990] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:27.575073] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:30.582022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:30.585701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:30.589538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:30.594196] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:30.594327] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:33.600008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:33.603821] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:33.607475] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:33.611169] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:33.611262] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:36.617198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:36.621481] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:36.625274] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:36.628808] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:36.628933] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:39.634794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:39.638663] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:39.642193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:39.645868] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:39.645951] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:42.650796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:42.654589] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:42.658338] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:42.662177] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:42.662284] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:45.667509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:45.671423] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:45.674990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:45.678616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:45.678749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:48.683423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:48.687057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:48.690734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:48.694304] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:48.694390] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:51.699412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:51.703044] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:51.707800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:51.712043] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:51.712130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:54.717301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:54.721303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:54.725084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:54.728869] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:54.728959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:33:57.734141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:33:57.737915] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:33:57.741508] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:33:57.745082] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:33:57.745167] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:00.749868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:00.753347] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:00.756766] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:00.760190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:00.760272] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:03.765446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:03.769685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:03.773694] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:03.777351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:03.777443] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:06.783754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:06.788583] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:06.793249] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:06.797929] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:06.798035] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:09.803684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:09.808141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:09.812407] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:09.816887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:09.817002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:12.821914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:12.826056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:12.830669] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:12.835075] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:12.835185] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:15.840328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:15.844691] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:15.848742] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:15.852843] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:15.852959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:18.857554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:18.861084] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:18.864445] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:18.867867] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:18.867951] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:21.872025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:21.875459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:21.878908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:21.882314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:21.882395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:24.887142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:24.891599] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:24.895694] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:24.899410] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:24.899509] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:27.904822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:27.908460] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:27.911950] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:27.915463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:27.915550] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:30.920454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:30.924160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:30.927665] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:30.931113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:30.931195] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:33.936334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:33.940084] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:33.943849] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:33.947427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:33.947508] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:36.952727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:36.956937] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:36.961933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:36.967241] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:36.967335] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:39.974296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:39.979195] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:39.983497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:39.987898] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:39.988121] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:42.992839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:42.997255] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:43.002278] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:43.007939] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:43.008214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:46.013489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:46.017607] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:46.022098] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:46.026517] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:46.026638] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:49.034401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:49.039967] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:49.044495] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:49.050489] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:49.050716] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:52.055462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:52.059354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:52.062962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:52.066684] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:52.066763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:55.072264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:55.076536] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:55.081024] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:55.085534] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:55.085687] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:34:58.091614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:34:58.095456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:34:58.099203] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:34:58.103548] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:34:58.103709] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:01.111042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:01.114957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:01.118452] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:01.122738] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:01.122848] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:04.129336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:04.133278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:04.136906] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:04.141314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:04.141425] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:07.147319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:07.151512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:07.155919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:07.159912] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:07.160002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:10.165160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:10.169154] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:10.172932] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:10.176534] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:10.176638] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:13.181796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:13.185801] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:13.189781] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:13.193701] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:13.193814] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:16.199143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:16.202862] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:16.206463] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:16.210064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:16.210168] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:19.215431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:19.219858] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:19.223880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:19.227508] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:19.227612] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:22.233822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:22.238742] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:22.242785] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:22.246502] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:22.246604] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:25.252472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:25.256235] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:25.259871] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:25.263374] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:25.263460] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:28.269784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:28.274924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:28.280004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:28.285044] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:28.285166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:31.290797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:31.294850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:31.299008] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:31.302849] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:31.302950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:34.308141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:34.311882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:34.315441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:34.319051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:34.319159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:37.326062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:37.330298] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:37.334135] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:37.337669] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:37.337752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:40.343535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:40.348160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:40.352847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:40.357396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:40.357538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:43.362817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:43.366528] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:43.370887] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:43.374567] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:43.374685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:46.380363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:46.384316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:46.388207] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:46.392124] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:46.392254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:49.398386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:49.403033] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:49.407259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:49.411237] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:49.411336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:52.416512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:52.420830] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:52.424865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:52.429008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:52.429112] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:55.434859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:55.438864] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:55.443499] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:55.447288] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:55.447374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:35:58.452974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:35:58.458360] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:35:58.462106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:35:58.465756] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:35:58.465846] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:01.472572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:01.479060] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:01.484767] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:01.491090] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:01.491201] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:04.496023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:04.499616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:04.503035] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:04.506427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:04.506507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:07.511941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:07.515629] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:07.519190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:07.522820] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:07.522918] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:10.528132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:10.532532] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:10.536639] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:10.540717] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:10.540821] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:13.546257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:13.550071] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:13.553540] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:13.557088] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:13.557204] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:16.562747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:16.567708] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:16.572309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:16.575937] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:16.576018] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:19.581319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:19.585570] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:19.589782] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:19.593745] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:19.593851] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:22.598738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:22.602244] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:22.605972] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:22.609843] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:22.609927] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:25.615219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:25.618940] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:25.622427] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:25.626035] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:25.626116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:28.632528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:28.637514] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:28.642529] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:28.647479] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:28.647594] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:31.652935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:31.656770] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:31.660780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:31.664520] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:31.664606] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:34.669154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:34.672793] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:34.676211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:34.679686] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:34.679765] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:37.684589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:37.688459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:37.692082] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:37.695772] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:37.695862] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:40.701256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:40.705012] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:40.708786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:40.712366] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:40.712467] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:43.717488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:43.721139] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:43.724538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:43.728055] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:43.728136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:46.733474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:46.737603] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:46.741762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:46.745702] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:46.745812] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:49.750612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:49.754432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:49.758159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:49.761748] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:49.761849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:52.767947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:52.772891] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:52.777819] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:52.782080] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:52.782214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:55.787309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:55.791100] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:55.794965] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:55.799433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:55.799552] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:36:58.805443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:36:58.809625] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:36:58.813765] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:36:58.817623] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:36:58.817756] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:01.823134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:01.827226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:01.830884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:01.834232] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:01.834316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:04.839893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:04.843871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:04.847432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:04.851065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:04.851149] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:07.857335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:07.861568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:07.865200] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:07.868829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:07.868918] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:10.875964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:10.880445] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:10.884003] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:10.887756] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:10.887869] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:13.892995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:13.896487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:13.900131] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:13.903476] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:13.903556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:16.909466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:16.913081] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:16.916525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:16.920057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:16.920137] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:19.925876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:19.930569] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:19.935938] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:19.940978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:19.941153] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:22.948703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:22.953213] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:22.957846] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:22.962307] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:22.962438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:25.967297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:25.971169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:25.975042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:25.978959] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:25.979065] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:28.984335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:28.988128] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:28.991984] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:28.995556] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:28.995661] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:32.000610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:32.004823] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:32.008513] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:32.012538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:32.012632] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:35.017899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:35.022852] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:35.027139] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:35.032045] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:35.032157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:38.038810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:38.042363] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:38.045853] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:38.049446] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:38.049530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:41.055232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:41.058888] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:41.062313] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:41.065950] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:41.066033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:44.072005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:44.075903] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:44.079428] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:44.082984] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:44.083075] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:47.088416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:47.092949] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:47.096826] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:47.100457] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:47.100540] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:50.105197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:50.109010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:50.112598] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:50.115989] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:50.116069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:53.121295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:53.125384] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:53.128952] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:53.132448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:53.132533] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:56.137328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:56.141094] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:56.144586] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:56.148077] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:56.148168] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:37:59.153423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:37:59.156990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:37:59.160427] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:37:59.163848] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:37:59.163928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:02.169135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:02.173005] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:02.176766] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:02.180493] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:02.180591] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:05.185251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:05.189031] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:05.211277] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:05.215190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:05.215276] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:08.220696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:08.225098] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:08.229986] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:08.233998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:08.234109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:11.238567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:11.242574] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:11.247471] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:11.251558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:11.251665] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:14.258248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:14.262109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:14.265681] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:14.269528] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:14.269615] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:17.274350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:17.278734] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:17.282997] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:17.286685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:17.286793] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:20.291105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:20.295169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:20.299010] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:20.303016] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:20.303101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:23.312812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:23.317589] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:23.321544] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:23.325048] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:23.325130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:26.330256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:26.334213] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:26.338299] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:26.342161] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:26.342253] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:29.346547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:29.351332] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:29.356609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:29.360636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:29.360769] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:32.365435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:32.369663] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:32.373669] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:32.377753] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:32.377903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:35.382758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:35.388113] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:35.392863] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:35.396919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:35.397026] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:38.402126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:38.406858] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:38.412470] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:38.416445] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:38.416567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:41.422091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:41.428452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:41.434335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:41.439060] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:41.439171] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:44.444432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:44.448832] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:44.452490] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:44.456510] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:44.456600] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:47.461953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:47.467053] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:47.471401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:47.475012] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:47.475110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:50.479369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:50.483216] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:50.486849] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:50.490295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:50.490374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:53.495902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:53.503206] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:53.508729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:53.514249] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:53.514397] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:56.519886] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:56.524585] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:56.529107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:56.533161] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:56.533283] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:38:59.538042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:38:59.542025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:38:59.545869] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:38:59.549755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:38:59.549867] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:02.555482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:02.559864] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:02.564165] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:02.568214] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:02.568304] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:05.573506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:05.579198] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:05.585588] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:05.589883] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:05.589978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:08.595971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:08.601567] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:08.607448] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:08.612079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:08.612185] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:11.616901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:11.625216] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:11.630082] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:11.634349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:11.634469] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:14.639439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:14.643264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:14.647075] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:14.650976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:14.651069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:17.656786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:17.660796] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:17.665017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:17.669350] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:17.669435] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:20.673576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:20.677177] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:20.680815] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:20.684266] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:20.684352] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:23.688847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:23.692664] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:23.696662] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:23.700843] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:23.701013] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:26.706858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:26.711625] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:26.715625] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:26.719732] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:26.719835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:29.725903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:29.729965] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:29.733636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:29.737456] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:29.737548] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:32.744293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:32.748664] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:32.752867] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:32.756919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:32.757023] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:35.762508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:35.767972] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:35.772797] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:35.776896] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:35.776998] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:38.782029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:38.786162] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:38.790460] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:38.794260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:38.794354] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:41.799798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:41.804463] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:41.810397] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:41.815682] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:41.815785] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:44.820895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:44.824974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:44.829096] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:44.833439] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:44.833577] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:47.840134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:47.845470] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:47.849873] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:47.853847] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:47.854134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:50.859956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:50.864403] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:50.868179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:50.871947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:50.872027] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:53.879351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:53.883798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:53.887677] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:53.891390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:53.891485] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:56.897422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:56.902243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:56.906983] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:56.911300] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:56.911428] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:39:59.916808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:39:59.924544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:39:59.928866] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:39:59.933243] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:39:59.933367] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:02.940098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:02.943865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:02.947925] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:02.951479] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:02.951568] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:05.956686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:05.962093] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:05.966606] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:05.970846] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:05.970948] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:08.979462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:08.984205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:08.988419] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:08.992602] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:08.992724] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:12.028096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:12.063338] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:12.098134] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:12.102014] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:12.102119] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:15.108332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:15.113454] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:15.119341] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:15.123635] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:15.123815] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:18.129727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:18.134282] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:18.138798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:18.142739] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:18.142839] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:21.147338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:21.155607] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:21.160852] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:21.165080] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:21.165195] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:24.170674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:24.175251] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:24.179990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:24.183742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:24.183835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:27.188848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:27.193305] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:27.197346] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:27.201350] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:27.201464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:30.206874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:30.212991] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:30.217875] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:30.221893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:30.221973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:33.227364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:33.231449] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:33.236320] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:33.240290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:33.240414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:36.245275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:36.281369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:36.316389] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:36.320411] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:36.320527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:39.330636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:39.337547] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:39.344135] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:39.350268] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:39.350446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:42.355079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:42.359193] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:42.363499] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:42.367730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:42.367860] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:45.372343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:45.377072] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:45.381464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:45.385677] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:45.385787] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:48.393980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:48.398513] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:48.403074] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:48.408256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:48.408451] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:51.414843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:51.420841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:51.425995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:51.431451] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:51.431593] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:54.436293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:54.440830] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:54.445062] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:54.449148] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:54.449270] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:40:57.455370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:40:57.459579] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:40:57.463449] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:40:57.467319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:40:57.467412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:00.471855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:00.475763] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:00.480891] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:00.486009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:00.486382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:03.492790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:03.497286] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:03.501332] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:03.505322] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:03.505399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:06.510610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:06.515681] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:06.520335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:06.525115] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:06.525229] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:09.531008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:09.536045] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:09.541251] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:09.546401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:09.546518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:12.551809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:12.556569] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:12.560719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:12.564692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:12.564805] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:15.569739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:15.573885] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:15.577982] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:15.582265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:15.582367] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:18.587047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:18.591831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:18.595951] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:18.600036] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:18.600136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:21.606368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:21.611319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:21.616796] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:21.622181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:21.622332] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:24.628196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:24.633607] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:24.637662] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:24.641497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:24.641594] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:27.648468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:27.653950] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:27.659524] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:27.664139] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:27.664267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:30.669128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:30.672900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:30.676403] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:30.680155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:30.680261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:33.685676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:33.689808] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:33.694009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:33.697542] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:33.697626] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:36.704093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:36.709563] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:36.715140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:36.720084] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:36.720204] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:39.728565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:39.734764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:39.739921] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:39.744619] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:39.744761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:42.755427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:42.760288] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:42.765051] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:42.769495] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:42.769620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:45.775671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:45.780559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:45.785140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:45.789079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:45.789193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:48.794318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:48.798250] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:48.802855] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:48.807677] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:48.807813] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:51.813168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:51.817194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:51.825318] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:51.829074] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:51.829360] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:54.836030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:54.841615] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:54.847033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:54.852224] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:54.852565] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:41:57.859537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:41:57.863937] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:41:57.868211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:41:57.873019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:41:57.873145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:00.878015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:00.882376] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:00.886586] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:00.890766] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:00.890862] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:03.898204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:03.903245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:03.907235] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:03.912572] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:03.912717] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:06.918467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:06.923555] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:06.928087] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:06.931919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:06.932019] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:09.936929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:09.941220] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:09.945218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:09.949265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:09.949614] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:12.955397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:12.960910] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:12.966036] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:12.972118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:12.972277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:15.979833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:15.984013] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:15.987733] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:15.991537] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:15.991624] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:19.002241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:19.006909] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:19.011295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:19.015617] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:19.015729] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:22.021905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:22.026738] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:22.030785] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:22.034422] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:22.034521] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:25.041261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:25.052117] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:25.058021] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:25.065050] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:25.065250] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:28.070559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:28.074809] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:28.079723] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:28.084535] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:28.084668] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:31.090493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:31.096381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:31.102464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:31.107513] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:31.107633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:34.311281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:34.316821] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:34.322168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:34.327452] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:34.327586] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:37.334421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:37.370234] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:37.407746] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:37.413162] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:37.413317] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:40.420676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:40.429894] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:40.437566] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:40.443898] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:40.444121] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:43.450410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:43.454757] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:43.459405] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:43.463233] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:43.463314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:46.469490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:46.476561] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:46.482501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:46.486724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:46.487038] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:49.491526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:49.495283] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:49.499480] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:49.504342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:49.504488] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:52.509326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:52.513476] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:52.517398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:52.521927] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:52.522054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:55.527963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:55.532608] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:55.536707] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:55.540777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:55.540899] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:42:58.547134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:42:58.553437] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:42:58.559915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:42:58.565364] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:42:58.565514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:01.571849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:01.577179] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:01.582053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:01.587175] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:01.587327] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:04.593426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:04.597452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:04.606437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:04.610803] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:04.610904] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:07.616584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:07.621482] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:07.626192] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:07.630245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:07.630371] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:10.634944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:10.638822] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:10.642713] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:10.647157] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:10.647288] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:13.652824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:13.657085] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:13.661184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:13.665237] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:13.665336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:16.670941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:16.675630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:16.679618] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:16.683269] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:16.683355] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:19.692197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:19.697023] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:19.701365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:19.705618] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:19.705752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:22.711426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:22.715190] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:22.719809] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:22.723381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:22.723462] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:25.729120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:25.735059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:25.740037] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:25.745062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:25.745156] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:28.751043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:28.755003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:28.758712] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:28.762324] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:28.762411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:31.769595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:31.775531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:31.780362] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:31.785216] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:31.785399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:34.792602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:34.798162] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:34.803042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:34.807936] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:34.808060] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:37.815375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:37.823974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:37.829814] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:37.835352] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:37.835463] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:40.847628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:40.853595] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:40.859265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:40.863514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:40.863682] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:43.868275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:43.872352] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:43.876865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:43.881051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:43.881158] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:46.886158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:46.890754] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:46.895928] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:46.900067] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:46.900165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:49.906705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:49.911854] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:49.916709] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:49.922002] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:49.922152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:52.927273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:52.931575] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:52.935402] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:52.939298] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:52.939401] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:55.944592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:55.948271] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:55.951836] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:55.955202] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:55.955282] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:43:58.959993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:43:58.964044] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:43:58.968922] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:43:58.974077] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:43:58.974208] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:01.981610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:01.986321] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:01.991617] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:01.995497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:01.995588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:05.002427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:05.006460] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:05.010230] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:05.013909] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:05.014008] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:08.019817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:08.225153] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:08.260757] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:08.265358] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:08.265484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:11.270887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:11.275918] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:11.280762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:11.285238] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:11.285354] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:14.290039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:14.294143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:14.298563] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:14.302791] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:14.302889] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:17.307385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:17.311511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:17.315575] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:17.319920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:17.320031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:20.325859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:20.330671] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:20.335309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:20.339844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:20.339974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:23.347209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:23.352455] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:23.357982] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:23.363634] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:23.363820] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:26.370820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:26.375505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:26.380151] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:26.384509] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:26.384619] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:29.391462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:29.396268] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:29.399987] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:29.403628] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:29.403734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:32.408991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:32.413521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:32.417847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:32.422530] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:32.422665] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:35.429062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:35.433024] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:35.436783] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:35.441218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:35.441308] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:38.446278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:38.450687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:38.454805] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:38.458558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:38.458702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:41.465108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:41.470092] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:41.475077] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:41.479214] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:41.479325] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:44.485250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:44.494776] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:44.499744] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:44.504597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:44.504779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:47.510155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:47.514498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:47.518565] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:47.523276] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:47.523375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:50.529418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:50.533303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:50.536816] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:50.540523] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:50.540599] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:53.546332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:53.550764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:53.554719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:53.558368] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:53.558453] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:56.563865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:56.567446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:56.571524] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:56.575902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:56.575987] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:44:59.584234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:44:59.588397] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:44:59.592067] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:44:59.595605] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:44:59.595714] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:02.601153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:02.605558] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:02.609902] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:02.614567] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:02.614723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:05.619065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:05.623488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:05.627920] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:05.633194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:05.633306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:08.639754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:08.643897] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:08.649680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:08.654544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:08.654690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:11.660549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:11.664464] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:11.668715] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:11.672867] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:11.672978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:14.678815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:14.683199] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:14.686892] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:14.690586] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:14.690689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:17.699882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:17.705889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:17.711468] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:17.716945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:17.717187] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:20.722801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:20.727388] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:20.731822] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:20.737278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:20.737412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:23.745911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:23.753975] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:23.760343] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:23.766136] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:23.766299] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:26.770567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:26.774215] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:26.777635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:26.781065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:26.781145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:29.786004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:29.789757] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:29.793467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:29.797165] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:29.797249] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:32.801985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:32.806408] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:32.810341] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:32.814115] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:32.814206] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:35.819480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:35.823813] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:35.827741] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:35.831400] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:35.831538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:38.837072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:38.841189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:38.846066] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:38.849988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:38.850088] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:41.855919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:41.861090] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:41.865224] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:41.869142] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:41.869235] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:44.875210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:44.880084] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:44.885152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:44.889742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:44.889829] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:47.894823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:47.898666] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:47.902157] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:47.905855] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:47.905941] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:50.911635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:50.915530] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:50.922502] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:50.926591] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:50.926712] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:53.934570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:53.939860] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:53.945141] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:53.949905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:53.949990] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:56.955007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:56.958789] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:56.962241] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:56.965880] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:56.965962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:45:59.972744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:45:59.978018] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:45:59.982674] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:45:59.987667] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:45:59.987761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:02.994349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:02.998688] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:03.003802] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:03.009006] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:03.009106] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:06.045055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:06.049271] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:06.053385] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:06.057278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:06.057393] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:09.062832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:09.068762] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:09.073372] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:09.077362] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:09.077460] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:12.082721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:12.087703] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:12.093197] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:12.098692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:12.098872] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:15.108069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:15.114247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:15.119882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:15.124221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:15.124323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:18.129431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:18.134055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:18.138505] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:18.143508] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:18.143601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:21.148921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:21.153710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:21.158791] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:21.162925] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:21.163028] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:24.169022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:24.174070] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:24.183074] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:24.188746] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:24.188869] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:27.196624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:27.203725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:27.214362] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:27.220796] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:27.220950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:30.226693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:30.230943] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:30.235921] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:30.241027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:30.241138] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:33.245676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:33.249751] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:33.254095] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:33.258299] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:33.258409] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:36.265335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:36.269928] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:36.273799] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:36.278805] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:36.279000] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:39.285248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:39.290219] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:39.294788] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:39.299222] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:39.299336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:42.304934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:42.309774] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:42.314476] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:42.318796] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:42.318897] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:45.323284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:45.327665] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:45.331357] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:45.334872] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:45.334954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:48.342509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:48.347212] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:48.351937] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:48.356418] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:48.356506] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:51.361820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:51.365381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:51.369501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:51.373387] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:51.373480] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:54.379066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:54.383272] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:54.387348] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:54.391409] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:54.391515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:46:57.398114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:46:57.403561] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:46:57.408804] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:46:57.412999] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:46:57.413118] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:00.419101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:00.424209] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:00.429970] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:00.434383] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:00.434487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:03.440140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:03.445874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:03.450674] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:03.456765] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:03.456890] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:06.461575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:06.465704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:06.469513] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:06.473390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:06.473465] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:09.478991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:09.483726] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:09.488146] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:09.492001] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:09.492089] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:12.497081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:12.501400] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:12.506809] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:12.511814] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:12.511964] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:15.518961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:15.524031] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:15.529268] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:15.533734] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:15.533864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:18.538162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:18.541790] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:18.546372] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:18.551018] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:18.551137] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:21.555941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:21.560074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:21.564177] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:21.569038] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:21.569143] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:24.574475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:24.578822] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:24.583435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:24.587700] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:24.591597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:27.595963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:27.599834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:27.603374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:27.606917] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:27.607002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:30.611617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:30.616290] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:30.620884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:30.624784] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:30.624888] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:33.630120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:33.634231] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:33.638818] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:33.644249] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:33.644379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:36.649434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:36.653406] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:36.657157] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:36.660774] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:36.660857] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:39.667608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:39.673516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:39.678992] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:39.683637] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:39.683773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:42.688751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:42.692691] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:42.696403] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:42.700462] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:42.700580] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:45.706488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:45.710953] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:45.715585] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:45.720039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:45.720143] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:48.726409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:48.731464] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:48.735168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:48.739528] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:48.739783] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:51.745436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:51.749837] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:51.754049] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:51.758171] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:51.758284] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:54.763296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:54.767021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:54.775092] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:54.779338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:54.779450] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:47:57.784939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:47:57.789111] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:47:57.793981] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:47:57.798969] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:47:57.799095] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:00.806624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:00.816789] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:00.821823] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:00.826018] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:00.826131] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:03.832347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:03.837890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:03.842723] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:03.847591] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:03.847742] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:06.853395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:06.857104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:06.861804] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:06.865994] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:06.866101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:09.871513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:09.876239] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:09.885127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:09.889544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:09.889794] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:12.898488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:12.903587] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:12.910897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:12.916028] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:12.916147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:15.921728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:15.925446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:15.929171] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:15.933544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:15.933675] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:18.940557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:18.944974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:18.948910] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:18.952630] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:18.952778] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:21.958921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:21.963717] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:21.968394] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:21.973069] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:21.973159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:24.978365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:24.983042] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:24.987003] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:24.991162] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:24.991258] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:27.996135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:28.000997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:28.006223] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:28.011360] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:28.011500] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:31.018100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:31.022913] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:31.027112] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:31.031298] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:31.031385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:34.036586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:34.040544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:34.044288] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:34.048106] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:34.048202] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:37.083800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:37.088512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:37.092353] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:37.096181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:37.096275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:40.101597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:40.303118] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:40.307902] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:40.312010] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:40.312094] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:43.317215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:43.321972] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:43.327622] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:43.333865] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:43.334269] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:46.338916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:46.343379] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:46.349583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:46.354701] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:46.354830] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:49.361383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:49.367245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:49.371947] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:49.376297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:49.376403] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:52.380695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:52.385205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:52.388998] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:52.392773] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:52.392872] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:55.398122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:55.402714] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:55.406817] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:55.415887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:55.416059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:48:58.422454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:48:58.428547] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:48:58.433058] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:48:58.439598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:48:58.439763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:01.444602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:01.448673] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:01.452180] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:01.455721] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:01.455800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:04.461434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:04.468297] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:04.477476] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:04.482626] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:04.482774] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:07.487144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:07.490840] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:07.494418] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:07.497953] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:07.498035] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:10.502241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:10.506502] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:10.510685] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:10.514313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:10.514400] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:13.521972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:13.526346] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:13.532291] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:13.536463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:13.536553] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:16.542685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:16.547924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:16.552773] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:16.557577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:16.557769] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:19.562915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:19.568365] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:19.574196] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:19.578618] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:19.578778] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:22.583844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:22.588685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:22.593365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:22.597854] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:22.597989] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:25.602900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:25.607027] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:25.610957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:25.614470] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:25.614554] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:28.618963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:28.622527] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:28.626094] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:28.629874] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:28.629963] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:31.634637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:31.638724] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:31.642566] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:31.646513] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:31.646607] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:34.651294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:34.655088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:34.658813] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:34.663163] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:34.663279] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:37.667609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:37.671394] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:37.675008] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:37.678588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:37.678705] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:40.685287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:40.692628] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:40.699788] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:40.705966] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:40.706104] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:43.712566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:43.717179] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:43.720888] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:43.725404] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:43.725547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:46.731054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:46.736261] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:46.741344] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:46.746181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:46.746405] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:49.752775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:49.757671] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:49.762233] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:49.767572] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:49.767731] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:52.773015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:52.777597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:52.781772] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:52.785864] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:52.786015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:55.791943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:55.795911] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:55.800001] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:55.803867] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:55.803962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:49:58.810092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:49:58.814473] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:49:58.818422] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:49:58.822705] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:49:58.822826] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:01.829810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:01.836344] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:01.842135] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:01.848137] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:01.848275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:04.854411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:04.860227] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:04.864612] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:04.868766] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:04.868876] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:07.874409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:07.879587] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:07.884411] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:07.888781] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:07.888890] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:10.893810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:10.899055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:10.904166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:10.907946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:10.908030] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:13.944601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:13.980288] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:14.018428] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:14.026306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:14.026503] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:17.034346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:17.039522] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:17.044309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:17.048616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:17.048740] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:20.053501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:20.058138] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:20.062414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:20.066306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:20.066408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:23.074246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:23.078892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:23.083407] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:23.087481] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:23.087590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:26.093591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:26.099385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:26.104778] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:26.110141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:26.110235] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:29.116326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:29.120530] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:29.125037] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:29.129491] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:29.129608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:32.134169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:32.141516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:32.146698] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:32.151227] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:32.151330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:35.155723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:35.159541] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:35.163585] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:35.167514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:35.167620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:38.187509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:38.193550] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:38.198957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:38.204388] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:38.204548] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:41.211677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:41.216883] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:41.223037] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:41.227764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:41.227884] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:44.232398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:44.237836] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:44.242840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:44.247265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:44.247392] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:47.252604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:47.257323] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:47.261370] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:47.265748] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:47.265875] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:50.270170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:50.274358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:50.278949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:50.282544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:50.282680] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:53.286811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:53.290939] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:53.295077] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:53.298783] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:53.298872] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:56.303540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:56.307871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:56.312756] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:56.316736] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:56.316841] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:50:59.322842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:50:59.327089] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:50:59.330748] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:50:59.334615] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:50:59.334739] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:02.341363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:02.346258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:02.352297] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:02.357264] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:02.357437] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:05.362426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:05.366514] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:05.370464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:05.374535] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:05.374625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:08.380120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:08.383871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:08.387393] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:08.391011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:08.391102] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:11.395924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:11.400381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:11.404765] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:11.408444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:11.408538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:14.412903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:14.417254] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:14.421450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:14.425991] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:14.426118] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:17.432414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:17.438249] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:17.443592] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:17.447825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:17.447926] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:20.453845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:20.458338] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:20.462730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:20.467058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:20.467181] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:23.474102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:23.479492] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:23.484112] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:23.488725] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:23.488913] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:26.493208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:26.497431] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:26.501106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:26.504847] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:26.504936] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:29.510699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:29.515565] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:29.519851] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:29.523563] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:29.523667] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:32.527751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:32.531533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:32.535536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:32.539747] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:32.539840] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:35.544205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:35.548342] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:35.552277] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:35.556441] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:35.556562] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:38.563255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:38.567422] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:38.571390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:38.575349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:38.575466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:41.581760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:41.587822] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:41.592637] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:41.597351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:41.597466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:44.604306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:44.610484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:44.618230] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:44.623182] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:44.623299] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:47.628533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:47.632586] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:47.636126] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:47.639501] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:47.639582] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:50.644990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:50.649730] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:50.654326] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:50.658318] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:50.658417] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:53.662587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:53.666247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:53.670378] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:53.674246] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:53.674344] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:56.679824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:56.684671] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:56.689041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:56.693337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:56.693468] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:51:59.699094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:51:59.703324] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:51:59.707586] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:51:59.711454] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:51:59.711548] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:02.716485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:02.720754] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:02.724400] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:02.728010] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:02.728090] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:05.734378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:05.738591] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:05.743481] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:05.748130] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:05.748225] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:08.755237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:08.759298] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:08.763617] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:08.768210] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:08.768305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:11.774414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:11.779671] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:11.784753] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:11.788504] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:11.788718] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:14.794715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:14.798677] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:14.802449] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:14.806067] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:14.806159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:17.812050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:17.817174] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:17.822282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:17.827376] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:17.827509] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:20.833395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:20.838280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:20.842951] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:20.847449] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:20.847551] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:23.852511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:23.857469] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:23.861707] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:23.866887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:23.867015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:26.871720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:26.876092] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:26.880941] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:26.885990] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:26.886113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:29.891690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:29.896042] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:29.900750] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:29.905212] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:29.905328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:32.910633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:32.916617] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:32.921311] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:32.926566] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:32.926703] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:35.933230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:35.937046] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:35.940665] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:35.944271] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:35.944359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:38.949422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:38.953941] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:38.958581] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:38.963073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:38.963170] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:41.968075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:41.972884] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:41.977185] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:41.980787] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:41.980874] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:44.987114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:44.991458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:44.995790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:45.000306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:45.000445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:48.005513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:48.009385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:48.012948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:48.016611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:48.016733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:51.024974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:51.031277] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:51.037749] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:51.043823] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:51.044193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:54.049784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:54.053544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:54.058250] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:54.063027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:54.063186] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:52:57.069377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:52:57.074179] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:52:57.078446] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:52:57.082110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:52:57.082201] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:00.088908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:00.093220] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:00.097562] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:00.101688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:00.101776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:03.108133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:03.112387] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:03.116338] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:03.120230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:03.120337] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:06.126294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:06.131275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:06.135638] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:06.139614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:06.139712] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:09.176435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:09.181119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:09.185569] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:09.189531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:09.189680] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:12.195855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:12.200531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:12.206556] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:12.211553] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:12.211695] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:15.216210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:15.221108] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:15.225118] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:15.228801] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:15.228888] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:18.234307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:18.238567] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:18.243414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:18.247325] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:18.247431] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:21.252841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:21.257093] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:21.260942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:21.264662] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:21.264744] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:24.269743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:24.273769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:24.278553] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:24.282912] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:24.283014] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:27.288563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:27.293524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:27.297901] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:27.302366] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:27.302511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:30.306959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:30.311272] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:30.314923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:30.318707] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:30.318797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:33.325153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:33.330008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:33.334329] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:33.338474] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:33.338569] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:36.343523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:36.347889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:36.351601] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:36.355342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:36.355431] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:39.361749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:39.365682] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:39.370444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:39.374247] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:39.374352] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:42.380034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:42.394498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:42.401712] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:42.405151] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:42.405232] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:45.410432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:45.414604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:45.418909] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:45.422844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:45.423102] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:48.429377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:48.435956] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:48.441025] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:48.445768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:48.445869] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:51.450701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:51.454907] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:51.459320] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:51.463138] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:51.463219] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:54.467849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:54.471631] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:54.475451] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:54.479027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:54.479110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:53:57.484781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:53:57.489488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:53:57.493180] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:53:57.496948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:53:57.497036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:00.502525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:00.506496] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:00.510798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:00.514680] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:00.514765] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:03.519528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:03.523801] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:03.527727] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:03.531503] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:03.531598] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:06.538303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:06.543493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:06.547438] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:06.551287] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:06.551370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:09.556973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:09.561253] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:09.565206] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:09.569577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:09.569696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:12.574954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:12.581876] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:12.588109] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:12.592692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:12.592803] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:15.599281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:15.604611] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:15.609931] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:15.615320] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:15.615425] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:18.621025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:18.626289] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:18.630211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:18.634387] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:18.634487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:21.638693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:21.642583] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:21.646587] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:21.651182] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:21.651277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:24.657202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:24.661780] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:24.666014] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:24.669978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:24.670074] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:27.675326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:27.679750] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:27.684033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:27.688207] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:27.688330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:30.695997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:30.700488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:30.704772] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:30.709460] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:30.709871] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:33.717989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:33.723457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:33.728398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:33.733470] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:33.733572] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:36.740410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:36.744289] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:36.747969] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:36.751426] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:36.751509] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:39.763601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:39.768688] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:39.772801] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:39.777019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:39.777110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:42.783280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:42.793735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:42.799585] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:42.805807] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:42.805927] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:45.810991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:45.814823] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:45.818504] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:45.821951] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:45.822031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:48.827875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:48.832385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:48.836161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:48.839818] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:48.839900] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:51.849983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:51.857219] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:51.863561] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:51.871956] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:51.872155] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:54.879673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:54.883995] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:54.888053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:54.891859] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:54.891942] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:54:57.896871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:54:57.905212] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:54:57.909700] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:54:57.913892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:54:57.914025] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:00.918303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:00.922451] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:00.926534] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:00.930793] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:00.930902] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:03.936218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:03.940349] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:03.944536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:03.949148] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:03.949239] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:06.955739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:06.961177] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:06.966915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:06.972397] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:06.972524] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:09.976827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:09.980743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:09.984358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:09.987975] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:09.988079] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:12.993221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:12.999057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:13.004904] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:13.013361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:13.013514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:16.022187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:16.026865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:16.030667] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:16.034490] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:16.034614] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:19.039145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:19.043126] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:19.046841] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:19.050593] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:19.050717] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:22.056616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:22.063909] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:22.067737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:22.071522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:22.071675] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:25.078533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:25.084054] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:25.090410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:25.095180] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:25.095296] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:28.100040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:28.103689] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:28.107221] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:28.110841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:28.110923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:31.115373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:31.119241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:31.123032] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:31.126495] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:31.126608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:34.131620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:34.136045] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:34.140323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:34.144422] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:34.144540] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:37.149288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:37.153393] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:37.157609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:37.161290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:37.161378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:40.193250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:40.197313] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:40.201923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:40.206996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:40.207110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:43.212949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:43.230362] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:43.238769] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:43.242813] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:43.242919] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:46.249243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:46.254969] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:46.260265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:46.264933] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:46.265069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:49.270733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:49.275759] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:49.280997] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:49.285274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:49.285378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:52.291247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:52.295791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:52.300201] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:52.304266] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:52.304368] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:55.310290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:55.314901] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:55.320248] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:55.324668] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:55.324777] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:55:58.330143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:55:58.334838] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:55:58.339372] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:55:58.342987] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:55:58.343068] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:01.348729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:01.354889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:01.359818] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:01.366338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:01.366473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:04.371161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:04.375685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:04.379473] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:04.383402] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:04.383487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:07.389169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:07.394094] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:07.399861] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:07.405392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:07.405547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:10.410200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:10.414414] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:10.418775] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:10.422325] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:10.422410] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:13.427291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:13.432385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:13.440949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:13.445400] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:13.445508] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:16.450547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:16.454765] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:16.459840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:16.463882] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:16.463997] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:19.468381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:19.472153] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:19.475798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:19.479521] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:19.479628] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:22.485887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:22.490477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:22.495004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:22.499379] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:22.499495] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:25.504311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:25.508957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:25.513449] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:25.517376] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:25.517482] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:28.523845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:28.528484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:28.533113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:28.537384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:28.537518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:31.542543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:31.547104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:31.550919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:31.554750] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:31.554841] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:34.561122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:34.566842] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:34.571391] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:34.576699] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:34.576961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:37.584296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:37.590961] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:37.596153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:37.601574] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:37.601724] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:40.608270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:40.612867] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:40.617375] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:40.622163] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:40.622314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:43.628723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:43.633364] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:43.637666] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:43.641386] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:43.641470] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:46.647094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:46.651570] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:46.655567] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:46.659929] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:46.660050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:49.665374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:49.669359] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:49.673149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:49.676852] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:49.676935] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:52.683295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:52.688368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:52.692832] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:52.697337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:52.697446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:55.703354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:55.707420] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:55.711579] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:55.715408] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:55.715488] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:56:58.722506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:56:58.726833] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:56:58.730404] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:56:58.734764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:56:58.734896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:01.741129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:01.745533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:01.749603] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:01.753673] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:01.753790] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:04.759119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:04.763237] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:04.766988] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:04.770532] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:04.770622] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:07.777137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:07.782632] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:07.787804] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:07.792731] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:07.792864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:10.800450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:10.805223] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:10.809514] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:10.813209] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:10.813289] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:13.817926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:13.822768] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:13.827323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:13.831079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:13.831166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:16.837146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:16.841326] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:16.845178] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:16.849499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:16.849610] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:19.854767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:19.859234] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:19.864317] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:19.869236] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:19.869362] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:22.875880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:22.880453] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:22.884159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:22.887916] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:22.888000] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:25.895242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:25.901281] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:25.907235] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:25.912548] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:25.912710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:28.918241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:28.923280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:28.927295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:28.931196] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:28.931284] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:31.936991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:31.940935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:31.944770] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:31.949033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:31.949107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:34.954523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:34.958776] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:34.962482] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:34.966312] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:34.966430] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:37.972161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:37.976718] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:37.981662] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:37.985731] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:37.985819] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:40.990296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:40.994391] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:40.998628] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:41.003218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:41.003362] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:44.008916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:44.014020] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:44.019232] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:44.023838] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:44.023965] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:47.029303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:47.033369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:47.037496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:47.041473] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:47.041580] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:50.046548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:50.050622] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:50.054356] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:50.058724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:50.058844] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:53.065004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:53.072273] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:53.075858] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:53.079321] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:53.079411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:56.084342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:56.088515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:56.092715] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:56.096849] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:56.096968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:57:59.103167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:57:59.107577] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:57:59.111901] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:57:59.116143] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:57:59.116258] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:02.121814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:02.126812] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:02.130779] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:02.134473] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:02.134567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:05.142857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:05.148600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:05.154601] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:05.160480] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:05.160600] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:08.165295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:08.170449] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:08.175043] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:08.179342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:08.179442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:11.183742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:11.187869] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:11.192396] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:11.196155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:11.196239] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:14.200708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:14.204771] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:14.209149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:14.213283] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:14.213385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:17.218701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:17.223745] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:17.227995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:17.231950] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:17.232042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:20.237532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:20.242180] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:20.245851] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:20.250183] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:20.250346] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:23.255625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:23.259292] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:23.262809] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:23.266287] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:23.266368] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:26.272589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:26.278672] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:26.284315] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:26.290270] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:26.290378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:29.295624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:29.300491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:29.304613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:29.308232] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:29.308316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:32.313916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:32.318243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:32.322256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:32.325976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:32.326059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:35.332493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:35.336712] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:35.340540] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:35.343965] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:35.344041] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:38.351209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:38.355733] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:38.360078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:38.364628] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:38.364812] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:41.372007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:41.377112] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:41.381315] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:41.385350] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:41.385451] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:44.390935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:44.396120] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:44.401934] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:44.406242] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:44.406344] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:47.413513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:47.419958] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:47.425220] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:47.429503] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:47.429590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:50.434414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:50.438358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:50.442215] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:50.446582] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:50.446717] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:53.451460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:53.457515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:53.462819] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:53.467530] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:53.467712] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:56.474870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:56.479452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:56.484398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:56.488284] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:56.488381] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:58:59.496106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:58:59.500964] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:58:59.505290] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:58:59.509419] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:58:59.509523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:02.514483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:02.518687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:02.522549] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:02.526333] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:02.526417] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:05.532095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:05.536576] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:05.540965] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:05.546180] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:05.546352] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:08.552707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:08.558103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:08.563800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:08.568281] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:08.568413] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:11.574362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:11.579728] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:11.584511] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:11.588583] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:11.588720] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:14.594924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:14.600151] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:14.605840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:14.610895] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:14.611016] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:17.617596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:17.621688] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:17.625335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:17.629141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:17.629237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:20.635246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:20.639686] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:20.646367] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:20.653040] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:20.653147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:23.658874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:23.662684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:23.666524] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:23.670227] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:23.670325] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:26.675940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:26.680371] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:26.684776] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:26.689304] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:26.689445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:29.696064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:29.701758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:29.707311] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:29.713002] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:29.713151] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:32.718489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:32.722699] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:32.726957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:32.732009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:32.732139] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:35.738113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:35.742022] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:35.745717] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:35.749357] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:35.749439] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:38.755117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:38.759051] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:38.763988] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:38.767627] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:38.767728] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:41.774184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:41.778704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:41.782949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:41.786805] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:41.786900] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:44.794752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:44.800349] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:44.805367] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:44.809384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:44.809624] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:47.814053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:47.818226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:47.822856] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:47.827024] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:47.827149] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:50.832342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:50.836934] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:50.840991] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:50.845027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:50.845117] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:53.850904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:53.854704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:53.859011] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:53.862689] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:53.862780] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:56.868483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:56.873312] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:56.878337] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:56.883536] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:56.883700] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T18:59:59.890570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T18:59:59.894739] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T18:59:59.899232] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T18:59:59.903301] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T18:59:59.903397] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:02.909066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:02.913835] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:02.918155] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:02.921963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:02.922072] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:05.928983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:05.934259] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:05.939549] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:05.944547] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:05.944690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:08.949504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:08.954141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:08.959488] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:08.964017] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:08.964107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:11.968401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:11.972137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:11.976323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:11.980153] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:11.980249] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:15.188102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:15.224088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:15.261737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:15.266530] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:15.266688] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:18.272351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:18.276544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:18.281385] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:18.285522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:18.285613] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:21.291257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:21.296826] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:21.301404] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:21.305700] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:21.305822] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:24.310844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:24.316483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:24.321723] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:24.328258] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:24.328463] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:27.333303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:27.337457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:27.341966] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:27.348440] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:27.348551] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:30.352618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:30.356374] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:30.360247] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:30.365571] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:30.365700] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:33.371084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:33.375205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:33.379259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:33.383826] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:33.383970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:36.389691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:36.393810] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:36.397525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:36.402057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:36.402182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:39.408974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:39.413002] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:39.416616] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:39.422351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:39.422498] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:42.459114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:42.465768] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:42.470855] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:42.475204] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:42.475304] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:45.480088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:45.483997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:45.489466] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:45.494881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:45.494983] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:48.503322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:48.509764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:48.514810] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:48.524025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:48.524160] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:51.530784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:51.536430] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:51.541516] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:51.546194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:51.546307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:54.552030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:54.557597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:54.562499] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:54.569841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:54.569978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:00:57.574241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:00:57.580468] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:00:57.585017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:00:57.589053] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:00:57.589140] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:00.594678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:00.599766] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:00.604636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:00.609294] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:00.609379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:03.614360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:03.618690] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:03.623474] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:03.628274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:03.628418] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:06.634499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:06.639559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:06.645136] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:06.650280] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:06.650442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:09.656428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:09.661845] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:09.666484] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:09.670676] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:09.670792] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:12.677825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:12.682081] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:12.686094] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:12.689835] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:12.689930] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:15.695060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:15.699989] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:15.704042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:15.708106] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:15.708206] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:18.714095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:18.719765] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:18.724987] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:18.734685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:18.734904] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:21.739463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:21.743074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:21.746630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:21.750172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:21.750258] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:24.755696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:24.759451] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:24.762935] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:24.766324] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:24.766406] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:27.771788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:27.776107] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:27.779890] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:27.783555] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:27.783671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:30.788280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:30.792049] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:30.795579] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:30.799588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:30.799706] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:33.804599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:33.809284] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:33.813621] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:33.822093] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:33.822271] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:36.827452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:36.831615] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:36.836280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:36.840492] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:36.840639] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:39.846396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:39.850612] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:39.855243] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:39.859840] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:39.859956] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:42.865775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:42.870681] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:42.875332] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:42.879747] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:42.879860] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:45.886493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:45.891857] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:45.896454] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:45.900457] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:45.900541] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:48.905261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:48.909386] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:48.913866] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:48.918502] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:48.918584] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:51.924670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:51.929773] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:51.934382] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:51.938376] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:51.938472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:54.943522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:54.947627] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:54.952296] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:54.956952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:54.957069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:01:57.962976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:01:57.968133] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:01:57.972965] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:01:57.978235] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:01:57.978370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:00.983097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:00.987459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:00.991454] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:00.995157] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:00.995245] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:04.001327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:04.006279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:04.011269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:04.015050] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:04.015161] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:07.019930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:07.024075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:07.028183] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:07.032144] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:07.032249] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:10.039117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:10.044225] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:10.050399] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:10.054721] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:10.054858] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:13.085572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:13.090745] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:13.095438] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:13.100225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:13.100346] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:16.105596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:16.111997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:16.118426] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:16.122897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:16.122994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:19.127552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:19.132384] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:19.139151] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:19.145227] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:19.145323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:22.151118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:22.155725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:22.160359] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:22.164700] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:22.164779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:25.170982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:25.176089] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:25.181109] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:25.185994] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:25.186103] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:28.191789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:28.196920] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:28.202328] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:28.207491] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:28.207618] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:31.211878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:31.215299] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:31.219275] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:31.223176] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:31.223514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:34.229025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:34.232993] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:34.236932] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:34.240635] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:34.240772] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:37.245756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:37.250284] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:37.255177] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:37.259626] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:37.259763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:40.264621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:40.269019] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:40.272543] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:40.276427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:40.276547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:43.283560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:43.288215] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:43.292828] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:43.296937] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:43.297050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:46.302703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:46.307942] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:46.312734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:46.317040] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:46.317128] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:49.323670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:49.328305] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:49.332367] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:49.335799] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:49.335879] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:52.342236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:52.348249] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:52.353195] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:52.358821] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:52.358989] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:55.365301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:55.369487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:55.373166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:55.377194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:55.377307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:02:58.382635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:02:58.387188] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:02:58.391974] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:02:58.397330] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:02:58.397432] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:01.404361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:01.408849] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:01.413444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:01.417547] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:01.417674] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:04.423038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:04.427308] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:04.431729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:04.435119] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:04.435200] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:07.440118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:07.444202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:07.448741] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:07.452300] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:07.452402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:10.457552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:10.462255] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:10.466313] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:10.470216] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:10.470305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:13.477710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:13.482448] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:13.486719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:13.491364] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:13.491497] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:16.498442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:16.514505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:16.523171] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:16.530121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:16.530289] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:19.534841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:19.539328] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:19.543738] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:19.548034] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:19.548144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:22.555145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:22.558911] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:22.563058] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:22.567174] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:22.567336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:25.573229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:25.577969] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:25.582496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:25.587931] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:25.588138] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:28.595715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:28.600850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:28.605438] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:28.610105] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:28.610197] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:31.615701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:31.620286] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:31.624233] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:31.629187] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:31.629312] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:34.634832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:34.639483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:34.644364] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:34.649010] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:34.649186] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:37.655204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:37.659686] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:37.663812] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:37.668109] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:37.668196] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:40.674765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:40.679182] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:40.683165] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:40.686693] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:40.686773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:43.693012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:43.698896] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:43.703874] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:43.708841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:43.709020] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:46.713749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:46.718315] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:46.724045] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:46.728615] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:46.728725] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:49.733846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:49.738716] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:49.742913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:49.747270] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:49.747375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:52.752304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:52.756142] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:52.760106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:52.764048] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:52.764142] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:55.770823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:55.775060] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:55.780191] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:55.784782] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:55.784879] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:03:58.790932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:03:58.795444] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:03:58.804191] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:03:58.808332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:03:58.808433] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:01.814193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:01.819576] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:01.825598] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:01.831228] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:01.831337] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:04.836866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:04.841230] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:04.849189] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:04.853724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:04.853810] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:07.858227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:07.862375] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:07.866374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:07.871089] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:07.871192] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:10.876036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:10.880295] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:10.884913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:10.889037] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:10.889155] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:13.905815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:13.909908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:13.913742] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:13.917501] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:13.917600] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:16.922740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:16.926954] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:16.931004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:16.934696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:16.934794] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:19.939891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:19.944853] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:19.949145] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:19.953234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:19.953351] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:22.959293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:22.963629] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:22.967269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:22.971245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:22.971336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:25.976068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:25.980172] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:25.984123] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:25.988042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:25.988132] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:28.992614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:28.996741] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:29.000922] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:29.005079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:29.005195] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:32.010011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:32.014269] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:32.019374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:32.024146] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:32.024264] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:35.030833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:35.035309] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:35.039028] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:35.043026] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:35.043114] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:38.047404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:38.051386] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:38.055526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:38.060113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:38.060234] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:41.065390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:41.069776] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:41.073930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:41.078055] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:41.078306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:44.113666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:44.117841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:44.121691] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:44.125705] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:44.125799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:47.131178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:47.135820] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:47.141102] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:47.144635] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:47.144756] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:50.151074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:50.155148] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:50.158910] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:50.162691] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:50.162774] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:53.168635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:53.172471] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:53.176211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:53.180895] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:53.181011] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:56.187034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:56.191054] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:56.194737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:56.199021] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:56.199159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:04:59.203190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:04:59.206951] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:04:59.211184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:04:59.214682] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:04:59.214767] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:02.220478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:02.225998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:02.231756] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:02.236988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:02.237112] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:05.242541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:05.247491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:05.252628] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:05.257610] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:05.257808] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:08.264259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:08.268197] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:08.272262] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:08.276102] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:08.276223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:11.281854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:11.285625] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:11.289444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:11.294404] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:11.294508] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:14.300703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:14.305523] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:14.312253] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:14.317879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:14.318015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:17.322590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:17.327111] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:17.331635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:17.335815] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:17.335906] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:20.343063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:20.347164] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:20.351002] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:20.354706] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:20.354790] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:23.359517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:23.363360] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:23.367054] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:23.370977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:23.371069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:26.375567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:26.379226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:26.382942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:26.386685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:26.386800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:29.394160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:29.398088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:29.401671] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:29.405504] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:29.405590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:32.411010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:32.415232] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:32.419700] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:32.424129] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:32.424219] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:35.430549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:35.434766] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:35.438959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:35.443093] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:35.443221] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:38.448638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:38.453109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:38.457383] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:38.461620] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:38.461742] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:41.466625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:41.472119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:41.476760] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:41.481349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:41.481499] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:44.488876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:44.494082] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:44.498476] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:44.503454] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:44.503756] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:47.509829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:47.514994] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:47.519362] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:47.523018] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:47.523100] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:50.529897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:50.537265] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:50.543159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:50.547991] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:50.548122] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:53.553437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:53.557892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:53.561962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:53.565486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:53.565571] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:56.569870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:56.574293] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:56.579347] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:56.583767] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:56.583864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:05:59.588800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:05:59.593295] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:05:59.597470] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:05:59.602324] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:05:59.602450] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:02.607607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:02.616135] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:02.620551] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:02.624357] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:02.624446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:05.630753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:05.635769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:05.640543] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:05.645269] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:05.645388] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:08.651221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:08.656372] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:08.660154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:08.664282] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:08.664368] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:11.670537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:11.675871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:11.680349] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:11.684620] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:11.684741] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:14.689203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:14.693129] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:14.696936] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:14.700716] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:14.700829] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:17.705360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:17.709549] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:17.713834] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:17.717496] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:17.717603] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:20.722070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:20.726237] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:20.730625] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:20.734565] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:20.734692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:23.739336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:23.743125] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:23.746783] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:23.750468] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:23.750555] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:26.757238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:26.761753] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:26.765845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:26.769505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:26.769591] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:29.774506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:29.778863] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:29.784204] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:29.788832] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:29.788963] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:32.793957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:32.798486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:32.803309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:32.808260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:32.808382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:35.813795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:35.818524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:35.822358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:35.826385] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:35.826472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:38.832029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:38.836987] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:38.842209] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:38.848056] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:38.848244] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:41.855263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:41.859779] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:41.865282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:41.869917] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:41.870016] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:44.874231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:44.877845] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:44.881410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:44.885007] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:44.885091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:47.889691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:47.894058] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:47.898560] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:47.902229] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:47.902325] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:50.906676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:50.910342] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:50.914111] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:50.917829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:50.917914] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:53.922515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:53.926632] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:53.930536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:53.934401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:53.934496] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:56.940231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:56.945038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:56.949559] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:56.953489] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:56.953601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:06:59.959498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:06:59.964317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:06:59.968456] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:06:59.972329] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:06:59.972454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:02.980033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:02.986899] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:02.993053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:02.999221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:02.999425] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:06.006359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:06.011300] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:06.015825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:06.020221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:06.020318] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:09.026337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:09.031397] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:09.037604] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:09.042270] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:09.042363] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:12.046714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:12.050667] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:12.054133] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:12.057872] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:12.057955] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:15.095682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:15.099912] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:15.104521] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:15.109322] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:15.109443] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:18.114917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:18.120550] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:18.427582] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:18.432105] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:18.432186] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:21.437072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:21.442795] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:21.447263] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:21.452595] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:21.452723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:24.458825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:24.463841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:24.468675] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:24.474139] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:24.474255] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:27.480045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:27.484060] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:27.487779] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:27.491747] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:27.491840] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:30.497415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:30.502369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:30.507712] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:30.512391] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:30.512535] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:33.517598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:33.522480] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:33.527555] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:33.533102] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:33.533265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:36.539009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:36.542874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:36.546290] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:36.550412] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:36.550562] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:39.555386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:39.560361] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:39.565025] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:39.570228] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:39.570347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:42.576230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:42.581350] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:42.586259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:42.591224] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:42.591376] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:45.596815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:45.601317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:45.605307] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:45.609138] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:45.609237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:48.616310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:48.623254] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:48.629627] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:48.633989] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:48.634230] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:51.643180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:51.647877] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:51.651784] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:51.655308] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:51.655389] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:54.660136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:54.664052] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:54.667942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:54.671332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:54.671417] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:07:57.676084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:07:57.680782] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:07:57.685079] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:07:57.689379] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:07:57.689510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:00.696831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:00.702631] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:00.708432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:00.714527] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:00.714711] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:03.719263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:03.723316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:03.727414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:03.736255] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:03.736354] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:06.741319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:06.746119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:06.750242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:06.754085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:06.754176] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:09.759286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:09.763140] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:09.767152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:09.771039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:09.771132] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:12.775348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:12.779459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:12.783709] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:12.787362] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:12.787456] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:15.793052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:15.797131] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:15.800962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:15.805091] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:15.805173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:18.810812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:18.818600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:18.825431] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:18.831233] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:18.831370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:21.836860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:21.841907] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:21.846381] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:21.854436] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:21.854552] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:24.859185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:24.863773] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:24.868184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:24.872015] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:24.872099] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:27.876753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:27.880558] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:27.884413] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:27.888261] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:27.888357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:30.893446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:30.898209] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:30.902243] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:30.906600] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:30.906721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:33.911858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:33.915849] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:33.919793] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:33.923562] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:33.923683] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:36.929592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:36.933526] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:36.937496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:36.941497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:36.941607] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:39.946674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:39.951022] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:39.955038] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:39.959985] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:39.960101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:42.966750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:42.972560] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:42.978762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:42.983930] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:42.984060] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:45.988637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:45.992997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:45.997459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:46.001396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:46.001527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:49.007555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:49.013173] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:49.018810] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:49.023492] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:49.023578] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:52.028243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:52.033019] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:52.036923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:52.041510] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:52.041637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:55.046626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:55.050747] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:55.054939] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:55.059598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:55.059726] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:08:58.066067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:08:58.070755] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:08:58.075147] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:08:58.079415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:08:58.079515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:01.085516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:01.090388] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:01.095502] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:01.099611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:01.099755] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:04.108157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:04.114383] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:04.120607] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:04.127784] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:04.127974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:07.133929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:07.138540] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:07.143371] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:07.147195] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:07.147302] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:10.152540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:10.157049] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:10.161206] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:10.164893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:10.164991] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:13.170144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:13.173834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:13.178088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:13.182893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:13.182983] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:16.190063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:16.195036] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:16.199687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:16.204099] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:16.204243] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:19.210684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:19.215978] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:19.221942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:19.226187] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:19.226273] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:22.231751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:22.236099] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:22.240164] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:22.244408] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:22.244523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:25.248981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:25.253262] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:25.257309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:25.261694] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:25.261825] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:28.268891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:28.274824] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:28.279769] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:28.284777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:28.284890] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:31.292001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:31.296485] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:31.301989] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:31.306131] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:31.306268] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:34.311522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:34.316092] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:34.321408] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:34.325192] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:34.325275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:37.330784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:37.334743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:37.338954] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:37.343061] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:37.343152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:40.349207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:40.352850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:40.356453] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:40.360148] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:40.360228] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:43.367330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:43.371614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:43.375808] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:43.380534] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:43.380710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:46.386292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:46.390554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:46.394409] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:46.398250] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:46.398392] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:49.404500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:49.408976] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:49.414558] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:49.418557] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:49.418636] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:52.424228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:52.428059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:52.431604] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:52.435030] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:52.435115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:55.440685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:55.445040] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:55.449230] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:55.453186] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:55.453298] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:09:58.458534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:09:58.462674] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:09:58.466601] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:09:58.472085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:09:58.472289] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:01.477581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:01.481890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:01.486822] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:01.491149] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:01.491244] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:04.497995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:04.503068] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:04.508269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:04.511979] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:04.512075] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:07.518451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:07.523785] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:07.528573] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:07.533406] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:07.533522] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:10.539001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:10.544416] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:10.549365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:10.553730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:10.553821] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:13.559327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:13.564062] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:13.568296] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:13.572221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:13.572306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:16.609508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:16.646388] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:16.682433] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:16.687779] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:16.687954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:19.696332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:19.701740] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:19.707054] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:19.710927] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:19.711008] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:22.716719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:22.721450] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:22.725786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:22.730186] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:22.730280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:25.735635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:25.740193] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:25.744115] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:25.748269] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:25.748404] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:28.754035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:28.757928] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:28.762021] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:28.766237] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:28.766335] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:31.772547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:31.776635] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:31.781571] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:31.786789] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:31.786907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:34.792204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:34.796088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:34.799739] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:34.803271] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:34.803349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:37.809949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:37.815333] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:37.820322] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:37.825462] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:37.825968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:40.832227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:40.836099] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:40.840158] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:40.844448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:40.844577] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:43.849567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:43.854162] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:43.859179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:43.865258] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:43.865401] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:46.871454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:46.877036] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:46.881930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:46.886983] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:46.887130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:49.897003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:49.911735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:49.926691] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:49.932688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:49.932838] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:52.938877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:52.943459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:52.947539] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:52.952115] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:52.952262] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:55.957935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:55.964161] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:55.969959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:55.975000] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:55.975084] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:10:58.979851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:10:58.984623] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:10:58.989860] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:10:58.994480] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:10:58.994589] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:02.001716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:02.005865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:02.009913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:02.014541] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:02.014662] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:05.019691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:05.023972] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:05.028238] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:05.032026] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:05.032114] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:08.036942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:08.042495] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:08.047608] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:08.052877] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:08.053007] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:11.058205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:11.062444] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:11.067020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:11.071570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:11.071690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:14.076313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:14.081282] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:14.086109] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:14.092008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:14.092320] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:17.128600] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:17.134210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:17.138312] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:17.142706] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:17.142788] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:20.148282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:20.153710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:20.160566] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:20.165979] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:20.166130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:23.171328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:23.176153] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:23.181823] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:23.186222] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:23.186322] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:26.192149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:26.198532] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:26.204863] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:26.209271] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:26.209426] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:29.215273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:29.222247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:29.228272] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:29.232673] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:29.232940] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:32.242668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:32.248899] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:32.254068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:32.258638] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:32.258779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:35.265263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:35.274358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:35.282702] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:35.289182] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:35.289379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:38.295367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:38.303230] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:38.313446] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:38.319432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:38.319599] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:41.324866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:41.328786] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:41.332323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:41.336051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:41.336138] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:44.340157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:44.344306] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:44.348467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:44.352698] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:44.352819] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:47.358285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:47.362144] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:47.366231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:47.370747] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:47.370854] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:50.375974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:50.380877] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:50.385019] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:50.389040] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:50.389152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:53.393592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:53.398942] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:53.403314] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:53.407049] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:53.407141] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:56.412547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:56.416931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:56.421918] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:56.427102] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:56.427258] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:11:59.434401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:11:59.439149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:11:59.443811] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:11:59.448105] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:11:59.448226] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:02.456104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:02.461271] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:02.466040] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:02.471898] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:02.472181] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:05.476336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:05.479905] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:05.483270] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:05.486660] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:05.486756] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:08.491057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:08.494630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:08.498289] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:08.502073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:08.502166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:11.506315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:11.510701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:11.514553] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:11.517961] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:11.518052] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:14.523105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:14.527423] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:14.532746] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:14.536682] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:14.536793] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:17.541913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:17.545910] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:17.549703] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:17.553498] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:17.553589] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:20.558361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:20.562857] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:20.569049] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:20.574602] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:20.574791] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:23.579715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:23.583442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:23.587285] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:23.590947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:23.591036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:26.596530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:26.601077] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:26.606405] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:26.612326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:26.612444] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:29.617674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:29.621708] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:29.625767] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:29.629560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:29.629679] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:32.636243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:32.642147] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:32.647986] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:32.653013] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:32.653101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:35.657606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:35.661734] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:35.665532] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:35.670257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:35.670372] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:38.675354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:38.679441] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:38.684107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:38.688121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:38.688235] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:41.693537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:41.699104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:41.704693] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:41.709924] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:41.710090] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:44.716109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:44.722620] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:44.727979] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:44.732974] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:44.733092] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:47.738533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:47.743886] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:47.749575] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:47.754423] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:47.754546] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:50.770844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:50.781841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:50.791172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:50.801077] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:50.801570] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:53.806849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:53.815087] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:53.818824] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:53.822514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:53.822618] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:56.827306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:56.831461] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:56.835319] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:56.839007] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:56.839115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:12:59.843325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:12:59.846821] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:12:59.850412] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:12:59.853904] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:12:59.853992] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:02.858075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:02.861990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:02.865662] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:02.869407] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:02.869510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:05.874663] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:05.878418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:05.881816] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:05.885465] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:05.885549] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:08.889535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:08.893159] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:08.896677] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:08.900161] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:08.900245] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:11.905610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:11.909552] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:11.913231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:11.916703] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:11.916784] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:14.921978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:14.927933] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:14.932818] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:14.937528] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:14.937630] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:17.942415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:17.947008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:17.952020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:17.955961] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:17.956071] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:20.960939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:20.965639] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:20.969962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:20.974371] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:20.974487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:23.981111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:23.986154] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:23.991267] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:23.995108] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:23.995301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:27.000042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:27.003983] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:27.010786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:27.016113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:27.016298] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:30.021331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:30.025864] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:30.029512] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:30.033405] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:30.033487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:33.037955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:33.042841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:33.046702] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:33.050676] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:33.050774] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:36.055435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:36.059324] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:36.063260] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:36.067214] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:36.067306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:39.072623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:39.076909] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:39.081395] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:39.085424] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:39.085528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:42.095010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:42.101761] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:42.106159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:42.110539] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:42.110825] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:45.117888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:45.122180] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:45.125727] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:45.129555] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:45.129638] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:48.419438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:48.424974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:48.431808] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:48.436722] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:48.436816] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:51.441949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:51.477493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:51.514408] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:51.518428] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:51.518555] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:54.524523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:54.534968] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:54.542479] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:54.547338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:54.547432] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:13:57.552252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:13:57.556575] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:13:57.561385] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:13:57.565144] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:13:57.565246] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:00.571518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:00.575455] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:00.579588] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:00.583786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:00.583882] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:03.590514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:03.595684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:03.600149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:03.606960] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:03.607066] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:06.611717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:06.615580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:06.619542] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:06.623451] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:06.623564] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:09.627839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:09.631690] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:09.635358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:09.639768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:09.639865] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:12.646488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:12.652591] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:12.660456] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:12.667173] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:12.667321] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:15.672252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:15.676176] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:15.679944] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:15.684844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:15.684971] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:18.689515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:18.693294] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:18.697238] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:18.700981] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:18.701126] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:21.707010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:21.713578] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:21.720242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:21.725991] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:21.726118] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:24.730475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:24.736159] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:24.741269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:24.746933] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:24.747042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:27.752274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:27.756939] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:27.761459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:27.765411] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:27.765493] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:30.771343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:30.775895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:30.780679] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:30.784852] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:30.785010] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:33.789790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:33.793973] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:33.797918] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:33.801792] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:33.801905] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:36.809945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:36.815798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:36.820924] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:36.826065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:36.826171] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:39.831873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:39.837279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:39.841699] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:39.845790] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:39.845889] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:42.850344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:42.854063] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:42.857890] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:42.862022] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:42.862116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:45.866776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:45.870565] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:45.874051] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:45.877678] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:45.877779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:48.884057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:48.887736] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:48.891323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:48.895096] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:48.895173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:51.900476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:51.905549] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:51.910343] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:51.914210] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:51.914306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:54.919698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:54.924003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:54.927967] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:54.931467] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:54.931549] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:14:57.937722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:14:57.941796] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:14:57.945968] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:14:57.949699] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:14:57.949796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:00.954939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:00.959413] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:00.963382] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:00.967108] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:00.967219] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:03.972748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:03.977580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:03.982233] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:03.986714] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:03.986874] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:06.991721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:06.995881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:07.004123] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:07.008065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:07.008168] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:10.012887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:10.017389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:10.023831] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:10.028743] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:10.028907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:13.033669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:13.038261] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:13.043041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:13.048010] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:13.048168] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:16.053332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:16.059236] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:16.065256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:16.071253] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:16.071397] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:19.075903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:19.080568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:19.085216] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:19.090428] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:19.090547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:22.095749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:22.131203] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:22.167605] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:22.171279] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:22.171360] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:25.176173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:25.180566] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:25.185864] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:25.190773] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:25.190894] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:28.198928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:28.205358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:28.213436] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:28.218863] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:28.219014] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:31.223097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:31.226740] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:31.230510] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:31.234253] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:31.234348] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:34.238985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:34.243184] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:34.246955] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:34.250993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:34.251089] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:37.256609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:37.261771] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:37.267901] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:37.273916] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:37.274042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:40.280575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:40.286949] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:40.292173] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:40.298570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:40.298757] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:43.304387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:43.308351] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:43.312144] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:43.315936] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:43.316023] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:46.323912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:46.328376] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:46.332419] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:46.336484] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:46.336569] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:49.342967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:49.347078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:49.350819] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:49.354443] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:49.354537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:52.360117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:52.365831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:52.370475] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:52.374119] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:52.374210] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:55.380722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:55.385089] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:55.389140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:55.393118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:55.393202] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:15:58.398955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:15:58.403885] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:15:58.408211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:15:58.413062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:15:58.413190] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:01.418407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:01.423254] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:01.427420] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:01.431590] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:01.431713] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:04.436998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:04.440848] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:04.444720] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:04.448484] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:04.448577] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:07.454218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:07.459930] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:07.465966] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:07.470348] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:07.470472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:10.475298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:10.479521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:10.483843] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:10.487444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:10.487536] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:13.494149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:13.498874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:13.504595] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:13.509809] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:13.509922] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:16.515805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:16.520694] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:16.524851] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:16.529073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:16.529187] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:19.535401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:19.539604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:19.543096] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:19.546570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:19.546671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:22.553381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:22.558377] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:22.563517] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:22.567600] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:22.567799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:25.573130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:25.577114] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:25.581179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:25.585354] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:25.585463] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:28.591447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:28.595588] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:28.599599] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:28.603313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:28.603400] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:31.609706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:31.613871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:31.617805] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:31.621532] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:31.621619] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:34.627519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:34.631433] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:34.635128] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:34.639518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:34.639671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:37.646139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:37.651491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:37.656954] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:37.662073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:37.662244] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:40.667756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:40.671719] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:40.675462] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:40.679278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:40.679365] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:43.684524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:43.688704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:43.693201] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:43.697664] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:43.697803] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:46.703820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:46.709086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:46.714859] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:46.720964] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:46.721088] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:49.728022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:49.733103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:49.736954] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:49.740881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:49.740972] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:52.746864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:52.751302] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:52.755550] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:52.759658] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:52.759767] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:55.765893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:55.770529] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:55.774571] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:55.778623] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:55.778764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:16:58.784191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:16:58.789035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:16:58.792986] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:16:58.797044] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:16:58.797166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:01.803360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:01.808289] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:01.813217] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:01.817608] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:01.817775] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:04.823201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:04.828366] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:04.833464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:04.837770] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:04.837883] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:07.843214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:07.848041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:07.852814] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:07.856957] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:07.857070] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:10.861637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:10.865743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:10.870100] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:10.873828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:10.873921] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:13.879693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:13.885486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:13.890870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:13.895466] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:13.895572] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:16.900525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:16.904886] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:16.909141] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:16.913131] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:16.913247] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:19.918242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:19.921898] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:19.925565] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:19.929245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:19.929328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:22.935165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:22.939665] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:22.944420] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:22.948050] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:22.948135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:25.953475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:25.957784] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:25.961908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:25.965788] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:25.965904] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:28.973575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:28.979331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:28.987342] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:28.995773] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:28.995974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:32.000118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:32.003618] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:32.007154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:32.010993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:32.011083] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:35.017494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:35.022241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:35.027398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:35.033130] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:35.033256] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:38.039491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:38.043758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:38.047599] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:38.052389] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:38.052477] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:41.057962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:41.063157] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:41.067153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:41.071881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:41.071996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:44.079748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:44.084863] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:44.090195] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:44.095089] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:44.095220] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:47.101047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:47.105344] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:47.109349] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:47.113497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:47.113601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:50.121179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:50.125710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:50.129550] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:50.133669] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:50.133783] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:53.139352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:53.176373] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:53.212788] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:53.216808] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:53.216912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:56.221564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:56.225864] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:56.229936] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:56.233762] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:56.233874] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:17:59.238497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:17:59.242452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:17:59.246099] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:17:59.249707] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:17:59.249791] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:02.254172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:02.257813] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:02.261368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:02.265007] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:02.265097] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:05.269598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:05.273613] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:05.278350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:05.282415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:05.282513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:08.287660] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:08.291598] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:08.295758] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:08.300308] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:08.300427] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:11.307049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:11.311521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:11.315467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:11.319305] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:11.319390] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:14.326736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:14.331012] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:14.335167] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:14.340268] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:14.340402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:17.345220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:17.349426] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:17.353590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:17.359057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:17.359197] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:20.364756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:20.368954] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:20.372920] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:20.376766] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:20.376865] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:23.383025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:23.389335] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:23.395190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:23.399467] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:23.399568] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:26.404262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:26.409238] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:26.413104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:26.416839] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:26.416927] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:29.423896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:29.428199] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:29.432401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:29.436144] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:29.436226] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:32.440957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:32.445050] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:32.448820] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:32.452722] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:32.452824] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:35.458436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:35.462957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:35.466991] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:35.470768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:35.470852] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:38.475365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:38.479983] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:38.484518] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:38.489031] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:38.489148] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:41.494851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:41.499189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:41.503458] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:41.507580] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:41.507886] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:44.514330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:44.518761] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:44.523971] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:44.529334] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:44.529449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:47.534567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:47.538459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:47.542441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:47.546445] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:47.546546] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:50.554236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:50.558408] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:50.563430] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:50.568152] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:50.568263] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:53.575255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:53.581194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:53.586958] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:53.592383] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:53.592553] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:56.598566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:56.603228] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:56.607404] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:56.611818] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:56.611981] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:18:59.617905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:18:59.621991] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:18:59.627023] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:18:59.631373] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:18:59.631464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:02.637500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:02.641801] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:02.645816] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:02.650870] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:02.650962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:05.655541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:05.659931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:05.664162] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:05.668563] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:05.668762] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:08.678076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:08.683548] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:08.687551] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:08.691704] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:08.691788] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:11.696860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:11.700816] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:11.705161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:11.709541] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:11.709633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:14.714638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:14.718249] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:14.721893] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:14.725858] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:14.725938] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:17.730887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:17.736095] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:17.739704] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:17.743694] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:17.743775] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:20.749749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:20.754394] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:20.759464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:20.763913] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:20.764030] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:23.769071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:23.774025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:23.778991] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:23.784173] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:23.784318] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:26.788618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:26.792502] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:26.796617] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:26.801006] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:26.801107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:29.807545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:29.812038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:29.815721] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:29.819396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:29.819495] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:32.825196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:32.829319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:32.833909] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:32.838231] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:32.838330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:35.843736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:35.847890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:35.852606] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:35.856586] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:35.856717] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:38.862317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:38.866230] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:38.870040] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:38.873710] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:38.873804] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:41.879680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:41.884012] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:41.888564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:41.893202] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:41.893328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:44.898918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:44.902559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:44.906494] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:44.910602] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:44.910721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:47.915785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:47.919849] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:47.924245] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:47.928266] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:47.928377] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:50.933618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:50.937315] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:50.941151] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:50.945968] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:50.946085] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:53.951678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:53.956079] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:53.960750] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:53.964392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:53.964491] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:56.970148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:19:56.976141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:19:56.982076] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:19:56.987782] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:19:56.987925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:19:59.995283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:00.000769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:00.006900] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:00.011608] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:00.011753] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:03.018291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:03.023146] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:03.027300] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:03.031272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:03.031365] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:06.036944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:06.041585] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:06.046035] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:06.050438] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:06.050547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:09.056978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:09.062094] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:09.066584] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:09.070754] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:09.070867] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:12.075938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:12.080526] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:12.084429] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:12.088072] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:12.088151] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:15.094079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:15.099442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:15.104605] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:15.109768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:15.109892] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:18.145543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:18.180322] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:18.215237] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:18.219613] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:18.219733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:21.252676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:21.258588] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:21.263457] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:21.273325] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:21.274113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:24.281898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:24.287003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:24.291114] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:24.295769] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:24.295918] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:27.303759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:27.311700] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:27.316291] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:27.321555] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:27.321749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:30.330132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:30.334520] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:30.339289] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:30.344371] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:30.345376] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:33.350103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:33.354854] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:33.362417] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:33.366786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:33.366926] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:36.371057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:36.374717] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:36.378487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:36.382178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:36.382272] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:39.386549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:39.390500] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:39.394414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:39.398498] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:39.398597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:42.402955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:42.406832] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:42.410738] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:42.414828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:42.414959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:45.422924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:45.426758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:45.430373] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:45.434066] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:45.434157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:48.438881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:48.443028] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:48.446986] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:48.451164] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:48.451280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:51.456313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:51.461198] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:51.465254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:51.469624] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:51.469750] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:54.473815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:54.477808] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:54.481551] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:54.485585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:54.485693] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:20:57.491181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:20:57.496170] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:20:57.501235] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:20:57.505478] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:20:57.505622] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:00.510897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:00.515474] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:00.520546] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:00.524199] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:00.524303] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:03.529385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:03.533675] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:03.537288] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:03.540966] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:03.541050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:06.545565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:06.549609] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:06.554995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:06.560141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:06.560282] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:09.565867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:09.569755] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:09.573455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:09.578047] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:09.578218] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:12.582380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:12.586672] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:12.590198] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:12.593718] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:12.593806] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:15.598901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:15.604160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:15.608917] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:15.613219] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:15.613332] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:18.618074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:18.622230] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:18.625942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:18.629906] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:18.630019] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:21.636047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:21.640259] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:21.644256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:21.649290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:21.649378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:24.655608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:24.660572] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:24.665490] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:24.669336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:24.669414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:27.674917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:27.679510] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:27.683837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:27.688812] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:27.688949] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:30.694200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:30.698523] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:30.704308] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:30.713793] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:30.713906] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:33.718466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:33.723539] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:33.728509] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:33.732223] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:33.732316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:36.738711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:36.744121] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:36.749368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:36.754060] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:36.754245] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:39.759441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:39.764027] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:39.768884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:39.773684] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:39.773806] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:42.778973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:42.783197] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:42.786858] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:42.790311] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:42.790392] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:45.795119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:45.799052] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:45.803198] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:45.807304] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:45.807414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:48.812261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:48.816381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:48.820399] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:48.824468] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:48.824572] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:51.830092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:51.834141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:51.837892] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:51.842569] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:51.842710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:54.848050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:54.852458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:54.856631] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:54.860618] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:54.860725] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:21:57.865854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:21:57.870194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:21:57.874410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:21:57.879258] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:21:57.879385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:00.884147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:00.888456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:00.892630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:00.896617] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:00.896827] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:03.902670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:03.907505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:03.911946] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:03.916510] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:03.916623] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:06.928273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:06.939384] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:06.947342] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:06.953733] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:06.953882] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:09.959015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:09.963490] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:09.967172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:09.970875] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:09.970957] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:12.976595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:12.981025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:12.987214] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:12.992442] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:12.992543] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:15.999017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:16.004240] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:16.009860] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:16.014309] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:16.014412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:19.018858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:19.023080] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:19.027122] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:19.030986] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:19.031080] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:22.067265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:22.071327] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:22.074948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:22.078765] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:22.078901] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:25.084103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:25.088534] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:25.093023] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:25.097317] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:25.097429] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:28.103456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:28.107410] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:28.111261] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:28.115317] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:28.115434] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:31.121472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:31.126526] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:31.131084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:31.136385] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:31.136565] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:34.142174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:34.148219] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:34.152159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:34.156586] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:34.156844] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:37.162417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:37.166629] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:37.170908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:37.174844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:37.174940] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:40.180147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:40.184597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:40.188734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:40.192996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:40.193113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:43.198532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:43.203163] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:43.208406] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:43.212472] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:43.212570] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:46.220411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:46.224941] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:46.230084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:46.236449] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:46.236575] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:49.242987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:49.248078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:49.252859] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:49.257737] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:49.257892] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:52.262576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:52.267821] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:52.271926] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:52.275627] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:52.275734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:55.281037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:55.286925] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:55.293263] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:55.297769] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:55.297869] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:22:58.302995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:22:58.307552] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:22:58.311671] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:22:58.315385] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:22:58.315476] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:01.320604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:01.324970] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:01.329152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:01.333163] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:01.333250] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:04.338336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:04.342609] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:04.346300] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:04.350127] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:04.350210] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:07.355508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:07.360951] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:07.365291] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:07.369241] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:07.369357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:10.377448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:10.381841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:10.385959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:10.392486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:10.392583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:13.397983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:13.402337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:13.406220] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:13.410238] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:13.410359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:16.415841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:16.420946] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:16.425613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:16.430472] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:16.430591] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:19.437944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:19.443503] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:19.450238] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:19.455870] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:19.456330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:22.463192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:22.467982] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:22.472872] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:22.476963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:22.477050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:25.484025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:25.488591] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:25.494375] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:25.499269] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:25.499399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:28.504271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:28.508687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:28.513426] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:28.517590] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:28.517739] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:31.523003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:31.526918] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:31.531202] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:31.535877] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:31.535988] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:34.542509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:34.546786] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:34.550749] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:34.555167] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:34.555261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:37.564538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:37.568512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:37.572700] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:37.576515] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:37.576626] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:40.581516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:40.585968] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:40.594026] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:40.598977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:40.599082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:43.604335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:43.609151] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:43.613479] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:43.618331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:43.618443] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:46.623508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:46.627358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:46.631429] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:46.635251] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:46.635395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:49.640454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:49.644119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:49.647714] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:49.651401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:49.651485] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:52.658540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:52.663931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:52.670018] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:52.675607] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:52.675769] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:55.682950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:55.693539] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:55.701122] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:55.706178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:55.706285] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:23:58.713466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:23:58.720227] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:23:58.724971] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:23:58.729166] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:23:58.729259] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:01.734706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:01.740115] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:01.744479] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:01.749042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:01.749163] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:04.756085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:04.761448] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:04.767129] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:04.772294] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:04.772561] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:07.778239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:07.782308] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:07.785825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:07.790050] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:07.790182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:10.795140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:10.799037] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:10.802687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:10.806518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:10.806625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:13.811929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:13.815999] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:13.820256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:13.824555] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:13.824738] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:16.830325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:16.833913] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:16.837330] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:16.840951] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:16.841033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:19.845620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:19.849603] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:19.853181] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:19.856935] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:19.857017] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:22.865579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:22.871896] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:22.876027] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:22.881067] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:22.881274] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:25.888288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:25.895046] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:25.900297] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:25.905615] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:25.905869] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:28.912939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:28.918897] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:28.924049] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:28.928724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:28.928889] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:31.934022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:31.937852] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:31.941522] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:31.945441] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:31.945526] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:34.950692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:34.954910] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:34.958956] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:34.963106] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:34.963191] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:37.968247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:37.971928] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:37.975339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:37.978918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:37.979012] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:40.992079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:40.997965] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:41.002377] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:41.007864] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:41.008006] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:44.012665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:44.017929] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:44.021844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:44.025634] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:44.025755] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:47.033276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:47.038423] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:47.042972] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:47.048245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:47.048375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:50.053335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:50.057245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:50.061142] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:50.064762] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:50.064864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:53.092258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:53.098054] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:53.104506] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:53.109245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:53.109445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:56.115404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:56.121051] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:56.125744] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:56.232998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:56.233111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:24:59.238681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:24:59.242524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:24:59.246508] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:24:59.251039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:24:59.251175] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:02.257627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:02.264354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:02.267990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:02.271722] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:02.271799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:05.277603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:05.281512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:05.286417] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:05.290384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:05.290483] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:08.295761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:08.300032] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:08.304504] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:08.308448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:08.308548] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:11.314027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:11.318753] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:11.323308] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:11.328683] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:11.328834] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:14.334922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:14.339930] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:14.344236] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:14.348287] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:14.348373] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:17.353712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:17.358094] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:17.362221] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:17.366686] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:17.366828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:20.372729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:20.377082] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:20.381052] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:20.385111] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:20.385205] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:23.392009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:23.396429] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:23.400377] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:23.404507] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:23.404748] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:26.410063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:26.414615] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:26.418989] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:26.423444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:26.423588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:29.430434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:29.435902] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:29.439978] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:29.445065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:29.445194] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:32.451093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:32.455041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:32.459325] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:32.463388] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:32.463513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:35.469388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:35.473993] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:35.478334] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:35.482091] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:35.482180] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:38.487496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:38.491928] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:38.496335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:38.504770] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:38.504937] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:41.510993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:41.515282] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:41.519704] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:41.523791] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:41.523884] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:44.528476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:44.532592] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:44.536708] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:44.541256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:44.541356] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:47.546344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:47.553711] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:47.557885] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:47.561605] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:47.561733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:50.569166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:50.574017] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:50.578185] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:50.581952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:50.582036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:53.590425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:53.598874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:53.606241] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:53.617462] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:53.618416] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:56.625673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:56.630544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:56.635444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:56.640025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:56.640152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:25:59.644981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:25:59.650371] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:25:59.655488] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:25:59.659562] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:25:59.659702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:02.666235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:02.671976] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:02.676726] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:02.681037] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:02.681291] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:05.686271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:05.690415] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:05.694806] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:05.699007] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:05.699101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:08.705680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:08.711114] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:08.716379] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:08.721230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:08.721374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:11.726975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:11.730770] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:11.734920] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:11.738582] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:11.738692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:14.744798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:14.750319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:14.756265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:14.761952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:14.762089] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:17.768127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:17.773056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:17.777477] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:17.782019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:17.782145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:20.787781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:20.791851] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:20.795569] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:20.799330] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:20.799428] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:23.805558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:23.809529] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:23.814319] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:23.817844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:23.817932] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:26.823026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:26.827706] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:26.832409] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:26.836275] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:26.836380] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:29.841146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:29.844929] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:29.849303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:29.853292] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:29.853413] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:32.859422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:32.864070] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:32.868434] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:32.872920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:32.873054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:35.879389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:35.883554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:35.887531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:35.891519] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:35.891611] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:38.896863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:38.908621] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:38.914042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:38.919037] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:38.919171] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:41.924786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:41.929096] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:41.933412] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:41.937751] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:41.938042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:44.946274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:44.950882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:44.954908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:44.959087] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:44.959221] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:47.965123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:47.969386] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:47.973450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:47.977424] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:47.977532] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:50.983534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:50.988564] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:50.995000] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:50.999083] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:50.999166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:54.005395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:54.009931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:54.014515] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:54.018619] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:54.018745] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:26:57.024025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:26:57.029595] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:26:57.037092] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:26:57.041182] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:26:57.041271] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:00.047118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:00.052574] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:00.057492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:00.061830] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:00.061953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:03.066599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:03.071243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:03.075414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:03.078963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:03.079042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:06.083573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:06.087163] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:06.090690] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:06.094359] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:06.094455] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:09.100030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:09.103873] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:09.107336] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:09.110777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:09.110857] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:12.116485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:12.121025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:12.126187] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:12.131081] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:12.131378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:15.137083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:15.142109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:15.146402] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:15.150498] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:15.150593] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:18.158624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:18.164029] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:18.170093] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:18.175299] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:18.175417] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:21.181783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:21.186801] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:21.190588] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:21.194441] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:21.194523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:24.201559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:24.205291] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:24.208881] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:24.212671] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:24.212754] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:27.223347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:27.228554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:27.234696] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:27.240043] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:27.240178] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:30.245230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:30.249828] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:30.254207] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:30.258692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:30.258790] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:33.263877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:33.268675] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:33.273445] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:33.277278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:33.277371] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:36.282235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:36.286880] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:36.291226] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:36.294946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:36.295031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:39.299735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:39.303728] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:39.307405] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:39.311098] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:39.311185] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:42.317039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:42.322095] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:42.326560] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:42.330568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:42.330695] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:45.336997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:45.342458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:45.346845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:45.350687] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:45.350796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:48.357778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:48.363013] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:48.367268] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:48.371328] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:48.371453] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:51.379518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:51.384113] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:51.388030] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:51.391915] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:51.391994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:54.399854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:54.406274] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:54.412169] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:54.417297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:54.417411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:27:57.426198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:27:57.431454] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:27:57.438009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:27:57.443423] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:27:57.443531] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:00.448588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:00.453449] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:00.458282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:00.462147] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:00.462234] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:03.466908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:03.470517] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:03.474720] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:03.478415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:03.478499] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:06.483286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:06.487559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:06.491330] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:06.495268] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:06.495373] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:09.500499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:09.504160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:09.507730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:09.511541] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:09.511621] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:12.516918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:12.521687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:12.526990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:12.531897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:12.531999] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:15.537036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:15.540899] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:15.544535] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:15.548124] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:15.548210] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:18.553527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:18.557539] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:18.561693] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:18.565585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:18.565704] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:21.571616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:21.576696] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:21.580907] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:21.586482] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:21.586696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:24.592619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:24.596315] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:24.600248] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:24.603979] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:24.604070] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:27.609268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:27.613556] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:27.618154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:27.621992] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:27.622089] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:30.627304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:30.631134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:30.635114] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:30.639330] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:30.639452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:33.645061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:33.650055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:33.654915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:33.661019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:33.661136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:36.666637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:36.671723] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:36.676001] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:36.680209] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:36.680333] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:39.684413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:39.688445] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:39.692237] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:39.696047] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:39.696140] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:42.702785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:42.707892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:42.713166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:42.717077] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:42.717183] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:45.723596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:45.727527] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:45.732233] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:45.737021] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:45.737136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:48.742823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:48.747164] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:48.751453] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:48.755517] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:48.755615] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:51.763137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:51.768523] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:51.773742] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:51.778358] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:51.778461] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:54.783949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:54.789430] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:54.793503] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:54.797128] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:54.797214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:28:57.803625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:28:57.809520] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:28:57.813836] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:28:57.817587] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:28:57.817724] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:00.822086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:00.825733] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:00.829172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:00.832588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:00.832751] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:03.837188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:03.841906] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:03.845842] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:03.849816] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:03.849913] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:06.857008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:06.860841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:06.864507] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:06.868577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:06.868710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:09.875186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:09.880451] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:09.885487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:09.889688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:09.889828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:12.896797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:12.901987] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:12.906176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:12.910505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:12.910617] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:15.916877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:15.921038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:15.926183] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:15.930952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:15.931064] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:18.937547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:18.941906] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:18.946734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:18.951409] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:18.951533] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:21.956915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:21.961873] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:21.965879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:21.970600] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:21.970718] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:24.976477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:24.981103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:24.985327] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:24.989357] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:24.989472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:27.995217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:28.000798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:28.007137] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:28.012382] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:28.012475] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:31.016507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:31.020235] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:31.024325] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:31.028522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:31.028635] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:34.033906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:34.038197] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:34.042310] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:34.046003] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:34.046107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:37.051333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:37.055055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:37.058854] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:37.062435] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:37.062515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:40.069919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:40.075687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:40.082167] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:40.088550] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:40.088845] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:43.094741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:43.099100] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:43.103197] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:43.107436] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:43.107534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:46.113490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:46.117267] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:46.120892] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:46.124421] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:46.124509] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:49.130872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:49.135176] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:49.139494] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:49.143995] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:49.144269] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:52.149753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:52.153639] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:52.157303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:52.162034] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:52.162134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:55.202670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:55.207134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:55.211373] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:55.215619] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:55.215724] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:29:58.221546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:29:58.226733] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:29:58.231257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:29:58.236086] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:29:58.236193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:01.242568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:01.247940] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:01.253078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:01.257344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:01.257442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:04.264067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:04.268429] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:04.274144] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:04.278432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:04.278513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:07.283324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:07.287483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:07.291949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:07.295862] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:07.295939] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:10.301694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:10.305468] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:10.309337] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:10.313082] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:10.313174] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:13.318515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:13.322364] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:13.326881] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:13.331223] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:13.331333] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:16.336098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:16.340389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:16.345168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:16.349636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:16.349782] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:19.385804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:19.421193] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:19.456880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:19.460606] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:19.460710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:22.465948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:22.470883] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:22.476340] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:22.481314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:22.481461] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:25.487189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:25.492374] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:25.497991] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:25.502985] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:25.503109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:28.511288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:28.519210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:28.526869] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:28.530609] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:28.530721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:31.536184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:31.541164] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:31.546298] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:31.550990] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:31.551092] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:34.557249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:34.563419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:34.568697] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:34.573829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:34.573950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:37.579260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:37.583354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:37.586976] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:37.590427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:37.590512] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:40.595262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:40.598933] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:40.602368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:40.605969] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:40.606050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:43.611244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:43.615850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:43.619554] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:43.623275] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:43.623361] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:46.629125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:46.633542] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:46.637552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:46.642310] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:46.642418] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:49.649122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:49.654466] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:49.659231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:49.664030] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:49.664182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:52.671010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:52.676265] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:52.682116] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:52.688591] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:52.688770] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:55.694701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:55.700166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:55.704675] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:55.709213] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:55.709306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:30:58.714691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:30:58.719056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:30:58.723756] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:30:58.727987] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:30:58.728125] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:01.734268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:01.739689] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:01.744964] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:01.750361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:01.750491] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:04.754837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:04.759443] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:04.764275] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:04.768342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:04.768478] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:07.774496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:07.778167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:07.781879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:07.785426] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:07.785507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:10.790011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:10.794021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:10.798011] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:10.801905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:10.802010] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:13.807141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:13.811202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:13.815266] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:13.819722] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:13.819817] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:16.825102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:16.829695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:16.834778] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:16.838903] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:16.839010] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:19.843745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:19.852803] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:19.858060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:19.862468] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:19.862593] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:22.869011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:22.873086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:22.877167] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:22.881435] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:22.881556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:25.885684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:25.893312] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:25.897954] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:25.901794] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:25.901919] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:28.907978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:28.913805] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:28.918808] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:28.923278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:28.923387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:31.928491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:31.933186] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:31.937254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:31.941851] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:31.941976] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:34.948027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:34.954198] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:34.959970] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:34.965044] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:34.965181] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:37.971510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:37.975798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:37.979417] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:37.983084] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:37.983165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:40.994802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:41.006932] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:41.015411] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:41.022453] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:41.022748] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:44.028364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:44.032056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:44.036137] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:44.044712] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:44.044863] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:47.051904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:47.057569] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:47.062527] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:47.067716] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:47.067863] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:50.074515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:50.080447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:50.086325] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:50.091020] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:50.091136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:53.096323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:53.100869] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:53.105109] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:53.109310] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:53.109446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:56.144269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:56.149409] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:56.154561] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:56.159828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:56.159933] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:31:59.165926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:31:59.172425] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:31:59.177019] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:31:59.181415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:31:59.181545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:02.187346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:02.192275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:02.197405] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:02.202418] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:02.202534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:05.208085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:05.212327] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:05.216844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:05.220486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:05.220566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:08.226350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:08.231275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:08.235501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:08.243009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:08.243097] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:11.247512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:11.251246] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:11.254942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:11.258359] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:11.258450] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:14.264511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:14.270076] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:14.275086] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:14.279491] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:14.279637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:17.284833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:17.289561] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:17.293749] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:17.297606] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:17.297757] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:20.304039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:20.308680] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:20.314170] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:20.317816] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:20.317896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:23.322940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:23.327769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:23.336860] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:23.340814] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:23.340901] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:26.346072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:26.352864] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:26.357741] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:26.363567] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:26.363765] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:29.369171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:29.374486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:29.379729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:29.383792] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:29.383878] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:32.388887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:32.393945] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:32.398695] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:32.403860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:32.403984] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:35.410467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:35.415630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:35.419822] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:35.423716] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:35.423805] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:38.428588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:38.432280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:38.436000] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:38.439500] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:38.439585] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:41.444991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:41.448892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:41.452624] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:41.456465] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:41.456561] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:44.461961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:44.466847] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:44.471962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:44.476763] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:44.476867] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:47.482893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:47.488368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:47.493154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:47.497936] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:47.498056] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:50.503347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:50.507381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:50.511228] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:50.514944] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:50.515038] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:53.520572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:53.525063] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:53.529120] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:53.533852] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:53.533974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:56.541095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:56.545418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:56.549558] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:56.553273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:56.553481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:32:59.560187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:32:59.564791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:32:59.569218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:32:59.573159] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:32:59.573257] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:02.579902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:02.585213] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:02.590790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:02.595249] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:02.595368] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:05.599862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:05.603757] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:05.607358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:05.610888] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:05.610974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:08.617977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:08.623259] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:08.627636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:08.633186] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:08.633372] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:11.639513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:11.643755] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:11.647786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:11.651659] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:11.651756] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:14.657336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:14.662276] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:14.667332] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:14.672240] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:14.672364] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:17.677775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:17.688367] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:17.693342] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:17.697340] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:17.697466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:20.703863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:20.708097] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:20.711840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:20.715355] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:20.715448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:23.719930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:23.724051] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:23.728243] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:23.732260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:23.732374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:26.742296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:26.754267] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:26.761108] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:26.768071] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:26.768248] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:29.774485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:29.778597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:29.783337] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:29.787260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:29.787344] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:32.792669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:32.796994] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:32.801444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:32.805433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:32.805526] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:35.811533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:35.816565] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:35.820697] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:35.825512] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:35.825602] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:38.830905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:38.835785] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:38.840336] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:38.844353] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:38.844466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:41.849865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:41.854018] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:41.858432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:41.862536] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:41.862617] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:44.868506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:44.873399] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:44.877289] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:44.881092] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:44.881176] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:47.886347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:47.891874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:47.896525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:47.900998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:47.901113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:50.907518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:50.912386] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:50.916798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:50.921078] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:50.921187] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:53.927045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:53.932948] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:53.937142] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:53.941162] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:53.941280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:56.945972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:56.950056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:56.954186] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:56.958289] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:56.958400] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:33:59.963958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:33:59.968749] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:33:59.972933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:33:59.976475] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:33:59.976573] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:02.982737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:02.987710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:02.992194] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:02.995919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:02.996001] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:06.002825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:06.008132] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:06.013525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:06.018001] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:06.018259] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:09.024129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:09.028959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:09.033374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:09.037213] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:09.037303] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:12.042922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:12.047135] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:12.050980] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:12.054898] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:12.054988] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:15.061068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:15.066407] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:15.070289] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:15.074402] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:15.074501] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:18.079501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:18.084380] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:18.090218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:18.095943] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:18.096073] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:21.101262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:21.105204] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:21.109297] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:21.113907] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:21.114006] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:24.119929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:24.124936] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:24.129337] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:24.132953] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:24.133038] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:27.328583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:27.333059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:27.337373] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:27.341531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:27.341613] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:30.347133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:30.382972] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:30.388126] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:30.392708] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:30.392807] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:33.398905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:33.404747] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:33.409639] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:33.414619] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:33.414810] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:36.419506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:36.426002] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:36.432215] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:36.437855] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:36.438208] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:39.443045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:39.446972] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:39.451093] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:39.454841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:39.454934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:42.459789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:42.463381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:42.467187] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:42.471053] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:42.471257] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:45.477074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:45.480801] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:45.485288] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:45.489177] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:45.489295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:48.494935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:48.498851] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:48.502418] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:48.505982] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:48.506067] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:51.511552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:51.515985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:51.520207] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:51.524181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:51.524321] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:54.531387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:54.537119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:54.542358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:54.547689] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:54.547842] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:34:57.552090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:34:57.555608] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:34:57.560105] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:34:57.563839] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:34:57.563927] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:00.569541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:00.573964] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:00.578106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:00.582306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:00.582402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:03.587770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:03.592976] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:03.596948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:03.600878] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:03.600973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:06.606441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:06.611056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:06.615483] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:06.620334] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:06.620447] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:09.626103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:09.630130] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:09.634342] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:09.638574] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:09.638682] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:12.643593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:12.648798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:12.653949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:12.658770] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:12.658894] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:15.663885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:15.667633] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:15.671636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:15.675157] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:15.675247] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:18.682707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:18.687949] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:18.692763] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:18.697518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:18.697628] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:21.703660] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:21.709030] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:21.714110] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:21.718805] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:21.718989] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:24.725272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:24.730067] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:24.734174] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:24.743517] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:24.744039] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:27.757025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:27.766266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:27.773259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:27.781233] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:27.781424] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:30.785701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:30.790982] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:30.796339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:30.800863] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:30.800987] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:33.806086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:33.810412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:33.814378] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:33.818096] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:33.818208] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:36.823096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:36.827330] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:36.831223] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:36.835022] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:36.835157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:39.840354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:39.844475] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:39.848738] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:39.852980] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:39.853083] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:42.859877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:42.864105] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:42.867944] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:42.871828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:42.871939] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:45.880059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:45.886408] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:45.891525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:45.897901] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:45.898061] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:48.904024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:48.913222] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:48.919833] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:48.924916] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:48.925022] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:51.929593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:51.933756] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:51.937581] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:51.941694] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:51.941788] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:54.947434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:54.952361] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:54.957553] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:54.966351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:54.966512] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:35:57.971586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:35:57.975759] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:35:57.979733] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:35:57.983443] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:35:57.983531] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:00.990426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:00.996779] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:01.014753] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:01.020617] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:01.020832] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:04.025529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:04.029189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:04.032563] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:04.036015] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:04.036109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:07.040575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:07.044436] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:07.048242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:07.051911] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:07.052022] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:10.058795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:10.064352] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:10.069537] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:10.075848] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:10.075995] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:13.080630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:13.084231] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:13.087789] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:13.091208] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:13.091287] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:16.095694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:16.099524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:16.103115] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:16.106678] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:16.106771] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:19.110980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:19.114490] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:19.117997] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:19.121474] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:19.121559] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:22.126715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:22.130488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:22.134950] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:22.139181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:22.139266] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:25.145121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:25.149487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:25.153007] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:25.156470] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:25.156551] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:28.161683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:28.165863] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:28.170610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:28.174437] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:28.174522] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:31.180215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:31.186364] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:31.190810] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:31.195199] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:31.195300] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:34.200998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:34.205495] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:34.209396] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:34.213386] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:34.213492] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:37.218582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:37.223118] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:37.227175] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:37.230728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:37.230811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:40.235433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:40.239188] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:40.243219] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:40.247224] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:40.247310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:43.251995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:43.256482] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:43.260736] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:43.264499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:43.264598] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:46.269913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:46.273732] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:46.277208] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:46.280704] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:46.280786] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:49.285244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:49.288860] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:49.292309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:49.295825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:49.295911] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:52.301492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:52.307132] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:52.311693] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:52.316022] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:52.316295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:55.322701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:55.328712] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:55.333136] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:55.339626] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:55.339762] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:36:58.347469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:36:58.352021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:36:58.355741] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:36:58.360130] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:36:58.360275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:01.366639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:01.371507] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:01.376496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:01.380976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:01.381070] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:04.386794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:04.392225] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:04.396492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:04.400725] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:04.400958] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:07.407880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:07.413241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:07.418273] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:07.424303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:07.424480] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:10.429033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:10.432720] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:10.436303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:10.440309] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:10.440427] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:13.445695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:13.449389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:13.453281] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:13.457777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:13.457865] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:16.464424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:16.469622] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:16.474485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:16.479250] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:16.479332] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:19.484952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:19.489584] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:19.493546] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:19.497611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:19.497763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:22.503290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:22.512948] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:22.517938] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:22.521635] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:22.521768] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:25.527190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:25.531389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:25.535518] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:25.539460] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:25.539551] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:28.546608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:28.550714] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:28.554614] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:28.558485] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:28.558596] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:31.563395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:31.569001] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:31.573798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:31.578209] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:31.578329] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:34.583279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:34.588417] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:34.592407] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:34.595919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:34.595999] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:37.600428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:37.604389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:37.608369] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:37.612733] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:37.612866] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:40.620009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:40.625038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:40.629899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:40.634212] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:40.634324] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:43.641749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:43.646372] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:43.650335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:43.654661] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:43.654747] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:46.660202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:46.665106] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:46.669399] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:46.674486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:46.674608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:49.681543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:49.686690] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:49.691713] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:49.696549] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:49.696671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:52.702893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:52.707369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:52.711636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:52.715706] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:52.715863] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:55.722946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:55.729068] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:55.734377] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:55.738341] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:55.738441] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:37:58.751002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:37:58.755008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:37:58.759273] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:37:58.763238] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:37:58.763330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:01.769092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:01.775332] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:01.781900] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:01.788008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:01.788144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:04.795228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:04.802065] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:04.809958] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:04.816426] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:04.816560] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:07.823564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:07.829637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:07.835932] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:07.840690] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:07.840811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:10.846375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:10.851232] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:10.855366] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:10.859118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:10.859207] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:13.863546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:13.867344] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:13.871501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:13.875446] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:13.875544] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:16.884789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:16.888719] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:16.892593] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:16.896495] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:16.896599] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:19.902488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:19.907531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:19.913346] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:19.918826] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:19.919014] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:22.924170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:22.928786] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:22.932981] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:22.937049] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:22.937173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:25.942250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:25.947190] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:25.952467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:25.956673] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:25.956776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:28.961734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:28.965450] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:28.969151] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:28.972857] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:28.972948] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:31.978420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:31.982626] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:31.986771] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:31.990293] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:31.990396] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:34.996511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:35.001662] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:35.006365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:35.011325] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:35.011460] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:38.016231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:38.021415] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:38.025611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:38.029467] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:38.029566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:41.034814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:41.039582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:41.043407] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:41.046868] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:41.046947] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:44.052970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:44.058334] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:44.063209] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:44.068554] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:44.068791] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:47.075129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:47.079471] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:47.083580] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:47.088190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:47.088295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:50.094269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:50.098300] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:50.101858] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:50.105669] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:50.105754] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:53.112527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:53.116341] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:53.120120] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:53.123635] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:53.123745] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:56.129480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:56.134090] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:56.138053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:56.142126] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:56.142280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:38:59.149416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:38:59.154055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:38:59.157790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:38:59.161427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:38:59.161531] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:02.166749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:02.171600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:02.177019] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:02.181506] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:02.181677] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:05.188137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:05.192189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:05.196612] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:05.200384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:05.200470] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:08.206395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:08.210538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:08.214503] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:08.218936] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:08.219210] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:11.224298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:11.228621] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:11.232772] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:11.236929] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:11.237042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:14.242543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:14.246566] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:14.250713] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:14.254570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:14.254685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:17.261882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:17.265701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:17.269241] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:17.272800] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:17.272887] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:20.278490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:20.282365] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:20.286074] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:20.290121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:20.290229] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:23.294459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:23.298079] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:23.302153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:23.305940] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:23.306045] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:26.313127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:26.319074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:26.324707] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:26.329896] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:26.330015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:29.338614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:29.343007] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:29.346555] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:29.351346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:29.351517] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:32.358268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:32.363189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:32.367630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:32.371311] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:32.371401] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:35.376812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:35.380599] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:35.384750] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:35.389061] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:35.389166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:38.395911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:38.406766] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:38.413587] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:38.420938] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:38.421120] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:41.425803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:41.433714] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:41.437497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:41.442218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:41.442350] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:44.447140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:44.451417] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:44.455868] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:44.459993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:44.460099] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:47.465454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:47.470277] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:47.475211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:47.479549] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:47.479665] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:50.484466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:50.489020] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:50.494076] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:50.499895] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:50.499994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:53.507162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:53.512621] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:53.516973] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:53.520802] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:53.520885] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:56.528625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:56.533773] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:56.537693] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:56.541393] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:56.541475] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:39:59.546320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:39:59.550512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:39:59.555026] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:39:59.559065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:39:59.559187] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:02.563619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:02.570706] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:02.581552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:02.585172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:02.585261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:05.594734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:05.602145] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:05.612164] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:05.618946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:05.619112] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:08.623788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:08.628110] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:08.632334] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:08.636454] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:08.636577] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:11.642316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:11.647827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:11.652767] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:11.656971] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:11.657063] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:14.662432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:14.667363] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:14.671562] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:14.676371] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:14.676464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:17.680789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:17.685734] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:17.689844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:17.694099] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:17.694216] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:20.726489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:20.763508] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:20.800187] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:20.804303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:20.804392] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:23.809048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:23.813275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:23.817968] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:23.821622] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:23.821735] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:26.826027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:26.829914] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:26.833682] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:26.837358] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:26.837446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:29.841967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:29.845864] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:29.850181] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:29.854529] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:29.854620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:32.861283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:32.866020] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:32.870012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:32.873538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:32.873622] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:35.880383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:35.886120] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:35.892236] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:35.898675] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:35.898849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:38.904358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:38.908630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:38.912888] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:38.917249] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:38.917357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:41.922898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:41.927301] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:41.931464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:41.935636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:41.935746] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:44.942265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:44.948283] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:44.953527] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:44.958779] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:44.958910] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:47.965070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:47.972047] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:47.978176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:47.982360] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:47.982486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:50.987179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:50.991736] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:50.996967] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:51.001271] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:51.001363] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:54.006598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:54.011278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:54.015932] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:54.020009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:54.020109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:40:57.025045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:40:57.028955] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:40:57.032678] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:40:57.036599] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:40:57.036729] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:00.047839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:00.054486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:00.059240] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:00.065457] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:00.065752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:03.070961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:03.106507] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:03.143268] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:03.147825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:03.147915] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:06.152968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:06.158279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:06.163345] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:06.168479] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:06.168604] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:09.174456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:09.178507] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:09.183715] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:09.187884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:09.187981] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:12.192862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:12.197166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:12.202041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:12.206900] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:12.207020] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:15.213010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:15.218433] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:15.222630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:15.226598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:15.226857] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:18.233096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:18.237206] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:18.241092] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:18.244998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:18.245101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:21.251285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:21.255562] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:21.259627] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:21.263556] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:21.263683] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:24.269164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:24.274049] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:24.278159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:24.282176] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:24.282273] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:27.289242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:27.293075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:27.297730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:27.301915] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:27.302003] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:30.306390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:30.310510] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:30.314399] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:30.318340] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:30.318456] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:33.323441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:33.328863] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:33.334149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:33.338519] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:33.338637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:36.344372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:36.348610] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:36.352444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:36.356127] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:36.356230] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:39.362288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:39.366951] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:39.372909] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:39.377168] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:39.377273] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:42.383460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:42.388096] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:42.393104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:42.397082] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:42.397216] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:45.401757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:45.405947] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:45.410933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:45.416540] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:45.416736] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:48.421974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:48.426747] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:48.431513] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:48.436560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:48.436709] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:51.442207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:51.446569] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:51.450553] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:51.454491] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:51.454583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:54.460166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:54.464003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:54.467558] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:54.471178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:54.471272] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:41:57.478282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:41:57.485259] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:41:57.489441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:41:57.493258] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:41:57.493344] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:00.498420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:00.502226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:00.505903] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:00.509482] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:00.509570] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:03.515309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:03.521176] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:03.526176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:03.530624] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:03.530777] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:06.537986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:06.542127] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:06.546006] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:06.550004] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:06.550100] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:09.556597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:09.562214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:09.566398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:09.571269] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:09.571434] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:12.577610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:12.584568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:12.589283] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:12.595039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:12.595158] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:15.600440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:15.604889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:15.610321] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:15.614116] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:15.614218] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:18.620049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:18.624437] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:18.628718] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:18.632902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:18.633025] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:21.639362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:21.643535] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:21.647038] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:21.651621] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:21.651800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:24.656267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:24.660131] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:24.664052] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:24.668360] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:24.668458] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:27.674693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:27.679119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:27.683176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:27.687240] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:27.687356] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:30.693363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:30.697782] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:30.701323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:30.705518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:30.705602] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:33.710366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:33.715065] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:33.719825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:33.723524] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:33.723612] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:36.729446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:36.735724] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:36.740104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:36.744702] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:36.744953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:39.751361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:39.756484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:39.761296] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:39.765896] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:39.765996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:42.771584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:42.775910] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:42.779665] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:42.783385] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:42.783505] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:45.788894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:45.794165] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:45.799702] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:45.804861] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:45.804968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:48.810201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:48.814959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:48.819529] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:48.824148] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:48.824292] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:51.829363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:51.833478] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:51.837336] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:51.840977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:51.841068] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:54.847020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:54.851678] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:54.855515] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:54.859962] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:54.860142] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:42:57.865696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:42:57.869375] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:42:57.873444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:42:57.877126] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:42:57.877216] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:00.885088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:00.889624] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:00.894093] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:00.898601] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:00.898721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:03.903707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:03.907974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:03.912175] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:03.916393] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:03.916557] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:06.922814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:06.928324] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:06.933361] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:06.938175] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:06.938299] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:09.945253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:09.950946] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:09.955815] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:09.959959] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:09.960077] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:12.966666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:12.971212] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:12.975442] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:12.980383] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:12.980501] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:15.986308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:15.990910] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:15.995132] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:15.998996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:15.999088] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:19.003934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:19.008936] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:19.012882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:19.017119] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:19.017234] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:22.022638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:22.026636] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:22.031427] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:22.036879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:22.036986] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:25.043281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:25.048073] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:25.053813] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:25.058515] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:25.058862] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:28.064782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:28.069161] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:28.072913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:28.076898] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:28.077002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:31.082726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:31.087010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:31.094981] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:31.099328] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:31.099427] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:34.104682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:34.140027] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:34.175469] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:34.180252] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:34.180336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:37.187471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:37.193779] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:37.198944] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:37.206398] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:37.206538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:40.211437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:40.217207] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:40.221775] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:40.226672] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:40.226799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:43.235605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:43.241274] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:43.246496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:43.252638] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:43.253264] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:46.259307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:46.263385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:46.267584] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:46.272011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:46.272166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:49.279368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:49.284600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:49.292911] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:49.297864] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:49.297986] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:52.306008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:52.313087] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:52.320971] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:52.332920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:52.333082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:55.338232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:55.343094] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:55.347306] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:55.351266] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:55.351380] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:43:58.358227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:43:58.363358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:43:58.368439] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:43:58.373303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:43:58.373480] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:01.379952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:01.384124] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:01.388564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:01.392557] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:01.392668] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:04.397964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:04.402533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:04.406941] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:04.411215] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:04.411297] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:07.416827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:07.421285] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:07.425148] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:07.429506] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:07.429614] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:10.436149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:10.442133] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:10.448327] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:10.456354] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:10.456484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:13.461696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:13.465566] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:13.469526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:13.473400] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:13.473497] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:16.478351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:16.483286] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:16.488352] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:16.493287] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:16.493458] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:19.501064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:19.505444] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:19.509913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:19.515519] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:19.515673] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:22.520720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:22.525281] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:22.529294] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:22.533521] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:22.533615] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:25.538725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:25.543608] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:25.548545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:25.554503] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:25.554627] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:28.559937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:28.563574] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:28.567758] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:28.571937] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:28.572033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:31.577029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:31.581705] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:31.585534] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:31.589949] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:31.590062] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:34.594880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:34.599489] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:34.604026] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:34.608229] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:34.608326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:37.612924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:37.617395] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:37.621839] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:37.626359] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:37.626454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:40.631763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:40.635259] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:40.638837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:40.642272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:40.642349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:43.647476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:43.652333] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:43.656891] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:43.660946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:43.661054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:46.666738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:46.672322] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:46.679077] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:46.684257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:46.684554] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:49.690363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:49.694970] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:49.699108] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:49.703065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:49.703173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:52.710577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:52.714729] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:52.718538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:52.722819] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:52.722912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:55.727841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:55.731962] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:55.735817] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:55.739945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:55.740082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:44:58.744956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:44:58.748780] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:44:58.752532] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:44:58.755982] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:44:58.756070] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:01.763688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:01.768904] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:01.773057] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:01.777905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:01.778054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:04.783350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:04.789159] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:04.794795] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:04.799684] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:04.799820] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:07.804626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:07.809044] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:07.813638] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:07.818717] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:07.818822] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:10.823662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:10.827501] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:10.831195] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:10.834995] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:10.835113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:13.843091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:13.849820] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:13.855005] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:13.862744] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:13.862894] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:16.868698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:16.873002] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:16.877078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:16.886775] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:16.886979] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:19.892289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:19.896822] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:19.901236] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:19.905134] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:19.905214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:22.911538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:22.915886] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:22.920541] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:22.925023] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:22.925137] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:25.930619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:25.934678] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:25.938147] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:25.941593] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:25.941702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:28.949516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:28.955713] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:28.961972] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:28.967260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:28.967378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:31.972555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:31.976429] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:31.980082] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:31.983741] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:31.983833] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:34.989163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:34.994114] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:34.998607] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:35.002124] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:35.002206] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:38.007847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:38.011970] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:38.016195] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:38.020532] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:38.020633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:41.026502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:41.030353] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:41.034279] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:41.042758] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:41.043308] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:44.048825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:44.053149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:44.057379] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:44.062700] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:44.062814] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:47.073200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:47.078634] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:47.083101] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:47.088442] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:47.088561] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:50.093532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:50.098183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:50.103076] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:50.107218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:50.107346] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:53.112696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:53.116743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:53.120443] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:53.124150] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:53.124240] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:56.131875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:56.136503] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:56.141003] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:56.144444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:56.144528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:45:59.150278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:45:59.154386] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:45:59.158679] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:45:59.162442] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:45:59.162539] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:02.199558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:02.203940] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:02.208274] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:02.212339] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:02.212449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:05.217341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:05.221849] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:05.226121] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:05.230120] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:05.230237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:08.236162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:08.241097] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:08.245803] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:08.251725] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:08.251849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:11.256734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:11.260541] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:11.264474] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:11.268323] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:11.268416] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:14.273568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:14.277446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:14.281551] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:14.285735] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:14.285850] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:17.293104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:17.299913] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:17.304067] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:17.309008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:17.309171] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:20.316749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:20.322114] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:20.328080] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:20.332403] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:20.332491] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:23.337771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:23.341460] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:23.345346] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:23.348989] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:23.349097] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:26.355287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:26.359507] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:26.364571] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:26.368547] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:26.368666] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:29.374456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:29.378865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:29.382668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:29.386496] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:29.386590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:32.393583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:32.398176] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:32.402203] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:32.406170] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:32.406291] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:35.412037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:35.416491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:35.420850] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:35.424529] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:35.424627] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:38.429930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:38.434574] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:38.438771] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:38.442929] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:38.443095] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:41.448311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:41.452144] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:41.456239] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:41.460774] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:41.460891] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:44.467216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:44.472315] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:44.476680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:44.481160] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:44.481260] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:47.487595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:47.492586] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:47.496443] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:47.500811] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:47.500962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:50.506696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:50.511330] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:50.515459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:50.519432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:50.519534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:53.525061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:53.529038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:53.533556] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:53.538114] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:53.538257] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:56.545967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:56.550456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:56.554764] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:56.559036] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:56.559140] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:46:59.564312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:46:59.568914] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:46:59.572587] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:46:59.576121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:46:59.576202] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:02.583418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:02.588936] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:02.594183] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:02.598728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:02.598838] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:05.603960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:05.609459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:05.614198] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:05.618903] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:05.619036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:08.624442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:08.629100] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:08.633488] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:08.637767] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:08.637875] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:11.642934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:11.647126] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:11.651269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:11.655571] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:11.655730] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:14.660780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:14.664825] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:14.669190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:14.673085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:14.673176] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:17.678762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:17.683046] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:17.687378] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:17.692744] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:17.692836] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:20.697922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:20.701661] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:20.705531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:20.709065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:20.709148] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:23.714945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:23.719803] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:23.723861] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:23.727998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:23.728080] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:26.734901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:26.740199] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:26.745569] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:26.750142] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:26.750227] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:29.756496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:29.760458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:29.764045] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:29.767477] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:29.767581] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:32.773229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:32.777149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:32.780899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:32.784810] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:32.784929] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:35.790033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:35.799842] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:35.811609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:35.815273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:35.815357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:38.822085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:38.827883] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:38.834780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:38.839790] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:38.839913] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:41.845050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:41.850166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:41.853968] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:41.857923] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:41.858033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:44.863297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:44.867519] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:44.871866] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:44.876019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:44.876114] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:47.884275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:47.888519] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:47.893009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:47.896926] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:47.897023] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:50.902597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:50.906851] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:50.910459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:50.914548] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:50.914639] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:53.919849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:53.924266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:53.928499] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:53.932079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:53.932165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:56.936209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:56.939947] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:56.943756] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:56.947315] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:56.947404] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:47:59.953084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:47:59.958167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:47:59.963318] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:47:59.968482] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:47:59.968685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:02.974849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:02.980001] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:02.985929] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:02.990042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:02.990281] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:05.996603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:06.002101] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:06.006930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:06.016036] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:06.016177] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:09.021921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:09.026374] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:09.030965] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:09.035133] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:09.035256] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:12.040006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:12.043776] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:12.047428] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:12.050937] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:12.051018] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:15.057796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:15.063160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:15.068392] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:15.073333] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:15.073487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:18.080849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:18.086246] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:18.091794] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:18.096020] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:18.096166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:21.102175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:21.106855] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:21.112432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:21.117170] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:21.117256] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:24.123178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:24.127371] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:24.132020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:24.136737] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:24.136853] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:27.141713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:27.145425] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:27.149064] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:27.152587] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:27.152692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:30.157635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:30.162025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:30.166128] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:30.174350] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:30.174481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:33.226160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:33.230310] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:33.234682] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:33.238633] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:33.238766] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:36.245119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:36.251762] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:36.257730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:36.262526] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:36.262713] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:39.268181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:39.272998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:39.277849] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:39.282988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:39.283160] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:42.289626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:42.294491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:42.298112] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:42.302074] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:42.302179] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:45.307089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:45.310822] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:45.314940] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:45.318884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:45.318995] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:48.324897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:48.329137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:48.333512] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:48.337980] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:48.338077] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:51.344813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:51.348929] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:51.352717] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:51.356451] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:51.356603] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:54.360863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:54.364783] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:54.369068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:54.374274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:54.374377] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:48:57.380545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:48:57.385405] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:48:57.390361] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:48:57.394769] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:48:57.394873] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:00.400924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:00.405406] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:00.409853] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:00.413906] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:00.414009] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:03.419885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:03.423899] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:03.427904] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:03.431742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:03.431830] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:06.437998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:06.442427] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:06.447299] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:06.451108] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:06.451196] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:09.456510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:09.460403] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:09.464364] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:09.468471] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:09.468556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:12.475513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:12.480007] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:12.484323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:12.488782] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:12.488907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:15.495737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:15.499630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:15.503354] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:15.507240] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:15.507337] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:18.512620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:18.516597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:18.520435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:18.524096] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:18.524186] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:21.529789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:21.533962] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:21.537755] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:21.541319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:21.541412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:24.547146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:24.551881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:24.557086] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:24.561518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:24.561673] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:27.567181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:27.570980] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:27.574511] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:27.578108] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:27.578200] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:30.583125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:30.586881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:30.590607] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:30.594378] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:30.594473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:33.602880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:33.610096] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:33.615352] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:33.620295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:33.620438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:36.625607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:36.630587] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:36.636326] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:36.641358] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:36.641480] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:39.647491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:39.651104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:39.654526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:39.658381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:39.658469] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:42.663133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:42.667959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:42.671963] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:42.675935] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:42.676041] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:45.681057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:45.684917] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:45.688821] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:45.693026] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:45.693159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:48.698233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:48.702754] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:48.707531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:48.712250] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:48.712356] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:51.718377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:51.722468] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:51.726543] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:51.730189] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:51.730274] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:54.735800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:54.739453] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:54.742995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:54.746535] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:54.746616] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:49:57.751890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:49:57.755517] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:49:57.759095] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:49:57.763155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:49:57.763282] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:00.768382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:00.772209] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:00.776012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:00.779631] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:00.779746] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:03.786428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:03.791708] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:03.796172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:03.800377] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:03.800473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:06.806233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:06.811488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:06.817084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:06.821206] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:06.821321] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:09.826326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:09.830268] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:09.833830] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:09.837334] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:09.837423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:12.842291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:12.846331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:12.850113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:12.853844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:12.853961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:15.860086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:15.863918] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:15.867455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:15.871073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:15.871157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:18.877029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:18.882057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:18.886139] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:18.890958] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:18.891310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:21.929253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:21.964873] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:22.000478] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:22.005100] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:22.005195] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:25.010203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:25.014174] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:25.018079] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:25.021825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:25.021910] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:28.028043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:28.032705] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:28.037329] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:28.041906] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:28.042011] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:31.046795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:31.051500] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:31.056184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:31.060433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:31.060536] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:34.097231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:34.104148] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:34.111390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:34.121235] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:34.121438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:37.127449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:37.326074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:37.336280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:37.341336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:37.341481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:40.348856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:40.354534] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:40.359208] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:40.363669] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:40.363818] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:43.368077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:43.372136] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:43.376346] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:43.380035] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:43.380117] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:46.384297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:46.388183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:46.392205] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:46.396792] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:46.396903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:49.402943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:49.407038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:49.411169] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:49.415724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:49.415829] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:52.420470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:52.425316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:52.429352] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:52.435817] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:52.435940] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:55.441305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:55.445558] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:55.450002] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:55.455663] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:55.455803] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:50:58.460624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:50:58.464279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:50:58.468570] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:50:58.472220] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:50:58.472312] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:01.478210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:01.483382] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:01.489324] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:01.494556] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:01.494693] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:04.501801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:04.509416] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:04.513812] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:04.517882] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:04.517970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:07.523440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:07.527987] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:07.532822] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:07.536963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:07.537081] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:10.541868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:10.546041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:10.551189] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:10.555123] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:10.555214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:13.559787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:13.563440] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:13.567464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:13.571568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:13.571673] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:16.578336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:16.582297] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:16.586462] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:16.590886] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:16.591002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:19.596794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:19.601255] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:19.605031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:19.608844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:19.608925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:22.614947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:22.621132] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:22.626531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:22.631397] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:22.631547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:25.636004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:25.639914] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:25.644043] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:25.647868] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:25.647953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:28.652888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:28.656980] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:28.665880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:28.672014] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:28.672172] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:31.677018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:31.684332] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:31.695542] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:31.701955] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:31.702152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:34.707672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:34.712264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:34.717044] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:34.724420] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:34.724537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:37.729017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:37.733911] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:37.739489] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:37.743354] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:37.743564] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:40.749312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:40.754498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:40.758745] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:40.763438] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:40.763827] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:43.769412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:43.773368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:43.777897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:43.782560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:43.782689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:46.788091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:46.795477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:46.800564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:46.805104] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:46.805218] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:49.811340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:49.815844] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:49.820597] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:49.825183] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:49.825347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:52.830632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:52.834489] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:52.838031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:52.842314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:52.842462] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:55.846986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:55.850705] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:55.854808] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:55.858722] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:55.858812] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:51:58.864430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:51:58.869126] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:51:58.875252] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:51:58.881481] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:51:58.881729] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:01.887179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:01.892509] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:01.897381] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:01.903627] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:01.903895] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:04.908960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:04.913207] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:04.917374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:04.921261] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:04.921361] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:07.927767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:07.932376] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:07.938046] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:07.942013] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:07.942101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:10.946727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:10.950503] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:10.954127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:10.957788] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:10.957875] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:13.963774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:13.967803] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:13.971755] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:13.975499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:13.975595] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:16.981370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:16.985493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:16.989889] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:16.993625] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:16.993732] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:20.000912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:20.005025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:20.009054] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:20.014549] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:20.014758] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:23.020290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:23.025487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:23.029679] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:23.033671] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:23.033775] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:26.041244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:26.046164] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:26.050695] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:26.055008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:26.055130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:29.061148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:29.066107] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:29.071246] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:29.075339] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:29.075426] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:32.080928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:32.085232] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:32.089413] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:32.093414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:32.093511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:35.130755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:35.135842] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:35.141634] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:35.146033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:35.146123] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:38.151806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:38.156400] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:38.161262] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:38.165925] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:38.166178] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:41.172533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:41.178696] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:41.184020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:41.188212] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:41.188298] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:44.192880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:44.198003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:44.203560] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:44.209692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:44.209866] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:47.217045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:47.227491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:47.232388] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:47.237366] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:47.237485] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:50.246181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:50.251477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:50.256289] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:50.261531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:50.261769] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:53.267895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:53.272885] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:53.278290] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:53.284325] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:53.284521] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:56.288917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:56.292677] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:56.296396] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:56.300705] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:56.300800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:52:59.305837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:52:59.310105] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:52:59.314088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:52:59.322779] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:52:59.322924] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:02.327414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:02.330964] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:02.334861] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:02.338552] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:02.338668] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:05.351359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:05.355476] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:05.359029] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:05.363505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:05.363629] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:08.370669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:08.375370] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:08.379852] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:08.383804] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:08.384054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:11.390108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:11.394302] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:11.399210] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:11.403192] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:11.403308] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:14.408844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:14.413555] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:14.418016] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:14.422238] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:14.422362] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:17.429164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:17.434602] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:17.440870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:17.446411] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:17.446579] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:20.452941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:20.458313] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:20.464389] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:20.469928] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:20.470081] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:23.476136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:23.480941] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:23.486520] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:23.492306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:23.492454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:26.500138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:26.504296] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:26.507945] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:26.511441] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:26.511523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:29.516598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:29.520377] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:29.524605] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:29.528437] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:29.528556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:32.533760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:32.537759] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:32.542078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:32.546357] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:32.546437] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:35.552564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:35.557452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:35.562451] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:35.567415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:35.567546] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:38.574543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:38.584347] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:38.590622] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:38.595521] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:38.595679] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:41.600983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:41.605252] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:41.609188] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:41.612970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:41.613065] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:44.618678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:44.622494] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:44.626210] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:44.629809] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:44.629892] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:47.636785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:47.641445] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:47.646615] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:47.651874] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:47.652152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:50.660211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:50.665041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:50.669576] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:50.673520] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:50.673617] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:53.680626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:53.685179] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:53.690199] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:53.696031] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:53.696183] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:56.701746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:56.706055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:56.710534] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:56.714531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:56.714630] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:53:59.720357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:53:59.724739] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:53:59.728847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:53:59.733128] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:53:59.733268] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:02.738817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:02.742749] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:02.746766] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:02.750977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:02.751061] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:05.757092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:05.760874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:05.765590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:05.769190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:05.769285] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:08.778020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:08.785101] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:08.791050] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:08.796682] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:08.796826] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:11.802308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:11.807283] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:11.811786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:11.817017] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:11.817203] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:14.822445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:14.826528] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:14.831098] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:14.835597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:14.836739] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:17.843365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:17.849731] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:17.854129] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:17.858804] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:17.859044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:20.863756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:20.868588] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:20.872553] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:20.876797] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:20.876908] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:23.882365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:23.886320] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:23.890011] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:23.893488] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:23.893573] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:26.897610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:26.901316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:26.904938] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:26.908683] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:26.908773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:29.912894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:29.916574] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:29.920107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:29.923628] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:29.923742] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:32.927826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:32.931552] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:32.935390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:32.939336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:32.939432] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:35.946025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:35.949793] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:35.954015] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:35.957866] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:35.957944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:38.964702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:38.970976] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:38.976800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:38.982399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:38.982531] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:41.987795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:41.992617] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:41.997890] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:42.002314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:42.002446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:45.008342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:45.012668] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:45.016731] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:45.020808] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:45.020905] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:48.026354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:48.031456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:48.035987] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:48.041011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:48.041314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:51.047564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:51.051635] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:51.056084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:51.060970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:51.061071] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:54.070907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:54.076191] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:54.080662] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:54.084755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:54.084871] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:54:57.092524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:54:57.096909] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:54:57.101093] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:54:57.104960] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:54:57.105045] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:00.110941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:00.116235] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:00.121261] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:00.125832] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:00.125970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:03.131215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:03.135306] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:03.139707] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:03.143112] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:03.143192] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:06.179974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:06.184874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:06.190484] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:06.196273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:06.196445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:09.204870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:09.213385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:09.229037] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:09.237368] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:09.237515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:12.243945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:12.255707] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:12.268021] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:12.273870] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:12.274245] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:15.280069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:15.284554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:15.288676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:15.292772] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:15.292861] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:18.297319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:18.302424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:18.307076] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:18.313022] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:18.313134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:21.319304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:21.323701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:21.330114] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:21.336008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:21.336251] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:24.341921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:24.345627] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:24.350168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:24.354963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:24.355074] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:27.360300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:27.366824] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:27.374447] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:27.384178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:27.384363] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:30.390096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:30.395143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:30.400085] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:30.404561] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:30.404688] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:33.410113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:33.413877] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:33.418452] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:33.422301] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:33.422382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:36.427130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:36.431620] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:36.435994] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:36.440697] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:36.440811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:39.445378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:39.449872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:39.454741] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:39.458347] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:39.458434] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:42.466579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:42.473767] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:42.478514] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:42.483583] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:42.483733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:45.488133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:45.492160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:45.495972] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:45.499564] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:45.499677] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:48.503954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:48.508856] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:48.512909] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:48.517035] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:48.517149] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:51.522204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:51.526035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:51.530060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:51.534110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:51.534193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:54.539707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:54.543831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:54.547491] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:54.551460] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:54.551601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:55:57.557711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:55:57.562198] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:55:57.567042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:55:57.571103] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:55:57.571184] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:00.576219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:00.580584] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:00.584753] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:00.588808] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:00.588909] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:03.594798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:03.599041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:03.604249] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:03.608497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:03.608607] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:06.613748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:06.617473] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:06.621522] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:06.625370] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:06.625470] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:09.631666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:09.637452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:09.643486] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:09.647593] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:09.647749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:12.653084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:12.657357] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:12.661266] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:12.665301] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:12.665395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:15.670908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:15.676686] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:15.680897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:15.684996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:15.685093] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:18.690970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:18.695781] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:18.700769] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:18.705295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:18.705454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:21.711872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:21.715959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:21.720329] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:21.724573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:21.724726] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:24.731477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:24.736305] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:24.741201] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:24.745683] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:24.745903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:27.751349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:27.755101] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:27.758958] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:27.762810] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:27.762900] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:30.769524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:30.775442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:30.781590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:30.786085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:30.786190] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:33.792104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:33.796752] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:33.800690] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:33.804572] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:33.804684] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:36.809944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:36.813816] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:36.817780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:36.822426] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:36.822515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:39.833839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:39.840308] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:39.846171] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:39.851271] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:39.851376] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:42.856865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:42.862054] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:42.866292] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:42.870323] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:42.870465] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:45.876350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:45.880971] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:45.885357] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:45.889728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:45.889876] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:48.896759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:48.901143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:48.906004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:48.910272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:48.910361] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:51.915121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:51.918883] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:51.922258] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:51.925935] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:51.926016] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:54.935441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:54.941336] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:54.946764] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:54.952181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:54.952313] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:56:57.958009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:56:57.962385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:56:57.966309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:56:57.970205] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:56:57.970301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:00.975640] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:00.979308] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:00.983088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:00.986729] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:00.986816] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:03.992526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:03.996953] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:04.001724] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:04.005412] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:04.005495] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:07.041958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:07.047497] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:07.052022] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:07.056337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:07.056461] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:10.063559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:10.267137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:10.303084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:10.307919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:10.308052] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:13.314437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:13.321271] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:13.329422] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:13.333967] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:13.334067] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:16.340027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:16.344676] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:16.350123] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:16.354212] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:16.354305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:19.358786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:19.363794] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:19.368134] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:19.372238] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:19.372345] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:22.376727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:22.380783] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:22.385080] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:22.390291] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:22.390406] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:25.396133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:25.402475] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:25.409904] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:25.415101] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:25.415393] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:28.421396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:28.425364] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:28.429515] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:28.433523] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:28.433634] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:31.438202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:31.442432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:31.446432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:31.451029] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:31.451129] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:34.456559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:34.460533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:34.464695] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:34.468931] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:34.469060] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:37.473682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:37.477470] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:37.481631] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:37.485390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:37.485485] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:40.490209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:40.495195] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:40.500051] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:40.505163] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:40.505265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:43.511227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:43.515606] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:43.519764] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:43.523708] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:43.523792] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:46.528732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:46.532851] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:46.536832] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:46.540981] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:46.541076] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:49.545839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:49.551247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:49.556355] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:49.571892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:49.572086] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:52.578212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:52.582157] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:52.585870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:52.589922] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:52.590008] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:55.596149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:55.601533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:55.606489] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:55.611036] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:55.611157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:57:58.618200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:57:58.623800] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:57:58.627590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:57:58.632060] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:57:58.632207] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:01.637870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:01.642381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:01.646961] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:01.651048] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:01.651202] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:04.656389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:04.660706] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:04.664839] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:04.668876] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:04.668985] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:07.676144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:07.685158] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:07.690231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:07.694388] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:07.694497] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:10.699918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:10.704279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:10.710438] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:10.715389] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:10.715528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:13.721102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:13.725174] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:13.728859] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:13.732670] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:13.732766] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:16.737126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:16.741091] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:16.744911] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:16.748757] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:16.748850] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:19.753281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:19.757916] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:19.762172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:19.766218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:19.766313] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:22.771242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:22.775145] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:22.778829] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:22.782623] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:22.782734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:25.789133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:25.793530] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:25.797506] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:25.801291] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:25.801374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:28.807144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:28.813126] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:28.819326] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:28.824595] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:28.825215] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:31.831004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:31.835762] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:31.840061] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:31.845023] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:31.845134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:34.850147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:34.854836] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:34.859205] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:34.864173] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:34.864288] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:37.870460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:37.875301] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:37.879933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:37.884733] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:37.884849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:40.890229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:40.894924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:40.898990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:40.902821] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:40.902912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:43.909001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:43.914399] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:43.919128] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:43.923046] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:43.923186] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:46.928723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:46.932691] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:46.936221] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:46.939731] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:46.939825] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:49.946703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:49.950994] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:49.955411] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:49.959351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:49.959466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:52.967270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:52.972328] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:52.976926] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:52.981051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:52.981180] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:55.989096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:55.996267] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:56.003730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:56.011590] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:56.011791] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:58:59.017218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:58:59.021477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:58:59.025879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:58:59.030436] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:58:59.030563] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:02.035859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:02.040110] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:02.044278] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:02.048290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:02.048415] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:05.053834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:05.057931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:05.062362] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:05.066302] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:05.066387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:08.102378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:08.106254] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:08.111136] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:08.115265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:08.115358] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:11.120318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:11.125547] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:11.130962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:11.135011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:11.135102] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:14.140742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:14.146402] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:14.152033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:14.156332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:14.156432] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:17.161614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:17.165469] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:17.169273] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:17.172931] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:17.173010] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:20.178180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:20.183008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:20.188301] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:20.192772] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:20.192868] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:23.198285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:23.202985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:23.207259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:23.212134] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:23.212250] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:26.218440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:26.222955] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:26.227103] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:26.231603] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:26.231760] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:29.237733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:29.241996] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:29.246326] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:29.250901] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:29.251200] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:32.257267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:32.261951] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:32.266597] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:32.271318] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:32.271425] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:35.276497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:35.280559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:35.284878] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:35.289685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:35.289792] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:38.295845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:38.300173] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:38.304061] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:38.308085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:38.308184] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:41.313094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:41.317790] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:41.322170] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:41.325902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:41.326147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:44.332291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:44.336202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:44.340497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:44.344109] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:44.344195] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:47.349565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:47.353680] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:47.357623] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:47.361566] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:47.361710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:50.367616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:50.371586] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:50.375582] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:50.380091] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:50.380193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:53.385885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:53.391370] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:53.398318] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:53.403030] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:53.403162] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:56.407856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:56.411889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:56.416685] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:56.420795] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:56.420915] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T19:59:59.426945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T19:59:59.431030] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T19:59:59.434692] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T19:59:59.438506] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T19:59:59.438588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:02.444528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:02.449239] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:02.453526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:02.457938] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:02.458076] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:05.464017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:05.469864] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:05.475216] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:05.483003] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:05.483165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:08.489032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:08.494965] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:08.499961] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:08.507220] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:08.507387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:11.515714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:11.522037] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:11.527781] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:11.532796] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:11.532918] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:14.538163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:14.542453] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:14.546498] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:14.550817] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:14.550917] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:17.556371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:17.560304] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:17.564025] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:17.568322] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:17.568438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:20.575486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:20.580042] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:20.583558] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:20.587546] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:20.587632] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:23.624604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:23.660792] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:23.696806] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:23.702215] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:23.702345] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:26.708157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:26.714101] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:26.719812] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:26.724778] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:26.724915] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:29.730603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:29.735670] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:29.740255] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:29.744119] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:29.744943] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:32.749377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:32.753439] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:32.758215] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:32.762434] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:32.762566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:35.768616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:35.773886] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:35.779743] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:35.784708] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:35.784867] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:38.790758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:38.795935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:38.802237] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:38.807121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:38.807836] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:41.814820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:41.820498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:41.824762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:41.829690] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:41.829790] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:44.834315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:44.838192] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:44.842045] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:44.846010] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:44.846099] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:47.851794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:47.855713] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:47.862612] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:47.868572] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:47.868746] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:50.874754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:50.879908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:50.884613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:50.889787] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:50.889944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:53.896036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:53.901079] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:53.905421] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:53.909476] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:53.909586] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:56.915213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:56.920322] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:56.925114] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:56.929998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:56.930142] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:00:59.935506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:00:59.939606] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:00:59.943638] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:00:59.947448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:00:59.947545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:02.956866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:02.962503] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:02.967149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:02.972468] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:02.972851] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:05.978325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:05.983264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:05.987966] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:05.992120] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:05.992248] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:08.998565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:09.002931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:09.007029] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:09.011182] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:09.011286] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:12.016131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:12.020613] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:12.025766] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:12.029724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:12.029825] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:15.035380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:15.039796] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:15.043802] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:15.048141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:15.048271] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:18.054120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:18.059257] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:18.064370] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:18.068808] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:18.068898] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:21.075538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:21.080493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:21.085915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:21.090253] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:21.090358] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:24.097084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:24.101754] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:24.106482] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:24.112069] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:24.112163] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:27.117988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:27.122746] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:27.127905] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:27.132883] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:27.133002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:30.138504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:30.142666] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:30.146363] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:30.150179] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:30.150272] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:33.155142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:33.159235] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:33.163176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:33.166680] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:33.166773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:36.173190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:36.178315] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:36.182317] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:36.186115] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:36.186217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:39.192956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:39.197457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:39.202562] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:39.208614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:39.208816] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:42.214301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:42.219090] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:42.224352] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:42.228628] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:42.228796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:45.234630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:45.239959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:45.245139] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:45.250349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:45.250490] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:48.255094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:48.259155] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:48.264927] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:48.268726] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:48.268826] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:51.274750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:51.279861] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:51.285191] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:51.290597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:51.290744] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:54.296153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:54.301583] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:54.306529] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:54.311025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:54.311146] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:01:57.316167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:01:57.320900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:01:57.325558] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:01:57.329800] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:01:57.329907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:00.336432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:00.341253] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:00.345218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:00.349757] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:00.349848] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:03.355933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:03.362150] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:03.367179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:03.372201] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:03.372320] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:06.377509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:06.381848] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:06.385890] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:06.389982] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:06.390073] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:09.395596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:09.400289] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:09.404783] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:09.409534] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:09.409677] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:12.414948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:12.420004] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:12.425959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:12.430147] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:12.430265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:15.435371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:15.439711] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:15.443957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:15.447730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:15.447821] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:18.452701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:18.457072] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:18.460820] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:18.464776] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:18.464879] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:21.470410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:21.474670] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:21.478689] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:21.482241] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:21.482336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:24.487263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:24.491404] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:24.495773] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:24.500090] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:24.500205] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:27.506813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:27.512442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:27.517864] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:27.522262] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:27.522394] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:30.527060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:30.531109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:30.534686] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:30.542205] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:30.542349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:33.546617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:33.551207] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:33.556190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:33.560033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:33.560144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:36.565518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:36.569801] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:36.573534] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:36.577464] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:36.577552] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:39.582535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:39.586956] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:39.591611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:39.595547] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:39.595659] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:42.603121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:42.615089] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:42.629610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:42.636041] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:42.636235] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:45.647957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:45.653154] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:45.657364] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:45.662275] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:45.662419] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:48.666618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:48.670455] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:48.674303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:48.678194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:48.678306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:51.682825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:51.686773] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:51.691016] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:51.695057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:51.695145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:54.699353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:54.703017] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:54.706929] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:54.711162] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:54.711305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:02:57.715912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:02:57.719982] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:02:57.723682] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:02:57.727817] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:02:57.727924] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:00.734066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:00.738093] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:00.743492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:00.747747] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:00.747896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:03.752995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:03.757192] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:03.760801] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:03.764234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:03.764335] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:06.771416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:06.776275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:06.781331] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:06.785682] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:06.785767] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:09.791227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:09.795058] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:09.798906] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:09.802931] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:09.803025] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:12.810074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:12.815368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:12.820037] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:12.824352] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:12.824445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:15.830566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:15.835241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:15.840341] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:15.845387] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:15.845505] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:18.850624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:18.855182] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:18.859955] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:18.864058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:18.864182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:21.868944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:21.872688] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:21.876348] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:21.884016] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:21.884130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:24.889506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:24.893274] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:24.897838] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:24.901567] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:24.901684] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:27.906995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:27.911357] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:27.915423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:27.923498] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:27.923711] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:30.930691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:30.934913] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:30.938638] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:30.942832] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:30.942917] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:33.948743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:33.955202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:33.959861] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:33.964562] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:33.964724] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:36.971959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:36.976372] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:36.982228] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:36.987401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:36.987494] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:39.994525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:39.999046] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:40.003059] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:40.007614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:40.007773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:43.013313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:43.018684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:43.023149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:43.027327] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:43.027443] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:46.033248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:46.038191] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:46.043222] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:46.048290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:46.048416] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:49.054197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:49.058611] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:49.062891] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:49.066965] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:49.067053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:52.072080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:52.076095] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:52.080476] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:52.084497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:52.084591] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:55.089605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:55.093776] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:55.097533] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:55.102795] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:55.102908] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:03:58.108515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:03:58.112919] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:03:58.116945] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:03:58.120459] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:03:58.120545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:01.126085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:01.132216] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:01.135937] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:01.140202] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:01.140286] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:04.148030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:04.152419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:04.156610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:04.161046] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:04.161142] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:07.167148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:07.172039] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:07.176083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:07.180186] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:07.180319] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:10.186356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:10.190856] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:10.194762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:10.199319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:10.199682] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:13.205501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:13.213356] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:13.219238] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:13.224067] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:13.224181] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:16.230235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:16.234216] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:16.238374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:16.242394] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:16.242481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:19.247353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:19.251311] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:19.255205] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:19.258893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:19.258974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:22.264972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:22.269636] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:22.273382] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:22.277000] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:22.277082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:25.282951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:25.287743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:25.291806] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:25.295541] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:25.295697] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:28.309599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:28.318622] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:28.327486] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:28.336472] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:28.336672] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:31.341948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:31.346331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:31.350318] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:31.354207] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:31.354305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:34.359798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:34.364758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:34.369096] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:34.373338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:34.373446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:37.378568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:37.385627] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:37.390906] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:37.395719] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:37.395817] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:40.400480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:40.404452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:40.409030] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:40.413378] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:40.413506] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:43.419528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:43.424441] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:43.429134] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:43.432801] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:43.432903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:46.437273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:46.440891] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:46.444713] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:46.448349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:46.448443] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:49.453451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:49.458018] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:49.463016] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:49.467776] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:49.467919] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:52.473905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:52.478838] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:52.483886] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:52.488407] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:52.488495] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:55.494194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:55.498957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:55.503503] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:55.507861] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:55.507978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:04:58.514111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:04:58.518842] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:04:58.523897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:04:58.528094] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:04:58.528203] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:01.534609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:01.539432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:01.543844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:01.548860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:01.549025] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:04.553938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:04.558338] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:04.562589] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:04.567130] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:04.567257] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:07.573348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:07.577486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:07.582468] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:07.586907] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:07.587001] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:10.592545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:10.596580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:10.600396] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:10.603954] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:10.604030] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:13.609829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:13.614354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:13.619880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:13.624742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:13.624855] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:16.631000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:16.636270] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:16.640765] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:16.645278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:16.645382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:19.651771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:19.657215] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:19.662900] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:19.668615] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:19.668829] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:22.673522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:22.678201] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:22.682046] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:22.685839] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:22.685949] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:25.691846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:25.695855] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:25.700676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:25.704698] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:25.704803] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:28.709595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:28.713927] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:28.722193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:28.727081] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:28.727217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:31.733093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:31.737203] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:31.742937] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:31.747210] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:31.747321] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:34.751941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:34.755887] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:34.759948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:34.764466] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:34.764601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:37.769981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:37.774439] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:37.778518] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:37.782124] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:37.782208] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:40.787898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:40.791416] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:40.794941] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:40.798750] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:40.798841] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:43.805154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:43.811008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:43.816625] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:43.821578] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:43.821721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:46.827968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:46.832163] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:46.836594] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:46.841660] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:46.841784] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:49.848127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:49.854041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:49.858898] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:49.863313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:49.863408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:52.869132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:52.873681] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:52.877902] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:52.882244] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:52.882374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:55.888212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:55.892149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:55.896152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:55.900382] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:55.900472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:05:58.906062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:05:58.909891] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:05:58.913464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:05:58.917934] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:05:58.918028] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:01.922897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:01.926863] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:01.930372] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:01.934272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:01.934353] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:04.945570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:04.949703] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:04.953531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:04.956945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:04.957028] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:07.962472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:07.966555] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:07.971545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:07.975763] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:07.975847] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:10.981829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:10.985741] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:10.990881] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:10.994910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:10.994999] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:14.001506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:14.006742] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:14.012178] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:14.248076] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:14.248384] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:17.254609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:17.260042] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:17.265448] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:17.270806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:17.271027] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:20.277255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:20.281237] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:20.285075] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:20.290092] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:20.290272] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:23.296164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:23.300181] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:23.305295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:23.309840] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:23.309949] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:26.317065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:26.323042] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:26.328179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:26.333679] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:26.333824] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:29.341159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:29.347446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:29.353482] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:29.358780] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:29.358905] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:32.364290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:32.368710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:32.372722] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:32.376564] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:32.376702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:35.382045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:35.385618] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:35.389218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:35.392840] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:35.392928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:38.399144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:38.404488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:38.409310] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:38.413698] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:38.413817] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:41.419870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:41.423706] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:41.428237] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:41.432337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:41.432448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:44.437571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:44.442280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:44.447739] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:44.451726] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:44.451818] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:47.457623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:47.461369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:47.465522] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:47.469391] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:47.469476] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:50.475415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:50.480243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:50.485464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:50.489416] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:50.489540] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:53.496325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:53.500475] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:53.504506] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:53.508469] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:53.508571] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:56.515227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:56.519852] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:56.524378] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:56.528730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:56.528866] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:06:59.534559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:06:59.538811] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:06:59.542725] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:06:59.546538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:06:59.546620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:02.551633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:02.555697] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:02.560380] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:02.564960] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:02.565064] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:05.571347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:05.575916] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:05.581350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:05.586905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:05.587025] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:08.594432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:08.599608] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:08.604123] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:08.608409] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:08.608513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:11.615418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:11.620529] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:11.625202] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:11.630797] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:11.630915] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:14.638556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:14.644242] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:14.649671] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:14.653758] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:14.653843] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:17.659493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:17.664571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:17.669061] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:17.673015] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:17.673123] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:20.679724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:20.684587] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:20.689985] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:20.694717] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:20.694843] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:23.703492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:23.708445] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:23.713379] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:23.718752] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:23.718889] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:26.725374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:26.729737] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:26.733493] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:26.737605] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:26.737769] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:29.743202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:29.747383] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:29.751802] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:29.756778] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:29.756903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:32.763881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:32.772084] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:32.776676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:32.780900] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:32.781064] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:35.787359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:35.791747] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:35.795691] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:35.799141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:35.799219] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:38.805299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:38.810312] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:38.814552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:38.818579] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:38.818720] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:41.824605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:41.828900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:41.833271] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:41.837229] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:41.837326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:44.844133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:44.849851] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:44.854971] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:44.859282] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:44.859394] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:47.864828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:47.869415] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:47.873773] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:47.878245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:47.878373] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:50.883811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:50.892337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:50.896800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:50.901331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:50.901549] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:53.908159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:53.912496] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:53.916821] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:53.920758] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:53.920849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:56.926812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:56.930528] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:56.934616] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:56.938506] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:56.938592] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:07:59.943620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:07:59.947173] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:07:59.950926] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:07:59.954810] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:07:59.954896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:02.961992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:02.967356] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:02.972073] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:02.976585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:02.976711] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:05.983230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:05.987697] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:05.991609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:05.995666] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:05.995776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:09.002477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:09.007353] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:09.016604] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:09.021139] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:09.021277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:12.062548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:12.068198] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:12.072880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:12.077775] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:12.078009] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:15.086576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:15.294137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:15.302427] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:15.307907] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:15.308048] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:18.312273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:18.318047] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:18.324065] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:18.329203] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:18.329326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:21.333692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:21.338484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:21.343778] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:21.349529] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:21.349770] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:24.355892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:24.360895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:24.366425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:24.371289] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:24.371429] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:27.376838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:27.381736] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:27.387014] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:27.392114] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:27.392478] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:30.396690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:30.400501] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:30.404310] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:30.409556] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:30.409689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:33.413783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:33.417378] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:33.422416] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:33.426850] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:33.426972] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:36.431728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:36.435732] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:36.439634] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:36.443303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:36.443407] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:39.447850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:39.451998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:39.455435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:39.458881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:39.458958] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:42.463881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:42.468603] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:42.473388] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:42.477758] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:42.477896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:45.482906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:45.489489] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:45.494151] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:45.498537] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:45.498634] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:48.503160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:48.507215] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:48.512108] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:48.516108] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:48.516213] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:51.521567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:51.525899] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:51.529552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:51.533054] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:51.533134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:54.538995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:54.544996] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:54.552000] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:54.559110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:54.559372] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:08:57.564832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:08:57.569085] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:08:57.572884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:08:57.576692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:08:57.576799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:00.581008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:00.584629] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:00.588164] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:00.591853] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:00.591934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:03.596233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:03.604424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:03.608734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:03.612518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:03.612607] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:06.617362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:06.621798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:06.625792] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:06.630027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:06.630164] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:09.635085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:09.643087] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:09.647586] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:09.651764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:09.651878] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:12.658153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:12.662329] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:12.666926] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:12.670918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:12.671018] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:15.677252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:15.683379] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:15.688020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:15.692067] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:15.692152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:18.698309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:18.703344] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:18.708775] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:18.714829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:18.715021] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:21.719816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:21.724046] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:21.728955] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:21.733400] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:21.733750] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:24.741079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:24.745491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:24.749605] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:24.753787] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:24.753887] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:27.759882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:27.764564] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:27.769220] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:27.773355] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:27.773480] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:30.779621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:30.783522] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:30.787472] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:30.792001] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:30.792245] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:33.797511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:33.801475] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:33.805740] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:33.809560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:33.809678] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:36.817201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:36.821190] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:36.824898] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:36.828562] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:36.828671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:39.834351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:39.838662] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:39.842583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:39.847421] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:39.847510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:42.854941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:42.859924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:42.863933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:42.867798] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:42.867905] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:45.873511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:45.878328] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:45.882719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:45.886661] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:45.886764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:48.895504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:48.900369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:48.905505] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:48.910302] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:48.910433] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:51.916098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:51.920362] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:51.924547] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:51.929506] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:51.929661] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:54.936195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:54.941603] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:54.946693] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:54.951513] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:54.951624] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:09:57.957183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:09:57.962199] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:09:57.967411] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:09:57.972500] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:09:57.972633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:00.979885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:00.986527] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:00.992566] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:00.999009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:00.999741] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:04.005967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:04.011731] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:04.016713] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:04.021232] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:04.021349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:07.026712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:07.031531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:07.036183] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:07.041550] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:07.041723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:10.048396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:10.053524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:10.059707] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:10.065558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:10.065936] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:13.114135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:13.120869] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:13.127435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:13.131665] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:13.131760] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:16.139531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:16.148057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:16.154681] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:16.160909] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:16.161043] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:19.166956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:19.171137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:19.175290] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:19.180309] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:19.180482] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:22.187299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:22.192707] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:22.198589] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:22.204191] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:22.204289] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:25.239751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:25.275677] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:25.312475] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:25.317727] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:25.317855] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:28.322226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:28.327544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:28.332408] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:28.338297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:28.338412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:31.344743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:31.351693] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:31.358127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:31.365346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:31.365483] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:34.371880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:34.376533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:34.380673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:34.384805] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:34.384893] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:37.389816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:37.394147] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:37.398108] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:37.402276] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:37.402357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:40.408831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:40.414171] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:40.419781] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:40.425399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:40.425792] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:43.432703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:43.436799] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:43.440917] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:43.444676] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:43.444777] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:46.450044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:46.454597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:46.459011] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:46.463852] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:46.464030] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:49.469971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:49.474564] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:49.479173] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:49.483284] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:49.483388] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:52.488277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:52.493467] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:52.500116] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:52.506787] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:52.506934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:55.512671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:55.516780] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:55.520298] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:55.524920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:55.525054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:10:58.530602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:10:58.535122] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:10:58.539676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:10:58.544294] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:10:58.544423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:01.550111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:01.554488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:01.559507] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:01.565164] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:01.565483] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:04.571406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:04.575713] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:04.580295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:04.584455] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:04.584555] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:07.591965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:07.597360] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:07.603673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:07.609456] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:07.609614] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:10.615065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:10.620245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:10.624785] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:10.628410] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:10.628495] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:13.633603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:13.638217] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:13.642919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:13.648396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:13.648537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:16.653079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:16.658824] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:16.664914] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:16.669144] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:16.669267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:19.675147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:19.680362] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:19.685089] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:19.689348] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:19.689479] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:22.693893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:22.699105] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:22.704063] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:22.708221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:22.708314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:25.714710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:25.719169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:25.723337] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:25.727796] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:25.727963] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:28.734421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:28.739045] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:28.742582] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:28.746354] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:28.746436] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:31.750715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:31.754996] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:31.759489] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:31.763310] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:31.763401] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:34.767943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:34.772358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:34.776590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:34.780623] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:34.780755] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:37.786363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:37.790610] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:37.794450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:37.798175] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:37.798257] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:40.803993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:40.809180] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:40.813306] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:40.816846] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:40.816923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:43.822281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:43.827175] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:43.832110] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:43.836695] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:43.836805] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:46.843770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:46.848582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:46.853819] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:46.858791] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:46.858912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:49.864877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:49.871166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:49.875923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:49.880251] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:49.880338] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:52.884466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:52.888814] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:52.892441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:52.896154] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:52.896241] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:55.901485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:55.905476] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:55.909427] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:55.913945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:55.914050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:11:58.919367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:11:58.923058] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:11:58.926608] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:11:58.931371] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:11:58.931576] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:01.937334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:01.941828] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:01.945956] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:01.950637] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:01.950784] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:04.958371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:04.962461] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:04.966851] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:04.971134] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:04.971249] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:07.976590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:07.980337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:07.984387] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:07.988445] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:07.988552] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:10.997096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:11.001580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:11.005820] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:11.010082] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:11.010359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:14.047176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:14.051562] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:14.055568] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:14.060105] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:14.060403] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:17.067368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:17.073016] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:17.078140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:17.083140] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:17.083261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:20.090190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:20.094376] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:20.099234] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:20.103458] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:20.103608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:23.108195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:23.112402] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:23.116679] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:23.121073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:23.121174] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:26.126194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:26.131138] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:26.135422] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:26.140057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:26.140161] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:29.145717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:29.149931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:29.154156] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:29.158352] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:29.158594] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:32.163613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:32.167737] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:32.172697] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:32.177759] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:32.177900] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:35.184539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:35.191512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:35.197328] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:35.202825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:35.202949] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:38.207447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:38.211340] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:38.216144] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:38.220230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:38.220347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:41.224889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:41.229721] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:41.233559] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:41.237946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:41.238063] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:44.242550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:44.246190] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:44.249818] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:44.253505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:44.253597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:47.258437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:47.263369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:47.268738] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:47.273417] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:47.273568] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:50.280098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:50.285194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:50.289193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:50.293716] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:50.293854] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:53.300064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:53.304459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:53.309986] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:53.316336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:53.316445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:56.322742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:56.327897] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:56.331897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:56.335958] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:56.336059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:12:59.341617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:12:59.346169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:12:59.350764] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:12:59.355120] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:12:59.355226] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:02.362533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:02.368280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:02.373095] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:02.377493] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:02.377617] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:05.382974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:05.386865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:05.390935] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:05.395375] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:05.395517] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:08.400063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:08.404995] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:08.409947] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:08.414147] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:08.414236] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:11.418952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:11.423505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:11.427795] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:11.433061] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:11.433147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:14.440685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:14.445082] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:14.449341] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:14.452905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:14.452997] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:17.458566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:17.464175] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:17.469639] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:17.473768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:17.473883] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:20.478727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:20.484005] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:20.488786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:20.493937] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:20.494065] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:23.499278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:23.504003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:23.508200] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:23.512762] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:23.512885] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:26.518636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:26.523062] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:26.527904] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:26.531811] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:26.531928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:29.537237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:29.541167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:29.545860] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:29.550049] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:29.550153] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:32.556748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:32.561057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:32.565798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:32.569928] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:32.570034] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:35.576338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:35.581412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:35.585334] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:35.589338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:35.589426] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:38.597263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:38.603768] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:38.615378] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:38.621845] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:38.622040] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:41.626995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:41.631317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:41.635963] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:41.639710] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:41.639808] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:44.644787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:44.649816] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:44.655066] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:44.661041] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:44.661308] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:47.667777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:47.672099] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:47.676312] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:47.679996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:47.680083] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:50.685805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:50.689449] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:50.693258] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:50.697046] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:50.697134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:53.702885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:53.707186] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:53.711895] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:53.716388] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:53.716486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:56.722765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:56.727465] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:56.731611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:56.735322] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:56.735410] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:13:59.740440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:13:59.744602] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:13:59.748211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:13:59.751904] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:13:59.751991] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:02.758114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:02.763495] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:02.769017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:02.774379] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:02.774537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:05.780575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:05.785055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:05.789571] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:05.793748] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:05.793844] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:08.800267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:08.804787] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:08.810017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:08.814354] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:08.814459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:11.821862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:11.827251] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:11.832798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:11.838064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:11.838190] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:14.845854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:14.850793] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:14.855083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:14.858829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:14.858916] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:17.867833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:17.874538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:17.883358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:17.888025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:17.888124] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:20.895037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:20.899515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:20.903542] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:20.907456] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:20.907547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:23.916091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:23.920839] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:23.925218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:23.929360] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:23.929446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:26.936435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:26.941184] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:26.945256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:26.949757] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:26.949855] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:29.954801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:29.960317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:29.965222] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:29.969457] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:29.969553] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:32.974793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:32.978662] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:32.982242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:32.985949] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:32.986029] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:35.991863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:35.997534] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:36.005776] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:36.010614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:36.010766] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:39.016040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:39.020131] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:39.025184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:39.030998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:39.031471] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:42.038025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:42.042575] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:42.046802] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:42.051086] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:42.051242] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:45.086296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:45.090333] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:45.094153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:45.097846] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:45.097941] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:48.102986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:48.107904] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:48.112504] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:48.116969] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:48.117096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:51.122378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:51.126554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:51.130185] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:51.133841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:51.133947] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:54.143498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:54.154475] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:54.161563] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:54.167179] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:54.167299] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:14:57.172492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:14:57.176572] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:14:57.180711] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:14:57.184907] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:14:57.185006] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:00.190046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:00.194180] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:00.199239] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:00.204406] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:00.204534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:03.210175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:03.216143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:03.222274] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:03.228355] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:03.228539] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:06.233850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:06.238989] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:06.242960] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:06.247034] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:06.247137] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:09.253163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:09.257851] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:09.262255] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:09.267064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:09.267206] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:12.273137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:12.278710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:12.285402] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:12.290060] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:12.290165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:15.296874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:15.301423] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:15.306673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:15.311910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:15.312037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:18.318597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:18.323529] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:18.329689] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:18.334875] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:18.334994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:21.339715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:21.343963] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:21.348365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:21.352728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:21.352864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:24.358278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:24.362440] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:24.367782] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:24.371774] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:24.371886] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:27.376899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:27.380597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:27.384318] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:27.388307] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:27.388402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:30.393107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:30.396889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:30.400970] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:30.404697] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:30.404781] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:33.409704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:33.413956] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:33.421247] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:33.425474] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:33.425583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:36.430141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:36.434573] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:36.443101] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:36.446755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:36.446835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:39.451555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:39.456055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:39.461568] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:39.466346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:39.466448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:42.470995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:42.475419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:42.479661] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:42.484003] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:42.484114] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:45.489128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:45.492711] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:45.496308] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:45.499977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:45.500078] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:48.507273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:48.512916] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:48.518881] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:48.524171] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:48.524302] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:51.530135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:51.534665] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:51.539063] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:51.542973] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:51.543069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:54.549609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:54.555125] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:54.560778] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:54.565534] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:54.565626] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:15:57.571930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:15:57.578184] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:15:57.583568] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:15:57.588491] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:15:57.588728] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:00.596059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:00.600714] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:00.605588] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:00.610586] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:00.610721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:03.615025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:03.619820] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:03.624604] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:03.628918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:03.629060] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:06.636091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:06.640975] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:06.645597] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:06.650346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:06.650445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:09.658082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:09.663366] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:09.669091] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:09.674075] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:09.674210] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:12.683720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:12.690053] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:12.694859] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:12.699033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:12.699134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:15.703810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:15.707511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:15.711228] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:15.714830] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:15.714914] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:18.720329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:18.726032] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:18.731575] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:18.736671] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:18.736805] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:21.743164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:21.747103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:21.750991] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:21.755344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:21.755444] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:24.761837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:24.767086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:24.771152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:24.775159] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:24.775253] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:27.782413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:27.786703] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:27.790447] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:27.793928] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:27.794022] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:30.799597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:30.803310] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:30.806831] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:30.810617] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:30.810726] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:33.815066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:33.819751] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:33.824090] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:33.828110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:33.828240] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:36.834536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:36.839739] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:36.844887] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:36.849508] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:36.849680] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:39.855424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:39.859574] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:39.863590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:39.867328] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:39.867411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:42.872392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:42.876458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:42.880273] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:42.884417] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:42.884523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:45.889173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:45.893378] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:45.897757] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:45.901484] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:45.901574] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:48.908853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:48.913892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:48.918469] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:48.922123] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:48.922207] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:51.927767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:51.931637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:51.936052] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:51.940210] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:51.940350] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:54.945840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:54.951261] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:54.955818] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:54.965433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:54.965692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:16:57.974101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:16:57.979744] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:16:57.984222] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:16:57.988586] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:16:57.988706] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:00.995894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:01.001776] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:01.007838] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:01.013235] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:01.013368] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:04.017919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:04.021897] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:04.026031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:04.029918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:04.030015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:07.034785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:07.038428] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:07.042410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:07.046193] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:07.046291] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:10.051758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:10.056680] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:10.060772] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:10.064716] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:10.064851] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:13.070186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:13.074896] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:13.079447] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:13.083478] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:13.083581] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:16.118691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:16.122811] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:16.126842] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:16.130863] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:16.130957] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:19.136784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:19.142065] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:19.146086] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:19.150403] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:19.150515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:22.155805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:22.160412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:22.164832] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:22.169142] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:22.169250] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:25.175420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:25.180198] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:25.187387] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:25.193271] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:25.193530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:28.201078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:28.207110] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:28.211726] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:28.215862] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:28.215969] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:31.221995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:31.227012] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:31.233385] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:31.239850] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:31.240037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:34.246127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:34.251383] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:34.255638] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:34.260884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:34.260986] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:37.266607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:37.271680] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:37.276727] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:37.281392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:37.281499] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:40.286385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:40.291511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:40.296059] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:40.300063] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:40.300159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:43.305343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:43.310366] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:43.315790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:43.320743] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:43.320860] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:46.327182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:46.331860] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:46.335913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:46.340373] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:46.340484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:49.356036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:49.366669] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:49.378770] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:49.385375] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:49.385536] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:52.391112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:52.395082] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:52.399729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:52.403740] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:52.403837] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:55.410257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:55.415105] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:55.419520] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:55.423569] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:55.423705] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:17:58.428565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:17:58.432753] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:17:58.436545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:17:58.440245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:17:58.440337] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:01.446015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:01.451315] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:01.456851] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:01.462384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:01.462514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:04.467984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:04.472619] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:04.476425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:04.479945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:04.480028] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:07.485185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:07.489350] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:07.493543] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:07.497876] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:07.497999] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:10.504154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:10.508895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:10.513668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:10.518827] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:10.518930] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:13.525274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:13.529859] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:13.534063] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:13.538041] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:13.538134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:16.543763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:16.548537] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:16.556944] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:16.561401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:16.561497] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:19.569173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:19.575557] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:19.580791] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:19.585401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:19.585511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:22.590897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:22.594745] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:22.598569] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:22.602568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:22.602676] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:25.607924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:25.613035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:25.618889] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:25.624044] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:25.624173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:28.630334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:28.635581] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:28.639893] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:28.643755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:28.643880] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:31.649758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:31.653605] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:31.658593] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:31.662598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:31.662714] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:34.667413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:34.672423] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:34.677637] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:34.683011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:34.683139] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:37.687817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:37.692122] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:37.696309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:37.700021] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:37.700148] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:40.706349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:40.711523] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:40.717001] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:40.722597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:40.722751] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:43.729480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:43.735007] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:43.740041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:43.744665] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:43.744792] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:46.751928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:46.755875] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:46.759563] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:46.763624] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:46.763776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:49.771163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:49.776017] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:49.780242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:49.784062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:49.784145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:52.791515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:52.796929] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:52.802536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:52.806991] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:52.807091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:55.812338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:55.816711] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:55.821149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:55.825291] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:55.825386] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:18:58.829874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:18:58.833959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:18:58.838075] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:18:58.842205] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:18:58.842314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:01.848808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:01.853254] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:01.857202] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:01.860910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:01.861008] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:04.866371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:04.870942] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:04.875899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:04.880696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:04.880829] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:07.886562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:07.890504] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:07.894915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:07.899323] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:07.899451] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:10.904119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:10.908109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:10.911912] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:10.915745] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:10.915830] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:13.921835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:13.926890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:13.931510] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:13.935332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:13.935422] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:16.941274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:16.945558] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:16.950007] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:16.955253] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:16.955448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:19.962489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:19.967327] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:19.971757] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:19.975476] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:19.975582] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:22.983217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:22.988379] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:22.992548] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:22.996939] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:22.997049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:26.002860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:26.007904] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:26.012060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:26.016956] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:26.017083] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:29.022766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:29.027628] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:29.031663] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:29.035548] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:29.035660] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:32.041087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:32.046603] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:32.051485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:32.056140] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:32.056260] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:35.064711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:35.071226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:35.079091] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:35.087589] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:35.087878] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:38.093913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:38.098773] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:38.102682] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:38.106915] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:38.107074] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:41.111787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:41.116441] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:41.124758] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:41.129878] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:41.129980] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:44.137131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:44.141803] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:44.145700] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:44.150085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:44.150377] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:47.189371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:47.196483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:47.203039] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:47.211969] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:47.212217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:50.219040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:50.224493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:50.229919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:50.234495] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:50.234583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:53.241580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:53.245725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:53.249484] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:53.253141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:53.253240] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:56.258595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:56.262745] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:56.266695] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:56.271180] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:56.271307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:19:59.276855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:19:59.282638] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:19:59.287624] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:19:59.293874] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:19:59.294031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:02.300753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:02.305511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:02.311798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:02.317384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:02.317608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:05.323247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:05.327111] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:05.331415] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:05.335509] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:05.335598] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:08.341275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:08.345322] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:08.349308] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:08.353297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:08.353387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:11.358782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:11.363702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:11.368589] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:11.373405] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:11.373556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:14.379577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:14.384014] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:14.387966] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:14.391841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:14.391943] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:17.398307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:17.403040] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:17.407538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:17.411526] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:17.411635] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:20.418756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:20.423256] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:20.427619] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:20.432008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:20.432101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:23.438380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:23.442708] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:23.447288] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:23.451570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:23.451710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:26.489007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:26.524639] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:26.559504] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:26.564264] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:26.564420] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:29.569729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:29.574530] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:29.578140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:29.582203] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:29.582467] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:32.587832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:32.591829] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:32.595913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:32.599823] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:32.599925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:35.605499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:35.609391] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:35.613511] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:35.617197] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:35.617294] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:38.622605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:38.627069] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:38.631373] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:38.635331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:38.635455] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:41.641229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:41.645029] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:41.648637] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:41.652462] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:41.652575] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:44.657806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:44.662012] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:44.665794] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:44.669450] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:44.669541] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:47.675839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:47.680443] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:47.685214] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:47.692369] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:47.692637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:50.698795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:50.703081] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:50.708453] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:50.712879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:50.712977] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:53.718798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:53.723447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:53.728020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:53.732187] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:53.732296] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:56.736968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:56.741354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:56.745635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:56.749764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:56.749879] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:20:59.756274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:20:59.763398] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:20:59.769490] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:20:59.774888] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:20:59.775001] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:02.782471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:02.788879] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:02.794995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:02.800256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:02.800379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:05.805273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:05.809872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:05.814225] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:05.818008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:05.818097] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:08.822997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:08.827266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:08.831212] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:08.834873] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:08.834969] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:11.839714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:11.843258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:11.846800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:11.850577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:11.850683] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:14.855623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:14.860251] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:14.864147] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:14.868063] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:14.868167] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:17.875009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:17.883764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:17.889488] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:17.893374] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:17.893459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:20.899313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:20.905069] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:20.910577] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:20.915756] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:20.915982] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:23.921437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:23.926576] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:23.931716] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:23.937331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:23.937470] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:26.943150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:26.947234] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:26.950896] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:26.955087] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:26.955167] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:29.961125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:29.964996] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:29.968922] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:29.972625] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:29.972735] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:32.978189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:32.983015] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:32.987380] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:32.992531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:32.992752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:35.999413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:36.004267] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:36.009350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:36.013862] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:36.013988] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:39.020101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:39.025576] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:39.031174] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:39.035894] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:39.036328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:42.042445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:42.046639] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:42.050505] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:42.055968] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:42.056259] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:45.061553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:45.066528] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:45.071305] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:45.076260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:45.076371] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:48.112352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:48.116608] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:48.120619] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:48.124616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:48.124737] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:51.131291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:51.136114] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:51.326032] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:51.332009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:51.332163] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:54.337635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:54.341602] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:54.345042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:54.348692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:54.348774] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:21:57.355735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:21:57.360509] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:21:57.365027] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:21:57.369636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:21:57.369771] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:00.375203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:00.379082] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:00.382933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:00.386495] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:00.386584] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:03.392322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:03.397144] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:03.402103] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:03.406629] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:03.406788] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:06.413710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:06.418385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:06.423347] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:06.427868] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:06.427990] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:09.434539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:09.440389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:09.444617] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:09.450869] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:09.451083] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:12.457770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:12.463003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:12.468091] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:12.473121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:12.473267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:15.477706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:15.481764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:15.485768] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:15.489885] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:15.489983] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:18.496326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:18.505171] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:18.509853] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:18.513364] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:18.513445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:21.520613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:21.525560] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:21.531149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:21.535889] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:21.535966] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:24.541577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:24.545417] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:24.549107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:24.552827] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:24.552911] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:27.560026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:27.565187] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:27.570340] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:27.575414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:27.575633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:30.582593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:30.586442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:30.590265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:30.594123] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:30.594216] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:33.601807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:33.606666] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:33.610763] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:33.614535] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:33.614623] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:36.620035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:36.625107] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:36.630091] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:36.634370] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:36.634483] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:39.639956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:39.644764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:39.649624] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:39.654086] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:39.654176] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:42.659525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:42.663583] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:42.667534] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:42.671362] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:42.671449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:45.678006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:45.683245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:45.688824] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:45.694827] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:45.695047] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:48.702396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:48.707470] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:48.711796] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:48.715435] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:48.715530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:51.721438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:51.727149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:51.732358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:51.736522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:51.736637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:54.741863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:54.745537] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:54.749274] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:54.752768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:54.752852] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:22:57.758326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:22:57.761914] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:22:57.765524] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:22:57.769009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:22:57.769123] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:00.776669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:00.780951] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:00.784553] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:00.788576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:00.788709] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:03.795866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:03.800245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:03.804208] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:03.808397] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:03.808507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:06.815259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:06.819116] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:06.822876] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:06.826548] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:06.826634] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:09.832851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:09.837555] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:09.843562] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:09.853427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:09.853621] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:12.859173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:12.863379] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:12.867068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:12.870701] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:12.870793] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:15.875773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:15.879802] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:15.883474] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:15.887234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:15.887337] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:18.892277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:18.896447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:18.900070] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:18.903502] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:18.903588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:21.909610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:21.914677] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:21.919235] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:21.924116] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:21.924293] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:24.931405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:24.938922] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:24.944845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:24.952085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:24.952254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:27.957353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:27.961416] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:27.965196] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:27.970048] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:27.970196] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:30.975264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:30.980270] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:30.984800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:30.989147] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:30.989255] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:33.994878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:33.999078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:34.003145] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:34.007149] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:34.007245] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:37.013782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:37.023521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:37.029045] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:37.033234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:37.033366] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:40.038919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:40.043178] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:40.047148] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:40.051306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:40.051383] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:43.058386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:43.063083] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:43.067066] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:43.072038] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:43.072186] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:46.076901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:46.081137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:46.085623] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:46.089388] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:46.089474] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:49.126084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:49.131197] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:49.136391] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:49.141803] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:49.141934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:52.147587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:52.153062] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:52.157591] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:52.161563] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:52.161692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:55.167526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:55.172754] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:55.178270] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:55.183314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:55.183448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:23:58.189668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:23:58.193637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:23:58.197254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:23:58.201992] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:23:58.202119] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:01.207916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:01.213075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:01.217533] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:01.221815] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:01.221916] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:04.227191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:04.231212] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:04.235899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:04.241576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:04.241722] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:07.248706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:07.253966] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:07.258923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:07.265346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:07.265761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:10.273062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:10.277936] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:10.282475] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:10.287192] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:10.287302] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:13.293075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:13.298029] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:13.302666] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:13.307796] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:13.307897] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:16.313104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:16.317338] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:16.321792] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:16.325721] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:16.325819] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:19.332906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:19.338994] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:19.346326] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:19.351806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:19.351960] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:22.356238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:22.360685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:22.365218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:22.369208] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:22.369295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:25.374344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:25.378682] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:25.382709] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:25.386756] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:25.386855] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:28.392536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:28.397148] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:28.401107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:28.406146] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:28.406272] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:31.411922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:31.416327] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:31.420608] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:31.424812] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:31.424948] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:34.435353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:34.442396] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:34.448128] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:34.453813] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:34.453960] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:37.459882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:37.464184] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:37.469066] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:37.473381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:37.473501] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:40.481411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:40.486760] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:40.495364] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:40.500463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:40.500587] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:43.509007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:43.515056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:43.522083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:43.528711] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:43.528896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:46.533971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:46.538425] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:46.542908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:46.547900] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:46.548034] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:49.555870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:49.560990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:49.566812] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:49.572151] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:49.572258] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:52.578284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:52.583442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:52.590198] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:52.596143] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:52.596304] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:55.600901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:55.604664] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:55.608358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:55.613667] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:55.613757] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:24:58.619676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:24:58.624710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:24:58.630261] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:24:58.635493] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:24:58.635624] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:01.640796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:01.645200] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:01.649463] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:01.653851] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:01.654212] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:04.660821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:04.665715] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:04.669830] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:04.673806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:04.673888] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:07.679942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:07.684497] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:07.688299] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:07.691990] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:07.692079] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:10.698063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:10.702591] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:10.706183] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:10.709729] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:10.709816] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:13.714977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:13.719313] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:13.723208] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:13.727136] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:13.727237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:16.732735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:16.737258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:16.741780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:16.746173] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:16.746316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:19.753420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:19.758834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:19.764037] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:19.768473] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:19.768601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:22.774946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:22.781616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:22.785702] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:22.789432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:22.789517] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:25.793950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:25.798520] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:25.803293] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:25.807391] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:25.807493] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:28.813365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:28.817902] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:28.822152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:28.825825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:28.825905] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:31.832462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:31.836468] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:31.840055] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:31.843753] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:31.843839] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:34.848474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:34.852549] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:34.856421] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:34.860275] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:34.860384] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:37.865775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:37.870071] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:37.874134] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:37.878192] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:37.878309] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:40.886081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:40.891220] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:40.895539] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:40.902838] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:40.903304] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:43.908456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:43.912664] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:43.917061] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:43.920875] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:43.920970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:46.926892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:46.931021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:46.935457] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:46.940167] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:46.940310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:49.945604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:49.950406] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:49.955683] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:49.961274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:49.961395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:52.966951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:52.971436] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:52.975834] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:52.979311] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:52.979395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:55.985863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:55.990175] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:55.994026] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:55.997531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:55.997708] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:25:59.003199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:25:59.007149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:25:59.012028] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:25:59.016192] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:25:59.016319] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:02.022730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:02.027173] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:02.032525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:02.037281] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:02.037408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:05.042123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:05.046010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:05.050230] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:05.053949] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:05.054034] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:08.062320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:08.066034] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:08.069891] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:08.073526] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:08.073625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:11.079131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:11.083508] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:11.088300] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:11.092339] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:11.092433] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:14.098596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:14.104200] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:14.109100] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:14.113829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:14.113968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:17.119164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:17.123026] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:17.126766] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:17.130565] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:17.130686] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:20.170280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:20.180103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:20.186821] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:20.194614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:20.194798] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:23.201002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:23.206920] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:23.212628] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:23.217512] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:23.217659] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:26.222477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:26.228267] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:26.232962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:26.237114] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:26.237218] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:29.242011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:29.246013] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:29.250484] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:29.254537] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:29.254747] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:32.260382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:32.264612] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:32.270154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:32.274227] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:32.274316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:35.280634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:35.285714] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:35.290353] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:35.294263] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:35.294360] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:38.299027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:38.304157] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:38.309201] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:38.313802] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:38.313915] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:41.319719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:41.324845] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:41.328950] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:41.333486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:41.333589] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:44.340852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:44.346525] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:44.351044] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:44.355028] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:44.355135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:47.360346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:47.364960] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:47.369363] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:47.373355] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:47.373482] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:50.379358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:50.383419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:50.387358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:50.391207] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:50.391304] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:53.396921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:53.402419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:53.407244] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:53.411403] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:53.411505] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:56.417508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:56.421515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:56.425087] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:56.428600] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:56.428707] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:26:59.435582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:26:59.439597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:26:59.443859] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:26:59.447551] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:26:59.447681] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:02.452715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:02.456252] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:02.460625] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:02.465284] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:02.465375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:05.470250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:05.474661] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:05.478820] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:05.482607] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:05.482721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:08.489768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:08.494542] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:08.499678] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:08.504120] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:08.504231] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:11.509582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:11.513788] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:11.517525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:11.521173] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:11.521261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:14.526409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:14.532535] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:14.536951] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:14.541267] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:14.541374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:17.546895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:17.552559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:17.557385] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:17.561837] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:17.561985] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:20.567215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:20.571617] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:20.575982] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:20.579910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:20.580000] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:23.585301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:23.591175] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:23.596249] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:23.599774] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:23.599857] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:26.604130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:26.607672] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:26.611269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:26.614584] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:26.614692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:29.620263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:29.624924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:29.629670] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:29.634709] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:29.634845] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:32.641106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:32.644841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:32.648489] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:32.652639] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:32.652771] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:35.660364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:35.664554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:35.668242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:35.672788] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:35.672914] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:38.678357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:38.682122] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:38.685721] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:38.689352] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:38.689437] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:41.695693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:41.700844] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:41.704872] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:41.708963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:41.709044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:44.714234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:44.718250] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:44.722613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:44.727029] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:44.727135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:47.732951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:47.736998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:47.740960] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:47.745258] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:47.745381] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:50.751992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:50.756626] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:50.761076] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:50.765467] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:50.765623] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:53.772194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:53.781735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:53.787772] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:53.791365] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:53.791446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:56.795629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:56.799440] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:56.803034] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:56.806667] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:56.806776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:27:59.811440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:27:59.816007] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:27:59.820488] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:27:59.824942] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:27:59.825098] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:02.830164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:02.834634] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:02.839305] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:02.844559] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:02.844730] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:05.852945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:05.857149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:05.861490] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:05.865235] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:05.865324] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:08.871102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:08.875701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:08.880243] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:08.884725] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:08.884840] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:11.890505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:11.895313] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:11.899971] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:11.903854] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:11.903964] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:14.909137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:14.912973] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:14.916751] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:14.920307] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:14.920390] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:17.927045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:17.931330] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:17.935374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:17.939138] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:17.939238] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:20.946095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:20.952267] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:20.958443] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:20.964152] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:20.964288] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:23.969480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:23.974011] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:23.978094] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:23.982021] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:23.982112] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:26.987140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:26.992250] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:26.997188] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:27.002394] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:27.002516] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:30.009342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:30.013559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:30.017890] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:30.021793] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:30.021917] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:33.029624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:33.033999] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:33.038566] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:33.043396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:33.043520] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:36.048148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:36.051893] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:36.055909] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:36.059333] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:36.059414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:39.064432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:39.068014] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:39.071410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:39.075062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:39.075145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:42.080562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:42.085118] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:42.092477] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:42.096501] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:42.096940] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:45.104612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:45.111017] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:45.118425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:45.124432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:45.124715] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:48.129503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:48.133515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:48.137442] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:48.141152] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:48.141243] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:51.170801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:51.176798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:51.181556] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:51.186867] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:51.187044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:54.195898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:54.203356] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:54.209751] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:54.214231] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:54.214340] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:28:57.220325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:28:57.224922] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:28:57.229724] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:28:57.233469] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:28:57.233553] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:00.239899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:00.244945] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:00.249630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:00.254310] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:00.254438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:03.259104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:03.263813] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:03.268161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:03.272211] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:03.272323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:06.277000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:06.281398] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:06.285411] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:06.289267] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:06.289362] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:09.293760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:09.297527] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:09.301134] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:09.305382] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:09.305484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:12.310156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:12.314961] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:12.319545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:12.323488] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:12.323577] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:15.329401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:15.334118] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:15.338340] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:15.342089] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:15.342185] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:18.348519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:18.352954] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:18.357509] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:18.361362] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:18.361443] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:21.367670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:21.372036] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:21.375509] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:21.379621] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:21.379764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:24.385840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:24.392630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:24.398149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:24.402942] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:24.403063] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:27.410016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:27.415206] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:27.420154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:27.425377] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:27.425512] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:30.430385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:30.434894] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:30.439368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:30.443839] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:30.443943] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:33.448315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:33.452168] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:33.456138] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:33.460665] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:33.460764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:36.466232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:36.470760] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:36.475020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:36.479228] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:36.479347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:39.484520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:39.488470] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:39.492297] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:39.496678] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:39.496811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:42.503084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:42.507283] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:42.510949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:42.514476] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:42.514559] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:45.521300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:45.526709] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:45.530966] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:45.535106] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:45.535202] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:48.540613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:48.545020] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:48.548706] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:48.553012] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:48.553104] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:51.559347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:51.563885] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:51.568138] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:51.572416] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:51.572520] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:54.578660] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:54.589313] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:54.594733] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:54.598816] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:54.598943] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:29:57.604765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:29:57.608754] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:29:57.613402] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:29:57.617576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:29:57.617687] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:00.624358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:00.628509] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:00.632421] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:00.636545] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:00.636633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:03.643255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:03.648562] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:03.654079] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:03.659373] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:03.659513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:06.667940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:06.674044] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:06.681927] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:06.689321] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:06.689496] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:09.695078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:09.698890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:09.702844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:09.706856] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:09.706961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:12.712905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:12.716927] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:12.720781] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:12.724234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:12.724316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:15.729556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:15.733452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:15.737603] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:15.741581] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:15.741721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:18.747668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:18.751774] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:18.756038] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:18.760014] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:18.760111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:21.765584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:21.770568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:21.775930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:21.780227] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:21.780335] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:24.784613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:24.788712] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:24.793172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:24.797280] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:24.797547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:27.833867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:27.869243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:27.904414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:27.908376] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:27.908465] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:30.913173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:30.916847] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:30.920601] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:30.924273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:30.924364] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:33.929729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:33.934102] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:33.938428] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:33.942780] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:33.942896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:36.948992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:36.953950] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:36.957801] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:36.962036] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:36.962165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:39.967166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:39.971415] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:39.975205] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:39.979621] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:39.979736] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:42.984834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:42.990003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:42.994261] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:42.998392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:42.998506] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:46.004947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:46.010309] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:46.015779] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:46.020754] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:46.020900] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:49.025420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:49.029772] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:49.034336] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:49.039867] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:49.040003] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:52.076207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:52.081595] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:52.086708] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:52.090966] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:52.091055] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:55.097017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:55.297123] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:55.302149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:55.306570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:55.306758] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:30:58.315324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:30:58.324337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:30:58.332390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:30:58.340331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:30:58.340477] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:01.345814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:01.349854] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:01.354103] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:01.359312] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:01.359418] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:04.366169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:04.371134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:04.374898] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:04.378776] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:04.378851] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:07.383921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:07.388612] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:07.392669] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:07.396691] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:07.396788] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:10.402598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:10.407231] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:10.411854] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:10.416276] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:10.416440] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:13.421599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:13.426506] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:13.432403] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:13.437815] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:13.439782] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:16.448986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:16.455766] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:16.461047] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:16.468471] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:16.468726] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:19.474191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:19.479040] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:19.483628] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:19.487717] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:19.487845] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:22.492072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:22.496010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:22.500282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:22.504863] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:22.505029] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:25.509506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:25.514592] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:25.519212] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:25.523271] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:25.523379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:28.530202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:28.535523] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:28.541023] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:28.546050] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:28.546259] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:31.552430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:31.556557] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:31.562511] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:31.566828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:31.566918] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:34.571636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:34.576119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:34.580777] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:34.585045] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:34.585160] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:37.590416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:37.594253] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:37.598870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:37.602929] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:37.603050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:40.612397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:40.619305] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:40.624844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:40.630004] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:40.630155] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:43.635384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:43.642149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:43.646077] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:43.649752] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:43.649846] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:46.655826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:46.660480] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:46.666838] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:46.671694] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:46.671804] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:49.678723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:49.683681] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:49.688216] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:49.692356] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:49.692437] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:52.698309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:52.702759] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:52.706554] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:52.711113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:52.711219] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:55.716327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:55.721827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:55.725901] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:55.729454] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:55.729536] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:31:58.733800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:31:58.737368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:31:58.741577] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:31:58.745277] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:31:58.745379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:01.750803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:01.756102] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:01.761508] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:01.766132] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:01.766445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:04.773580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:04.779948] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:04.786410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:04.792608] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:04.792773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:07.798911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:07.804024] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:07.808482] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:07.813026] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:07.813181] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:10.818921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:10.823161] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:10.827247] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:10.831008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:10.831093] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:13.837727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:13.842746] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:13.847132] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:13.850854] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:13.850945] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:16.856148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:16.860331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:16.864734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:16.869114] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:16.869230] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:19.874688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:19.878865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:19.883106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:19.887141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:19.887251] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:22.892960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:22.896733] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:22.900503] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:22.904597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:22.904722] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:25.910484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:25.915015] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:25.920079] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:25.924639] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:25.924788] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:28.930273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:28.934825] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:28.938531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:28.942045] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:28.942146] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:31.947276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:31.951811] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:31.956339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:31.961109] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:31.961246] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:34.967632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:34.972605] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:34.978204] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:34.982315] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:34.982405] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:37.987235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:37.994146] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:37.997976] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:38.001677] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:38.001768] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:41.007521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:41.012261] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:41.016496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:41.020609] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:41.020797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:44.026119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:44.030821] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:44.035046] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:44.039750] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:44.039934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:47.046281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:47.050913] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:47.054316] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:47.058483] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:47.058631] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:50.064149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:50.068672] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:50.073462] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:50.077841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:50.077954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:53.116140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:53.120217] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:53.124179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:53.129317] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:53.129420] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:56.133993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:56.139736] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:56.144549] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:56.148898] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:56.149037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:32:59.157893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:32:59.166087] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:32:59.178075] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:32:59.184054] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:32:59.184193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:02.189562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:02.193601] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:02.197310] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:02.201243] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:02.201348] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:05.206685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:05.210381] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:05.213920] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:05.218389] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:05.218472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:08.223155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:08.227454] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:08.231779] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:08.235838] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:08.235923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:11.242019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:11.246366] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:11.250976] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:11.255209] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:11.255385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:14.261599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:14.265815] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:14.269592] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:14.273672] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:14.273776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:17.279149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:17.283621] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:17.287760] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:17.292075] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:17.292213] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:20.297807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:20.302043] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:20.306423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:20.310920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:20.311046] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:23.318246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:23.323974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:23.329432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:23.333934] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:23.334046] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:26.340612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:26.346195] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:26.351673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:26.356572] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:26.356727] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:29.361341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:29.365142] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:29.368904] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:29.372577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:29.372691] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:32.377948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:32.382375] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:32.386584] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:32.390453] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:32.390541] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:35.397258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:35.401909] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:35.406372] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:35.411595] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:35.411742] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:38.417455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:38.422194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:38.425959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:38.429993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:38.430086] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:41.435536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:41.440878] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:41.445347] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:41.450051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:41.450191] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:44.456322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:44.461728] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:44.466145] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:44.470257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:44.470352] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:47.475831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:47.481520] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:47.486342] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:47.491343] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:47.491483] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:50.497805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:50.503164] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:50.507880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:50.512128] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:50.512262] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:53.518926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:53.524389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:53.528829] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:53.533372] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:53.533490] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:56.539665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:56.545522] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:56.551082] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:56.555742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:56.555838] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:33:59.560441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:33:59.564425] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:33:59.568710] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:33:59.573918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:33:59.574050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:02.580077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:02.584383] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:02.589012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:02.593554] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:02.593691] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:05.600522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:05.605447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:05.610841] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:05.615846] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:05.616304] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:08.621545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:08.625573] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:08.629578] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:08.633464] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:08.633558] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:11.640432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:11.644212] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:11.648305] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:11.652193] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:11.652281] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:14.657791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:14.661973] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:14.665798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:14.669818] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:14.669923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:17.675373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:17.679557] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:17.683714] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:17.688197] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:17.688324] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:20.693304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:20.697997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:20.702513] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:20.707475] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:20.707576] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:23.715840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:23.720298] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:23.724952] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:23.729609] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:23.729831] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:26.735983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:26.741363] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:26.746166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:26.750145] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:26.750241] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:29.756312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:29.760991] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:29.765301] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:29.770168] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:29.770362] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:32.776046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:32.780356] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:32.785825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:32.790687] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:32.790796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:35.795936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:35.800447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:35.804897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:35.809133] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:35.809237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:38.814061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:38.818083] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:38.822247] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:38.826465] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:38.826567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:41.832000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:41.837723] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:41.842541] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:41.846664] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:41.846767] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:44.853516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:44.859078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:44.863876] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:44.868617] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:44.868956] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:47.874624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:47.878779] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:47.883413] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:47.888216] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:47.888336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:50.894020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:50.898125] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:50.901734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:50.906008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:50.906120] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:53.913786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:53.918736] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:53.924283] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:53.928957] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:53.929091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:56.935721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:56.941321] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:56.946676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:56.951027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:56.951136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:34:59.956218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:34:59.960503] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:34:59.964435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:34:59.968086] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:34:59.968193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:02.974338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:02.978449] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:02.982235] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:02.985757] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:02.985837] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:05.991229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:05.995187] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:05.998902] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:06.002661] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:06.002762] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:09.008272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:09.012695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:09.017021] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:09.021256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:09.021371] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:12.027906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:12.032126] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:12.035898] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:12.039441] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:12.039528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:15.043667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:15.047405] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:15.051188] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:15.054926] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:15.055020] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:18.060699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:18.064564] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:18.068356] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:18.072041] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:18.072135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:21.078038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:21.083023] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:21.092407] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:21.098977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:21.099099] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:24.407605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:24.413984] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:24.420189] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:24.425605] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:24.425825] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:27.432217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:27.466901] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:27.503328] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:27.507936] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:27.508059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:30.514211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:30.520240] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:30.525417] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:30.530221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:30.530347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:33.535075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:33.540802] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:33.545530] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:33.549856] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:33.549969] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:36.554171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:36.558892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:36.563266] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:36.567229] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:36.567334] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:39.571608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:39.575356] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:39.580574] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:39.586009] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:39.586128] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:42.590601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:42.594516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:42.598510] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:42.602349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:42.602449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:45.607323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:45.611796] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:45.615982] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:45.619976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:45.620110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:48.624934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:48.629186] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:48.635065] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:48.640363] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:48.640698] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:51.645184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:51.649361] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:51.653545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:51.657696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:51.657817] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:54.663189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:54.667585] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:54.671192] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:54.675156] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:54.675275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:35:57.680899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:35:57.686017] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:35:57.691069] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:35:57.695568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:35:57.695701] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:00.701268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:00.705106] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:00.709281] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:00.713225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:00.713394] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:03.718889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:03.723067] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:03.727668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:03.732425] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:03.732539] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:06.737944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:06.742181] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:06.746368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:06.750375] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:06.750477] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:09.756733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:09.762498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:09.766592] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:09.770632] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:09.770781] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:12.775626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:12.779896] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:12.783769] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:12.787498] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:12.787594] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:15.793513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:15.798110] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:15.802465] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:15.806332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:15.806432] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:18.812315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:18.816323] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:18.820286] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:18.824477] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:18.824567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:21.829268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:21.833571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:21.837875] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:21.842047] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:21.842154] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:24.848844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:24.853410] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:24.857344] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:24.860985] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:24.861103] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:27.866076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:27.871017] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:27.875525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:27.879466] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:27.879562] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:30.886299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:30.890424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:30.893986] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:30.898042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:30.898130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:33.905435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:33.909525] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:33.913304] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:33.917446] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:33.917564] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:36.924054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:36.929055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:36.934431] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:36.938736] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:36.938817] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:39.946069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:39.951805] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:39.957923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:39.963818] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:39.963962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:42.969319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:42.974088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:42.979166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:42.983182] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:42.983280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:45.989487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:45.994464] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:45.998865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:46.003393] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:46.003511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:49.008074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:49.012361] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:49.016336] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:49.019972] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:49.020052] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:52.025339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:52.029512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:52.033301] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:52.037222] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:52.037349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:55.231394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:55.236499] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:55.240718] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:55.245415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:55.245575] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:36:58.253051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:36:58.289169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:36:58.326038] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:36:58.330918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:36:58.331027] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:01.336674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:01.340799] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:01.345025] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:01.348800] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:01.348887] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:04.355213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:04.361486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:04.368437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:04.374092] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:04.374237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:07.380141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:07.384312] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:07.388527] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:07.393081] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:07.393213] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:10.398683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:10.402533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:10.407296] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:10.413195] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:10.413318] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:13.419369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:13.424684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:13.429131] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:13.435030] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:13.435189] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:16.439989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:16.443982] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:16.447957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:16.451871] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:16.451966] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:19.456569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:19.461507] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:19.466461] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:19.471601] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:19.471723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:22.478579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:22.482741] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:22.487803] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:22.492746] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:22.492993] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:25.500461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:25.505547] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:25.509879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:25.514744] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:25.514909] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:28.521518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:28.526700] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:28.532415] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:28.537734] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:28.537892] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:31.543574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:31.548203] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:31.553620] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:31.559195] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:31.559318] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:34.566905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:34.571630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:34.575610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:34.580042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:34.580144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:37.589345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:37.597203] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:37.604983] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:37.613230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:37.613436] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:40.620683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:40.624848] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:40.628441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:40.632783] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:40.632873] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:43.638222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:43.642585] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:43.646257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:43.650199] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:43.650284] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:46.655996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:46.661967] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:46.667294] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:46.672484] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:46.672702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:49.678877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:49.684152] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:49.689387] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:49.693260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:49.693379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:52.698947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:52.703969] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:52.707844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:52.712019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:52.712116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:55.719071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:55.724627] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:55.729460] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:55.733779] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:55.733901] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:37:58.739284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:37:58.744872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:37:58.750892] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:37:58.754973] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:37:58.755084] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:01.759905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:01.764424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:01.769560] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:01.774715] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:01.774827] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:04.779684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:04.783288] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:04.786790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:04.790338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:04.790427] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:07.795927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:07.800096] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:07.804310] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:07.808658] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:07.808751] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:10.813413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:10.817451] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:10.821591] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:10.825442] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:10.825538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:13.830999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:13.835394] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:13.839532] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:13.843637] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:13.843768] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:16.850140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:16.856135] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:16.860915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:16.865887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:16.866016] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:19.872308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:19.876506] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:19.881426] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:19.885071] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:19.885154] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:22.890241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:22.895679] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:22.900293] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:22.905209] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:22.905339] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:25.911904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:25.917040] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:25.922546] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:25.927444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:25.927569] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:28.934598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:28.940739] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:28.946178] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:28.950295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:28.950445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:31.956044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:31.960493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:31.964838] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:31.969435] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:31.969562] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:34.977022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:34.982332] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:34.987454] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:34.991846] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:34.991948] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:37.998699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:38.004425] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:38.013335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:38.018403] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:38.018536] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:41.026056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:41.031518] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:41.036470] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:41.041486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:41.041632] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:44.048239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:44.053883] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:44.059386] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:44.064631] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:44.064797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:47.071242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:47.077351] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:47.083052] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:47.089122] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:47.089295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:50.095137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:50.100506] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:50.106113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:50.110879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:50.110969] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:53.115582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:53.120010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:53.124425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:53.128720] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:53.128821] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:56.144589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:56.151021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:56.155521] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:56.159620] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:56.159944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:38:59.167076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:38:59.203551] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:38:59.240739] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:38:59.246353] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:38:59.246492] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:02.251092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:02.255972] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:02.260972] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:02.265967] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:02.266078] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:05.270885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:05.274833] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:05.279417] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:05.284499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:05.284628] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:08.289874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:08.293981] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:08.300379] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:08.304720] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:08.304925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:11.310317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:11.315319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:11.320136] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:11.324578] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:11.324710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:14.330982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:14.336371] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:14.341089] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:14.346188] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:14.346391] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:17.351116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:17.355056] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:17.360259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:17.365062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:17.365185] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:20.374297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:20.379730] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:20.384259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:20.388421] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:20.388545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:23.394829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:23.399811] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:23.404609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:23.410792] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:23.410984] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:26.415971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:26.420319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:26.424156] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:26.429205] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:26.429355] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:29.436972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:29.443548] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:29.449550] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:29.455066] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:29.455931] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:32.462783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:32.468467] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:32.473358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:32.485879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:32.486076] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:35.490832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:35.495502] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:35.500685] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:35.507029] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:35.507224] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:38.511975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:38.517919] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:38.523098] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:38.531505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:38.531713] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:41.536617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:41.540635] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:41.544574] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:41.548847] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:41.548944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:44.555065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:44.559680] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:44.563358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:44.567103] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:44.567187] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:47.573099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:47.576909] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:47.580540] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:47.584392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:47.584473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:50.589082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:50.592625] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:50.596423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:50.600345] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:50.600448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:53.607479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:53.612326] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:53.616187] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:53.620429] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:53.620535] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:56.630731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:56.635489] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:56.639816] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:56.644297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:56.644486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:39:59.652591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:39:59.658243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:39:59.663350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:39:59.667920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:39:59.668031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:02.674060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:02.679931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:02.684621] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:02.689478] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:02.689597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:05.697290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:05.704317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:05.711266] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:05.718178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:05.718385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:08.724384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:08.729521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:08.735422] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:08.739405] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:08.739494] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:11.746440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:11.751241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:11.756350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:11.760949] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:11.761063] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:14.765804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:14.770371] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:14.775501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:14.780240] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:14.780326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:17.785573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:17.790063] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:17.794585] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:17.798433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:17.798518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:20.803964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:20.808354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:20.812466] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:20.816566] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:20.816731] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:23.822980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:23.828529] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:23.834280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:23.839607] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:23.839765] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:26.846685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:26.851237] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:26.855326] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:26.859175] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:26.859289] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:29.895114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:29.937042] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:29.975418] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:29.980273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:29.980386] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:32.985978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:32.997121] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:33.002288] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:33.007219] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:33.007325] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:36.013274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:36.019478] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:36.024393] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:36.030141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:36.030328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:39.038870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:39.043176] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:39.049324] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:39.055545] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:39.055808] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:42.060494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:42.064827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:42.070573] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:42.074893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:42.075008] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:45.079857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:45.084095] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:45.089547] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:45.093544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:45.093682] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:48.098375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:48.102236] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:48.105867] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:48.111369] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:48.111468] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:51.117090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:51.121947] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:51.126139] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:51.130266] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:51.130377] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:54.135168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:54.139863] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:54.144742] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:54.149357] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:54.149491] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:40:57.452215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:40:57.456862] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:40:57.461096] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:40:57.465169] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:40:57.465262] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:00.470585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:00.506846] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:00.542486] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:00.546918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:00.547039] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:03.558357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:03.563772] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:03.568583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:03.573342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:03.573461] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:06.578961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:06.584809] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:06.591993] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:06.597423] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:06.597702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:09.602995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:09.608271] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:09.614733] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:09.618678] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:09.618801] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:12.623017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:12.627496] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:12.633550] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:12.637881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:12.637975] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:15.642550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:15.647447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:15.651403] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:15.655903] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:15.656001] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:18.661292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:18.665794] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:18.670617] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:18.675218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:18.675454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:21.682952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:21.689071] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:21.696142] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:21.707477] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:21.707633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:24.716095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:24.724166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:24.732213] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:24.739179] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:24.739413] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:27.745466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:27.750440] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:27.754905] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:27.760777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:27.760874] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:30.766459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:30.770693] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:30.774729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:30.779090] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:30.779246] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:33.784343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:33.789026] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:33.793121] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:33.798909] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:33.799015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:36.803855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:36.807780] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:36.811987] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:36.815697] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:36.815835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:39.821717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:39.825701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:39.829501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:39.833756] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:39.833865] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:42.840352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:42.845199] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:42.853400] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:42.858091] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:42.858217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:45.863862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:45.868432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:45.872491] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:45.878051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:45.878202] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:48.882983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:48.887359] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:48.891925] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:48.895777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:48.895880] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:51.901556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:51.905569] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:51.909281] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:51.912858] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:51.912938] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:54.923092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:54.927301] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:54.931113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:54.935121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:54.935230] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:41:57.941484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:41:57.945969] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:41:57.949990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:41:57.954170] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:41:57.954274] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:00.959173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:00.963932] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:00.968516] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:00.972444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:00.972558] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:03.977261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:03.981510] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:03.985746] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:03.990705] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:03.990812] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:06.995840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:06.999894] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:07.004083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:07.008135] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:07.008223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:10.013840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:10.019262] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:10.023938] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:10.028719] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:10.028843] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:13.035036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:13.039704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:13.043871] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:13.048554] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:13.048689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:16.054744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:16.060524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:16.065573] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:16.071129] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:16.071238] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:19.076792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:19.081686] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:19.086492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:19.091028] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:19.091152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:22.098538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:22.103593] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:22.108400] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:22.113225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:22.113349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:25.118613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:25.122590] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:25.126292] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:25.130206] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:25.130301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:28.137630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:28.142379] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:28.146746] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:28.151308] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:28.151455] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:31.157951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:31.193627] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:31.230049] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:31.234121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:31.234231] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:34.238937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:34.243461] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:34.248006] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:34.252339] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:34.252442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:37.258495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:37.262797] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:37.267166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:37.271529] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:37.271737] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:40.276610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:40.283313] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:40.289670] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:40.295766] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:40.295935] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:43.301179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:43.305741] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:43.311240] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:43.316311] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:43.316554] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:46.322540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:46.326781] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:46.330852] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:46.334713] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:46.334807] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:49.341594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:49.345610] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:49.350257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:49.355605] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:49.355801] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:52.360924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:52.365253] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:52.369611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:52.373855] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:52.373984] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:55.380062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:55.384773] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:55.389795] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:55.394938] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:55.395075] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:42:58.401604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:42:58.406279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:42:58.412288] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:42:58.418236] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:42:58.418380] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:01.423190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:01.427365] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:01.431598] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:01.435398] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:01.435496] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:04.441961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:04.446317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:04.450436] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:04.454239] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:04.454341] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:07.460038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:07.463925] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:07.467921] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:07.472343] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:07.472512] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:10.476916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:10.481307] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:10.485101] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:10.489680] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:10.489809] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:13.495421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:13.499424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:13.503357] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:13.507787] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:13.507895] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:16.513905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:16.517678] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:16.521574] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:16.526278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:16.526411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:19.532272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:19.537019] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:19.541309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:19.545516] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:19.545666] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:22.552557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:22.557670] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:22.561970] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:22.566044] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:22.566144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:25.572773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:25.578262] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:25.585028] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:25.596080] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:25.596237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:28.601366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:28.605472] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:28.609280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:28.613140] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:28.613232] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:31.620116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:31.626467] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:31.631497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:31.635404] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:31.635513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:34.641355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:34.646272] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:34.650610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:34.654344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:34.654429] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:37.659933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:37.664469] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:37.669079] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:37.673230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:37.673327] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:40.678114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:40.682607] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:40.686921] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:40.690875] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:40.690973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:43.696359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:43.701961] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:43.706610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:43.711033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:43.711136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:46.716988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:46.723189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:46.729191] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:46.734506] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:46.734625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:49.740291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:49.744634] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:49.748882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:49.752920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:49.753032] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:52.757446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:52.761719] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:52.765811] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:52.769781] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:52.769865] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:55.774958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:55.779466] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:55.783786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:55.787538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:55.787631] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:43:58.792594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:43:58.796813] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:43:58.800613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:43:58.804225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:43:58.804312] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:01.810269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:01.815874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:01.821602] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:01.825948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:01.826096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:04.831140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:04.834841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:04.838725] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:04.843016] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:04.843109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:07.848174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:07.852609] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:07.856889] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:07.860917] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:07.861033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:10.867383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:10.872997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:10.878303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:10.882597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:10.882754] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:13.887311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:13.891220] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:13.894939] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:13.898819] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:13.898911] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:16.903214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:16.907114] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:16.910894] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:16.914735] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:16.914830] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:19.919593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:19.923692] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:19.928103] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:19.935235] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:19.935354] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:22.941421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:22.945735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:22.949762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:22.953849] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:22.953953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:25.959593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:25.964141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:25.969301] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:25.974749] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:25.974934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:28.982351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:28.987418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:28.991776] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:28.995982] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:28.996086] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:32.001521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:32.006129] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:32.042551] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:32.046775] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:32.046880] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:35.051383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:35.055768] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:35.060283] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:35.064344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:35.064452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:38.069211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:38.073041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:38.078263] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:38.084438] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:38.084543] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:41.088965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:41.093582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:41.099062] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:41.103373] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:41.103478] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:44.108574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:44.113339] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:44.117957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:44.123539] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:44.123720] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:47.129105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:47.134607] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:47.138557] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:47.143526] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:47.143633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:50.149935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:50.155350] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:50.159684] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:50.164321] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:50.164408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:53.168942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:53.172788] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:53.176295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:53.180227] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:53.180354] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:56.185487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:56.191303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:56.198726] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:56.204841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:56.204980] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:44:59.209420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:44:59.213279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:44:59.217053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:44:59.220710] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:44:59.220798] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:02.226278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:02.236109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:02.243151] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:02.249239] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:02.249438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:05.254988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:05.259059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:05.263126] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:05.267631] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:05.267802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:08.274245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:08.279006] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:08.284127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:08.290478] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:08.290576] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:11.294934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:11.299704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:11.305126] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:11.309574] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:11.309716] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:14.315740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:14.321048] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:14.325117] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:14.329508] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:14.329623] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:17.335564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:17.341022] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:17.346552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:17.352891] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:17.353128] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:20.359250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:20.363970] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:20.368899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:20.373923] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:20.374052] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:23.380390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:23.385263] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:23.390874] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:23.396155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:23.396336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:26.407913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:26.412226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:26.417939] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:26.422199] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:26.422287] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:29.426960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:29.431394] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:29.436432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:29.441804] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:29.441928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:32.446408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:32.451057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:32.456025] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:32.460121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:32.460212] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:35.464830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:35.469892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:35.474805] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:35.480221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:35.480323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:38.485749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:38.490914] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:38.495895] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:38.501177] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:38.501290] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:41.507356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:41.511904] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:41.516132] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:41.520037] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:41.520137] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:44.524872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:44.536667] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:44.540638] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:44.546233] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:44.546367] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:47.551958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:47.556241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:47.561537] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:47.566626] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:47.566955] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:50.572059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:50.576545] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:50.580928] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:50.585912] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:50.586086] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:53.592300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:53.596449] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:53.600932] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:53.605351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:53.605447] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:56.611244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:56.615066] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:56.618764] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:56.622433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:56.622528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:45:59.628859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:45:59.633382] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:45:59.642109] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:45:59.646914] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:45:59.647020] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:02.656516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:02.669524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:02.685425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:02.695627] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:02.695873] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:05.700306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:05.704258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:05.708262] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:05.712274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:05.712528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:08.717289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:08.725713] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:08.730257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:08.734472] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:08.734590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:11.740387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:11.744511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:11.748723] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:11.752778] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:11.752876] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:14.757242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:14.761052] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:14.764633] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:14.768337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:14.768424] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:17.772694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:17.776571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:17.780741] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:17.785058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:17.785193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:20.790794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:20.795469] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:20.800291] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:20.805786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:20.805950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:23.812291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:23.816998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:23.821829] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:23.827033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:23.827187] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:26.832709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:26.837428] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:26.842409] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:26.847386] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:26.847515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:29.853018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:29.856908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:29.861026] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:29.867230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:29.867358] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:32.873415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:32.878313] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:32.883034] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:32.887295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:32.887493] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:35.893570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:35.898004] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:35.902328] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:35.906466] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:35.906576] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:38.911832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:38.916120] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:38.924292] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:38.928138] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:38.928253] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:41.932616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:41.936824] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:41.941598] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:41.946110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:41.946221] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:44.950452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:44.954463] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:44.958322] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:44.961907] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:44.961992] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:47.967088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:47.971173] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:47.975070] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:47.978817] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:47.978902] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:50.983967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:50.988257] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:50.992500] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:50.996709] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:50.996835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:54.002005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:54.006735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:54.011526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:54.015313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:54.015421] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:46:57.020631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:46:57.025446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:46:57.030113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:46:57.033675] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:46:57.033761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:00.038826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:00.043035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:00.046936] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:00.050921] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:00.051011] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:03.056198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:03.096173] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:03.134606] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:03.138996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:03.139239] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:06.144367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:06.151832] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:06.157137] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:06.161600] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:06.161763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:09.166066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:09.170763] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:09.174982] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:09.179459] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:09.179561] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:12.184218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:12.188402] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:12.193150] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:12.197259] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:12.197359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:15.203132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:15.207871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:15.212033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:15.216378] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:15.216486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:18.223418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:18.228260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:18.232632] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:18.237963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:18.238601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:21.244158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:21.247871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:21.251521] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:21.255214] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:21.255308] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:24.260768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:24.264865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:24.269798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:24.274356] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:24.274500] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:27.279744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:27.283763] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:27.288469] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:27.292678] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:27.292782] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:30.299148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:30.304556] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:30.309349] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:30.314616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:30.314761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:33.320364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:33.324974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:33.329313] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:33.332778] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:33.332860] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:36.338441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:36.343435] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:36.349409] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:36.355027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:36.355152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:39.360752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:39.364889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:39.368480] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:39.372273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:39.372354] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:42.378233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:42.382445] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:42.386683] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:42.390939] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:42.391031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:45.396887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:45.401355] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:45.405626] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:45.409899] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:45.409994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:48.415815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:48.420015] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:48.424265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:48.428603] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:48.428789] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:51.434215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:51.439525] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:51.444526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:51.449593] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:51.449738] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:54.454845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:54.459035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:54.464089] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:54.468408] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:54.468547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:47:57.472753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:47:57.476340] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:47:57.479997] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:47:57.483568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:47:57.483679] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:00.491256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:00.495513] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:00.500598] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:00.505346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:00.505453] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:03.510733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:03.515601] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:03.520331] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:03.527282] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:03.527490] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:06.532548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:06.537092] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:06.541593] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:06.545578] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:06.545700] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:09.550742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:09.554543] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:09.558534] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:09.562131] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:09.562216] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:12.567106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:12.570740] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:12.574122] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:12.577909] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:12.577994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:15.582463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:15.586560] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:15.591559] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:15.595922] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:15.596037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:18.603892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:18.608571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:18.613837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:18.618364] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:18.618478] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:21.623512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:21.627686] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:21.631387] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:21.635088] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:21.635175] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:24.640223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:24.644916] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:24.650510] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:24.656538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:24.656859] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:27.662629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:27.667166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:27.671298] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:27.675684] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:27.675785] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:30.682870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:30.688304] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:30.692961] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:30.698667] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:30.698844] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:33.704564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:33.709994] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:33.715159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:33.720531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:33.720671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:36.727430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:36.731819] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:36.735847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:36.739564] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:36.739667] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:39.744687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:39.750256] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:39.755528] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:39.759571] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:39.759700] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:42.764896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:42.769027] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:42.773106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:42.777518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:42.777662] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:45.784259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:45.788940] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:45.792943] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:45.797101] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:45.797209] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:48.802857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:48.807958] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:48.813383] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:48.818930] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:48.819064] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:51.824487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:51.828303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:51.832696] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:51.836775] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:51.836859] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:54.842849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:54.847905] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:54.853000] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:54.858155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:54.858277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:48:57.864195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:48:57.868204] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:48:57.871850] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:48:57.875562] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:48:57.875661] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:00.882237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:00.886418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:00.890070] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:00.893699] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:00.893789] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:03.902321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:03.906701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:03.911848] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:03.915870] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:03.915944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:06.921264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:06.926257] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:06.930737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:06.935166] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:06.935323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:09.941716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:09.947103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:09.952330] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:09.957471] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:09.957586] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:12.962969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:12.967002] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:12.972285] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:12.978023] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:12.978160] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:15.985246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:15.990182] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:15.994701] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:16.000065] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:16.000182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:19.005800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:19.009931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:19.013714] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:19.017629] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:19.017983] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:22.024916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:22.029410] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:22.033385] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:22.037272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:22.037359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:25.042121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:25.046057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:25.049949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:25.053524] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:25.053607] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:28.059309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:28.063523] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:28.067184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:28.071799] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:28.071898] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:31.380339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:31.385446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:31.390193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:31.394832] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:31.394964] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:34.401208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:34.437282] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:34.473574] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:34.478430] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:34.478529] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:37.484375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:37.489206] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:37.495092] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:37.500332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:37.500501] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:40.506457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:40.511178] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:40.515899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:40.519976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:40.520073] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:43.525233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:43.529456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:43.534268] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:43.538301] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:43.538401] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:46.543016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:46.547287] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:46.551514] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:46.555696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:46.555798] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:49.561753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:49.566116] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:49.571183] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:49.576336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:49.576454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:52.582768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:52.587516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:52.592845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:52.599829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:52.599980] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:55.604406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:55.608234] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:55.611833] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:55.615984] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:55.616104] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:49:58.621773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:49:58.626073] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:49:58.630872] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:49:58.634992] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:49:58.635076] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:01.642568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:01.648027] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:01.652906] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:01.658422] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:01.658545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:04.663943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:04.672962] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:04.679068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:04.684906] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:04.685043] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:07.689832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:07.693934] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:07.698231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:07.702857] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:07.702996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:10.711149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:10.716763] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:10.722487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:10.733299] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:10.733912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:13.740441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:13.745715] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:13.750767] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:13.756598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:13.756749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:16.761455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:16.765612] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:16.771032] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:16.777326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:16.777458] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:19.782673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:19.786582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:19.790446] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:19.795313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:19.795529] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:22.801738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:22.806041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:22.810069] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:22.814810] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:22.814934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:25.820299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:25.824104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:25.827722] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:25.834737] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:25.835110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:28.840870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:28.845438] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:28.850306] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:28.854185] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:28.854326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:32.050491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:32.086826] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:32.120960] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:32.124833] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:32.124959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:35.129549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:35.165592] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:35.201060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:35.205833] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:35.205936] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:38.210477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:38.214614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:38.218413] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:38.223064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:38.223167] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:41.228455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:41.233792] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:41.238702] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:41.243707] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:41.243782] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:44.250510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:44.256335] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:44.261390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:44.266975] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:44.267098] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:47.271942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:47.275633] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:47.279778] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:47.284017] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:47.284118] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:50.289203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:50.293616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:50.297272] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:50.301703] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:50.301826] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:53.308499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:53.313938] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:53.319351] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:53.324266] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:53.324391] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:56.332809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:56.337685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:56.341591] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:56.345801] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:56.345882] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:50:59.351371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:50:59.355737] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:50:59.362595] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:50:59.366911] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:50:59.367021] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:02.376718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:02.382418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:02.387840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:02.393309] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:02.393463] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:05.399059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:05.404169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:05.409269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:05.414256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:05.414349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:08.420870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:08.426241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:08.430927] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:08.434832] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:08.434922] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:11.440211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:11.444690] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:11.448926] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:11.454554] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:11.454720] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:14.459976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:14.463700] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:14.468803] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:14.473950] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:14.474089] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:17.480172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:17.484626] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:17.488369] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:17.491905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:17.491982] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:20.497387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:20.501556] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:20.505505] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:20.509351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:20.509452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:23.516461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:23.521196] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:23.525162] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:23.529236] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:23.529338] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:26.534917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:26.539214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:26.543087] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:26.546607] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:26.546718] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:29.552314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:29.556437] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:29.561410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:29.565674] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:29.565757] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:32.572476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:32.577170] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:32.581477] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:32.585338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:32.585449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:35.589476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:35.594730] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:35.601154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:35.605885] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:35.606021] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:38.610900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:38.615917] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:38.620687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:38.625319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:38.625435] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:41.631394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:41.636074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:41.640551] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:41.644568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:41.644679] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:44.650251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:44.654296] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:44.658160] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:44.662404] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:44.662523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:47.669140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:47.674471] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:47.678588] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:47.682876] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:47.683004] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:50.689498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:50.693606] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:50.697976] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:50.702366] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:50.702455] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:53.707563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:53.712920] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:53.717698] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:53.723093] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:53.723241] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:56.728628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:56.732418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:56.736280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:56.740562] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:56.740683] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:51:59.745738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:51:59.750054] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:51:59.754533] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:51:59.759075] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:51:59.759213] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:02.767258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:02.772210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:02.778161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:02.783565] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:02.784055] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:05.791102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:05.796081] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:05.801314] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:05.805136] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:05.805220] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:08.810504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:08.814514] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:08.818912] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:08.822909] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:08.823008] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:11.828532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:11.832963] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:11.836912] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:11.842229] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:11.842393] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:14.846918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:14.850523] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:14.854100] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:14.857538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:14.857624] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:17.862460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:17.866991] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:17.871620] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:17.876933] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:17.877080] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:20.882585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:20.887409] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:20.891565] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:20.895734] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:20.895872] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:23.901384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:23.905816] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:23.909794] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:23.913599] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:23.913719] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:26.921035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:26.925727] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:26.930368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:26.935131] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:26.935287] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:29.940530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:29.945183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:29.949303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:29.953039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:29.953128] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:32.958189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:32.962871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:32.966926] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:32.970627] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:32.970767] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:35.975244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:35.980529] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:35.985071] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:35.989691] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:35.989811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:38.995626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:39.000578] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:39.005336] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:39.009661] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:39.009780] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:42.017845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:42.023943] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:42.030808] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:42.037510] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:42.037704] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:45.044692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:45.050992] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:45.055569] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:45.059209] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:45.059288] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:48.064225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:48.068751] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:48.073571] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:48.077732] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:48.077883] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:51.082409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:51.086163] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:51.090068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:51.093919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:51.094012] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:54.099395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:54.103725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:54.107886] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:54.111580] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:54.111693] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:52:57.116755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:52:57.121861] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:52:57.126252] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:52:57.130588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:52:57.130732] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:00.137187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:00.141580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:00.145748] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:00.149265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:00.149349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:03.155928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:03.161186] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:03.166678] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:03.172013] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:03.172132] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:06.178318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:06.183942] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:06.189906] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:06.194492] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:06.194597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:09.199937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:09.203995] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:09.208464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:09.212517] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:09.212631] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:12.217934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:12.221874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:12.225525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:12.229259] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:12.229357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:15.235018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:15.239600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:15.245229] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:15.250083] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:15.250180] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:18.255762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:18.259630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:18.263007] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:18.266380] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:18.266459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:21.271928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:21.275957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:21.280107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:21.284313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:21.284405] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:24.289884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:24.294277] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:24.299357] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:24.305608] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:24.305827] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:27.310807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:27.314701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:27.318414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:27.322104] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:27.322191] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:30.326787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:30.330637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:30.334940] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:30.339367] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:30.339477] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:33.346552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:33.351370] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:33.356308] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:33.360488] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:33.360600] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:36.366129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:36.373561] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:36.379896] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:36.383294] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:36.383376] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:39.388044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:39.391744] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:39.395342] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:39.398884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:39.398972] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:42.404764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:42.408931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:42.412948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:42.416613] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:42.416724] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:45.422026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:45.426195] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:45.430176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:45.434328] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:45.434445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:48.439943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:48.443695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:48.447241] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:48.450945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:48.451029] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:51.457217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:51.461296] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:51.465368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:51.469260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:51.469390] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:54.474955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:54.479680] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:54.484281] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:54.489159] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:54.489268] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:53:57.495302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:53:57.500413] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:53:57.505555] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:53:57.510703] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:53:57.510848] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:00.516579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:00.521247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:00.525509] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:00.529434] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:00.529545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:03.535743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:03.540125] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:03.544117] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:03.547942] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:03.548035] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:06.553992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:06.559912] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:06.564861] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:06.569344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:06.569579] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:09.576122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:09.581204] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:09.585767] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:09.590235] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:09.590353] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:12.595454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:12.600303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:12.605067] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:12.609830] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:12.609950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:15.615110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:15.619436] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:15.623361] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:15.627797] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:15.627898] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:18.634581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:18.640545] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:18.644905] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:18.649343] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:18.649468] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:21.656590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:21.662835] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:21.668750] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:21.674593] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:21.674748] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:24.680000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:24.684069] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:24.688120] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:24.692042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:24.692147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:27.697838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:27.702024] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:27.706116] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:27.710332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:27.710431] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:30.717277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:30.722818] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:30.728363] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:30.732965] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:30.733069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:33.739245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:33.742888] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:33.746344] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:33.750252] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:33.750343] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:36.756362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:36.762228] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:36.768550] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:36.773999] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:36.774196] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:39.783463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:39.787811] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:39.792415] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:39.796941] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:39.797045] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:42.805468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:42.811570] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:42.818036] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:42.824618] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:42.824822] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:45.830199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:45.834924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:45.839294] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:45.844011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:45.844153] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:48.849866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:48.854610] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:48.858679] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:48.862349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:48.862439] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:51.869085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:51.873215] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:51.877079] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:51.881101] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:51.881191] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:54.886367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:54.890675] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:54.894333] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:54.897892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:54.897995] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:54:57.903904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:54:57.908023] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:54:57.912140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:54:57.916596] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:54:57.916768] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:00.922954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:00.928035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:00.933445] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:00.937597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:00.937706] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:03.944554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:03.949402] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:03.953250] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:03.956896] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:03.956976] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:06.962346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:06.967328] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:06.972119] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:06.976062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:06.976168] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:09.981439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:09.985918] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:09.991405] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:09.996896] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:09.997020] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:13.002854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:13.006981] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:13.010858] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:13.014999] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:13.015127] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:16.020217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:16.024816] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:16.028944] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:16.032877] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:16.032973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:19.039538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:19.045770] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:19.050254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:19.054300] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:19.054421] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:22.059071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:22.063356] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:22.067558] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:22.071831] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:22.071952] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:25.077302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:25.082007] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:25.086586] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:25.091462] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:25.091572] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:28.096970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:28.100816] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:28.105066] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:28.109057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:28.109171] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:31.113863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:31.117831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:31.124912] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:31.129525] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:31.129632] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:34.166683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:34.170930] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:34.175043] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:34.179051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:34.179151] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:37.184952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:37.191994] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:37.201879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:37.207735] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:37.207919] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:40.214331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:40.219100] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:40.223020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:40.226505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:40.226589] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:43.231977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:43.236243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:43.240492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:43.244308] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:43.244390] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:46.250155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:46.254244] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:46.258454] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:46.262554] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:46.262701] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:49.268257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:49.272010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:49.276027] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:49.280188] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:49.280297] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:52.287427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:52.291673] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:52.296104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:52.300111] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:52.300221] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:55.306980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:55.312835] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:55.318024] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:55.323369] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:55.323488] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:55:58.328886] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:55:58.332952] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:55:58.336576] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:55:58.340398] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:55:58.340486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:01.346032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:01.351975] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:01.355705] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:01.359516] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:01.359613] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:04.364756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:04.369037] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:04.373805] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:04.378415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:04.378516] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:07.383798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:07.389047] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:07.393467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:07.397431] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:07.397519] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:10.402058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:10.407014] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:10.412792] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:10.418251] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:10.418379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:13.422876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:13.426850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:13.431186] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:13.435427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:13.435535] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:16.441426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:16.445721] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:16.449638] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:16.454487] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:16.454618] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:19.459909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:19.464618] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:19.470634] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:19.475739] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:19.475845] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:22.481744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:22.486447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:22.490711] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:22.494889] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:22.494995] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:25.500260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:25.504474] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:25.508883] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:25.512938] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:25.513040] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:28.520352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:28.526560] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:28.531974] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:28.537337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:28.537470] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:31.542291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:31.547139] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:31.551609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:31.556197] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:31.556316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:34.560537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:34.564137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:34.567736] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:34.571661] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:34.571751] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:37.576418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:37.581637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:37.586151] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:37.589860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:37.589953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:40.595331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:40.599260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:40.602992] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:40.606845] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:40.606979] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:43.612979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:43.617143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:43.621065] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:43.624761] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:43.624853] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:46.629987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:46.634021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:46.637969] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:46.641550] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:46.641637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:49.647385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:49.652602] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:49.658637] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:49.664310] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:49.664497] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:52.672012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:52.677013] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:52.681448] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:52.685608] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:52.685735] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:55.690966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:55.694620] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:55.698313] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:55.702237] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:55.702323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:56:58.707020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:56:58.710841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:56:58.714687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:56:58.718329] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:56:58.718411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:01.723974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:01.728604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:01.733070] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:01.736949] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:01.737051] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:04.742791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:04.746739] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:04.750360] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:04.754077] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:04.754157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:07.759893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:07.764810] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:07.772814] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:07.776915] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:07.777006] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:10.782149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:10.786196] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:10.795764] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:10.800606] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:10.800735] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:13.806181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:13.811234] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:13.814860] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:13.818927] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:13.819036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:16.824089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:16.828155] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:16.836685] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:16.841604] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:16.841769] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:19.849110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:19.855096] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:19.866351] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:19.873222] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:19.873376] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:22.877877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:22.881606] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:22.885423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:22.889060] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:22.889177] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:25.895564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:25.900213] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:25.904106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:25.908002] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:25.908092] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:28.914624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:28.919176] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:28.923427] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:28.927434] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:28.927522] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:31.933431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:31.938229] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:31.943761] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:31.949452] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:31.949582] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:34.954530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:34.958454] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:34.963067] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:34.966995] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:34.967099] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:37.973363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:37.979183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:37.984083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:37.988614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:37.988776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:40.994444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:40.999434] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:41.005289] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:41.010143] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:41.010290] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:44.016416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:44.020819] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:44.025689] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:44.030080] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:44.030173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:47.034939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:47.038973] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:47.042591] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:47.046152] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:47.046235] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:50.051751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:50.056049] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:50.060450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:50.064700] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:50.064815] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:53.070356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:53.074868] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:53.078943] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:53.082614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:53.082732] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:56.090062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:56.094571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:56.099168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:56.103691] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:56.103807] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:57:59.111134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:57:59.116109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:57:59.119954] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:57:59.123853] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:57:59.123936] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:02.130200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:02.134890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:02.141189] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:02.146538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:02.146712] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:05.450039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:05.455501] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:05.460819] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:05.464811] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:05.465214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:08.471935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:08.478258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:08.484574] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:08.489860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:08.489985] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:11.495048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:11.500978] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:11.505572] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:11.511214] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:11.511320] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:14.515754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:14.520228] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:14.524331] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:14.528480] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:14.528831] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:17.535587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:17.542327] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:17.547537] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:17.552230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:17.552326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:20.558044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:20.562501] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:20.567509] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:20.572724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:20.572939] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:23.578961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:23.583713] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:23.588816] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:23.594198] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:23.594315] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:26.601135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:26.605586] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:26.612034] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:26.617563] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:26.617818] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:29.622385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:29.626720] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:29.630743] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:29.635053] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:29.635152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:32.640992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:32.645846] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:32.650202] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:32.654598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:32.654749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:35.660452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:35.665075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:35.669416] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:35.674218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:35.674355] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:38.678896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:38.683817] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:38.687880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:38.691385] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:38.691473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:41.696811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:41.700604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:41.704370] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:41.708198] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:41.708289] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:44.713555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:44.717969] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:44.722576] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:44.726692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:44.726777] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:47.731864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:47.736695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:47.740744] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:47.744784] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:47.744893] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:50.750665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:50.755059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:50.759384] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:50.763561] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:50.763691] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:53.769601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:53.773878] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:53.778282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:53.782552] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:53.782690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:56.787369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:56.791466] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:56.795148] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:56.799172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:56.799258] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:58:59.804621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:58:59.812028] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:58:59.815815] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:58:59.819625] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:58:59.819732] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:02.825151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:02.829078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:02.832687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:02.836178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:02.836267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:05.842500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:05.846352] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:05.850509] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:05.854396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:05.854491] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:08.866404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:08.871831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:08.877000] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:08.881977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:08.882170] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:11.889292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:11.894183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:11.898460] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:11.904961] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:11.905107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:14.909995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:14.914542] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:14.919161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:14.922999] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:14.923091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:17.928083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:17.932524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:17.937882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:17.943012] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:17.943161] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:20.947537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:20.951459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:20.955144] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:20.958871] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:20.958957] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:23.966158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:23.974148] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:23.979202] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:23.984343] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:23.984463] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:26.990255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:26.994190] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:26.997943] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:27.001525] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:27.001627] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:30.006557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:30.010538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:30.014346] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:30.018113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:30.021594] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:33.027492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:33.031927] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:33.036454] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:33.040928] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:33.041053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:36.047472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:36.052136] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:36.056577] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:36.060916] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:36.061077] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:39.067986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:39.112559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:39.160535] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:39.166368] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:39.166511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:42.170767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:42.175109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:42.179434] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:42.183483] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:42.183723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:45.188816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:45.193847] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:45.198293] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:45.204576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:45.204736] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:48.210142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:48.214194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:48.218908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:48.222746] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:48.222852] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:51.228096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:51.232233] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:51.237272] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:51.244605] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:51.245353] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:54.250584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:54.254604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:54.259951] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:54.264714] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:54.264817] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T20:59:57.269739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T20:59:57.274456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T20:59:57.278870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T20:59:57.284225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T20:59:57.284350] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:00.291076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:00.295793] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:00.300107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:00.304844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:00.304975] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:03.310085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:03.315442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:03.319598] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:03.324636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:03.324848] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:06.333591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:06.339317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:06.344613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:06.349490] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:06.349620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:09.355666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:09.361129] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:09.366583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:09.371357] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:09.371488] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:12.376878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:12.381129] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:12.385116] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:12.389113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:12.389254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:15.394519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:15.399009] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:15.402885] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:15.406728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:15.406830] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:18.412682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:18.416400] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:18.420493] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:18.424265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:18.424370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:21.430042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:21.434830] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:21.440009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:21.445005] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:21.445090] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:24.450401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:24.455695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:24.460830] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:24.465039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:24.465176] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:27.470964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:27.475164] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:27.482371] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:27.486742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:27.486844] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:30.492089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:30.496191] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:30.502230] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:30.507150] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:30.507262] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:33.542768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:33.578105] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:33.613206] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:33.618573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:33.618749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:36.623717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:36.628530] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:36.633614] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:36.637408] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:36.637498] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:39.643729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:39.649134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:39.653976] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:39.658269] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:39.658394] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:42.663267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:42.667704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:42.671883] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:42.675616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:42.675725] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:45.681088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:45.685413] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:45.690185] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:45.694603] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:45.694728] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:48.699483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:48.703138] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:48.708832] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:48.713971] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:48.714094] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:51.719606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:51.723270] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:51.727059] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:51.730836] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:51.730956] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:54.736592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:54.740337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:54.744298] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:54.748932] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:54.749061] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:00:57.754594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:00:57.759083] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:00:57.763418] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:00:57.767128] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:00:57.767414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:00.773256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:00.778550] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:00.783413] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:00.788243] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:00.788381] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:03.794252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:03.799030] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:03.803104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:03.807339] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:03.807431] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:06.812581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:06.816929] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:06.821398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:06.825443] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:06.825544] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:09.830166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:09.834639] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:09.839259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:09.843294] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:09.843395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:12.848114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:12.851872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:12.855463] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:12.859952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:12.860044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:15.864820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:15.869808] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:15.874197] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:15.879346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:15.879524] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:18.885088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:18.889412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:18.893182] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:18.896724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:18.896806] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:21.901490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:21.905896] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:21.909867] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:21.913731] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:21.913836] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:24.922133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:24.926639] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:24.930746] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:24.934578] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:24.934684] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:27.940307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:27.945962] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:27.952064] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:27.957110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:27.957281] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:30.962185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:30.966228] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:30.970190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:30.974580] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:30.974725] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:33.979766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:33.984625] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:33.988919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:33.992524] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:33.992612] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:36.998119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:37.002908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:37.007530] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:37.011996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:37.012135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:40.016609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:40.051940] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:40.086715] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:40.090818] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:40.090919] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:43.095596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:43.100183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:43.105355] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:43.109576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:43.109712] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:46.114698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:46.119439] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:46.123984] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:46.128050] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:46.128176] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:49.133502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:49.138889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:49.144422] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:49.149048] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:49.149182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:52.153755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:52.158952] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:52.165204] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:52.170216] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:52.170389] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:55.176440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:55.181698] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:55.185680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:55.190632] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:55.190801] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:01:58.196943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:01:58.201820] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:01:58.206358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:01:58.211381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:01:58.211518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:01.216890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:01.220847] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:01.225061] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:01.233806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:01.233996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:04.239475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:04.243965] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:04.251888] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:04.256516] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:04.256619] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:07.262419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:07.266755] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:07.271328] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:07.276356] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:07.276473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:10.284398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:10.289479] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:10.294022] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:10.299124] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:10.299245] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:13.304820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:13.309210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:13.313216] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:13.319362] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:13.319513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:16.324222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:16.328086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:16.332067] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:16.336100] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:16.336197] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:19.343423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:19.347684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:19.352253] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:19.358507] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:19.358770] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:22.363840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:22.368112] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:22.372531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:22.376859] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:22.376978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:25.383546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:25.388552] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:25.392676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:25.396932] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:25.397057] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:28.403243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:28.407960] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:28.412268] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:28.416137] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:28.416293] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:31.424199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:31.432430] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:31.438322] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:31.443733] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:31.443904] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:34.449482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:34.454181] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:34.458408] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:34.462159] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:34.462242] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:37.466757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:37.470868] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:37.474665] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:37.478243] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:37.478330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:40.483836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:40.488048] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:40.492468] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:40.496116] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:40.496223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:43.501431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:43.506343] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:43.510746] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:43.516201] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:43.516324] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:46.521977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:46.527400] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:46.531719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:46.535622] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:46.535751] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:49.541274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:49.545747] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:49.549891] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:49.554501] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:49.554634] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:52.561132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:52.566613] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:52.572623] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:52.576873] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:52.576971] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:55.582543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:55.588051] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:55.592922] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:55.597989] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:55.598092] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:02:58.603129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:02:58.606859] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:02:58.610668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:02:58.614347] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:02:58.614442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:01.620393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:01.625430] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:01.630520] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:01.634902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:01.634996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:04.640241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:04.644061] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:04.648883] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:04.652743] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:04.652828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:07.658529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:07.662624] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:07.667296] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:07.675448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:07.675619] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:10.683060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:10.689705] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:10.696855] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:10.702272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:10.702410] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:13.708511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:13.712734] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:13.716751] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:13.721201] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:13.721320] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:16.727161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:16.731380] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:16.735228] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:16.739104] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:16.739188] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:19.744685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:19.748571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:19.752775] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:19.756877] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:19.756973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:22.762765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:22.767175] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:22.771257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:22.775295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:22.775585] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:25.781150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:25.786102] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:25.791552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:25.796694] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:25.796808] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:28.802334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:28.806268] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:28.810176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:28.813978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:28.814068] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:31.819605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:31.824585] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:31.829487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:31.833444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:31.833532] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:34.840541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:34.845205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:34.849424] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:34.853970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:34.854072] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:37.861428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:37.866383] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:37.871864] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:37.876555] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:37.876693] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:40.883120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:40.888998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:40.894577] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:40.899527] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:40.899690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:43.905627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:43.910750] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:43.915842] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:43.920229] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:43.920325] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:46.925567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:46.929870] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:46.934148] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:46.938444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:46.938567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:49.943066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:49.947202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:49.950837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:49.954373] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:49.954459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:52.961192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:52.965181] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:52.969776] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:52.974672] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:52.974870] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:55.979118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:55.984702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:55.989041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:55.992711] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:55.992800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:03:58.998559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:03:59.002979] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:03:59.007865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:03:59.011944] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:03:59.012049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:02.017342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:02.024016] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:02.028252] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:02.031808] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:02.031889] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:05.036362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:05.040490] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:05.044717] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:05.048740] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:05.048835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:08.053434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:08.057210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:08.061676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:08.065919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:08.066009] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:11.073805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:11.108516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:11.144003] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:11.148589] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:11.148696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:14.154987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:14.160336] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:14.165273] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:14.170602] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:14.170777] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:17.175388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:17.180133] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:17.184773] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:17.188823] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:17.188912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:20.193309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:20.197078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:20.201329] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:20.205318] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:20.205406] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:23.210582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:23.214965] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:23.219173] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:23.223436] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:23.223556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:26.229807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:26.234825] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:26.239876] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:26.245242] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:26.245364] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:29.250107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:29.254067] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:29.258247] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:29.262115] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:29.262207] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:32.267824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:32.271616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:32.275668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:32.280402] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:32.280507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:35.285882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:35.289963] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:35.294133] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:35.298207] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:35.298328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:38.304881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:38.309322] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:38.314130] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:38.319622] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:38.319799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:41.325424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:41.330207] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:41.334351] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:41.337974] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:41.338052] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:44.342900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:44.346676] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:44.350158] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:44.353582] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:44.353688] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:47.359402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:47.363060] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:47.366495] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:47.370362] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:47.370459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:50.378437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:50.383242] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:50.387387] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:50.391469] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:50.391580] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:53.398867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:53.404418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:53.408845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:53.412858] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:53.412980] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:56.418140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:56.422260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:56.426182] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:56.430072] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:56.430186] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:04:59.434813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:04:59.439533] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:04:59.443347] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:04:59.446873] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:04:59.446959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:02.452841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:02.458275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:02.462442] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:02.466416] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:02.466518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:05.471847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:05.476167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:05.480031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:05.483946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:05.484059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:08.490087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:08.494378] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:08.498520] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:08.502689] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:08.502813] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:11.508389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:11.513020] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:11.517179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:11.520815] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:11.520895] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:14.528561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:14.532931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:14.536689] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:14.540842] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:14.541042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:17.546608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:17.550278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:17.553792] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:17.557629] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:17.557786] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:20.565532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:20.570806] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:20.576024] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:20.581350] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:20.581481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:23.588059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:23.592421] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:23.597180] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:23.602172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:23.602277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:26.607065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:26.611071] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:26.614794] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:26.618464] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:26.618555] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:29.624921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:29.629962] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:29.634145] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:29.637981] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:29.638069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:32.644158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:32.649156] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:32.654000] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:32.658961] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:32.659083] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:35.663304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:35.667188] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:35.671009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:35.675181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:35.675269] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:38.679614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:38.683280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:38.687007] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:38.690862] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:38.690969] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:41.696148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:41.701235] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:41.705879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:41.710913] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:41.711054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:44.716495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:44.721072] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:44.725800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:44.730505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:44.730597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:47.737392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:47.741700] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:47.745927] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:47.749862] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:47.749944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:50.755817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:50.759594] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:50.763450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:50.768996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:50.769124] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:53.773520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:53.777493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:53.781438] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:53.785567] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:53.785690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:56.790801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:56.794667] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:56.798675] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:56.802833] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:56.802964] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:05:59.809921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:05:59.814815] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:05:59.819627] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:05:59.824002] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:05:59.824104] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:02.829379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:02.833985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:02.839199] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:02.843670] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:02.843794] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:05.849337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:05.854137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:05.859313] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:05.863208] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:05.863307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:08.868722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:08.872568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:08.876843] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:08.880585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:08.880698] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:11.886013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:11.891211] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:11.896684] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:11.900522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:11.900685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:14.905511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:14.910122] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:14.914066] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:14.917948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:14.918045] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:17.923087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:17.927407] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:17.932197] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:17.936519] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:17.936628] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:20.942850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:20.948403] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:20.953701] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:20.958183] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:20.958301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:23.963867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:23.968047] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:23.972190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:23.976952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:23.977090] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:26.983797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:26.988882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:26.994448] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:26.998945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:26.999059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:30.006220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:30.014354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:30.019564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:30.024902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:30.025046] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:33.030274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:33.033936] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:33.037434] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:33.041074] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:33.041157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:36.045318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:36.049123] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:36.053277] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:36.058098] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:36.058223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:39.375420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:39.381007] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:39.385673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:39.391422] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:39.391602] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:42.398506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:42.434884] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:42.471487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:42.476348] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:42.476447] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:45.484935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:45.490267] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:45.495588] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:45.499558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:45.499691] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:48.504786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:48.509293] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:48.514577] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:48.519295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:48.519405] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:51.524801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:51.530149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:51.535215] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:51.539056] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:51.539141] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:54.544519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:54.548359] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:54.552870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:54.556759] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:54.556851] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:06:57.564042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:06:57.569515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:06:57.575154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:06:57.580946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:06:57.581126] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:00.585968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:00.590427] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:00.595492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:00.600012] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:00.600139] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:03.605052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:03.608725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:03.612480] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:03.617599] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:03.617797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:06.623258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:06.627214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:06.631105] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:06.634910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:06.635009] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:09.641989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:09.646566] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:09.650974] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:09.656577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:09.656763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:12.662377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:12.666969] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:12.671536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:12.676189] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:12.676394] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:15.682963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:15.687154] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:15.691578] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:15.697195] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:15.697385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:18.703635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:18.708893] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:18.713567] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:18.718529] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:18.718709] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:21.724058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:21.728090] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:21.731897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:21.735852] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:21.735950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:24.741806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:24.746748] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:24.751144] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:24.755097] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:24.755196] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:27.760376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:27.763988] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:27.767891] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:27.771681] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:27.771772] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:30.779317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:30.784511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:30.789842] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:30.796591] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:30.796784] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:33.803228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:33.810039] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:33.817171] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:33.821537] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:33.821700] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:36.826994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:36.831616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:36.835940] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:36.841262] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:36.841375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:39.847633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:39.851952] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:39.855757] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:39.859582] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:39.859705] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:42.864333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:42.869248] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:42.874108] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:42.878679] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:42.878785] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:45.884558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:45.889576] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:45.893713] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:45.898213] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:45.898407] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:48.906387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:48.910715] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:48.914711] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:48.918545] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:48.918628] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:51.924076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:51.927716] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:51.932943] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:51.937078] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:51.937173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:54.944548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:54.948563] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:54.952453] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:54.956870] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:54.956987] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:07:57.963491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:07:57.969508] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:07:57.975112] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:07:57.979067] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:07:57.979157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:00.983267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:00.987167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:00.991109] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:00.995003] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:00.995098] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:04.000045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:04.004156] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:04.008821] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:04.012615] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:04.012746] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:07.017905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:07.028819] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:07.033323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:07.037297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:07.037391] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:10.129982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:10.135104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:10.141307] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:10.146831] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:10.146954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:13.152071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:13.187166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:13.223780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:13.228764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:13.228906] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:16.234221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:16.239896] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:16.245186] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:16.250535] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:16.250830] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:19.255455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:19.263261] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:19.268602] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:19.272883] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:19.272982] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:22.278766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:22.283222] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:22.287721] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:22.292571] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:22.292710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:25.297177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:25.301248] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:25.306084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:25.311169] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:25.311274] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:28.317611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:28.321720] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:28.325692] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:28.329233] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:28.329315] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:31.334062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:31.337722] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:31.341539] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:31.345245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:31.345324] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:34.350826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:34.355329] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:34.363490] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:34.368404] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:34.368546] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:37.374914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:37.379710] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:37.384361] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:37.389360] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:37.389504] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:40.395601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:40.400034] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:40.403903] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:40.408320] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:40.408414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:43.414454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:43.420169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:43.425737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:43.434870] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:43.435025] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:46.439921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:46.445175] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:46.449348] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:46.453390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:46.453530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:49.457521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:49.461233] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:49.464931] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:49.468317] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:49.468415] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:52.472736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:52.476660] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:52.480528] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:52.484489] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:52.484600] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:55.490451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:55.494694] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:55.498689] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:55.502520] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:55.502662] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:08:58.507932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:08:58.512524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:08:58.517810] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:08:58.522426] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:08:58.522574] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:01.528454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:01.533281] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:01.538072] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:01.542501] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:01.542607] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:04.550128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:04.554468] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:04.558737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:04.563184] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:04.563320] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:07.568559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:07.572538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:07.576142] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:07.579984] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:07.580068] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:10.586744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:10.590911] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:10.595078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:10.599100] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:10.599199] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:13.605005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:13.610324] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:13.614687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:13.618859] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:13.618970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:16.624386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:16.628505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:16.632306] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:16.636402] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:16.636494] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:19.642129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:19.647702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:19.652813] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:19.657782] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:19.658095] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:22.665013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:22.672430] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:22.677717] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:22.683043] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:22.683220] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:25.687905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:25.692209] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:25.696211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:25.700031] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:25.700139] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:28.705711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:28.710946] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:28.716060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:28.721079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:28.721246] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:31.726293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:31.730770] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:31.734908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:31.738392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:31.738473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:34.743889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:34.747764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:34.751964] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:34.756379] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:34.756470] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:37.761339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:37.765521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:37.769339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:37.773017] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:37.773109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:40.779681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:40.784920] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:40.790295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:40.796081] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:40.796356] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:43.801492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:43.806332] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:43.812319] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:43.816942] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:43.817051] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:46.821320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:46.825082] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:46.828767] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:46.832532] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:46.832620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:49.837269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:49.841086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:49.844538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:49.848444] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:49.848572] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:52.854829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:52.860045] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:52.864571] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:52.868983] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:52.869072] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:55.873772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:55.878421] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:55.882749] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:55.886883] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:55.886996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:09:58.892048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:09:58.896131] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:09:58.900233] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:09:58.904558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:09:58.904690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:01.910112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:01.913903] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:01.918386] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:01.922675] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:01.922788] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:04.929249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:04.933985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:04.938611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:04.943384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:04.943546] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:07.948385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:07.952446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:07.956985] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:07.960892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:07.960973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:10.966487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:10.970732] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:10.974494] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:10.978707] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:10.978809] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:13.983873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:13.988784] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:13.993303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:13.997185] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:13.997277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:17.004498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:17.009690] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:17.014300] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:17.018582] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:17.018716] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:20.023919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:20.028104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:20.032461] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:20.036365] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:20.036534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:23.042150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:23.046844] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:23.052963] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:23.058001] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:23.058140] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:26.064222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:26.069526] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:26.074102] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:26.078424] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:26.078545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:29.084189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:29.088165] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:29.091843] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:29.096064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:29.096165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:32.101679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:32.105521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:32.109205] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:32.113200] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:32.113327] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:35.150210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:35.186006] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:35.222848] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:35.228315] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:35.228501] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:38.233841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:38.238375] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:38.243580] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:38.247786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:38.247886] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:41.282631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:41.287541] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:41.291828] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:41.296768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:41.296875] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:44.304855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:44.310770] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:44.318709] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:44.324806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:44.324945] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:47.329929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:47.334684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:47.339425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:47.346397] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:47.346965] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:50.352329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:50.357307] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:50.366235] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:50.371353] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:50.371478] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:53.377534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:53.381875] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:53.386506] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:53.391190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:53.391299] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:56.397508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:56.402554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:56.413227] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:56.418938] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:56.419066] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:10:59.424456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:10:59.430784] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:10:59.437844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:10:59.445975] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:10:59.446115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:02.451602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:02.456148] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:02.461662] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:02.466609] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:02.466734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:05.473173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:05.481444] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:05.487022] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:05.492338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:05.492452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:08.497522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:08.501392] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:08.505740] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:08.511267] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:08.511412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:11.517977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:11.522817] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:11.528244] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:11.532885] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:11.533012] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:14.537616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:14.547758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:14.551704] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:14.555884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:14.556000] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:17.561674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:17.566088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:17.569995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:17.573751] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:17.573828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:20.579758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:20.585057] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:20.588755] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:20.592434] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:20.592516] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:23.597965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:23.601551] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:23.605113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:23.609589] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:23.609734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:26.615120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:26.619900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:26.623983] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:26.631526] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:26.631620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:29.636155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:29.640341] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:29.644167] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:29.647601] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:29.647705] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:32.653222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:32.656908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:32.661426] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:32.665370] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:32.665459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:35.670288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:35.674537] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:35.679152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:35.683998] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:35.684131] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:38.690283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:38.694565] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:38.698509] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:38.703532] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:38.703683] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:41.709262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:41.713701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:41.718501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:41.723473] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:41.723583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:44.728188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:44.733233] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:44.737998] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:44.741575] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:44.741689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:47.746223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:47.750536] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:47.754600] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:47.758438] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:47.758518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:50.763703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:50.767809] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:50.771543] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:50.775314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:50.775405] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:53.780543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:53.784944] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:53.790133] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:53.795375] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:53.795505] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:56.800569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:56.804882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:56.810052] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:56.814567] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:56.814731] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:11:59.820459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:11:59.825360] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:11:59.830122] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:11:59.834786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:11:59.834874] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:02.839881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:02.844091] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:02.847817] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:02.851451] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:02.851544] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:05.857238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:05.862318] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:05.867675] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:05.871944] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:05.872044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:08.877268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:08.884014] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:08.888401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:08.892879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:08.892971] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:11.897819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:11.901426] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:11.905375] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:11.909135] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:11.909205] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:14.914316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:14.919735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:14.925213] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:14.929742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:14.929839] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:17.935512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:17.939884] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:17.943862] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:17.948284] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:17.948399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:20.953367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:20.957494] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:20.961756] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:20.967264] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:20.967370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:23.972807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:23.977111] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:23.981469] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:23.987274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:23.987471] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:26.993407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:26.998589] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:27.003492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:27.008292] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:27.008414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:30.014146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:30.018697] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:30.026381] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:30.030951] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:30.031062] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:33.036498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:33.040902] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:33.044498] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:33.049042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:33.049155] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:36.054607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:36.059409] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:36.063611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:36.068730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:36.068849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:39.075024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:39.079393] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:39.083986] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:39.088450] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:39.088571] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:42.291764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:42.296740] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:42.301848] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:42.306433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:42.306547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:45.311904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:45.346888] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:45.382868] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:45.386759] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:45.386861] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:48.392243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:48.398939] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:48.405352] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:48.410032] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:48.410172] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:51.415316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:51.420724] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:51.425680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:51.430368] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:51.430487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:54.435540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:54.440319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:54.444667] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:54.448678] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:54.448777] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:12:57.453718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:12:57.457811] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:12:57.461859] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:12:57.466301] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:12:57.466405] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:00.470610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:00.474384] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:00.478729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:00.483849] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:00.483974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:03.489043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:03.493511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:03.497784] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:03.501708] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:03.501973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:06.507590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:06.512532] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:06.516918] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:06.521611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:06.521907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:09.527998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:09.532192] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:09.536053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:09.539921] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:09.540011] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:12.545749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:12.550189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:12.554494] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:12.558921] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:12.559045] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:15.566253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:15.573402] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:15.579929] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:15.585557] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:15.585782] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:18.595807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:18.601047] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:18.605825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:18.609976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:18.610073] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:21.614875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:21.618554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:21.622178] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:21.625783] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:21.625872] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:24.633625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:24.638466] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:24.642938] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:24.648101] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:24.648374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:27.654672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:27.659884] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:27.664193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:27.669265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:27.669385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:30.674527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:30.680400] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:30.684325] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:30.689048] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:30.689246] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:33.693858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:33.697616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:33.701209] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:33.705530] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:33.705673] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:36.711092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:36.715752] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:36.720252] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:36.724096] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:36.724181] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:39.730705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:39.734886] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:39.739390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:39.744878] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:39.745066] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:42.750671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:42.754551] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:42.758096] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:42.761573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:42.761680] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:45.766707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:45.772149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:45.776937] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:45.780878] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:45.780975] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:48.786669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:48.790568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:48.794459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:48.798326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:48.798417] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:51.804255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:51.808951] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:51.813222] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:51.817795] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:51.817903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:54.823423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:54.828215] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:54.832807] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:54.837187] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:54.837305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:13:57.841990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:13:57.845988] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:13:57.850067] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:13:57.853688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:13:57.853785] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:00.860183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:00.864106] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:00.867899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:00.871718] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:00.871809] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:03.876296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:03.880448] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:03.884216] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:03.888061] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:03.888185] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:06.893544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:06.897835] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:06.901813] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:06.905607] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:06.905717] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:09.910752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:09.914870] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:09.919156] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:09.923383] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:09.923506] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:12.930029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:12.934524] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:12.938958] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:12.943693] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:12.943802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:15.950047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:15.954875] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:15.959518] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:15.963261] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:15.963537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:18.968557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:18.973074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:18.977779] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:18.982269] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:18.982370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:21.987858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:21.992205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:21.996378] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:22.001673] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:22.001789] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:25.008202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:25.013418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:25.018106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:25.022839] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:25.022990] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:28.028922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:28.033248] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:28.037112] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:28.040821] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:28.040910] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:31.047551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:31.053334] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:31.058674] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:31.063137] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:31.063261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:34.068998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:34.073433] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:34.078131] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:34.081738] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:34.081823] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:37.087030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:37.091073] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:37.095006] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:37.099152] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:37.099277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:40.104921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:40.109372] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:40.113319] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:40.118361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:40.118930] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:43.125854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:43.130227] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:43.134708] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:43.138848] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:43.138955] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:46.144039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:46.178471] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:46.214411] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:46.219326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:46.219610] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:49.225681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:49.230932] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:49.235863] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:49.240966] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:49.241110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:52.246017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:52.250214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:52.255103] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:52.259298] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:52.259421] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:55.265088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:55.269791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:55.274339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:55.279744] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:55.279888] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:14:58.285356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:14:58.290637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:14:58.295048] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:14:58.299590] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:14:58.299757] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:01.304447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:01.308795] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:01.313245] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:01.317793] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:01.317907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:04.323969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:04.328448] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:04.332136] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:04.336075] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:04.336188] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:07.341666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:07.346861] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:07.351410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:07.355842] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:07.355965] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:10.360976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:10.365841] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:10.369946] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:10.374599] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:10.374811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:13.381745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:13.386175] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:13.390924] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:13.395084] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:13.395203] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:16.401041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:16.408073] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:16.414582] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:16.419700] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:16.420024] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:19.427022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:19.432701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:19.437999] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:19.442303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:19.442402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:22.447522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:22.451477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:22.455240] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:22.459509] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:22.459770] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:25.464788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:25.468624] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:25.472762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:25.476508] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:25.476592] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:28.481714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:28.485493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:28.489442] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:28.493472] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:28.493602] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:31.499522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:31.503819] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:31.507945] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:31.511681] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:31.511779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:34.517060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:34.521577] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:34.525455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:34.529260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:34.529369] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:37.534466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:37.538370] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:37.542128] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:37.545785] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:37.545876] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:40.555086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:40.559358] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:40.563469] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:40.567631] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:40.567826] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:43.573385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:43.578212] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:43.583105] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:43.587709] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:43.587835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:46.594333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:46.600354] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:46.606010] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:46.609968] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:46.610056] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:49.615636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:49.620078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:49.624258] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:49.629667] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:49.629897] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:52.633954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:52.637585] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:52.641410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:52.645070] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:52.645166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:55.650838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:55.656009] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:55.661278] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:55.667210] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:55.667328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:15:58.672758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:15:58.677247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:15:58.681870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:15:58.686077] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:15:58.686183] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:01.691819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:01.696900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:01.701241] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:01.705611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:01.705745] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:04.712954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:04.718631] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:04.723953] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:04.728297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:04.728418] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:07.734116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:07.737991] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:07.741609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:07.745199] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:07.745321] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:10.750966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:10.755072] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:10.759010] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:10.762672] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:10.762764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:13.768768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:13.773317] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:13.777141] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:13.780884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:13.780966] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:16.785912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:16.790435] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:16.794743] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:16.798361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:16.798452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:19.804049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:19.809837] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:19.814485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:19.818485] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:19.818563] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:22.825207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:22.830483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:22.835022] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:22.839791] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:22.839913] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:25.846518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:25.852104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:25.856884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:25.861893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:25.862031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:28.866297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:28.870347] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:28.874522] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:28.878797] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:28.878929] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:31.884757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:31.889742] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:31.893732] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:31.897484] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:31.897577] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:34.901878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:34.907062] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:34.911820] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:34.916457] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:34.916554] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:37.921615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:37.925844] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:37.930425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:37.934387] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:37.934477] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:40.941103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:40.944990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:40.949043] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:40.952954] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:40.953036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:43.959615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:43.964271] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:43.969368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:43.974999] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:43.975209] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:46.981137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:46.985582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:46.990280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:46.994329] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:46.994430] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:49.999680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:50.003535] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:50.007265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:50.012409] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:50.012543] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:53.018590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:53.023967] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:53.027919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:53.031856] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:53.031939] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:56.037206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:56.041458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:56.045427] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:56.049419] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:56.049525] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:16:59.054362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:16:59.058637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:16:59.062393] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:16:59.065839] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:16:59.065919] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:02.072181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:02.077269] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:02.081837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:02.086053] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:02.086163] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:05.091669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:05.096096] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:05.101039] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:05.104579] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:05.104686] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:08.109468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:08.114536] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:08.119724] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:08.123786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:08.123870] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:11.129951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:11.134551] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:11.138571] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:11.142347] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:11.142437] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:14.147021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:14.150939] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:14.156128] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:14.160420] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:14.160508] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:17.165365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:17.170243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:17.174855] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:17.179074] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:17.179173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:20.184049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:20.188075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:20.193242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:20.197624] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:20.197763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:23.203601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:23.208351] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:23.213074] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:23.217685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:23.217811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:26.223534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:26.227768] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:26.232089] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:26.236295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:26.236405] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:29.242806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:29.246843] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:29.251668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:29.255835] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:29.255928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:32.263064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:32.267442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:32.271636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:32.275485] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:32.275566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:35.281628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:35.286368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:35.291127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:35.295520] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:35.295629] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:38.302845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:38.307513] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:38.312218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:38.316188] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:38.316282] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:41.322096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:41.327393] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:41.332864] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:41.338162] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:41.338293] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:44.343690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:44.348100] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:44.351885] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:44.355626] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:44.355729] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:47.360149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:47.364718] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:47.369307] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:47.373066] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:47.373179] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:50.378258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:50.382804] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:50.386795] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:50.390689] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:50.390800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:53.396325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:53.400093] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:53.403615] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:53.407575] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:53.407745] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:56.413963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:56.418496] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:56.423068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:56.427399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:56.427487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:17:59.437138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:17:59.444369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:17:59.449865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:17:59.455711] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:17:59.455881] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:02.462011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:02.466079] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:02.470414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:02.474506] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:02.474621] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:05.479942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:05.483991] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:05.488306] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:05.492377] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:05.492469] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:08.498190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:08.502694] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:08.506897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:08.510934] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:08.511045] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:11.516430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:11.520851] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:11.525368] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:11.529936] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:11.530082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:14.535448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:14.539944] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:14.544450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:14.548849] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:14.548947] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:17.557182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:17.565265] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:17.572189] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:17.579161] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:17.579350] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:20.585167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:20.590194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:20.594663] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:20.599329] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:20.599435] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:23.604884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:23.609678] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:23.614152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:23.618257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:23.618364] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:26.623108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:26.627395] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:26.631428] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:26.636070] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:26.636177] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:29.640937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:29.644677] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:29.648555] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:29.652360] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:29.652449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:32.658807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:32.663930] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:32.669523] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:32.674074] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:32.674180] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:35.679072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:35.683211] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:35.687664] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:35.691780] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:35.691899] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:38.697384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:38.701988] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:38.706542] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:38.710573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:38.710694] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:41.715076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:41.719035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:41.722512] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:41.726008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:41.726091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:44.730919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:44.734949] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:44.739193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:44.743865] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:44.743970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:47.749057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:47.753878] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:47.759004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:47.763131] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:47.763232] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:50.769208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:50.773262] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:50.777268] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:50.781353] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:50.781446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:53.787215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:53.792914] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:53.797160] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:53.800912] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:53.801029] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:56.807701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:56.812436] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:56.817056] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:56.821849] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:56.821951] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:18:59.827479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:18:59.832131] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:18:59.836192] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:18:59.840814] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:18:59.840939] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:02.846882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:02.851702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:02.856202] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:02.860272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:02.860384] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:05.865426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:05.869258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:05.873017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:05.877150] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:05.877265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:08.883411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:08.888024] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:08.891954] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:08.895691] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:08.895793] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:11.901033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:11.905288] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:11.909501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:11.913940] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:11.914060] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:14.922854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:14.927383] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:14.931745] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:14.936159] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:14.936542] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:17.941767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:17.946486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:17.951981] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:17.956245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:17.956362] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:20.961733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:20.966048] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:20.974341] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:20.979206] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:20.979360] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:23.984727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:23.990229] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:23.994590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:23.998668] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:23.998771] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:27.004032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:27.007824] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:27.011567] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:27.016073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:27.016237] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:30.021224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:30.025507] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:30.029845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:30.034081] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:30.034199] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:33.039910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:33.044527] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:33.048837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:33.053895] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:33.054017] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:36.061337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:36.065805] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:36.072705] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:36.077252] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:36.077370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:39.081985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:39.086163] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:39.090277] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:39.095012] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:39.095108] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:42.099571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:42.103512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:42.107437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:42.111481] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:42.111590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:45.117557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:45.121567] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:45.125534] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:45.129317] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:45.129413] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:48.134993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:48.169780] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:48.204343] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:48.208207] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:48.208298] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:51.214533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:51.218854] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:51.222612] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:51.226202] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:51.226288] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:54.230496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:54.234271] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:54.238153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:54.242005] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:54.242093] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:19:57.249123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:19:57.254412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:19:57.259304] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:19:57.263045] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:19:57.263137] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:00.268609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:00.274185] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:00.279138] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:00.284393] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:00.284554] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:03.291572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:03.296583] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:03.301335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:03.306164] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:03.306315] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:06.312171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:06.316228] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:06.320254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:06.324312] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:06.324423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:09.329907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:09.334665] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:09.338985] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:09.343201] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:09.343312] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:12.349742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:12.354305] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:12.359295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:12.364142] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:12.364240] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:15.370024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:15.373921] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:15.377523] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:15.381133] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:15.381264] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:18.387756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:18.393067] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:18.398435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:18.403935] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:18.404065] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:21.409623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:21.413279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:21.417331] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:21.421392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:21.421472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:24.427278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:24.431371] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:24.435262] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:24.439934] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:24.440059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:27.445580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:27.449287] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:27.452984] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:27.457000] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:27.457095] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:30.462877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:30.468490] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:30.472410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:30.477072] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:30.477173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:33.483452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:33.488413] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:33.493274] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:33.498396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:33.498547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:36.532992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:36.568194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:36.602395] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:36.606583] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:36.606696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:39.611682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:39.616777] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:39.621771] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:39.626806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:39.626932] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:42.632225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:42.637403] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:42.643866] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:42.649336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:42.649810] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:45.655214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:45.659243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:45.663090] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:45.666993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:45.667099] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:48.672592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:48.677694] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:48.683005] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:48.687159] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:48.687293] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:51.692575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:51.697240] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:51.701492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:51.705180] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:51.705261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:54.709847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:54.713982] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:54.718209] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:54.722499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:54.722597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:20:57.728095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:20:57.733295] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:20:57.738583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:20:57.742975] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:20:57.743090] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:00.751929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:00.756053] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:00.759762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:00.763262] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:00.763342] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:03.768418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:03.772834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:03.776747] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:03.780984] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:03.781088] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:06.787973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:06.792990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:06.798075] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:06.804636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:06.804770] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:09.809894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:09.813956] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:09.818423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:09.822331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:09.822413] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:12.828207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:12.833316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:12.838190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:12.843558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:12.843723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:15.849746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:15.854279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:15.859004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:15.864667] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:15.864807] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:18.869972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:18.874985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:18.879865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:18.884368] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:18.884625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:21.890492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:21.894964] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:21.899198] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:21.903355] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:21.903443] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:24.909089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:24.914072] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:24.919286] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:24.924075] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:24.924226] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:27.929390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:27.933283] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:27.937531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:27.941775] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:27.941890] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:30.947621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:30.952318] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:30.958620] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:30.962786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:30.962871] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:33.968627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:33.972686] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:33.976387] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:33.979988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:33.980067] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:36.984836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:36.989258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:36.993412] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:36.997802] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:36.997901] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:40.002675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:40.006495] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:40.010125] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:40.013735] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:40.013820] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:43.019101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:43.024319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:43.028499] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:43.032386] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:43.032488] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:46.037595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:46.041597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:46.045844] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:46.049839] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:46.049934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:49.055573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:49.091284] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:49.126989] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:49.131628] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:49.131940] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:52.140118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:52.145793] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:52.150613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:52.155743] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:52.155917] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:55.161254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:55.165532] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:55.171231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:55.176434] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:55.176565] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:21:58.181070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:21:58.184957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:21:58.189455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:21:58.193611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:21:58.193723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:01.198194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:01.202414] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:01.206728] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:01.211028] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:01.211157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:04.216816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:04.221978] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:04.228152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:04.232991] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:04.233082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:07.238549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:07.242450] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:07.246467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:07.249968] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:07.250049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:10.257353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:10.261614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:10.265738] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:10.270593] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:10.270747] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:13.275639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:13.279542] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:13.283270] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:13.287054] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:13.287148] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:16.293796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:16.297665] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:16.301786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:16.305997] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:16.306162] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:19.312377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:19.316758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:19.320999] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:19.324882] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:19.325044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:22.332572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:22.337575] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:22.341575] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:22.346231] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:22.346459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:25.352298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:25.356360] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:25.360305] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:25.364135] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:25.364228] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:28.369471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:28.373518] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:28.377729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:28.381458] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:28.381578] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:31.387334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:31.391432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:31.395611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:31.399711] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:31.399812] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:34.404579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:34.409075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:34.413285] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:34.417982] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:34.418144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:37.424949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:37.430360] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:37.435759] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:37.440192] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:37.440278] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:40.444875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:40.449705] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:40.455494] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:40.460415] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:40.460549] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:43.465518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:43.469167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:43.473722] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:43.478553] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:43.478723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:46.484990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:46.489598] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:46.493710] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:46.497594] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:46.497759] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:49.503593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:49.509719] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:49.514748] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:49.518954] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:49.519061] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:52.524905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:52.529565] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:52.533694] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:52.537794] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:52.537879] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:55.543837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:55.553695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:55.559790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:55.565903] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:55.566050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:22:58.572601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:22:58.578281] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:22:58.583840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:22:58.589090] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:22:58.589225] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:01.597129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:01.601508] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:01.606228] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:01.611145] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:01.611257] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:04.616684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:04.625368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:04.630628] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:04.634961] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:04.635072] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:07.639576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:07.643256] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:07.647361] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:07.651358] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:07.651452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:10.656603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:10.662225] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:10.666444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:10.671843] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:10.671959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:13.677857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:13.682193] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:13.686123] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:13.690070] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:13.690156] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:16.696625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:16.700916] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:16.704477] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:16.707976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:16.708059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:19.714489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:19.720301] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:19.725707] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:19.730864] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:19.730973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:22.735827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:22.741370] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:22.746003] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:22.749891] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:22.749985] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:25.755366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:25.760910] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:25.765425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:25.770292] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:25.770391] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:28.774961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:28.779168] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:28.782812] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:28.786358] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:28.786447] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:31.791480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:31.795445] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:31.799831] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:31.803730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:31.803825] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:34.810048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:34.814537] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:34.818350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:34.822023] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:34.822104] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:37.827271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:37.831541] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:37.835699] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:37.840052] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:37.840167] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:40.844779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:40.849179] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:40.853683] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:40.857731] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:40.857851] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:43.863544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:43.868009] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:43.872487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:43.876748] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:43.876863] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:46.883063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:46.887979] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:46.892821] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:46.897687] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:46.897818] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:49.903389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:49.907606] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:49.911738] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:49.915242] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:49.915323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:52.921147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:52.925182] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:52.929231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:52.933625] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:52.933734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:55.938792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:55.942914] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:55.946803] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:55.950938] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:55.951036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:23:58.956580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:23:58.961692] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:23:58.965946] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:23:58.969702] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:23:58.969787] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:01.975033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:01.979205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:01.983689] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:01.988152] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:01.988241] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:04.993514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:04.997879] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:05.004297] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:05.008552] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:05.008674] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:08.014185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:08.018210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:08.022187] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:08.025956] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:08.026044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:11.031378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:11.035300] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:11.039435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:11.043354] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:11.043459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:14.049198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:14.053351] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:14.057146] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:14.061027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:14.061127] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:17.365814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:17.370281] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:17.375120] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:17.379187] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:17.379285] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:20.384607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:20.421253] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:20.455340] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:20.459529] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:20.459617] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:23.467094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:23.473612] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:23.481392] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:23.486390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:23.486475] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:26.490767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:26.495788] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:26.499991] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:26.503688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:26.503784] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:29.508617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:29.513714] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:29.519630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:29.524235] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:29.524375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:32.532015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:32.535793] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:32.540492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:32.544230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:32.544307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:35.549589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:35.553497] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:35.558147] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:35.562302] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:35.562408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:38.567213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:38.571791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:38.577129] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:38.581545] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:38.581685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:41.586132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:41.590278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:41.594514] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:41.598755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:41.598873] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:44.603808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:44.607519] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:44.611090] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:44.614592] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:44.614701] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:47.621172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:47.625510] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:47.629562] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:47.634445] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:47.634831] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:50.639893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:50.644935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:50.650336] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:50.654254] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:50.654333] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:53.660247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:53.665566] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:53.670851] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:53.676463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:53.676607] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:56.684053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:56.690963] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:56.697521] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:56.703464] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:56.703622] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:24:59.711903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:24:59.716540] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:24:59.721595] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:24:59.726810] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:24:59.726961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:02.734261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:02.740863] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:02.747016] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:02.751567] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:02.751691] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:05.757693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:05.761615] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:05.766009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:05.770264] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:05.770344] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:08.775609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:08.782298] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:08.787077] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:08.791540] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:08.791629] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:11.796206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:11.799917] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:11.803511] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:11.807155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:11.807242] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:14.811862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:14.815958] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:14.820357] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:14.824225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:14.824315] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:17.831156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:17.836615] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:17.841967] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:17.846843] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:17.847024] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:20.853175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:20.858376] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:20.863445] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:20.867472] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:20.867574] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:23.872990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:23.877214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:23.881435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:23.885381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:23.885467] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:26.892365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:26.897756] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:26.902024] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:26.906113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:26.906198] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:29.912090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:29.916498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:29.920166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:29.923944] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:29.924057] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:32.930406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:32.935036] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:32.940254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:32.944905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:32.944988] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:35.950473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:35.955681] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:35.959933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:35.963897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:35.963989] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:38.969040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:38.973268] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:38.977842] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:38.981497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:38.981620] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:41.986059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:41.990513] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:41.995956] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:42.000282] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:42.000387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:45.006903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:45.012455] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:45.017547] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:45.025591] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:45.025743] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:48.032320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:48.037388] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:48.041857] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:48.046401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:48.046548] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:51.051680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:51.088204] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:51.124236] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:51.128607] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:51.128754] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:54.134138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:54.138492] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:54.142925] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:54.146723] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:54.146822] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:25:57.151202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:25:57.155946] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:25:57.160523] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:25:57.164702] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:25:57.164810] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:00.169512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:00.173437] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:00.178698] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:00.183511] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:00.183671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:03.188377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:03.192540] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:03.197291] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:03.201910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:03.202056] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:06.207558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:06.211604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:06.215575] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:06.220778] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:06.220914] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:09.227230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:09.232860] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:09.238461] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:09.245799] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:09.245923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:12.252909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:12.258854] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:12.264184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:12.271813] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:12.271921] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:15.276937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:15.280879] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:15.284504] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:15.288479] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:15.288567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:18.293448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:18.297337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:18.301371] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:18.305064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:18.305145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:21.310502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:21.315715] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:21.320233] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:21.324134] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:21.324215] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:24.329804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:24.335007] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:24.338765] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:24.342279] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:24.342361] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:27.347695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:27.351984] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:27.356506] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:27.360881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:27.360968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:30.366746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:30.370950] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:30.374564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:30.379411] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:30.379588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:33.384686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:33.388581] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:33.392301] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:33.395961] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:33.396046] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:36.402434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:36.406300] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:36.410053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:36.413614] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:36.413720] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:39.417826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:39.421418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:39.425021] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:39.428701] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:39.428790] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:42.435359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:42.440331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:42.444787] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:42.449245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:42.449357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:45.457821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:45.470993] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:45.478564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:45.485079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:45.485271] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:48.489556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:48.493620] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:48.498163] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:48.502225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:48.502309] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:51.508517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:51.513920] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:51.519470] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:51.523977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:51.524096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:54.529175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:54.533152] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:54.537269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:54.541332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:54.541422] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:26:57.547281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:26:57.551497] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:26:57.556810] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:26:57.561369] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:26:57.561488] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:00.568047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:00.572335] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:00.576879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:00.581209] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:00.581307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:03.586715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:03.590778] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:03.594841] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:03.599309] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:03.599404] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:06.604879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:06.609228] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:06.613056] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:06.616785] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:06.616895] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:09.621762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:09.626210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:09.631178] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:09.636440] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:09.636532] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:12.644098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:12.648600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:12.654508] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:12.660534] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:12.660738] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:15.666480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:15.671073] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:15.675298] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:15.679039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:15.679128] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:18.685461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:18.692066] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:18.697360] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:18.701778] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:18.701867] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:21.708690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:21.714614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:21.720115] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:21.724138] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:21.724224] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:24.729543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:24.733672] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:24.738282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:24.743757] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:24.743860] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:27.749854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:27.753692] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:27.757865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:27.761602] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:27.761709] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:30.766448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:30.770532] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:30.774036] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:30.778126] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:30.778241] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:33.782752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:33.786689] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:33.790757] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:33.794785] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:33.794882] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:36.800668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:36.804881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:36.808977] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:36.813825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:36.813961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:39.822612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:39.827727] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:39.831680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:39.835473] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:39.835556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:42.840627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:42.844314] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:42.848088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:42.852303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:42.852391] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:45.857316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:45.862078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:45.865843] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:45.870199] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:45.870542] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:48.876718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:48.880531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:48.884263] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:48.888319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:48.888438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:51.895048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:51.899614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:51.903770] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:51.907747] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:51.907837] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:54.913292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:54.918068] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:54.922615] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:54.926781] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:54.926889] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:27:57.932083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:27:57.935967] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:27:57.939955] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:27:57.943702] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:27:57.943828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:00.949173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:00.954097] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:00.957850] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:00.961554] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:00.961638] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:03.967003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:03.971368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:03.975312] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:03.978942] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:03.979023] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:06.984178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:06.988311] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:06.993591] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:06.997885] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:06.998097] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:10.004511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:10.008402] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:10.013083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:10.016597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:10.016719] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:13.022000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:13.025814] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:13.029514] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:13.033193] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:13.033285] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:16.039158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:16.043222] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:16.046930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:16.050738] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:16.050828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:19.253984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:19.258273] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:19.263111] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:19.266980] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:19.267064] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:22.273422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:22.308620] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:22.352083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:22.356390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:22.356486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:25.362261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:25.368329] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:25.374636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:25.379402] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:25.379501] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:28.384893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:28.390128] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:28.395080] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:28.400195] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:28.400294] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:31.405029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:31.409461] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:31.414133] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:31.418980] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:31.419109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:34.424215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:34.428433] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:34.433855] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:34.438550] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:34.438720] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:37.445659] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:37.449488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:37.453661] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:37.457612] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:37.457763] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:40.464085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:40.468103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:40.472129] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:40.476167] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:40.476261] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:43.481529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:43.485930] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:43.489923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:43.493682] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:43.493775] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:46.501212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:46.507539] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:46.514344] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:46.520730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:46.520866] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:49.525314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:49.534516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:49.538849] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:49.542634] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:49.542775] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:52.548307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:52.553491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:52.560391] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:52.564742] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:52.564989] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:55.571022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:55.575769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:55.581152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:55.586797] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:55.586923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:28:58.592522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:28:58.596867] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:28:58.601392] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:28:58.606103] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:28:58.606236] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:01.610789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:01.614756] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:01.618637] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:01.622726] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:01.622824] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:04.628550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:04.633162] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:04.638284] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:04.643118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:04.643231] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:07.651152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:07.655845] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:07.659800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:07.663607] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:07.663714] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:10.669871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:10.674328] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:10.678681] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:10.682823] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:10.682910] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:13.689063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:13.693759] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:13.697935] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:13.703270] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:13.703372] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:16.711136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:16.715757] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:16.719924] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:16.724668] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:16.724777] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:19.731923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:19.736721] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:19.741016] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:19.745008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:19.745085] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:22.751634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:22.756410] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:22.760563] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:22.764461] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:22.764543] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:25.770868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:25.775578] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:25.780194] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:25.786711] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:25.786942] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:28.791561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:28.795132] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:28.799555] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:28.805066] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:28.805369] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:31.810378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:31.815082] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:31.819323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:31.823962] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:31.824117] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:34.829352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:34.834359] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:34.840415] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:34.845854] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:34.845976] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:37.851503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:37.855334] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:37.859798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:37.864125] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:37.864254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:40.869594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:40.873331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:40.877174] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:40.881160] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:40.881268] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:43.886159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:43.889882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:43.893950] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:43.897881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:43.897981] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:46.903006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:46.906852] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:46.910729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:46.914285] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:46.914374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:49.920670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:49.924831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:49.929261] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:49.933585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:49.934053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:52.939628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:52.945015] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:52.949747] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:52.953696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:52.953797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:55.959262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:55.963415] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:55.967190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:55.971177] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:55.971255] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:29:58.977819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:29:58.983264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:29:58.988016] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:29:58.992058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:29:58.992156] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:01.998542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:02.003368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:02.008684] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:02.014088] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:02.014204] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:05.020137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:05.024774] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:05.029084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:05.033223] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:05.033409] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:08.042425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:08.049529] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:08.056464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:08.061955] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:08.062130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:11.067670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:11.071278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:11.075154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:11.078671] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:11.078769] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:14.083895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:14.088397] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:14.094175] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:14.099537] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:14.099705] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:17.106984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:17.112992] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:17.118669] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:17.123947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:17.124096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:20.129772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:20.133957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:20.137931] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:20.141962] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:20.142079] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:23.147043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:23.203437] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:23.250327] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:23.254291] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:23.254382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:26.263185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:26.267577] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:26.271915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:26.276439] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:26.276542] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:29.281189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:29.286216] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:29.290951] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:29.295799] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:29.295910] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:32.300270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:32.304166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:32.308481] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:32.313344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:32.313442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:35.320399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:35.325369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:35.331696] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:35.337588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:35.337802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:38.375682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:38.414147] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:38.449529] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:38.454085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:38.454182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:41.461737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:41.469326] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:41.473754] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:41.477761] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:41.477847] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:44.482908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:44.488182] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:44.492232] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:44.496292] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:44.496382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:47.501216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:47.506173] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:47.510077] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:47.514114] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:47.514218] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:50.519051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:50.523303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:50.527846] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:50.531802] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:50.531884] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:53.537217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:53.542383] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:53.548044] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:53.552153] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:53.552254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:56.557698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:56.561709] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:56.565519] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:56.570681] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:56.571096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:30:59.577287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:30:59.582202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:30:59.587059] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:30:59.591897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:30:59.592036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:02.597243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:02.601278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:02.605094] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:02.609323] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:02.609419] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:05.615455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:05.620199] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:05.624318] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:05.633025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:05.633226] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:08.640307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:08.644865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:08.649078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:08.653264] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:08.653403] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:11.658966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:11.663701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:11.667540] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:11.671429] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:11.671523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:14.676517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:14.680264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:14.683998] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:14.687448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:14.687532] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:17.692575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:17.696303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:17.699879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:17.704028] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:17.704160] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:20.710441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:20.714391] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:20.722334] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:20.726402] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:20.726510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:23.733502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:23.740898] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:23.747113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:23.752544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:23.752722] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:26.758432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:26.762718] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:26.766845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:26.775194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:26.775291] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:29.780911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:29.784982] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:29.788928] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:29.792798] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:29.792878] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:32.803107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:32.809548] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:32.815787] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:32.821132] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:32.821342] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:35.825579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:35.829458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:35.833356] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:35.837786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:35.837885] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:38.843783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:38.848788] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:38.854312] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:38.860605] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:38.860906] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:41.867676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:41.872611] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:41.878995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:41.887051] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:41.887212] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:44.892805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:44.897865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:44.902322] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:44.907829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:44.907925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:47.912226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:47.916624] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:47.920854] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:47.924566] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:47.924697] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:50.930474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:50.934577] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:50.938797] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:50.944037] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:50.944155] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:53.948805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:53.952985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:53.957444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:53.962097] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:53.962217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:56.966997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:56.972127] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:56.977430] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:31:56.982636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:31:56.982796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:31:59.988475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:31:59.993456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:31:59.998006] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:00.003879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:00.004353] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:03.010125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:03.014799] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:03.019017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:03.023945] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:03.024310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:06.030374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:06.035771] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:06.042759] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:06.048432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:06.048685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:09.054410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:09.058977] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:09.063221] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:09.068141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:09.068301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:12.073783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:12.077805] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:12.081738] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:12.085502] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:12.085582] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:15.092012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:15.096637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:15.101456] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:15.105917] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:15.106098] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:18.112544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:18.119011] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:18.124906] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:18.133505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:18.133796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:21.140568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:21.144850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:21.148527] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:21.152949] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:21.153029] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:24.158352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:24.194316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:24.231299] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:24.236320] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:24.236423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:27.243218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:27.248288] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:27.253242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:27.257531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:27.257665] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:30.262371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:30.267735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:30.272704] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:30.277029] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:30.277185] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:33.284004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:33.290343] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:33.297564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:33.304498] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:33.304755] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:36.309552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:36.313141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:36.316575] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:36.320064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:36.320147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:39.324879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:39.328788] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:39.332357] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:39.336493] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:39.336617] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:42.342051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:42.346689] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:42.350949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:42.355003] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:42.355139] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:45.360696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:45.365594] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:45.370063] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:45.374062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:45.374180] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:48.379822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:48.383539] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:48.387397] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:48.391417] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:48.391510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:51.398256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:51.402172] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:51.406760] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:51.410559] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:51.410663] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:54.415818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:54.419989] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:54.424032] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:54.427456] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:54.427539] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:32:57.432472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:32:57.436414] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:32:57.440822] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:32:57.445105] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:32:57.445199] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:00.453155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:00.458635] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:00.464501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:00.470813] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:00.470953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:03.479116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:03.484889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:03.490267] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:03.495535] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:03.495672] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:06.501517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:06.505346] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:06.509320] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:06.513290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:06.513385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:09.518824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:09.522814] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:09.526563] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:09.531807] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:09.531968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:12.538213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:12.542254] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:12.545787] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:12.549448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:12.549529] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:15.554636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:15.558597] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:15.562401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:15.565953] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:15.566032] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:18.570576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:18.574302] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:18.578031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:18.581993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:18.582089] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:21.587396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:21.591763] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:21.596083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:21.601000] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:21.601120] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:24.607242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:24.613196] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:24.619504] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:24.625615] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:24.625783] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:27.631047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:27.634908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:27.638695] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:27.642771] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:27.642858] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:30.647479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:30.651718] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:30.655717] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:30.660524] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:30.660630] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:33.666819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:33.671066] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:33.675661] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:33.680080] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:33.680212] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:36.685597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:36.689458] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:36.693931] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:36.698060] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:36.698147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:39.703877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:39.708898] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:39.713997] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:39.718520] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:39.718608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:42.725456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:42.730412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:42.734804] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:42.739873] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:42.740084] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:45.746806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:45.751139] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:45.755028] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:45.758858] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:45.758953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:48.764887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:48.769552] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:48.773833] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:48.777854] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:48.777960] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:51.785343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:51.790664] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:51.795457] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:51.800257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:51.800358] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:54.805103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:54.809910] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:54.813848] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:54.817397] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:54.817478] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:33:57.822063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:33:57.826123] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:33:57.830989] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:33:57.835019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:33:57.835124] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:00.840060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:00.844347] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:00.848797] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:00.852907] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:00.853094] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:03.858388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:03.861874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:03.865476] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:03.868871] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:03.868950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:06.874686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:06.879872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:06.884523] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:06.888337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:06.888418] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:09.893572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:09.897216] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:09.900823] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:09.904225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:09.904309] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:12.909418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:12.913938] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:12.918149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:12.922177] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:12.922298] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:15.928530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:15.933145] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:15.937450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:15.942241] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:15.942373] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:18.947750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:18.951264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:18.955172] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:18.959025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:18.959111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:21.966231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:21.970522] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:21.975085] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:21.982865] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:21.983179] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:24.993093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:24.998820] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:25.004229] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:25.008380] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:25.008464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:28.014589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:28.019089] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:28.023931] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:28.028197] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:28.028294] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:31.035228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:31.039298] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:31.043520] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:31.048315] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:31.048399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:34.053942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:34.058514] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:34.062403] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:34.066262] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:34.066370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:37.071118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:37.075253] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:37.079125] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:37.082583] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:37.082686] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:40.087408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:40.091488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:40.095335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:40.098967] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:40.099053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:43.104102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:43.108116] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:43.112033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:43.115759] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:43.115873] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:46.121176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:46.125194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:46.129076] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:46.133025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:46.133116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:49.137989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:49.142235] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:49.146719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:49.150501] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:49.150584] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:52.156468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:52.160244] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:52.163823] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:52.167687] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:52.167795] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:55.172831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:55.177789] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:55.182058] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:55.185947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:55.186056] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:34:58.191622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:34:58.195913] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:34:58.201015] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:34:58.206792] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:34:58.206922] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:01.212313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:01.216846] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:01.222153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:01.227322] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:01.227498] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:04.234864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:04.239952] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:04.244271] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:04.248219] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:04.248312] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:07.254948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:07.259188] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:07.262673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:07.266093] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:07.266180] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:10.274950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:10.279987] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:10.285516] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:10.291813] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:10.291978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:13.297586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:13.302820] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:13.306636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:13.310570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:13.310697] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:16.316424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:16.320450] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:16.324572] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:16.328399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:16.328496] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:19.333997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:19.338587] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:19.342440] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:19.346353] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:19.346445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:22.352751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:22.357288] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:22.366164] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:22.371068] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:22.371189] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:25.376120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:25.380582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:25.384927] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:25.388685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:25.388778] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:28.394475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:28.398753] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:28.402748] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:28.406434] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:28.406522] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:31.413379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:31.417182] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:31.421454] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:31.425449] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:31.425578] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:34.430576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:34.434681] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:34.438544] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:34.442597] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:34.442716] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:37.447928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:37.452183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:37.456602] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:37.460692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:37.460954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:40.466812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:40.471158] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:40.475136] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:40.479287] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:40.479381] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:43.484818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:43.489806] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:43.494098] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:43.498351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:43.498481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:46.503167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:46.507689] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:46.511514] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:46.515263] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:46.515359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:49.520598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:49.525032] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:49.529965] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:49.534100] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:49.534208] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:52.540054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:52.545982] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:52.552455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:52.558891] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:52.559091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:55.563660] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:55.568942] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:55.573842] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:55.577473] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:55.577556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:35:58.582493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:35:58.587266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:35:58.592340] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:35:58.597073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:35:58.597223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:01.604556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:01.609151] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:01.614240] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:01.619402] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:01.619547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:04.624308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:04.628748] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:04.633006] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:04.637298] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:04.637466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:07.642740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:07.647060] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:07.651524] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:07.655917] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:07.656037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:10.662024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:10.667326] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:10.671709] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:10.675346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:10.675448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:13.680937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:13.685704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:13.692188] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:13.696610] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:13.696799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:16.703143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:16.709185] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:16.715105] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:16.719577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:16.719720] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:19.725746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:19.731876] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:19.737830] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:19.744617] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:19.744827] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:22.749888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:22.753857] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:22.758278] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:22.762006] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:22.762113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:25.767433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:25.772282] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:25.777153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:25.781366] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:25.781484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:28.786301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:28.790555] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:28.794410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:28.798587] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:28.798711] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:31.807630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:31.813116] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:31.817130] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:31.820879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:31.820964] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:34.828330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:34.832470] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:34.836395] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:34.840208] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:34.840304] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:37.846476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:37.851826] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:37.856148] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:37.860391] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:37.860488] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:40.866483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:40.872209] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:40.876726] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:40.880430] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:40.880534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:43.886233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:43.890592] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:43.895074] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:43.903042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:43.903147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:46.908367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:46.912720] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:46.925168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:46.929613] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:46.929896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:49.938941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:49.944130] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:49.949191] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:49.953461] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:49.953544] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:52.957965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:52.961611] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:52.965696] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:52.969297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:52.969385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:55.975513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:55.980715] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:55.987129] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:55.991764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:55.991855] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:36:58.998397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:36:59.003034] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:36:59.011792] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:36:59.016613] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:36:59.016754] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:02.022581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:02.027150] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:02.031450] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:02.035334] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:02.035415] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:05.040466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:05.044809] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:05.048972] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:05.053481] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:05.053583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:08.058968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:08.063231] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:08.067969] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:08.071900] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:08.072006] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:11.082714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:11.088803] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:11.094212] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:11.100994] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:11.101143] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:14.106202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:14.110012] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:14.114126] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:14.117738] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:14.117835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:17.123505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:17.127830] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:17.133344] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:17.138764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:17.138880] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:20.145237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:20.149721] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:20.154397] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:20.158352] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:20.158681] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:23.195494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:23.200634] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:23.204597] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:23.208578] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:23.208681] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:26.214278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:26.219544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:26.224720] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:26.229382] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:26.229520] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:29.235320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:29.240053] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:29.244897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:29.248544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:29.248629] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:32.254333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:32.258593] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:32.263486] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:32.268141] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:32.268259] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:35.273011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:35.276798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:35.280714] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:35.285503] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:35.285707] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:38.291054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:38.295234] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:38.300015] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:38.304118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:38.304265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:41.309822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:41.313536] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:41.317113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:41.320711] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:41.320800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:44.326571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:44.330406] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:44.334364] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:44.338346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:44.338438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:47.344518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:47.348631] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:47.353088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:47.358300] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:47.358459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:50.363599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:50.367988] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:50.377153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:50.381621] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:50.381772] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:53.388099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:53.395321] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:53.399487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:53.404193] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:53.404307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:56.410576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:56.415477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:56.420180] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:56.424826] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:56.424922] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:37:59.432852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:37:59.436992] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:37:59.441676] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:37:59.446515] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:37:59.446731] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:02.452157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:02.456867] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:02.460832] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:02.464948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:02.465085] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:05.470867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:05.476371] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:05.481529] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:05.485840] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:05.485962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:08.490317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:08.494142] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:08.498024] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:08.501531] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:08.501613] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:11.506291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:11.510280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:11.514611] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:11.518288] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:11.518368] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:14.523062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:14.526924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:14.531038] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:14.535591] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:14.535733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:17.541199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:17.545145] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:17.548947] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:17.552333] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:17.552414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:20.558338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:20.563906] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:20.568861] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:20.573677] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:20.573802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:23.579703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:23.583911] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:23.587928] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:23.591887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:23.591992] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:26.598132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:26.602427] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:26.606441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:26.610513] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:26.610597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:29.615374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:29.619204] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:29.622826] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:29.627032] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:29.627158] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:32.631516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:32.636205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:32.640637] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:32.644685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:32.644779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:35.650763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:35.654940] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:35.659017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:35.664189] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:35.664305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:38.671534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:38.676069] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:38.684898] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:38.689412] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:38.689515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:41.694747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:41.699032] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:41.702725] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:41.706464] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:41.706564] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:44.712266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:44.716536] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:44.721033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:44.724712] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:44.724802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:47.731730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:47.737334] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:47.742847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:47.748040] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:47.748160] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:50.754175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:50.757935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:50.761663] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:50.765313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:50.765395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:53.770336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:53.774859] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:53.778983] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:53.782858] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:53.782956] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:56.790032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:56.796107] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:56.802583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:56.809705] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:56.809902] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:38:59.816107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:38:59.821293] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:38:59.825983] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:38:59.830367] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:38:59.830476] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:02.836382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:02.841096] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:02.844845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:02.848979] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:02.849074] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:05.855323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:05.859576] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:05.863555] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:05.867772] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:05.867858] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:08.873632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:08.877614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:08.881858] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:08.885934] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:08.886037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:11.891311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:11.895440] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:11.899884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:11.904328] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:11.904695] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:14.910791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:14.915457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:14.922266] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:14.926796] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:14.926898] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:17.932115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:17.936201] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:17.940434] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:17.944551] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:17.944693] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:20.949104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:20.953889] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:20.957992] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:20.961543] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:20.961633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:23.970074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:23.975901] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:23.981963] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:23.987181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:23.987310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:26.992106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:26.997256] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:27.002149] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:27.006449] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:27.006569] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:30.011310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:30.015900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:30.021366] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:30.026888] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:30.026993] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:33.031765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:33.036178] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:33.040437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:33.044464] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:33.044547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:36.051522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:36.056746] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:36.060899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:36.065237] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:36.065353] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:39.072532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:39.077475] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:39.082115] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:39.086970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:39.087105] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:42.092858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:42.097662] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:42.101936] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:42.106457] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:42.106563] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:45.111615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:45.115565] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:45.119503] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:45.123436] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:45.123532] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:48.129311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:48.133569] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:48.137782] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:48.141710] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:48.141802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:51.151998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:51.156572] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:51.162046] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:51.166559] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:51.166706] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:54.202488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:54.206829] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:54.211211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:54.215454] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:54.215566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:39:57.221069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:39:57.226908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:39:57.232169] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:39:57.239118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:39:57.239480] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:00.246872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:00.252303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:00.256954] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:00.260936] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:00.261018] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:03.265750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:03.270878] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:03.275282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:03.279200] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:03.279293] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:06.284862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:06.290684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:06.294330] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:06.299133] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:06.299300] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:09.304838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:09.309676] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:09.314712] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:09.318918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:09.319033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:12.323944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:12.328081] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:12.332339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:12.335902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:12.335990] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:15.340825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:15.344346] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:15.347930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:15.351428] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:15.351510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:18.357067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:18.362541] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:18.367423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:18.372560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:18.372725] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:21.378409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:21.383081] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:21.388270] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:21.392755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:21.392862] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:24.398890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:24.403342] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:24.409049] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:24.414453] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:24.414627] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:27.421257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:27.427542] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:27.432953] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:27.438445] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:27.438584] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:30.443877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:30.448134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:30.452681] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:30.457248] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:30.457361] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:33.462592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:33.466834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:33.470811] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:33.475291] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:33.475390] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:36.480508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:36.484583] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:36.488722] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:36.492904] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:36.493008] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:39.528956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:39.564061] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:39.600231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:39.604360] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:39.604462] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:42.609853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:42.614265] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:42.617920] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:42.621337] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:42.621420] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:45.626488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:45.631544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:45.635941] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:45.640272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:45.640419] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:48.646030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:48.650769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:48.654980] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:48.659789] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:48.659936] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:51.667685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:51.672558] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:51.677808] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:51.683001] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:51.683108] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:54.690020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:54.694606] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:54.699116] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:54.703698] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:54.703826] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:40:57.709060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:40:57.713931] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:40:57.718576] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:40:57.722897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:40:57.722996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:00.729335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:00.733764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:00.738444] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:00.743328] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:00.743495] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:03.749163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:03.754231] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:03.758386] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:03.762318] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:03.762440] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:06.767331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:06.771625] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:06.775813] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:06.780612] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:06.780733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:09.786542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:09.790594] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:09.794680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:09.799020] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:09.799157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:12.803969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:12.808744] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:12.812211] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:12.815704] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:12.815787] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:15.821165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:15.825285] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:15.829352] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:15.833405] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:15.833520] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:18.841053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:18.845200] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:18.849298] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:18.853528] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:18.853719] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:21.859780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:21.864134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:21.868609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:21.872679] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:21.872791] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:24.880149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:24.885066] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:24.890102] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:24.894761] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:24.894886] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:27.900685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:27.905065] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:27.910484] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:27.914959] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:27.915068] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:30.920189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:30.924052] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:30.927767] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:30.931429] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:30.931509] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:33.936932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:33.941074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:33.945707] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:33.950963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:33.951049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:36.958091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:36.963141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:36.967963] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:36.971888] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:36.971993] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:39.977343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:39.981835] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:39.985860] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:39.990021] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:39.990132] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:42.995525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:42.999695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:43.004359] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:43.008696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:43.008831] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:46.013598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:46.017442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:46.021312] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:46.025349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:46.025446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:49.033102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:49.038186] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:49.042583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:49.046787] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:49.046888] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:52.051878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:52.056703] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:52.061825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:52.066589] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:52.066737] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:55.101144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:55.105189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:55.109133] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:55.112893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:55.112985] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:41:58.118267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:41:58.122487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:41:58.126500] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:41:58.447366] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:41:58.447481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:01.455018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:01.460843] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:01.466485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:01.472904] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:01.473038] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:04.481157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:04.485343] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:04.489081] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:04.493434] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:04.493543] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:07.498689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:07.503093] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:07.507877] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:07.512981] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:07.513116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:10.518913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:10.523151] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:10.527110] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:10.530978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:10.531111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:13.535952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:13.539639] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:13.543537] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:13.547395] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:13.547486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:16.553278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:16.558176] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:16.562359] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:16.566381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:16.566499] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:19.571386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:19.576735] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:19.581496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:19.586094] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:19.586209] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:22.591362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:22.594838] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:22.599198] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:22.603801] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:22.603903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:25.608753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:25.613362] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:25.617331] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:25.621703] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:25.621820] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:28.627418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:28.632276] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:28.637910] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:28.642661] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:28.642757] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:31.647607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:31.651484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:31.655140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:31.658575] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:31.658682] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:34.663363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:34.667399] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:34.671291] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:34.674972] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:34.675054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:37.680818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:37.685243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:37.688837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:37.692342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:37.692428] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:40.698836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:40.703043] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:40.707184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:40.711369] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:40.711485] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:43.719325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:43.725041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:43.732093] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:43.736754] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:43.736844] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:46.742196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:46.746293] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:46.750838] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:46.754550] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:46.754661] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:49.760999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:49.764963] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:49.769414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:49.773375] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:49.773466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:52.779472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:52.784892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:52.789704] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:52.794589] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:52.794724] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:55.800776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:55.805062] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:55.808924] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:55.812802] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:55.812896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:42:58.819210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:42:58.824041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:42:58.829085] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:42:58.832920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:42:58.833014] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:01.838416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:01.842600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:01.846402] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:01.849955] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:01.850038] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:04.854353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:04.858199] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:04.862041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:04.866012] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:04.866105] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:07.872322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:07.876959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:07.881973] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:07.886861] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:07.886988] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:10.893335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:10.897552] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:10.901536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:10.905300] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:10.905398] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:13.911561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:13.917617] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:13.921791] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:13.925952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:13.926096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:16.932871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:16.937580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:16.942718] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:16.946485] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:16.946571] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:19.951334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:19.955409] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:19.958990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:19.962761] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:19.962840] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:22.968476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:22.973008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:22.976891] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:22.981162] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:22.981287] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:25.988076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:25.992919] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:25.998286] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:26.003334] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:26.003452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:29.009135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:29.014010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:29.020562] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:29.025080] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:29.025167] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:32.030735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:32.034538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:32.038560] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:32.042689] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:32.042790] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:35.048952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:35.054200] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:35.059135] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:35.062688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:35.062796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:38.068542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:38.072924] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:38.077250] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:38.081951] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:38.082114] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:41.087571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:41.092074] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:41.096485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:41.100991] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:41.101115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:44.106126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:44.110266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:44.114092] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:44.118860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:44.118942] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:47.124213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:47.128201] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:47.131841] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:47.135422] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:47.135504] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:50.141926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:50.146178] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:50.149915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:50.153480] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:50.153567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:53.159396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:53.164923] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:53.170516] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:53.174685] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:53.174772] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:56.180032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:56.183883] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:56.187603] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:56.191349] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:56.191469] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:43:59.197231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:43:59.202226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:43:59.206775] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:43:59.210539] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:43:59.210618] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:02.215538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:02.219979] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:02.224751] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:02.230072] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:02.230167] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:05.236531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:05.241217] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:05.245608] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:05.250518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:05.250633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:08.258803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:08.265041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:08.271339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:08.275596] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:08.275747] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:11.281864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:11.287929] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:11.293493] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:11.298356] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:11.298495] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:14.303694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:14.307608] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:14.311692] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:14.316019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:14.316158] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:17.321514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:17.325562] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:17.330093] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:17.333847] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:17.333938] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:20.339135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:20.342960] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:20.346552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:20.350937] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:20.351028] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:23.358271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:23.363280] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:23.368480] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:23.373494] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:23.373619] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:26.379222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:26.383298] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:26.387385] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:26.393316] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:26.393437] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:29.397681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:29.402242] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:29.407358] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:29.411598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:29.411734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:32.416720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:32.421201] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:32.427034] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:32.431076] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:32.431184] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:35.436155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:35.439990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:35.443467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:35.446910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:35.446996] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:38.451851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:38.457337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:38.461967] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:38.466117] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:38.466207] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:41.471265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:41.475023] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:41.478664] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:41.482260] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:41.482348] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:44.489278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:44.493373] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:44.498471] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:44.502431] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:44.502530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:47.507945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:47.512584] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:47.516668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:47.521038] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:47.521154] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:50.526442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:50.531531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:50.535801] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:50.539816] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:50.539917] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:53.546428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:53.551669] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:53.556712] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:53.560992] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:53.561135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:56.569271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:56.575513] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:56.580916] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:56.586140] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:56.586287] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:44:59.590930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:44:59.595908] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:44:59.599632] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:44:59.603136] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:44:59.603217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:02.608351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:02.612585] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:02.616609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:02.620829] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:02.620938] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:05.625566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:05.630163] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:05.634147] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:05.638042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:05.638131] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:08.644575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:08.649392] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:08.653829] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:08.658714] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:08.658807] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:11.663222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:11.667272] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:11.671402] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:11.675346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:11.675445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:14.680539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:14.684958] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:14.688661] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:14.694147] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:14.694288] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:17.700382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:17.704904] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:17.709960] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:17.715149] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:17.715267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:20.719959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:20.723695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:20.728024] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:20.731860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:20.731948] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:23.738195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:23.742692] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:23.747273] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:23.752186] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:23.752318] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:26.765515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:26.769626] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:26.773166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:26.777278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:26.777398] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:29.782272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:29.787604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:29.793208] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:29.798151] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:29.798275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:32.804231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:32.809066] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:32.813459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:32.817973] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:32.818121] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:35.825380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:35.830946] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:35.835613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:35.839860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:35.839970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:38.845938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:38.849971] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:38.853948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:38.858081] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:38.858211] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:41.865043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:41.868957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:41.872496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:41.876194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:41.876307] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:44.881504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:44.885831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:44.890104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:44.894433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:44.894561] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:47.901383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:47.906724] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:47.912383] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:47.918082] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:47.918223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:50.923876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:50.928216] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:50.932596] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:50.937153] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:50.937301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:53.943519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:53.947861] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:53.953519] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:53.958108] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:53.958439] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:56.964316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:56.969008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:56.973054] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:56.976863] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:56.976951] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:45:59.983416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:45:59.987959] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:45:59.992081] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:45:59.995736] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:45:59.995823] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:03.001839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:03.006382] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:03.010695] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:03.014307] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:03.014388] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:06.019810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:06.024516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:06.029401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:06.033557] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:06.033702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:09.039062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:09.044023] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:09.049266] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:09.053714] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:09.053820] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:12.058958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:12.063877] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:12.069376] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:12.073564] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:12.073694] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:15.079026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:15.083406] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:15.087530] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:15.092086] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:15.092170] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:18.097970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:18.102270] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:18.107092] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:18.111222] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:18.111343] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:21.116622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:21.121037] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:21.125333] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:21.129860] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:21.129951] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:24.135051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:24.139361] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:24.143802] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:24.148153] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:24.148265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:27.183779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:27.188223] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:27.192482] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:27.196533] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:27.196702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:30.203623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:30.209208] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:30.215944] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:30.220882] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:30.220991] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:33.226865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:33.230705] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:33.234322] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:33.237979] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:33.238074] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:36.244440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:36.248588] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:36.252101] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:36.255545] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:36.255630] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:39.261448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:39.266003] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:39.271068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:39.276278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:39.276435] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:42.282360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:42.286481] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:42.290458] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:42.294242] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:42.294342] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:45.299632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:45.303860] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:45.308305] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:45.312043] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:45.312139] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:48.317481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:48.321693] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:48.325485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:48.329244] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:48.329330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:51.335889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:51.340048] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:51.344012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:51.348878] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:51.349015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:54.354725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:54.358665] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:54.363113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:54.366932] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:54.367012] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:46:57.372285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:46:57.377465] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:46:57.383040] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:46:57.392399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:46:57.392608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:00.397503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:00.402521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:00.407265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:00.411085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:00.411172] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:03.416567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:03.421205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:03.425873] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:03.430463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:03.430583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:06.436840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:06.441262] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:06.445695] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:06.451243] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:06.451466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:09.458432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:09.465117] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:09.471104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:09.476011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:09.476109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:12.481949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:12.485791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:12.489900] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:12.493585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:12.493692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:15.499133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:15.503963] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:15.508422] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:15.512027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:15.512107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:18.516772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:18.520834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:18.524863] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:18.528525] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:18.528615] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:21.533580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:21.537798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:21.541635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:21.545022] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:21.545107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:24.550728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:24.555047] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:24.560193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:24.565263] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:24.565386] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:27.571558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:27.575138] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:27.578529] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:27.581939] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:27.582024] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:30.589592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:30.595725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:30.601423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:30.606154] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:30.606524] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:33.612230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:33.616526] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:33.621629] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:33.627628] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:33.627934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:36.633994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:36.638266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:36.641967] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:36.645834] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:36.645939] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:39.652176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:39.656316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:39.660221] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:39.664176] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:39.664279] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:42.670832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:42.674958] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:42.678664] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:42.682522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:42.682743] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:45.688731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:45.693052] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:45.698033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:45.702369] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:45.702461] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:48.707921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:48.712049] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:48.715879] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:48.719664] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:48.719743] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:51.726510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:51.733389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:51.738183] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:51.742169] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:51.742248] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:54.748007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:54.752251] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:54.756847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:54.760995] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:54.761107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:47:57.767093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:47:57.772068] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:47:57.778447] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:47:57.783314] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:47:57.783497] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:00.789006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:00.793808] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:00.798679] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:00.803338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:00.803454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:03.809114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:03.815486] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:03.821612] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:03.828792] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:03.828905] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:06.837809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:06.842702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:06.846758] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:06.850636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:06.850752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:09.857981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:09.863614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:09.868271] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:09.872935] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:09.873091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:12.879618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:12.885966] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:12.891090] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:12.895382] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:12.895464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:15.901496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:15.905538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:15.909710] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:15.914001] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:15.914088] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:18.920538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:18.924260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:18.928055] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:18.931874] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:18.932000] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:21.936790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:21.940505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:21.944227] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:21.947868] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:21.947950] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:24.953385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:24.958089] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:24.964210] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:24.967883] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:24.967992] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:27.975467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:27.980897] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:27.985979] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:27.991847] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:27.991944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:30.997039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:31.001818] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:31.006398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:31.010553] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:31.010699] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:34.015214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:34.020026] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:34.024008] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:34.028403] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:34.028512] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:37.033689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:37.037663] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:37.041497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:37.045626] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:37.045761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:40.052129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:40.058542] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:40.063273] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:40.068035] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:40.068316] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:43.075179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:43.079184] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:43.082795] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:43.086451] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:43.086556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:46.092305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:46.097782] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:46.102302] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:46.107116] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:46.107216] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:49.113384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:49.117424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:49.121557] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:49.125374] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:49.125464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:52.130679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:52.135349] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:52.139770] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:52.144257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:52.144743] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:55.150349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:55.154484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:55.158563] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:55.163085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:55.163183] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:48:58.199346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:48:58.203526] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:48:58.207908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:48:58.211857] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:48:58.211961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:01.218395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:01.223664] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:01.228437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:01.232304] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:01.232399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:04.237518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:04.241245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:04.244778] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:04.248247] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:04.248329] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:07.254613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:07.258571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:07.262732] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:07.266946] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:07.267080] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:10.274044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:10.279138] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:10.283359] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:10.287262] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:10.287571] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:13.293974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:13.298349] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:13.302478] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:13.306236] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:13.306321] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:16.311062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:16.314860] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:16.320233] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:16.324745] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:16.324837] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:19.330398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:19.334393] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:19.338193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:19.341786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:19.341866] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:22.349665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:22.355409] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:22.361675] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:22.367616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:22.368022] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:25.373993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:25.378397] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:25.382240] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:25.386438] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:25.386545] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:28.393250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:28.398260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:28.403201] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:28.408697] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:28.408842] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:31.414030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:31.418535] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:31.422929] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:31.426758] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:31.426867] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:34.431973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:34.436162] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:34.445017] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:34.449237] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:34.449328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:37.454487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:37.458406] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:37.462636] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:37.468007] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:37.468300] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:40.473251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:40.477277] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:40.481925] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:40.486530] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:40.486625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:43.491336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:43.495116] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:43.499060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:43.502909] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:43.503002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:46.509345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:46.513728] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:46.518621] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:46.523326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:46.523449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:49.529778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:49.534511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:49.539012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:49.543432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:49.543563] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:52.548526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:52.552725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:52.557117] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:52.561702] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:52.561840] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:55.567829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:55.572292] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:55.576584] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:55.581303] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:55.581446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:49:58.588331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:49:58.593850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:49:58.598127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:49:58.603716] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:49:58.603857] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:01.609326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:01.615599] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:01.620793] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:01.625401] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:01.625530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:04.631130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:04.635244] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:04.638966] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:04.642666] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:04.642761] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:07.650447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:07.655711] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:07.660339] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:07.665072] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:07.665275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:10.670533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:10.674446] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:10.679256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:10.683919] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:10.684066] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:13.688381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:13.692582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:13.696629] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:13.700326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:13.700421] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:16.705679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:16.709586] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:16.713460] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:16.717277] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:16.717370] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:19.722621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:19.726933] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:19.730609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:19.734129] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:19.734218] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:22.739624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:22.743153] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:22.746750] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:22.750376] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:22.750469] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:25.755681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:25.760422] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:25.765212] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:25.769490] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:25.769606] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:28.775844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:28.782069] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:28.786811] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:28.791276] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:28.791415] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:31.798127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:31.802906] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:31.809743] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:31.815484] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:31.815676] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:34.822228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:34.827345] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:34.831457] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:34.835889] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:34.835982] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:37.841793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:37.846168] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:37.851259] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:37.856178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:37.856303] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:40.892773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:40.928725] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:40.963276] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:40.967064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:40.967147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:43.971711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:43.975478] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:43.980182] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:43.984218] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:43.984332] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:46.989931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:46.994319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:46.998220] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:47.002151] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:47.002248] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:50.009395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:50.016350] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:50.021613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:50.028517] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:50.028602] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:53.033143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:53.036888] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:53.040511] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:53.044319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:53.044411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:56.052296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:56.057621] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:56.063078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:56.069305] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:56.069454] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:50:59.126776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:50:59.131321] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:50:59.134995] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:50:59.139128] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:50:59.139225] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:02.145365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:02.150815] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:02.155476] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:02.356204] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:02.356323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:05.361690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:05.365839] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:05.369922] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:05.374407] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:05.374541] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:08.379321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:08.382885] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:08.386508] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:08.390252] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:08.390359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:11.397044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:11.401369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:11.406260] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:11.410618] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:11.410759] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:14.417780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:14.422620] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:14.427893] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:14.432920] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:14.433036] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:17.438582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:17.442946] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:17.447362] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:17.452024] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:17.452138] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:20.458427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:20.462242] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:20.465977] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:20.469583] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:20.469692] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:23.477927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:23.483964] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:23.489996] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:23.495525] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:23.495697] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:26.501287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:26.505512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:26.509380] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:26.513088] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:26.513184] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:29.520453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:29.525528] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:29.529550] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:29.534431] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:29.534551] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:32.540187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:32.545875] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:32.551873] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:32.556290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:32.556408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:35.560927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:35.564771] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:35.569252] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:35.573481] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:35.573603] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:38.579552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:38.584232] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:38.588282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:38.592348] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:38.592459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:41.598120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:41.602435] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:41.606545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:41.611013] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:41.611126] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:44.617004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:44.622165] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:44.626673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:44.631193] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:44.631303] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:47.637308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:47.642278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:47.646897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:47.651282] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:47.651390] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:50.656215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:50.660294] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:50.664181] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:50.668556] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:50.668726] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:53.673761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:53.678004] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:53.682087] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:53.686426] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:53.686582] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:56.696997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:56.702075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:56.707545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:56.713519] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:56.713823] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:51:59.719290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:51:59.723316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:51:59.727542] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:51:59.731433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:51:59.731535] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:02.736766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:02.742699] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:02.747958] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:02.752707] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:02.752799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:05.758074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:05.762467] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:05.766569] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:05.770757] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:05.770859] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:08.776747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:08.782005] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:08.786361] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:08.790288] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:08.790382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:11.796174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:11.800432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:11.805020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:11.808750] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:11.808944] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:14.815265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:14.819777] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:14.824897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:14.830229] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:14.830375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:17.835778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:17.839934] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:17.843621] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:17.847588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:17.847764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:20.852709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:20.856456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:20.860009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:20.863431] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:20.863511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:23.869433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:23.874469] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:23.878885] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:23.883414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:23.883509] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:26.890589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:26.896367] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:26.903182] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:26.907741] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:26.907854] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:29.913066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:29.917069] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:29.921184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:29.924983] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:29.925070] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:32.930857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:32.936351] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:32.942382] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:32.946570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:32.946708] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:35.951575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:35.955765] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:35.959747] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:35.963573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:35.963701] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:38.968910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:38.973546] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:38.978214] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:38.982491] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:38.982603] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:41.988244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:41.992226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:41.995919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:41.999890] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:41.999984] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:45.007949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:45.013312] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:45.018392] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:45.023054] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:45.023267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:48.029425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:48.034477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:48.039239] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:48.043410] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:48.043540] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:51.049543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:51.053875] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:51.057735] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:51.061554] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:51.061685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:54.068115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:54.072065] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:54.075668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:54.079273] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:54.079359] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:52:57.085178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:52:57.089626] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:52:57.094075] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:52:57.097944] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:52:57.098029] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:00.214681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:00.219500] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:00.224859] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:00.229783] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:00.229916] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:03.235009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:03.270808] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:03.305907] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:03.310195] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:03.310313] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:06.314592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:06.318741] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:06.322960] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:06.327144] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:06.327295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:09.334276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:09.341750] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:09.347489] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:09.353743] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:09.354015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:12.359870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:12.364060] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:12.368357] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:12.372277] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:12.372367] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:15.376931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:15.380993] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:15.386734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:15.390730] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:15.390832] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:18.396523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:18.400691] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:18.405401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:18.409637] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:18.409762] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:21.416285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:21.420148] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:21.424069] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:21.428117] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:21.428212] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:24.434671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:24.439541] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:24.443959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:24.449164] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:24.449271] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:27.456335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:27.461031] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:27.465292] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:27.469232] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:27.469351] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:30.477128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:30.482827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:30.488838] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:30.496522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:30.496701] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:33.503472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:33.508636] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:33.513632] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:33.518027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:33.518111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:36.524163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:36.529339] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:36.533742] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:36.537463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:36.537586] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:39.542707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:39.546432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:39.550264] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:39.554590] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:39.554709] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:42.559911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:42.564957] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:42.569129] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:42.573174] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:42.573265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:45.578188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:45.583618] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:45.590033] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:45.595480] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:45.595691] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:48.600241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:48.604519] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:48.609053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:48.613076] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:48.613184] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:51.619173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:51.623808] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:51.628616] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:51.632884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:51.632975] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:54.637028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:54.640854] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:54.644374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:54.648207] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:54.648297] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:53:57.653995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:53:57.659445] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:53:57.664117] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:53:57.667836] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:53:57.667917] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:00.675039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:00.680519] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:00.688882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:00.695864] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:00.696310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:03.704260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:03.710297] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:03.715410] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:03.719421] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:03.719535] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:06.724696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:06.728971] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:06.733044] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:06.737306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:06.737426] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:09.743147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:09.748427] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:09.752435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:09.757128] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:09.757221] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:12.761895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:12.766026] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:12.770266] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:12.774058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:12.774163] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:15.780231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:15.784580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:15.789282] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:15.793817] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:15.793906] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:18.800985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:18.806132] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:18.810675] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:18.814971] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:18.815193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:21.822242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:21.827294] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:21.831668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:21.836193] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:21.836300] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:24.841489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:24.845765] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:24.851006] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:24.855345] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:24.855460] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:27.860917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:27.865047] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:27.869236] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:27.873459] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:27.873572] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:30.879316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:30.883152] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:30.886857] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:30.890458] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:30.890555] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:33.895857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:33.900450] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:33.904867] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:33.908974] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:33.909074] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:36.914166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:36.919183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:36.923600] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:36.927967] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:36.928077] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:39.932473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:39.936393] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:39.940332] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:39.944418] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:39.944538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:42.950034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:42.955312] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:42.960883] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:42.966329] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:42.966538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:45.974743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:45.978874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:45.984295] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:45.988261] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:45.988367] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:48.993604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:48.997699] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:49.001458] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:49.005230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:49.005310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:52.010104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:52.014416] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:52.018193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:52.021851] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:52.021933] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:55.028451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:55.032503] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:55.036102] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:55.041219] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:55.041371] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:54:58.047606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:54:58.052260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:54:58.056441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:54:58.060344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:54:58.060448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:01.065686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:01.069385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:01.072834] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:01.076250] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:01.076334] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:04.082524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:04.118120] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:04.154035] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:04.158242] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:04.158325] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:07.162726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:07.166891] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:07.172483] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:07.176629] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:07.176785] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:10.182885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:10.188631] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:10.194269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:10.199043] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:10.199173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:13.203719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:13.208506] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:13.214098] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:13.218978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:13.219104] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:16.223751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:16.228511] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:16.232864] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:16.237575] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:16.237759] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:19.242876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:19.246881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:19.250942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:19.255213] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:19.255298] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:22.260668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:22.265429] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:22.269792] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:22.275082] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:22.275534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:25.281521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:25.286086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:25.290858] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:25.295355] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:25.295487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:28.300834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:28.305031] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:28.313275] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:28.318497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:28.318616] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:31.325605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:31.329512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:31.333530] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:31.337450] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:31.337576] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:34.343879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:34.350472] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:34.356789] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:34.363190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:34.363323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:37.368595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:37.373077] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:37.377068] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:37.381106] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:37.381199] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:40.385359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:40.389881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:40.395103] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:40.399039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:40.399123] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:43.405576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:43.410687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:43.414604] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:43.419038] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:43.419388] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:46.425600] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:46.430712] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:46.434616] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:46.438277] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:46.438364] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:49.444728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:49.451999] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:49.455826] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:49.459709] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:49.459832] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:52.464570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:52.470241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:52.474960] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:52.479252] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:52.479530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:55.484903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:55.489010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:55.492897] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:55.496896] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:55.496993] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:55:58.501397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:55:58.505521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:55:58.509182] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:55:58.512713] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:55:58.512800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:01.520322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:01.525676] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:01.530386] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:01.536057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:01.536205] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:04.542194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:04.548426] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:04.553069] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:04.557107] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:04.557321] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:07.563807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:07.570790] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:07.576047] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:07.580621] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:07.580850] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:10.587630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:10.592621] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:10.597179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:10.601507] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:10.601605] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:13.606265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:13.611167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:13.615143] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:13.619061] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:13.619174] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:16.623601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:16.627190] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:16.630796] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:16.634541] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:16.634625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:19.639815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:19.644633] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:19.649868] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:19.654916] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:19.655046] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:22.660833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:22.665275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:22.670411] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:22.675334] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:22.675464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:25.680835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:25.685734] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:25.689845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:25.693798] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:25.693882] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:28.698501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:28.702531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:28.706338] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:28.710137] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:28.710233] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:31.716695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:31.721366] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:31.725923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:31.730033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:31.730134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:34.736998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:34.743424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:34.748297] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:34.754035] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:34.754126] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:37.759296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:37.763810] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:37.767791] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:37.771456] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:37.771542] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:40.776472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:40.781137] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:40.786126] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:40.790800] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:40.790925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:43.797840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:43.803115] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:43.808196] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:43.813058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:43.813161] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:46.822579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:46.828537] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:46.833048] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:46.836571] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:46.836676] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:49.841510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:49.845258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:49.849439] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:49.853176] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:49.853263] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:52.858779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:52.862904] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:52.866635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:52.871058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:52.871174] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:55.876931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:55.881613] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:55.887294] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:55.892050] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:55.892148] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:56:58.897209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:56:58.901414] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:56:58.905479] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:56:58.909280] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:56:58.909367] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:01.916496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:01.921945] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:01.927247] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:01.931833] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:01.931937] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:04.936183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:04.940477] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:04.944882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:04.948509] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:04.948597] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:07.953582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:07.957974] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:07.962238] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:07.966455] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:07.966550] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:10.971760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:10.976200] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:10.980580] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:10.984968] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:10.985082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:13.991979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:13.996180] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:14.000496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:14.004496] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:14.004588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:17.009464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:17.013430] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:17.017369] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:17.021571] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:17.021712] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:20.026151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:20.030029] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:20.034286] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:20.037902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:20.037994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:23.042781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:23.046769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:23.051031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:23.055272] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:23.055355] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:26.060863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:26.066538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:26.070321] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:26.074492] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:26.074723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:29.083123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:29.087935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:29.092321] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:29.096491] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:29.096588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:32.101302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:32.105083] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:32.109022] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:32.112820] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:32.112923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:35.118350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:35.158191] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:35.194758] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:35.199820] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:35.199989] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:38.206018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:38.210674] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:38.215014] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:38.218523] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:38.218605] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:41.223993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:41.232485] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:41.236869] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:41.242240] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:41.242501] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:44.248200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:44.253362] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:44.258554] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:44.263688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:44.263840] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:47.270107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:47.276348] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:47.281311] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:47.286414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:47.286594] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:50.291000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:50.294520] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:50.297869] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:50.301186] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:50.301267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:53.307343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:53.311101] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:53.316490] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:53.320624] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:53.320752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:56.326075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:56.330188] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:56.333600] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:56.337217] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:56.337297] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:57:59.341996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:57:59.346577] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:57:59.350347] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:57:59.354305] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:57:59.354397] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:02.358527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:02.362230] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:02.365865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:02.370190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:02.370279] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:05.375447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:05.382166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:05.387800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:05.393320] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:05.393425] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:08.397863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:08.402146] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:08.405942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:08.410408] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:08.410514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:11.415755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:11.420033] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:11.423963] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:11.427837] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:11.427935] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:14.434421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:14.439237] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:14.444077] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:14.449560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:14.449695] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:17.454627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:17.458428] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:17.461909] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:17.465514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:17.465600] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:20.471421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:20.476121] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:20.480414] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:20.484382] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:20.484464] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:23.489942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:23.494086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:23.498079] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:23.501847] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:23.501930] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:26.507099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:26.511976] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:26.516322] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:26.520365] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:26.520452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:29.525940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:29.530172] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:29.534932] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:29.540338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:29.540463] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:32.546472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:32.554134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:32.559086] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:32.563421] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:32.563542] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:35.567997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:35.572684] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:35.577926] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:35.582449] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:35.582549] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:38.587111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:38.590876] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:38.594984] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:38.598878] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:38.599017] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:41.606257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:41.610580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:41.614874] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:41.618814] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:41.618914] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:44.626712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:44.631888] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:44.636787] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:44.641828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:44.641954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:47.647310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:47.651273] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:47.656527] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:47.661772] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:47.661884] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:50.667381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:50.671793] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:50.675982] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:50.680573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:50.680705] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:53.686017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:53.690748] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:53.696262] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:53.701171] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:53.701284] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:56.705766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:56.710475] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:56.715115] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:56.720078] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:56.720177] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:58:59.726141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:58:59.731001] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:58:59.735362] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:58:59.740363] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:58:59.740477] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:02.747465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:02.753114] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:02.758210] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:02.762594] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:02.762741] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:05.768099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:05.772929] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:05.778031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:05.782416] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:05.782527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:08.786686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:08.790395] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:08.794494] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:08.799588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:08.799732] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:11.804905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:11.808789] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:11.812521] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:11.816470] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:11.816571] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:14.822127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:14.826370] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:14.830423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:14.834463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:14.834575] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:17.841108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:17.846015] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:17.851090] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:17.855203] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:17.855306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:20.860631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:20.866272] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:20.871137] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:20.875127] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:20.875457] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:23.881488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:23.886095] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:23.890201] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:23.893892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:23.894010] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:26.902817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:26.910269] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:26.915446] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:26.919566] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:26.919699] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:29.925355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:29.929621] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:29.933507] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:29.937023] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:29.937122] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:32.954519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:32.959933] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:32.964167] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:32.968361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:32.968475] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:35.976746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:35.981774] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:35.986269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:35.990185] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:35.990260] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:38.995459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:39.000345] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:39.004635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:39.009514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:39.009632] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:42.014802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:42.018633] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:42.022069] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:42.025495] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:42.025573] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:45.031601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:45.035230] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:45.039169] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:45.043136] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:45.043257] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:48.053727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:48.063555] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:48.069238] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:48.075869] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:48.076027] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:51.081688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:51.085799] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:51.089347] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:51.093288] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:51.093369] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:54.099439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:54.104266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:54.108459] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:54.112327] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:54.112434] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T21:59:57.117846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T21:59:57.121722] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T21:59:57.125716] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T21:59:57.129336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T21:59:57.129452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:00.135293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:00.140589] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:00.145236] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:00.149917] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:00.150030] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:03.187371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:03.192240] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:03.196973] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:03.201319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:03.201402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:06.207236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:06.212504] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:06.217040] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:06.221184] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:06.221273] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:09.226740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:09.231712] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:09.235703] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:09.239917] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:09.240015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:12.245418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:12.249363] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:12.253340] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:12.257791] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:12.257907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:15.262441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:15.267005] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:15.271141] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:15.275194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:15.275319] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:18.280385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:18.284288] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:18.288566] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:18.293339] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:18.293458] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:21.300858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:21.305102] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:21.309065] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:21.312703] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:21.312824] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:24.318275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:24.323788] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:24.329593] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:24.335342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:24.335472] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:27.342047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:27.346530] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:27.351880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:27.356841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:27.356981] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:30.363853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:30.368035] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:30.371961] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:30.376370] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:30.376462] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:33.385271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:33.389261] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:33.393389] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:33.397464] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:33.397555] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:36.403302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:36.409878] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:36.414420] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:36.418342] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:36.418598] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:39.424462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:39.429272] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:39.433218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:39.438043] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:39.438180] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:42.474198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:42.509706] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:42.545361] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:42.549799] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:42.549911] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:45.556799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:45.561893] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:45.568800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:45.574090] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:45.574201] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:48.578824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:48.584160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:48.590502] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:48.595017] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:48.595126] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:51.599164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:51.604276] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:51.608630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:51.612217] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:51.612294] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:54.618035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:54.623733] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:54.630842] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:54.635429] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:54.635554] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:00:57.641849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:00:57.647457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:00:57.652762] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:00:57.658453] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:00:57.658685] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:00.663598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:00.667578] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:00.672205] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:00.677404] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:00.677537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:03.683925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:03.689935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:03.695161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:03.699482] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:03.699609] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:06.704073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:06.708893] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:06.714576] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:06.718596] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:06.718747] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:09.724986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:09.729031] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:09.733043] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:09.738551] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:09.738710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:12.743439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:12.747168] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:12.751122] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:12.754890] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:12.754974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:15.761713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:15.766616] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:15.771731] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:15.776105] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:15.776200] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:18.782017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:18.787464] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:18.791583] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:18.795681] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:18.795776] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:21.801403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:21.806127] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:21.811763] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:21.815409] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:21.815514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:24.819807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:24.824004] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:24.828003] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:24.831704] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:24.831808] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:27.836205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:27.839838] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:27.843889] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:27.848305] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:27.848398] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:30.853117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:30.856961] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:30.860811] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:30.864587] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:30.864755] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:33.872515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:33.877619] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:33.882556] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:33.887013] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:33.887138] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:36.894465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:36.899389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:36.903681] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:36.907270] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:36.907351] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:39.912227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:39.916783] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:39.920721] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:39.925389] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:39.925492] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:42.932041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:42.936303] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:42.941260] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:42.945411] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:42.945504] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:45.951829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:45.956935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:45.962574] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:45.967851] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:45.967962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:48.974023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:48.979132] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:48.984173] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:48.992039] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:48.992170] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:52.000024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:52.005505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:52.009858] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:52.014592] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:52.014731] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:55.020318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:55.025143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:55.029687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:55.034256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:55.034356] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:01:58.040959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:01:58.045404] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:01:58.049856] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:01:58.053934] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:01:58.054024] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:01.060199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:01.065791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:01.069799] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:01.073879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:01.074022] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:04.112136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:04.118127] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:04.124363] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:04.130767] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:04.130884] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:07.136451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:07.142261] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:07.354088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:07.358432] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:07.358515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:10.363674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:10.369379] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:10.374302] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:10.378878] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:10.378984] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:13.385138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:13.389399] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:13.393589] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:13.397838] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:13.397925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:16.402676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:16.407287] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:16.411365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:16.415264] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:16.415357] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:19.420099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:19.424544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:19.429965] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:19.435163] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:19.435412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:22.440240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:22.444711] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:22.449400] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:22.454278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:22.454606] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:25.460579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:25.465490] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:25.469715] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:25.477185] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:25.477397] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:28.481632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:28.486203] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:28.490838] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:28.494944] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:28.495042] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:31.500496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:31.504561] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:31.508396] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:31.512760] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:31.512883] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:34.518807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:34.523338] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:34.530505] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:34.535897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:34.536111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:37.541735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:37.547109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:37.552390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:37.556976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:37.557097] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:40.562290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:40.567442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:40.572792] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:40.578728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:40.578875] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:43.583917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:43.587858] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:43.591957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:43.595714] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:43.595806] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:46.601554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:46.606025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:46.610668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:46.615118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:46.615214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:49.621619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:49.626286] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:49.632168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:49.638593] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:49.638815] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:52.643846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:52.647727] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:52.651415] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:52.654978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:52.655068] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:55.661113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:55.666304] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:55.671729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:55.675732] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:55.675854] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:02:58.683060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:02:58.692335] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:02:58.698538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:02:58.704245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:02:58.704417] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:01.709353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:01.713604] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:01.717167] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:01.721172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:01.721254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:04.727240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:04.732459] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:04.737257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:04.742205] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:04.742310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:07.747226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:07.751901] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:07.756742] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:07.761223] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:07.761341] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:10.766211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:10.770367] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:10.775438] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:10.780557] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:10.780690] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:13.786240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:13.791021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:13.795564] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:13.799931] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:13.800134] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:16.806695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:16.811834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:16.816206] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:16.821216] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:16.821364] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:19.827162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:19.838427] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:19.842913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:19.849544] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:19.849930] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:22.855541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:22.861433] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:22.865730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:22.870570] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:22.870910] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:25.875224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:25.879201] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:25.883039] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:25.887320] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:25.887433] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:28.893618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:28.899384] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:28.904326] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:28.908159] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:28.908243] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:31.913098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:31.917300] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:31.921426] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:31.925510] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:31.925638] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:34.931747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:34.936331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:34.940780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:34.945073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:34.945173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:37.950266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:37.954952] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:37.964727] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:37.968964] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:37.969053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:40.973970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:40.977854] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:40.981386] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:40.985270] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:40.985366] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:43.990839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:43.994830] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:43.999060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:44.003226] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:44.003314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:47.012358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:47.017426] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:47.022591] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:47.026681] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:47.026771] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:50.034223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:50.038729] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:50.042709] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:50.047492] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:50.047603] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:53.052930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:53.057895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:53.065978] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:53.070930] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:53.071040] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:56.076283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:56.080078] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:56.083760] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:56.087828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:56.087924] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:03:59.094070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:03:59.098380] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:03:59.102835] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:03:59.106978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:03:59.107119] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:02.112787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:02.118467] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:02.123161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:02.128178] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:02.128335] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:05.227033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:05.232101] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:05.238063] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:05.242610] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:05.242736] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:08.248344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:08.282806] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:08.319375] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:08.324264] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:08.324351] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:11.333664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:11.339160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:11.343314] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:11.348309] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:11.348441] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:14.353590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:14.358336] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:14.363321] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:14.367134] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:14.367218] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:17.372783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:17.378298] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:17.384691] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:17.389394] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:17.389499] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:20.393726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:20.398341] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:20.403505] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:20.407631] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:20.407929] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:23.413020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:23.417677] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:23.422376] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:23.427028] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:23.427128] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:26.433192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:26.439242] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:26.447485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:26.454737] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:26.454928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:29.460101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:29.464368] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:29.468190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:29.472345] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:29.472439] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:32.478715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:32.482877] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:32.492574] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:32.497568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:32.497737] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:35.502623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:35.506290] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:35.509744] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:35.513122] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:35.513201] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:38.519196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:38.524115] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:38.530012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:38.534880] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:38.534997] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:41.539612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:41.543385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:41.547541] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:41.551601] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:41.551737] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:44.556595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:44.560831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:44.564830] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:44.569013] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:44.569130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:47.574132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:47.578067] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:47.582042] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:47.585899] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:47.585994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:50.591395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:50.595791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:50.600104] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:50.604406] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:50.604511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:53.610293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:53.614764] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:53.618453] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:53.622525] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:53.622689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:56.627805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:56.632334] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:56.636680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:56.646152] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:56.646333] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:04:59.653454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:04:59.657473] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:04:59.661798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:04:59.666553] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:04:59.666749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:02.674713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:02.680367] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:02.685108] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:02.691509] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:02.691745] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:05.698312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:05.702337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:05.706232] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:05.710016] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:05.710113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:08.715285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:08.721674] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:08.731613] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:08.735233] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:08.735328] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:11.740003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:11.744568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:11.748356] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:11.751853] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:11.751936] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:14.758677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:14.763911] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:14.768825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:14.773971] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:14.774094] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:17.779845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:17.785214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:17.790278] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:17.794010] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:17.794126] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:20.799796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:20.804447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:20.808744] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:20.812961] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:20.813078] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:23.818296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:23.822361] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:23.826554] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:23.830662] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:23.830754] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:26.835346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:26.840183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:26.845404] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:26.850514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:26.850674] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:29.854954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:29.858788] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:29.862373] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:29.865883] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:29.865964] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:32.870926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:32.875160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:32.879407] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:32.883167] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:32.883272] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:35.888347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:35.892673] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:35.896862] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:35.900911] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:35.901017] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:38.906514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:38.911701] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:38.917154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:38.921352] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:38.921456] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:41.927692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:41.932032] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:41.935878] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:41.940338] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:41.940436] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:44.945436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:44.949110] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:44.952710] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:44.956332] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:44.956470] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:47.962825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:47.968063] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:47.973680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:47.978914] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:47.979035] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:50.984587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:50.989512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:50.993730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:50.998408] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:50.998529] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:54.003781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:54.008205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:54.012587] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:54.017007] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:54.017127] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:05:57.022504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:05:57.026547] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:05:57.030365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:05:57.034164] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:05:57.034448] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:00.039636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:00.043679] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:00.047372] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:00.051414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:00.051519] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:03.059821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:03.064661] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:03.069497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:03.073977] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:03.074072] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:06.081181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:06.085112] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:06.089787] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:06.093864] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:06.093957] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:09.099098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:09.134699] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:09.170737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:09.175705] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:09.176068] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:12.181425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:12.186075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:12.191120] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:12.195927] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:12.196049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:15.201346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:15.205871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:15.211393] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:15.215947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:15.216063] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:18.222067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:18.226429] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:18.231096] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:18.236142] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:18.236268] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:21.241563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:21.245852] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:21.250847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:21.255122] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:21.255206] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:24.260049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:24.263848] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:24.269022] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:24.273202] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:24.273322] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:27.281566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:27.289149] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:27.296169] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:27.303213] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:27.303492] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:30.313802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:30.318182] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:30.322269] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:30.325970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:30.326054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:33.330780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:33.335844] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:33.339836] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:33.343862] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:33.343957] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:36.349868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:36.354284] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:36.361074] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:36.365295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:36.365530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:39.370609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:39.375827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:39.379958] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:39.383892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:39.383986] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:42.388758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:42.392607] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:42.396251] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:42.401117] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:42.401217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:45.405827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:45.409895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:45.413770] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:45.417191] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:45.417276] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:48.422021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:48.425878] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:48.429930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:48.433915] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:48.434015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:51.439338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:51.443394] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:51.447258] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:51.451025] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:51.451116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:54.456807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:54.461415] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:54.465592] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:54.469362] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:54.469446] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:06:57.475277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:06:57.479882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:06:57.484456] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:06:57.491539] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:06:57.491717] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:00.499364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:00.505787] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:00.510719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:00.516924] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:00.517108] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:03.522474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:03.526158] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:03.530016] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:03.534206] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:03.534323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:06.541312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:06.546759] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:06.552425] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:06.556328] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:06.556423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:09.561609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:09.565944] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:09.570272] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:09.573803] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:09.573887] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:12.579256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:12.583117] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:12.589678] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:12.595689] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:12.595835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:15.602229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:15.606640] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:15.610531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:15.614341] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:15.614430] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:18.619258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:18.623440] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:18.627630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:18.631507] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:18.631605] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:21.635807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:21.639559] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:21.643190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:21.646987] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:21.647084] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:24.652163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:24.656554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:24.660433] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:24.664391] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:24.664484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:27.670335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:27.675489] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:27.680131] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:27.684327] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:27.684409] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:30.689372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:30.694098] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:30.700662] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:30.706292] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:30.706407] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:33.710616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:33.714339] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:33.718245] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:33.721952] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:33.722047] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:36.728115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:36.732419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:36.736898] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:36.741096] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:36.741484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:39.747199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:39.752584] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:39.758365] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:39.762987] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:39.763121] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:42.769068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:42.773614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:42.778908] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:42.784177] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:42.784301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:45.790225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:45.794412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:45.798166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:45.801533] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:45.801609] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:48.806548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:48.810534] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:48.815375] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:48.820305] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:48.820460] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:51.826344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:51.830478] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:51.834375] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:51.838313] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:51.838414] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:54.844009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:54.848042] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:54.851970] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:54.855943] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:54.856034] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:07:57.861080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:07:57.864901] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:07:57.868615] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:07:57.872978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:07:57.873242] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:00.878993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:00.882630] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:00.886257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:00.889637] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:00.889739] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:03.896100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:03.900551] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:03.904923] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:03.910274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:03.910452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:06.915724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:06.919897] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:06.923669] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:06.927219] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:06.927301] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:09.932432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:09.937614] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:09.942985] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:09.947104] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:09.947200] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:12.953939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:12.958490] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:12.964806] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:12.970777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:12.970978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:15.977358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:15.981197] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:15.985163] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:15.989114] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:15.989211] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:18.996083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:19.000743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:19.005585] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:19.010135] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:19.010277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:22.016347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:22.020760] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:22.024608] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:22.028485] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:22.028579] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:25.034034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:25.038760] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:25.042634] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:25.046207] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:25.046291] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:28.051741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:28.055805] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:28.060731] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:28.065034] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:28.065157] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:31.070760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:31.075810] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:31.080634] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:31.085280] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:31.085402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:34.091495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:34.097098] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:34.101481] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:34.105030] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:34.105111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:37.110276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:37.115350] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:37.120157] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:37.124431] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:37.124528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:40.130124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:40.166483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:40.203828] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:40.207992] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:40.208091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:43.213335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:43.218194] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:43.223884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:43.229242] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:43.229369] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:46.235101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:46.240226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:46.245507] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:46.249950] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:46.250065] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:49.256158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:49.261463] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:49.265857] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:49.270724] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:49.270848] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:52.278251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:52.282966] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:52.287541] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:52.293043] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:52.293666] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:55.298286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:55.303243] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:55.307828] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:55.313503] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:55.313601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:08:58.321038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:08:58.326337] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:08:58.330985] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:08:58.335350] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:08:58.335445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:01.340539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:01.344917] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:01.348550] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:01.353582] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:01.353712] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:04.358519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:04.362542] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:04.366220] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:04.370331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:04.370424] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:07.376332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:07.380294] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:07.384154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:07.388002] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:07.388086] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:10.397308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:10.402817] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:10.408280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:10.413288] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:10.413529] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:13.418505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:13.422123] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:13.425890] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:13.429735] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:13.429824] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:16.435366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:16.439431] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:16.443600] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:16.454627] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:16.455002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:19.460328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:19.464400] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:19.468485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:19.472384] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:19.472484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:22.479174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:22.484399] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:22.490161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:22.495378] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:22.495510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:25.500806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:25.504605] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:25.509401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:25.514889] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:25.514994] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:28.520255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:28.524338] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:28.528102] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:28.532055] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:28.532204] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:31.538368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:31.543427] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:31.547994] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:31.553015] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:31.553129] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:34.560117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:34.564627] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:34.568697] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:34.572427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:34.572518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:37.578069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:37.581918] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:37.585503] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:37.589129] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:37.589225] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:40.595904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:40.601662] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:40.606825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:40.610599] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:40.610736] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:43.616594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:43.621634] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:43.626002] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:43.630935] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:43.631051] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:46.636094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:46.639796] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:46.643677] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:46.647369] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:46.647462] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:49.653764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:49.659073] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:49.664230] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:49.668499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:49.668619] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:52.674127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:52.678064] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:52.681807] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:52.685561] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:52.685727] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:55.692995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:55.698296] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:55.703390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:55.708948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:55.709075] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:09:58.714317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:09:58.717993] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:09:58.721631] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:09:58.725132] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:09:58.725220] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:01.731043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:01.735632] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:01.740330] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:01.745789] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:01.746091] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:04.752867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:04.757245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:04.762009] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:04.765989] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:04.766078] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:07.771966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:07.776636] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:07.781484] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:07.786922] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:07.787043] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:10.793398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:10.798803] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:10.803906] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:10.809190] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:10.809331] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:13.820290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:13.828153] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:13.834554] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:13.840874] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:13.841044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:16.848242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:16.853052] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:16.857164] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:16.863192] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:16.863326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:19.869219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:19.873339] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:19.877307] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:19.881881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:19.882019] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:22.886493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:22.890487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:22.894367] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:22.898624] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:22.898731] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:25.903135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:25.907221] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:25.911570] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:25.915257] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:25.915345] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:28.919774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:28.923944] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:28.927951] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:28.931903] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:28.932015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:31.936326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:31.940258] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:31.944406] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:31.949873] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:31.949992] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:34.957668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:34.961814] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:34.965668] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:34.969485] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:34.969584] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:37.974501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:37.979588] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:37.984383] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:37.989319] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:37.989447] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:40.995833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:41.001926] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:41.038719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:41.043794] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:41.043903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:44.074245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:44.133010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:44.167692] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:44.171988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:44.172069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:47.177512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:47.183483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:47.188487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:47.193905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:47.194058] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:50.199412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:50.203795] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:50.207806] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:50.211474] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:50.211568] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:53.216519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:53.222518] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:53.229080] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:53.235083] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:53.235238] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:56.241132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:56.246233] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:56.251144] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:56.257144] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:56.257284] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:10:59.261599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:10:59.265304] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:10:59.270959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:10:59.276069] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:10:59.276262] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:02.282137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:02.287091] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:02.291680] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:02.296410] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:02.296510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:05.302986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:05.309264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:05.314984] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:05.321507] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:05.321695] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:08.326183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:08.330351] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:08.334117] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:08.337664] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:08.337752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:11.343057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:11.353242] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:11.359218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:11.364442] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:11.364557] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:14.372880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:14.376984] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:14.381380] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:14.385253] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:14.385348] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:17.390110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:17.394843] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:17.400072] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:17.405740] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:17.405879] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:20.412616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:20.417034] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:20.420845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:20.425691] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:20.425831] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:23.431907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:23.437442] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:23.443097] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:23.447312] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:23.447447] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:26.453140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:26.458394] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:26.462559] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:26.466241] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:26.466347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:29.474148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:29.479161] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:29.483354] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:29.487533] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:29.487667] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:32.492746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:32.497881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:32.504157] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:32.508682] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:32.508797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:35.513943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:35.519827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:35.524871] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:35.528736] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:35.528828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:38.533461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:38.538036] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:38.542023] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:38.545754] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:38.545861] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:41.551052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:41.555091] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:41.560120] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:41.564435] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:41.564518] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:44.568671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:44.572522] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:44.576536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:44.580306] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:44.580392] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:47.586072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:47.590791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:47.594887] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:47.598897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:47.599014] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:50.604366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:50.608734] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:50.612520] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:50.616091] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:50.616173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:53.621928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:53.625995] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:53.629659] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:53.633302] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:53.633386] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:56.638109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:56.642088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:56.645526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:56.649124] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:56.649236] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:11:59.656628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:11:59.661760] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:11:59.666889] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:11:59.670947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:11:59.671040] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:02.675450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:02.679505] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:02.683179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:02.687830] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:02.687938] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:05.694639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:05.699821] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:05.704670] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:05.708576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:05.708693] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:08.716172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:08.720435] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:08.724067] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:08.728046] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:08.728125] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:11.733438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:11.737895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:11.742094] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:11.745887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:11.745981] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:14.751787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:14.756962] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:14.761769] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:14.766714] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:14.766939] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:17.773410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:17.777758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:17.781920] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:17.785859] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:17.785959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:20.792513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:20.796884] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:20.800578] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:20.804104] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:20.804187] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:23.808915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:23.812607] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:23.816161] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:23.819560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:23.819661] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:26.825033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:26.830342] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:26.835719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:26.840925] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:26.841055] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:29.846420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:29.850867] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:29.855403] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:29.859669] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:29.859779] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:32.865418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:32.870103] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:32.874430] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:32.879037] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:32.879229] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:35.885189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:35.889171] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:35.893299] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:35.896978] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:35.897076] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:38.903025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:38.906868] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:38.910485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:38.914321] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:38.914412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:41.919767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:41.924791] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:41.930263] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:41.934238] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:41.934355] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:44.941265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:44.945138] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:44.949027] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:44.953423] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:44.953528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:47.959675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:47.965181] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:47.969705] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:47.973547] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:47.973705] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:50.979496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:50.984117] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:50.988508] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:50.993098] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:50.993227] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:53.999213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:54.003923] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:54.008191] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:54.012549] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:54.012702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:12:57.019451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:12:57.023518] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:12:57.027699] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:12:57.031265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:12:57.031363] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:00.036063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:00.040227] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:00.044220] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:00.047962] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:00.048049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:03.054186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:03.059687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:03.064437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:03.068594] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:03.068930] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:06.075368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:06.079943] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:06.084085] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:06.089058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:06.089161] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:09.095436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:09.099865] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:09.104254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:09.107981] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:09.108064] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:12.113771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:12.148872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:12.185610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:12.191756] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:12.191923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:15.197130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:15.203093] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:15.207424] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:15.211558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:15.211671] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:18.216907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:18.222365] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:18.226489] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:18.230214] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:18.230303] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:21.234975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:21.239689] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:21.245053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:21.249791] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:21.249913] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:24.255552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:24.260088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:24.264727] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:24.270105] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:24.270203] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:27.274697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:27.278245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:27.282140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:27.286320] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:27.286434] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:30.293818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:30.298769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:30.308113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:30.313422] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:30.313575] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:33.318701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:33.322903] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:33.329491] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:33.333972] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:33.334166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:36.339168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:36.343634] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:36.347869] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:36.352993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:36.353094] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:39.357778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:39.362202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:39.367094] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:39.371383] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:39.371514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:42.376007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:42.380348] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:42.385511] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:42.390341] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:42.390460] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:45.396456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:45.400619] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:45.404381] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:45.409195] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:45.409353] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:48.414194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:48.418504] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:48.422737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:48.426467] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:48.426570] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:51.430710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:51.434482] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:51.438135] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:51.441609] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:51.441714] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:54.447200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:54.452249] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:54.456412] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:54.460077] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:54.460166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:13:57.465562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:13:57.470256] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:13:57.474976] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:13:57.479079] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:13:57.479166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:00.486239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:00.492065] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:00.497693] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:00.502453] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:00.502575] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:03.507103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:03.511105] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:03.514673] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:03.518569] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:03.518719] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:06.524039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:06.529457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:06.534933] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:06.539188] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:06.539303] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:09.544204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:09.549487] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:09.554122] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:09.558696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:09.558799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:12.565418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:12.569822] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:12.576734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:12.580944] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:12.581039] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:15.586478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:15.591919] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:15.596626] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:15.600790] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:15.600880] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:18.606004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:18.613736] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:18.617708] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:18.621489] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:18.621574] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:21.626353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:21.630521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:21.634974] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:21.639295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:21.639425] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:24.645928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:24.651008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:24.655893] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:24.659880] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:24.659973] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:27.664550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:27.668763] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:27.672536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:27.676052] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:27.676145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:30.681938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:30.685598] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:30.689584] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:30.693206] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:30.693290] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:33.698563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:33.702451] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:33.706635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:33.710499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:33.710608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:36.717807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:36.722225] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:36.726404] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:36.730628] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:36.730854] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:39.737792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:39.742289] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:39.746294] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:39.749907] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:39.749990] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:42.755813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:42.766781] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:42.779179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:42.783939] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:42.784096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:45.789454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:45.794075] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:45.798396] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:45.802706] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:45.802842] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:48.807464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:48.812953] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:48.817487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:48.822555] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:48.822702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:51.828885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:51.834222] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:51.839231] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:51.843275] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:51.843479] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:54.851245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:54.855798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:54.859901] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:54.863345] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:54.863426] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:14:57.869207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:14:57.873196] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:14:57.876955] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:14:57.881151] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:14:57.881262] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:00.886683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:00.891410] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:00.896194] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:00.900794] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:00.900912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:03.906175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:03.910515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:03.914760] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:03.918809] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:03.918928] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:06.924202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:06.928233] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:06.932533] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:06.936390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:06.936473] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:09.941687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:09.947798] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:09.952774] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:09.956768] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:09.956856] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:12.961947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:12.966222] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:12.972437] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:12.976123] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:12.976207] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:15.980806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:15.984626] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:15.988754] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:15.992636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:15.992774] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:19.002736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:19.007292] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:19.011265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:19.015400] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:19.015500] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:22.021052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:22.025341] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:22.029032] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:22.034044] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:22.034215] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:25.039513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:25.044172] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:25.049107] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:25.053887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:25.054024] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:28.059117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:28.063210] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:28.066975] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:28.070959] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:28.071059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:31.077159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:31.081403] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:31.085217] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:31.089697] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:31.089798] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:34.096489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:34.101629] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:34.106720] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:34.111340] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:34.111459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:37.116137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:37.120237] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:37.125110] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:37.129514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:37.129625] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:40.135773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:40.141040] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:40.146047] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:40.151101] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:40.151236] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:43.156698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:43.192747] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:43.231088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:43.235588] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:43.235732] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:46.241580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:46.247350] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:46.253560] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:46.259443] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:46.259611] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:49.264999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:49.269579] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:49.274764] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:49.279481] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:49.279624] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:52.284199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:52.288281] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:52.292100] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:52.297155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:52.297558] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:55.301821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:55.305465] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:55.309481] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:55.313873] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:55.314004] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:15:58.319602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:15:58.324318] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:15:58.330113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:15:58.334370] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:15:58.334467] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:01.339912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:01.343797] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:01.348700] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:01.353180] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:01.353296] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:04.359038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:04.363571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:04.369915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:04.376302] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:04.376770] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:07.382442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:07.386879] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:07.392039] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:07.396965] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:07.397085] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:10.402979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:10.407499] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:10.411608] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:10.415794] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:10.416183] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:13.422348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:13.427493] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:13.432734] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:13.436693] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:13.436809] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:16.442412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:16.447211] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:16.452144] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:16.456697] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:16.456833] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:19.462048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:19.466087] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:19.469939] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:19.473564] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:19.473688] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:22.480346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:22.485702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:22.489298] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:22.493448] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:22.493534] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:25.498810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:25.503457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:25.508918] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:25.514993] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:25.515099] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:28.520107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:28.524576] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:28.529125] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:28.533440] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:28.533546] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:31.539665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:31.543514] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:31.547058] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:31.550932] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:31.551022] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:34.559040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:34.564933] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:34.568983] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:34.574059] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:34.574137] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:37.583117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:37.594344] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:37.601187] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:37.609095] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:37.609311] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:40.616133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:40.620572] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:40.625044] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:40.629951] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:40.630057] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:43.635989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:43.640919] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:43.645280] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:43.649125] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:43.649213] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:46.655689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:46.659610] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:46.664566] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:46.669383] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:46.669484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:49.674454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:49.680062] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:49.684740] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:49.689150] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:49.689252] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:52.694536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:52.699052] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:52.703400] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:52.707573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:52.707721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:55.712688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:55.716472] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:55.719966] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:55.723325] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:55.723432] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:16:58.730124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:16:58.735503] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:16:58.740513] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:16:58.746561] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:16:58.746681] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:01.752625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:01.757491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:01.762198] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:01.766548] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:01.766682] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:04.770854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:04.775498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:04.779816] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:04.783522] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:04.783606] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:07.791713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:07.796132] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:07.800187] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:07.804453] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:07.804575] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:10.810807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:10.815107] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:10.818905] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:10.822847] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:10.822967] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:13.829576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:13.836184] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:13.842218] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:13.847153] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:13.847243] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:16.853394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:16.857314] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:16.860990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:16.864397] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:16.864484] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:19.870606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:19.874994] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:19.879418] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:19.885069] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:19.885179] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:22.891383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:22.895862] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:22.899851] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:22.904118] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:22.904221] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:25.909747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:25.913985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:25.918610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:25.922925] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:25.923027] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:28.929423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:28.933932] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:28.938162] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:28.942017] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:28.942130] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:31.948228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:31.953480] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:31.957516] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:31.961695] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:31.961804] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:34.966565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:34.970250] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:34.973833] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:34.978265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:34.978341] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:37.983617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:37.988483] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:37.993497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:37.998107] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:37.998232] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:41.002966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:41.008185] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:41.012982] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:41.016887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:41.016976] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:44.022490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:44.057544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:44.093148] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:44.097980] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:44.098106] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:47.103311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:47.107876] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:47.112581] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:47.116791] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:47.116896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:50.124215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:50.129305] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:50.134265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:50.138390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:50.138471] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:53.143246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:53.148135] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:53.152277] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:53.156312] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:53.156396] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:56.161737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:56.165758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:56.169955] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:56.174399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:56.174530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:17:59.180716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:17:59.185200] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:17:59.189085] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:17:59.192870] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:17:59.192957] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:02.197699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:02.202225] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:02.206415] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:02.211504] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:02.211621] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:05.216801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:05.221277] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:05.225626] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:05.230177] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:05.230312] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:08.236226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:08.241843] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:08.246770] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:08.251992] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:08.252115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:11.257126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:11.261506] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:11.265439] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:11.269351] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:11.269441] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:14.274043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:14.279095] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:14.284045] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:14.288573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:14.288715] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:17.293842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:17.297752] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:17.307997] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:17.312047] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:17.312135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:20.318195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:20.323392] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:20.328635] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:20.332707] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:20.332797] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:23.338839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:23.343600] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:23.348901] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:23.353078] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:23.353204] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:26.358812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:26.363558] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:26.367773] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:26.371927] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:26.372048] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:29.378941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:29.383978] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:29.389286] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:29.393616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:29.393802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:32.398496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:32.402712] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:32.406886] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:32.411430] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:32.411527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:35.416955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:35.422162] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:35.426976] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:35.431924] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:35.432054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:38.437273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:38.441964] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:38.446528] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:38.450988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:38.451111] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:41.457149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:41.461467] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:41.465736] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:41.469826] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:41.470090] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:44.475610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:44.479998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:44.484393] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:44.488113] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:44.488190] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:47.493470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:47.498027] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:47.502052] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:47.505851] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:47.505931] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:50.511857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:50.515997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:50.519969] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:50.524019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:50.524147] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:53.531402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:53.536260] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:53.540992] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:53.544937] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:53.545049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:56.550767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:56.554998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:56.558930] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:56.562308] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:56.562391] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:18:59.567604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:18:59.571846] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:18:59.577743] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:18:59.581861] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:18:59.581954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:02.586596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:02.591882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:02.596330] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:02.600396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:02.600500] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:05.606047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:05.610124] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:05.614341] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:05.618523] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:05.618669] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:08.623966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:08.628017] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:08.631974] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:08.635963] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:08.636059] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:11.642318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:11.647489] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:11.652215] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:11.656699] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:11.656796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:14.663062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:14.667892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:14.672694] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:14.676850] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:14.676932] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:17.681551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:17.685252] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:17.689468] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:17.693414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:17.693507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:20.697921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:20.702086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:20.706083] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:20.710196] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:20.710326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:23.716492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:23.721590] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:23.726204] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:23.730172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:23.730280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:26.734572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:26.738279] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:26.742390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:26.746031] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:26.746120] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:29.751024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:29.754960] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:29.758605] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:29.763885] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:29.764044] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:32.771537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:32.775807] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:32.780159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:32.784390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:32.784510] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:35.788912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:35.792780] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:35.796406] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:35.800346] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:35.800452] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:38.804919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:38.808977] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:38.812914] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:38.817909] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:38.818047] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:41.827103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:41.832871] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:41.838088] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:41.843633] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:41.843799] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:44.850136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:44.856138] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:44.861561] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:44.866359] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:44.866507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:47.873023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:47.878593] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:47.883171] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:47.887062] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:47.887175] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:50.892140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:50.895976] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:50.899483] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:50.903121] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:50.903204] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:53.909930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:53.914981] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:53.920008] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:53.924704] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:53.924813] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:56.930251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:56.934144] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:56.938860] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:56.942555] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:56.942668] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:19:59.948228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:19:59.952779] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:19:59.956888] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:19:59.961176] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:19:59.961274] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:02.968262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:02.974796] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:02.979790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:02.984887] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:02.984998] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:05.989759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:05.993722] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:05.997471] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:06.001189] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:06.001281] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:09.006829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:09.011316] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:09.015582] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:09.020393] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:09.020533] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:12.026709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:12.030873] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:12.034948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:12.038822] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:12.038918] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:15.045169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:15.085169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:15.121781] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:15.126509] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:15.126718] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:18.131091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:18.135117] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:18.139176] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:18.142970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:18.143050] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:21.148897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:21.152904] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:21.156536] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:21.160187] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:21.160270] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:24.166564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:24.171544] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:24.175820] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:24.180234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:24.180511] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:27.186633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:27.191227] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:27.195155] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:27.199285] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:27.199383] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:30.204360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:30.209674] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:30.214490] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:30.219698] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:30.219792] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:33.226019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:33.231608] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:33.236735] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:33.241389] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:33.241554] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:36.246742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:36.251140] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:36.255349] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:36.260399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:36.260523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:39.266477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:39.271129] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:39.276278] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:39.281970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:39.282117] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:42.288760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:42.294359] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:42.298915] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:42.304123] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:42.304213] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:45.338102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:45.374341] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:45.410192] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:45.414876] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:45.414989] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:48.420324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:48.425427] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:48.430485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:48.434407] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:48.435809] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:51.441263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:51.446453] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:51.452248] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:51.456899] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:51.457146] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:54.463294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:54.468414] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:54.473699] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:54.477904] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:54.477997] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:20:57.482372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:20:57.487038] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:20:57.492084] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:20:57.496770] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:20:57.496895] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:00.505270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:00.509414] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:00.514614] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:00.519970] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:00.520142] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:03.526852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:03.532389] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:03.537688] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:03.541660] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:03.541749] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:06.547752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:06.552331] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:06.557381] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:06.561545] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:06.561670] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:09.565773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:09.569892] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:09.574948] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:09.580483] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:09.580791] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:12.586447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:12.591907] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:12.597493] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:12.602948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:12.603276] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:15.608068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:15.612275] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:15.615882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:15.619435] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:15.619531] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:18.624420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:18.629531] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:18.634132] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:18.637696] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:18.637783] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:21.643385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:21.647885] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:21.652356] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:21.656493] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:21.656598] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:24.661419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:24.666125] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:24.671189] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:24.675728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:24.675877] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:27.680289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:27.683901] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:27.687482] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:27.691221] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:27.691302] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:30.697152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:30.701174] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:30.704845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:30.708981] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:30.709065] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:33.716792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:33.722107] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:33.726448] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:33.738029] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:33.738198] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:36.744525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:36.749364] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:36.754086] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:36.758502] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:36.758618] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:39.765276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:39.771299] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:39.776327] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:39.780746] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:39.780860] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:42.786702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:42.790858] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:42.795552] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:42.799764] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:42.799893] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:45.805127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:45.809612] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:45.813929] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:45.817780] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:45.817896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:48.822636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:48.826704] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:48.830610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:48.834380] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:48.834474] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:51.840662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:51.844819] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:51.851299] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:51.855906] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:51.856030] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:54.861067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:54.866063] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:54.871354] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:54.875514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:54.875608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:21:57.880834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:21:57.885292] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:21:57.889992] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:21:57.894398] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:21:57.894505] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:00.900737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:00.905916] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:00.911300] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:00.917818] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:00.917940] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:03.923486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:03.928068] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:03.932719] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:03.937052] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:03.937138] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:06.943882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:06.949603] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:06.954328] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:06.963029] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:06.963173] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:09.970121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:09.975324] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:09.980229] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:09.985165] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:09.985274] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:12.991459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:12.996160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:13.000959] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:13.005248] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:13.005371] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:16.010259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:16.044284] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:16.079122] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:16.083330] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:16.083426] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:19.089112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:19.093548] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:19.097329] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:19.102293] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:19.102380] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:22.107347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:22.116726] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:22.123576] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:22.129518] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:22.129696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:25.135935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:25.141484] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:25.146070] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:25.152638] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:25.153178] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:28.160445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:28.165247] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:28.169634] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:28.176057] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:28.176174] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:31.180893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:31.185223] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:31.189581] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:31.196285] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:31.196427] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:34.202376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:34.207834] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:34.212708] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:34.216378] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:34.216487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:37.220918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:37.225111] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:37.229464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:37.234430] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:37.234566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:40.240674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:40.245556] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:40.250181] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:40.254499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:40.254621] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:43.260742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:43.265925] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:43.272832] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:43.279636] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:43.280471] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:46.285726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:46.290688] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:46.295870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:46.299975] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:46.300082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:49.305006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:49.309402] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:49.313435] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:49.317295] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:49.317391] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:52.322015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:52.325609] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:52.329359] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:52.333846] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:52.333968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:55.340043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:55.344961] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:55.349946] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:55.354297] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:55.354418] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:22:58.361450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:22:58.365730] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:22:58.370053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:22:58.374086] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:22:58.374189] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:01.382436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:01.386797] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:01.391000] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:01.394745] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:01.394827] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:04.401435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:04.405983] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:04.410179] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:04.414132] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:04.414223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:07.419843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:07.425091] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:07.429184] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:07.432947] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:07.433058] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:10.437169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:10.441021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:10.444845] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:10.448595] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:10.448710] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:13.454625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:13.458618] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:13.463221] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:13.471130] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:13.471381] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:16.478091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:16.484426] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:16.489496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:16.493556] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:16.493689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:19.499959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:19.505789] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:19.511853] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:19.517687] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:19.517839] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:22.522563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:22.527113] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:22.532220] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:22.536206] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:22.536315] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:25.540933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:25.544685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:25.549106] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:25.553549] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:25.553689] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:28.559176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:28.563236] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:28.567157] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:28.570785] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:28.570878] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:31.576008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:31.580394] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:31.585098] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:31.589409] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:31.589533] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:34.594797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:34.599717] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:34.603875] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:34.608126] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:34.608226] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:37.614394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:37.618707] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:37.622990] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:37.627583] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:37.627742] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:40.634079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:40.639296] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:40.643432] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:40.648317] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:40.648404] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:43.654128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:43.658055] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:43.662022] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:43.665490] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:43.665587] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:46.672558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:46.679026] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:46.683898] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:46.688583] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:46.688734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:49.694342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:49.698633] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:49.703153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:49.706989] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:49.707073] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:52.711720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:52.715688] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:52.719957] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:52.724103] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:52.724233] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:55.729207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:55.733281] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:55.737113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:55.741068] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:55.741160] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:23:58.747511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:23:58.752820] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:23:58.757790] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:23:58.762365] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:23:58.762467] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:01.767575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:01.772058] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:01.776438] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:01.780960] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:01.781092] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:04.788216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:04.792571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:04.796396] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:04.800585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:04.800696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:07.805930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:07.810990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:07.816390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:07.820662] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:07.820752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:10.828707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:10.835380] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:10.840609] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:10.845268] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:10.845382] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:13.855934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:13.861485] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:13.866127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:13.870210] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:13.870312] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:16.875351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:16.879948] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:16.884836] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:16.888824] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:16.888920] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:19.893949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:19.897774] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:19.902209] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:19.906905] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:19.907007] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:22.912506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:22.916842] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:22.920789] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:22.924538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:22.924613] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:25.931950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:25.935849] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:25.939567] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:25.942974] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:25.943057] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:28.948208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:28.952586] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:28.956776] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:28.960459] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:28.960551] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:31.965626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:31.970257] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:31.974186] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:31.978466] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:31.978773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:34.986925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:34.992989] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:34.998778] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:35.004706] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:35.004864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:38.011262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:38.015480] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:38.020756] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:38.025016] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:38.025105] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:41.031826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:41.035967] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:41.039835] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:41.043302] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:41.043385] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:44.048798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:44.052907] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:44.056541] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:44.060196] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:44.060279] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:47.065901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:47.101058] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:47.136984] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:47.144627] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:47.144787] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:50.149616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:50.154246] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:50.158376] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:50.162456] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:50.162583] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:53.168980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:53.174059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:53.179884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:53.186227] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:53.186612] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:56.191036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:56.195141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:56.198962] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:56.202892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:56.203035] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:24:59.208245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:24:59.213202] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:24:59.217603] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:24:59.221925] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:24:59.222395] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:02.227567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:02.232557] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:02.237337] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:02.241427] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:02.241537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:05.245862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:05.249674] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:05.253127] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:05.256606] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:05.256713] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:08.261005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:08.264852] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:08.268710] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:08.272251] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:08.272340] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:11.276739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:11.281554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:11.286546] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:11.291576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:11.291702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:14.296303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:14.300518] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:14.304483] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:14.309005] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:14.309101] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:17.315531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:17.321011] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:17.326140] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:17.330446] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:17.330543] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:20.336861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:20.342329] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:20.347384] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:20.352103] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:20.352220] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:23.363572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:23.368380] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:23.373974] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:23.379286] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:23.379471] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:26.383666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:26.387301] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:26.390916] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:26.394884] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:26.394974] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:29.399501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:29.403306] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:29.407020] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:29.410881] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:29.410987] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:32.416128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:32.420822] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:32.425442] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:32.429871] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:32.429969] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:35.436127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:35.441471] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:35.445420] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:35.450131] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:35.450280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:38.457178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:38.462948] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:38.468279] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:38.472966] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:38.473062] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:41.480149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:41.485264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:41.490254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:41.495194] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:41.495325] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:44.502150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:44.506183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:44.510217] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:44.514019] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:44.514103] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:47.521176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:47.526896] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:47.532125] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:47.536996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:47.537129] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:50.542464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:50.546690] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:50.551487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:50.556814] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:50.556945] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:53.561522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:53.565774] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:53.569996] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:53.574135] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:53.574228] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:56.579123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:56.584059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:56.588558] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:56.592625] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:56.592782] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:25:59.599424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:25:59.604091] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:25:59.609075] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:25:59.613575] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:25:59.613733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:02.619074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:02.623785] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:02.627553] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:02.631573] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:02.631686] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:05.637135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:05.642480] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:05.646866] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:05.651755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:05.651901] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:08.659518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:08.666041] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:08.671163] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:08.676286] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:08.676483] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:11.683271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:11.688329] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:11.692535] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:11.696474] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:11.696589] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:14.703720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:14.707935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:14.712192] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:14.715996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:14.716081] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:17.720789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:17.726053] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:17.731062] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:17.735174] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:17.735280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:20.742016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:20.746976] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:20.751978] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:20.756690] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:20.756801] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:23.762920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:23.768453] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:23.773066] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:23.778167] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:23.778277] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:26.783117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:26.788104] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:26.792521] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:26.796734] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:26.796842] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:29.803575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:29.808805] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:29.812810] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:29.816731] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:29.816854] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:32.825010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:32.831200] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:32.837797] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:32.843994] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:32.844146] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:35.850519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:35.854678] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:35.858706] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:35.862999] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:35.863086] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:38.867696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:38.871534] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:38.875373] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:38.879188] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:38.879281] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:41.884232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:41.888430] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:41.892366] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:41.896826] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:41.896951] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:44.903399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:44.908307] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:44.914464] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:44.918699] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:44.918827] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:47.924016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:47.929287] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:47.934053] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:47.938003] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:47.938103] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:50.942775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:50.947213] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:50.950903] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:50.954579] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:50.954714] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:53.961108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:53.966050] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:53.970722] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:53.975148] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:53.975265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:56.980273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:26:56.985029] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:26:56.988832] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:26:56.992474] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:26:56.992562] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:26:59.999058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:00.003148] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:00.007237] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:00.012514] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:00.012618] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:03.019209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:03.023977] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:03.029135] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:03.033407] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:03.033508] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:06.040102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:06.045070] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:06.050377] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:06.054736] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:06.054818] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:09.059877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:09.065419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:09.069991] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:09.074155] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:09.074249] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:12.080747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:12.085340] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:12.089455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:12.093168] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:12.093249] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:15.100066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:15.105369] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:15.110154] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:15.114094] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:15.114270] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:18.120292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:18.155512] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:18.190141] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:18.194138] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:18.194229] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:21.199934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:21.204702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:21.209031] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:21.212565] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:21.212667] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:24.217396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:24.224015] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:24.229041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:24.233153] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:24.233246] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:27.238181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:27.243746] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:27.248947] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:27.253320] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:27.253481] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:30.257924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:30.261582] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:30.265308] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:30.269001] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:30.269103] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:33.275203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:33.280307] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:33.285113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:33.289026] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:33.289119] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:36.294156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:36.301538] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:36.305803] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:36.309921] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:36.310017] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:39.314621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:39.320124] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:39.325356] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:39.330623] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:39.330865] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:42.336054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:42.340245] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:42.344424] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:42.348333] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:42.348427] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:45.353441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:45.358482] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:45.363533] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:45.368817] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:45.368935] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:48.374166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:48.378829] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:48.383749] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:48.388069] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:48.388191] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:51.394924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:51.400116] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:51.405045] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:51.409234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:51.409513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:54.414567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:54.418890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:54.422913] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:54.427012] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:54.427115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:27:57.436371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:27:57.443014] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:27:57.453617] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:27:57.461172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:27:57.461411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:00.466999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:00.470888] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:00.474757] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:00.478513] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:00.478601] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:03.485303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:03.491115] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:03.495809] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:03.500844] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:03.500979] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:06.506547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:06.510995] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:06.514712] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:06.518687] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:06.518780] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:09.525459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:09.529743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:09.534181] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:09.538288] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:09.538392] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:12.544594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:12.550947] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:12.556806] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:12.561972] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:12.562071] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:15.567202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:15.571717] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:15.575630] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:15.579403] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:15.579482] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:18.585709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:18.591363] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:18.597159] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:18.601331] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:18.601424] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:21.607181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:21.612264] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:21.617265] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:21.621598] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:21.621716] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:24.627880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:24.632426] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:24.636455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:24.640263] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:24.640350] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:27.646039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:27.651106] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:27.655394] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:27.659603] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:27.659733] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:30.666792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:30.671826] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:30.676589] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:30.680814] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:30.680922] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:33.686478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:33.690673] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:33.694478] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:33.698091] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:33.698179] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:36.702255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:36.705909] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:36.709847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:36.713980] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:36.714076] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:39.721529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:39.726742] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:39.730594] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:39.734727] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:39.734807] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:42.742037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:42.746421] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:42.750441] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:42.754219] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:42.754336] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:45.760768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:45.765085] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:45.769008] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:45.772910] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:45.773011] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:48.779757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:48.784810] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:48.789931] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:48.794216] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:48.794331] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:51.804753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:51.808882] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:51.812590] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:51.818142] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:51.818280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:54.823919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:54.829302] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:54.833880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:54.838236] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:54.838352] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:28:57.843067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:28:57.846997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:28:57.850882] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:28:57.855198] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:28:57.855295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:00.861173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:00.865385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:00.869252] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:00.873064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:00.873156] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:03.878975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:03.883940] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:03.889138] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:03.895300] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:03.895429] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:06.901115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:06.906496] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:06.913309] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:06.917871] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:06.918082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:09.924469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:09.928551] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:09.932594] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:09.936399] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:09.936486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:12.941738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:12.946795] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:12.950911] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:12.955781] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:12.955892] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:15.961673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:15.965912] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:15.970074] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:15.973782] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:15.973884] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:18.979176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:18.984278] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:18.989173] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:18.993265] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:18.993363] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:21.999793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:22.006739] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:22.012174] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:22.017787] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:22.017970] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:25.022570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:25.026447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:25.031047] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:25.035492] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:25.035604] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:28.040562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:28.044748] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:28.049670] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:28.053467] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:28.053582] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:31.058363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:31.062927] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:31.067870] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:31.077073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:31.077423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:34.083273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:34.088196] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:34.093153] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:34.098028] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:34.098135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:37.104732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:37.109134] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:37.112977] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:37.116577] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:37.116688] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:40.122328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:40.126990] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:40.131355] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:40.135343] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:40.135449] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:43.141364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:43.145572] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:43.150319] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:43.154675] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:43.154839] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:46.162167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:46.168021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:46.174258] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:46.179940] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:46.180110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:49.185543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:49.190185] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:49.194702] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:49.198499] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:49.198585] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:52.203966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:52.208403] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:52.212815] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:52.216616] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:52.216753] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:55.222344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:55.228737] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:55.234545] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:55.239892] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:55.240069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:29:58.247625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:29:58.254581] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:29:58.260085] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:29:58.265044] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:29:58.265166] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:01.269504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:01.273223] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:01.277327] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:01.281216] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:01.281299] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:04.287089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:04.292997] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:04.298452] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:04.303631] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:04.303792] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:07.309499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:07.313476] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:07.317585] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:07.321476] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:07.321559] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:10.326859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:10.331415] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:10.336071] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:10.340013] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:10.340119] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:13.345782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:13.349936] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:13.353770] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:13.357333] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:13.357421] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:16.362285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:16.366708] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:16.370949] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:16.375033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:16.375132] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:19.380658] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:19.385918] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:19.390505] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:19.395095] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:19.395210] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:22.400843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:22.404900] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:22.408382] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:22.412421] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:22.412504] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:25.418173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:25.422549] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:25.426685] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:25.431122] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:25.431387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:28.438586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:28.442342] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:28.446576] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:28.450688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:28.450773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:31.456201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:31.460397] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:31.464461] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:31.469033] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:31.469135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:34.476742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:34.481186] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:34.485526] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:34.489743] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:34.489861] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:37.495573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:37.500005] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:37.505095] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:37.509819] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:37.509991] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:40.517107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:40.521618] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:40.525802] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:40.530087] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:40.530249] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:43.535085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:43.539059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:43.543052] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:43.547498] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:43.547675] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:46.856868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:46.891964] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:46.928325] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:46.933463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:46.933546] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:49.938030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:49.945321] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:49.950900] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:49.954941] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:49.955033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:52.963055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:52.970695] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:52.977865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:52.983871] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:52.984032] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:55.988576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:55.992950] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:55.998610] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:56.003954] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:56.004117] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:30:59.008510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:30:59.012831] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:30:59.017322] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:30:59.023274] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:30:59.023505] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:02.030501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:02.035126] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:02.040389] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:02.044948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:02.045037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:05.050289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:05.054769] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:05.059674] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:05.064268] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:05.064376] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:08.069527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:08.073400] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:08.078497] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:08.084290] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:08.084383] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:11.091015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:11.095189] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:11.099264] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:11.103027] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:11.103119] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:14.108943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:14.112835] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:14.117170] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:14.123110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:14.123256] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:17.425216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:17.430021] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:17.435234] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:17.439501] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:17.439611] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:20.445064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:20.481803] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:20.515993] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:20.520700] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:20.520851] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:23.528291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:23.534308] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:23.539072] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:23.543302] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:23.543428] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:26.548796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:26.553726] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:26.557880] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:26.562519] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:26.562621] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:29.567175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:29.570875] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:29.574769] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:29.578760] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:29.578843] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:32.583764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:32.588930] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:32.594868] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:32.599703] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:32.599825] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:35.604099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:35.607962] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:35.612204] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:35.616983] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:35.617110] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:38.622090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:38.628102] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:38.632905] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:38.638414] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:38.638603] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:41.643552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:41.647413] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:41.651369] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:41.656494] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:41.656863] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:44.662471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:44.667434] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:44.672841] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:44.678433] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:44.678849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:47.684591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:47.688687] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:47.692320] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:47.695733] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:47.695849] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:50.701477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:50.706515] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:50.711073] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:50.715197] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:50.715311] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:53.721202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:53.725745] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:53.731761] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:53.736240] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:53.736354] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:56.741594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:56.746632] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:56.754929] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:56.759617] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:56.759766] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:31:59.766414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:31:59.772431] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:31:59.778430] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:31:59.783773] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:31:59.783895] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:02.789492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:02.793419] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:02.797152] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:02.801385] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:02.801507] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:05.807190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:05.811079] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:05.814884] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:05.818745] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:05.818828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:08.824926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:08.829950] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:08.834604] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:08.839000] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:08.839092] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:11.846264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:11.851214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:11.857372] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:11.863456] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:11.863555] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:14.869500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:14.874516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:14.879793] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:14.883886] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:14.883997] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:17.889576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:17.894088] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:17.898190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:17.902594] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:17.902729] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:20.908330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:20.913118] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:20.917816] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:20.922296] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:20.922606] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:23.928820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:23.933911] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:23.938116] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:23.941861] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:23.941953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:26.947501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:26.951925] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:26.956069] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:26.960395] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:26.960522] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:29.966478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:29.970992] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:29.975065] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:29.979094] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:29.979205] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:32.984381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:32.988170] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:32.991874] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:32.995347] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:32.995435] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:36.003566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:36.008465] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:36.012849] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:36.016984] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:36.017073] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:39.021468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:39.026233] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:39.030323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:39.035381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:39.035514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:42.043109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:42.047516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:42.052323] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:42.056781] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:42.056911] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:45.061867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:45.066302] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:45.070004] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:45.073561] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:45.073664] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:48.078924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:48.083276] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:48.087263] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:48.091762] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:48.091875] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:51.098129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:51.132561] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:51.169217] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:51.173388] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:51.173496] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:54.178984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:54.183399] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:54.188620] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:54.192984] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:54.193105] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:32:57.198824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:32:57.203239] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:32:57.208173] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:32:57.213482] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:32:57.213674] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:00.218041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:00.222993] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:00.227752] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:00.232504] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:00.232819] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:03.238268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:03.243456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:03.249847] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:03.255188] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:03.255752] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:06.260133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:06.263795] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:06.268040] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:06.271692] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:06.271780] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:09.277128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:09.283167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:09.289290] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:09.294891] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:09.295040] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:12.300707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:12.305628] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:12.310262] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:12.315815] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:12.315914] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:15.321045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:15.325447] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:15.329234] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:15.333470] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:15.333604] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:18.339365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:18.343111] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:18.347015] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:18.354972] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:18.355122] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:21.361786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:21.368432] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:21.374725] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:21.379802] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:21.379888] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:24.384810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:24.389118] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:24.392946] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:24.397933] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:24.398069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:27.403456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:27.407169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:27.410806] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:27.414334] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:27.414438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:30.419714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:30.424099] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:30.427780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:30.431335] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:30.431424] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:33.436390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:33.440226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:33.443841] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:33.447468] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:33.447566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:36.453059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:36.456881] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:36.461544] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:36.465361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:36.465459] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:39.472258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:39.477634] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:39.483167] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:39.488234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:39.488388] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:42.493700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:42.498476] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:42.502608] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:42.506479] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:42.506590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:45.511490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:45.515359] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:45.521501] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:45.526279] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:45.526397] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:48.534552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:48.539875] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:48.545769] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:48.552390] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:48.552567] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:51.558247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:51.562715] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:51.566614] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:51.570138] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:51.570224] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:54.575616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:54.579885] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:54.583958] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:54.587728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:54.587828] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:33:57.593914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:33:57.598160] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:33:57.602538] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:33:57.606976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:33:57.607105] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:00.612585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:00.616702] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:00.620401] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:00.624386] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:00.624508] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:03.631821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:03.637119] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:03.642303] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:03.647156] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:03.647266] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:06.653201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:06.657830] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:06.662038] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:06.666042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:06.666138] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:09.675028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:09.681224] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:09.686987] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:09.693766] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:09.694088] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:12.702051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:12.706813] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:12.711242] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:12.715688] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:12.715771] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:15.724022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:15.728890] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:15.733133] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:15.737300] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:15.737387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:18.744920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:18.750409] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:18.754873] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:18.759939] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:18.760064] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:21.767564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:21.772591] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:21.779445] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:21.784490] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:21.784611] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:24.795345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:24.800269] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:24.805687] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:24.814794] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:24.814964] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:27.820406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:27.826170] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:27.830830] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:27.835030] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:27.835135] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:30.842292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:30.847874] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:30.852600] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:30.859380] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:30.859509] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:33.866750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:33.873133] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:33.880751] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:33.884951] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:33.885053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:36.890300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:36.895473] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:36.900968] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:36.905929] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:36.906034] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:39.913290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:39.920251] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:39.925531] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:39.931136] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:39.931293] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:42.936375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:42.941580] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:42.947348] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:42.952278] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:42.952400] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:45.958452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:45.963361] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:45.968706] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:45.974382] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:45.974523] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:48.979881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:48.984248] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:48.988467] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:48.992996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:48.993095] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:51.998851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:52.004972] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:52.044204] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:52.049234] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:52.049378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:55.058352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:55.067819] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:55.074686] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:55.081707] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:55.082017] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:34:58.089153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:34:58.095662] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:34:58.104340] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:34:58.109967] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:34:58.110127] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:01.122220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:01.128299] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:01.135257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:01.141782] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:01.142049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:04.150862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:04.157995] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:04.164715] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:04.170841] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:04.170997] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:07.179137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:07.184169] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:07.189146] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:07.193885] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:07.194148] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:10.203095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:10.214478] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:10.220162] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:10.225837] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:10.226005] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:13.232716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:13.238319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:13.244142] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:13.250505] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:13.250666] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:16.256631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:16.263443] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:16.268665] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:16.273695] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:16.273979] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:19.280293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:19.284872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:19.290775] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:19.296777] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:19.297030] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:22.305432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:22.314086] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:22.321546] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:22.328373] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:22.328608] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:25.335199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:25.341617] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:25.347335] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:25.353976] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:25.354127] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:28.359892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:28.364539] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:28.369691] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:28.374198] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:28.374374] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:31.379975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:31.385880] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:31.391256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:31.396135] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:31.396456] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:34.402527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:34.407811] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:34.412314] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:34.416241] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:34.416330] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:37.421464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:37.426332] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:37.431664] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:37.436383] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:37.436494] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:40.443811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:40.449457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:40.454737] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:40.460355] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:40.460687] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:43.466100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:43.470895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:43.475078] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:43.478879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:43.478981] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:46.483980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:46.488385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:46.492584] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:46.497488] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:46.497615] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:49.503703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:49.508817] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:49.513893] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:49.518181] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:49.518275] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:52.524918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:52.529925] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:52.535811] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:52.541110] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:52.541364] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:55.550187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:55.556037] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:55.560476] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:55.567064] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:55.567159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:35:58.573188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:35:58.578201] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:35:58.583861] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:35:58.588879] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:35:58.589023] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:01.595662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:01.600226] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:01.604940] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:01.610058] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:01.610216] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:04.617202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:04.621525] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:04.626025] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:04.630240] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:04.630342] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:07.637700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:07.642877] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:07.648281] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:07.652835] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:07.652959] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:10.659362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:10.666240] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:10.671839] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:10.677528] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:10.677778] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:13.684883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:13.689152] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:13.695113] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:13.700489] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:13.700820] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:16.707073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:16.714755] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:16.721831] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:16.727126] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:16.727335] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:19.736627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:19.743785] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:19.750453] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:19.754996] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:19.755112] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:22.763775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:22.770167] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:22.776390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:22.785507] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:22.785937] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:25.791765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:25.796146] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:25.800383] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:25.805143] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:25.805240] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:28.813791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:28.820422] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:28.825766] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:28.832748] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:28.832904] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:31.839250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:31.844696] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:31.849679] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:31.855513] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:31.855682] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:34.862072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:34.866915] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:34.871729] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:34.875551] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:34.875633] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:37.881075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:37.884980] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:37.890251] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:37.894810] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:37.895126] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:40.904105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:40.913241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:40.920927] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:40.927694] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:40.927880] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:43.933186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:43.937796] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:43.942050] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:43.946078] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:43.946306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:46.952839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:46.957922] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:46.962374] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:46.967210] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:46.967309] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:49.972888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:49.978025] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:49.985168] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:49.995225] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:49.995396] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:53.001026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:53.006478] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:53.043496] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:53.048626] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:53.048805] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:56.056321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:56.062196] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:56.070060] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:56.074735] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:56.074953] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:36:59.083413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:36:59.092109] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:36:59.099162] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:36:59.103755] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:36:59.103868] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:02.114192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:02.119322] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:02.123581] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:02.128513] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:02.128637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:05.136249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:05.144266] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:05.151191] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:05.156344] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:05.156447] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:08.161530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:08.165399] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:08.169169] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:08.173049] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:08.173140] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:11.178236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:11.183895] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:11.188346] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:11.194022] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:11.194123] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:14.200724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:14.205758] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:14.209746] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:14.213721] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:14.213807] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:17.219329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:17.224069] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:17.227936] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:17.231928] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:17.232006] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:20.238112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:20.243270] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:20.249664] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:20.253950] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:20.254033] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:23.259887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:23.267413] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:23.272455] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:23.278082] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:23.278170] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:26.284695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:26.289037] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:26.294426] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:26.299828] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:26.299977] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:29.305405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:29.310495] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:29.314973] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:29.318968] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:29.319168] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:32.325995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:32.332010] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:32.336905] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:32.344172] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:32.344333] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:35.350505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:35.355886] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:35.361380] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:35.365392] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:35.365538] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:38.372727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:38.377827] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:38.382761] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:38.387565] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:38.387889] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:41.393411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:41.399452] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:41.405334] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:41.413298] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:41.413433] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:44.419912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:44.425001] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:44.431102] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:44.436236] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:44.436508] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:47.443637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:47.454222] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:47.462029] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:47.468793] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:47.468962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:50.476945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:50.481478] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:50.486001] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:50.492230] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:50.492407] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:53.499625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:53.506949] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:53.514969] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:53.521902] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:53.522341] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:56.529479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:56.535059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:56.539748] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:56.544786] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:56.544897] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:37:59.551705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:37:59.555981] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:37:59.561286] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:37:59.566988] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:37:59.567242] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:02.574204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:02.580781] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:02.586780] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:02.594524] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:02.594678] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:05.602961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:05.608139] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:05.613702] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:05.623924] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:05.624083] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:08.630559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:08.636319] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:08.641417] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:08.647658] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:08.647773] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:11.654896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:11.660637] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:11.666121] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:11.672395] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:11.672520] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:14.677803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:14.682183] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:14.687119] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:14.691416] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:14.691684] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:17.697130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:17.701672] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:17.707165] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:17.712396] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:17.712500] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:20.718365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:20.723437] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:20.727524] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:20.731754] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:20.731861] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:23.738183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:23.744127] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:23.749581] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:23.756011] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:23.756230] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:26.766017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:26.774743] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:26.783316] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:26.795549] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:26.795838] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:29.801591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:29.806699] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:29.810869] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:29.815511] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:29.815759] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:32.821475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:32.826166] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:32.831942] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:32.837137] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:32.837228] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:35.843122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:35.848161] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:35.852815] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:35.857851] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:35.858011] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:38.867412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:38.873468] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:38.878692] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:38.882893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:38.882985] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:41.890719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:41.896969] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:41.903062] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:41.908766] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:41.909131] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:44.915223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:44.920680] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:44.925739] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:44.931287] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:44.931402] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:47.936801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:47.945525] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:47.950799] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:47.954951] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:47.955260] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:50.962478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:50.966921] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:50.972120] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:50.977243] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:50.977332] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:53.984535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:53.991014] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:53.997283] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:54.004668] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:54.005223] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:38:57.013431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:38:57.018992] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:38:57.023786] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:38:57.028376] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:38:57.028486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:00.036396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:00.042414] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:00.047012] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:00.053728] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:00.053874] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:03.061488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:03.068612] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:03.074530] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:03.081368] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:03.081505] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:06.087523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:06.093257] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:06.099190] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:06.104395] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:06.104565] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:09.111069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:09.116079] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:09.121325] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:09.127284] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:09.127424] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:12.133037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:12.138516] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:12.144276] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:12.150673] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:12.151066] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:15.157215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:15.163385] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:15.167953] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:15.171825] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:15.171906] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:18.178942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:18.184488] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:18.191798] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:18.197149] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:18.197280] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:21.202692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:21.207777] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:21.212846] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:21.217266] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:21.217379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:24.224594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:24.229418] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:24.237343] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:24.242463] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:24.242618] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:27.250833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:27.256345] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:27.260557] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:27.264198] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:27.264289] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:30.271146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:30.277163] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:30.281761] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:30.291006] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:30.291476] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:33.298583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:33.303308] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:33.309672] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:33.314999] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:33.315136] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:36.325482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:36.331018] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:36.335928] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:36.340361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:36.340735] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:39.345452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:39.349965] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:39.354354] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:39.358893] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:39.359094] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:42.366032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:42.371116] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:42.377739] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:42.385200] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:42.385613] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:45.391362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:45.397683] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:45.403350] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:45.407942] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:45.408285] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:48.412820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:48.418685] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:48.423596] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:48.431560] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:48.431764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:51.439007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:51.443591] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:51.447625] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:51.452729] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:51.452897] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:54.460507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:54.467024] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:54.473499] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:54.478114] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:54.478209] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:39:57.484529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:39:57.489309] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:39:57.493632] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:39:57.497821] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:39:57.497911] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:00.505981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:00.511944] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:00.517472] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:00.522299] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:00.522487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:03.530448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:03.534950] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:03.539752] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:03.544589] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:03.544931] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:06.553159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:06.558471] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:06.563121] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:06.569130] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:06.569439] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:09.577727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:09.583301] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:09.590442] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:09.596558] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:09.596718] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:12.604045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:12.609435] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:12.614941] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:12.619486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:12.619748] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:15.625800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:15.631241] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:15.636789] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:15.642948] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:15.643305] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:18.650595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:18.656760] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:18.663352] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:18.668503] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:18.668595] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:21.674326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:21.679272] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:21.684525] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:21.688939] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:21.689067] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:24.693987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:24.699205] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:24.703803] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:24.708486] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:24.708588] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:27.714750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:27.723011] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:27.730567] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:27.738915] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:27.739096] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:30.748221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:30.753474] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:30.758215] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:30.762446] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:30.762536] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:33.768789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:33.776214] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:33.781492] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:33.790016] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:33.790124] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:36.796024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:36.801157] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:36.807677] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:36.812160] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:36.812243] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:39.817453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:39.823514] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:39.828185] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:39.833296] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:39.833466] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:42.840465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:42.846412] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:42.851800] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:42.857284] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:42.857442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:45.864875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:45.871540] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:45.875667] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:45.879824] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:45.879912] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:48.917678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:48.954755] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:48.991324] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:48.996552] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:48.997100] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:52.005668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:52.011363] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:52.019003] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:52.024890] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:52.025113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:55.031510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:55.069092] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:55.106313] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:55.111630] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:55.111968] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:40:58.119134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:40:58.128571] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:40:58.134837] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:40:58.140671] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:40:58.141037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:01.147928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:01.154224] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:01.162533] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:01.169966] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:01.170112] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:04.176739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:04.182434] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:04.187918] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:04.194008] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:04.194349] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:07.199448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:07.203209] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:07.207974] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:07.213397] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:07.213613] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:10.219769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:10.223568] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:10.228070] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:10.231964] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:10.232411] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:13.236998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:13.241294] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:13.247474] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:13.252252] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:13.252537] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:16.257245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:16.261977] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:16.266390] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:16.271326] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:16.271423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:19.281304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:19.288424] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:19.295784] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:19.304030] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:19.304435] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:22.311558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:22.316588] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:22.321313] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:22.325211] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:22.325306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:25.334106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:25.340207] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:25.346256] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:25.353100] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:25.353333] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:28.360145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:28.365491] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:28.369485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:28.373440] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:28.373526] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:31.380196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:31.386323] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:31.391528] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:31.396167] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:31.396314] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:34.401417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:34.405453] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:34.409124] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:34.412806] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:34.412907] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:37.417440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:37.421785] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:37.425284] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:37.428820] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:37.428899] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:40.435545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:40.439869] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:40.443939] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:40.447959] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:40.448052] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:43.455376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:43.460618] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:43.465451] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:43.470085] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:43.470207] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:46.476709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:46.481207] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:46.485139] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:46.488918] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:46.489024] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:49.495702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:49.501248] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:49.505035] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:49.509873] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:49.510018] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:52.516017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:52.521768] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:52.525865] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:52.529576] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:52.529691] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:55.535815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:55.541549] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:55.551040] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:55.555740] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:55.556047] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:41:58.562624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:41:58.568059] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:41:58.572535] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:41:58.576538] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:41:58.576679] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:01.582808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:01.587763] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:01.592178] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:01.596557] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:01.596637] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:04.602115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:04.609130] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:04.614911] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:04.619876] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:04.619984] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:07.625103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:07.630217] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:07.634257] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:07.639040] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:07.639202] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:10.646081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:10.652048] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:10.656085] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:10.661212] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:10.661338] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:13.667135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:13.673049] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:13.678023] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:13.682789] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:13.682872] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:16.688960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:16.694740] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:16.700418] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:16.706143] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:16.706456] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:19.714254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:19.719588] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:19.724529] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:19.729345] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:19.729457] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:22.737772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:22.743050] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:22.747423] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:22.751750] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:22.752811] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:25.763051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:25.768998] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:25.776002] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:25.780568] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:25.780679] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:28.788684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:28.794606] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:28.800300] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:28.805134] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:28.805514] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:31.813324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:31.819356] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:31.825185] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:31.830071] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:31.830162] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:34.839392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:34.845027] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:34.849471] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:34.853611] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:34.853721] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:37.859997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:37.864877] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:37.869639] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:37.874180] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:37.874278] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:40.880775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:40.887147] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:40.891405] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:40.896189] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:40.896310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:43.904613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:43.914372] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:43.920765] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:43.926279] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:43.926468] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:46.932342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:46.936915] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:46.941579] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:46.946042] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:46.946412] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:49.956621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:49.961935] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:49.966825] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:49.970585] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:49.970696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:52.976072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:52.981244] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:52.986371] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:52.991381] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:52.991531] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:55.996756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:56.002307] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:56.038840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:56.043774] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:56.043888] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:42:59.050746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:42:59.057498] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:42:59.064593] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:42:59.069793] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:42:59.070069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:02.076064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:02.080521] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:02.085166] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:02.089449] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:02.089556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:05.101160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:05.109676] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:05.118619] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:05.127440] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:05.127829] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:08.133802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:08.138726] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:08.142671] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:08.146826] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:08.146932] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:11.153186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:11.159742] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:11.163895] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:11.168775] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:11.168933] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:14.177545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:14.182970] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:14.187254] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:14.192923] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:14.193062] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:17.201334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:17.206093] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:17.210458] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:17.214706] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:17.215112] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:20.223394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:20.228061] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:20.232773] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:20.236453] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:20.236556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:23.247403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:23.253387] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:23.259150] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:23.263285] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:23.263380] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:26.268709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:26.274897] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:26.280510] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:26.284891] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:26.285001] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:29.290017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:29.295795] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:29.300416] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:29.305361] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:29.305486] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:32.311499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:32.316349] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:32.320506] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:32.325430] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:32.325756] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:35.332973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:35.337850] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:35.341487] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:35.345874] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:35.345962] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:38.352673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:38.357872] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:38.363789] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:38.369318] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:38.369708] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:41.378130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:41.382562] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:41.387341] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:41.392336] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:41.392476] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:44.400936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:44.406456] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:44.412212] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:44.416341] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:44.416433] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:47.424622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:47.430249] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:47.435387] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:47.439315] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:47.439399] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:50.448717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:50.454131] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:50.459688] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:50.465897] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:50.466035] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:53.472878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:53.477467] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:53.481539] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:53.486385] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:53.486519] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:56.493904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:56.500105] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:56.506383] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:56.512995] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:56.513174] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:43:59.520806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:43:59.525292] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:43:59.529919] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:43:59.535034] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:43:59.535116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:02.542998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:02.548269] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:02.553485] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:02.558812] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:02.559006] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:05.566874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:05.573747] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:05.579730] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:05.583830] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:05.583927] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:08.593504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:08.600076] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:08.605894] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:08.611137] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:08.611254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:11.617544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:11.622141] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:11.626398] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:11.631502] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:11.631961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:14.638122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:14.644457] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:14.650699] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:14.657307] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:14.657453] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:17.663827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:17.669773] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:17.675781] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:17.680850] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:17.681015] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:20.687897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:20.694985] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:20.700101] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:20.707073] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:20.707206] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:23.712885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:23.722143] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:23.726899] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:23.732485] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:23.732590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:26.739128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:26.745554] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:26.751297] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:26.756256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:26.756388] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:29.763861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:29.771008] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:29.777193] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:29.782899] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:29.783031] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:32.789461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:32.793625] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:32.799217] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:32.806245] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:32.806444] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:35.812538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:35.817333] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:35.822709] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:35.827256] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:35.827347] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:38.832380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:38.837469] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:38.841840] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:38.846695] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:38.846796] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:41.853636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:41.858366] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:41.865038] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:41.870497] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:41.870683] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:44.876559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:44.882799] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:44.888682] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:44.895072] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:44.895158] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:47.901206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:47.906765] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:47.911708] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:47.915612] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:47.915717] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:50.922961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:50.932349] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:50.937850] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:50.945100] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:50.945479] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:53.955623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:53.960817] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:53.966319] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:53.970309] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:53.970383] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:44:56.977357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:44:56.982362] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:44:56.993041] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:44:56.999574] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:44:57.000800] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:45:00.007289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service. [2025-10-09T22:45:00.012305] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:45:00.017460] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:45:00.022037] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:45:00.022145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2025-10-09T22:45:03.029373] [WARN ] [tdm-status] Service 'tdm' is not running. [2025-10-09T22:45:03.036323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-09), and is a dependency of this service. [2025-10-09T22:45:03.041933] [WARN ] [sig-status] Service 'sig' is not running. [2025-10-09T22:45:03.047758] [WARN ] [sap-status] Service 'sap' is not running. [2025-10-09T22:45:03.053380] [WARN ] [exp-status] Service 'exp' is not running. [2025-10-09T22:45:03.055472] [WARN ] [STATE ] State set to: RUNNING [2025-10-09T22:45:03.055967] [INFO ] [sig ] Generating forecasts for all active symbols [2025-10-09T22:45:03.056188] [INFO ] [LOCAL ] Clearing forecasts directory: ./output/forecasts [2025-10-09T22:45:03.128627] [INFO ] [LOCAL ] Forecasts directory cleared and recreated [2025-10-09T22:45:03.129679] [INFO ] [CACHE ] Retrieved 2211 active symbols from cache [2025-10-09T22:45:03.134289] [DEBUG] [LOCAL ] No files to prune - all symbols are valid [2025-10-09T22:45:03.134376] [INFO ] [sig ] Found 2211 active symbols to forecast [2025-10-09T22:45:03.135075] [INFO ] [sig ] [1/2211] Forecasting A... [2025-10-09T22:45:03.135169] [INFO ] [sig ] Generating forecast for: A [2025-10-09T22:45:03.135249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'A' from 'https://tdm.silogroup.org/data/derivative_storage/A.csv'. [2025-10-09T22:45:03.160587] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'A'. [2025-10-09T22:45:03.161209] [INFO ] [FORECASTER] Starting predict_future for A [2025-10-09T22:45:03.208629] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:03.209509] [DEBUG] [LOCAL ] No optimal features file found for A: ./output/feature-sets/A.txt [2025-10-09T22:45:03.209592] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:03.209668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:03.209725] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:03.209792] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:03.227812] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:03.229110] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:03.229438] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:03.229494] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:03.287893] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:03.288098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:03.288163] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:03.288198] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:03.292456] [DEBUG] [FORECASTER] A: Forecast T+1@11:T+2@11: UP (p=83.43%) [2025-10-09T22:45:03.292850] [INFO ] [FORECASTER] Completed predict_future for A [2025-10-09T22:45:03.293024] [INFO ] [sig ] A: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:03.480961] [INFO ] [LOCAL ] Saved forecast: A 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/A.txt [2025-10-09T22:45:03.481269] [INFO ] [sig ] [1/2211] Completed A in 0.3s | 2.89 sym/s | Total: 0.3s | ETA: 12.8m [2025-10-09T22:45:03.481318] [INFO ] [sig ] [2/2211] Forecasting AA... [2025-10-09T22:45:03.481351] [INFO ] [sig ] Generating forecast for: AA [2025-10-09T22:45:03.481385] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AA' from 'https://tdm.silogroup.org/data/derivative_storage/AA.csv'. [2025-10-09T22:45:03.494990] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AA'. [2025-10-09T22:45:03.495532] [INFO ] [FORECASTER] Starting predict_future for AA [2025-10-09T22:45:03.522402] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:03.523270] [DEBUG] [LOCAL ] No optimal features file found for AA: ./output/feature-sets/AA.txt [2025-10-09T22:45:03.523328] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:03.523388] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:03.523419] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:03.523477] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:03.541111] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:03.542141] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:03.542283] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:03.542339] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:03.587159] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:03.587358] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:03.587404] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:03.587435] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:03.591176] [DEBUG] [FORECASTER] AA: Forecast T+1@11:T+2@11: UP (p=50.26%) [2025-10-09T22:45:03.591474] [INFO ] [FORECASTER] Completed predict_future for AA [2025-10-09T22:45:03.591629] [INFO ] [sig ] AA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:03.749406] [INFO ] [LOCAL ] Saved forecast: AA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AA.txt [2025-10-09T22:45:03.749714] [INFO ] [sig ] [2/2211] Completed AA in 0.3s | 3.25 sym/s | Total: 0.6s | ETA: 11.3m [2025-10-09T22:45:03.749776] [INFO ] [sig ] [3/2211] Forecasting AAP... [2025-10-09T22:45:03.749812] [INFO ] [sig ] Generating forecast for: AAP [2025-10-09T22:45:03.749845] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AAP' from 'https://tdm.silogroup.org/data/derivative_storage/AAP.csv'. [2025-10-09T22:45:03.761122] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AAP'. [2025-10-09T22:45:03.761474] [INFO ] [FORECASTER] Starting predict_future for AAP [2025-10-09T22:45:03.788603] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:03.789476] [DEBUG] [LOCAL ] No optimal features file found for AAP: ./output/feature-sets/AAP.txt [2025-10-09T22:45:03.789554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:03.789619] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:03.789690] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:03.789766] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:03.807880] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:03.808605] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:03.808851] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:03.808907] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:03.853720] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:03.853908] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:03.853950] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:03.853979] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:03.857955] [DEBUG] [FORECASTER] AAP: Forecast T+1@11:T+2@11: UP (p=63.90%) [2025-10-09T22:45:03.858897] [INFO ] [FORECASTER] Completed predict_future for AAP [2025-10-09T22:45:03.859072] [INFO ] [sig ] AAP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:04.097175] [INFO ] [LOCAL ] Saved forecast: AAP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AAP.txt [2025-10-09T22:45:04.097377] [INFO ] [sig ] [3/2211] Completed AAP in 0.3s | 3.12 sym/s | Total: 1.0s | ETA: 11.8m [2025-10-09T22:45:04.097438] [INFO ] [sig ] [4/2211] Forecasting AAT... [2025-10-09T22:45:04.097472] [INFO ] [sig ] Generating forecast for: AAT [2025-10-09T22:45:04.097503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AAT' from 'https://tdm.silogroup.org/data/derivative_storage/AAT.csv'. [2025-10-09T22:45:04.111706] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'AAT'. [2025-10-09T22:45:04.112272] [INFO ] [FORECASTER] Starting predict_future for AAT [2025-10-09T22:45:04.141469] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:04.142366] [DEBUG] [LOCAL ] No optimal features file found for AAT: ./output/feature-sets/AAT.txt [2025-10-09T22:45:04.142423] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:04.142461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:04.142497] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:04.142594] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:04.162122] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:04.162774] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:04.162887] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:04.162945] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:04.226027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:04.226245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:04.226292] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:04.226324] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:04.230484] [DEBUG] [FORECASTER] AAT: Forecast T+1@11:T+2@11: DOWN (p=2.85%) [2025-10-09T22:45:04.230885] [INFO ] [FORECASTER] Completed predict_future for AAT [2025-10-09T22:45:04.231057] [INFO ] [sig ] AAT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:04.389409] [INFO ] [LOCAL ] Saved forecast: AAT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AAT.txt [2025-10-09T22:45:04.389754] [INFO ] [sig ] [4/2211] Completed AAT in 0.3s | 3.19 sym/s | Total: 1.3s | ETA: 11.5m [2025-10-09T22:45:04.389819] [INFO ] [sig ] [5/2211] Forecasting AB... [2025-10-09T22:45:04.389854] [INFO ] [sig ] Generating forecast for: AB [2025-10-09T22:45:04.389886] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AB' from 'https://tdm.silogroup.org/data/derivative_storage/AB.csv'. [2025-10-09T22:45:04.403085] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AB'. [2025-10-09T22:45:04.403586] [INFO ] [FORECASTER] Starting predict_future for AB [2025-10-09T22:45:04.431484] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:04.432373] [DEBUG] [LOCAL ] No optimal features file found for AB: ./output/feature-sets/AB.txt [2025-10-09T22:45:04.432432] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:04.432469] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:04.432498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:04.432561] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:04.452528] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:04.453465] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:04.453566] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:04.453602] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:04.503691] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:04.503924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:04.503971] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:04.504002] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:04.508014] [DEBUG] [FORECASTER] AB: Forecast T+1@11:T+2@11: UP (p=93.44%) [2025-10-09T22:45:04.508334] [INFO ] [FORECASTER] Completed predict_future for AB [2025-10-09T22:45:04.508489] [INFO ] [sig ] AB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:04.672956] [INFO ] [LOCAL ] Saved forecast: AB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AB.txt [2025-10-09T22:45:04.673248] [INFO ] [sig ] [5/2211] Completed AB in 0.3s | 3.25 sym/s | Total: 1.5s | ETA: 11.3m [2025-10-09T22:45:04.673295] [INFO ] [sig ] [6/2211] Forecasting ABBV... [2025-10-09T22:45:04.673332] [INFO ] [sig ] Generating forecast for: ABBV [2025-10-09T22:45:04.673364] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABBV' from 'https://tdm.silogroup.org/data/derivative_storage/ABBV.csv'. [2025-10-09T22:45:04.678900] [WARN ] [REMOTE ] Historical data not found for symbol 'ABBV' (404). [2025-10-09T22:45:04.679118] [FATAL] [sig ] ABBV: No historical data fetched. [2025-10-09T22:45:04.679240] [WARN ] [sig ] [6/2211] Failed ABBV after 0.0s | 3.89 sym/s | Total: 1.5s | ETA: 9.5m [2025-10-09T22:45:04.679333] [INFO ] [sig ] [7/2211] Forecasting ABCB... [2025-10-09T22:45:04.679398] [INFO ] [sig ] Generating forecast for: ABCB [2025-10-09T22:45:04.679449] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABCB' from 'https://tdm.silogroup.org/data/derivative_storage/ABCB.csv'. [2025-10-09T22:45:04.689893] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ABCB'. [2025-10-09T22:45:04.690272] [INFO ] [FORECASTER] Starting predict_future for ABCB [2025-10-09T22:45:04.720769] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:04.721584] [DEBUG] [LOCAL ] No optimal features file found for ABCB: ./output/feature-sets/ABCB.txt [2025-10-09T22:45:04.721666] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:04.721724] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:04.721757] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:04.721817] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:04.743037] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:04.743776] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:04.743862] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:04.743896] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:04.780672] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:04.780787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:04.780825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:04.780854] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:04.784156] [DEBUG] [FORECASTER] ABCB: Forecast T+1@11:T+2@11: DOWN (p=8.10%) [2025-10-09T22:45:04.784438] [INFO ] [FORECASTER] Completed predict_future for ABCB [2025-10-09T22:45:04.784585] [INFO ] [sig ] ABCB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:04.941711] [INFO ] [LOCAL ] Saved forecast: ABCB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ABCB.txt [2025-10-09T22:45:04.942198] [WARN ] [sig ] [7/2211] Failed ABCB after 0.3s | 3.87 sym/s | Total: 1.8s | ETA: 9.5m [2025-10-09T22:45:04.942281] [INFO ] [sig ] [8/2211] Forecasting ABEV... [2025-10-09T22:45:04.942323] [INFO ] [sig ] Generating forecast for: ABEV [2025-10-09T22:45:04.942357] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABEV' from 'https://tdm.silogroup.org/data/derivative_storage/ABEV.csv'. [2025-10-09T22:45:04.955666] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ABEV'. [2025-10-09T22:45:04.955998] [INFO ] [FORECASTER] Starting predict_future for ABEV [2025-10-09T22:45:04.984418] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:04.985237] [DEBUG] [LOCAL ] No optimal features file found for ABEV: ./output/feature-sets/ABEV.txt [2025-10-09T22:45:04.985293] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:04.985329] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:04.985385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:04.985450] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:05.003383] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:05.004200] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:05.004307] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:05.004361] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:05.051411] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:05.051599] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:05.051664] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:05.051720] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:05.055691] [DEBUG] [FORECASTER] ABEV: Forecast T+1@11:T+2@11: UP (p=96.73%) [2025-10-09T22:45:05.056005] [INFO ] [FORECASTER] Completed predict_future for ABEV [2025-10-09T22:45:05.056164] [INFO ] [sig ] ABEV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:05.209897] [INFO ] [LOCAL ] Saved forecast: ABEV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ABEV.txt [2025-10-09T22:45:05.210177] [WARN ] [sig ] [8/2211] Failed ABEV after 0.3s | 3.86 sym/s | Total: 2.1s | ETA: 9.5m [2025-10-09T22:45:05.210259] [INFO ] [sig ] [9/2211] Forecasting ABG... [2025-10-09T22:45:05.210299] [INFO ] [sig ] Generating forecast for: ABG [2025-10-09T22:45:05.210331] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABG' from 'https://tdm.silogroup.org/data/derivative_storage/ABG.csv'. [2025-10-09T22:45:05.223624] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ABG'. [2025-10-09T22:45:05.224115] [INFO ] [FORECASTER] Starting predict_future for ABG [2025-10-09T22:45:05.250522] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:05.251300] [DEBUG] [LOCAL ] No optimal features file found for ABG: ./output/feature-sets/ABG.txt [2025-10-09T22:45:05.251355] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:05.251390] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:05.251417] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:05.251473] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:05.269041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:05.269595] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:05.269705] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:05.269754] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:05.311368] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:05.311486] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:05.311526] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:05.311556] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:05.316094] [DEBUG] [FORECASTER] ABG: Forecast T+1@11:T+2@11: DOWN (p=0.73%) [2025-10-09T22:45:05.316448] [INFO ] [FORECASTER] Completed predict_future for ABG [2025-10-09T22:45:05.316618] [INFO ] [sig ] ABG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:05.466876] [INFO ] [LOCAL ] Saved forecast: ABG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ABG.txt [2025-10-09T22:45:05.467167] [WARN ] [sig ] [9/2211] Failed ABG after 0.3s | 3.86 sym/s | Total: 2.3s | ETA: 9.5m [2025-10-09T22:45:05.467251] [INFO ] [sig ] [10/2211] Forecasting ABM... [2025-10-09T22:45:05.467291] [INFO ] [sig ] Generating forecast for: ABM [2025-10-09T22:45:05.467322] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABM' from 'https://tdm.silogroup.org/data/derivative_storage/ABM.csv'. [2025-10-09T22:45:05.479882] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ABM'. [2025-10-09T22:45:05.480400] [INFO ] [FORECASTER] Starting predict_future for ABM [2025-10-09T22:45:05.509731] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:05.510674] [DEBUG] [LOCAL ] No optimal features file found for ABM: ./output/feature-sets/ABM.txt [2025-10-09T22:45:05.510741] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:05.510778] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:05.510806] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:05.510863] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:05.530015] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:05.531014] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:05.531113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:05.531147] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:05.589839] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:05.590056] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:05.590104] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:05.590136] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:05.594493] [DEBUG] [FORECASTER] ABM: Forecast T+1@11:T+2@11: UP (p=50.51%) [2025-10-09T22:45:05.594902] [INFO ] [FORECASTER] Completed predict_future for ABM [2025-10-09T22:45:05.595087] [INFO ] [sig ] ABM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:05.825952] [INFO ] [LOCAL ] Saved forecast: ABM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ABM.txt [2025-10-09T22:45:05.826342] [WARN ] [sig ] [10/2211] Failed ABM after 0.4s | 3.72 sym/s | Total: 2.7s | ETA: 9.9m [2025-10-09T22:45:05.826454] [INFO ] [sig ] [11/2211] Forecasting ABR... [2025-10-09T22:45:05.826514] [INFO ] [sig ] Generating forecast for: ABR [2025-10-09T22:45:05.826571] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABR' from 'https://tdm.silogroup.org/data/derivative_storage/ABR.csv'. [2025-10-09T22:45:05.841994] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ABR'. [2025-10-09T22:45:05.842599] [INFO ] [FORECASTER] Starting predict_future for ABR [2025-10-09T22:45:05.883831] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:05.885380] [DEBUG] [LOCAL ] No optimal features file found for ABR: ./output/feature-sets/ABR.txt [2025-10-09T22:45:05.885463] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:05.885579] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:05.885634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:05.885776] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:05.906823] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:05.907837] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:05.907937] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:05.907973] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:05.958423] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:05.958665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:05.958746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:05.958791] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:05.964054] [DEBUG] [FORECASTER] ABR: Forecast T+1@11:T+2@11: DOWN (p=1.52%) [2025-10-09T22:45:05.964627] [INFO ] [FORECASTER] Completed predict_future for ABR [2025-10-09T22:45:05.964891] [INFO ] [sig ] ABR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:06.200814] [INFO ] [LOCAL ] Saved forecast: ABR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ABR.txt [2025-10-09T22:45:06.201212] [WARN ] [sig ] [11/2211] Failed ABR after 0.4s | 3.59 sym/s | Total: 3.1s | ETA: 10.2m [2025-10-09T22:45:06.201308] [INFO ] [sig ] [12/2211] Forecasting ABT... [2025-10-09T22:45:06.201353] [INFO ] [sig ] Generating forecast for: ABT [2025-10-09T22:45:06.201385] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ABT' from 'https://tdm.silogroup.org/data/derivative_storage/ABT.csv'. [2025-10-09T22:45:06.222523] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ABT'. [2025-10-09T22:45:06.223364] [INFO ] [FORECASTER] Starting predict_future for ABT [2025-10-09T22:45:06.271250] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:06.272520] [DEBUG] [LOCAL ] No optimal features file found for ABT: ./output/feature-sets/ABT.txt [2025-10-09T22:45:06.272595] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:06.272670] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:06.272735] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:06.272817] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:06.299359] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:06.300636] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:06.300791] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:06.300842] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:06.368001] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:06.368237] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:06.368317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:06.368372] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:06.374392] [DEBUG] [FORECASTER] ABT: Forecast T+1@11:T+2@11: UP (p=94.85%) [2025-10-09T22:45:06.375052] [INFO ] [FORECASTER] Completed predict_future for ABT [2025-10-09T22:45:06.375297] [INFO ] [sig ] ABT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:06.613328] [INFO ] [LOCAL ] Saved forecast: ABT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ABT.txt [2025-10-09T22:45:06.613677] [WARN ] [sig ] [12/2211] Failed ABT after 0.4s | 3.45 sym/s | Total: 3.5s | ETA: 10.6m [2025-10-09T22:45:06.613789] [INFO ] [sig ] [13/2211] Forecasting ACA... [2025-10-09T22:45:06.613840] [INFO ] [sig ] Generating forecast for: ACA [2025-10-09T22:45:06.613881] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACA' from 'https://tdm.silogroup.org/data/derivative_storage/ACA.csv'. [2025-10-09T22:45:06.627478] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACA'. [2025-10-09T22:45:06.628097] [INFO ] [FORECASTER] Starting predict_future for ACA [2025-10-09T22:45:06.663554] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:06.664530] [DEBUG] [LOCAL ] No optimal features file found for ACA: ./output/feature-sets/ACA.txt [2025-10-09T22:45:06.664593] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:06.664629] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:06.664696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:06.664768] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:06.682353] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:06.683321] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:06.683416] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:06.683451] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:06.726997] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:06.727376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:06.727461] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:06.727496] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:06.731685] [DEBUG] [FORECASTER] ACA: Forecast T+1@11:T+2@11: UP (p=90.55%) [2025-10-09T22:45:06.732076] [INFO ] [FORECASTER] Completed predict_future for ACA [2025-10-09T22:45:06.732243] [INFO ] [sig ] ACA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:06.890256] [INFO ] [LOCAL ] Saved forecast: ACA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ACA.txt [2025-10-09T22:45:06.890474] [WARN ] [sig ] [13/2211] Failed ACA after 0.3s | 3.46 sym/s | Total: 3.8s | ETA: 10.6m [2025-10-09T22:45:06.890554] [INFO ] [sig ] [14/2211] Forecasting ACCO... [2025-10-09T22:45:06.890593] [INFO ] [sig ] Generating forecast for: ACCO [2025-10-09T22:45:06.890624] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACCO' from 'https://tdm.silogroup.org/data/derivative_storage/ACCO.csv'. [2025-10-09T22:45:06.895260] [WARN ] [REMOTE ] Historical data not found for symbol 'ACCO' (404). [2025-10-09T22:45:06.895522] [FATAL] [sig ] ACCO: No historical data fetched. [2025-10-09T22:45:06.895637] [WARN ] [sig ] [14/2211] Failed ACCO after 0.0s | 3.72 sym/s | Total: 3.8s | ETA: 9.8m [2025-10-09T22:45:06.895748] [INFO ] [sig ] [15/2211] Forecasting ACEL... [2025-10-09T22:45:06.895790] [INFO ] [sig ] Generating forecast for: ACEL [2025-10-09T22:45:06.895821] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACEL' from 'https://tdm.silogroup.org/data/derivative_storage/ACEL.csv'. [2025-10-09T22:45:06.905958] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACEL'. [2025-10-09T22:45:06.906271] [INFO ] [FORECASTER] Starting predict_future for ACEL [2025-10-09T22:45:06.934232] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:06.935095] [DEBUG] [LOCAL ] No optimal features file found for ACEL: ./output/feature-sets/ACEL.txt [2025-10-09T22:45:06.935152] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:06.935187] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:06.935215] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:06.935279] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:06.953023] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:06.953904] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:06.953995] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:06.954031] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:06.993829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:06.994390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:06.994438] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:06.994472] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:06.999867] [DEBUG] [FORECASTER] ACEL: Forecast T+1@11:T+2@11: UP (p=76.52%) [2025-10-09T22:45:07.000183] [INFO ] [FORECASTER] Completed predict_future for ACEL [2025-10-09T22:45:07.000333] [INFO ] [sig ] ACEL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:07.148512] [INFO ] [LOCAL ] Saved forecast: ACEL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ACEL.txt [2025-10-09T22:45:07.148794] [WARN ] [sig ] [15/2211] Failed ACEL after 0.3s | 3.74 sym/s | Total: 4.0s | ETA: 9.8m [2025-10-09T22:45:07.148880] [INFO ] [sig ] [16/2211] Forecasting ACHR... [2025-10-09T22:45:07.148920] [INFO ] [sig ] Generating forecast for: ACHR [2025-10-09T22:45:07.148952] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACHR' from 'https://tdm.silogroup.org/data/derivative_storage/ACHR.csv'. [2025-10-09T22:45:07.160595] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACHR'. [2025-10-09T22:45:07.161087] [INFO ] [FORECASTER] Starting predict_future for ACHR [2025-10-09T22:45:07.186788] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:07.187500] [DEBUG] [LOCAL ] No optimal features file found for ACHR: ./output/feature-sets/ACHR.txt [2025-10-09T22:45:07.187555] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:07.187641] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:07.187717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:07.187782] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:07.205605] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:07.206204] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:07.206288] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:07.206321] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:07.250783] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:07.250885] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:07.250922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:07.250951] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:07.254272] [DEBUG] [FORECASTER] ACHR: Forecast T+1@11:T+2@11: DOWN (p=40.17%) [2025-10-09T22:45:07.254547] [INFO ] [FORECASTER] Completed predict_future for ACHR [2025-10-09T22:45:07.254714] [INFO ] [sig ] ACHR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:07.396221] [INFO ] [LOCAL ] Saved forecast: ACHR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ACHR.txt [2025-10-09T22:45:07.396431] [WARN ] [sig ] [16/2211] Failed ACHR after 0.2s | 3.75 sym/s | Total: 4.3s | ETA: 9.7m [2025-10-09T22:45:07.396508] [INFO ] [sig ] [17/2211] Forecasting ACI... [2025-10-09T22:45:07.396548] [INFO ] [sig ] Generating forecast for: ACI [2025-10-09T22:45:07.396580] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACI' from 'https://tdm.silogroup.org/data/derivative_storage/ACI.csv'. [2025-10-09T22:45:07.407812] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACI'. [2025-10-09T22:45:07.408249] [INFO ] [FORECASTER] Starting predict_future for ACI [2025-10-09T22:45:07.433809] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:07.434506] [DEBUG] [LOCAL ] No optimal features file found for ACI: ./output/feature-sets/ACI.txt [2025-10-09T22:45:07.434560] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:07.434593] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:07.434621] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:07.434705] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:07.452137] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:07.452714] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:07.452797] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:07.452832] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:07.490244] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:07.490333] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:07.490369] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:07.490397] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:07.493622] [DEBUG] [FORECASTER] ACI: Forecast T+1@11:T+2@11: DOWN (p=5.45%) [2025-10-09T22:45:07.493922] [INFO ] [FORECASTER] Completed predict_future for ACI [2025-10-09T22:45:07.494057] [INFO ] [sig ] ACI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:07.638021] [INFO ] [LOCAL ] Saved forecast: ACI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ACI.txt [2025-10-09T22:45:07.638237] [WARN ] [sig ] [17/2211] Failed ACI after 0.2s | 3.78 sym/s | Total: 4.5s | ETA: 9.7m [2025-10-09T22:45:07.638315] [INFO ] [sig ] [18/2211] Forecasting ACM... [2025-10-09T22:45:07.638361] [INFO ] [sig ] Generating forecast for: ACM [2025-10-09T22:45:07.638399] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACM' from 'https://tdm.silogroup.org/data/derivative_storage/ACM.csv'. [2025-10-09T22:45:07.648739] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACM'. [2025-10-09T22:45:07.649037] [INFO ] [FORECASTER] Starting predict_future for ACM [2025-10-09T22:45:07.674552] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:07.675306] [DEBUG] [LOCAL ] No optimal features file found for ACM: ./output/feature-sets/ACM.txt [2025-10-09T22:45:07.675361] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:07.675394] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:07.675422] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:07.675478] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:07.693084] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:07.693633] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:07.693741] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:07.693777] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:07.722684] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:07.722787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:07.722826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:07.722856] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:07.726096] [DEBUG] [FORECASTER] ACM: Forecast T+1@11:T+2@11: UP (p=83.66%) [2025-10-09T22:45:07.726385] [INFO ] [FORECASTER] Completed predict_future for ACM [2025-10-09T22:45:07.726535] [INFO ] [sig ] ACM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:07.872227] [INFO ] [LOCAL ] Saved forecast: ACM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ACM.txt [2025-10-09T22:45:07.872479] [WARN ] [sig ] [18/2211] Failed ACM after 0.2s | 3.80 sym/s | Total: 4.7s | ETA: 9.6m [2025-10-09T22:45:07.872563] [INFO ] [sig ] [19/2211] Forecasting ACN... [2025-10-09T22:45:07.872603] [INFO ] [sig ] Generating forecast for: ACN [2025-10-09T22:45:07.872697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACN' from 'https://tdm.silogroup.org/data/derivative_storage/ACN.csv'. [2025-10-09T22:45:07.883340] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACN'. [2025-10-09T22:45:07.883628] [INFO ] [FORECASTER] Starting predict_future for ACN [2025-10-09T22:45:07.909844] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:07.910554] [DEBUG] [LOCAL ] No optimal features file found for ACN: ./output/feature-sets/ACN.txt [2025-10-09T22:45:07.910609] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:07.910664] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:07.910717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:07.910778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:07.928877] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:07.929543] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:07.929629] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:07.929704] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:07.964839] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:07.964964] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:07.965024] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:07.965057] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:07.968611] [DEBUG] [FORECASTER] ACN: Forecast T+1@11:T+2@11: DOWN (p=10.10%) [2025-10-09T22:45:07.968962] [INFO ] [FORECASTER] Completed predict_future for ACN [2025-10-09T22:45:07.969105] [INFO ] [sig ] ACN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:08.132714] [INFO ] [LOCAL ] Saved forecast: ACN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ACN.txt [2025-10-09T22:45:08.133002] [WARN ] [sig ] [19/2211] Failed ACN after 0.3s | 3.80 sym/s | Total: 5.0s | ETA: 9.6m [2025-10-09T22:45:08.133083] [INFO ] [sig ] [20/2211] Forecasting ACP... [2025-10-09T22:45:08.133123] [INFO ] [sig ] Generating forecast for: ACP [2025-10-09T22:45:08.133155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACP' from 'https://tdm.silogroup.org/data/derivative_storage/ACP.csv'. [2025-10-09T22:45:08.138205] [WARN ] [REMOTE ] Historical data not found for symbol 'ACP' (404). [2025-10-09T22:45:08.138502] [FATAL] [sig ] ACP: No historical data fetched. [2025-10-09T22:45:08.138599] [WARN ] [sig ] [20/2211] Failed ACP after 0.0s | 4.00 sym/s | Total: 5.0s | ETA: 9.1m [2025-10-09T22:45:08.138694] [INFO ] [sig ] [21/2211] Forecasting ACR... [2025-10-09T22:45:08.138741] [INFO ] [sig ] Generating forecast for: ACR [2025-10-09T22:45:08.138773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACR' from 'https://tdm.silogroup.org/data/derivative_storage/ACR.csv'. [2025-10-09T22:45:08.149499] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACR'. [2025-10-09T22:45:08.149919] [INFO ] [FORECASTER] Starting predict_future for ACR [2025-10-09T22:45:08.176109] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:08.176947] [DEBUG] [LOCAL ] No optimal features file found for ACR: ./output/feature-sets/ACR.txt [2025-10-09T22:45:08.177003] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:08.177038] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:08.177065] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:08.177121] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:08.195047] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:08.195830] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:08.195919] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:08.195955] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:08.239120] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:08.239314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:08.239363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:08.239399] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:08.243095] [DEBUG] [FORECASTER] ACR: Forecast T+1@11:T+2@11: UP (p=92.41%) [2025-10-09T22:45:08.243407] [INFO ] [FORECASTER] Completed predict_future for ACR [2025-10-09T22:45:08.243556] [INFO ] [sig ] ACR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:08.389969] [INFO ] [LOCAL ] Saved forecast: ACR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ACR.txt [2025-10-09T22:45:08.390257] [WARN ] [sig ] [21/2211] Failed ACR after 0.3s | 4.00 sym/s | Total: 5.3s | ETA: 9.1m [2025-10-09T22:45:08.390343] [INFO ] [sig ] [22/2211] Forecasting ACRE... [2025-10-09T22:45:08.390383] [INFO ] [sig ] Generating forecast for: ACRE [2025-10-09T22:45:08.390415] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACRE' from 'https://tdm.silogroup.org/data/derivative_storage/ACRE.csv'. [2025-10-09T22:45:08.402062] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACRE'. [2025-10-09T22:45:08.402459] [INFO ] [FORECASTER] Starting predict_future for ACRE [2025-10-09T22:45:08.430070] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:08.430850] [DEBUG] [LOCAL ] No optimal features file found for ACRE: ./output/feature-sets/ACRE.txt [2025-10-09T22:45:08.430912] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:08.430946] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:08.430973] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:08.431029] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:08.449135] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:08.449762] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:08.449848] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:08.449882] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:08.490432] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:08.490540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:08.490578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:08.490607] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:08.493992] [DEBUG] [FORECASTER] ACRE: Forecast T+1@11:T+2@11: UP (p=97.19%) [2025-10-09T22:45:08.494270] [INFO ] [FORECASTER] Completed predict_future for ACRE [2025-10-09T22:45:08.494416] [INFO ] [sig ] ACRE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:08.649464] [INFO ] [LOCAL ] Saved forecast: ACRE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ACRE.txt [2025-10-09T22:45:08.649715] [WARN ] [sig ] [22/2211] Failed ACRE after 0.3s | 3.99 sym/s | Total: 5.5s | ETA: 9.1m [2025-10-09T22:45:08.649798] [INFO ] [sig ] [23/2211] Forecasting ACV... [2025-10-09T22:45:08.649838] [INFO ] [sig ] Generating forecast for: ACV [2025-10-09T22:45:08.649869] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACV' from 'https://tdm.silogroup.org/data/derivative_storage/ACV.csv'. [2025-10-09T22:45:08.660246] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACV'. [2025-10-09T22:45:08.660522] [INFO ] [FORECASTER] Starting predict_future for ACV [2025-10-09T22:45:08.686890] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:08.687632] [DEBUG] [LOCAL ] No optimal features file found for ACV: ./output/feature-sets/ACV.txt [2025-10-09T22:45:08.687746] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:08.687789] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:08.687818] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:08.687875] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:08.706166] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:08.706769] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:08.706877] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:08.706935] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:08.750412] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:08.750512] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:08.750550] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:08.750579] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:08.753961] [DEBUG] [FORECASTER] ACV: Forecast T+1@11:T+2@11: UP (p=95.45%) [2025-10-09T22:45:08.754240] [INFO ] [FORECASTER] Completed predict_future for ACV [2025-10-09T22:45:08.754391] [INFO ] [sig ] ACV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:08.912129] [INFO ] [LOCAL ] Saved forecast: ACV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ACV.txt [2025-10-09T22:45:08.912338] [WARN ] [sig ] [23/2211] Failed ACV after 0.3s | 3.98 sym/s | Total: 5.8s | ETA: 9.2m [2025-10-09T22:45:08.912417] [INFO ] [sig ] [24/2211] Forecasting ACVA... [2025-10-09T22:45:08.912456] [INFO ] [sig ] Generating forecast for: ACVA [2025-10-09T22:45:08.912486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ACVA' from 'https://tdm.silogroup.org/data/derivative_storage/ACVA.csv'. [2025-10-09T22:45:08.924022] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ACVA'. [2025-10-09T22:45:08.924398] [INFO ] [FORECASTER] Starting predict_future for ACVA [2025-10-09T22:45:08.951747] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:08.952512] [DEBUG] [LOCAL ] No optimal features file found for ACVA: ./output/feature-sets/ACVA.txt [2025-10-09T22:45:08.952568] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:08.952603] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:08.952631] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:08.952743] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:08.980584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:08.981852] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:08.981979] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:08.982031] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:09.033203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:09.033403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:09.033448] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:09.033479] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:09.037140] [DEBUG] [FORECASTER] ACVA: Forecast T+1@11:T+2@11: UP (p=69.67%) [2025-10-09T22:45:09.037446] [INFO ] [FORECASTER] Completed predict_future for ACVA [2025-10-09T22:45:09.037638] [INFO ] [sig ] ACVA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:09.181181] [INFO ] [LOCAL ] Saved forecast: ACVA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ACVA.txt [2025-10-09T22:45:09.181426] [WARN ] [sig ] [24/2211] Failed ACVA after 0.3s | 3.97 sym/s | Total: 6.0s | ETA: 9.2m [2025-10-09T22:45:09.181503] [INFO ] [sig ] [25/2211] Forecasting ADC... [2025-10-09T22:45:09.181542] [INFO ] [sig ] Generating forecast for: ADC [2025-10-09T22:45:09.181573] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADC' from 'https://tdm.silogroup.org/data/derivative_storage/ADC.csv'. [2025-10-09T22:45:09.191387] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ADC'. [2025-10-09T22:45:09.191718] [INFO ] [FORECASTER] Starting predict_future for ADC [2025-10-09T22:45:09.217069] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:09.217860] [DEBUG] [LOCAL ] No optimal features file found for ADC: ./output/feature-sets/ADC.txt [2025-10-09T22:45:09.217917] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:09.217950] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:09.217977] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:09.218033] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:09.235405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:09.235983] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:09.236065] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:09.236099] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:09.267663] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:09.267754] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:09.267811] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:09.267840] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:09.270943] [DEBUG] [FORECASTER] ADC: Forecast T+1@11:T+2@11: DOWN (p=35.78%) [2025-10-09T22:45:09.271208] [INFO ] [FORECASTER] Completed predict_future for ADC [2025-10-09T22:45:09.271338] [INFO ] [sig ] ADC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:09.413800] [INFO ] [LOCAL ] Saved forecast: ADC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ADC.txt [2025-10-09T22:45:09.414044] [WARN ] [sig ] [25/2211] Failed ADC after 0.2s | 3.98 sym/s | Total: 6.3s | ETA: 9.2m [2025-10-09T22:45:09.414118] [INFO ] [sig ] [26/2211] Forecasting ADCT... [2025-10-09T22:45:09.414158] [INFO ] [sig ] Generating forecast for: ADCT [2025-10-09T22:45:09.414189] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADCT' from 'https://tdm.silogroup.org/data/derivative_storage/ADCT.csv'. [2025-10-09T22:45:09.423948] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ADCT'. [2025-10-09T22:45:09.424241] [INFO ] [FORECASTER] Starting predict_future for ADCT [2025-10-09T22:45:09.450145] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:09.450920] [DEBUG] [LOCAL ] No optimal features file found for ADCT: ./output/feature-sets/ADCT.txt [2025-10-09T22:45:09.450976] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:09.451009] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:09.451036] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:09.451092] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:09.468997] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:09.469577] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:09.469690] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:09.469752] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:09.503551] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:09.503663] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:09.503721] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:09.503784] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:09.509629] [DEBUG] [FORECASTER] ADCT: Forecast T+1@11:T+2@11: UP (p=78.66%) [2025-10-09T22:45:09.509938] [INFO ] [FORECASTER] Completed predict_future for ADCT [2025-10-09T22:45:09.510070] [INFO ] [sig ] ADCT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:09.654677] [INFO ] [LOCAL ] Saved forecast: ADCT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ADCT.txt [2025-10-09T22:45:09.654891] [WARN ] [sig ] [26/2211] Failed ADCT after 0.2s | 3.99 sym/s | Total: 6.5s | ETA: 9.1m [2025-10-09T22:45:09.654970] [INFO ] [sig ] [27/2211] Forecasting ADM... [2025-10-09T22:45:09.655009] [INFO ] [sig ] Generating forecast for: ADM [2025-10-09T22:45:09.655041] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADM' from 'https://tdm.silogroup.org/data/derivative_storage/ADM.csv'. [2025-10-09T22:45:09.665411] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ADM'. [2025-10-09T22:45:09.665745] [INFO ] [FORECASTER] Starting predict_future for ADM [2025-10-09T22:45:09.691135] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:09.691884] [DEBUG] [LOCAL ] No optimal features file found for ADM: ./output/feature-sets/ADM.txt [2025-10-09T22:45:09.691940] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:09.691972] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:09.692000] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:09.692072] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:09.709709] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:09.710285] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:09.710366] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:09.710399] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:09.744746] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:09.744854] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:09.744893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:09.744922] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:09.748367] [DEBUG] [FORECASTER] ADM: Forecast T+1@11:T+2@11: DOWN (p=1.71%) [2025-10-09T22:45:09.748677] [INFO ] [FORECASTER] Completed predict_future for ADM [2025-10-09T22:45:09.748822] [INFO ] [sig ] ADM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:09.891311] [INFO ] [LOCAL ] Saved forecast: ADM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ADM.txt [2025-10-09T22:45:09.891539] [WARN ] [sig ] [27/2211] Failed ADM after 0.2s | 4.00 sym/s | Total: 6.8s | ETA: 9.1m [2025-10-09T22:45:09.891617] [INFO ] [sig ] [28/2211] Forecasting ADNT... [2025-10-09T22:45:09.891695] [INFO ] [sig ] Generating forecast for: ADNT [2025-10-09T22:45:09.891743] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADNT' from 'https://tdm.silogroup.org/data/derivative_storage/ADNT.csv'. [2025-10-09T22:45:09.900907] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ADNT'. [2025-10-09T22:45:09.901200] [INFO ] [FORECASTER] Starting predict_future for ADNT [2025-10-09T22:45:09.931022] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:09.931932] [DEBUG] [LOCAL ] No optimal features file found for ADNT: ./output/feature-sets/ADNT.txt [2025-10-09T22:45:09.931992] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:09.932027] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:09.932055] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:09.932113] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:09.949560] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:09.950188] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:09.950272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:09.950305] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:09.985294] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:09.985395] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:09.985431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:09.985460] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:09.988724] [DEBUG] [FORECASTER] ADNT: Forecast T+1@11:T+2@11: DOWN (p=40.01%) [2025-10-09T22:45:09.989003] [INFO ] [FORECASTER] Completed predict_future for ADNT [2025-10-09T22:45:09.989132] [INFO ] [sig ] ADNT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:10.134624] [INFO ] [LOCAL ] Saved forecast: ADNT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ADNT.txt [2025-10-09T22:45:10.135022] [WARN ] [sig ] [28/2211] Failed ADNT after 0.2s | 4.00 sym/s | Total: 7.0s | ETA: 9.1m [2025-10-09T22:45:10.135129] [INFO ] [sig ] [29/2211] Forecasting ADT... [2025-10-09T22:45:10.135183] [INFO ] [sig ] Generating forecast for: ADT [2025-10-09T22:45:10.135228] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADT' from 'https://tdm.silogroup.org/data/derivative_storage/ADT.csv'. [2025-10-09T22:45:10.147212] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ADT'. [2025-10-09T22:45:10.147614] [INFO ] [FORECASTER] Starting predict_future for ADT [2025-10-09T22:45:10.173294] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:10.174048] [DEBUG] [LOCAL ] No optimal features file found for ADT: ./output/feature-sets/ADT.txt [2025-10-09T22:45:10.174104] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:10.174139] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:10.174168] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:10.174225] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:10.192405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:10.193009] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:10.193092] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:10.193128] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:10.228900] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:10.228999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:10.229035] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:10.229064] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:10.232405] [DEBUG] [FORECASTER] ADT: Forecast T+1@11:T+2@11: DOWN (p=3.53%) [2025-10-09T22:45:10.232724] [INFO ] [FORECASTER] Completed predict_future for ADT [2025-10-09T22:45:10.232871] [INFO ] [sig ] ADT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:10.377021] [INFO ] [LOCAL ] Saved forecast: ADT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ADT.txt [2025-10-09T22:45:10.377266] [WARN ] [sig ] [29/2211] Failed ADT after 0.2s | 4.00 sym/s | Total: 7.2s | ETA: 9.1m [2025-10-09T22:45:10.377343] [INFO ] [sig ] [30/2211] Forecasting ADX... [2025-10-09T22:45:10.377382] [INFO ] [sig ] Generating forecast for: ADX [2025-10-09T22:45:10.377414] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ADX' from 'https://tdm.silogroup.org/data/derivative_storage/ADX.csv'. [2025-10-09T22:45:10.387704] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ADX'. [2025-10-09T22:45:10.388061] [INFO ] [FORECASTER] Starting predict_future for ADX [2025-10-09T22:45:10.413413] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:10.414168] [DEBUG] [LOCAL ] No optimal features file found for ADX: ./output/feature-sets/ADX.txt [2025-10-09T22:45:10.414223] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:10.414257] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:10.414284] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:10.414339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:10.431549] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:10.432162] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:10.432247] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:10.432280] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:10.463526] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:10.463611] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:10.463671] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:10.463722] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:10.466774] [DEBUG] [FORECASTER] ADX: Forecast T+1@11:T+2@11: UP (p=98.36%) [2025-10-09T22:45:10.467040] [INFO ] [FORECASTER] Completed predict_future for ADX [2025-10-09T22:45:10.467174] [INFO ] [sig ] ADX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:10.610597] [INFO ] [LOCAL ] Saved forecast: ADX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ADX.txt [2025-10-09T22:45:10.610909] [WARN ] [sig ] [30/2211] Failed ADX after 0.2s | 4.01 sym/s | Total: 7.5s | ETA: 9.1m [2025-10-09T22:45:10.610991] [INFO ] [sig ] [31/2211] Forecasting AEE... [2025-10-09T22:45:10.611032] [INFO ] [sig ] Generating forecast for: AEE [2025-10-09T22:45:10.611063] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEE' from 'https://tdm.silogroup.org/data/derivative_storage/AEE.csv'. [2025-10-09T22:45:10.616028] [WARN ] [REMOTE ] Historical data not found for symbol 'AEE' (404). [2025-10-09T22:45:10.616210] [FATAL] [sig ] AEE: No historical data fetched. [2025-10-09T22:45:10.616294] [WARN ] [sig ] [31/2211] Failed AEE after 0.0s | 4.14 sym/s | Total: 7.5s | ETA: 8.8m [2025-10-09T22:45:10.616361] [INFO ] [sig ] [32/2211] Forecasting AEFC... [2025-10-09T22:45:10.616399] [INFO ] [sig ] Generating forecast for: AEFC [2025-10-09T22:45:10.616428] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEFC' from 'https://tdm.silogroup.org/data/derivative_storage/AEFC.csv'. [2025-10-09T22:45:10.625154] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AEFC'. [2025-10-09T22:45:10.625419] [INFO ] [FORECASTER] Starting predict_future for AEFC [2025-10-09T22:45:10.650487] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:10.651241] [DEBUG] [LOCAL ] No optimal features file found for AEFC: ./output/feature-sets/AEFC.txt [2025-10-09T22:45:10.651300] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:10.651334] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:10.651362] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:10.651418] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:10.668638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:10.669212] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:10.669295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:10.669328] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:10.702622] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:10.702754] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:10.702807] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:10.702861] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:10.706354] [DEBUG] [FORECASTER] AEFC: Forecast T+1@11:T+2@11: DOWN (p=9.18%) [2025-10-09T22:45:10.706674] [INFO ] [FORECASTER] Completed predict_future for AEFC [2025-10-09T22:45:10.706839] [INFO ] [sig ] AEFC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:10.848629] [INFO ] [LOCAL ] Saved forecast: AEFC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AEFC.txt [2025-10-09T22:45:10.848879] [WARN ] [sig ] [32/2211] Failed AEFC after 0.2s | 4.15 sym/s | Total: 7.7s | ETA: 8.8m [2025-10-09T22:45:10.848956] [INFO ] [sig ] [33/2211] Forecasting AEG... [2025-10-09T22:45:10.848996] [INFO ] [sig ] Generating forecast for: AEG [2025-10-09T22:45:10.849027] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEG' from 'https://tdm.silogroup.org/data/derivative_storage/AEG.csv'. [2025-10-09T22:45:10.861186] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AEG'. [2025-10-09T22:45:10.861528] [INFO ] [FORECASTER] Starting predict_future for AEG [2025-10-09T22:45:10.886828] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:10.887537] [DEBUG] [LOCAL ] No optimal features file found for AEG: ./output/feature-sets/AEG.txt [2025-10-09T22:45:10.887612] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:10.887685] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:10.887730] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:10.887807] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:10.905539] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:10.906175] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:10.906261] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:10.906296] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:10.940280] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:10.940382] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:10.940419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:10.940448] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:10.943636] [DEBUG] [FORECASTER] AEG: Forecast T+1@11:T+2@11: UP (p=55.60%) [2025-10-09T22:45:10.943935] [INFO ] [FORECASTER] Completed predict_future for AEG [2025-10-09T22:45:10.944064] [INFO ] [sig ] AEG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:11.085587] [INFO ] [LOCAL ] Saved forecast: AEG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AEG.txt [2025-10-09T22:45:11.085801] [WARN ] [sig ] [33/2211] Failed AEG after 0.2s | 4.15 sym/s | Total: 8.0s | ETA: 8.7m [2025-10-09T22:45:11.085883] [INFO ] [sig ] [34/2211] Forecasting AEM... [2025-10-09T22:45:11.085922] [INFO ] [sig ] Generating forecast for: AEM [2025-10-09T22:45:11.085954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEM' from 'https://tdm.silogroup.org/data/derivative_storage/AEM.csv'. [2025-10-09T22:45:11.096239] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AEM'. [2025-10-09T22:45:11.096526] [INFO ] [FORECASTER] Starting predict_future for AEM [2025-10-09T22:45:11.121833] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:11.122542] [DEBUG] [LOCAL ] No optimal features file found for AEM: ./output/feature-sets/AEM.txt [2025-10-09T22:45:11.122597] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:11.122631] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:11.122697] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:11.122819] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:11.140405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:11.140987] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:11.141070] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:11.141104] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:11.173186] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:11.173264] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:11.173299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:11.173327] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:11.176378] [DEBUG] [FORECASTER] AEM: Forecast T+1@11:T+2@11: DOWN (p=23.87%) [2025-10-09T22:45:11.176637] [INFO ] [FORECASTER] Completed predict_future for AEM [2025-10-09T22:45:11.176807] [INFO ] [sig ] AEM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:11.318565] [INFO ] [LOCAL ] Saved forecast: AEM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AEM.txt [2025-10-09T22:45:11.318795] [WARN ] [sig ] [34/2211] Failed AEM after 0.2s | 4.15 sym/s | Total: 8.2s | ETA: 8.7m [2025-10-09T22:45:11.318877] [INFO ] [sig ] [35/2211] Forecasting AEO... [2025-10-09T22:45:11.318916] [INFO ] [sig ] Generating forecast for: AEO [2025-10-09T22:45:11.318947] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AEO' from 'https://tdm.silogroup.org/data/derivative_storage/AEO.csv'. [2025-10-09T22:45:11.328809] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AEO'. [2025-10-09T22:45:11.329109] [INFO ] [FORECASTER] Starting predict_future for AEO [2025-10-09T22:45:11.354404] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:11.355148] [DEBUG] [LOCAL ] No optimal features file found for AEO: ./output/feature-sets/AEO.txt [2025-10-09T22:45:11.355208] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:11.355242] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:11.355270] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:11.355326] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:11.372699] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:11.373268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:11.373352] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:11.373385] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:11.406637] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:11.406761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:11.406800] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:11.406830] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:11.410134] [DEBUG] [FORECASTER] AEO: Forecast T+1@11:T+2@11: UP (p=59.98%) [2025-10-09T22:45:11.410408] [INFO ] [FORECASTER] Completed predict_future for AEO [2025-10-09T22:45:11.410542] [INFO ] [sig ] AEO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:11.558636] [INFO ] [LOCAL ] Saved forecast: AEO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AEO.txt [2025-10-09T22:45:11.558957] [WARN ] [sig ] [35/2211] Failed AEO after 0.2s | 4.15 sym/s | Total: 8.4s | ETA: 8.7m [2025-10-09T22:45:11.559047] [INFO ] [sig ] [36/2211] Forecasting AER... [2025-10-09T22:45:11.559087] [INFO ] [sig ] Generating forecast for: AER [2025-10-09T22:45:11.559120] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AER' from 'https://tdm.silogroup.org/data/derivative_storage/AER.csv'. [2025-10-09T22:45:11.570326] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AER'. [2025-10-09T22:45:11.570719] [INFO ] [FORECASTER] Starting predict_future for AER [2025-10-09T22:45:11.598266] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:11.599079] [DEBUG] [LOCAL ] No optimal features file found for AER: ./output/feature-sets/AER.txt [2025-10-09T22:45:11.599140] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:11.599184] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:11.599220] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:11.599277] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:11.616936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:11.617476] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:11.617612] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:11.617714] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:11.652463] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:11.652563] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:11.652601] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:11.652631] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:11.655885] [DEBUG] [FORECASTER] AER: Forecast T+1@11:T+2@11: UP (p=90.03%) [2025-10-09T22:45:11.656158] [INFO ] [FORECASTER] Completed predict_future for AER [2025-10-09T22:45:11.656290] [INFO ] [sig ] AER: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:11.800547] [INFO ] [LOCAL ] Saved forecast: AER 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AER.txt [2025-10-09T22:45:11.800830] [WARN ] [sig ] [36/2211] Failed AER after 0.2s | 4.15 sym/s | Total: 8.7s | ETA: 8.7m [2025-10-09T22:45:11.800916] [INFO ] [sig ] [37/2211] Forecasting AES... [2025-10-09T22:45:11.800956] [INFO ] [sig ] Generating forecast for: AES [2025-10-09T22:45:11.800988] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AES' from 'https://tdm.silogroup.org/data/derivative_storage/AES.csv'. [2025-10-09T22:45:11.812020] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AES'. [2025-10-09T22:45:11.812313] [INFO ] [FORECASTER] Starting predict_future for AES [2025-10-09T22:45:11.839975] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:11.840678] [DEBUG] [LOCAL ] No optimal features file found for AES: ./output/feature-sets/AES.txt [2025-10-09T22:45:11.840735] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:11.840768] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:11.840795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:11.840851] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:11.858488] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:11.859058] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:11.859140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:11.859173] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:11.888320] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:11.888424] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:11.888461] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:11.888489] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:11.891708] [DEBUG] [FORECASTER] AES: Forecast T+1@11:T+2@11: DOWN (p=1.95%) [2025-10-09T22:45:11.891977] [INFO ] [FORECASTER] Completed predict_future for AES [2025-10-09T22:45:11.892131] [INFO ] [sig ] AES: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:12.043738] [INFO ] [LOCAL ] Saved forecast: AES 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AES.txt [2025-10-09T22:45:12.043953] [WARN ] [sig ] [37/2211] Failed AES after 0.2s | 4.15 sym/s | Total: 8.9s | ETA: 8.7m [2025-10-09T22:45:12.044036] [INFO ] [sig ] [38/2211] Forecasting AESI... [2025-10-09T22:45:12.044076] [INFO ] [sig ] Generating forecast for: AESI [2025-10-09T22:45:12.044107] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AESI' from 'https://tdm.silogroup.org/data/derivative_storage/AESI.csv'. [2025-10-09T22:45:12.054994] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AESI'. [2025-10-09T22:45:12.055286] [INFO ] [FORECASTER] Starting predict_future for AESI [2025-10-09T22:45:12.081808] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:12.082522] [DEBUG] [LOCAL ] No optimal features file found for AESI: ./output/feature-sets/AESI.txt [2025-10-09T22:45:12.082576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:12.082610] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:12.082638] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:12.082745] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:12.100907] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:12.101488] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:12.101576] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:12.101611] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:12.132036] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:12.132156] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:12.132196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:12.132243] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:12.135568] [DEBUG] [FORECASTER] AESI: Forecast T+1@11:T+2@11: UP (p=71.76%) [2025-10-09T22:45:12.135886] [INFO ] [FORECASTER] Completed predict_future for AESI [2025-10-09T22:45:12.136050] [INFO ] [sig ] AESI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:12.286685] [INFO ] [LOCAL ] Saved forecast: AESI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AESI.txt [2025-10-09T22:45:12.286897] [WARN ] [sig ] [38/2211] Failed AESI after 0.2s | 4.15 sym/s | Total: 9.2s | ETA: 8.7m [2025-10-09T22:45:12.286972] [INFO ] [sig ] [39/2211] Forecasting AFB... [2025-10-09T22:45:12.287012] [INFO ] [sig ] Generating forecast for: AFB [2025-10-09T22:45:12.287043] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFB' from 'https://tdm.silogroup.org/data/derivative_storage/AFB.csv'. [2025-10-09T22:45:12.297121] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AFB'. [2025-10-09T22:45:12.297396] [INFO ] [FORECASTER] Starting predict_future for AFB [2025-10-09T22:45:12.324667] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:12.325425] [DEBUG] [LOCAL ] No optimal features file found for AFB: ./output/feature-sets/AFB.txt [2025-10-09T22:45:12.325482] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:12.325516] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:12.325545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:12.325603] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:12.343843] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:12.344391] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:12.344474] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:12.344509] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:12.373495] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:12.373580] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:12.373615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:12.373667] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:12.376787] [DEBUG] [FORECASTER] AFB: Forecast T+1@11:T+2@11: UP (p=70.07%) [2025-10-09T22:45:12.377051] [INFO ] [FORECASTER] Completed predict_future for AFB [2025-10-09T22:45:12.377179] [INFO ] [sig ] AFB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:12.532350] [INFO ] [LOCAL ] Saved forecast: AFB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AFB.txt [2025-10-09T22:45:12.532663] [WARN ] [sig ] [39/2211] Failed AFB after 0.2s | 4.15 sym/s | Total: 9.4s | ETA: 8.7m [2025-10-09T22:45:12.532748] [INFO ] [sig ] [40/2211] Forecasting AFG... [2025-10-09T22:45:12.532787] [INFO ] [sig ] Generating forecast for: AFG [2025-10-09T22:45:12.532818] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFG' from 'https://tdm.silogroup.org/data/derivative_storage/AFG.csv'. [2025-10-09T22:45:12.546010] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AFG'. [2025-10-09T22:45:12.546374] [INFO ] [FORECASTER] Starting predict_future for AFG [2025-10-09T22:45:12.575715] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:12.576598] [DEBUG] [LOCAL ] No optimal features file found for AFG: ./output/feature-sets/AFG.txt [2025-10-09T22:45:12.576709] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:12.576759] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:12.576791] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:12.576848] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:12.594925] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:12.595565] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:12.595673] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:12.595729] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:12.637516] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:12.637676] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:12.637732] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:12.637764] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:12.641109] [DEBUG] [FORECASTER] AFG: Forecast T+1@11:T+2@11: UP (p=78.69%) [2025-10-09T22:45:12.641388] [INFO ] [FORECASTER] Completed predict_future for AFG [2025-10-09T22:45:12.641527] [INFO ] [sig ] AFG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:12.788607] [INFO ] [LOCAL ] Saved forecast: AFG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AFG.txt [2025-10-09T22:45:12.788854] [WARN ] [sig ] [40/2211] Failed AFG after 0.3s | 4.14 sym/s | Total: 9.7s | ETA: 8.7m [2025-10-09T22:45:12.788933] [INFO ] [sig ] [41/2211] Forecasting AFGB... [2025-10-09T22:45:12.788972] [INFO ] [sig ] Generating forecast for: AFGB [2025-10-09T22:45:12.789003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGB' from 'https://tdm.silogroup.org/data/derivative_storage/AFGB.csv'. [2025-10-09T22:45:12.798534] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'AFGB'. [2025-10-09T22:45:12.798844] [INFO ] [FORECASTER] Starting predict_future for AFGB [2025-10-09T22:45:12.825406] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:12.826268] [DEBUG] [LOCAL ] No optimal features file found for AFGB: ./output/feature-sets/AFGB.txt [2025-10-09T22:45:12.826324] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:12.826359] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:12.826386] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:12.826443] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:12.844446] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:12.845094] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:12.845182] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:12.845217] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:12.886179] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:12.886272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:12.886309] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:12.886337] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:12.889751] [DEBUG] [FORECASTER] AFGB: Forecast T+1@11:T+2@11: DOWN (p=30.33%) [2025-10-09T22:45:12.890028] [INFO ] [FORECASTER] Completed predict_future for AFGB [2025-10-09T22:45:12.890172] [INFO ] [sig ] AFGB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:13.036796] [INFO ] [LOCAL ] Saved forecast: AFGB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AFGB.txt [2025-10-09T22:45:13.036992] [WARN ] [sig ] [41/2211] Failed AFGB after 0.2s | 4.14 sym/s | Total: 9.9s | ETA: 8.7m [2025-10-09T22:45:13.037069] [INFO ] [sig ] [42/2211] Forecasting AFGC... [2025-10-09T22:45:13.037108] [INFO ] [sig ] Generating forecast for: AFGC [2025-10-09T22:45:13.037141] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGC' from 'https://tdm.silogroup.org/data/derivative_storage/AFGC.csv'. [2025-10-09T22:45:13.047184] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AFGC'. [2025-10-09T22:45:13.047445] [INFO ] [FORECASTER] Starting predict_future for AFGC [2025-10-09T22:45:13.073692] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:13.074401] [DEBUG] [LOCAL ] No optimal features file found for AFGC: ./output/feature-sets/AFGC.txt [2025-10-09T22:45:13.074461] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:13.074498] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:13.074527] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:13.074583] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:13.093522] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:13.094400] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:13.094492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:13.094527] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:13.145000] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:13.145130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:13.145168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:13.145196] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:13.148637] [DEBUG] [FORECASTER] AFGC: Forecast T+1@11:T+2@11: UP (p=83.11%) [2025-10-09T22:45:13.148938] [INFO ] [FORECASTER] Completed predict_future for AFGC [2025-10-09T22:45:13.149079] [INFO ] [sig ] AFGC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:13.306934] [INFO ] [LOCAL ] Saved forecast: AFGC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AFGC.txt [2025-10-09T22:45:13.307354] [WARN ] [sig ] [42/2211] Failed AFGC after 0.3s | 4.13 sym/s | Total: 10.2s | ETA: 8.8m [2025-10-09T22:45:13.307450] [INFO ] [sig ] [43/2211] Forecasting AFGD... [2025-10-09T22:45:13.307508] [INFO ] [sig ] Generating forecast for: AFGD [2025-10-09T22:45:13.307545] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGD' from 'https://tdm.silogroup.org/data/derivative_storage/AFGD.csv'. [2025-10-09T22:45:13.320678] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AFGD'. [2025-10-09T22:45:13.320969] [INFO ] [FORECASTER] Starting predict_future for AFGD [2025-10-09T22:45:13.347703] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:13.348494] [DEBUG] [LOCAL ] No optimal features file found for AFGD: ./output/feature-sets/AFGD.txt [2025-10-09T22:45:13.348563] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:13.348605] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:13.348639] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:13.348750] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:13.366956] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:13.367551] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:13.367698] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:13.367754] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:13.412371] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:13.412462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:13.412499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:13.412527] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:13.415758] [DEBUG] [FORECASTER] AFGD: Forecast T+1@11:T+2@11: UP (p=62.36%) [2025-10-09T22:45:13.416025] [INFO ] [FORECASTER] Completed predict_future for AFGD [2025-10-09T22:45:13.416191] [INFO ] [sig ] AFGD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:13.567927] [INFO ] [LOCAL ] Saved forecast: AFGD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AFGD.txt [2025-10-09T22:45:13.568130] [WARN ] [sig ] [43/2211] Failed AFGD after 0.3s | 4.12 sym/s | Total: 10.4s | ETA: 8.8m [2025-10-09T22:45:13.568221] [INFO ] [sig ] [44/2211] Forecasting AFGE... [2025-10-09T22:45:13.568262] [INFO ] [sig ] Generating forecast for: AFGE [2025-10-09T22:45:13.568292] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFGE' from 'https://tdm.silogroup.org/data/derivative_storage/AFGE.csv'. [2025-10-09T22:45:13.580866] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'AFGE'. [2025-10-09T22:45:13.581246] [INFO ] [FORECASTER] Starting predict_future for AFGE [2025-10-09T22:45:13.608183] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:13.609140] [DEBUG] [LOCAL ] No optimal features file found for AFGE: ./output/feature-sets/AFGE.txt [2025-10-09T22:45:13.609196] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:13.609233] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:13.609261] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:13.609318] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:13.627590] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:13.628212] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:13.628309] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:13.628346] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:13.674433] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:13.674573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:13.674620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:13.675131] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:13.679747] [DEBUG] [FORECASTER] AFGE: Forecast T+1@11:T+2@11: UP (p=89.44%) [2025-10-09T22:45:13.680008] [INFO ] [FORECASTER] Completed predict_future for AFGE [2025-10-09T22:45:13.680149] [INFO ] [sig ] AFGE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:13.826680] [INFO ] [LOCAL ] Saved forecast: AFGE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AFGE.txt [2025-10-09T22:45:13.826915] [WARN ] [sig ] [44/2211] Failed AFGE after 0.3s | 4.12 sym/s | Total: 10.7s | ETA: 8.8m [2025-10-09T22:45:13.826996] [INFO ] [sig ] [45/2211] Forecasting AFL... [2025-10-09T22:45:13.827036] [INFO ] [sig ] Generating forecast for: AFL [2025-10-09T22:45:13.827068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AFL' from 'https://tdm.silogroup.org/data/derivative_storage/AFL.csv'. [2025-10-09T22:45:13.832303] [WARN ] [REMOTE ] Historical data not found for symbol 'AFL' (404). [2025-10-09T22:45:13.832490] [FATAL] [sig ] AFL: No historical data fetched. [2025-10-09T22:45:13.832577] [WARN ] [sig ] [45/2211] Failed AFL after 0.0s | 4.21 sym/s | Total: 10.7s | ETA: 8.6m [2025-10-09T22:45:13.832670] [INFO ] [sig ] [46/2211] Forecasting AG... [2025-10-09T22:45:13.832723] [INFO ] [sig ] Generating forecast for: AG [2025-10-09T22:45:13.832757] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AG' from 'https://tdm.silogroup.org/data/derivative_storage/AG.csv'. [2025-10-09T22:45:13.841933] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AG'. [2025-10-09T22:45:13.842194] [INFO ] [FORECASTER] Starting predict_future for AG [2025-10-09T22:45:13.868358] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:13.869169] [DEBUG] [LOCAL ] No optimal features file found for AG: ./output/feature-sets/AG.txt [2025-10-09T22:45:13.869225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:13.869260] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:13.869289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:13.869366] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:13.887251] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:13.887889] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:13.887976] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:13.888011] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:13.933875] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:13.933990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:13.934027] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:13.934055] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:13.937396] [DEBUG] [FORECASTER] AG: Forecast T+1@11:T+2@11: DOWN (p=38.26%) [2025-10-09T22:45:13.937756] [INFO ] [FORECASTER] Completed predict_future for AG [2025-10-09T22:45:13.937904] [INFO ] [sig ] AG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:14.087698] [INFO ] [LOCAL ] Saved forecast: AG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AG.txt [2025-10-09T22:45:14.087921] [WARN ] [sig ] [46/2211] Failed AG after 0.3s | 4.20 sym/s | Total: 11.0s | ETA: 8.6m [2025-10-09T22:45:14.088004] [INFO ] [sig ] [47/2211] Forecasting AGCO... [2025-10-09T22:45:14.088043] [INFO ] [sig ] Generating forecast for: AGCO [2025-10-09T22:45:14.088074] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGCO' from 'https://tdm.silogroup.org/data/derivative_storage/AGCO.csv'. [2025-10-09T22:45:14.093118] [WARN ] [REMOTE ] Historical data not found for symbol 'AGCO' (404). [2025-10-09T22:45:14.093305] [FATAL] [sig ] AGCO: No historical data fetched. [2025-10-09T22:45:14.093394] [WARN ] [sig ] [47/2211] Failed AGCO after 0.0s | 4.29 sym/s | Total: 11.0s | ETA: 8.4m [2025-10-09T22:45:14.093465] [INFO ] [sig ] [48/2211] Forecasting AGD... [2025-10-09T22:45:14.093504] [INFO ] [sig ] Generating forecast for: AGD [2025-10-09T22:45:14.093535] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGD' from 'https://tdm.silogroup.org/data/derivative_storage/AGD.csv'. [2025-10-09T22:45:14.103759] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AGD'. [2025-10-09T22:45:14.104098] [INFO ] [FORECASTER] Starting predict_future for AGD [2025-10-09T22:45:14.130752] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:14.131551] [DEBUG] [LOCAL ] No optimal features file found for AGD: ./output/feature-sets/AGD.txt [2025-10-09T22:45:14.131609] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:14.131665] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:14.131720] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:14.131783] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:14.149749] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:14.150349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:14.150439] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:14.150476] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:14.194980] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:14.195174] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:14.195219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:14.195248] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:14.198979] [DEBUG] [FORECASTER] AGD: Forecast T+1@11:T+2@11: UP (p=96.96%) [2025-10-09T22:45:14.199284] [INFO ] [FORECASTER] Completed predict_future for AGD [2025-10-09T22:45:14.199442] [INFO ] [sig ] AGD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:14.347776] [INFO ] [LOCAL ] Saved forecast: AGD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AGD.txt [2025-10-09T22:45:14.348072] [WARN ] [sig ] [48/2211] Failed AGD after 0.3s | 4.28 sym/s | Total: 11.2s | ETA: 8.4m [2025-10-09T22:45:14.348159] [INFO ] [sig ] [49/2211] Forecasting AGI... [2025-10-09T22:45:14.348200] [INFO ] [sig ] Generating forecast for: AGI [2025-10-09T22:45:14.348231] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGI' from 'https://tdm.silogroup.org/data/derivative_storage/AGI.csv'. [2025-10-09T22:45:14.358979] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AGI'. [2025-10-09T22:45:14.359326] [INFO ] [FORECASTER] Starting predict_future for AGI [2025-10-09T22:45:14.384744] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:14.385552] [DEBUG] [LOCAL ] No optimal features file found for AGI: ./output/feature-sets/AGI.txt [2025-10-09T22:45:14.385609] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:14.385671] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:14.385726] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:14.385791] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:14.403402] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:14.404221] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:14.404319] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:14.404355] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:14.440389] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:14.440577] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:14.440619] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:14.440824] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:14.447625] [DEBUG] [FORECASTER] AGI: Forecast T+1@11:T+2@11: DOWN (p=30.43%) [2025-10-09T22:45:14.447968] [INFO ] [FORECASTER] Completed predict_future for AGI [2025-10-09T22:45:14.448115] [INFO ] [sig ] AGI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:14.593399] [INFO ] [LOCAL ] Saved forecast: AGI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AGI.txt [2025-10-09T22:45:14.593682] [WARN ] [sig ] [49/2211] Failed AGI after 0.2s | 4.28 sym/s | Total: 11.5s | ETA: 8.4m [2025-10-09T22:45:14.593769] [INFO ] [sig ] [50/2211] Forecasting AGL... [2025-10-09T22:45:14.593808] [INFO ] [sig ] Generating forecast for: AGL [2025-10-09T22:45:14.593840] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGL' from 'https://tdm.silogroup.org/data/derivative_storage/AGL.csv'. [2025-10-09T22:45:14.604627] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AGL'. [2025-10-09T22:45:14.605087] [INFO ] [FORECASTER] Starting predict_future for AGL [2025-10-09T22:45:14.631137] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:14.632011] [DEBUG] [LOCAL ] No optimal features file found for AGL: ./output/feature-sets/AGL.txt [2025-10-09T22:45:14.632073] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:14.632108] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:14.632136] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:14.632193] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:14.649627] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:14.650269] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:14.650358] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:14.650393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:14.689967] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:14.690127] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:14.690174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:14.690223] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:14.693527] [DEBUG] [FORECASTER] AGL: Forecast T+1@11:T+2@11: UP (p=98.97%) [2025-10-09T22:45:14.693837] [INFO ] [FORECASTER] Completed predict_future for AGL [2025-10-09T22:45:14.693983] [INFO ] [sig ] AGL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:14.838215] [INFO ] [LOCAL ] Saved forecast: AGL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AGL.txt [2025-10-09T22:45:14.838446] [WARN ] [sig ] [50/2211] Failed AGL after 0.2s | 4.27 sym/s | Total: 11.7s | ETA: 8.4m [2025-10-09T22:45:14.838533] [INFO ] [sig ] [51/2211] Forecasting AGM... [2025-10-09T22:45:14.838581] [INFO ] [sig ] Generating forecast for: AGM [2025-10-09T22:45:14.838618] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGM' from 'https://tdm.silogroup.org/data/derivative_storage/AGM.csv'. [2025-10-09T22:45:14.850252] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AGM'. [2025-10-09T22:45:14.850669] [INFO ] [FORECASTER] Starting predict_future for AGM [2025-10-09T22:45:14.876787] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:14.877470] [DEBUG] [LOCAL ] No optimal features file found for AGM: ./output/feature-sets/AGM.txt [2025-10-09T22:45:14.877524] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:14.877558] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:14.877631] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:14.877737] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:14.895450] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:14.896040] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:14.896124] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:14.896159] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:14.938286] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:14.938366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:14.938402] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:14.938430] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:14.941593] [DEBUG] [FORECASTER] AGM: Forecast T+1@11:T+2@11: DOWN (p=49.75%) [2025-10-09T22:45:14.941891] [INFO ] [FORECASTER] Completed predict_future for AGM [2025-10-09T22:45:14.942034] [INFO ] [sig ] AGM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:15.085277] [INFO ] [LOCAL ] Saved forecast: AGM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AGM.txt [2025-10-09T22:45:15.085483] [WARN ] [sig ] [51/2211] Failed AGM after 0.2s | 4.27 sym/s | Total: 12.0s | ETA: 8.4m [2025-10-09T22:45:15.085562] [INFO ] [sig ] [52/2211] Forecasting AGO... [2025-10-09T22:45:15.085601] [INFO ] [sig ] Generating forecast for: AGO [2025-10-09T22:45:15.085630] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGO' from 'https://tdm.silogroup.org/data/derivative_storage/AGO.csv'. [2025-10-09T22:45:15.095352] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AGO'. [2025-10-09T22:45:15.095637] [INFO ] [FORECASTER] Starting predict_future for AGO [2025-10-09T22:45:15.121065] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:15.121776] [DEBUG] [LOCAL ] No optimal features file found for AGO: ./output/feature-sets/AGO.txt [2025-10-09T22:45:15.121830] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:15.121863] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:15.121890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:15.121945] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:15.139251] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:15.139819] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:15.139901] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:15.139935] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:15.173315] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:15.173391] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:15.173426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:15.173454] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:15.176479] [DEBUG] [FORECASTER] AGO: Forecast T+1@11:T+2@11: UP (p=93.23%) [2025-10-09T22:45:15.176785] [INFO ] [FORECASTER] Completed predict_future for AGO [2025-10-09T22:45:15.176923] [INFO ] [sig ] AGO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:15.318481] [INFO ] [LOCAL ] Saved forecast: AGO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AGO.txt [2025-10-09T22:45:15.318730] [WARN ] [sig ] [52/2211] Failed AGO after 0.2s | 4.27 sym/s | Total: 12.2s | ETA: 8.4m [2025-10-09T22:45:15.318810] [INFO ] [sig ] [53/2211] Forecasting AGRO... [2025-10-09T22:45:15.318849] [INFO ] [sig ] Generating forecast for: AGRO [2025-10-09T22:45:15.318880] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGRO' from 'https://tdm.silogroup.org/data/derivative_storage/AGRO.csv'. [2025-10-09T22:45:15.328176] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AGRO'. [2025-10-09T22:45:15.328459] [INFO ] [FORECASTER] Starting predict_future for AGRO [2025-10-09T22:45:15.353863] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:15.354549] [DEBUG] [LOCAL ] No optimal features file found for AGRO: ./output/feature-sets/AGRO.txt [2025-10-09T22:45:15.354608] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:15.354662] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:15.354716] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:15.354776] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:15.371976] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:15.372501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:15.372581] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:15.372614] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:15.405285] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:15.405360] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:15.405394] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:15.405422] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:15.408504] [DEBUG] [FORECASTER] AGRO: Forecast T+1@11:T+2@11: UP (p=61.45%) [2025-10-09T22:45:15.408803] [INFO ] [FORECASTER] Completed predict_future for AGRO [2025-10-09T22:45:15.408940] [INFO ] [sig ] AGRO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:15.550273] [INFO ] [LOCAL ] Saved forecast: AGRO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AGRO.txt [2025-10-09T22:45:15.550469] [WARN ] [sig ] [53/2211] Failed AGRO after 0.2s | 4.27 sym/s | Total: 12.4s | ETA: 8.4m [2025-10-09T22:45:15.550543] [INFO ] [sig ] [54/2211] Forecasting AGX... [2025-10-09T22:45:15.550582] [INFO ] [sig ] Generating forecast for: AGX [2025-10-09T22:45:15.550612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AGX' from 'https://tdm.silogroup.org/data/derivative_storage/AGX.csv'. [2025-10-09T22:45:15.560124] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AGX'. [2025-10-09T22:45:15.560401] [INFO ] [FORECASTER] Starting predict_future for AGX [2025-10-09T22:45:15.585693] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:15.586362] [DEBUG] [LOCAL ] No optimal features file found for AGX: ./output/feature-sets/AGX.txt [2025-10-09T22:45:15.586416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:15.586448] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:15.586475] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:15.586531] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:15.603778] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:15.604309] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:15.604390] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:15.604424] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:15.638108] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:15.638184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:15.638219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:15.638246] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:15.641244] [DEBUG] [FORECASTER] AGX: Forecast T+1@11:T+2@11: DOWN (p=2.43%) [2025-10-09T22:45:15.641501] [INFO ] [FORECASTER] Completed predict_future for AGX [2025-10-09T22:45:15.641630] [INFO ] [sig ] AGX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:15.782553] [INFO ] [LOCAL ] Saved forecast: AGX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AGX.txt [2025-10-09T22:45:15.782760] [WARN ] [sig ] [54/2211] Failed AGX after 0.2s | 4.27 sym/s | Total: 12.6s | ETA: 8.4m [2025-10-09T22:45:15.782841] [INFO ] [sig ] [55/2211] Forecasting AHH... [2025-10-09T22:45:15.782879] [INFO ] [sig ] Generating forecast for: AHH [2025-10-09T22:45:15.782910] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AHH' from 'https://tdm.silogroup.org/data/derivative_storage/AHH.csv'. [2025-10-09T22:45:15.793289] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AHH'. [2025-10-09T22:45:15.793549] [INFO ] [FORECASTER] Starting predict_future for AHH [2025-10-09T22:45:15.818637] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:15.819334] [DEBUG] [LOCAL ] No optimal features file found for AHH: ./output/feature-sets/AHH.txt [2025-10-09T22:45:15.819388] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:15.819420] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:15.819446] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:15.819501] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:15.836556] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:15.837168] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:15.837251] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:15.837283] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:15.872502] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:15.872573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:15.872608] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:15.872635] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:15.875672] [DEBUG] [FORECASTER] AHH: Forecast T+1@11:T+2@11: UP (p=82.08%) [2025-10-09T22:45:15.875935] [INFO ] [FORECASTER] Completed predict_future for AHH [2025-10-09T22:45:15.876073] [INFO ] [sig ] AHH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:16.017970] [INFO ] [LOCAL ] Saved forecast: AHH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AHH.txt [2025-10-09T22:45:16.018145] [WARN ] [sig ] [55/2211] Failed AHH after 0.2s | 4.27 sym/s | Total: 12.9s | ETA: 8.4m [2025-10-09T22:45:16.018247] [INFO ] [sig ] [56/2211] Forecasting AHR... [2025-10-09T22:45:16.018286] [INFO ] [sig ] Generating forecast for: AHR [2025-10-09T22:45:16.018317] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AHR' from 'https://tdm.silogroup.org/data/derivative_storage/AHR.csv'. [2025-10-09T22:45:16.028428] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'AHR'. [2025-10-09T22:45:16.028713] [INFO ] [FORECASTER] Starting predict_future for AHR [2025-10-09T22:45:16.053896] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:16.054563] [DEBUG] [LOCAL ] No optimal features file found for AHR: ./output/feature-sets/AHR.txt [2025-10-09T22:45:16.054617] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:16.054679] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:16.054725] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:16.054784] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:16.071896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:16.072420] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:16.072500] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:16.072533] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:16.110835] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:16.110909] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:16.110943] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:16.110970] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:16.113994] [DEBUG] [FORECASTER] AHR: Forecast T+1@11:T+2@11: DOWN (p=31.71%) [2025-10-09T22:45:16.114249] [INFO ] [FORECASTER] Completed predict_future for AHR [2025-10-09T22:45:16.114382] [INFO ] [sig ] AHR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:16.257110] [INFO ] [LOCAL ] Saved forecast: AHR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AHR.txt [2025-10-09T22:45:16.257295] [WARN ] [sig ] [56/2211] Failed AHR after 0.2s | 4.27 sym/s | Total: 13.1s | ETA: 8.4m [2025-10-09T22:45:16.257369] [INFO ] [sig ] [57/2211] Forecasting AHT... [2025-10-09T22:45:16.257408] [INFO ] [sig ] Generating forecast for: AHT [2025-10-09T22:45:16.257439] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AHT' from 'https://tdm.silogroup.org/data/derivative_storage/AHT.csv'. [2025-10-09T22:45:16.267336] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AHT'. [2025-10-09T22:45:16.267615] [INFO ] [FORECASTER] Starting predict_future for AHT [2025-10-09T22:45:16.292878] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:16.293541] [DEBUG] [LOCAL ] No optimal features file found for AHT: ./output/feature-sets/AHT.txt [2025-10-09T22:45:16.293594] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:16.293627] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:16.293690] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:16.293760] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:16.311140] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:16.311704] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:16.311789] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:16.311822] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:16.347229] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:16.347303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:16.347338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:16.347385] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:16.350462] [DEBUG] [FORECASTER] AHT: Forecast T+1@11:T+2@11: UP (p=75.79%) [2025-10-09T22:45:16.350767] [INFO ] [FORECASTER] Completed predict_future for AHT [2025-10-09T22:45:16.350911] [INFO ] [sig ] AHT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:16.492546] [INFO ] [LOCAL ] Saved forecast: AHT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AHT.txt [2025-10-09T22:45:16.492744] [WARN ] [sig ] [57/2211] Failed AHT after 0.2s | 4.27 sym/s | Total: 13.4s | ETA: 8.4m [2025-10-09T22:45:16.492825] [INFO ] [sig ] [58/2211] Forecasting AI... [2025-10-09T22:45:16.492864] [INFO ] [sig ] Generating forecast for: AI [2025-10-09T22:45:16.492896] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AI' from 'https://tdm.silogroup.org/data/derivative_storage/AI.csv'. [2025-10-09T22:45:16.502554] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AI'. [2025-10-09T22:45:16.502840] [INFO ] [FORECASTER] Starting predict_future for AI [2025-10-09T22:45:16.528061] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:16.528760] [DEBUG] [LOCAL ] No optimal features file found for AI: ./output/feature-sets/AI.txt [2025-10-09T22:45:16.528815] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:16.528847] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:16.528873] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:16.528929] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:16.546390] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:16.546952] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:16.547035] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:16.547068] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:16.583392] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:16.583466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:16.583500] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:16.583527] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:16.586562] [DEBUG] [FORECASTER] AI: Forecast T+1@11:T+2@11: DOWN (p=37.15%) [2025-10-09T22:45:16.586851] [INFO ] [FORECASTER] Completed predict_future for AI [2025-10-09T22:45:16.586993] [INFO ] [sig ] AI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:16.729318] [INFO ] [LOCAL ] Saved forecast: AI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AI.txt [2025-10-09T22:45:16.729499] [WARN ] [sig ] [58/2211] Failed AI after 0.2s | 4.27 sym/s | Total: 13.6s | ETA: 8.4m [2025-10-09T22:45:16.729574] [INFO ] [sig ] [59/2211] Forecasting AIG... [2025-10-09T22:45:16.729617] [INFO ] [sig ] Generating forecast for: AIG [2025-10-09T22:45:16.729678] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIG' from 'https://tdm.silogroup.org/data/derivative_storage/AIG.csv'. [2025-10-09T22:45:16.740075] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AIG'. [2025-10-09T22:45:16.740336] [INFO ] [FORECASTER] Starting predict_future for AIG [2025-10-09T22:45:16.765424] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:16.766125] [DEBUG] [LOCAL ] No optimal features file found for AIG: ./output/feature-sets/AIG.txt [2025-10-09T22:45:16.766179] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:16.766211] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:16.766238] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:16.766296] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:16.783720] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:16.784332] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:16.784412] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:16.784445] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:16.820348] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:16.820421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:16.820455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:16.820482] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:16.823518] [DEBUG] [FORECASTER] AIG: Forecast T+1@11:T+2@11: DOWN (p=27.65%) [2025-10-09T22:45:16.823821] [INFO ] [FORECASTER] Completed predict_future for AIG [2025-10-09T22:45:16.823965] [INFO ] [sig ] AIG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:16.966107] [INFO ] [LOCAL ] Saved forecast: AIG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AIG.txt [2025-10-09T22:45:16.966301] [WARN ] [sig ] [59/2211] Failed AIG after 0.2s | 4.27 sym/s | Total: 13.8s | ETA: 8.4m [2025-10-09T22:45:16.966372] [INFO ] [sig ] [60/2211] Forecasting AIN... [2025-10-09T22:45:16.966411] [INFO ] [sig ] Generating forecast for: AIN [2025-10-09T22:45:16.966481] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIN' from 'https://tdm.silogroup.org/data/derivative_storage/AIN.csv'. [2025-10-09T22:45:16.976454] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AIN'. [2025-10-09T22:45:16.976795] [INFO ] [FORECASTER] Starting predict_future for AIN [2025-10-09T22:45:17.001856] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:17.002519] [DEBUG] [LOCAL ] No optimal features file found for AIN: ./output/feature-sets/AIN.txt [2025-10-09T22:45:17.002573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:17.002605] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:17.002632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:17.002727] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:17.020148] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:17.020713] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:17.020798] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:17.020831] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:17.056481] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:17.056554] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:17.056589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:17.056616] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:17.059704] [DEBUG] [FORECASTER] AIN: Forecast T+1@11:T+2@11: DOWN (p=19.33%) [2025-10-09T22:45:17.059966] [INFO ] [FORECASTER] Completed predict_future for AIN [2025-10-09T22:45:17.060100] [INFO ] [sig ] AIN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:17.201745] [INFO ] [LOCAL ] Saved forecast: AIN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AIN.txt [2025-10-09T22:45:17.201934] [WARN ] [sig ] [60/2211] Failed AIN after 0.2s | 4.27 sym/s | Total: 14.1s | ETA: 8.4m [2025-10-09T22:45:17.202008] [INFO ] [sig ] [61/2211] Forecasting AIO... [2025-10-09T22:45:17.202047] [INFO ] [sig ] Generating forecast for: AIO [2025-10-09T22:45:17.202078] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIO' from 'https://tdm.silogroup.org/data/derivative_storage/AIO.csv'. [2025-10-09T22:45:17.212660] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AIO'. [2025-10-09T22:45:17.213014] [INFO ] [FORECASTER] Starting predict_future for AIO [2025-10-09T22:45:17.238384] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:17.239110] [DEBUG] [LOCAL ] No optimal features file found for AIO: ./output/feature-sets/AIO.txt [2025-10-09T22:45:17.239166] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:17.239200] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:17.239228] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:17.239284] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:17.256396] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:17.256969] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:17.257053] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:17.257088] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:17.292681] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:17.292767] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:17.292804] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:17.292832] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:17.295869] [DEBUG] [FORECASTER] AIO: Forecast T+1@11:T+2@11: UP (p=75.51%) [2025-10-09T22:45:17.296128] [INFO ] [FORECASTER] Completed predict_future for AIO [2025-10-09T22:45:17.296262] [INFO ] [sig ] AIO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:17.437592] [INFO ] [LOCAL ] Saved forecast: AIO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AIO.txt [2025-10-09T22:45:17.437844] [WARN ] [sig ] [61/2211] Failed AIO after 0.2s | 4.26 sym/s | Total: 14.3s | ETA: 8.4m [2025-10-09T22:45:17.437926] [INFO ] [sig ] [62/2211] Forecasting AIR... [2025-10-09T22:45:17.437964] [INFO ] [sig ] Generating forecast for: AIR [2025-10-09T22:45:17.437995] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIR' from 'https://tdm.silogroup.org/data/derivative_storage/AIR.csv'. [2025-10-09T22:45:17.442176] [WARN ] [REMOTE ] Historical data not found for symbol 'AIR' (404). [2025-10-09T22:45:17.442355] [FATAL] [sig ] AIR: No historical data fetched. [2025-10-09T22:45:17.442438] [WARN ] [sig ] [62/2211] Failed AIR after 0.0s | 4.33 sym/s | Total: 14.3s | ETA: 8.3m [2025-10-09T22:45:17.442504] [INFO ] [sig ] [63/2211] Forecasting AIT... [2025-10-09T22:45:17.442542] [INFO ] [sig ] Generating forecast for: AIT [2025-10-09T22:45:17.442571] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIT' from 'https://tdm.silogroup.org/data/derivative_storage/AIT.csv'. [2025-10-09T22:45:17.452063] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AIT'. [2025-10-09T22:45:17.452309] [INFO ] [FORECASTER] Starting predict_future for AIT [2025-10-09T22:45:17.477428] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:17.478161] [DEBUG] [LOCAL ] No optimal features file found for AIT: ./output/feature-sets/AIT.txt [2025-10-09T22:45:17.478216] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:17.478249] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:17.478275] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:17.478330] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:17.495627] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:17.496195] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:17.496276] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:17.496310] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:17.535899] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:17.535986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:17.536024] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:17.536068] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:17.539176] [DEBUG] [FORECASTER] AIT: Forecast T+1@11:T+2@11: UP (p=88.19%) [2025-10-09T22:45:17.539443] [INFO ] [FORECASTER] Completed predict_future for AIT [2025-10-09T22:45:17.539578] [INFO ] [sig ] AIT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:17.680969] [INFO ] [LOCAL ] Saved forecast: AIT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AIT.txt [2025-10-09T22:45:17.681180] [WARN ] [sig ] [63/2211] Failed AIT after 0.2s | 4.33 sym/s | Total: 14.5s | ETA: 8.3m [2025-10-09T22:45:17.681257] [INFO ] [sig ] [64/2211] Forecasting AIV... [2025-10-09T22:45:17.681296] [INFO ] [sig ] Generating forecast for: AIV [2025-10-09T22:45:17.681326] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIV' from 'https://tdm.silogroup.org/data/derivative_storage/AIV.csv'. [2025-10-09T22:45:17.691301] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AIV'. [2025-10-09T22:45:17.691585] [INFO ] [FORECASTER] Starting predict_future for AIV [2025-10-09T22:45:17.716813] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:17.717539] [DEBUG] [LOCAL ] No optimal features file found for AIV: ./output/feature-sets/AIV.txt [2025-10-09T22:45:17.717663] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:17.717720] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:17.717751] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:17.717808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:17.735266] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:17.735844] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:17.735927] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:17.735960] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:17.775095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:17.775195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:17.775238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:17.775266] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:17.778822] [DEBUG] [FORECASTER] AIV: Forecast T+1@11:T+2@11: UP (p=94.30%) [2025-10-09T22:45:17.779162] [INFO ] [FORECASTER] Completed predict_future for AIV [2025-10-09T22:45:17.779302] [INFO ] [sig ] AIV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:17.921836] [INFO ] [LOCAL ] Saved forecast: AIV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AIV.txt [2025-10-09T22:45:17.922021] [WARN ] [sig ] [64/2211] Failed AIV after 0.2s | 4.33 sym/s | Total: 14.8s | ETA: 8.3m [2025-10-09T22:45:17.922097] [INFO ] [sig ] [65/2211] Forecasting AIZ... [2025-10-09T22:45:17.922136] [INFO ] [sig ] Generating forecast for: AIZ [2025-10-09T22:45:17.922167] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIZ' from 'https://tdm.silogroup.org/data/derivative_storage/AIZ.csv'. [2025-10-09T22:45:17.932330] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AIZ'. [2025-10-09T22:45:17.932592] [INFO ] [FORECASTER] Starting predict_future for AIZ [2025-10-09T22:45:17.958082] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:17.958795] [DEBUG] [LOCAL ] No optimal features file found for AIZ: ./output/feature-sets/AIZ.txt [2025-10-09T22:45:17.958850] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:17.958882] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:17.958909] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:17.958965] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:17.976177] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:17.976956] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:17.977040] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:17.977073] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:18.010822] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:18.010900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:18.010934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:18.010962] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:18.013998] [DEBUG] [FORECASTER] AIZ: Forecast T+1@11:T+2@11: UP (p=91.37%) [2025-10-09T22:45:18.014255] [INFO ] [FORECASTER] Completed predict_future for AIZ [2025-10-09T22:45:18.014389] [INFO ] [sig ] AIZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:18.160433] [INFO ] [LOCAL ] Saved forecast: AIZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AIZ.txt [2025-10-09T22:45:18.160723] [WARN ] [sig ] [65/2211] Failed AIZ after 0.2s | 4.33 sym/s | Total: 15.0s | ETA: 8.3m [2025-10-09T22:45:18.160808] [INFO ] [sig ] [66/2211] Forecasting AIZN... [2025-10-09T22:45:18.160848] [INFO ] [sig ] Generating forecast for: AIZN [2025-10-09T22:45:18.160879] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AIZN' from 'https://tdm.silogroup.org/data/derivative_storage/AIZN.csv'. [2025-10-09T22:45:18.170724] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AIZN'. [2025-10-09T22:45:18.170973] [INFO ] [FORECASTER] Starting predict_future for AIZN [2025-10-09T22:45:18.196310] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:18.197043] [DEBUG] [LOCAL ] No optimal features file found for AIZN: ./output/feature-sets/AIZN.txt [2025-10-09T22:45:18.197098] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:18.197131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:18.197159] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:18.197215] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:18.214896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:18.215429] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:18.215509] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:18.215542] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:18.274065] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:18.274140] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:18.274175] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:18.274202] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:18.278213] [DEBUG] [FORECASTER] AIZN: Forecast T+1@11:T+2@11: UP (p=53.36%) [2025-10-09T22:45:18.278476] [INFO ] [FORECASTER] Completed predict_future for AIZN [2025-10-09T22:45:18.278617] [INFO ] [sig ] AIZN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:18.424092] [INFO ] [LOCAL ] Saved forecast: AIZN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AIZN.txt [2025-10-09T22:45:18.424285] [WARN ] [sig ] [66/2211] Failed AIZN after 0.3s | 4.32 sym/s | Total: 15.3s | ETA: 8.3m [2025-10-09T22:45:18.424361] [INFO ] [sig ] [67/2211] Forecasting AJG... [2025-10-09T22:45:18.424400] [INFO ] [sig ] Generating forecast for: AJG [2025-10-09T22:45:18.424432] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AJG' from 'https://tdm.silogroup.org/data/derivative_storage/AJG.csv'. [2025-10-09T22:45:18.434263] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AJG'. [2025-10-09T22:45:18.434520] [INFO ] [FORECASTER] Starting predict_future for AJG [2025-10-09T22:45:18.459549] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:18.460268] [DEBUG] [LOCAL ] No optimal features file found for AJG: ./output/feature-sets/AJG.txt [2025-10-09T22:45:18.460322] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:18.460355] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:18.460383] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:18.460440] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:18.478114] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:18.478666] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:18.478751] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:18.478785] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:18.513304] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:18.513392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:18.513426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:18.513910] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:18.517119] [DEBUG] [FORECASTER] AJG: Forecast T+1@11:T+2@11: DOWN (p=31.76%) [2025-10-09T22:45:18.517382] [INFO ] [FORECASTER] Completed predict_future for AJG [2025-10-09T22:45:18.517512] [INFO ] [sig ] AJG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:18.660867] [INFO ] [LOCAL ] Saved forecast: AJG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AJG.txt [2025-10-09T22:45:18.661061] [WARN ] [sig ] [67/2211] Failed AJG after 0.2s | 4.32 sym/s | Total: 15.5s | ETA: 8.3m [2025-10-09T22:45:18.661137] [INFO ] [sig ] [68/2211] Forecasting AKR... [2025-10-09T22:45:18.661174] [INFO ] [sig ] Generating forecast for: AKR [2025-10-09T22:45:18.661205] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AKR' from 'https://tdm.silogroup.org/data/derivative_storage/AKR.csv'. [2025-10-09T22:45:18.671176] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AKR'. [2025-10-09T22:45:18.671434] [INFO ] [FORECASTER] Starting predict_future for AKR [2025-10-09T22:45:18.696501] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:18.697237] [DEBUG] [LOCAL ] No optimal features file found for AKR: ./output/feature-sets/AKR.txt [2025-10-09T22:45:18.697297] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:18.697331] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:18.697359] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:18.697416] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:18.714917] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:18.715447] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:18.715528] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:18.715561] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:18.751946] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:18.752029] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:18.752065] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:18.752093] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:18.755150] [DEBUG] [FORECASTER] AKR: Forecast T+1@11:T+2@11: UP (p=63.48%) [2025-10-09T22:45:18.755411] [INFO ] [FORECASTER] Completed predict_future for AKR [2025-10-09T22:45:18.755540] [INFO ] [sig ] AKR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:18.897665] [INFO ] [LOCAL ] Saved forecast: AKR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AKR.txt [2025-10-09T22:45:18.897853] [WARN ] [sig ] [68/2211] Failed AKR after 0.2s | 4.31 sym/s | Total: 15.8s | ETA: 8.3m [2025-10-09T22:45:18.897929] [INFO ] [sig ] [69/2211] Forecasting AL... [2025-10-09T22:45:18.897981] [INFO ] [sig ] Generating forecast for: AL [2025-10-09T22:45:18.898014] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AL' from 'https://tdm.silogroup.org/data/derivative_storage/AL.csv'. [2025-10-09T22:45:18.908106] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AL'. [2025-10-09T22:45:18.908369] [INFO ] [FORECASTER] Starting predict_future for AL [2025-10-09T22:45:18.933558] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:18.934285] [DEBUG] [LOCAL ] No optimal features file found for AL: ./output/feature-sets/AL.txt [2025-10-09T22:45:18.934344] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:18.934377] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:18.934404] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:18.934460] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:18.951619] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:18.952180] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:18.952259] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:18.952292] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:18.988271] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:18.988347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:18.988382] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:18.988411] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:18.991571] [DEBUG] [FORECASTER] AL: Forecast T+1@11:T+2@11: UP (p=88.50%) [2025-10-09T22:45:18.991860] [INFO ] [FORECASTER] Completed predict_future for AL [2025-10-09T22:45:18.991995] [INFO ] [sig ] AL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:19.134857] [INFO ] [LOCAL ] Saved forecast: AL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AL.txt [2025-10-09T22:45:19.135130] [WARN ] [sig ] [69/2211] Failed AL after 0.2s | 4.31 sym/s | Total: 16.0s | ETA: 8.3m [2025-10-09T22:45:19.135215] [INFO ] [sig ] [70/2211] Forecasting ALB... [2025-10-09T22:45:19.135255] [INFO ] [sig ] Generating forecast for: ALB [2025-10-09T22:45:19.135288] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALB' from 'https://tdm.silogroup.org/data/derivative_storage/ALB.csv'. [2025-10-09T22:45:19.145954] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALB'. [2025-10-09T22:45:19.146429] [INFO ] [FORECASTER] Starting predict_future for ALB [2025-10-09T22:45:19.172565] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:19.173422] [DEBUG] [LOCAL ] No optimal features file found for ALB: ./output/feature-sets/ALB.txt [2025-10-09T22:45:19.173479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:19.173512] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:19.173539] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:19.173596] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:19.191157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:19.192062] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:19.192156] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:19.192191] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:19.228706] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:19.228798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:19.228833] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:19.228861] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:19.231929] [DEBUG] [FORECASTER] ALB: Forecast T+1@11:T+2@11: DOWN (p=26.36%) [2025-10-09T22:45:19.232214] [INFO ] [FORECASTER] Completed predict_future for ALB [2025-10-09T22:45:19.232343] [INFO ] [sig ] ALB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:19.374667] [INFO ] [LOCAL ] Saved forecast: ALB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALB.txt [2025-10-09T22:45:19.374856] [WARN ] [sig ] [70/2211] Failed ALB after 0.2s | 4.31 sym/s | Total: 16.2s | ETA: 8.3m [2025-10-09T22:45:19.374931] [INFO ] [sig ] [71/2211] Forecasting ALC... [2025-10-09T22:45:19.374971] [INFO ] [sig ] Generating forecast for: ALC [2025-10-09T22:45:19.375002] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALC' from 'https://tdm.silogroup.org/data/derivative_storage/ALC.csv'. [2025-10-09T22:45:19.385145] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALC'. [2025-10-09T22:45:19.385435] [INFO ] [FORECASTER] Starting predict_future for ALC [2025-10-09T22:45:19.410793] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:19.411496] [DEBUG] [LOCAL ] No optimal features file found for ALC: ./output/feature-sets/ALC.txt [2025-10-09T22:45:19.411555] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:19.411589] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:19.411617] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:19.411698] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:19.428958] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:19.429485] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:19.429565] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:19.429599] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:19.464847] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:19.464926] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:19.464961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:19.464988] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:19.468053] [DEBUG] [FORECASTER] ALC: Forecast T+1@11:T+2@11: UP (p=68.50%) [2025-10-09T22:45:19.468315] [INFO ] [FORECASTER] Completed predict_future for ALC [2025-10-09T22:45:19.468443] [INFO ] [sig ] ALC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:19.611026] [INFO ] [LOCAL ] Saved forecast: ALC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ALC.txt [2025-10-09T22:45:19.611200] [WARN ] [sig ] [71/2211] Failed ALC after 0.2s | 4.31 sym/s | Total: 16.5s | ETA: 8.3m [2025-10-09T22:45:19.611276] [INFO ] [sig ] [72/2211] Forecasting ALE... [2025-10-09T22:45:19.611316] [INFO ] [sig ] Generating forecast for: ALE [2025-10-09T22:45:19.611346] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALE' from 'https://tdm.silogroup.org/data/derivative_storage/ALE.csv'. [2025-10-09T22:45:19.622252] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALE'. [2025-10-09T22:45:19.622692] [INFO ] [FORECASTER] Starting predict_future for ALE [2025-10-09T22:45:19.648361] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:19.649152] [DEBUG] [LOCAL ] No optimal features file found for ALE: ./output/feature-sets/ALE.txt [2025-10-09T22:45:19.649208] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:19.649241] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:19.649268] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:19.649326] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:19.666892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:19.667680] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:19.667797] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:19.667833] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:19.701848] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:19.702045] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:19.702089] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:19.702119] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:19.705750] [DEBUG] [FORECASTER] ALE: Forecast T+1@11:T+2@11: DOWN (p=20.02%) [2025-10-09T22:45:19.706057] [INFO ] [FORECASTER] Completed predict_future for ALE [2025-10-09T22:45:19.706195] [INFO ] [sig ] ALE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:19.853762] [INFO ] [LOCAL ] Saved forecast: ALE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALE.txt [2025-10-09T22:45:19.854049] [WARN ] [sig ] [72/2211] Failed ALE after 0.2s | 4.31 sym/s | Total: 16.7s | ETA: 8.3m [2025-10-09T22:45:19.854134] [INFO ] [sig ] [73/2211] Forecasting ALEX... [2025-10-09T22:45:19.854174] [INFO ] [sig ] Generating forecast for: ALEX [2025-10-09T22:45:19.854205] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALEX' from 'https://tdm.silogroup.org/data/derivative_storage/ALEX.csv'. [2025-10-09T22:45:19.864500] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALEX'. [2025-10-09T22:45:19.864857] [INFO ] [FORECASTER] Starting predict_future for ALEX [2025-10-09T22:45:19.890416] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:19.891286] [DEBUG] [LOCAL ] No optimal features file found for ALEX: ./output/feature-sets/ALEX.txt [2025-10-09T22:45:19.891347] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:19.891382] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:19.891409] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:19.891465] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:19.908968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:19.909611] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:19.909721] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:19.909766] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:19.949637] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:19.949831] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:19.949875] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:19.949904] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:19.953482] [DEBUG] [FORECASTER] ALEX: Forecast T+1@11:T+2@11: UP (p=63.87%) [2025-10-09T22:45:19.953819] [INFO ] [FORECASTER] Completed predict_future for ALEX [2025-10-09T22:45:19.953960] [INFO ] [sig ] ALEX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:20.098588] [INFO ] [LOCAL ] Saved forecast: ALEX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ALEX.txt [2025-10-09T22:45:20.098851] [WARN ] [sig ] [73/2211] Failed ALEX after 0.2s | 4.30 sym/s | Total: 17.0s | ETA: 8.3m [2025-10-09T22:45:20.098928] [INFO ] [sig ] [74/2211] Forecasting ALG... [2025-10-09T22:45:20.098968] [INFO ] [sig ] Generating forecast for: ALG [2025-10-09T22:45:20.098998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALG' from 'https://tdm.silogroup.org/data/derivative_storage/ALG.csv'. [2025-10-09T22:45:20.110832] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALG'. [2025-10-09T22:45:20.111312] [INFO ] [FORECASTER] Starting predict_future for ALG [2025-10-09T22:45:20.139415] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:20.140292] [DEBUG] [LOCAL ] No optimal features file found for ALG: ./output/feature-sets/ALG.txt [2025-10-09T22:45:20.140379] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:20.140415] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:20.140445] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:20.140506] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:20.157947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:20.158540] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:20.158635] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:20.158762] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:20.199186] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:20.199382] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:20.199426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:20.199456] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:20.204834] [DEBUG] [FORECASTER] ALG: Forecast T+1@11:T+2@11: DOWN (p=7.97%) [2025-10-09T22:45:20.205442] [INFO ] [FORECASTER] Completed predict_future for ALG [2025-10-09T22:45:20.205681] [INFO ] [sig ] ALG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:20.367037] [INFO ] [LOCAL ] Saved forecast: ALG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALG.txt [2025-10-09T22:45:20.367397] [WARN ] [sig ] [74/2211] Failed ALG after 0.3s | 4.29 sym/s | Total: 17.2s | ETA: 8.3m [2025-10-09T22:45:20.367485] [INFO ] [sig ] [75/2211] Forecasting ALIT... [2025-10-09T22:45:20.367525] [INFO ] [sig ] Generating forecast for: ALIT [2025-10-09T22:45:20.367558] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALIT' from 'https://tdm.silogroup.org/data/derivative_storage/ALIT.csv'. [2025-10-09T22:45:20.377949] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALIT'. [2025-10-09T22:45:20.378340] [INFO ] [FORECASTER] Starting predict_future for ALIT [2025-10-09T22:45:20.404096] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:20.404956] [DEBUG] [LOCAL ] No optimal features file found for ALIT: ./output/feature-sets/ALIT.txt [2025-10-09T22:45:20.405013] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:20.405048] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:20.405076] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:20.405133] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:20.422525] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:20.423463] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:20.423561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:20.423595] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:20.461894] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:20.462124] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:20.462171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:20.462200] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:20.466014] [DEBUG] [FORECASTER] ALIT: Forecast T+1@11:T+2@11: UP (p=88.58%) [2025-10-09T22:45:20.466316] [INFO ] [FORECASTER] Completed predict_future for ALIT [2025-10-09T22:45:20.466468] [INFO ] [sig ] ALIT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:20.613217] [INFO ] [LOCAL ] Saved forecast: ALIT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ALIT.txt [2025-10-09T22:45:20.613504] [WARN ] [sig ] [75/2211] Failed ALIT after 0.2s | 4.29 sym/s | Total: 17.5s | ETA: 8.3m [2025-10-09T22:45:20.613585] [INFO ] [sig ] [76/2211] Forecasting ALK... [2025-10-09T22:45:20.613625] [INFO ] [sig ] Generating forecast for: ALK [2025-10-09T22:45:20.613702] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALK' from 'https://tdm.silogroup.org/data/derivative_storage/ALK.csv'. [2025-10-09T22:45:20.623477] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALK'. [2025-10-09T22:45:20.623778] [INFO ] [FORECASTER] Starting predict_future for ALK [2025-10-09T22:45:20.649182] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:20.649911] [DEBUG] [LOCAL ] No optimal features file found for ALK: ./output/feature-sets/ALK.txt [2025-10-09T22:45:20.649966] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:20.650000] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:20.650027] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:20.650083] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:20.667218] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:20.667826] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:20.667909] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:20.667943] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:20.705199] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:20.705291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:20.705327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:20.705354] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:20.708551] [DEBUG] [FORECASTER] ALK: Forecast T+1@11:T+2@11: DOWN (p=19.42%) [2025-10-09T22:45:20.708855] [INFO ] [FORECASTER] Completed predict_future for ALK [2025-10-09T22:45:20.708999] [INFO ] [sig ] ALK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:20.852553] [INFO ] [LOCAL ] Saved forecast: ALK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALK.txt [2025-10-09T22:45:20.852846] [WARN ] [sig ] [76/2211] Failed ALK after 0.2s | 4.29 sym/s | Total: 17.7s | ETA: 8.3m [2025-10-09T22:45:20.852936] [INFO ] [sig ] [77/2211] Forecasting ALL... [2025-10-09T22:45:20.852976] [INFO ] [sig ] Generating forecast for: ALL [2025-10-09T22:45:20.853008] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALL' from 'https://tdm.silogroup.org/data/derivative_storage/ALL.csv'. [2025-10-09T22:45:20.863558] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALL'. [2025-10-09T22:45:20.863974] [INFO ] [FORECASTER] Starting predict_future for ALL [2025-10-09T22:45:20.895837] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:20.896777] [DEBUG] [LOCAL ] No optimal features file found for ALL: ./output/feature-sets/ALL.txt [2025-10-09T22:45:20.896839] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:20.896874] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:20.896903] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:20.896962] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:20.915043] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:20.915628] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:20.915738] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:20.915778] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:20.953581] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:20.953747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:20.953797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:20.953826] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:20.957213] [DEBUG] [FORECASTER] ALL: Forecast T+1@11:T+2@11: DOWN (p=44.86%) [2025-10-09T22:45:20.957530] [INFO ] [FORECASTER] Completed predict_future for ALL [2025-10-09T22:45:20.957732] [INFO ] [sig ] ALL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:21.109539] [INFO ] [LOCAL ] Saved forecast: ALL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALL.txt [2025-10-09T22:45:21.109858] [WARN ] [sig ] [77/2211] Failed ALL after 0.3s | 4.28 sym/s | Total: 18.0s | ETA: 8.3m [2025-10-09T22:45:21.109926] [INFO ] [sig ] [78/2211] Forecasting ALLE... [2025-10-09T22:45:21.109974] [INFO ] [sig ] Generating forecast for: ALLE [2025-10-09T22:45:21.110030] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALLE' from 'https://tdm.silogroup.org/data/derivative_storage/ALLE.csv'. [2025-10-09T22:45:21.114803] [WARN ] [REMOTE ] Historical data not found for symbol 'ALLE' (404). [2025-10-09T22:45:21.114981] [FATAL] [sig ] ALLE: No historical data fetched. [2025-10-09T22:45:21.115065] [WARN ] [sig ] [78/2211] Failed ALLE after 0.0s | 4.34 sym/s | Total: 18.0s | ETA: 8.2m [2025-10-09T22:45:21.115132] [INFO ] [sig ] [79/2211] Forecasting ALLY... [2025-10-09T22:45:21.115171] [INFO ] [sig ] Generating forecast for: ALLY [2025-10-09T22:45:21.115202] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALLY' from 'https://tdm.silogroup.org/data/derivative_storage/ALLY.csv'. [2025-10-09T22:45:21.124396] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALLY'. [2025-10-09T22:45:21.124697] [INFO ] [FORECASTER] Starting predict_future for ALLY [2025-10-09T22:45:21.150820] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:21.151677] [DEBUG] [LOCAL ] No optimal features file found for ALLY: ./output/feature-sets/ALLY.txt [2025-10-09T22:45:21.151744] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:21.151780] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:21.151810] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:21.151868] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:21.173976] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:21.174540] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:21.174624] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:21.174701] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:21.210862] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:21.210953] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:21.210990] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:21.211018] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:21.214159] [DEBUG] [FORECASTER] ALLY: Forecast T+1@11:T+2@11: UP (p=89.53%) [2025-10-09T22:45:21.214426] [INFO ] [FORECASTER] Completed predict_future for ALLY [2025-10-09T22:45:21.214559] [INFO ] [sig ] ALLY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:21.368520] [INFO ] [LOCAL ] Saved forecast: ALLY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ALLY.txt [2025-10-09T22:45:21.368798] [WARN ] [sig ] [79/2211] Failed ALLY after 0.3s | 4.33 sym/s | Total: 18.2s | ETA: 8.2m [2025-10-09T22:45:21.368886] [INFO ] [sig ] [80/2211] Forecasting ALSN... [2025-10-09T22:45:21.368927] [INFO ] [sig ] Generating forecast for: ALSN [2025-10-09T22:45:21.368960] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALSN' from 'https://tdm.silogroup.org/data/derivative_storage/ALSN.csv'. [2025-10-09T22:45:21.379069] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALSN'. [2025-10-09T22:45:21.379351] [INFO ] [FORECASTER] Starting predict_future for ALSN [2025-10-09T22:45:21.410797] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:21.411989] [DEBUG] [LOCAL ] No optimal features file found for ALSN: ./output/feature-sets/ALSN.txt [2025-10-09T22:45:21.412096] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:21.412158] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:21.412195] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:21.412263] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:21.430948] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:21.431584] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:21.431698] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:21.431752] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:21.468343] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:21.468534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:21.468580] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:21.468609] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:21.472386] [DEBUG] [FORECASTER] ALSN: Forecast T+1@11:T+2@11: DOWN (p=10.14%) [2025-10-09T22:45:21.472725] [INFO ] [FORECASTER] Completed predict_future for ALSN [2025-10-09T22:45:21.472885] [INFO ] [sig ] ALSN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:21.634390] [INFO ] [LOCAL ] Saved forecast: ALSN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALSN.txt [2025-10-09T22:45:21.634688] [WARN ] [sig ] [80/2211] Failed ALSN after 0.3s | 4.32 sym/s | Total: 18.5s | ETA: 8.2m [2025-10-09T22:45:21.634783] [INFO ] [sig ] [81/2211] Forecasting ALTG... [2025-10-09T22:45:21.634825] [INFO ] [sig ] Generating forecast for: ALTG [2025-10-09T22:45:21.634858] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALTG' from 'https://tdm.silogroup.org/data/derivative_storage/ALTG.csv'. [2025-10-09T22:45:21.647056] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALTG'. [2025-10-09T22:45:21.647433] [INFO ] [FORECASTER] Starting predict_future for ALTG [2025-10-09T22:45:21.676918] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:21.677912] [DEBUG] [LOCAL ] No optimal features file found for ALTG: ./output/feature-sets/ALTG.txt [2025-10-09T22:45:21.677971] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:21.678007] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:21.678034] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:21.678091] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:21.699498] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:21.700179] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:21.700270] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:21.700326] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:21.748140] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:21.748371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:21.748443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:21.748483] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:21.752897] [DEBUG] [FORECASTER] ALTG: Forecast T+1@11:T+2@11: UP (p=52.33%) [2025-10-09T22:45:21.753201] [INFO ] [FORECASTER] Completed predict_future for ALTG [2025-10-09T22:45:21.753360] [INFO ] [sig ] ALTG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:21.906399] [INFO ] [LOCAL ] Saved forecast: ALTG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ALTG.txt [2025-10-09T22:45:21.906631] [WARN ] [sig ] [81/2211] Failed ALTG after 0.3s | 4.32 sym/s | Total: 18.8s | ETA: 8.2m [2025-10-09T22:45:21.906742] [INFO ] [sig ] [82/2211] Forecasting ALUR... [2025-10-09T22:45:21.906809] [INFO ] [sig ] Generating forecast for: ALUR [2025-10-09T22:45:21.906873] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALUR' from 'https://tdm.silogroup.org/data/derivative_storage/ALUR.csv'. [2025-10-09T22:45:21.917100] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALUR'. [2025-10-09T22:45:21.917422] [INFO ] [FORECASTER] Starting predict_future for ALUR [2025-10-09T22:45:21.943234] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:21.943980] [DEBUG] [LOCAL ] No optimal features file found for ALUR: ./output/feature-sets/ALUR.txt [2025-10-09T22:45:21.944036] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:21.944069] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:21.944096] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:21.944150] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:21.961288] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:21.961880] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:21.961968] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:21.962002] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:21.997691] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:21.997797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:21.997834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:21.997863] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:22.001240] [DEBUG] [FORECASTER] ALUR: Forecast T+1@11:T+2@11: DOWN (p=14.15%) [2025-10-09T22:45:22.001514] [INFO ] [FORECASTER] Completed predict_future for ALUR [2025-10-09T22:45:22.001681] [INFO ] [sig ] ALUR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:22.143326] [INFO ] [LOCAL ] Saved forecast: ALUR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALUR.txt [2025-10-09T22:45:22.143582] [WARN ] [sig ] [82/2211] Failed ALUR after 0.2s | 4.31 sym/s | Total: 19.0s | ETA: 8.2m [2025-10-09T22:45:22.143682] [INFO ] [sig ] [83/2211] Forecasting ALV... [2025-10-09T22:45:22.143730] [INFO ] [sig ] Generating forecast for: ALV [2025-10-09T22:45:22.143764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALV' from 'https://tdm.silogroup.org/data/derivative_storage/ALV.csv'. [2025-10-09T22:45:22.158188] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALV'. [2025-10-09T22:45:22.158704] [INFO ] [FORECASTER] Starting predict_future for ALV [2025-10-09T22:45:22.187425] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:22.188370] [DEBUG] [LOCAL ] No optimal features file found for ALV: ./output/feature-sets/ALV.txt [2025-10-09T22:45:22.188429] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:22.188464] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:22.188493] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:22.188555] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:22.206191] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:22.206939] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:22.207029] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:22.207064] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:22.244848] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:22.245035] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:22.245079] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:22.245109] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:22.248807] [DEBUG] [FORECASTER] ALV: Forecast T+1@11:T+2@11: UP (p=71.28%) [2025-10-09T22:45:22.249140] [INFO ] [FORECASTER] Completed predict_future for ALV [2025-10-09T22:45:22.249287] [INFO ] [sig ] ALV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:22.396976] [INFO ] [LOCAL ] Saved forecast: ALV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ALV.txt [2025-10-09T22:45:22.397248] [WARN ] [sig ] [83/2211] Failed ALV after 0.3s | 4.31 sym/s | Total: 19.3s | ETA: 8.2m [2025-10-09T22:45:22.397333] [INFO ] [sig ] [84/2211] Forecasting ALX... [2025-10-09T22:45:22.397374] [INFO ] [sig ] Generating forecast for: ALX [2025-10-09T22:45:22.397405] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ALX' from 'https://tdm.silogroup.org/data/derivative_storage/ALX.csv'. [2025-10-09T22:45:22.408229] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ALX'. [2025-10-09T22:45:22.408586] [INFO ] [FORECASTER] Starting predict_future for ALX [2025-10-09T22:45:22.434275] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:22.435099] [DEBUG] [LOCAL ] No optimal features file found for ALX: ./output/feature-sets/ALX.txt [2025-10-09T22:45:22.435156] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:22.435191] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:22.435220] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:22.435278] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:22.453513] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:22.454493] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:22.454586] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:22.454619] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:22.494702] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:22.494817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:22.494858] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:22.494889] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:22.498630] [DEBUG] [FORECASTER] ALX: Forecast T+1@11:T+2@11: DOWN (p=43.29%) [2025-10-09T22:45:22.498978] [INFO ] [FORECASTER] Completed predict_future for ALX [2025-10-09T22:45:22.499135] [INFO ] [sig ] ALX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:22.651669] [INFO ] [LOCAL ] Saved forecast: ALX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ALX.txt [2025-10-09T22:45:22.651893] [WARN ] [sig ] [84/2211] Failed ALX after 0.3s | 4.30 sym/s | Total: 19.5s | ETA: 8.2m [2025-10-09T22:45:22.651971] [INFO ] [sig ] [85/2211] Forecasting AM... [2025-10-09T22:45:22.652011] [INFO ] [sig ] Generating forecast for: AM [2025-10-09T22:45:22.652043] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AM' from 'https://tdm.silogroup.org/data/derivative_storage/AM.csv'. [2025-10-09T22:45:22.662793] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AM'. [2025-10-09T22:45:22.663116] [INFO ] [FORECASTER] Starting predict_future for AM [2025-10-09T22:45:22.688366] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:22.689130] [DEBUG] [LOCAL ] No optimal features file found for AM: ./output/feature-sets/AM.txt [2025-10-09T22:45:22.689188] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:22.689223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:22.689249] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:22.689306] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:22.706916] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:22.707521] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:22.707676] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:22.707732] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:22.740043] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:22.740157] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:22.740195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:22.740223] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:22.743455] [DEBUG] [FORECASTER] AM: Forecast T+1@11:T+2@11: UP (p=56.08%) [2025-10-09T22:45:22.743773] [INFO ] [FORECASTER] Completed predict_future for AM [2025-10-09T22:45:22.743922] [INFO ] [sig ] AM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:22.899686] [INFO ] [LOCAL ] Saved forecast: AM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AM.txt [2025-10-09T22:45:22.899998] [WARN ] [sig ] [85/2211] Failed AM after 0.2s | 4.30 sym/s | Total: 19.8s | ETA: 8.2m [2025-10-09T22:45:22.900113] [INFO ] [sig ] [86/2211] Forecasting AMBC... [2025-10-09T22:45:22.900171] [INFO ] [sig ] Generating forecast for: AMBC [2025-10-09T22:45:22.900206] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMBC' from 'https://tdm.silogroup.org/data/derivative_storage/AMBC.csv'. [2025-10-09T22:45:22.910758] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMBC'. [2025-10-09T22:45:22.911101] [INFO ] [FORECASTER] Starting predict_future for AMBC [2025-10-09T22:45:22.937777] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:22.938483] [DEBUG] [LOCAL ] No optimal features file found for AMBC: ./output/feature-sets/AMBC.txt [2025-10-09T22:45:22.938537] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:22.938570] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:22.938597] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:22.938673] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:22.955927] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:22.956519] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:22.956603] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:22.956637] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:22.991172] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:22.991289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:22.991327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:22.991357] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:22.994723] [DEBUG] [FORECASTER] AMBC: Forecast T+1@11:T+2@11: DOWN (p=2.12%) [2025-10-09T22:45:22.995002] [INFO ] [FORECASTER] Completed predict_future for AMBC [2025-10-09T22:45:22.995134] [INFO ] [sig ] AMBC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:23.144354] [INFO ] [LOCAL ] Saved forecast: AMBC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMBC.txt [2025-10-09T22:45:23.144588] [WARN ] [sig ] [86/2211] Failed AMBC after 0.2s | 4.30 sym/s | Total: 20.0s | ETA: 8.2m [2025-10-09T22:45:23.144690] [INFO ] [sig ] [87/2211] Forecasting AMBP... [2025-10-09T22:45:23.144737] [INFO ] [sig ] Generating forecast for: AMBP [2025-10-09T22:45:23.144769] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMBP' from 'https://tdm.silogroup.org/data/derivative_storage/AMBP.csv'. [2025-10-09T22:45:23.154522] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMBP'. [2025-10-09T22:45:23.154851] [INFO ] [FORECASTER] Starting predict_future for AMBP [2025-10-09T22:45:23.180335] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:23.181092] [DEBUG] [LOCAL ] No optimal features file found for AMBP: ./output/feature-sets/AMBP.txt [2025-10-09T22:45:23.181166] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:23.181201] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:23.181229] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:23.181286] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:23.199571] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:23.200260] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:23.200346] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:23.200379] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:23.233698] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:23.233825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:23.233863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:23.233892] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:23.237165] [DEBUG] [FORECASTER] AMBP: Forecast T+1@11:T+2@11: DOWN (p=6.73%) [2025-10-09T22:45:23.237438] [INFO ] [FORECASTER] Completed predict_future for AMBP [2025-10-09T22:45:23.237598] [INFO ] [sig ] AMBP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:23.379872] [INFO ] [LOCAL ] Saved forecast: AMBP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMBP.txt [2025-10-09T22:45:23.380116] [WARN ] [sig ] [87/2211] Failed AMBP after 0.2s | 4.30 sym/s | Total: 20.2s | ETA: 8.2m [2025-10-09T22:45:23.380200] [INFO ] [sig ] [88/2211] Forecasting AMC... [2025-10-09T22:45:23.380238] [INFO ] [sig ] Generating forecast for: AMC [2025-10-09T22:45:23.380269] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMC' from 'https://tdm.silogroup.org/data/derivative_storage/AMC.csv'. [2025-10-09T22:45:23.391119] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMC'. [2025-10-09T22:45:23.391442] [INFO ] [FORECASTER] Starting predict_future for AMC [2025-10-09T22:45:23.416849] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:23.417637] [DEBUG] [LOCAL ] No optimal features file found for AMC: ./output/feature-sets/AMC.txt [2025-10-09T22:45:23.417719] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:23.417755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:23.417782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:23.417839] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:23.435125] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:23.435766] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:23.435851] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:23.435884] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:23.466209] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:23.466342] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:23.466380] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:23.466408] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:23.469768] [DEBUG] [FORECASTER] AMC: Forecast T+1@11:T+2@11: DOWN (p=22.22%) [2025-10-09T22:45:23.470045] [INFO ] [FORECASTER] Completed predict_future for AMC [2025-10-09T22:45:23.470188] [INFO ] [sig ] AMC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:23.611753] [INFO ] [LOCAL ] Saved forecast: AMC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMC.txt [2025-10-09T22:45:23.611994] [WARN ] [sig ] [88/2211] Failed AMC after 0.2s | 4.30 sym/s | Total: 20.5s | ETA: 8.2m [2025-10-09T22:45:23.612076] [INFO ] [sig ] [89/2211] Forecasting AMCR... [2025-10-09T22:45:23.612129] [INFO ] [sig ] Generating forecast for: AMCR [2025-10-09T22:45:23.612172] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMCR' from 'https://tdm.silogroup.org/data/derivative_storage/AMCR.csv'. [2025-10-09T22:45:23.622370] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMCR'. [2025-10-09T22:45:23.622688] [INFO ] [FORECASTER] Starting predict_future for AMCR [2025-10-09T22:45:23.647845] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:23.648588] [DEBUG] [LOCAL ] No optimal features file found for AMCR: ./output/feature-sets/AMCR.txt [2025-10-09T22:45:23.648744] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:23.648803] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:23.648853] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:23.648935] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:23.666082] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:23.666698] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:23.666793] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:23.666826] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:23.706702] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:23.706794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:23.706831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:23.706859] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:23.709951] [DEBUG] [FORECASTER] AMCR: Forecast T+1@11:T+2@11: DOWN (p=4.59%) [2025-10-09T22:45:23.710213] [INFO ] [FORECASTER] Completed predict_future for AMCR [2025-10-09T22:45:23.710347] [INFO ] [sig ] AMCR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:23.854309] [INFO ] [LOCAL ] Saved forecast: AMCR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMCR.txt [2025-10-09T22:45:23.854549] [WARN ] [sig ] [89/2211] Failed AMCR after 0.2s | 4.30 sym/s | Total: 20.7s | ETA: 8.2m [2025-10-09T22:45:23.854628] [INFO ] [sig ] [90/2211] Forecasting AME... [2025-10-09T22:45:23.854706] [INFO ] [sig ] Generating forecast for: AME [2025-10-09T22:45:23.854746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AME' from 'https://tdm.silogroup.org/data/derivative_storage/AME.csv'. [2025-10-09T22:45:23.864821] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AME'. [2025-10-09T22:45:23.865102] [INFO ] [FORECASTER] Starting predict_future for AME [2025-10-09T22:45:23.890489] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:23.891208] [DEBUG] [LOCAL ] No optimal features file found for AME: ./output/feature-sets/AME.txt [2025-10-09T22:45:23.891263] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:23.891296] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:23.891323] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:23.891379] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:23.908923] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:23.909472] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:23.909555] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:23.909587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:23.958277] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:23.958381] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:23.958417] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:23.958446] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:23.961764] [DEBUG] [FORECASTER] AME: Forecast T+1@11:T+2@11: UP (p=82.96%) [2025-10-09T22:45:23.962065] [INFO ] [FORECASTER] Completed predict_future for AME [2025-10-09T22:45:23.962214] [INFO ] [sig ] AME: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:24.105305] [INFO ] [LOCAL ] Saved forecast: AME 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AME.txt [2025-10-09T22:45:24.105549] [WARN ] [sig ] [90/2211] Failed AME after 0.3s | 4.29 sym/s | Total: 21.0s | ETA: 8.2m [2025-10-09T22:45:24.105628] [INFO ] [sig ] [91/2211] Forecasting AMG... [2025-10-09T22:45:24.105708] [INFO ] [sig ] Generating forecast for: AMG [2025-10-09T22:45:24.105747] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMG' from 'https://tdm.silogroup.org/data/derivative_storage/AMG.csv'. [2025-10-09T22:45:24.117200] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMG'. [2025-10-09T22:45:24.117499] [INFO ] [FORECASTER] Starting predict_future for AMG [2025-10-09T22:45:24.147683] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:24.148514] [DEBUG] [LOCAL ] No optimal features file found for AMG: ./output/feature-sets/AMG.txt [2025-10-09T22:45:24.148575] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:24.148619] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:24.148705] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:24.148779] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:24.167289] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:24.168029] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:24.168113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:24.168146] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:24.208681] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:24.208781] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:24.208816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:24.208844] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:24.211943] [DEBUG] [FORECASTER] AMG: Forecast T+1@11:T+2@11: UP (p=83.74%) [2025-10-09T22:45:24.212215] [INFO ] [FORECASTER] Completed predict_future for AMG [2025-10-09T22:45:24.212373] [INFO ] [sig ] AMG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:24.359920] [INFO ] [LOCAL ] Saved forecast: AMG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AMG.txt [2025-10-09T22:45:24.360154] [WARN ] [sig ] [91/2211] Failed AMG after 0.3s | 4.29 sym/s | Total: 21.2s | ETA: 8.2m [2025-10-09T22:45:24.360233] [INFO ] [sig ] [92/2211] Forecasting AMH... [2025-10-09T22:45:24.360272] [INFO ] [sig ] Generating forecast for: AMH [2025-10-09T22:45:24.360303] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMH' from 'https://tdm.silogroup.org/data/derivative_storage/AMH.csv'. [2025-10-09T22:45:24.370364] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMH'. [2025-10-09T22:45:24.370690] [INFO ] [FORECASTER] Starting predict_future for AMH [2025-10-09T22:45:24.396607] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:24.397349] [DEBUG] [LOCAL ] No optimal features file found for AMH: ./output/feature-sets/AMH.txt [2025-10-09T22:45:24.397407] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:24.397440] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:24.397521] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:24.397615] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:24.421514] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:24.422775] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:24.422895] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:24.422973] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:24.475257] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:24.475475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:24.475536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:24.475569] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:24.480380] [DEBUG] [FORECASTER] AMH: Forecast T+1@11:T+2@11: UP (p=88.81%) [2025-10-09T22:45:24.480905] [INFO ] [FORECASTER] Completed predict_future for AMH [2025-10-09T22:45:24.481098] [INFO ] [sig ] AMH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:24.642412] [INFO ] [LOCAL ] Saved forecast: AMH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AMH.txt [2025-10-09T22:45:24.642689] [WARN ] [sig ] [92/2211] Failed AMH after 0.3s | 4.28 sym/s | Total: 21.5s | ETA: 8.3m [2025-10-09T22:45:24.642778] [INFO ] [sig ] [93/2211] Forecasting AMN... [2025-10-09T22:45:24.642818] [INFO ] [sig ] Generating forecast for: AMN [2025-10-09T22:45:24.642850] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMN' from 'https://tdm.silogroup.org/data/derivative_storage/AMN.csv'. [2025-10-09T22:45:24.653309] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMN'. [2025-10-09T22:45:24.653629] [INFO ] [FORECASTER] Starting predict_future for AMN [2025-10-09T22:45:24.679546] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:24.680320] [DEBUG] [LOCAL ] No optimal features file found for AMN: ./output/feature-sets/AMN.txt [2025-10-09T22:45:24.680377] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:24.680412] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:24.680440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:24.680498] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:24.698405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:24.699033] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:24.699121] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:24.699155] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:24.746034] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:24.746230] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:24.746275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:24.746306] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:24.751948] [DEBUG] [FORECASTER] AMN: Forecast T+1@11:T+2@11: DOWN (p=13.76%) [2025-10-09T22:45:24.752254] [INFO ] [FORECASTER] Completed predict_future for AMN [2025-10-09T22:45:24.752406] [INFO ] [sig ] AMN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:24.893638] [INFO ] [LOCAL ] Saved forecast: AMN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMN.txt [2025-10-09T22:45:24.893907] [WARN ] [sig ] [93/2211] Failed AMN after 0.3s | 4.27 sym/s | Total: 21.8s | ETA: 8.3m [2025-10-09T22:45:24.893983] [INFO ] [sig ] [94/2211] Forecasting AMP... [2025-10-09T22:45:24.894024] [INFO ] [sig ] Generating forecast for: AMP [2025-10-09T22:45:24.894054] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMP' from 'https://tdm.silogroup.org/data/derivative_storage/AMP.csv'. [2025-10-09T22:45:24.905317] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'AMP'. [2025-10-09T22:45:24.905707] [INFO ] [FORECASTER] Starting predict_future for AMP [2025-10-09T22:45:24.932371] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:24.933098] [DEBUG] [LOCAL ] No optimal features file found for AMP: ./output/feature-sets/AMP.txt [2025-10-09T22:45:24.933169] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:24.933204] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:24.933232] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:24.933288] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:24.950427] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:24.951004] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:24.951086] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:24.951118] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:24.991992] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:24.992238] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:24.992306] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:24.992359] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:24.996035] [DEBUG] [FORECASTER] AMP: Forecast T+1@11:T+2@11: DOWN (p=34.99%) [2025-10-09T22:45:24.996362] [INFO ] [FORECASTER] Completed predict_future for AMP [2025-10-09T22:45:24.996519] [INFO ] [sig ] AMP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:25.138210] [INFO ] [LOCAL ] Saved forecast: AMP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMP.txt [2025-10-09T22:45:25.138431] [WARN ] [sig ] [94/2211] Failed AMP after 0.2s | 4.27 sym/s | Total: 22.0s | ETA: 8.3m [2025-10-09T22:45:25.138524] [INFO ] [sig ] [95/2211] Forecasting AMPX... [2025-10-09T22:45:25.138579] [INFO ] [sig ] Generating forecast for: AMPX [2025-10-09T22:45:25.138612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMPX' from 'https://tdm.silogroup.org/data/derivative_storage/AMPX.csv'. [2025-10-09T22:45:25.148682] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMPX'. [2025-10-09T22:45:25.148959] [INFO ] [FORECASTER] Starting predict_future for AMPX [2025-10-09T22:45:25.174351] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:25.175069] [DEBUG] [LOCAL ] No optimal features file found for AMPX: ./output/feature-sets/AMPX.txt [2025-10-09T22:45:25.175124] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:25.175157] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:25.175185] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:25.175241] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:25.192635] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:25.193304] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:25.193387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:25.193422] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:25.229948] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:25.230021] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:25.230056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:25.230083] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:25.233066] [DEBUG] [FORECASTER] AMPX: Forecast T+1@11:T+2@11: UP (p=66.29%) [2025-10-09T22:45:25.233736] [INFO ] [FORECASTER] Completed predict_future for AMPX [2025-10-09T22:45:25.233879] [INFO ] [sig ] AMPX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:25.375105] [INFO ] [LOCAL ] Saved forecast: AMPX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AMPX.txt [2025-10-09T22:45:25.375295] [WARN ] [sig ] [95/2211] Failed AMPX after 0.2s | 4.27 sym/s | Total: 22.2s | ETA: 8.3m [2025-10-09T22:45:25.375370] [INFO ] [sig ] [96/2211] Forecasting AMPY... [2025-10-09T22:45:25.375410] [INFO ] [sig ] Generating forecast for: AMPY [2025-10-09T22:45:25.375440] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMPY' from 'https://tdm.silogroup.org/data/derivative_storage/AMPY.csv'. [2025-10-09T22:45:25.386154] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMPY'. [2025-10-09T22:45:25.386503] [INFO ] [FORECASTER] Starting predict_future for AMPY [2025-10-09T22:45:25.412530] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:25.413319] [DEBUG] [LOCAL ] No optimal features file found for AMPY: ./output/feature-sets/AMPY.txt [2025-10-09T22:45:25.413374] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:25.413408] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:25.413435] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:25.413490] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:25.430791] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:25.431338] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:25.431423] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:25.431455] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:25.469311] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:25.469392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:25.469426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:25.469454] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:25.472515] [DEBUG] [FORECASTER] AMPY: Forecast T+1@11:T+2@11: UP (p=78.41%) [2025-10-09T22:45:25.472815] [INFO ] [FORECASTER] Completed predict_future for AMPY [2025-10-09T22:45:25.472957] [INFO ] [sig ] AMPY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:25.615869] [INFO ] [LOCAL ] Saved forecast: AMPY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AMPY.txt [2025-10-09T22:45:25.616069] [WARN ] [sig ] [96/2211] Failed AMPY after 0.2s | 4.27 sym/s | Total: 22.5s | ETA: 8.3m [2025-10-09T22:45:25.616145] [INFO ] [sig ] [97/2211] Forecasting AMR... [2025-10-09T22:45:25.616185] [INFO ] [sig ] Generating forecast for: AMR [2025-10-09T22:45:25.616215] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMR' from 'https://tdm.silogroup.org/data/derivative_storage/AMR.csv'. [2025-10-09T22:45:25.627545] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMR'. [2025-10-09T22:45:25.627865] [INFO ] [FORECASTER] Starting predict_future for AMR [2025-10-09T22:45:25.653035] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:25.653824] [DEBUG] [LOCAL ] No optimal features file found for AMR: ./output/feature-sets/AMR.txt [2025-10-09T22:45:25.653879] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:25.653912] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:25.653939] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:25.653994] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:25.671322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:25.671910] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:25.671994] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:25.672027] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:25.714979] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:25.715063] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:25.715098] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:25.715126] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:25.718190] [DEBUG] [FORECASTER] AMR: Forecast T+1@11:T+2@11: DOWN (p=16.11%) [2025-10-09T22:45:25.718446] [INFO ] [FORECASTER] Completed predict_future for AMR [2025-10-09T22:45:25.718608] [INFO ] [sig ] AMR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:25.865378] [INFO ] [LOCAL ] Saved forecast: AMR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMR.txt [2025-10-09T22:45:25.865619] [WARN ] [sig ] [97/2211] Failed AMR after 0.2s | 4.27 sym/s | Total: 22.7s | ETA: 8.3m [2025-10-09T22:45:25.865726] [INFO ] [sig ] [98/2211] Forecasting AMRC... [2025-10-09T22:45:25.865765] [INFO ] [sig ] Generating forecast for: AMRC [2025-10-09T22:45:25.865795] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMRC' from 'https://tdm.silogroup.org/data/derivative_storage/AMRC.csv'. [2025-10-09T22:45:25.876596] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMRC'. [2025-10-09T22:45:25.876923] [INFO ] [FORECASTER] Starting predict_future for AMRC [2025-10-09T22:45:25.903107] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:25.903944] [DEBUG] [LOCAL ] No optimal features file found for AMRC: ./output/feature-sets/AMRC.txt [2025-10-09T22:45:25.904000] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:25.904033] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:25.904060] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:25.904115] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:25.921536] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:25.922527] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:25.922624] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:25.922696] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:25.962285] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:25.962487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:25.962533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:25.962561] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:25.966227] [DEBUG] [FORECASTER] AMRC: Forecast T+1@11:T+2@11: DOWN (p=1.39%) [2025-10-09T22:45:25.966534] [INFO ] [FORECASTER] Completed predict_future for AMRC [2025-10-09T22:45:25.966711] [INFO ] [sig ] AMRC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:26.110143] [INFO ] [LOCAL ] Saved forecast: AMRC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMRC.txt [2025-10-09T22:45:26.110348] [WARN ] [sig ] [98/2211] Failed AMRC after 0.2s | 4.27 sym/s | Total: 23.0s | ETA: 8.3m [2025-10-09T22:45:26.110425] [INFO ] [sig ] [99/2211] Forecasting AMT... [2025-10-09T22:45:26.110464] [INFO ] [sig ] Generating forecast for: AMT [2025-10-09T22:45:26.110496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMT' from 'https://tdm.silogroup.org/data/derivative_storage/AMT.csv'. [2025-10-09T22:45:26.120258] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMT'. [2025-10-09T22:45:26.120510] [INFO ] [FORECASTER] Starting predict_future for AMT [2025-10-09T22:45:26.146561] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:26.147321] [DEBUG] [LOCAL ] No optimal features file found for AMT: ./output/feature-sets/AMT.txt [2025-10-09T22:45:26.147377] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:26.147411] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:26.147438] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:26.147494] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:26.164956] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:26.165499] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:26.165580] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:26.165634] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:26.203818] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:26.204004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:26.204048] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:26.204078] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:26.207707] [DEBUG] [FORECASTER] AMT: Forecast T+1@11:T+2@11: DOWN (p=32.19%) [2025-10-09T22:45:26.208019] [INFO ] [FORECASTER] Completed predict_future for AMT [2025-10-09T22:45:26.208162] [INFO ] [sig ] AMT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:26.354511] [INFO ] [LOCAL ] Saved forecast: AMT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMT.txt [2025-10-09T22:45:26.354737] [WARN ] [sig ] [99/2211] Failed AMT after 0.2s | 4.26 sym/s | Total: 23.2s | ETA: 8.3m [2025-10-09T22:45:26.354822] [INFO ] [sig ] [100/2211] Forecasting AMTB... [2025-10-09T22:45:26.354861] [INFO ] [sig ] Generating forecast for: AMTB [2025-10-09T22:45:26.354892] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMTB' from 'https://tdm.silogroup.org/data/derivative_storage/AMTB.csv'. [2025-10-09T22:45:26.364888] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMTB'. [2025-10-09T22:45:26.365174] [INFO ] [FORECASTER] Starting predict_future for AMTB [2025-10-09T22:45:26.390348] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:26.391087] [DEBUG] [LOCAL ] No optimal features file found for AMTB: ./output/feature-sets/AMTB.txt [2025-10-09T22:45:26.391141] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:26.391175] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:26.391203] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:26.391258] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:26.408721] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:26.409272] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:26.409353] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:26.409389] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:26.451210] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:26.451304] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:26.451339] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:26.451366] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:26.454512] [DEBUG] [FORECASTER] AMTB: Forecast T+1@11:T+2@11: UP (p=97.86%) [2025-10-09T22:45:26.454824] [INFO ] [FORECASTER] Completed predict_future for AMTB [2025-10-09T22:45:26.454980] [INFO ] [sig ] AMTB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:26.597060] [INFO ] [LOCAL ] Saved forecast: AMTB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AMTB.txt [2025-10-09T22:45:26.597254] [WARN ] [sig ] [100/2211] Failed AMTB after 0.2s | 4.26 sym/s | Total: 23.5s | ETA: 8.3m [2025-10-09T22:45:26.597331] [INFO ] [sig ] [101/2211] Forecasting AMTD... [2025-10-09T22:45:26.597370] [INFO ] [sig ] Generating forecast for: AMTD [2025-10-09T22:45:26.597400] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMTD' from 'https://tdm.silogroup.org/data/derivative_storage/AMTD.csv'. [2025-10-09T22:45:26.607276] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMTD'. [2025-10-09T22:45:26.607550] [INFO ] [FORECASTER] Starting predict_future for AMTD [2025-10-09T22:45:26.639608] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:26.640346] [DEBUG] [LOCAL ] No optimal features file found for AMTD: ./output/feature-sets/AMTD.txt [2025-10-09T22:45:26.640402] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:26.640486] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:26.640536] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:26.640596] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:26.659043] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:26.659598] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:26.659708] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:26.659757] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:26.695869] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:26.695981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:26.696018] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:26.696047] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:26.699348] [DEBUG] [FORECASTER] AMTD: Forecast T+1@11:T+2@11: DOWN (p=7.42%) [2025-10-09T22:45:26.699616] [INFO ] [FORECASTER] Completed predict_future for AMTD [2025-10-09T22:45:26.699786] [INFO ] [sig ] AMTD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:26.842315] [INFO ] [LOCAL ] Saved forecast: AMTD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMTD.txt [2025-10-09T22:45:26.842533] [WARN ] [sig ] [101/2211] Failed AMTD after 0.2s | 4.26 sym/s | Total: 23.7s | ETA: 8.3m [2025-10-09T22:45:26.842679] [INFO ] [sig ] [102/2211] Forecasting AMTM... [2025-10-09T22:45:26.842733] [INFO ] [sig ] Generating forecast for: AMTM [2025-10-09T22:45:26.842768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMTM' from 'https://tdm.silogroup.org/data/derivative_storage/AMTM.csv'. [2025-10-09T22:45:26.855546] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMTM'. [2025-10-09T22:45:26.855875] [INFO ] [FORECASTER] Starting predict_future for AMTM [2025-10-09T22:45:26.881098] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:26.881859] [DEBUG] [LOCAL ] No optimal features file found for AMTM: ./output/feature-sets/AMTM.txt [2025-10-09T22:45:26.881922] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:26.881957] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:26.881984] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:26.882041] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:26.899679] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:26.900253] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:26.900335] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:26.900369] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:26.934791] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:26.934912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:26.934948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:26.934976] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:26.940194] [DEBUG] [FORECASTER] AMTM: Forecast T+1@11:T+2@11: DOWN (p=33.58%) [2025-10-09T22:45:26.940467] [INFO ] [FORECASTER] Completed predict_future for AMTM [2025-10-09T22:45:26.940596] [INFO ] [sig ] AMTM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:27.083615] [INFO ] [LOCAL ] Saved forecast: AMTM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AMTM.txt [2025-10-09T22:45:27.083859] [WARN ] [sig ] [102/2211] Failed AMTM after 0.2s | 4.26 sym/s | Total: 23.9s | ETA: 8.3m [2025-10-09T22:45:27.083940] [INFO ] [sig ] [103/2211] Forecasting AMWL... [2025-10-09T22:45:27.083980] [INFO ] [sig ] Generating forecast for: AMWL [2025-10-09T22:45:27.084011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMWL' from 'https://tdm.silogroup.org/data/derivative_storage/AMWL.csv'. [2025-10-09T22:45:27.094099] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AMWL'. [2025-10-09T22:45:27.094387] [INFO ] [FORECASTER] Starting predict_future for AMWL [2025-10-09T22:45:27.119677] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:27.120394] [DEBUG] [LOCAL ] No optimal features file found for AMWL: ./output/feature-sets/AMWL.txt [2025-10-09T22:45:27.120453] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:27.120488] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:27.120516] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:27.120573] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:27.138887] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:27.139445] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:27.139526] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:27.139560] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:27.175271] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:27.175394] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:27.175431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:27.175460] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:27.178909] [DEBUG] [FORECASTER] AMWL: Forecast T+1@11:T+2@11: UP (p=82.80%) [2025-10-09T22:45:27.179181] [INFO ] [FORECASTER] Completed predict_future for AMWL [2025-10-09T22:45:27.179308] [INFO ] [sig ] AMWL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:27.334069] [INFO ] [LOCAL ] Saved forecast: AMWL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AMWL.txt [2025-10-09T22:45:27.334345] [WARN ] [sig ] [103/2211] Failed AMWL after 0.3s | 4.26 sym/s | Total: 24.2s | ETA: 8.3m [2025-10-09T22:45:27.334428] [INFO ] [sig ] [104/2211] Forecasting AMX... [2025-10-09T22:45:27.334466] [INFO ] [sig ] Generating forecast for: AMX [2025-10-09T22:45:27.334498] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AMX' from 'https://tdm.silogroup.org/data/derivative_storage/AMX.csv'. [2025-10-09T22:45:27.339254] [WARN ] [REMOTE ] Historical data not found for symbol 'AMX' (404). [2025-10-09T22:45:27.339559] [FATAL] [sig ] AMX: No historical data fetched. [2025-10-09T22:45:27.339686] [WARN ] [sig ] [104/2211] Failed AMX after 0.0s | 4.30 sym/s | Total: 24.2s | ETA: 8.2m [2025-10-09T22:45:27.339760] [INFO ] [sig ] [105/2211] Forecasting AN... [2025-10-09T22:45:27.339800] [INFO ] [sig ] Generating forecast for: AN [2025-10-09T22:45:27.339831] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AN' from 'https://tdm.silogroup.org/data/derivative_storage/AN.csv'. [2025-10-09T22:45:27.349898] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AN'. [2025-10-09T22:45:27.350359] [INFO ] [FORECASTER] Starting predict_future for AN [2025-10-09T22:45:27.376614] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:27.377548] [DEBUG] [LOCAL ] No optimal features file found for AN: ./output/feature-sets/AN.txt [2025-10-09T22:45:27.377677] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:27.377739] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:27.377777] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:27.377845] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:27.395624] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:27.396429] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:27.396525] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:27.396582] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:27.434385] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:27.434574] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:27.434617] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:27.434676] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:27.438373] [DEBUG] [FORECASTER] AN: Forecast T+1@11:T+2@11: UP (p=92.40%) [2025-10-09T22:45:27.438695] [INFO ] [FORECASTER] Completed predict_future for AN [2025-10-09T22:45:27.438856] [INFO ] [sig ] AN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:27.589556] [INFO ] [LOCAL ] Saved forecast: AN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AN.txt [2025-10-09T22:45:27.589897] [WARN ] [sig ] [105/2211] Failed AN after 0.3s | 4.29 sym/s | Total: 24.5s | ETA: 8.2m [2025-10-09T22:45:27.589994] [INFO ] [sig ] [106/2211] Forecasting ANET... [2025-10-09T22:45:27.590036] [INFO ] [sig ] Generating forecast for: ANET [2025-10-09T22:45:27.590069] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANET' from 'https://tdm.silogroup.org/data/derivative_storage/ANET.csv'. [2025-10-09T22:45:27.600504] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ANET'. [2025-10-09T22:45:27.600954] [INFO ] [FORECASTER] Starting predict_future for ANET [2025-10-09T22:45:27.627471] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:27.631558] [DEBUG] [LOCAL ] No optimal features file found for ANET: ./output/feature-sets/ANET.txt [2025-10-09T22:45:27.631633] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:27.631712] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:27.631746] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:27.631803] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:27.649056] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:27.649610] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:27.649719] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:27.649763] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:27.685849] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:27.685988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:27.686028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:27.686058] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:27.689861] [DEBUG] [FORECASTER] ANET: Forecast T+1@11:T+2@11: UP (p=84.15%) [2025-10-09T22:45:27.690158] [INFO ] [FORECASTER] Completed predict_future for ANET [2025-10-09T22:45:27.690334] [INFO ] [sig ] ANET: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:27.843540] [INFO ] [LOCAL ] Saved forecast: ANET 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ANET.txt [2025-10-09T22:45:27.843809] [WARN ] [sig ] [106/2211] Failed ANET after 0.3s | 4.29 sym/s | Total: 24.7s | ETA: 8.2m [2025-10-09T22:45:27.843899] [INFO ] [sig ] [107/2211] Forecasting ANF... [2025-10-09T22:45:27.843940] [INFO ] [sig ] Generating forecast for: ANF [2025-10-09T22:45:27.843972] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANF' from 'https://tdm.silogroup.org/data/derivative_storage/ANF.csv'. [2025-10-09T22:45:27.850089] [WARN ] [REMOTE ] Historical data not found for symbol 'ANF' (404). [2025-10-09T22:45:27.850296] [FATAL] [sig ] ANF: No historical data fetched. [2025-10-09T22:45:27.850408] [WARN ] [sig ] [107/2211] Failed ANF after 0.0s | 4.33 sym/s | Total: 24.7s | ETA: 8.1m [2025-10-09T22:45:27.850478] [INFO ] [sig ] [108/2211] Forecasting ANRO... [2025-10-09T22:45:27.850517] [INFO ] [sig ] Generating forecast for: ANRO [2025-10-09T22:45:27.850563] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANRO' from 'https://tdm.silogroup.org/data/derivative_storage/ANRO.csv'. [2025-10-09T22:45:27.860765] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ANRO'. [2025-10-09T22:45:27.861304] [INFO ] [FORECASTER] Starting predict_future for ANRO [2025-10-09T22:45:27.888997] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:27.889941] [DEBUG] [LOCAL ] No optimal features file found for ANRO: ./output/feature-sets/ANRO.txt [2025-10-09T22:45:27.890004] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:27.890040] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:27.890069] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:27.890130] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:27.908267] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:27.908965] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:27.909054] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:27.909088] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:27.950540] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:27.950721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:27.950777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:27.950810] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:27.954447] [DEBUG] [FORECASTER] ANRO: Forecast T+1@11:T+2@11: DOWN (p=2.11%) [2025-10-09T22:45:27.954839] [INFO ] [FORECASTER] Completed predict_future for ANRO [2025-10-09T22:45:27.954997] [INFO ] [sig ] ANRO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:28.103833] [INFO ] [LOCAL ] Saved forecast: ANRO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ANRO.txt [2025-10-09T22:45:28.104095] [WARN ] [sig ] [108/2211] Failed ANRO after 0.3s | 4.33 sym/s | Total: 25.0s | ETA: 8.1m [2025-10-09T22:45:28.104177] [INFO ] [sig ] [109/2211] Forecasting ANVS... [2025-10-09T22:45:28.104219] [INFO ] [sig ] Generating forecast for: ANVS [2025-10-09T22:45:28.104251] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ANVS' from 'https://tdm.silogroup.org/data/derivative_storage/ANVS.csv'. [2025-10-09T22:45:28.114848] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ANVS'. [2025-10-09T22:45:28.115174] [INFO ] [FORECASTER] Starting predict_future for ANVS [2025-10-09T22:45:28.143077] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:28.144001] [DEBUG] [LOCAL ] No optimal features file found for ANVS: ./output/feature-sets/ANVS.txt [2025-10-09T22:45:28.144065] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:28.144100] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:28.144128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:28.144185] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:28.162065] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:28.162691] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:28.162786] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:28.162831] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:28.199311] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:28.199453] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:28.199494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:28.199525] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:28.202957] [DEBUG] [FORECASTER] ANVS: Forecast T+1@11:T+2@11: UP (p=62.00%) [2025-10-09T22:45:28.203307] [INFO ] [FORECASTER] Completed predict_future for ANVS [2025-10-09T22:45:28.203460] [INFO ] [sig ] ANVS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:28.358331] [INFO ] [LOCAL ] Saved forecast: ANVS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ANVS.txt [2025-10-09T22:45:28.358557] [WARN ] [sig ] [109/2211] Failed ANVS after 0.3s | 4.32 sym/s | Total: 25.2s | ETA: 8.1m [2025-10-09T22:45:28.358635] [INFO ] [sig ] [110/2211] Forecasting AOD... [2025-10-09T22:45:28.358713] [INFO ] [sig ] Generating forecast for: AOD [2025-10-09T22:45:28.358750] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AOD' from 'https://tdm.silogroup.org/data/derivative_storage/AOD.csv'. [2025-10-09T22:45:28.369061] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AOD'. [2025-10-09T22:45:28.369346] [INFO ] [FORECASTER] Starting predict_future for AOD [2025-10-09T22:45:28.395818] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:28.396632] [DEBUG] [LOCAL ] No optimal features file found for AOD: ./output/feature-sets/AOD.txt [2025-10-09T22:45:28.396716] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:28.396755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:28.396784] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:28.396841] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:28.415947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:28.416584] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:28.416709] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:28.416801] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:28.459263] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:28.459437] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:28.459481] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:28.459512] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:28.463289] [DEBUG] [FORECASTER] AOD: Forecast T+1@11:T+2@11: UP (p=98.84%) [2025-10-09T22:45:28.463581] [INFO ] [FORECASTER] Completed predict_future for AOD [2025-10-09T22:45:28.463752] [INFO ] [sig ] AOD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:28.612204] [INFO ] [LOCAL ] Saved forecast: AOD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AOD.txt [2025-10-09T22:45:28.612462] [WARN ] [sig ] [110/2211] Failed AOD after 0.3s | 4.32 sym/s | Total: 25.5s | ETA: 8.1m [2025-10-09T22:45:28.612554] [INFO ] [sig ] [111/2211] Forecasting AOMR... [2025-10-09T22:45:28.612595] [INFO ] [sig ] Generating forecast for: AOMR [2025-10-09T22:45:28.612626] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AOMR' from 'https://tdm.silogroup.org/data/derivative_storage/AOMR.csv'. [2025-10-09T22:45:28.617445] [WARN ] [REMOTE ] Historical data not found for symbol 'AOMR' (404). [2025-10-09T22:45:28.617676] [FATAL] [sig ] AOMR: No historical data fetched. [2025-10-09T22:45:28.617764] [WARN ] [sig ] [111/2211] Failed AOMR after 0.0s | 4.36 sym/s | Total: 25.5s | ETA: 8.0m [2025-10-09T22:45:28.617832] [INFO ] [sig ] [112/2211] Forecasting AON... [2025-10-09T22:45:28.617922] [INFO ] [sig ] Generating forecast for: AON [2025-10-09T22:45:28.617963] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AON' from 'https://tdm.silogroup.org/data/derivative_storage/AON.csv'. [2025-10-09T22:45:28.621733] [WARN ] [REMOTE ] Historical data not found for symbol 'AON' (404). [2025-10-09T22:45:28.621907] [FATAL] [sig ] AON: No historical data fetched. [2025-10-09T22:45:28.621988] [WARN ] [sig ] [112/2211] Failed AON after 0.0s | 4.39 sym/s | Total: 25.5s | ETA: 8.0m [2025-10-09T22:45:28.622054] [INFO ] [sig ] [113/2211] Forecasting AORT... [2025-10-09T22:45:28.622108] [INFO ] [sig ] Generating forecast for: AORT [2025-10-09T22:45:28.622141] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AORT' from 'https://tdm.silogroup.org/data/derivative_storage/AORT.csv'. [2025-10-09T22:45:28.632747] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AORT'. [2025-10-09T22:45:28.633122] [INFO ] [FORECASTER] Starting predict_future for AORT [2025-10-09T22:45:28.660042] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:28.660775] [DEBUG] [LOCAL ] No optimal features file found for AORT: ./output/feature-sets/AORT.txt [2025-10-09T22:45:28.660834] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:28.660868] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:28.660895] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:28.660951] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:28.679619] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:28.680214] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:28.680298] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:28.680341] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:28.710979] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:28.711088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:28.711124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:28.711153] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:28.714500] [DEBUG] [FORECASTER] AORT: Forecast T+1@11:T+2@11: DOWN (p=44.49%) [2025-10-09T22:45:28.714816] [INFO ] [FORECASTER] Completed predict_future for AORT [2025-10-09T22:45:28.714963] [INFO ] [sig ] AORT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:28.860443] [INFO ] [LOCAL ] Saved forecast: AORT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AORT.txt [2025-10-09T22:45:28.860709] [WARN ] [sig ] [113/2211] Failed AORT after 0.2s | 4.39 sym/s | Total: 25.7s | ETA: 8.0m [2025-10-09T22:45:28.860794] [INFO ] [sig ] [114/2211] Forecasting AOS... [2025-10-09T22:45:28.860835] [INFO ] [sig ] Generating forecast for: AOS [2025-10-09T22:45:28.860868] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AOS' from 'https://tdm.silogroup.org/data/derivative_storage/AOS.csv'. [2025-10-09T22:45:28.871460] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AOS'. [2025-10-09T22:45:28.871811] [INFO ] [FORECASTER] Starting predict_future for AOS [2025-10-09T22:45:28.897156] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:28.897950] [DEBUG] [LOCAL ] No optimal features file found for AOS: ./output/feature-sets/AOS.txt [2025-10-09T22:45:28.898006] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:28.898041] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:28.898069] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:28.898126] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:28.915501] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:28.916171] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:28.916259] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:28.916295] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:28.956203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:28.956339] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:28.956382] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:28.956412] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:28.960022] [DEBUG] [FORECASTER] AOS: Forecast T+1@11:T+2@11: UP (p=97.26%) [2025-10-09T22:45:28.960316] [INFO ] [FORECASTER] Completed predict_future for AOS [2025-10-09T22:45:28.960458] [INFO ] [sig ] AOS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:29.104378] [INFO ] [LOCAL ] Saved forecast: AOS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AOS.txt [2025-10-09T22:45:29.104579] [WARN ] [sig ] [114/2211] Failed AOS after 0.2s | 4.39 sym/s | Total: 26.0s | ETA: 8.0m [2025-10-09T22:45:29.104676] [INFO ] [sig ] [115/2211] Forecasting AP... [2025-10-09T22:45:29.104727] [INFO ] [sig ] Generating forecast for: AP [2025-10-09T22:45:29.104760] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AP' from 'https://tdm.silogroup.org/data/derivative_storage/AP.csv'. [2025-10-09T22:45:29.109244] [WARN ] [REMOTE ] Historical data not found for symbol 'AP' (404). [2025-10-09T22:45:29.109423] [FATAL] [sig ] AP: No historical data fetched. [2025-10-09T22:45:29.109508] [WARN ] [sig ] [115/2211] Failed AP after 0.0s | 4.43 sym/s | Total: 26.0s | ETA: 7.9m [2025-10-09T22:45:29.109575] [INFO ] [sig ] [116/2211] Forecasting APAM... [2025-10-09T22:45:29.109613] [INFO ] [sig ] Generating forecast for: APAM [2025-10-09T22:45:29.109669] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APAM' from 'https://tdm.silogroup.org/data/derivative_storage/APAM.csv'. [2025-10-09T22:45:29.113475] [WARN ] [REMOTE ] Historical data not found for symbol 'APAM' (404). [2025-10-09T22:45:29.113639] [FATAL] [sig ] APAM: No historical data fetched. [2025-10-09T22:45:29.113741] [WARN ] [sig ] [116/2211] Failed APAM after 0.0s | 4.47 sym/s | Total: 26.0s | ETA: 7.8m [2025-10-09T22:45:29.113808] [INFO ] [sig ] [117/2211] Forecasting APD... [2025-10-09T22:45:29.113847] [INFO ] [sig ] Generating forecast for: APD [2025-10-09T22:45:29.113877] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APD' from 'https://tdm.silogroup.org/data/derivative_storage/APD.csv'. [2025-10-09T22:45:29.123851] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'APD'. [2025-10-09T22:45:29.124118] [INFO ] [FORECASTER] Starting predict_future for APD [2025-10-09T22:45:29.149447] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:29.150275] [DEBUG] [LOCAL ] No optimal features file found for APD: ./output/feature-sets/APD.txt [2025-10-09T22:45:29.150331] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:29.150364] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:29.150392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:29.150449] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:29.168247] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:29.168834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:29.168934] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:29.168974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:29.204853] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:29.204972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:29.205009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:29.205037] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:29.208270] [DEBUG] [FORECASTER] APD: Forecast T+1@11:T+2@11: UP (p=98.95%) [2025-10-09T22:45:29.208535] [INFO ] [FORECASTER] Completed predict_future for APD [2025-10-09T22:45:29.208841] [INFO ] [sig ] APD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:29.359970] [INFO ] [LOCAL ] Saved forecast: APD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/APD.txt [2025-10-09T22:45:29.360279] [WARN ] [sig ] [117/2211] Failed APD after 0.2s | 4.46 sym/s | Total: 26.2s | ETA: 7.8m [2025-10-09T22:45:29.360366] [INFO ] [sig ] [118/2211] Forecasting APG... [2025-10-09T22:45:29.360428] [INFO ] [sig ] Generating forecast for: APG [2025-10-09T22:45:29.360469] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APG' from 'https://tdm.silogroup.org/data/derivative_storage/APG.csv'. [2025-10-09T22:45:29.365796] [WARN ] [REMOTE ] Historical data not found for symbol 'APG' (404). [2025-10-09T22:45:29.366001] [FATAL] [sig ] APG: No historical data fetched. [2025-10-09T22:45:29.366086] [WARN ] [sig ] [118/2211] Failed APG after 0.0s | 4.50 sym/s | Total: 26.2s | ETA: 7.8m [2025-10-09T22:45:29.366151] [INFO ] [sig ] [119/2211] Forecasting APH... [2025-10-09T22:45:29.366191] [INFO ] [sig ] Generating forecast for: APH [2025-10-09T22:45:29.366221] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APH' from 'https://tdm.silogroup.org/data/derivative_storage/APH.csv'. [2025-10-09T22:45:29.375714] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'APH'. [2025-10-09T22:45:29.376120] [INFO ] [FORECASTER] Starting predict_future for APH [2025-10-09T22:45:29.402201] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:29.402958] [DEBUG] [LOCAL ] No optimal features file found for APH: ./output/feature-sets/APH.txt [2025-10-09T22:45:29.403017] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:29.403052] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:29.403079] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:29.403135] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:29.421306] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:29.421887] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:29.421970] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:29.422003] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:29.460541] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:29.460751] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:29.460808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:29.460839] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:29.464495] [DEBUG] [FORECASTER] APH: Forecast T+1@11:T+2@11: DOWN (p=39.63%) [2025-10-09T22:45:29.464827] [INFO ] [FORECASTER] Completed predict_future for APH [2025-10-09T22:45:29.464983] [INFO ] [sig ] APH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:29.607928] [INFO ] [LOCAL ] Saved forecast: APH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/APH.txt [2025-10-09T22:45:29.608160] [WARN ] [sig ] [119/2211] Failed APH after 0.2s | 4.50 sym/s | Total: 26.5s | ETA: 7.8m [2025-10-09T22:45:29.608237] [INFO ] [sig ] [120/2211] Forecasting APLE... [2025-10-09T22:45:29.608275] [INFO ] [sig ] Generating forecast for: APLE [2025-10-09T22:45:29.608306] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APLE' from 'https://tdm.silogroup.org/data/derivative_storage/APLE.csv'. [2025-10-09T22:45:29.618782] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'APLE'. [2025-10-09T22:45:29.619086] [INFO ] [FORECASTER] Starting predict_future for APLE [2025-10-09T22:45:29.644734] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:29.645460] [DEBUG] [LOCAL ] No optimal features file found for APLE: ./output/feature-sets/APLE.txt [2025-10-09T22:45:29.645519] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:29.645552] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:29.645579] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:29.645636] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:29.662961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:29.663498] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:29.663581] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:29.663614] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:29.701444] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:29.701517] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:29.701551] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:29.701580] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:29.704623] [DEBUG] [FORECASTER] APLE: Forecast T+1@11:T+2@11: DOWN (p=0.90%) [2025-10-09T22:45:29.704913] [INFO ] [FORECASTER] Completed predict_future for APLE [2025-10-09T22:45:29.705051] [INFO ] [sig ] APLE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:29.846811] [INFO ] [LOCAL ] Saved forecast: APLE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/APLE.txt [2025-10-09T22:45:29.847018] [WARN ] [sig ] [120/2211] Failed APLE after 0.2s | 4.49 sym/s | Total: 26.7s | ETA: 7.8m [2025-10-09T22:45:29.847090] [INFO ] [sig ] [121/2211] Forecasting APO... [2025-10-09T22:45:29.847128] [INFO ] [sig ] Generating forecast for: APO [2025-10-09T22:45:29.847158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APO' from 'https://tdm.silogroup.org/data/derivative_storage/APO.csv'. [2025-10-09T22:45:29.857385] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'APO'. [2025-10-09T22:45:29.857695] [INFO ] [FORECASTER] Starting predict_future for APO [2025-10-09T22:45:29.882731] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:29.883467] [DEBUG] [LOCAL ] No optimal features file found for APO: ./output/feature-sets/APO.txt [2025-10-09T22:45:29.883526] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:29.883559] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:29.883586] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:29.883661] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:29.900912] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:29.901442] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:29.901522] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:29.901555] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:29.937878] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:29.937955] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:29.937989] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:29.938017] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:29.941002] [DEBUG] [FORECASTER] APO: Forecast T+1@11:T+2@11: DOWN (p=11.19%) [2025-10-09T22:45:29.941257] [INFO ] [FORECASTER] Completed predict_future for APO [2025-10-09T22:45:29.941386] [INFO ] [sig ] APO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:30.087293] [INFO ] [LOCAL ] Saved forecast: APO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/APO.txt [2025-10-09T22:45:30.087623] [WARN ] [sig ] [121/2211] Failed APO after 0.2s | 4.49 sym/s | Total: 27.0s | ETA: 7.8m [2025-10-09T22:45:30.087745] [INFO ] [sig ] [122/2211] Forecasting APOS... [2025-10-09T22:45:30.087800] [INFO ] [sig ] Generating forecast for: APOS [2025-10-09T22:45:30.087843] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APOS' from 'https://tdm.silogroup.org/data/derivative_storage/APOS.csv'. [2025-10-09T22:45:30.099333] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'APOS'. [2025-10-09T22:45:30.099620] [INFO ] [FORECASTER] Starting predict_future for APOS [2025-10-09T22:45:30.124778] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:30.125495] [DEBUG] [LOCAL ] No optimal features file found for APOS: ./output/feature-sets/APOS.txt [2025-10-09T22:45:30.125549] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:30.125581] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:30.125608] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:30.125686] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:30.142892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:30.143420] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:30.143535] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:30.143589] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:30.177511] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:30.177605] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:30.177680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:30.177728] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:30.180754] [DEBUG] [FORECASTER] APOS: Forecast T+1@11:T+2@11: UP (p=91.81%) [2025-10-09T22:45:30.181012] [INFO ] [FORECASTER] Completed predict_future for APOS [2025-10-09T22:45:30.181145] [INFO ] [sig ] APOS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:30.322451] [INFO ] [LOCAL ] Saved forecast: APOS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/APOS.txt [2025-10-09T22:45:30.322671] [WARN ] [sig ] [122/2211] Failed APOS after 0.2s | 4.49 sym/s | Total: 27.2s | ETA: 7.8m [2025-10-09T22:45:30.322748] [INFO ] [sig ] [123/2211] Forecasting APTV... [2025-10-09T22:45:30.322786] [INFO ] [sig ] Generating forecast for: APTV [2025-10-09T22:45:30.322817] [DEBUG] [REMOTE ] Fetching historical data for symbol 'APTV' from 'https://tdm.silogroup.org/data/derivative_storage/APTV.csv'. [2025-10-09T22:45:30.327320] [WARN ] [REMOTE ] Historical data not found for symbol 'APTV' (404). [2025-10-09T22:45:30.327499] [FATAL] [sig ] APTV: No historical data fetched. [2025-10-09T22:45:30.327605] [WARN ] [sig ] [123/2211] Failed APTV after 0.0s | 4.52 sym/s | Total: 27.2s | ETA: 7.7m [2025-10-09T22:45:30.327699] [INFO ] [sig ] [124/2211] Forecasting AQN... [2025-10-09T22:45:30.327740] [INFO ] [sig ] Generating forecast for: AQN [2025-10-09T22:45:30.327771] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AQN' from 'https://tdm.silogroup.org/data/derivative_storage/AQN.csv'. [2025-10-09T22:45:30.331255] [WARN ] [REMOTE ] Historical data not found for symbol 'AQN' (404). [2025-10-09T22:45:30.331422] [FATAL] [sig ] AQN: No historical data fetched. [2025-10-09T22:45:30.331502] [WARN ] [sig ] [124/2211] Failed AQN after 0.0s | 4.56 sym/s | Total: 27.2s | ETA: 7.6m [2025-10-09T22:45:30.331569] [INFO ] [sig ] [125/2211] Forecasting AQNB... [2025-10-09T22:45:30.331607] [INFO ] [sig ] Generating forecast for: AQNB [2025-10-09T22:45:30.331636] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AQNB' from 'https://tdm.silogroup.org/data/derivative_storage/AQNB.csv'. [2025-10-09T22:45:30.340150] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AQNB'. [2025-10-09T22:45:30.340418] [INFO ] [FORECASTER] Starting predict_future for AQNB [2025-10-09T22:45:30.365553] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:30.366301] [DEBUG] [LOCAL ] No optimal features file found for AQNB: ./output/feature-sets/AQNB.txt [2025-10-09T22:45:30.366360] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:30.366394] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:30.366421] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:30.366495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:30.383746] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:30.384322] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:30.384404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:30.384438] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:30.417993] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:30.418075] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:30.418110] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:30.418138] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:30.421165] [DEBUG] [FORECASTER] AQNB: Forecast T+1@11:T+2@11: UP (p=50.43%) [2025-10-09T22:45:30.421424] [INFO ] [FORECASTER] Completed predict_future for AQNB [2025-10-09T22:45:30.421556] [INFO ] [sig ] AQNB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:30.563138] [INFO ] [LOCAL ] Saved forecast: AQNB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AQNB.txt [2025-10-09T22:45:30.563339] [WARN ] [sig ] [125/2211] Failed AQNB after 0.2s | 4.56 sym/s | Total: 27.4s | ETA: 7.6m [2025-10-09T22:45:30.563413] [INFO ] [sig ] [126/2211] Forecasting AR... [2025-10-09T22:45:30.563452] [INFO ] [sig ] Generating forecast for: AR [2025-10-09T22:45:30.563482] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AR' from 'https://tdm.silogroup.org/data/derivative_storage/AR.csv'. [2025-10-09T22:45:30.567907] [WARN ] [REMOTE ] Historical data not found for symbol 'AR' (404). [2025-10-09T22:45:30.568088] [FATAL] [sig ] AR: No historical data fetched. [2025-10-09T22:45:30.568172] [WARN ] [sig ] [126/2211] Failed AR after 0.0s | 4.59 sym/s | Total: 27.4s | ETA: 7.6m [2025-10-09T22:45:30.568238] [INFO ] [sig ] [127/2211] Forecasting ARCO... [2025-10-09T22:45:30.568277] [INFO ] [sig ] Generating forecast for: ARCO [2025-10-09T22:45:30.568306] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARCO' from 'https://tdm.silogroup.org/data/derivative_storage/ARCO.csv'. [2025-10-09T22:45:30.577387] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARCO'. [2025-10-09T22:45:30.577686] [INFO ] [FORECASTER] Starting predict_future for ARCO [2025-10-09T22:45:30.602831] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:30.603522] [DEBUG] [LOCAL ] No optimal features file found for ARCO: ./output/feature-sets/ARCO.txt [2025-10-09T22:45:30.603575] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:30.603607] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:30.603633] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:30.603728] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:30.620866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:30.621390] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:30.621471] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:30.621504] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:30.655245] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:30.655317] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:30.655351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:30.655379] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:30.658436] [DEBUG] [FORECASTER] ARCO: Forecast T+1@11:T+2@11: DOWN (p=38.72%) [2025-10-09T22:45:30.658722] [INFO ] [FORECASTER] Completed predict_future for ARCO [2025-10-09T22:45:30.658863] [INFO ] [sig ] ARCO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:30.800079] [INFO ] [LOCAL ] Saved forecast: ARCO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ARCO.txt [2025-10-09T22:45:30.800309] [WARN ] [sig ] [127/2211] Failed ARCO after 0.2s | 4.59 sym/s | Total: 27.7s | ETA: 7.6m [2025-10-09T22:45:30.800385] [INFO ] [sig ] [128/2211] Forecasting ARDC... [2025-10-09T22:45:30.800423] [INFO ] [sig ] Generating forecast for: ARDC [2025-10-09T22:45:30.800455] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARDC' from 'https://tdm.silogroup.org/data/derivative_storage/ARDC.csv'. [2025-10-09T22:45:30.805150] [WARN ] [REMOTE ] Historical data not found for symbol 'ARDC' (404). [2025-10-09T22:45:30.805334] [FATAL] [sig ] ARDC: No historical data fetched. [2025-10-09T22:45:30.805421] [WARN ] [sig ] [128/2211] Failed ARDC after 0.0s | 4.63 sym/s | Total: 27.7s | ETA: 7.5m [2025-10-09T22:45:30.805489] [INFO ] [sig ] [129/2211] Forecasting ARDT... [2025-10-09T22:45:30.805530] [INFO ] [sig ] Generating forecast for: ARDT [2025-10-09T22:45:30.805562] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARDT' from 'https://tdm.silogroup.org/data/derivative_storage/ARDT.csv'. [2025-10-09T22:45:30.814946] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARDT'. [2025-10-09T22:45:30.815289] [INFO ] [FORECASTER] Starting predict_future for ARDT [2025-10-09T22:45:30.840526] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:30.841243] [DEBUG] [LOCAL ] No optimal features file found for ARDT: ./output/feature-sets/ARDT.txt [2025-10-09T22:45:30.841297] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:30.841330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:30.841356] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:30.841411] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:30.863080] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:30.863813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:30.863913] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:30.863966] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:30.901104] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:30.901183] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:30.901218] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:30.901246] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:30.904261] [DEBUG] [FORECASTER] ARDT: Forecast T+1@11:T+2@11: UP (p=73.33%) [2025-10-09T22:45:30.904517] [INFO ] [FORECASTER] Completed predict_future for ARDT [2025-10-09T22:45:30.904692] [INFO ] [sig ] ARDT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:31.045740] [INFO ] [LOCAL ] Saved forecast: ARDT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ARDT.txt [2025-10-09T22:45:31.046008] [WARN ] [sig ] [129/2211] Failed ARDT after 0.2s | 4.62 sym/s | Total: 27.9s | ETA: 7.5m [2025-10-09T22:45:31.046090] [INFO ] [sig ] [130/2211] Forecasting ARE... [2025-10-09T22:45:31.046129] [INFO ] [sig ] Generating forecast for: ARE [2025-10-09T22:45:31.046160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARE' from 'https://tdm.silogroup.org/data/derivative_storage/ARE.csv'. [2025-10-09T22:45:31.056293] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARE'. [2025-10-09T22:45:31.056556] [INFO ] [FORECASTER] Starting predict_future for ARE [2025-10-09T22:45:31.081970] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:31.082661] [DEBUG] [LOCAL ] No optimal features file found for ARE: ./output/feature-sets/ARE.txt [2025-10-09T22:45:31.082721] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:31.082755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:31.082798] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:31.082856] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:31.100162] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:31.100722] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:31.100806] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:31.100840] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:31.137858] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:31.137941] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:31.137977] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:31.138006] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:31.141065] [DEBUG] [FORECASTER] ARE: Forecast T+1@11:T+2@11: DOWN (p=43.71%) [2025-10-09T22:45:31.141328] [INFO ] [FORECASTER] Completed predict_future for ARE [2025-10-09T22:45:31.141458] [INFO ] [sig ] ARE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:31.282882] [INFO ] [LOCAL ] Saved forecast: ARE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ARE.txt [2025-10-09T22:45:31.283091] [WARN ] [sig ] [130/2211] Failed ARE after 0.2s | 4.62 sym/s | Total: 28.1s | ETA: 7.5m [2025-10-09T22:45:31.283167] [INFO ] [sig ] [131/2211] Forecasting ARES... [2025-10-09T22:45:31.283205] [INFO ] [sig ] Generating forecast for: ARES [2025-10-09T22:45:31.283235] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARES' from 'https://tdm.silogroup.org/data/derivative_storage/ARES.csv'. [2025-10-09T22:45:31.294664] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARES'. [2025-10-09T22:45:31.295089] [INFO ] [FORECASTER] Starting predict_future for ARES [2025-10-09T22:45:31.320794] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:31.321555] [DEBUG] [LOCAL ] No optimal features file found for ARES: ./output/feature-sets/ARES.txt [2025-10-09T22:45:31.321610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:31.321669] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:31.321721] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:31.321781] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:31.340039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:31.340781] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:31.340871] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:31.340905] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:31.376128] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:31.376248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:31.376285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:31.376313] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:31.379661] [DEBUG] [FORECASTER] ARES: Forecast T+1@11:T+2@11: DOWN (p=49.99%) [2025-10-09T22:45:31.379954] [INFO ] [FORECASTER] Completed predict_future for ARES [2025-10-09T22:45:31.380101] [INFO ] [sig ] ARES: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:31.526068] [INFO ] [LOCAL ] Saved forecast: ARES 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ARES.txt [2025-10-09T22:45:31.526345] [WARN ] [sig ] [131/2211] Failed ARES after 0.2s | 4.61 sym/s | Total: 28.4s | ETA: 7.5m [2025-10-09T22:45:31.526430] [INFO ] [sig ] [132/2211] Forecasting ARI... [2025-10-09T22:45:31.526469] [INFO ] [sig ] Generating forecast for: ARI [2025-10-09T22:45:31.526501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARI' from 'https://tdm.silogroup.org/data/derivative_storage/ARI.csv'. [2025-10-09T22:45:31.536948] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARI'. [2025-10-09T22:45:31.537279] [INFO ] [FORECASTER] Starting predict_future for ARI [2025-10-09T22:45:31.562827] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:31.563593] [DEBUG] [LOCAL ] No optimal features file found for ARI: ./output/feature-sets/ARI.txt [2025-10-09T22:45:31.563670] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:31.563725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:31.563756] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:31.563813] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:31.581148] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:31.581825] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:31.581911] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:31.581945] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:31.619362] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:31.619554] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:31.619597] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:31.619626] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:31.623212] [DEBUG] [FORECASTER] ARI: Forecast T+1@11:T+2@11: DOWN (p=5.65%) [2025-10-09T22:45:31.623494] [INFO ] [FORECASTER] Completed predict_future for ARI [2025-10-09T22:45:31.623635] [INFO ] [sig ] ARI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:31.773754] [INFO ] [LOCAL ] Saved forecast: ARI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ARI.txt [2025-10-09T22:45:31.774087] [WARN ] [sig ] [132/2211] Failed ARI after 0.2s | 4.61 sym/s | Total: 28.6s | ETA: 7.5m [2025-10-09T22:45:31.774190] [INFO ] [sig ] [133/2211] Forecasting ARIS... [2025-10-09T22:45:31.774263] [INFO ] [sig ] Generating forecast for: ARIS [2025-10-09T22:45:31.774327] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARIS' from 'https://tdm.silogroup.org/data/derivative_storage/ARIS.csv'. [2025-10-09T22:45:31.787790] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARIS'. [2025-10-09T22:45:31.788353] [INFO ] [FORECASTER] Starting predict_future for ARIS [2025-10-09T22:45:31.822492] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:31.823332] [DEBUG] [LOCAL ] No optimal features file found for ARIS: ./output/feature-sets/ARIS.txt [2025-10-09T22:45:31.823388] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:31.823424] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:31.823453] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:31.823510] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:31.841571] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:31.842487] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:31.842579] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:31.842613] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:31.884625] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:31.884813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:31.884865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:31.884897] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:31.888609] [DEBUG] [FORECASTER] ARIS: Forecast T+1@11:T+2@11: DOWN (p=3.14%) [2025-10-09T22:45:31.888975] [INFO ] [FORECASTER] Completed predict_future for ARIS [2025-10-09T22:45:31.889123] [INFO ] [sig ] ARIS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:32.032443] [INFO ] [LOCAL ] Saved forecast: ARIS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ARIS.txt [2025-10-09T22:45:32.032711] [WARN ] [sig ] [133/2211] Failed ARIS after 0.3s | 4.60 sym/s | Total: 28.9s | ETA: 7.5m [2025-10-09T22:45:32.032793] [INFO ] [sig ] [134/2211] Forecasting ARLO... [2025-10-09T22:45:32.032832] [INFO ] [sig ] Generating forecast for: ARLO [2025-10-09T22:45:32.032863] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARLO' from 'https://tdm.silogroup.org/data/derivative_storage/ARLO.csv'. [2025-10-09T22:45:32.043855] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARLO'. [2025-10-09T22:45:32.044135] [INFO ] [FORECASTER] Starting predict_future for ARLO [2025-10-09T22:45:32.069346] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:32.070098] [DEBUG] [LOCAL ] No optimal features file found for ARLO: ./output/feature-sets/ARLO.txt [2025-10-09T22:45:32.070153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:32.070186] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:32.070214] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:32.070271] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:32.087884] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:32.088445] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:32.088525] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:32.088559] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:32.126392] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:32.126466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:32.126502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:32.126529] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:32.130816] [DEBUG] [FORECASTER] ARLO: Forecast T+1@11:T+2@11: DOWN (p=27.91%) [2025-10-09T22:45:32.131073] [INFO ] [FORECASTER] Completed predict_future for ARLO [2025-10-09T22:45:32.131204] [INFO ] [sig ] ARLO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:32.273271] [INFO ] [LOCAL ] Saved forecast: ARLO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ARLO.txt [2025-10-09T22:45:32.273445] [WARN ] [sig ] [134/2211] Failed ARLO after 0.2s | 4.60 sym/s | Total: 29.1s | ETA: 7.5m [2025-10-09T22:45:32.273519] [INFO ] [sig ] [135/2211] Forecasting ARMK... [2025-10-09T22:45:32.273558] [INFO ] [sig ] Generating forecast for: ARMK [2025-10-09T22:45:32.273589] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARMK' from 'https://tdm.silogroup.org/data/derivative_storage/ARMK.csv'. [2025-10-09T22:45:32.283568] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARMK'. [2025-10-09T22:45:32.283856] [INFO ] [FORECASTER] Starting predict_future for ARMK [2025-10-09T22:45:32.309068] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:32.309787] [DEBUG] [LOCAL ] No optimal features file found for ARMK: ./output/feature-sets/ARMK.txt [2025-10-09T22:45:32.309844] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:32.309878] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:32.309906] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:32.309963] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:32.327510] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:32.328102] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:32.328182] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:32.328216] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:32.367748] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:32.367830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:32.367892] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:32.367922] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:32.371003] [DEBUG] [FORECASTER] ARMK: Forecast T+1@11:T+2@11: DOWN (p=20.23%) [2025-10-09T22:45:32.371260] [INFO ] [FORECASTER] Completed predict_future for ARMK [2025-10-09T22:45:32.371393] [INFO ] [sig ] ARMK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:32.514501] [INFO ] [LOCAL ] Saved forecast: ARMK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ARMK.txt [2025-10-09T22:45:32.514721] [WARN ] [sig ] [135/2211] Failed ARMK after 0.2s | 4.60 sym/s | Total: 29.4s | ETA: 7.5m [2025-10-09T22:45:32.514799] [INFO ] [sig ] [136/2211] Forecasting AROC... [2025-10-09T22:45:32.514838] [INFO ] [sig ] Generating forecast for: AROC [2025-10-09T22:45:32.514869] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AROC' from 'https://tdm.silogroup.org/data/derivative_storage/AROC.csv'. [2025-10-09T22:45:32.524759] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AROC'. [2025-10-09T22:45:32.525019] [INFO ] [FORECASTER] Starting predict_future for AROC [2025-10-09T22:45:32.550413] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:32.551129] [DEBUG] [LOCAL ] No optimal features file found for AROC: ./output/feature-sets/AROC.txt [2025-10-09T22:45:32.551183] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:32.551214] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:32.551241] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:32.551297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:32.568622] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:32.569191] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:32.569271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:32.569305] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:32.604122] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:32.604220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:32.604264] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:32.604300] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:32.607410] [DEBUG] [FORECASTER] AROC: Forecast T+1@11:T+2@11: DOWN (p=2.61%) [2025-10-09T22:45:32.607749] [INFO ] [FORECASTER] Completed predict_future for AROC [2025-10-09T22:45:32.607891] [INFO ] [sig ] AROC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:32.750772] [INFO ] [LOCAL ] Saved forecast: AROC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AROC.txt [2025-10-09T22:45:32.750959] [WARN ] [sig ] [136/2211] Failed AROC after 0.2s | 4.59 sym/s | Total: 29.6s | ETA: 7.5m [2025-10-09T22:45:32.751034] [INFO ] [sig ] [137/2211] Forecasting ARR... [2025-10-09T22:45:32.751072] [INFO ] [sig ] Generating forecast for: ARR [2025-10-09T22:45:32.751103] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARR' from 'https://tdm.silogroup.org/data/derivative_storage/ARR.csv'. [2025-10-09T22:45:32.760914] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARR'. [2025-10-09T22:45:32.761170] [INFO ] [FORECASTER] Starting predict_future for ARR [2025-10-09T22:45:32.786516] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:32.787258] [DEBUG] [LOCAL ] No optimal features file found for ARR: ./output/feature-sets/ARR.txt [2025-10-09T22:45:32.787313] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:32.787346] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:32.787391] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:32.787449] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:32.805058] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:32.805592] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:32.805697] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:32.805748] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:32.841911] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:32.842106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:32.842151] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:32.842181] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:32.845869] [DEBUG] [FORECASTER] ARR: Forecast T+1@11:T+2@11: UP (p=93.46%) [2025-10-09T22:45:32.846213] [INFO ] [FORECASTER] Completed predict_future for ARR [2025-10-09T22:45:32.846362] [INFO ] [sig ] ARR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:32.995802] [INFO ] [LOCAL ] Saved forecast: ARR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ARR.txt [2025-10-09T22:45:32.996049] [WARN ] [sig ] [137/2211] Failed ARR after 0.2s | 4.59 sym/s | Total: 29.9s | ETA: 7.5m [2025-10-09T22:45:32.996148] [INFO ] [sig ] [138/2211] Forecasting ARW... [2025-10-09T22:45:32.996203] [INFO ] [sig ] Generating forecast for: ARW [2025-10-09T22:45:32.996237] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ARW' from 'https://tdm.silogroup.org/data/derivative_storage/ARW.csv'. [2025-10-09T22:45:33.007507] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ARW'. [2025-10-09T22:45:33.007843] [INFO ] [FORECASTER] Starting predict_future for ARW [2025-10-09T22:45:33.033382] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:33.034115] [DEBUG] [LOCAL ] No optimal features file found for ARW: ./output/feature-sets/ARW.txt [2025-10-09T22:45:33.034171] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:33.034216] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:33.034270] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:33.034332] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:33.051855] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:33.052417] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:33.052563] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:33.052617] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:33.088512] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:33.088593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:33.088630] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:33.088695] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:33.091819] [DEBUG] [FORECASTER] ARW: Forecast T+1@11:T+2@11: UP (p=99.48%) [2025-10-09T22:45:33.092082] [INFO ] [FORECASTER] Completed predict_future for ARW [2025-10-09T22:45:33.092214] [INFO ] [sig ] ARW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:33.236987] [INFO ] [LOCAL ] Saved forecast: ARW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ARW.txt [2025-10-09T22:45:33.237196] [WARN ] [sig ] [138/2211] Failed ARW after 0.2s | 4.58 sym/s | Total: 30.1s | ETA: 7.5m [2025-10-09T22:45:33.237273] [INFO ] [sig ] [139/2211] Forecasting AS... [2025-10-09T22:45:33.237312] [INFO ] [sig ] Generating forecast for: AS [2025-10-09T22:45:33.237343] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AS' from 'https://tdm.silogroup.org/data/derivative_storage/AS.csv'. [2025-10-09T22:45:33.248160] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'AS'. [2025-10-09T22:45:33.248567] [INFO ] [FORECASTER] Starting predict_future for AS [2025-10-09T22:45:33.274607] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:33.275404] [DEBUG] [LOCAL ] No optimal features file found for AS: ./output/feature-sets/AS.txt [2025-10-09T22:45:33.275502] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:33.275543] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:33.275571] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:33.275627] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:33.293142] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:33.293802] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:33.293890] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:33.293924] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:33.330618] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:33.330811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:33.330858] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:33.330888] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:33.334487] [DEBUG] [FORECASTER] AS: Forecast T+1@11:T+2@11: UP (p=77.59%) [2025-10-09T22:45:33.334822] [INFO ] [FORECASTER] Completed predict_future for AS [2025-10-09T22:45:33.334971] [INFO ] [sig ] AS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:33.482549] [INFO ] [LOCAL ] Saved forecast: AS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AS.txt [2025-10-09T22:45:33.482804] [WARN ] [sig ] [139/2211] Failed AS after 0.2s | 4.58 sym/s | Total: 30.3s | ETA: 7.5m [2025-10-09T22:45:33.482886] [INFO ] [sig ] [140/2211] Forecasting ASA... [2025-10-09T22:45:33.482925] [INFO ] [sig ] Generating forecast for: ASA [2025-10-09T22:45:33.482956] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASA' from 'https://tdm.silogroup.org/data/derivative_storage/ASA.csv'. [2025-10-09T22:45:33.492350] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASA'. [2025-10-09T22:45:33.492618] [INFO ] [FORECASTER] Starting predict_future for ASA [2025-10-09T22:45:33.519203] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:33.519976] [DEBUG] [LOCAL ] No optimal features file found for ASA: ./output/feature-sets/ASA.txt [2025-10-09T22:45:33.520039] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:33.520074] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:33.520102] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:33.520159] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:33.538624] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:33.539338] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:33.539452] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:33.539519] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:33.575561] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:33.575756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:33.575808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:33.575838] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:33.579589] [DEBUG] [FORECASTER] ASA: Forecast T+1@11:T+2@11: UP (p=61.74%) [2025-10-09T22:45:33.579909] [INFO ] [FORECASTER] Completed predict_future for ASA [2025-10-09T22:45:33.580059] [INFO ] [sig ] ASA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:33.732317] [INFO ] [LOCAL ] Saved forecast: ASA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ASA.txt [2025-10-09T22:45:33.732565] [WARN ] [sig ] [140/2211] Failed ASA after 0.2s | 4.58 sym/s | Total: 30.6s | ETA: 7.5m [2025-10-09T22:45:33.732666] [INFO ] [sig ] [141/2211] Forecasting ASAN... [2025-10-09T22:45:33.732722] [INFO ] [sig ] Generating forecast for: ASAN [2025-10-09T22:45:33.732755] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASAN' from 'https://tdm.silogroup.org/data/derivative_storage/ASAN.csv'. [2025-10-09T22:45:33.743866] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASAN'. [2025-10-09T22:45:33.744264] [INFO ] [FORECASTER] Starting predict_future for ASAN [2025-10-09T22:45:33.771580] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:33.772339] [DEBUG] [LOCAL ] No optimal features file found for ASAN: ./output/feature-sets/ASAN.txt [2025-10-09T22:45:33.772395] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:33.772429] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:33.772458] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:33.772515] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:33.791109] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:33.791692] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:33.791779] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:33.791813] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:33.824942] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:33.825071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:33.825150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:33.825226] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:33.828779] [DEBUG] [FORECASTER] ASAN: Forecast T+1@11:T+2@11: DOWN (p=0.77%) [2025-10-09T22:45:33.829058] [INFO ] [FORECASTER] Completed predict_future for ASAN [2025-10-09T22:45:33.829197] [INFO ] [sig ] ASAN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:33.982105] [INFO ] [LOCAL ] Saved forecast: ASAN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASAN.txt [2025-10-09T22:45:33.982393] [WARN ] [sig ] [141/2211] Failed ASAN after 0.2s | 4.57 sym/s | Total: 30.8s | ETA: 7.5m [2025-10-09T22:45:33.982474] [INFO ] [sig ] [142/2211] Forecasting ASB... [2025-10-09T22:45:33.982515] [INFO ] [sig ] Generating forecast for: ASB [2025-10-09T22:45:33.982548] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASB' from 'https://tdm.silogroup.org/data/derivative_storage/ASB.csv'. [2025-10-09T22:45:33.992859] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASB'. [2025-10-09T22:45:33.993129] [INFO ] [FORECASTER] Starting predict_future for ASB [2025-10-09T22:45:34.018630] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:34.019336] [DEBUG] [LOCAL ] No optimal features file found for ASB: ./output/feature-sets/ASB.txt [2025-10-09T22:45:34.019390] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:34.019423] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:34.019450] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:34.019506] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:34.037165] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:34.037833] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:34.037941] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:34.037994] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:34.071394] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:34.071476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:34.071532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:34.072059] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:34.075786] [DEBUG] [FORECASTER] ASB: Forecast T+1@11:T+2@11: UP (p=95.91%) [2025-10-09T22:45:34.076093] [INFO ] [FORECASTER] Completed predict_future for ASB [2025-10-09T22:45:34.076229] [INFO ] [sig ] ASB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:34.220226] [INFO ] [LOCAL ] Saved forecast: ASB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ASB.txt [2025-10-09T22:45:34.220413] [WARN ] [sig ] [142/2211] Failed ASB after 0.2s | 4.57 sym/s | Total: 31.1s | ETA: 7.5m [2025-10-09T22:45:34.220487] [INFO ] [sig ] [143/2211] Forecasting ASBA... [2025-10-09T22:45:34.220526] [INFO ] [sig ] Generating forecast for: ASBA [2025-10-09T22:45:34.220556] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASBA' from 'https://tdm.silogroup.org/data/derivative_storage/ASBA.csv'. [2025-10-09T22:45:34.229927] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASBA'. [2025-10-09T22:45:34.230199] [INFO ] [FORECASTER] Starting predict_future for ASBA [2025-10-09T22:45:34.255332] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:34.256062] [DEBUG] [LOCAL ] No optimal features file found for ASBA: ./output/feature-sets/ASBA.txt [2025-10-09T22:45:34.256118] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:34.256151] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:34.256179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:34.256236] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:34.274128] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:34.274682] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:34.274766] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:34.274800] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:34.303680] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:34.303755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:34.303790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:34.303818] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:34.306798] [DEBUG] [FORECASTER] ASBA: Forecast T+1@11:T+2@11: DOWN (p=36.11%) [2025-10-09T22:45:34.307052] [INFO ] [FORECASTER] Completed predict_future for ASBA [2025-10-09T22:45:34.307183] [INFO ] [sig ] ASBA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:34.451362] [INFO ] [LOCAL ] Saved forecast: ASBA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASBA.txt [2025-10-09T22:45:34.451567] [WARN ] [sig ] [143/2211] Failed ASBA after 0.2s | 4.57 sym/s | Total: 31.3s | ETA: 7.5m [2025-10-09T22:45:34.451662] [INFO ] [sig ] [144/2211] Forecasting ASC... [2025-10-09T22:45:34.451719] [INFO ] [sig ] Generating forecast for: ASC [2025-10-09T22:45:34.451753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASC' from 'https://tdm.silogroup.org/data/derivative_storage/ASC.csv'. [2025-10-09T22:45:34.461952] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASC'. [2025-10-09T22:45:34.462211] [INFO ] [FORECASTER] Starting predict_future for ASC [2025-10-09T22:45:34.487510] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:34.488259] [DEBUG] [LOCAL ] No optimal features file found for ASC: ./output/feature-sets/ASC.txt [2025-10-09T22:45:34.488318] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:34.488352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:34.488380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:34.488452] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:34.506087] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:34.506619] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:34.506722] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:34.506764] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:34.561587] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:34.561689] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:34.561738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:34.561768] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:34.564849] [DEBUG] [FORECASTER] ASC: Forecast T+1@11:T+2@11: DOWN (p=25.52%) [2025-10-09T22:45:34.565137] [INFO ] [FORECASTER] Completed predict_future for ASC [2025-10-09T22:45:34.565271] [INFO ] [sig ] ASC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:34.708474] [INFO ] [LOCAL ] Saved forecast: ASC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASC.txt [2025-10-09T22:45:34.708699] [WARN ] [sig ] [144/2211] Failed ASC after 0.3s | 4.56 sym/s | Total: 31.6s | ETA: 7.6m [2025-10-09T22:45:34.708778] [INFO ] [sig ] [145/2211] Forecasting ASG... [2025-10-09T22:45:34.708817] [INFO ] [sig ] Generating forecast for: ASG [2025-10-09T22:45:34.708848] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASG' from 'https://tdm.silogroup.org/data/derivative_storage/ASG.csv'. [2025-10-09T22:45:34.720563] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASG'. [2025-10-09T22:45:34.720926] [INFO ] [FORECASTER] Starting predict_future for ASG [2025-10-09T22:45:34.746269] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:34.746998] [DEBUG] [LOCAL ] No optimal features file found for ASG: ./output/feature-sets/ASG.txt [2025-10-09T22:45:34.747058] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:34.747092] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:34.747120] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:34.747177] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:34.764353] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:34.764948] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:34.765031] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:34.765066] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:34.803031] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:34.803117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:34.803153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:34.803182] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:34.806359] [DEBUG] [FORECASTER] ASG: Forecast T+1@11:T+2@11: DOWN (p=31.76%) [2025-10-09T22:45:34.806717] [INFO ] [FORECASTER] Completed predict_future for ASG [2025-10-09T22:45:34.806865] [INFO ] [sig ] ASG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:34.949574] [INFO ] [LOCAL ] Saved forecast: ASG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASG.txt [2025-10-09T22:45:34.949811] [WARN ] [sig ] [145/2211] Failed ASG after 0.2s | 4.56 sym/s | Total: 31.8s | ETA: 7.6m [2025-10-09T22:45:34.949891] [INFO ] [sig ] [146/2211] Forecasting ASGI... [2025-10-09T22:45:34.949930] [INFO ] [sig ] Generating forecast for: ASGI [2025-10-09T22:45:34.949961] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASGI' from 'https://tdm.silogroup.org/data/derivative_storage/ASGI.csv'. [2025-10-09T22:45:34.961566] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASGI'. [2025-10-09T22:45:34.961889] [INFO ] [FORECASTER] Starting predict_future for ASGI [2025-10-09T22:45:34.987462] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:34.988250] [DEBUG] [LOCAL ] No optimal features file found for ASGI: ./output/feature-sets/ASGI.txt [2025-10-09T22:45:34.988309] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:34.988344] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:34.988372] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:34.988428] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:35.006195] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:35.006778] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:35.006860] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:35.006894] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:35.043841] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:35.043917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:35.043952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:35.043980] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:35.046971] [DEBUG] [FORECASTER] ASGI: Forecast T+1@11:T+2@11: DOWN (p=10.21%) [2025-10-09T22:45:35.047229] [INFO ] [FORECASTER] Completed predict_future for ASGI [2025-10-09T22:45:35.047364] [INFO ] [sig ] ASGI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:35.190909] [INFO ] [LOCAL ] Saved forecast: ASGI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASGI.txt [2025-10-09T22:45:35.191110] [WARN ] [sig ] [146/2211] Failed ASGI after 0.2s | 4.55 sym/s | Total: 32.1s | ETA: 7.6m [2025-10-09T22:45:35.191185] [INFO ] [sig ] [147/2211] Forecasting ASGN... [2025-10-09T22:45:35.191224] [INFO ] [sig ] Generating forecast for: ASGN [2025-10-09T22:45:35.191254] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASGN' from 'https://tdm.silogroup.org/data/derivative_storage/ASGN.csv'. [2025-10-09T22:45:35.201543] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASGN'. [2025-10-09T22:45:35.201831] [INFO ] [FORECASTER] Starting predict_future for ASGN [2025-10-09T22:45:35.227086] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:35.227828] [DEBUG] [LOCAL ] No optimal features file found for ASGN: ./output/feature-sets/ASGN.txt [2025-10-09T22:45:35.227882] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:35.227915] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:35.227942] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:35.227999] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:35.245769] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:35.246299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:35.246380] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:35.246413] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:35.281436] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:35.281512] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:35.281546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:35.281574] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:35.284630] [DEBUG] [FORECASTER] ASGN: Forecast T+1@11:T+2@11: DOWN (p=14.33%) [2025-10-09T22:45:35.284916] [INFO ] [FORECASTER] Completed predict_future for ASGN [2025-10-09T22:45:35.285052] [INFO ] [sig ] ASGN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:35.427851] [INFO ] [LOCAL ] Saved forecast: ASGN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASGN.txt [2025-10-09T22:45:35.428069] [WARN ] [sig ] [147/2211] Failed ASGN after 0.2s | 4.55 sym/s | Total: 32.3s | ETA: 7.6m [2025-10-09T22:45:35.428158] [INFO ] [sig ] [148/2211] Forecasting ASH... [2025-10-09T22:45:35.428198] [INFO ] [sig ] Generating forecast for: ASH [2025-10-09T22:45:35.428229] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASH' from 'https://tdm.silogroup.org/data/derivative_storage/ASH.csv'. [2025-10-09T22:45:35.438183] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASH'. [2025-10-09T22:45:35.438449] [INFO ] [FORECASTER] Starting predict_future for ASH [2025-10-09T22:45:35.463788] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:35.464498] [DEBUG] [LOCAL ] No optimal features file found for ASH: ./output/feature-sets/ASH.txt [2025-10-09T22:45:35.464551] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:35.464583] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:35.464610] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:35.464687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:35.482221] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:35.482803] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:35.482885] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:35.482919] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:35.520432] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:35.520509] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:35.520544] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:35.520572] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:35.523595] [DEBUG] [FORECASTER] ASH: Forecast T+1@11:T+2@11: DOWN (p=39.40%) [2025-10-09T22:45:35.523883] [INFO ] [FORECASTER] Completed predict_future for ASH [2025-10-09T22:45:35.524018] [INFO ] [sig ] ASH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:35.672878] [INFO ] [LOCAL ] Saved forecast: ASH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASH.txt [2025-10-09T22:45:35.673133] [WARN ] [sig ] [148/2211] Failed ASH after 0.2s | 4.55 sym/s | Total: 32.5s | ETA: 7.6m [2025-10-09T22:45:35.673214] [INFO ] [sig ] [149/2211] Forecasting ASIX... [2025-10-09T22:45:35.673253] [INFO ] [sig ] Generating forecast for: ASIX [2025-10-09T22:45:35.673284] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASIX' from 'https://tdm.silogroup.org/data/derivative_storage/ASIX.csv'. [2025-10-09T22:45:35.683991] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASIX'. [2025-10-09T22:45:35.684274] [INFO ] [FORECASTER] Starting predict_future for ASIX [2025-10-09T22:45:35.710197] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:35.710940] [DEBUG] [LOCAL ] No optimal features file found for ASIX: ./output/feature-sets/ASIX.txt [2025-10-09T22:45:35.710995] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:35.711028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:35.711056] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:35.711113] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:35.728864] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:35.729529] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:35.729669] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:35.729724] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:35.765833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:35.765913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:35.765968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:35.765998] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:35.769018] [DEBUG] [FORECASTER] ASIX: Forecast T+1@11:T+2@11: DOWN (p=33.60%) [2025-10-09T22:45:35.769275] [INFO ] [FORECASTER] Completed predict_future for ASIX [2025-10-09T22:45:35.769406] [INFO ] [sig ] ASIX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:35.912604] [INFO ] [LOCAL ] Saved forecast: ASIX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASIX.txt [2025-10-09T22:45:35.912851] [WARN ] [sig ] [149/2211] Failed ASIX after 0.2s | 4.55 sym/s | Total: 32.8s | ETA: 7.6m [2025-10-09T22:45:35.912931] [INFO ] [sig ] [150/2211] Forecasting ASPN... [2025-10-09T22:45:35.912970] [INFO ] [sig ] Generating forecast for: ASPN [2025-10-09T22:45:35.913002] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASPN' from 'https://tdm.silogroup.org/data/derivative_storage/ASPN.csv'. [2025-10-09T22:45:35.923768] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASPN'. [2025-10-09T22:45:35.924116] [INFO ] [FORECASTER] Starting predict_future for ASPN [2025-10-09T22:45:35.949778] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:35.950456] [DEBUG] [LOCAL ] No optimal features file found for ASPN: ./output/feature-sets/ASPN.txt [2025-10-09T22:45:35.950510] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:35.950543] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:35.950570] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:35.950626] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:35.967914] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:35.968446] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:35.968527] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:35.968561] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:36.004786] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:36.004866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:36.004900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:36.004928] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:36.007975] [DEBUG] [FORECASTER] ASPN: Forecast T+1@11:T+2@11: DOWN (p=13.12%) [2025-10-09T22:45:36.008250] [INFO ] [FORECASTER] Completed predict_future for ASPN [2025-10-09T22:45:36.008387] [INFO ] [sig ] ASPN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:36.151875] [INFO ] [LOCAL ] Saved forecast: ASPN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ASPN.txt [2025-10-09T22:45:36.152095] [WARN ] [sig ] [150/2211] Failed ASPN after 0.2s | 4.54 sym/s | Total: 33.0s | ETA: 7.6m [2025-10-09T22:45:36.152170] [INFO ] [sig ] [151/2211] Forecasting ASR... [2025-10-09T22:45:36.152208] [INFO ] [sig ] Generating forecast for: ASR [2025-10-09T22:45:36.152239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASR' from 'https://tdm.silogroup.org/data/derivative_storage/ASR.csv'. [2025-10-09T22:45:36.162223] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASR'. [2025-10-09T22:45:36.162483] [INFO ] [FORECASTER] Starting predict_future for ASR [2025-10-09T22:45:36.187681] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:36.188363] [DEBUG] [LOCAL ] No optimal features file found for ASR: ./output/feature-sets/ASR.txt [2025-10-09T22:45:36.188416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:36.188449] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:36.188478] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:36.188550] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:36.206014] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:36.206538] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:36.206621] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:36.206686] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:36.243404] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:36.243482] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:36.243517] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:36.243545] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:36.246617] [DEBUG] [FORECASTER] ASR: Forecast T+1@11:T+2@11: UP (p=96.34%) [2025-10-09T22:45:36.246905] [INFO ] [FORECASTER] Completed predict_future for ASR [2025-10-09T22:45:36.247037] [INFO ] [sig ] ASR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:36.394295] [INFO ] [LOCAL ] Saved forecast: ASR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ASR.txt [2025-10-09T22:45:36.394544] [WARN ] [sig ] [151/2211] Failed ASR after 0.2s | 4.54 sym/s | Total: 33.3s | ETA: 7.6m [2025-10-09T22:45:36.394625] [INFO ] [sig ] [152/2211] Forecasting ASX... [2025-10-09T22:45:36.394712] [INFO ] [sig ] Generating forecast for: ASX [2025-10-09T22:45:36.394759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ASX' from 'https://tdm.silogroup.org/data/derivative_storage/ASX.csv'. [2025-10-09T22:45:36.405932] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ASX'. [2025-10-09T22:45:36.406209] [INFO ] [FORECASTER] Starting predict_future for ASX [2025-10-09T22:45:36.432232] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:36.432965] [DEBUG] [LOCAL ] No optimal features file found for ASX: ./output/feature-sets/ASX.txt [2025-10-09T22:45:36.433024] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:36.433058] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:36.433084] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:36.433141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:36.450677] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:36.451215] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:36.451338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:36.451393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:36.487882] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:36.487968] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:36.488007] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:36.488042] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:36.491327] [DEBUG] [FORECASTER] ASX: Forecast T+1@11:T+2@11: UP (p=95.25%) [2025-10-09T22:45:36.491592] [INFO ] [FORECASTER] Completed predict_future for ASX [2025-10-09T22:45:36.491756] [INFO ] [sig ] ASX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:36.634544] [INFO ] [LOCAL ] Saved forecast: ASX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ASX.txt [2025-10-09T22:45:36.634807] [WARN ] [sig ] [152/2211] Failed ASX after 0.2s | 4.54 sym/s | Total: 33.5s | ETA: 7.6m [2025-10-09T22:45:36.634872] [INFO ] [sig ] [153/2211] Forecasting ATEN... [2025-10-09T22:45:36.634906] [INFO ] [sig ] Generating forecast for: ATEN [2025-10-09T22:45:36.634936] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATEN' from 'https://tdm.silogroup.org/data/derivative_storage/ATEN.csv'. [2025-10-09T22:45:36.645447] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATEN'. [2025-10-09T22:45:36.645796] [INFO ] [FORECASTER] Starting predict_future for ATEN [2025-10-09T22:45:36.671353] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:36.672099] [DEBUG] [LOCAL ] No optimal features file found for ATEN: ./output/feature-sets/ATEN.txt [2025-10-09T22:45:36.672159] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:36.672192] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:36.672219] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:36.672280] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:36.690031] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:36.690566] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:36.690669] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:36.690723] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:36.730292] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:36.730381] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:36.730416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:36.730445] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:36.733605] [DEBUG] [FORECASTER] ATEN: Forecast T+1@11:T+2@11: DOWN (p=42.04%) [2025-10-09T22:45:36.733898] [INFO ] [FORECASTER] Completed predict_future for ATEN [2025-10-09T22:45:36.734034] [INFO ] [sig ] ATEN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:36.877526] [INFO ] [LOCAL ] Saved forecast: ATEN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ATEN.txt [2025-10-09T22:45:36.877791] [WARN ] [sig ] [153/2211] Failed ATEN after 0.2s | 4.53 sym/s | Total: 33.7s | ETA: 7.6m [2025-10-09T22:45:36.877871] [INFO ] [sig ] [154/2211] Forecasting ATGE... [2025-10-09T22:45:36.877911] [INFO ] [sig ] Generating forecast for: ATGE [2025-10-09T22:45:36.877943] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATGE' from 'https://tdm.silogroup.org/data/derivative_storage/ATGE.csv'. [2025-10-09T22:45:36.888052] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATGE'. [2025-10-09T22:45:36.888346] [INFO ] [FORECASTER] Starting predict_future for ATGE [2025-10-09T22:45:36.914047] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:36.914817] [DEBUG] [LOCAL ] No optimal features file found for ATGE: ./output/feature-sets/ATGE.txt [2025-10-09T22:45:36.914872] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:36.914906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:36.914934] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:36.914989] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:36.932638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:36.933207] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:36.933289] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:36.933322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:36.969163] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:36.969262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:36.969297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:36.969324] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:36.972495] [DEBUG] [FORECASTER] ATGE: Forecast T+1@11:T+2@11: UP (p=96.08%) [2025-10-09T22:45:36.972804] [INFO ] [FORECASTER] Completed predict_future for ATGE [2025-10-09T22:45:36.972942] [INFO ] [sig ] ATGE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:37.116383] [INFO ] [LOCAL ] Saved forecast: ATGE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ATGE.txt [2025-10-09T22:45:37.116630] [WARN ] [sig ] [154/2211] Failed ATGE after 0.2s | 4.53 sym/s | Total: 34.0s | ETA: 7.6m [2025-10-09T22:45:37.116738] [INFO ] [sig ] [155/2211] Forecasting ATHM... [2025-10-09T22:45:37.116794] [INFO ] [sig ] Generating forecast for: ATHM [2025-10-09T22:45:37.116827] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATHM' from 'https://tdm.silogroup.org/data/derivative_storage/ATHM.csv'. [2025-10-09T22:45:37.126776] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATHM'. [2025-10-09T22:45:37.127042] [INFO ] [FORECASTER] Starting predict_future for ATHM [2025-10-09T22:45:37.152433] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:37.153254] [DEBUG] [LOCAL ] No optimal features file found for ATHM: ./output/feature-sets/ATHM.txt [2025-10-09T22:45:37.153311] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:37.153345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:37.153372] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:37.153428] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:37.170861] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:37.171398] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:37.171482] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:37.171514] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:37.210814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:37.210915] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:37.210988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:37.211041] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:37.214343] [DEBUG] [FORECASTER] ATHM: Forecast T+1@11:T+2@11: DOWN (p=11.15%) [2025-10-09T22:45:37.214627] [INFO ] [FORECASTER] Completed predict_future for ATHM [2025-10-09T22:45:37.214809] [INFO ] [sig ] ATHM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:37.436807] [INFO ] [LOCAL ] Saved forecast: ATHM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ATHM.txt [2025-10-09T22:45:37.437025] [WARN ] [sig ] [155/2211] Failed ATHM after 0.3s | 4.52 sym/s | Total: 34.3s | ETA: 7.6m [2025-10-09T22:45:37.437103] [INFO ] [sig ] [156/2211] Forecasting ATHS... [2025-10-09T22:45:37.437142] [INFO ] [sig ] Generating forecast for: ATHS [2025-10-09T22:45:37.437172] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATHS' from 'https://tdm.silogroup.org/data/derivative_storage/ATHS.csv'. [2025-10-09T22:45:37.447386] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATHS'. [2025-10-09T22:45:37.447694] [INFO ] [FORECASTER] Starting predict_future for ATHS [2025-10-09T22:45:37.473217] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:37.473974] [DEBUG] [LOCAL ] No optimal features file found for ATHS: ./output/feature-sets/ATHS.txt [2025-10-09T22:45:37.474038] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:37.474133] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:37.474179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:37.474246] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:37.492009] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:37.492553] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:37.492635] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:37.492708] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:37.529579] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:37.529684] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:37.529773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:37.529823] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:37.532907] [DEBUG] [FORECASTER] ATHS: Forecast T+1@11:T+2@11: DOWN (p=0.51%) [2025-10-09T22:45:37.533172] [INFO ] [FORECASTER] Completed predict_future for ATHS [2025-10-09T22:45:37.533304] [INFO ] [sig ] ATHS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:37.677226] [INFO ] [LOCAL ] Saved forecast: ATHS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ATHS.txt [2025-10-09T22:45:37.677425] [WARN ] [sig ] [156/2211] Failed ATHS after 0.2s | 4.52 sym/s | Total: 34.5s | ETA: 7.6m [2025-10-09T22:45:37.677501] [INFO ] [sig ] [157/2211] Forecasting ATI... [2025-10-09T22:45:37.677541] [INFO ] [sig ] Generating forecast for: ATI [2025-10-09T22:45:37.677590] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATI' from 'https://tdm.silogroup.org/data/derivative_storage/ATI.csv'. [2025-10-09T22:45:37.687478] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATI'. [2025-10-09T22:45:37.687797] [INFO ] [FORECASTER] Starting predict_future for ATI [2025-10-09T22:45:37.713145] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:37.713888] [DEBUG] [LOCAL ] No optimal features file found for ATI: ./output/feature-sets/ATI.txt [2025-10-09T22:45:37.713947] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:37.713982] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:37.714010] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:37.714066] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:37.731897] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:37.732434] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:37.732515] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:37.732548] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:37.768886] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:37.768966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:37.769002] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:37.769032] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:37.772102] [DEBUG] [FORECASTER] ATI: Forecast T+1@11:T+2@11: DOWN (p=14.29%) [2025-10-09T22:45:37.772370] [INFO ] [FORECASTER] Completed predict_future for ATI [2025-10-09T22:45:37.772503] [INFO ] [sig ] ATI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:37.915742] [INFO ] [LOCAL ] Saved forecast: ATI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ATI.txt [2025-10-09T22:45:37.915930] [WARN ] [sig ] [157/2211] Failed ATI after 0.2s | 4.51 sym/s | Total: 34.8s | ETA: 7.6m [2025-10-09T22:45:37.916005] [INFO ] [sig ] [158/2211] Forecasting ATKR... [2025-10-09T22:45:37.916045] [INFO ] [sig ] Generating forecast for: ATKR [2025-10-09T22:45:37.916076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATKR' from 'https://tdm.silogroup.org/data/derivative_storage/ATKR.csv'. [2025-10-09T22:45:37.926255] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATKR'. [2025-10-09T22:45:37.926539] [INFO ] [FORECASTER] Starting predict_future for ATKR [2025-10-09T22:45:37.952200] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:37.952949] [DEBUG] [LOCAL ] No optimal features file found for ATKR: ./output/feature-sets/ATKR.txt [2025-10-09T22:45:37.953004] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:37.953038] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:37.953065] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:37.953141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:37.970494] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:37.971068] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:37.971152] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:37.971186] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:38.014587] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:38.014719] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:38.014785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:38.014840] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:38.018780] [DEBUG] [FORECASTER] ATKR: Forecast T+1@11:T+2@11: DOWN (p=6.03%) [2025-10-09T22:45:38.019090] [INFO ] [FORECASTER] Completed predict_future for ATKR [2025-10-09T22:45:38.019253] [INFO ] [sig ] ATKR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:38.163542] [INFO ] [LOCAL ] Saved forecast: ATKR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ATKR.txt [2025-10-09T22:45:38.163809] [WARN ] [sig ] [158/2211] Failed ATKR after 0.2s | 4.51 sym/s | Total: 35.0s | ETA: 7.6m [2025-10-09T22:45:38.163895] [INFO ] [sig ] [159/2211] Forecasting ATMU... [2025-10-09T22:45:38.163935] [INFO ] [sig ] Generating forecast for: ATMU [2025-10-09T22:45:38.163967] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATMU' from 'https://tdm.silogroup.org/data/derivative_storage/ATMU.csv'. [2025-10-09T22:45:38.175987] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATMU'. [2025-10-09T22:45:38.176352] [INFO ] [FORECASTER] Starting predict_future for ATMU [2025-10-09T22:45:38.202228] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:38.202973] [DEBUG] [LOCAL ] No optimal features file found for ATMU: ./output/feature-sets/ATMU.txt [2025-10-09T22:45:38.203028] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:38.203062] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:38.203089] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:38.203145] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:38.220584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:38.221155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:38.221239] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:38.221272] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:38.254952] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:38.255039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:38.255074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:38.255134] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:38.262636] [DEBUG] [FORECASTER] ATMU: Forecast T+1@11:T+2@11: DOWN (p=49.76%) [2025-10-09T22:45:38.262934] [INFO ] [FORECASTER] Completed predict_future for ATMU [2025-10-09T22:45:38.263066] [INFO ] [sig ] ATMU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:38.407891] [INFO ] [LOCAL ] Saved forecast: ATMU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ATMU.txt [2025-10-09T22:45:38.408130] [WARN ] [sig ] [159/2211] Failed ATMU after 0.2s | 4.51 sym/s | Total: 35.3s | ETA: 7.6m [2025-10-09T22:45:38.408208] [INFO ] [sig ] [160/2211] Forecasting ATO... [2025-10-09T22:45:38.408247] [INFO ] [sig ] Generating forecast for: ATO [2025-10-09T22:45:38.408279] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATO' from 'https://tdm.silogroup.org/data/derivative_storage/ATO.csv'. [2025-10-09T22:45:38.417897] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATO'. [2025-10-09T22:45:38.418200] [INFO ] [FORECASTER] Starting predict_future for ATO [2025-10-09T22:45:38.443663] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:38.444373] [DEBUG] [LOCAL ] No optimal features file found for ATO: ./output/feature-sets/ATO.txt [2025-10-09T22:45:38.444428] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:38.444460] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:38.444488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:38.444543] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:38.462309] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:38.462896] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:38.462979] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:38.463012] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:38.500520] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:38.500607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:38.500665] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:38.500720] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:38.503811] [DEBUG] [FORECASTER] ATO: Forecast T+1@11:T+2@11: UP (p=82.33%) [2025-10-09T22:45:38.504076] [INFO ] [FORECASTER] Completed predict_future for ATO [2025-10-09T22:45:38.504210] [INFO ] [sig ] ATO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:38.649134] [INFO ] [LOCAL ] Saved forecast: ATO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ATO.txt [2025-10-09T22:45:38.649341] [WARN ] [sig ] [160/2211] Failed ATO after 0.2s | 4.51 sym/s | Total: 35.5s | ETA: 7.6m [2025-10-09T22:45:38.649416] [INFO ] [sig ] [161/2211] Forecasting ATR... [2025-10-09T22:45:38.649455] [INFO ] [sig ] Generating forecast for: ATR [2025-10-09T22:45:38.649486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATR' from 'https://tdm.silogroup.org/data/derivative_storage/ATR.csv'. [2025-10-09T22:45:38.654131] [WARN ] [REMOTE ] Historical data not found for symbol 'ATR' (404). [2025-10-09T22:45:38.654313] [FATAL] [sig ] ATR: No historical data fetched. [2025-10-09T22:45:38.654398] [WARN ] [sig ] [161/2211] Failed ATR after 0.0s | 4.53 sym/s | Total: 35.5s | ETA: 7.5m [2025-10-09T22:45:38.654464] [INFO ] [sig ] [162/2211] Forecasting ATS... [2025-10-09T22:45:38.654503] [INFO ] [sig ] Generating forecast for: ATS [2025-10-09T22:45:38.654533] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATS' from 'https://tdm.silogroup.org/data/derivative_storage/ATS.csv'. [2025-10-09T22:45:38.663085] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATS'. [2025-10-09T22:45:38.663334] [INFO ] [FORECASTER] Starting predict_future for ATS [2025-10-09T22:45:38.688772] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:38.689456] [DEBUG] [LOCAL ] No optimal features file found for ATS: ./output/feature-sets/ATS.txt [2025-10-09T22:45:38.689510] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:38.689543] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:38.689570] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:38.689626] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:38.707832] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:38.708367] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:38.708446] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:38.708479] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:38.744561] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:38.744664] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:38.744760] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:38.744794] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:38.747929] [DEBUG] [FORECASTER] ATS: Forecast T+1@11:T+2@11: UP (p=97.63%) [2025-10-09T22:45:38.748224] [INFO ] [FORECASTER] Completed predict_future for ATS [2025-10-09T22:45:38.748365] [INFO ] [sig ] ATS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:38.891883] [INFO ] [LOCAL ] Saved forecast: ATS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ATS.txt [2025-10-09T22:45:38.892077] [WARN ] [sig ] [162/2211] Failed ATS after 0.2s | 4.53 sym/s | Total: 35.8s | ETA: 7.5m [2025-10-09T22:45:38.892155] [INFO ] [sig ] [163/2211] Forecasting ATUS... [2025-10-09T22:45:38.892197] [INFO ] [sig ] Generating forecast for: ATUS [2025-10-09T22:45:38.892229] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ATUS' from 'https://tdm.silogroup.org/data/derivative_storage/ATUS.csv'. [2025-10-09T22:45:38.902564] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ATUS'. [2025-10-09T22:45:38.902859] [INFO ] [FORECASTER] Starting predict_future for ATUS [2025-10-09T22:45:38.928105] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:38.928883] [DEBUG] [LOCAL ] No optimal features file found for ATUS: ./output/feature-sets/ATUS.txt [2025-10-09T22:45:38.928945] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:38.928978] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:38.929006] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:38.929067] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:38.946821] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:38.947353] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:38.947432] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:38.947466] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:38.990275] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:38.990371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:38.990411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:38.990439] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:38.994048] [DEBUG] [FORECASTER] ATUS: Forecast T+1@11:T+2@11: DOWN (p=13.84%) [2025-10-09T22:45:38.994335] [INFO ] [FORECASTER] Completed predict_future for ATUS [2025-10-09T22:45:38.994495] [INFO ] [sig ] ATUS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:39.150852] [INFO ] [LOCAL ] Saved forecast: ATUS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ATUS.txt [2025-10-09T22:45:39.151214] [WARN ] [sig ] [163/2211] Failed ATUS after 0.3s | 4.53 sym/s | Total: 36.0s | ETA: 7.5m [2025-10-09T22:45:39.151320] [INFO ] [sig ] [164/2211] Forecasting AU... [2025-10-09T22:45:39.151444] [INFO ] [sig ] Generating forecast for: AU [2025-10-09T22:45:39.151503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AU' from 'https://tdm.silogroup.org/data/derivative_storage/AU.csv'. [2025-10-09T22:45:39.165485] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AU'. [2025-10-09T22:45:39.165993] [INFO ] [FORECASTER] Starting predict_future for AU [2025-10-09T22:45:39.205740] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:39.206603] [DEBUG] [LOCAL ] No optimal features file found for AU: ./output/feature-sets/AU.txt [2025-10-09T22:45:39.206688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:39.206737] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:39.206770] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:39.206872] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:39.225825] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:39.226426] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:39.226511] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:39.226548] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:39.262926] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:39.263009] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:39.263044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:39.263072] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:39.266192] [DEBUG] [FORECASTER] AU: Forecast T+1@11:T+2@11: UP (p=87.22%) [2025-10-09T22:45:39.266453] [INFO ] [FORECASTER] Completed predict_future for AU [2025-10-09T22:45:39.266584] [INFO ] [sig ] AU: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:39.410475] [INFO ] [LOCAL ] Saved forecast: AU 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AU.txt [2025-10-09T22:45:39.410701] [WARN ] [sig ] [164/2211] Failed AU after 0.3s | 4.52 sym/s | Total: 36.3s | ETA: 7.5m [2025-10-09T22:45:39.410780] [INFO ] [sig ] [165/2211] Forecasting AUB... [2025-10-09T22:45:39.410819] [INFO ] [sig ] Generating forecast for: AUB [2025-10-09T22:45:39.410850] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AUB' from 'https://tdm.silogroup.org/data/derivative_storage/AUB.csv'. [2025-10-09T22:45:39.420485] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AUB'. [2025-10-09T22:45:39.420776] [INFO ] [FORECASTER] Starting predict_future for AUB [2025-10-09T22:45:39.446934] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:39.447701] [DEBUG] [LOCAL ] No optimal features file found for AUB: ./output/feature-sets/AUB.txt [2025-10-09T22:45:39.447759] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:39.447794] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:39.447823] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:39.447882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:39.465688] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:39.466231] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:39.466310] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:39.466343] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:39.502094] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:39.502202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:39.502239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:39.502267] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:39.505459] [DEBUG] [FORECASTER] AUB: Forecast T+1@11:T+2@11: DOWN (p=8.55%) [2025-10-09T22:45:39.505770] [INFO ] [FORECASTER] Completed predict_future for AUB [2025-10-09T22:45:39.505911] [INFO ] [sig ] AUB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:39.650678] [INFO ] [LOCAL ] Saved forecast: AUB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AUB.txt [2025-10-09T22:45:39.650881] [WARN ] [sig ] [165/2211] Failed AUB after 0.2s | 4.52 sym/s | Total: 36.5s | ETA: 7.5m [2025-10-09T22:45:39.650957] [INFO ] [sig ] [166/2211] Forecasting AUNA... [2025-10-09T22:45:39.650996] [INFO ] [sig ] Generating forecast for: AUNA [2025-10-09T22:45:39.651026] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AUNA' from 'https://tdm.silogroup.org/data/derivative_storage/AUNA.csv'. [2025-10-09T22:45:39.660623] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AUNA'. [2025-10-09T22:45:39.660930] [INFO ] [FORECASTER] Starting predict_future for AUNA [2025-10-09T22:45:39.686312] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:39.687069] [DEBUG] [LOCAL ] No optimal features file found for AUNA: ./output/feature-sets/AUNA.txt [2025-10-09T22:45:39.687127] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:39.687161] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:39.687192] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:39.687250] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:39.704904] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:39.705439] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:39.705519] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:39.705552] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:39.738539] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:39.738621] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:39.738687] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:39.738731] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:39.741830] [DEBUG] [FORECASTER] AUNA: Forecast T+1@11:T+2@11: UP (p=88.44%) [2025-10-09T22:45:39.742090] [INFO ] [FORECASTER] Completed predict_future for AUNA [2025-10-09T22:45:39.742227] [INFO ] [sig ] AUNA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:39.890778] [INFO ] [LOCAL ] Saved forecast: AUNA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AUNA.txt [2025-10-09T22:45:39.891010] [WARN ] [sig ] [166/2211] Failed AUNA after 0.2s | 4.52 sym/s | Total: 36.8s | ETA: 7.5m [2025-10-09T22:45:39.891093] [INFO ] [sig ] [167/2211] Forecasting AVA... [2025-10-09T22:45:39.891132] [INFO ] [sig ] Generating forecast for: AVA [2025-10-09T22:45:39.891163] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVA' from 'https://tdm.silogroup.org/data/derivative_storage/AVA.csv'. [2025-10-09T22:45:39.902048] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AVA'. [2025-10-09T22:45:39.902333] [INFO ] [FORECASTER] Starting predict_future for AVA [2025-10-09T22:45:39.929142] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:39.929908] [DEBUG] [LOCAL ] No optimal features file found for AVA: ./output/feature-sets/AVA.txt [2025-10-09T22:45:39.929965] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:39.930001] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:39.930092] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:39.930166] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:39.949009] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:39.949634] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:39.949780] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:39.949836] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:39.984267] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:39.984373] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:39.984409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:39.984437] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:39.987793] [DEBUG] [FORECASTER] AVA: Forecast T+1@11:T+2@11: DOWN (p=3.54%) [2025-10-09T22:45:39.988062] [INFO ] [FORECASTER] Completed predict_future for AVA [2025-10-09T22:45:39.988219] [INFO ] [sig ] AVA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:40.132972] [INFO ] [LOCAL ] Saved forecast: AVA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AVA.txt [2025-10-09T22:45:40.133207] [WARN ] [sig ] [167/2211] Failed AVA after 0.2s | 4.51 sym/s | Total: 37.0s | ETA: 7.5m [2025-10-09T22:45:40.133288] [INFO ] [sig ] [168/2211] Forecasting AVAL... [2025-10-09T22:45:40.133327] [INFO ] [sig ] Generating forecast for: AVAL [2025-10-09T22:45:40.133359] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVAL' from 'https://tdm.silogroup.org/data/derivative_storage/AVAL.csv'. [2025-10-09T22:45:40.143497] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AVAL'. [2025-10-09T22:45:40.143787] [INFO ] [FORECASTER] Starting predict_future for AVAL [2025-10-09T22:45:40.169157] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:40.169908] [DEBUG] [LOCAL ] No optimal features file found for AVAL: ./output/feature-sets/AVAL.txt [2025-10-09T22:45:40.169963] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:40.169997] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:40.170024] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:40.170107] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:40.194858] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:40.196010] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:40.196125] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:40.196174] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:40.237086] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:40.237274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:40.237316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:40.237346] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:40.240966] [DEBUG] [FORECASTER] AVAL: Forecast T+1@11:T+2@11: UP (p=91.48%) [2025-10-09T22:45:40.241249] [INFO ] [FORECASTER] Completed predict_future for AVAL [2025-10-09T22:45:40.241390] [INFO ] [sig ] AVAL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:40.384555] [INFO ] [LOCAL ] Saved forecast: AVAL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AVAL.txt [2025-10-09T22:45:40.384782] [WARN ] [sig ] [168/2211] Failed AVAL after 0.3s | 4.51 sym/s | Total: 37.2s | ETA: 7.5m [2025-10-09T22:45:40.384862] [INFO ] [sig ] [169/2211] Forecasting AVB... [2025-10-09T22:45:40.384902] [INFO ] [sig ] Generating forecast for: AVB [2025-10-09T22:45:40.384933] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVB' from 'https://tdm.silogroup.org/data/derivative_storage/AVB.csv'. [2025-10-09T22:45:40.390195] [WARN ] [REMOTE ] Historical data not found for symbol 'AVB' (404). [2025-10-09T22:45:40.390482] [FATAL] [sig ] AVB: No historical data fetched. [2025-10-09T22:45:40.390576] [WARN ] [sig ] [169/2211] Failed AVB after 0.0s | 4.54 sym/s | Total: 37.3s | ETA: 7.5m [2025-10-09T22:45:40.390669] [INFO ] [sig ] [170/2211] Forecasting AVD... [2025-10-09T22:45:40.390724] [INFO ] [sig ] Generating forecast for: AVD [2025-10-09T22:45:40.390759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVD' from 'https://tdm.silogroup.org/data/derivative_storage/AVD.csv'. [2025-10-09T22:45:40.402166] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AVD'. [2025-10-09T22:45:40.402787] [INFO ] [FORECASTER] Starting predict_future for AVD [2025-10-09T22:45:40.441250] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:40.442381] [DEBUG] [LOCAL ] No optimal features file found for AVD: ./output/feature-sets/AVD.txt [2025-10-09T22:45:40.442453] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:40.442504] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:40.442572] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:40.442687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:40.466040] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:40.466979] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:40.467072] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:40.467113] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:40.501904] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:40.502122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:40.502201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:40.502270] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:40.507428] [DEBUG] [FORECASTER] AVD: Forecast T+1@11:T+2@11: UP (p=93.50%) [2025-10-09T22:45:40.507916] [INFO ] [FORECASTER] Completed predict_future for AVD [2025-10-09T22:45:40.508109] [INFO ] [sig ] AVD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:40.669883] [INFO ] [LOCAL ] Saved forecast: AVD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AVD.txt [2025-10-09T22:45:40.670124] [WARN ] [sig ] [170/2211] Failed AVD after 0.3s | 4.53 sym/s | Total: 37.5s | ETA: 7.5m [2025-10-09T22:45:40.670205] [INFO ] [sig ] [171/2211] Forecasting AVK... [2025-10-09T22:45:40.670247] [INFO ] [sig ] Generating forecast for: AVK [2025-10-09T22:45:40.670279] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVK' from 'https://tdm.silogroup.org/data/derivative_storage/AVK.csv'. [2025-10-09T22:45:40.680679] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AVK'. [2025-10-09T22:45:40.681051] [INFO ] [FORECASTER] Starting predict_future for AVK [2025-10-09T22:45:40.707505] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:40.708363] [DEBUG] [LOCAL ] No optimal features file found for AVK: ./output/feature-sets/AVK.txt [2025-10-09T22:45:40.708420] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:40.708455] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:40.708484] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:40.708542] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:40.727352] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:40.728076] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:40.728164] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:40.728199] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:40.762916] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:40.763095] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:40.763178] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:40.763211] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:40.768543] [DEBUG] [FORECASTER] AVK: Forecast T+1@11:T+2@11: UP (p=96.00%) [2025-10-09T22:45:40.768895] [INFO ] [FORECASTER] Completed predict_future for AVK [2025-10-09T22:45:40.769055] [INFO ] [sig ] AVK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:40.932779] [INFO ] [LOCAL ] Saved forecast: AVK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AVK.txt [2025-10-09T22:45:40.933005] [WARN ] [sig ] [171/2211] Failed AVK after 0.3s | 4.52 sym/s | Total: 37.8s | ETA: 7.5m [2025-10-09T22:45:40.933084] [INFO ] [sig ] [172/2211] Forecasting AVNS... [2025-10-09T22:45:40.933131] [INFO ] [sig ] Generating forecast for: AVNS [2025-10-09T22:45:40.933169] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVNS' from 'https://tdm.silogroup.org/data/derivative_storage/AVNS.csv'. [2025-10-09T22:45:40.943762] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AVNS'. [2025-10-09T22:45:40.944177] [INFO ] [FORECASTER] Starting predict_future for AVNS [2025-10-09T22:45:40.971500] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:40.972336] [DEBUG] [LOCAL ] No optimal features file found for AVNS: ./output/feature-sets/AVNS.txt [2025-10-09T22:45:40.972397] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:40.972433] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:40.972463] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:40.972522] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:40.991140] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:40.991849] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:40.991950] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:40.992014] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:41.033715] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:41.033898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:41.033944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:41.033975] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:41.037745] [DEBUG] [FORECASTER] AVNS: Forecast T+1@11:T+2@11: UP (p=83.75%) [2025-10-09T22:45:41.038038] [INFO ] [FORECASTER] Completed predict_future for AVNS [2025-10-09T22:45:41.038182] [INFO ] [sig ] AVNS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:41.210832] [INFO ] [LOCAL ] Saved forecast: AVNS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AVNS.txt [2025-10-09T22:45:41.211108] [WARN ] [sig ] [172/2211] Failed AVNS after 0.3s | 4.52 sym/s | Total: 38.1s | ETA: 7.5m [2025-10-09T22:45:41.211191] [INFO ] [sig ] [173/2211] Forecasting AVNT... [2025-10-09T22:45:41.211231] [INFO ] [sig ] Generating forecast for: AVNT [2025-10-09T22:45:41.211262] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVNT' from 'https://tdm.silogroup.org/data/derivative_storage/AVNT.csv'. [2025-10-09T22:45:41.216042] [WARN ] [REMOTE ] Historical data not found for symbol 'AVNT' (404). [2025-10-09T22:45:41.216244] [FATAL] [sig ] AVNT: No historical data fetched. [2025-10-09T22:45:41.216330] [WARN ] [sig ] [173/2211] Failed AVNT after 0.0s | 4.54 sym/s | Total: 38.1s | ETA: 7.5m [2025-10-09T22:45:41.216395] [INFO ] [sig ] [174/2211] Forecasting AVTR... [2025-10-09T22:45:41.216435] [INFO ] [sig ] Generating forecast for: AVTR [2025-10-09T22:45:41.216464] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVTR' from 'https://tdm.silogroup.org/data/derivative_storage/AVTR.csv'. [2025-10-09T22:45:41.226263] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AVTR'. [2025-10-09T22:45:41.226624] [INFO ] [FORECASTER] Starting predict_future for AVTR [2025-10-09T22:45:41.252595] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:41.253422] [DEBUG] [LOCAL ] No optimal features file found for AVTR: ./output/feature-sets/AVTR.txt [2025-10-09T22:45:41.253479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:41.253513] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:41.253541] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:41.253598] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:41.271780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:41.272568] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:41.272825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:41.272884] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:41.316731] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:41.316897] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:41.316968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:41.317001] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:41.321045] [DEBUG] [FORECASTER] AVTR: Forecast T+1@11:T+2@11: UP (p=73.87%) [2025-10-09T22:45:41.321347] [INFO ] [FORECASTER] Completed predict_future for AVTR [2025-10-09T22:45:41.321505] [INFO ] [sig ] AVTR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:41.474928] [INFO ] [LOCAL ] Saved forecast: AVTR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AVTR.txt [2025-10-09T22:45:41.475220] [WARN ] [sig ] [174/2211] Failed AVTR after 0.3s | 4.54 sym/s | Total: 38.3s | ETA: 7.5m [2025-10-09T22:45:41.475306] [INFO ] [sig ] [175/2211] Forecasting AVY... [2025-10-09T22:45:41.475345] [INFO ] [sig ] Generating forecast for: AVY [2025-10-09T22:45:41.475377] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AVY' from 'https://tdm.silogroup.org/data/derivative_storage/AVY.csv'. [2025-10-09T22:45:41.486557] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AVY'. [2025-10-09T22:45:41.486998] [INFO ] [FORECASTER] Starting predict_future for AVY [2025-10-09T22:45:41.513520] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:41.514402] [DEBUG] [LOCAL ] No optimal features file found for AVY: ./output/feature-sets/AVY.txt [2025-10-09T22:45:41.514460] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:41.514496] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:41.514527] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:41.514586] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:41.532797] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:41.533751] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:41.533846] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:41.533881] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:41.569357] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:41.569536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:41.569582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:41.569612] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:41.573278] [DEBUG] [FORECASTER] AVY: Forecast T+1@11:T+2@11: DOWN (p=24.39%) [2025-10-09T22:45:41.573579] [INFO ] [FORECASTER] Completed predict_future for AVY [2025-10-09T22:45:41.573775] [INFO ] [sig ] AVY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:41.721058] [INFO ] [LOCAL ] Saved forecast: AVY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AVY.txt [2025-10-09T22:45:41.721303] [WARN ] [sig ] [175/2211] Failed AVY after 0.2s | 4.54 sym/s | Total: 38.6s | ETA: 7.5m [2025-10-09T22:45:41.721357] [INFO ] [sig ] [176/2211] Forecasting AWF... [2025-10-09T22:45:41.721390] [INFO ] [sig ] Generating forecast for: AWF [2025-10-09T22:45:41.721420] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWF' from 'https://tdm.silogroup.org/data/derivative_storage/AWF.csv'. [2025-10-09T22:45:41.732559] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AWF'. [2025-10-09T22:45:41.732879] [INFO ] [FORECASTER] Starting predict_future for AWF [2025-10-09T22:45:41.758518] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:41.759252] [DEBUG] [LOCAL ] No optimal features file found for AWF: ./output/feature-sets/AWF.txt [2025-10-09T22:45:41.759307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:41.759340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:41.759386] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:41.759444] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:41.777272] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:41.777876] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:41.777960] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:41.777993] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:41.810571] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:41.810688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:41.810741] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:41.810773] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:41.814042] [DEBUG] [FORECASTER] AWF: Forecast T+1@11:T+2@11: UP (p=96.77%) [2025-10-09T22:45:41.814308] [INFO ] [FORECASTER] Completed predict_future for AWF [2025-10-09T22:45:41.814437] [INFO ] [sig ] AWF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:41.961991] [INFO ] [LOCAL ] Saved forecast: AWF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AWF.txt [2025-10-09T22:45:41.962191] [WARN ] [sig ] [176/2211] Failed AWF after 0.2s | 4.53 sym/s | Total: 38.8s | ETA: 7.5m [2025-10-09T22:45:41.962266] [INFO ] [sig ] [177/2211] Forecasting AWI... [2025-10-09T22:45:41.962305] [INFO ] [sig ] Generating forecast for: AWI [2025-10-09T22:45:41.962335] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWI' from 'https://tdm.silogroup.org/data/derivative_storage/AWI.csv'. [2025-10-09T22:45:41.972378] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AWI'. [2025-10-09T22:45:41.972676] [INFO ] [FORECASTER] Starting predict_future for AWI [2025-10-09T22:45:41.998706] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:41.999422] [DEBUG] [LOCAL ] No optimal features file found for AWI: ./output/feature-sets/AWI.txt [2025-10-09T22:45:41.999478] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:41.999513] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:41.999542] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:41.999600] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:42.018177] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:42.018776] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:42.018860] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:42.018895] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:42.052426] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:42.052524] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:42.052560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:42.052589] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:42.055719] [DEBUG] [FORECASTER] AWI: Forecast T+1@11:T+2@11: UP (p=55.89%) [2025-10-09T22:45:42.055985] [INFO ] [FORECASTER] Completed predict_future for AWI [2025-10-09T22:45:42.056116] [INFO ] [sig ] AWI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:42.207747] [INFO ] [LOCAL ] Saved forecast: AWI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AWI.txt [2025-10-09T22:45:42.208019] [WARN ] [sig ] [177/2211] Failed AWI after 0.2s | 4.53 sym/s | Total: 39.1s | ETA: 7.5m [2025-10-09T22:45:42.208100] [INFO ] [sig ] [178/2211] Forecasting AWK... [2025-10-09T22:45:42.208140] [INFO ] [sig ] Generating forecast for: AWK [2025-10-09T22:45:42.208170] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWK' from 'https://tdm.silogroup.org/data/derivative_storage/AWK.csv'. [2025-10-09T22:45:42.219024] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AWK'. [2025-10-09T22:45:42.219349] [INFO ] [FORECASTER] Starting predict_future for AWK [2025-10-09T22:45:42.245881] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:42.246593] [DEBUG] [LOCAL ] No optimal features file found for AWK: ./output/feature-sets/AWK.txt [2025-10-09T22:45:42.246672] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:42.246726] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:42.246759] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:42.246819] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:42.265342] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:42.265962] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:42.266046] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:42.266081] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:42.299794] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:42.299971] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:42.300016] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:42.300048] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:42.303869] [DEBUG] [FORECASTER] AWK: Forecast T+1@11:T+2@11: DOWN (p=0.72%) [2025-10-09T22:45:42.304180] [INFO ] [FORECASTER] Completed predict_future for AWK [2025-10-09T22:45:42.304323] [INFO ] [sig ] AWK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:42.456544] [INFO ] [LOCAL ] Saved forecast: AWK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AWK.txt [2025-10-09T22:45:42.456852] [WARN ] [sig ] [178/2211] Failed AWK after 0.2s | 4.53 sym/s | Total: 39.3s | ETA: 7.5m [2025-10-09T22:45:42.456931] [INFO ] [sig ] [179/2211] Forecasting AWP... [2025-10-09T22:45:42.456966] [INFO ] [sig ] Generating forecast for: AWP [2025-10-09T22:45:42.456997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWP' from 'https://tdm.silogroup.org/data/derivative_storage/AWP.csv'. [2025-10-09T22:45:42.461200] [WARN ] [REMOTE ] Historical data not found for symbol 'AWP' (404). [2025-10-09T22:45:42.461431] [FATAL] [sig ] AWP: No historical data fetched. [2025-10-09T22:45:42.461515] [WARN ] [sig ] [179/2211] Failed AWP after 0.0s | 4.55 sym/s | Total: 39.3s | ETA: 7.4m [2025-10-09T22:45:42.461584] [INFO ] [sig ] [180/2211] Forecasting AWR... [2025-10-09T22:45:42.461624] [INFO ] [sig ] Generating forecast for: AWR [2025-10-09T22:45:42.461691] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AWR' from 'https://tdm.silogroup.org/data/derivative_storage/AWR.csv'. [2025-10-09T22:45:42.471422] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AWR'. [2025-10-09T22:45:42.471810] [INFO ] [FORECASTER] Starting predict_future for AWR [2025-10-09T22:45:42.499166] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:42.500322] [DEBUG] [LOCAL ] No optimal features file found for AWR: ./output/feature-sets/AWR.txt [2025-10-09T22:45:42.500387] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:42.500424] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:42.500455] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:42.500516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:42.519039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:42.519716] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:42.519805] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:42.519841] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:42.553463] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:42.553548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:42.553600] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:42.553629] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:42.556729] [DEBUG] [FORECASTER] AWR: Forecast T+1@11:T+2@11: DOWN (p=20.01%) [2025-10-09T22:45:42.556993] [INFO ] [FORECASTER] Completed predict_future for AWR [2025-10-09T22:45:42.557121] [INFO ] [sig ] AWR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:42.706268] [INFO ] [LOCAL ] Saved forecast: AWR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AWR.txt [2025-10-09T22:45:42.706492] [WARN ] [sig ] [180/2211] Failed AWR after 0.2s | 4.55 sym/s | Total: 39.6s | ETA: 7.4m [2025-10-09T22:45:42.706571] [INFO ] [sig ] [181/2211] Forecasting AX... [2025-10-09T22:45:42.706611] [INFO ] [sig ] Generating forecast for: AX [2025-10-09T22:45:42.706664] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AX' from 'https://tdm.silogroup.org/data/derivative_storage/AX.csv'. [2025-10-09T22:45:42.711487] [WARN ] [REMOTE ] Historical data not found for symbol 'AX' (404). [2025-10-09T22:45:42.711753] [FATAL] [sig ] AX: No historical data fetched. [2025-10-09T22:45:42.711843] [WARN ] [sig ] [181/2211] Failed AX after 0.0s | 4.57 sym/s | Total: 39.6s | ETA: 7.4m [2025-10-09T22:45:42.711912] [INFO ] [sig ] [182/2211] Forecasting AXL... [2025-10-09T22:45:42.711955] [INFO ] [sig ] Generating forecast for: AXL [2025-10-09T22:45:42.711986] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXL' from 'https://tdm.silogroup.org/data/derivative_storage/AXL.csv'. [2025-10-09T22:45:42.721270] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AXL'. [2025-10-09T22:45:42.721582] [INFO ] [FORECASTER] Starting predict_future for AXL [2025-10-09T22:45:42.747103] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:42.747858] [DEBUG] [LOCAL ] No optimal features file found for AXL: ./output/feature-sets/AXL.txt [2025-10-09T22:45:42.747913] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:42.747947] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:42.747975] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:42.748031] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:42.765588] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:42.766155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:42.766236] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:42.766269] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:42.801062] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:42.801169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:42.801209] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:42.801241] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:42.804639] [DEBUG] [FORECASTER] AXL: Forecast T+1@11:T+2@11: DOWN (p=26.86%) [2025-10-09T22:45:42.804949] [INFO ] [FORECASTER] Completed predict_future for AXL [2025-10-09T22:45:42.805087] [INFO ] [sig ] AXL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:42.959047] [INFO ] [LOCAL ] Saved forecast: AXL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AXL.txt [2025-10-09T22:45:42.959286] [WARN ] [sig ] [182/2211] Failed AXL after 0.2s | 4.57 sym/s | Total: 39.8s | ETA: 7.4m [2025-10-09T22:45:42.959368] [INFO ] [sig ] [183/2211] Forecasting AXP... [2025-10-09T22:45:42.959407] [INFO ] [sig ] Generating forecast for: AXP [2025-10-09T22:45:42.959438] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXP' from 'https://tdm.silogroup.org/data/derivative_storage/AXP.csv'. [2025-10-09T22:45:42.965362] [WARN ] [REMOTE ] Historical data not found for symbol 'AXP' (404). [2025-10-09T22:45:42.965698] [FATAL] [sig ] AXP: No historical data fetched. [2025-10-09T22:45:42.965791] [WARN ] [sig ] [183/2211] Failed AXP after 0.0s | 4.59 sym/s | Total: 39.8s | ETA: 7.4m [2025-10-09T22:45:42.965860] [INFO ] [sig ] [184/2211] Forecasting AXR... [2025-10-09T22:45:42.965901] [INFO ] [sig ] Generating forecast for: AXR [2025-10-09T22:45:42.965933] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXR' from 'https://tdm.silogroup.org/data/derivative_storage/AXR.csv'. [2025-10-09T22:45:42.975490] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AXR'. [2025-10-09T22:45:42.975795] [INFO ] [FORECASTER] Starting predict_future for AXR [2025-10-09T22:45:43.002328] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:43.003114] [DEBUG] [LOCAL ] No optimal features file found for AXR: ./output/feature-sets/AXR.txt [2025-10-09T22:45:43.003171] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:43.003206] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:43.003236] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:43.003293] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:43.021827] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:43.022361] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:43.022442] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:43.022476] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:43.053876] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:43.053952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:43.053986] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:43.054015] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:43.057038] [DEBUG] [FORECASTER] AXR: Forecast T+1@11:T+2@11: DOWN (p=38.31%) [2025-10-09T22:45:43.057295] [INFO ] [FORECASTER] Completed predict_future for AXR [2025-10-09T22:45:43.057421] [INFO ] [sig ] AXR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:43.201306] [INFO ] [LOCAL ] Saved forecast: AXR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AXR.txt [2025-10-09T22:45:43.201558] [WARN ] [sig ] [184/2211] Failed AXR after 0.2s | 4.59 sym/s | Total: 40.1s | ETA: 7.4m [2025-10-09T22:45:43.201636] [INFO ] [sig ] [185/2211] Forecasting AXS... [2025-10-09T22:45:43.201715] [INFO ] [sig ] Generating forecast for: AXS [2025-10-09T22:45:43.201749] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXS' from 'https://tdm.silogroup.org/data/derivative_storage/AXS.csv'. [2025-10-09T22:45:43.212387] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AXS'. [2025-10-09T22:45:43.212685] [INFO ] [FORECASTER] Starting predict_future for AXS [2025-10-09T22:45:43.238080] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:43.238800] [DEBUG] [LOCAL ] No optimal features file found for AXS: ./output/feature-sets/AXS.txt [2025-10-09T22:45:43.238855] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:43.238936] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:43.238973] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:43.239030] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:43.256276] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:43.256868] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:43.256953] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:43.256987] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:43.295991] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:43.296110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:43.296148] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:43.296176] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:43.299474] [DEBUG] [FORECASTER] AXS: Forecast T+1@11:T+2@11: DOWN (p=19.31%) [2025-10-09T22:45:43.299886] [INFO ] [FORECASTER] Completed predict_future for AXS [2025-10-09T22:45:43.300037] [INFO ] [sig ] AXS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:43.441288] [INFO ] [LOCAL ] Saved forecast: AXS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AXS.txt [2025-10-09T22:45:43.441494] [WARN ] [sig ] [185/2211] Failed AXS after 0.2s | 4.59 sym/s | Total: 40.3s | ETA: 7.4m [2025-10-09T22:45:43.441570] [INFO ] [sig ] [186/2211] Forecasting AXTA... [2025-10-09T22:45:43.441608] [INFO ] [sig ] Generating forecast for: AXTA [2025-10-09T22:45:43.441638] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AXTA' from 'https://tdm.silogroup.org/data/derivative_storage/AXTA.csv'. [2025-10-09T22:45:43.452273] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AXTA'. [2025-10-09T22:45:43.452568] [INFO ] [FORECASTER] Starting predict_future for AXTA [2025-10-09T22:45:43.477684] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:43.478387] [DEBUG] [LOCAL ] No optimal features file found for AXTA: ./output/feature-sets/AXTA.txt [2025-10-09T22:45:43.478441] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:43.478473] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:43.478500] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:43.478556] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:43.496992] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:43.498059] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:43.498158] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:43.498201] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:43.533359] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:43.533462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:43.533502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:43.533533] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:43.536957] [DEBUG] [FORECASTER] AXTA: Forecast T+1@11:T+2@11: UP (p=59.27%) [2025-10-09T22:45:43.537264] [INFO ] [FORECASTER] Completed predict_future for AXTA [2025-10-09T22:45:43.537424] [INFO ] [sig ] AXTA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:43.691803] [INFO ] [LOCAL ] Saved forecast: AXTA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AXTA.txt [2025-10-09T22:45:43.692062] [WARN ] [sig ] [186/2211] Failed AXTA after 0.3s | 4.59 sym/s | Total: 40.6s | ETA: 7.4m [2025-10-09T22:45:43.692141] [INFO ] [sig ] [187/2211] Forecasting AYI... [2025-10-09T22:45:43.692181] [INFO ] [sig ] Generating forecast for: AYI [2025-10-09T22:45:43.692212] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AYI' from 'https://tdm.silogroup.org/data/derivative_storage/AYI.csv'. [2025-10-09T22:45:43.703422] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'AYI'. [2025-10-09T22:45:43.703765] [INFO ] [FORECASTER] Starting predict_future for AYI [2025-10-09T22:45:43.734162] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:43.735091] [DEBUG] [LOCAL ] No optimal features file found for AYI: ./output/feature-sets/AYI.txt [2025-10-09T22:45:43.735153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:43.735189] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:43.735255] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:43.735334] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:43.753007] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:43.753627] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:43.753741] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:43.753780] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:43.791637] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:43.791765] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:43.791803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:43.791833] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:43.795033] [DEBUG] [FORECASTER] AYI: Forecast T+1@11:T+2@11: DOWN (p=2.55%) [2025-10-09T22:45:43.795306] [INFO ] [FORECASTER] Completed predict_future for AYI [2025-10-09T22:45:43.795443] [INFO ] [sig ] AYI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:43.937504] [INFO ] [LOCAL ] Saved forecast: AYI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/AYI.txt [2025-10-09T22:45:43.937849] [WARN ] [sig ] [187/2211] Failed AYI after 0.2s | 4.58 sym/s | Total: 40.8s | ETA: 7.4m [2025-10-09T22:45:43.937933] [INFO ] [sig ] [188/2211] Forecasting AZO... [2025-10-09T22:45:43.937973] [INFO ] [sig ] Generating forecast for: AZO [2025-10-09T22:45:43.938005] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AZO' from 'https://tdm.silogroup.org/data/derivative_storage/AZO.csv'. [2025-10-09T22:45:43.949000] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AZO'. [2025-10-09T22:45:43.949305] [INFO ] [FORECASTER] Starting predict_future for AZO [2025-10-09T22:45:43.974829] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:43.975603] [DEBUG] [LOCAL ] No optimal features file found for AZO: ./output/feature-sets/AZO.txt [2025-10-09T22:45:43.975685] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:43.975733] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:43.975762] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:43.975818] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:43.993347] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:43.993945] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:43.994034] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:43.994068] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:44.031059] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:44.031157] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:44.031194] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:44.031224] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:44.036796] [DEBUG] [FORECASTER] AZO: Forecast T+1@11:T+2@11: UP (p=81.04%) [2025-10-09T22:45:44.037073] [INFO ] [FORECASTER] Completed predict_future for AZO [2025-10-09T22:45:44.037211] [INFO ] [sig ] AZO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:44.179384] [INFO ] [LOCAL ] Saved forecast: AZO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AZO.txt [2025-10-09T22:45:44.179601] [WARN ] [sig ] [188/2211] Failed AZO after 0.2s | 4.58 sym/s | Total: 41.0s | ETA: 7.4m [2025-10-09T22:45:44.179699] [INFO ] [sig ] [189/2211] Forecasting AZZ... [2025-10-09T22:45:44.179742] [INFO ] [sig ] Generating forecast for: AZZ [2025-10-09T22:45:44.179774] [DEBUG] [REMOTE ] Fetching historical data for symbol 'AZZ' from 'https://tdm.silogroup.org/data/derivative_storage/AZZ.csv'. [2025-10-09T22:45:44.190418] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'AZZ'. [2025-10-09T22:45:44.190782] [INFO ] [FORECASTER] Starting predict_future for AZZ [2025-10-09T22:45:44.216125] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:44.216893] [DEBUG] [LOCAL ] No optimal features file found for AZZ: ./output/feature-sets/AZZ.txt [2025-10-09T22:45:44.216951] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:44.216986] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:44.217012] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:44.217068] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:44.234330] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:44.234955] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:44.235037] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:44.235071] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:44.273467] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:44.273680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:44.273743] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:44.273775] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:44.277302] [DEBUG] [FORECASTER] AZZ: Forecast T+1@11:T+2@11: UP (p=75.35%) [2025-10-09T22:45:44.277612] [INFO ] [FORECASTER] Completed predict_future for AZZ [2025-10-09T22:45:44.277812] [INFO ] [sig ] AZZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:44.423619] [INFO ] [LOCAL ] Saved forecast: AZZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/AZZ.txt [2025-10-09T22:45:44.423883] [WARN ] [sig ] [189/2211] Failed AZZ after 0.2s | 4.58 sym/s | Total: 41.3s | ETA: 7.4m [2025-10-09T22:45:44.423962] [INFO ] [sig ] [190/2211] Forecasting BA... [2025-10-09T22:45:44.424002] [INFO ] [sig ] Generating forecast for: BA [2025-10-09T22:45:44.424033] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BA' from 'https://tdm.silogroup.org/data/derivative_storage/BA.csv'. [2025-10-09T22:45:44.435338] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BA'. [2025-10-09T22:45:44.435688] [INFO ] [FORECASTER] Starting predict_future for BA [2025-10-09T22:45:44.461994] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:44.462819] [DEBUG] [LOCAL ] No optimal features file found for BA: ./output/feature-sets/BA.txt [2025-10-09T22:45:44.462877] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:44.462912] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:44.462942] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:44.463000] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:44.481128] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:44.481724] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:44.481809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:44.481845] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:44.524292] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:44.524436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:44.524486] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:44.524540] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:44.528233] [DEBUG] [FORECASTER] BA: Forecast T+1@11:T+2@11: DOWN (p=40.37%) [2025-10-09T22:45:44.528543] [INFO ] [FORECASTER] Completed predict_future for BA [2025-10-09T22:45:44.528738] [INFO ] [sig ] BA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:44.685572] [INFO ] [LOCAL ] Saved forecast: BA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BA.txt [2025-10-09T22:45:44.685870] [WARN ] [sig ] [190/2211] Failed BA after 0.3s | 4.57 sym/s | Total: 41.6s | ETA: 7.4m [2025-10-09T22:45:44.685963] [INFO ] [sig ] [191/2211] Forecasting BABA... [2025-10-09T22:45:44.686003] [INFO ] [sig ] Generating forecast for: BABA [2025-10-09T22:45:44.686034] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BABA' from 'https://tdm.silogroup.org/data/derivative_storage/BABA.csv'. [2025-10-09T22:45:44.697474] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BABA'. [2025-10-09T22:45:44.697834] [INFO ] [FORECASTER] Starting predict_future for BABA [2025-10-09T22:45:44.724219] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:44.725049] [DEBUG] [LOCAL ] No optimal features file found for BABA: ./output/feature-sets/BABA.txt [2025-10-09T22:45:44.725106] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:44.725140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:44.725169] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:44.725225] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:44.743273] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:44.743928] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:44.744015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:44.744050] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:44.781533] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:44.781630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:44.781709] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:44.781748] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:44.784998] [DEBUG] [FORECASTER] BABA: Forecast T+1@11:T+2@11: DOWN (p=23.73%) [2025-10-09T22:45:44.785271] [INFO ] [FORECASTER] Completed predict_future for BABA [2025-10-09T22:45:44.785445] [INFO ] [sig ] BABA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:44.932494] [INFO ] [LOCAL ] Saved forecast: BABA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BABA.txt [2025-10-09T22:45:44.932804] [WARN ] [sig ] [191/2211] Failed BABA after 0.2s | 4.57 sym/s | Total: 41.8s | ETA: 7.4m [2025-10-09T22:45:44.932889] [INFO ] [sig ] [192/2211] Forecasting BAC... [2025-10-09T22:45:44.932930] [INFO ] [sig ] Generating forecast for: BAC [2025-10-09T22:45:44.932962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAC' from 'https://tdm.silogroup.org/data/derivative_storage/BAC.csv'. [2025-10-09T22:45:44.943586] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BAC'. [2025-10-09T22:45:44.943929] [INFO ] [FORECASTER] Starting predict_future for BAC [2025-10-09T22:45:44.971411] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:44.972251] [DEBUG] [LOCAL ] No optimal features file found for BAC: ./output/feature-sets/BAC.txt [2025-10-09T22:45:44.972308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:44.972342] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:44.972371] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:44.972428] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:44.990576] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:44.991335] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:44.991424] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:44.991459] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:45.028372] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:45.028485] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:45.028553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:45.028585] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:45.031977] [DEBUG] [FORECASTER] BAC: Forecast T+1@11:T+2@11: DOWN (p=37.14%) [2025-10-09T22:45:45.032255] [INFO ] [FORECASTER] Completed predict_future for BAC [2025-10-09T22:45:45.032397] [INFO ] [sig ] BAC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:45.178384] [INFO ] [LOCAL ] Saved forecast: BAC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BAC.txt [2025-10-09T22:45:45.178606] [WARN ] [sig ] [192/2211] Failed BAC after 0.2s | 4.57 sym/s | Total: 42.0s | ETA: 7.4m [2025-10-09T22:45:45.178706] [INFO ] [sig ] [193/2211] Forecasting BAH... [2025-10-09T22:45:45.178748] [INFO ] [sig ] Generating forecast for: BAH [2025-10-09T22:45:45.178782] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAH' from 'https://tdm.silogroup.org/data/derivative_storage/BAH.csv'. [2025-10-09T22:45:45.189258] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BAH'. [2025-10-09T22:45:45.189566] [INFO ] [FORECASTER] Starting predict_future for BAH [2025-10-09T22:45:45.215668] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:45.216414] [DEBUG] [LOCAL ] No optimal features file found for BAH: ./output/feature-sets/BAH.txt [2025-10-09T22:45:45.216476] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:45.216512] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:45.216541] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:45.216599] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:45.235086] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:45.235682] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:45.235773] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:45.235808] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:45.272075] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:45.272241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:45.272284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:45.272313] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:45.275838] [DEBUG] [FORECASTER] BAH: Forecast T+1@11:T+2@11: DOWN (p=11.31%) [2025-10-09T22:45:45.276117] [INFO ] [FORECASTER] Completed predict_future for BAH [2025-10-09T22:45:45.276261] [INFO ] [sig ] BAH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:45.425848] [INFO ] [LOCAL ] Saved forecast: BAH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BAH.txt [2025-10-09T22:45:45.426116] [WARN ] [sig ] [193/2211] Failed BAH after 0.2s | 4.56 sym/s | Total: 42.3s | ETA: 7.4m [2025-10-09T22:45:45.426197] [INFO ] [sig ] [194/2211] Forecasting BAK... [2025-10-09T22:45:45.426237] [INFO ] [sig ] Generating forecast for: BAK [2025-10-09T22:45:45.426267] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAK' from 'https://tdm.silogroup.org/data/derivative_storage/BAK.csv'. [2025-10-09T22:45:45.437387] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BAK'. [2025-10-09T22:45:45.437745] [INFO ] [FORECASTER] Starting predict_future for BAK [2025-10-09T22:45:45.464719] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:45.465476] [DEBUG] [LOCAL ] No optimal features file found for BAK: ./output/feature-sets/BAK.txt [2025-10-09T22:45:45.465531] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:45.465565] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:45.465612] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:45.465703] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:45.483683] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:45.484273] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:45.484386] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:45.484443] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:45.547162] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:45.547294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:45.547333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:45.547361] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:45.550862] [DEBUG] [FORECASTER] BAK: Forecast T+1@11:T+2@11: UP (p=99.58%) [2025-10-09T22:45:45.551198] [INFO ] [FORECASTER] Completed predict_future for BAK [2025-10-09T22:45:45.551356] [INFO ] [sig ] BAK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:45.698052] [INFO ] [LOCAL ] Saved forecast: BAK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BAK.txt [2025-10-09T22:45:45.698302] [WARN ] [sig ] [194/2211] Failed BAK after 0.3s | 4.56 sym/s | Total: 42.6s | ETA: 7.4m [2025-10-09T22:45:45.698393] [INFO ] [sig ] [195/2211] Forecasting BALL... [2025-10-09T22:45:45.698432] [INFO ] [sig ] Generating forecast for: BALL [2025-10-09T22:45:45.698464] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BALL' from 'https://tdm.silogroup.org/data/derivative_storage/BALL.csv'. [2025-10-09T22:45:45.708717] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BALL'. [2025-10-09T22:45:45.709112] [INFO ] [FORECASTER] Starting predict_future for BALL [2025-10-09T22:45:45.736411] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:45.737399] [DEBUG] [LOCAL ] No optimal features file found for BALL: ./output/feature-sets/BALL.txt [2025-10-09T22:45:45.737469] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:45.737506] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:45.737536] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:45.737638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:45.756081] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:45.756817] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:45.756907] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:45.756942] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:45.795062] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:45.795241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:45.795316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:45.795354] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:45.798923] [DEBUG] [FORECASTER] BALL: Forecast T+1@11:T+2@11: UP (p=76.25%) [2025-10-09T22:45:45.799209] [INFO ] [FORECASTER] Completed predict_future for BALL [2025-10-09T22:45:45.799353] [INFO ] [sig ] BALL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:45.945169] [INFO ] [LOCAL ] Saved forecast: BALL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BALL.txt [2025-10-09T22:45:45.945383] [WARN ] [sig ] [195/2211] Failed BALL after 0.2s | 4.55 sym/s | Total: 42.8s | ETA: 7.4m [2025-10-09T22:45:45.945458] [INFO ] [sig ] [196/2211] Forecasting BAM... [2025-10-09T22:45:45.945497] [INFO ] [sig ] Generating forecast for: BAM [2025-10-09T22:45:45.945528] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAM' from 'https://tdm.silogroup.org/data/derivative_storage/BAM.csv'. [2025-10-09T22:45:45.956584] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BAM'. [2025-10-09T22:45:45.956958] [INFO ] [FORECASTER] Starting predict_future for BAM [2025-10-09T22:45:45.982970] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:45.983720] [DEBUG] [LOCAL ] No optimal features file found for BAM: ./output/feature-sets/BAM.txt [2025-10-09T22:45:45.983776] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:45.983811] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:45.983839] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:45.983895] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:46.001825] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:46.002404] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:46.002486] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:46.002519] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:46.038396] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:46.038487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:46.038523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:46.038552] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:46.041754] [DEBUG] [FORECASTER] BAM: Forecast T+1@11:T+2@11: UP (p=51.67%) [2025-10-09T22:45:46.042025] [INFO ] [FORECASTER] Completed predict_future for BAM [2025-10-09T22:45:46.042162] [INFO ] [sig ] BAM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:46.203694] [INFO ] [LOCAL ] Saved forecast: BAM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BAM.txt [2025-10-09T22:45:46.203995] [WARN ] [sig ] [196/2211] Failed BAM after 0.3s | 4.55 sym/s | Total: 43.1s | ETA: 7.4m [2025-10-09T22:45:46.204077] [INFO ] [sig ] [197/2211] Forecasting BANC... [2025-10-09T22:45:46.204117] [INFO ] [sig ] Generating forecast for: BANC [2025-10-09T22:45:46.204148] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BANC' from 'https://tdm.silogroup.org/data/derivative_storage/BANC.csv'. [2025-10-09T22:45:46.216683] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BANC'. [2025-10-09T22:45:46.217044] [INFO ] [FORECASTER] Starting predict_future for BANC [2025-10-09T22:45:46.244702] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:46.245588] [DEBUG] [LOCAL ] No optimal features file found for BANC: ./output/feature-sets/BANC.txt [2025-10-09T22:45:46.245675] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:46.245729] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:46.245761] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:46.245820] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:46.264425] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:46.265609] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:46.265734] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:46.265780] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:46.303208] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:46.303399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:46.303445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:46.303476] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:46.307358] [DEBUG] [FORECASTER] BANC: Forecast T+1@11:T+2@11: DOWN (p=38.87%) [2025-10-09T22:45:46.307782] [INFO ] [FORECASTER] Completed predict_future for BANC [2025-10-09T22:45:46.307952] [INFO ] [sig ] BANC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:46.455472] [INFO ] [LOCAL ] Saved forecast: BANC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BANC.txt [2025-10-09T22:45:46.455798] [WARN ] [sig ] [197/2211] Failed BANC after 0.3s | 4.55 sym/s | Total: 43.3s | ETA: 7.4m [2025-10-09T22:45:46.455885] [INFO ] [sig ] [198/2211] Forecasting BAP... [2025-10-09T22:45:46.455925] [INFO ] [sig ] Generating forecast for: BAP [2025-10-09T22:45:46.455957] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAP' from 'https://tdm.silogroup.org/data/derivative_storage/BAP.csv'. [2025-10-09T22:45:46.466350] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BAP'. [2025-10-09T22:45:46.466752] [INFO ] [FORECASTER] Starting predict_future for BAP [2025-10-09T22:45:46.493146] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:46.494008] [DEBUG] [LOCAL ] No optimal features file found for BAP: ./output/feature-sets/BAP.txt [2025-10-09T22:45:46.494069] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:46.494105] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:46.494133] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:46.494192] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:46.512135] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:46.512872] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:46.512993] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:46.513029] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:46.553037] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:46.553230] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:46.553274] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:46.553303] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:46.557305] [DEBUG] [FORECASTER] BAP: Forecast T+1@11:T+2@11: UP (p=80.83%) [2025-10-09T22:45:46.557704] [INFO ] [FORECASTER] Completed predict_future for BAP [2025-10-09T22:45:46.557882] [INFO ] [sig ] BAP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:46.714956] [INFO ] [LOCAL ] Saved forecast: BAP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BAP.txt [2025-10-09T22:45:46.715242] [WARN ] [sig ] [198/2211] Failed BAP after 0.3s | 4.54 sym/s | Total: 43.6s | ETA: 7.4m [2025-10-09T22:45:46.715327] [INFO ] [sig ] [199/2211] Forecasting BARK... [2025-10-09T22:45:46.715383] [INFO ] [sig ] Generating forecast for: BARK [2025-10-09T22:45:46.715416] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BARK' from 'https://tdm.silogroup.org/data/derivative_storage/BARK.csv'. [2025-10-09T22:45:46.726420] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BARK'. [2025-10-09T22:45:46.726781] [INFO ] [FORECASTER] Starting predict_future for BARK [2025-10-09T22:45:46.757112] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:46.758008] [DEBUG] [LOCAL ] No optimal features file found for BARK: ./output/feature-sets/BARK.txt [2025-10-09T22:45:46.758067] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:46.758101] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:46.758129] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:46.758186] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:46.777146] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:46.777786] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:46.777876] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:46.777911] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:46.816168] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:46.816345] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:46.816410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:46.816441] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:46.820053] [DEBUG] [FORECASTER] BARK: Forecast T+1@11:T+2@11: UP (p=87.17%) [2025-10-09T22:45:46.820340] [INFO ] [FORECASTER] Completed predict_future for BARK [2025-10-09T22:45:46.820487] [INFO ] [sig ] BARK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:46.984580] [INFO ] [LOCAL ] Saved forecast: BARK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BARK.txt [2025-10-09T22:45:46.985189] [WARN ] [sig ] [199/2211] Failed BARK after 0.3s | 4.54 sym/s | Total: 43.9s | ETA: 7.4m [2025-10-09T22:45:46.985296] [INFO ] [sig ] [200/2211] Forecasting BAX... [2025-10-09T22:45:46.985352] [INFO ] [sig ] Generating forecast for: BAX [2025-10-09T22:45:46.985388] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BAX' from 'https://tdm.silogroup.org/data/derivative_storage/BAX.csv'. [2025-10-09T22:45:46.999310] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BAX'. [2025-10-09T22:45:46.999792] [INFO ] [FORECASTER] Starting predict_future for BAX [2025-10-09T22:45:47.027885] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:47.028855] [DEBUG] [LOCAL ] No optimal features file found for BAX: ./output/feature-sets/BAX.txt [2025-10-09T22:45:47.028919] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:47.028957] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:47.028984] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:47.029042] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:47.049659] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:47.050625] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:47.050763] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:47.050819] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:47.089246] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:47.089426] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:47.089468] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:47.089498] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:47.093087] [DEBUG] [FORECASTER] BAX: Forecast T+1@11:T+2@11: DOWN (p=2.12%) [2025-10-09T22:45:47.093398] [INFO ] [FORECASTER] Completed predict_future for BAX [2025-10-09T22:45:47.093545] [INFO ] [sig ] BAX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:47.244523] [INFO ] [LOCAL ] Saved forecast: BAX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BAX.txt [2025-10-09T22:45:47.244828] [WARN ] [sig ] [200/2211] Failed BAX after 0.3s | 4.53 sym/s | Total: 44.1s | ETA: 7.4m [2025-10-09T22:45:47.244912] [INFO ] [sig ] [201/2211] Forecasting BB... [2025-10-09T22:45:47.244954] [INFO ] [sig ] Generating forecast for: BB [2025-10-09T22:45:47.244987] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BB' from 'https://tdm.silogroup.org/data/derivative_storage/BB.csv'. [2025-10-09T22:45:47.256638] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BB'. [2025-10-09T22:45:47.257095] [INFO ] [FORECASTER] Starting predict_future for BB [2025-10-09T22:45:47.283969] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:47.284854] [DEBUG] [LOCAL ] No optimal features file found for BB: ./output/feature-sets/BB.txt [2025-10-09T22:45:47.284910] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:47.284945] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:47.284973] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:47.285052] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:47.303041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:47.303617] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:47.303726] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:47.303769] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:47.341836] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:47.341995] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:47.342036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:47.342065] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:47.345929] [DEBUG] [FORECASTER] BB: Forecast T+1@11:T+2@11: UP (p=91.32%) [2025-10-09T22:45:47.346225] [INFO ] [FORECASTER] Completed predict_future for BB [2025-10-09T22:45:47.346373] [INFO ] [sig ] BB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:47.491956] [INFO ] [LOCAL ] Saved forecast: BB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BB.txt [2025-10-09T22:45:47.492178] [WARN ] [sig ] [201/2211] Failed BB after 0.2s | 4.53 sym/s | Total: 44.4s | ETA: 7.4m [2025-10-09T22:45:47.492257] [INFO ] [sig ] [202/2211] Forecasting BBAI... [2025-10-09T22:45:47.492298] [INFO ] [sig ] Generating forecast for: BBAI [2025-10-09T22:45:47.492330] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBAI' from 'https://tdm.silogroup.org/data/derivative_storage/BBAI.csv'. [2025-10-09T22:45:47.505748] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBAI'. [2025-10-09T22:45:47.506239] [INFO ] [FORECASTER] Starting predict_future for BBAI [2025-10-09T22:45:47.532807] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:47.533621] [DEBUG] [LOCAL ] No optimal features file found for BBAI: ./output/feature-sets/BBAI.txt [2025-10-09T22:45:47.533702] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:47.533746] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:47.533835] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:47.533902] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:47.551308] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:47.552090] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:47.552185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:47.552219] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:47.589519] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:47.589744] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:47.589804] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:47.589837] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:47.593582] [DEBUG] [FORECASTER] BBAI: Forecast T+1@11:T+2@11: DOWN (p=8.80%) [2025-10-09T22:45:47.593907] [INFO ] [FORECASTER] Completed predict_future for BBAI [2025-10-09T22:45:47.594056] [INFO ] [sig ] BBAI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:47.742269] [INFO ] [LOCAL ] Saved forecast: BBAI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BBAI.txt [2025-10-09T22:45:47.742478] [WARN ] [sig ] [202/2211] Failed BBAI after 0.3s | 4.53 sym/s | Total: 44.6s | ETA: 7.4m [2025-10-09T22:45:47.742553] [INFO ] [sig ] [203/2211] Forecasting BBAR... [2025-10-09T22:45:47.742593] [INFO ] [sig ] Generating forecast for: BBAR [2025-10-09T22:45:47.742624] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBAR' from 'https://tdm.silogroup.org/data/derivative_storage/BBAR.csv'. [2025-10-09T22:45:47.752428] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBAR'. [2025-10-09T22:45:47.752750] [INFO ] [FORECASTER] Starting predict_future for BBAR [2025-10-09T22:45:47.778139] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:47.778884] [DEBUG] [LOCAL ] No optimal features file found for BBAR: ./output/feature-sets/BBAR.txt [2025-10-09T22:45:47.778941] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:47.778976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:47.779005] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:47.779065] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:47.796724] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:47.797265] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:47.797345] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:47.797378] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:47.835612] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:47.835785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:47.835843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:47.835875] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:47.839076] [DEBUG] [FORECASTER] BBAR: Forecast T+1@11:T+2@11: UP (p=92.12%) [2025-10-09T22:45:47.839345] [INFO ] [FORECASTER] Completed predict_future for BBAR [2025-10-09T22:45:47.839475] [INFO ] [sig ] BBAR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:47.985280] [INFO ] [LOCAL ] Saved forecast: BBAR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BBAR.txt [2025-10-09T22:45:47.985585] [WARN ] [sig ] [203/2211] Failed BBAR after 0.2s | 4.53 sym/s | Total: 44.9s | ETA: 7.4m [2025-10-09T22:45:47.985708] [INFO ] [sig ] [204/2211] Forecasting BBD... [2025-10-09T22:45:47.985754] [INFO ] [sig ] Generating forecast for: BBD [2025-10-09T22:45:47.985790] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBD' from 'https://tdm.silogroup.org/data/derivative_storage/BBD.csv'. [2025-10-09T22:45:47.997504] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBD'. [2025-10-09T22:45:47.997949] [INFO ] [FORECASTER] Starting predict_future for BBD [2025-10-09T22:45:48.023354] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:48.024093] [DEBUG] [LOCAL ] No optimal features file found for BBD: ./output/feature-sets/BBD.txt [2025-10-09T22:45:48.024148] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:48.024181] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:48.024209] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:48.024267] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:48.041900] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:48.042458] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:48.042541] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:48.042574] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:48.076347] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:48.076436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:48.076473] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:48.076503] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:48.079801] [DEBUG] [FORECASTER] BBD: Forecast T+1@11:T+2@11: DOWN (p=21.08%) [2025-10-09T22:45:48.080072] [INFO ] [FORECASTER] Completed predict_future for BBD [2025-10-09T22:45:48.080205] [INFO ] [sig ] BBD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:48.224951] [INFO ] [LOCAL ] Saved forecast: BBD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BBD.txt [2025-10-09T22:45:48.225174] [WARN ] [sig ] [204/2211] Failed BBD after 0.2s | 4.52 sym/s | Total: 45.1s | ETA: 7.4m [2025-10-09T22:45:48.225267] [INFO ] [sig ] [205/2211] Forecasting BBDC... [2025-10-09T22:45:48.225323] [INFO ] [sig ] Generating forecast for: BBDC [2025-10-09T22:45:48.225359] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBDC' from 'https://tdm.silogroup.org/data/derivative_storage/BBDC.csv'. [2025-10-09T22:45:48.235465] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBDC'. [2025-10-09T22:45:48.235766] [INFO ] [FORECASTER] Starting predict_future for BBDC [2025-10-09T22:45:48.261743] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:48.262438] [DEBUG] [LOCAL ] No optimal features file found for BBDC: ./output/feature-sets/BBDC.txt [2025-10-09T22:45:48.262493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:48.262528] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:48.262557] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:48.262613] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:48.280191] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:48.280806] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:48.280940] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:48.280980] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:48.316455] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:48.316577] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:48.316626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:48.316708] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:48.320246] [DEBUG] [FORECASTER] BBDC: Forecast T+1@11:T+2@11: DOWN (p=12.78%) [2025-10-09T22:45:48.321101] [INFO ] [FORECASTER] Completed predict_future for BBDC [2025-10-09T22:45:48.321249] [INFO ] [sig ] BBDC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:48.465089] [INFO ] [LOCAL ] Saved forecast: BBDC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BBDC.txt [2025-10-09T22:45:48.465287] [WARN ] [sig ] [205/2211] Failed BBDC after 0.2s | 4.52 sym/s | Total: 45.3s | ETA: 7.4m [2025-10-09T22:45:48.465363] [INFO ] [sig ] [206/2211] Forecasting BBDO... [2025-10-09T22:45:48.465403] [INFO ] [sig ] Generating forecast for: BBDO [2025-10-09T22:45:48.465434] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBDO' from 'https://tdm.silogroup.org/data/derivative_storage/BBDO.csv'. [2025-10-09T22:45:48.476989] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBDO'. [2025-10-09T22:45:48.477359] [INFO ] [FORECASTER] Starting predict_future for BBDO [2025-10-09T22:45:48.505075] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:48.505890] [DEBUG] [LOCAL ] No optimal features file found for BBDO: ./output/feature-sets/BBDO.txt [2025-10-09T22:45:48.505948] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:48.505983] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:48.506011] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:48.506069] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:48.524445] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:48.525092] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:48.525179] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:48.525214] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:48.575968] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:48.576119] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:48.576160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:48.576242] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:48.580160] [DEBUG] [FORECASTER] BBDO: Forecast T+1@11:T+2@11: UP (p=86.39%) [2025-10-09T22:45:48.580480] [INFO ] [FORECASTER] Completed predict_future for BBDO [2025-10-09T22:45:48.580639] [INFO ] [sig ] BBDO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:48.740959] [INFO ] [LOCAL ] Saved forecast: BBDO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BBDO.txt [2025-10-09T22:45:48.741226] [WARN ] [sig ] [206/2211] Failed BBDO after 0.3s | 4.52 sym/s | Total: 45.6s | ETA: 7.4m [2025-10-09T22:45:48.741306] [INFO ] [sig ] [207/2211] Forecasting BBN... [2025-10-09T22:45:48.741347] [INFO ] [sig ] Generating forecast for: BBN [2025-10-09T22:45:48.741378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBN' from 'https://tdm.silogroup.org/data/derivative_storage/BBN.csv'. [2025-10-09T22:45:48.751448] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBN'. [2025-10-09T22:45:48.751770] [INFO ] [FORECASTER] Starting predict_future for BBN [2025-10-09T22:45:48.777107] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:48.777894] [DEBUG] [LOCAL ] No optimal features file found for BBN: ./output/feature-sets/BBN.txt [2025-10-09T22:45:48.777950] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:48.777983] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:48.778146] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:48.778227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:48.795475] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:48.796069] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:48.796154] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:48.796188] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:48.831268] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:48.831378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:48.831415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:48.831444] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:48.834738] [DEBUG] [FORECASTER] BBN: Forecast T+1@11:T+2@11: UP (p=69.48%) [2025-10-09T22:45:48.835014] [INFO ] [FORECASTER] Completed predict_future for BBN [2025-10-09T22:45:48.835147] [INFO ] [sig ] BBN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:48.979001] [INFO ] [LOCAL ] Saved forecast: BBN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BBN.txt [2025-10-09T22:45:48.979239] [WARN ] [sig ] [207/2211] Failed BBN after 0.2s | 4.52 sym/s | Total: 45.8s | ETA: 7.4m [2025-10-09T22:45:48.979316] [INFO ] [sig ] [208/2211] Forecasting BBU... [2025-10-09T22:45:48.979355] [INFO ] [sig ] Generating forecast for: BBU [2025-10-09T22:45:48.979387] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBU' from 'https://tdm.silogroup.org/data/derivative_storage/BBU.csv'. [2025-10-09T22:45:48.983756] [WARN ] [REMOTE ] Historical data not found for symbol 'BBU' (404). [2025-10-09T22:45:48.983932] [FATAL] [sig ] BBU: No historical data fetched. [2025-10-09T22:45:48.984018] [WARN ] [sig ] [208/2211] Failed BBU after 0.0s | 4.54 sym/s | Total: 45.8s | ETA: 7.4m [2025-10-09T22:45:48.984084] [INFO ] [sig ] [209/2211] Forecasting BBUC... [2025-10-09T22:45:48.984122] [INFO ] [sig ] Generating forecast for: BBUC [2025-10-09T22:45:48.984152] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBUC' from 'https://tdm.silogroup.org/data/derivative_storage/BBUC.csv'. [2025-10-09T22:45:48.993553] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBUC'. [2025-10-09T22:45:48.993893] [INFO ] [FORECASTER] Starting predict_future for BBUC [2025-10-09T22:45:49.030263] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:49.031510] [DEBUG] [LOCAL ] No optimal features file found for BBUC: ./output/feature-sets/BBUC.txt [2025-10-09T22:45:49.031572] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:49.031609] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:49.031637] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:49.031744] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:49.056697] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:49.058197] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:49.058330] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:49.058382] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:49.107750] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:49.108037] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:49.108093] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:49.108124] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:49.112628] [DEBUG] [FORECASTER] BBUC: Forecast T+1@11:T+2@11: DOWN (p=32.11%) [2025-10-09T22:45:49.113100] [INFO ] [FORECASTER] Completed predict_future for BBUC [2025-10-09T22:45:49.113289] [INFO ] [sig ] BBUC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:49.268255] [INFO ] [LOCAL ] Saved forecast: BBUC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BBUC.txt [2025-10-09T22:45:49.268587] [WARN ] [sig ] [209/2211] Failed BBUC after 0.3s | 4.53 sym/s | Total: 46.1s | ETA: 7.4m [2025-10-09T22:45:49.268700] [INFO ] [sig ] [210/2211] Forecasting BBVA... [2025-10-09T22:45:49.268746] [INFO ] [sig ] Generating forecast for: BBVA [2025-10-09T22:45:49.268778] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBVA' from 'https://tdm.silogroup.org/data/derivative_storage/BBVA.csv'. [2025-10-09T22:45:49.280633] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBVA'. [2025-10-09T22:45:49.281069] [INFO ] [FORECASTER] Starting predict_future for BBVA [2025-10-09T22:45:49.308327] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:49.309221] [DEBUG] [LOCAL ] No optimal features file found for BBVA: ./output/feature-sets/BBVA.txt [2025-10-09T22:45:49.309277] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:49.309311] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:49.309338] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:49.309397] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:49.327903] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:49.328604] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:49.328725] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:49.328771] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:49.373700] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:49.373947] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:49.373994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:49.374023] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:49.378600] [DEBUG] [FORECASTER] BBVA: Forecast T+1@11:T+2@11: UP (p=61.45%) [2025-10-09T22:45:49.379045] [INFO ] [FORECASTER] Completed predict_future for BBVA [2025-10-09T22:45:49.379223] [INFO ] [sig ] BBVA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:49.537876] [INFO ] [LOCAL ] Saved forecast: BBVA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BBVA.txt [2025-10-09T22:45:49.538245] [WARN ] [sig ] [210/2211] Failed BBVA after 0.3s | 4.53 sym/s | Total: 46.4s | ETA: 7.4m [2025-10-09T22:45:49.538333] [INFO ] [sig ] [211/2211] Forecasting BBW... [2025-10-09T22:45:49.538373] [INFO ] [sig ] Generating forecast for: BBW [2025-10-09T22:45:49.538405] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBW' from 'https://tdm.silogroup.org/data/derivative_storage/BBW.csv'. [2025-10-09T22:45:49.550493] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBW'. [2025-10-09T22:45:49.551084] [INFO ] [FORECASTER] Starting predict_future for BBW [2025-10-09T22:45:49.578563] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:49.579630] [DEBUG] [LOCAL ] No optimal features file found for BBW: ./output/feature-sets/BBW.txt [2025-10-09T22:45:49.579740] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:49.579781] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:49.579811] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:49.579869] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:49.598527] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:49.599384] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:49.599482] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:49.599516] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:49.646954] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:49.647235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:49.647291] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:49.647322] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:49.651796] [DEBUG] [FORECASTER] BBW: Forecast T+1@11:T+2@11: UP (p=96.24%) [2025-10-09T22:45:49.652116] [INFO ] [FORECASTER] Completed predict_future for BBW [2025-10-09T22:45:49.652384] [INFO ] [sig ] BBW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:49.809357] [INFO ] [LOCAL ] Saved forecast: BBW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BBW.txt [2025-10-09T22:45:49.809807] [WARN ] [sig ] [211/2211] Failed BBW after 0.3s | 4.52 sym/s | Total: 46.7s | ETA: 7.4m [2025-10-09T22:45:49.809958] [INFO ] [sig ] [212/2211] Forecasting BBWI... [2025-10-09T22:45:49.810011] [INFO ] [sig ] Generating forecast for: BBWI [2025-10-09T22:45:49.810046] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBWI' from 'https://tdm.silogroup.org/data/derivative_storage/BBWI.csv'. [2025-10-09T22:45:49.823460] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBWI'. [2025-10-09T22:45:49.823892] [INFO ] [FORECASTER] Starting predict_future for BBWI [2025-10-09T22:45:49.853809] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:49.854901] [DEBUG] [LOCAL ] No optimal features file found for BBWI: ./output/feature-sets/BBWI.txt [2025-10-09T22:45:49.854964] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:49.855003] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:49.855032] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:49.855094] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:49.876875] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:49.878136] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:49.878271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:49.878314] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:49.938151] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:49.938423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:49.938504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:49.938537] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:49.942932] [DEBUG] [FORECASTER] BBWI: Forecast T+1@11:T+2@11: UP (p=84.09%) [2025-10-09T22:45:49.943270] [INFO ] [FORECASTER] Completed predict_future for BBWI [2025-10-09T22:45:49.943457] [INFO ] [sig ] BBWI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:50.108410] [INFO ] [LOCAL ] Saved forecast: BBWI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BBWI.txt [2025-10-09T22:45:50.108845] [WARN ] [sig ] [212/2211] Failed BBWI after 0.3s | 4.51 sym/s | Total: 47.0s | ETA: 7.4m [2025-10-09T22:45:50.108938] [INFO ] [sig ] [213/2211] Forecasting BBY... [2025-10-09T22:45:50.108979] [INFO ] [sig ] Generating forecast for: BBY [2025-10-09T22:45:50.109011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BBY' from 'https://tdm.silogroup.org/data/derivative_storage/BBY.csv'. [2025-10-09T22:45:50.121667] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BBY'. [2025-10-09T22:45:50.122064] [INFO ] [FORECASTER] Starting predict_future for BBY [2025-10-09T22:45:50.150112] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:50.151023] [DEBUG] [LOCAL ] No optimal features file found for BBY: ./output/feature-sets/BBY.txt [2025-10-09T22:45:50.151085] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:50.151123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:50.151151] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:50.151208] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:50.169882] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:50.171147] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:50.171255] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:50.171290] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:50.219293] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:50.219555] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:50.219602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:50.219632] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:50.224048] [DEBUG] [FORECASTER] BBY: Forecast T+1@11:T+2@11: UP (p=94.83%) [2025-10-09T22:45:50.224400] [INFO ] [FORECASTER] Completed predict_future for BBY [2025-10-09T22:45:50.224618] [INFO ] [sig ] BBY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:50.401398] [INFO ] [LOCAL ] Saved forecast: BBY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BBY.txt [2025-10-09T22:45:50.401832] [WARN ] [sig ] [213/2211] Failed BBY after 0.3s | 4.51 sym/s | Total: 47.3s | ETA: 7.4m [2025-10-09T22:45:50.401951] [INFO ] [sig ] [214/2211] Forecasting BC... [2025-10-09T22:45:50.402017] [INFO ] [sig ] Generating forecast for: BC [2025-10-09T22:45:50.402084] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BC' from 'https://tdm.silogroup.org/data/derivative_storage/BC.csv'. [2025-10-09T22:45:50.414273] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BC'. [2025-10-09T22:45:50.414703] [INFO ] [FORECASTER] Starting predict_future for BC [2025-10-09T22:45:50.442395] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:50.443310] [DEBUG] [LOCAL ] No optimal features file found for BC: ./output/feature-sets/BC.txt [2025-10-09T22:45:50.443371] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:50.443408] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:50.443438] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:50.443529] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:50.462207] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:50.462928] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:50.463027] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:50.463063] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:50.509267] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:50.509506] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:50.509553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:50.509588] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:50.513524] [DEBUG] [FORECASTER] BC: Forecast T+1@11:T+2@11: DOWN (p=7.67%) [2025-10-09T22:45:50.513880] [INFO ] [FORECASTER] Completed predict_future for BC [2025-10-09T22:45:50.514050] [INFO ] [sig ] BC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:50.673957] [INFO ] [LOCAL ] Saved forecast: BC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BC.txt [2025-10-09T22:45:50.674358] [WARN ] [sig ] [214/2211] Failed BC after 0.3s | 4.50 sym/s | Total: 47.5s | ETA: 7.4m [2025-10-09T22:45:50.674452] [INFO ] [sig ] [215/2211] Forecasting BCAT... [2025-10-09T22:45:50.674493] [INFO ] [sig ] Generating forecast for: BCAT [2025-10-09T22:45:50.674528] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCAT' from 'https://tdm.silogroup.org/data/derivative_storage/BCAT.csv'. [2025-10-09T22:45:50.687440] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BCAT'. [2025-10-09T22:45:50.688178] [INFO ] [FORECASTER] Starting predict_future for BCAT [2025-10-09T22:45:50.717969] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:50.719176] [DEBUG] [LOCAL ] No optimal features file found for BCAT: ./output/feature-sets/BCAT.txt [2025-10-09T22:45:50.719269] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:50.719307] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:50.719339] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:50.719401] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:50.738995] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:50.740159] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:50.740267] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:50.740305] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:50.785813] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:50.786075] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:50.786125] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:50.786156] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:50.792389] [DEBUG] [FORECASTER] BCAT: Forecast T+1@11:T+2@11: DOWN (p=17.65%) [2025-10-09T22:45:50.793021] [INFO ] [FORECASTER] Completed predict_future for BCAT [2025-10-09T22:45:50.793250] [INFO ] [sig ] BCAT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:50.947595] [INFO ] [LOCAL ] Saved forecast: BCAT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BCAT.txt [2025-10-09T22:45:50.948017] [WARN ] [sig ] [215/2211] Failed BCAT after 0.3s | 4.50 sym/s | Total: 47.8s | ETA: 7.4m [2025-10-09T22:45:50.948114] [INFO ] [sig ] [216/2211] Forecasting BCC... [2025-10-09T22:45:50.948157] [INFO ] [sig ] Generating forecast for: BCC [2025-10-09T22:45:50.948192] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCC' from 'https://tdm.silogroup.org/data/derivative_storage/BCC.csv'. [2025-10-09T22:45:50.960802] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BCC'. [2025-10-09T22:45:50.961385] [INFO ] [FORECASTER] Starting predict_future for BCC [2025-10-09T22:45:50.993025] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:50.994201] [DEBUG] [LOCAL ] No optimal features file found for BCC: ./output/feature-sets/BCC.txt [2025-10-09T22:45:50.994263] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:50.994302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:50.994335] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:50.994395] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:51.014191] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:51.015397] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:51.015502] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:51.015537] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:51.060733] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:51.060993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:51.061046] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:51.061077] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:51.064935] [DEBUG] [FORECASTER] BCC: Forecast T+1@11:T+2@11: DOWN (p=9.63%) [2025-10-09T22:45:51.065252] [INFO ] [FORECASTER] Completed predict_future for BCC [2025-10-09T22:45:51.065411] [INFO ] [sig ] BCC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:51.231231] [INFO ] [LOCAL ] Saved forecast: BCC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BCC.txt [2025-10-09T22:45:51.231601] [WARN ] [sig ] [216/2211] Failed BCC after 0.3s | 4.49 sym/s | Total: 48.1s | ETA: 7.4m [2025-10-09T22:45:51.231723] [INFO ] [sig ] [217/2211] Forecasting BCE... [2025-10-09T22:45:51.231789] [INFO ] [sig ] Generating forecast for: BCE [2025-10-09T22:45:51.231839] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCE' from 'https://tdm.silogroup.org/data/derivative_storage/BCE.csv'. [2025-10-09T22:45:51.243048] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BCE'. [2025-10-09T22:45:51.243416] [INFO ] [FORECASTER] Starting predict_future for BCE [2025-10-09T22:45:51.275166] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:51.276002] [DEBUG] [LOCAL ] No optimal features file found for BCE: ./output/feature-sets/BCE.txt [2025-10-09T22:45:51.276060] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:51.276098] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:51.276145] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:51.276225] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:51.298783] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:51.299637] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:51.299754] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:51.299792] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:51.342621] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:51.342760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:51.342808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:51.342838] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:51.346398] [DEBUG] [FORECASTER] BCE: Forecast T+1@11:T+2@11: DOWN (p=11.80%) [2025-10-09T22:45:51.346763] [INFO ] [FORECASTER] Completed predict_future for BCE [2025-10-09T22:45:51.346909] [INFO ] [sig ] BCE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:51.489104] [INFO ] [LOCAL ] Saved forecast: BCE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BCE.txt [2025-10-09T22:45:51.489363] [WARN ] [sig ] [217/2211] Failed BCE after 0.3s | 4.49 sym/s | Total: 48.4s | ETA: 7.4m [2025-10-09T22:45:51.489442] [INFO ] [sig ] [218/2211] Forecasting BCH... [2025-10-09T22:45:51.489481] [INFO ] [sig ] Generating forecast for: BCH [2025-10-09T22:45:51.489511] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCH' from 'https://tdm.silogroup.org/data/derivative_storage/BCH.csv'. [2025-10-09T22:45:51.499964] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BCH'. [2025-10-09T22:45:51.500289] [INFO ] [FORECASTER] Starting predict_future for BCH [2025-10-09T22:45:51.525529] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:51.526329] [DEBUG] [LOCAL ] No optimal features file found for BCH: ./output/feature-sets/BCH.txt [2025-10-09T22:45:51.526389] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:51.526423] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:51.526450] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:51.526507] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:51.544624] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:51.545587] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:51.545708] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:51.545761] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:51.610617] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:51.610891] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:51.610958] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:51.611013] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:51.614873] [DEBUG] [FORECASTER] BCH: Forecast T+1@11:T+2@11: DOWN (p=5.61%) [2025-10-09T22:45:51.615158] [INFO ] [FORECASTER] Completed predict_future for BCH [2025-10-09T22:45:51.615302] [INFO ] [sig ] BCH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:51.766425] [INFO ] [LOCAL ] Saved forecast: BCH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BCH.txt [2025-10-09T22:45:51.766695] [WARN ] [sig ] [218/2211] Failed BCH after 0.3s | 4.48 sym/s | Total: 48.6s | ETA: 7.4m [2025-10-09T22:45:51.766780] [INFO ] [sig ] [219/2211] Forecasting BCO... [2025-10-09T22:45:51.766865] [INFO ] [sig ] Generating forecast for: BCO [2025-10-09T22:45:51.766925] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCO' from 'https://tdm.silogroup.org/data/derivative_storage/BCO.csv'. [2025-10-09T22:45:51.777233] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BCO'. [2025-10-09T22:45:51.777535] [INFO ] [FORECASTER] Starting predict_future for BCO [2025-10-09T22:45:51.804052] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:51.804858] [DEBUG] [LOCAL ] No optimal features file found for BCO: ./output/feature-sets/BCO.txt [2025-10-09T22:45:51.804918] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:51.804953] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:51.804979] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:51.805035] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:51.822896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:51.823661] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:51.823754] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:51.823791] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:51.862063] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:51.862161] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:51.862199] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:51.862270] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:51.865484] [DEBUG] [FORECASTER] BCO: Forecast T+1@11:T+2@11: UP (p=52.59%) [2025-10-09T22:45:51.865799] [INFO ] [FORECASTER] Completed predict_future for BCO [2025-10-09T22:45:51.865941] [INFO ] [sig ] BCO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:52.015774] [INFO ] [LOCAL ] Saved forecast: BCO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BCO.txt [2025-10-09T22:45:52.016046] [WARN ] [sig ] [219/2211] Failed BCO after 0.2s | 4.48 sym/s | Total: 48.9s | ETA: 7.4m [2025-10-09T22:45:52.016132] [INFO ] [sig ] [220/2211] Forecasting BCS... [2025-10-09T22:45:52.016172] [INFO ] [sig ] Generating forecast for: BCS [2025-10-09T22:45:52.016203] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCS' from 'https://tdm.silogroup.org/data/derivative_storage/BCS.csv'. [2025-10-09T22:45:52.021107] [WARN ] [REMOTE ] Historical data not found for symbol 'BCS' (404). [2025-10-09T22:45:52.021376] [FATAL] [sig ] BCS: No historical data fetched. [2025-10-09T22:45:52.021470] [WARN ] [sig ] [220/2211] Failed BCS after 0.0s | 4.50 sym/s | Total: 48.9s | ETA: 7.4m [2025-10-09T22:45:52.021540] [INFO ] [sig ] [221/2211] Forecasting BCSF... [2025-10-09T22:45:52.021582] [INFO ] [sig ] Generating forecast for: BCSF [2025-10-09T22:45:52.021613] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCSF' from 'https://tdm.silogroup.org/data/derivative_storage/BCSF.csv'. [2025-10-09T22:45:52.031532] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BCSF'. [2025-10-09T22:45:52.031949] [INFO ] [FORECASTER] Starting predict_future for BCSF [2025-10-09T22:45:52.057609] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:52.058364] [DEBUG] [LOCAL ] No optimal features file found for BCSF: ./output/feature-sets/BCSF.txt [2025-10-09T22:45:52.058419] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:52.058453] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:52.058480] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:52.058536] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:52.075947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:52.076517] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:52.076603] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:52.076636] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:52.118132] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:52.118244] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:52.118282] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:52.118310] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:52.121717] [DEBUG] [FORECASTER] BCSF: Forecast T+1@11:T+2@11: UP (p=79.87%) [2025-10-09T22:45:52.122000] [INFO ] [FORECASTER] Completed predict_future for BCSF [2025-10-09T22:45:52.122139] [INFO ] [sig ] BCSF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:52.265158] [INFO ] [LOCAL ] Saved forecast: BCSF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BCSF.txt [2025-10-09T22:45:52.265414] [WARN ] [sig ] [221/2211] Failed BCSF after 0.2s | 4.50 sym/s | Total: 49.1s | ETA: 7.4m [2025-10-09T22:45:52.265493] [INFO ] [sig ] [222/2211] Forecasting BCX... [2025-10-09T22:45:52.265532] [INFO ] [sig ] Generating forecast for: BCX [2025-10-09T22:45:52.265562] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BCX' from 'https://tdm.silogroup.org/data/derivative_storage/BCX.csv'. [2025-10-09T22:45:52.275530] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BCX'. [2025-10-09T22:45:52.275911] [INFO ] [FORECASTER] Starting predict_future for BCX [2025-10-09T22:45:52.301749] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:52.302470] [DEBUG] [LOCAL ] No optimal features file found for BCX: ./output/feature-sets/BCX.txt [2025-10-09T22:45:52.302529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:52.302563] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:52.302590] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:52.302668] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:52.320078] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:52.320708] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:52.320798] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:52.320831] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:52.365877] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:52.365993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:52.366030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:52.366058] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:52.369533] [DEBUG] [FORECASTER] BCX: Forecast T+1@11:T+2@11: DOWN (p=39.66%) [2025-10-09T22:45:52.369841] [INFO ] [FORECASTER] Completed predict_future for BCX [2025-10-09T22:45:52.369993] [INFO ] [sig ] BCX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:52.512617] [INFO ] [LOCAL ] Saved forecast: BCX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BCX.txt [2025-10-09T22:45:52.512891] [WARN ] [sig ] [222/2211] Failed BCX after 0.2s | 4.50 sym/s | Total: 49.4s | ETA: 7.4m [2025-10-09T22:45:52.512972] [INFO ] [sig ] [223/2211] Forecasting BDC... [2025-10-09T22:45:52.513011] [INFO ] [sig ] Generating forecast for: BDC [2025-10-09T22:45:52.513042] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDC' from 'https://tdm.silogroup.org/data/derivative_storage/BDC.csv'. [2025-10-09T22:45:52.524683] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BDC'. [2025-10-09T22:45:52.524999] [INFO ] [FORECASTER] Starting predict_future for BDC [2025-10-09T22:45:52.550599] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:52.551412] [DEBUG] [LOCAL ] No optimal features file found for BDC: ./output/feature-sets/BDC.txt [2025-10-09T22:45:52.551479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:52.551519] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:52.551553] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:52.551620] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:52.569387] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:52.570002] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:52.570089] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:52.570123] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:52.617027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:52.617140] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:52.617177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:52.617206] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:52.620575] [DEBUG] [FORECASTER] BDC: Forecast T+1@11:T+2@11: UP (p=95.02%) [2025-10-09T22:45:52.620880] [INFO ] [FORECASTER] Completed predict_future for BDC [2025-10-09T22:45:52.621025] [INFO ] [sig ] BDC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:52.765372] [INFO ] [LOCAL ] Saved forecast: BDC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BDC.txt [2025-10-09T22:45:52.765667] [WARN ] [sig ] [223/2211] Failed BDC after 0.3s | 4.49 sym/s | Total: 49.6s | ETA: 7.4m [2025-10-09T22:45:52.765749] [INFO ] [sig ] [224/2211] Forecasting BDJ... [2025-10-09T22:45:52.765788] [INFO ] [sig ] Generating forecast for: BDJ [2025-10-09T22:45:52.765819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDJ' from 'https://tdm.silogroup.org/data/derivative_storage/BDJ.csv'. [2025-10-09T22:45:52.776956] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BDJ'. [2025-10-09T22:45:52.777271] [INFO ] [FORECASTER] Starting predict_future for BDJ [2025-10-09T22:45:52.802830] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:52.803534] [DEBUG] [LOCAL ] No optimal features file found for BDJ: ./output/feature-sets/BDJ.txt [2025-10-09T22:45:52.803588] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:52.803621] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:52.803678] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:52.803757] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:52.821166] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:52.821751] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:52.821838] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:52.821923] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:52.863026] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:52.863136] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:52.863171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:52.863199] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:52.866422] [DEBUG] [FORECASTER] BDJ: Forecast T+1@11:T+2@11: UP (p=96.29%) [2025-10-09T22:45:52.866722] [INFO ] [FORECASTER] Completed predict_future for BDJ [2025-10-09T22:45:52.866873] [INFO ] [sig ] BDJ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:53.013203] [INFO ] [LOCAL ] Saved forecast: BDJ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BDJ.txt [2025-10-09T22:45:53.013525] [WARN ] [sig ] [224/2211] Failed BDJ after 0.2s | 4.49 sym/s | Total: 49.9s | ETA: 7.4m [2025-10-09T22:45:53.013614] [INFO ] [sig ] [225/2211] Forecasting BDN... [2025-10-09T22:45:53.013690] [INFO ] [sig ] Generating forecast for: BDN [2025-10-09T22:45:53.013750] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDN' from 'https://tdm.silogroup.org/data/derivative_storage/BDN.csv'. [2025-10-09T22:45:53.025068] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BDN'. [2025-10-09T22:45:53.025414] [INFO ] [FORECASTER] Starting predict_future for BDN [2025-10-09T22:45:53.051010] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:53.051753] [DEBUG] [LOCAL ] No optimal features file found for BDN: ./output/feature-sets/BDN.txt [2025-10-09T22:45:53.051809] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:53.051842] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:53.051869] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:53.051925] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:53.069142] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:53.069797] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:53.069884] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:53.069917] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:53.111896] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:53.112041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:53.112101] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:53.112175] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:53.115600] [DEBUG] [FORECASTER] BDN: Forecast T+1@11:T+2@11: DOWN (p=17.20%) [2025-10-09T22:45:53.115908] [INFO ] [FORECASTER] Completed predict_future for BDN [2025-10-09T22:45:53.116054] [INFO ] [sig ] BDN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:53.257174] [INFO ] [LOCAL ] Saved forecast: BDN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BDN.txt [2025-10-09T22:45:53.257402] [WARN ] [sig ] [225/2211] Failed BDN after 0.2s | 4.49 sym/s | Total: 50.1s | ETA: 7.4m [2025-10-09T22:45:53.257484] [INFO ] [sig ] [226/2211] Forecasting BDX... [2025-10-09T22:45:53.257523] [INFO ] [sig ] Generating forecast for: BDX [2025-10-09T22:45:53.257554] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BDX' from 'https://tdm.silogroup.org/data/derivative_storage/BDX.csv'. [2025-10-09T22:45:53.268483] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BDX'. [2025-10-09T22:45:53.268952] [INFO ] [FORECASTER] Starting predict_future for BDX [2025-10-09T22:45:53.295708] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:53.296695] [DEBUG] [LOCAL ] No optimal features file found for BDX: ./output/feature-sets/BDX.txt [2025-10-09T22:45:53.296758] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:53.296796] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:53.296825] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:53.296882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:53.315163] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:53.315971] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:53.316065] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:53.316101] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:53.361278] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:53.361454] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:53.361499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:53.361530] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:53.365247] [DEBUG] [FORECASTER] BDX: Forecast T+1@11:T+2@11: DOWN (p=48.30%) [2025-10-09T22:45:53.365548] [INFO ] [FORECASTER] Completed predict_future for BDX [2025-10-09T22:45:53.365736] [INFO ] [sig ] BDX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:53.525844] [INFO ] [LOCAL ] Saved forecast: BDX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BDX.txt [2025-10-09T22:45:53.526094] [WARN ] [sig ] [226/2211] Failed BDX after 0.3s | 4.48 sym/s | Total: 50.4s | ETA: 7.4m [2025-10-09T22:45:53.526180] [INFO ] [sig ] [227/2211] Forecasting BE... [2025-10-09T22:45:53.526219] [INFO ] [sig ] Generating forecast for: BE [2025-10-09T22:45:53.526250] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BE' from 'https://tdm.silogroup.org/data/derivative_storage/BE.csv'. [2025-10-09T22:45:53.537465] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BE'. [2025-10-09T22:45:53.537894] [INFO ] [FORECASTER] Starting predict_future for BE [2025-10-09T22:45:53.564630] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:53.565499] [DEBUG] [LOCAL ] No optimal features file found for BE: ./output/feature-sets/BE.txt [2025-10-09T22:45:53.565558] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:53.565595] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:53.565626] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:53.565725] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:53.584565] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:53.585477] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:53.585639] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:53.585720] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:53.626507] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:53.626731] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:53.626788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:53.626819] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:53.630552] [DEBUG] [FORECASTER] BE: Forecast T+1@11:T+2@11: UP (p=84.29%) [2025-10-09T22:45:53.630880] [INFO ] [FORECASTER] Completed predict_future for BE [2025-10-09T22:45:53.631037] [INFO ] [sig ] BE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:53.780153] [INFO ] [LOCAL ] Saved forecast: BE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BE.txt [2025-10-09T22:45:53.780412] [WARN ] [sig ] [227/2211] Failed BE after 0.3s | 4.48 sym/s | Total: 50.6s | ETA: 7.4m [2025-10-09T22:45:53.780490] [INFO ] [sig ] [228/2211] Forecasting BEKE... [2025-10-09T22:45:53.780546] [INFO ] [sig ] Generating forecast for: BEKE [2025-10-09T22:45:53.780580] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEKE' from 'https://tdm.silogroup.org/data/derivative_storage/BEKE.csv'. [2025-10-09T22:45:53.799707] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BEKE'. [2025-10-09T22:45:53.800065] [INFO ] [FORECASTER] Starting predict_future for BEKE [2025-10-09T22:45:53.826733] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:53.827512] [DEBUG] [LOCAL ] No optimal features file found for BEKE: ./output/feature-sets/BEKE.txt [2025-10-09T22:45:53.827599] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:53.827683] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:53.827731] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:53.827795] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:53.846146] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:53.846782] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:53.846870] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:53.846905] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:53.885117] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:53.885251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:53.885292] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:53.885321] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:53.888867] [DEBUG] [FORECASTER] BEKE: Forecast T+1@11:T+2@11: UP (p=90.21%) [2025-10-09T22:45:53.889153] [INFO ] [FORECASTER] Completed predict_future for BEKE [2025-10-09T22:45:53.889298] [INFO ] [sig ] BEKE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:54.041604] [INFO ] [LOCAL ] Saved forecast: BEKE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BEKE.txt [2025-10-09T22:45:54.041875] [WARN ] [sig ] [228/2211] Failed BEKE after 0.3s | 4.48 sym/s | Total: 50.9s | ETA: 7.4m [2025-10-09T22:45:54.041959] [INFO ] [sig ] [229/2211] Forecasting BEN... [2025-10-09T22:45:54.041998] [INFO ] [sig ] Generating forecast for: BEN [2025-10-09T22:45:54.042030] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEN' from 'https://tdm.silogroup.org/data/derivative_storage/BEN.csv'. [2025-10-09T22:45:54.052022] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BEN'. [2025-10-09T22:45:54.052320] [INFO ] [FORECASTER] Starting predict_future for BEN [2025-10-09T22:45:54.077509] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:54.078256] [DEBUG] [LOCAL ] No optimal features file found for BEN: ./output/feature-sets/BEN.txt [2025-10-09T22:45:54.078311] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:54.078345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:54.078371] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:54.078427] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:54.095528] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:54.096106] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:54.096192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:54.096225] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:54.132414] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:54.132630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:54.132711] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:54.132749] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:54.136239] [DEBUG] [FORECASTER] BEN: Forecast T+1@11:T+2@11: UP (p=91.29%) [2025-10-09T22:45:54.136514] [INFO ] [FORECASTER] Completed predict_future for BEN [2025-10-09T22:45:54.136694] [INFO ] [sig ] BEN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:54.278188] [INFO ] [LOCAL ] Saved forecast: BEN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BEN.txt [2025-10-09T22:45:54.278425] [WARN ] [sig ] [229/2211] Failed BEN after 0.2s | 4.48 sym/s | Total: 51.1s | ETA: 7.4m [2025-10-09T22:45:54.278531] [INFO ] [sig ] [230/2211] Forecasting BEP... [2025-10-09T22:45:54.278587] [INFO ] [sig ] Generating forecast for: BEP [2025-10-09T22:45:54.278621] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEP' from 'https://tdm.silogroup.org/data/derivative_storage/BEP.csv'. [2025-10-09T22:45:54.290046] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BEP'. [2025-10-09T22:45:54.290377] [INFO ] [FORECASTER] Starting predict_future for BEP [2025-10-09T22:45:54.316362] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:54.317136] [DEBUG] [LOCAL ] No optimal features file found for BEP: ./output/feature-sets/BEP.txt [2025-10-09T22:45:54.317191] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:54.317224] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:54.317251] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:54.317308] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:54.334447] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:54.335066] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:54.335148] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:54.335181] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:54.370216] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:54.370312] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:54.370348] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:54.370376] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:54.373722] [DEBUG] [FORECASTER] BEP: Forecast T+1@11:T+2@11: UP (p=96.55%) [2025-10-09T22:45:54.373999] [INFO ] [FORECASTER] Completed predict_future for BEP [2025-10-09T22:45:54.374130] [INFO ] [sig ] BEP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:54.515808] [INFO ] [LOCAL ] Saved forecast: BEP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BEP.txt [2025-10-09T22:45:54.516027] [WARN ] [sig ] [230/2211] Failed BEP after 0.2s | 4.48 sym/s | Total: 51.4s | ETA: 7.4m [2025-10-09T22:45:54.516112] [INFO ] [sig ] [231/2211] Forecasting BEPC... [2025-10-09T22:45:54.516152] [INFO ] [sig ] Generating forecast for: BEPC [2025-10-09T22:45:54.516183] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPC' from 'https://tdm.silogroup.org/data/derivative_storage/BEPC.csv'. [2025-10-09T22:45:54.525904] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BEPC'. [2025-10-09T22:45:54.526172] [INFO ] [FORECASTER] Starting predict_future for BEPC [2025-10-09T22:45:54.551331] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:54.552070] [DEBUG] [LOCAL ] No optimal features file found for BEPC: ./output/feature-sets/BEPC.txt [2025-10-09T22:45:54.552129] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:54.552162] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:54.552238] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:54.552305] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:54.569592] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:54.570165] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:54.570248] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:54.570281] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:54.633814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:54.633891] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:54.633926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:54.633954] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:54.636940] [DEBUG] [FORECASTER] BEPC: Forecast T+1@11:T+2@11: UP (p=95.41%) [2025-10-09T22:45:54.637201] [INFO ] [FORECASTER] Completed predict_future for BEPC [2025-10-09T22:45:54.637334] [INFO ] [sig ] BEPC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:54.780420] [INFO ] [LOCAL ] Saved forecast: BEPC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BEPC.txt [2025-10-09T22:45:54.780730] [WARN ] [sig ] [231/2211] Failed BEPC after 0.3s | 4.47 sym/s | Total: 51.6s | ETA: 7.4m [2025-10-09T22:45:54.780818] [INFO ] [sig ] [232/2211] Forecasting BEPH... [2025-10-09T22:45:54.780858] [INFO ] [sig ] Generating forecast for: BEPH [2025-10-09T22:45:54.780891] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPH' from 'https://tdm.silogroup.org/data/derivative_storage/BEPH.csv'. [2025-10-09T22:45:54.792151] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BEPH'. [2025-10-09T22:45:54.792521] [INFO ] [FORECASTER] Starting predict_future for BEPH [2025-10-09T22:45:54.818129] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:54.818937] [DEBUG] [LOCAL ] No optimal features file found for BEPH: ./output/feature-sets/BEPH.txt [2025-10-09T22:45:54.818993] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:54.819026] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:54.819053] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:54.819109] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:54.836427] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:54.837262] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:54.837355] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:54.837388] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:54.872520] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:54.872737] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:54.872795] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:54.872851] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:54.876412] [DEBUG] [FORECASTER] BEPH: Forecast T+1@11:T+2@11: UP (p=54.14%) [2025-10-09T22:45:54.876748] [INFO ] [FORECASTER] Completed predict_future for BEPH [2025-10-09T22:45:54.876899] [INFO ] [sig ] BEPH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:55.023257] [INFO ] [LOCAL ] Saved forecast: BEPH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BEPH.txt [2025-10-09T22:45:55.023583] [WARN ] [sig ] [232/2211] Failed BEPH after 0.2s | 4.47 sym/s | Total: 51.9s | ETA: 7.4m [2025-10-09T22:45:55.023697] [INFO ] [sig ] [233/2211] Forecasting BEPI... [2025-10-09T22:45:55.023744] [INFO ] [sig ] Generating forecast for: BEPI [2025-10-09T22:45:55.023777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPI' from 'https://tdm.silogroup.org/data/derivative_storage/BEPI.csv'. [2025-10-09T22:45:55.034096] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BEPI'. [2025-10-09T22:45:55.034551] [INFO ] [FORECASTER] Starting predict_future for BEPI [2025-10-09T22:45:55.060571] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:55.061486] [DEBUG] [LOCAL ] No optimal features file found for BEPI: ./output/feature-sets/BEPI.txt [2025-10-09T22:45:55.061547] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:55.061582] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:55.061611] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:55.061690] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:55.079383] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:55.080363] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:55.080465] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:55.080499] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:55.114283] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:55.114479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:55.114527] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:55.114558] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:55.118181] [DEBUG] [FORECASTER] BEPI: Forecast T+1@11:T+2@11: UP (p=56.62%) [2025-10-09T22:45:55.118461] [INFO ] [FORECASTER] Completed predict_future for BEPI [2025-10-09T22:45:55.118603] [INFO ] [sig ] BEPI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:55.264039] [INFO ] [LOCAL ] Saved forecast: BEPI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BEPI.txt [2025-10-09T22:45:55.264303] [WARN ] [sig ] [233/2211] Failed BEPI after 0.2s | 4.47 sym/s | Total: 52.1s | ETA: 7.4m [2025-10-09T22:45:55.264388] [INFO ] [sig ] [234/2211] Forecasting BEPJ... [2025-10-09T22:45:55.264428] [INFO ] [sig ] Generating forecast for: BEPJ [2025-10-09T22:45:55.264458] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BEPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BEPJ.csv'. [2025-10-09T22:45:55.269018] [WARN ] [REMOTE ] Historical data not found for symbol 'BEPJ' (404). [2025-10-09T22:45:55.269211] [FATAL] [sig ] BEPJ: No historical data fetched. [2025-10-09T22:45:55.269297] [WARN ] [sig ] [234/2211] Failed BEPJ after 0.0s | 4.49 sym/s | Total: 52.1s | ETA: 7.3m [2025-10-09T22:45:55.269363] [INFO ] [sig ] [235/2211] Forecasting BFAM... [2025-10-09T22:45:55.269402] [INFO ] [sig ] Generating forecast for: BFAM [2025-10-09T22:45:55.269432] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFAM' from 'https://tdm.silogroup.org/data/derivative_storage/BFAM.csv'. [2025-10-09T22:45:55.278357] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BFAM'. [2025-10-09T22:45:55.278777] [INFO ] [FORECASTER] Starting predict_future for BFAM [2025-10-09T22:45:55.304224] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:55.305058] [DEBUG] [LOCAL ] No optimal features file found for BFAM: ./output/feature-sets/BFAM.txt [2025-10-09T22:45:55.305119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:55.305154] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:55.305182] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:55.305239] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:55.322872] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:55.323686] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:55.323782] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:55.323817] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:55.360023] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:55.360242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:55.360286] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:55.360316] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:55.364727] [DEBUG] [FORECASTER] BFAM: Forecast T+1@11:T+2@11: DOWN (p=3.02%) [2025-10-09T22:45:55.365033] [INFO ] [FORECASTER] Completed predict_future for BFAM [2025-10-09T22:45:55.365175] [INFO ] [sig ] BFAM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:55.510475] [INFO ] [LOCAL ] Saved forecast: BFAM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BFAM.txt [2025-10-09T22:45:55.510765] [WARN ] [sig ] [235/2211] Failed BFAM after 0.2s | 4.49 sym/s | Total: 52.4s | ETA: 7.3m [2025-10-09T22:45:55.510856] [INFO ] [sig ] [236/2211] Forecasting BFH... [2025-10-09T22:45:55.510897] [INFO ] [sig ] Generating forecast for: BFH [2025-10-09T22:45:55.510928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFH' from 'https://tdm.silogroup.org/data/derivative_storage/BFH.csv'. [2025-10-09T22:45:55.521355] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BFH'. [2025-10-09T22:45:55.521762] [INFO ] [FORECASTER] Starting predict_future for BFH [2025-10-09T22:45:55.547422] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:55.548287] [DEBUG] [LOCAL ] No optimal features file found for BFH: ./output/feature-sets/BFH.txt [2025-10-09T22:45:55.548343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:55.548378] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:55.548406] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:55.548470] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:55.566214] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:55.566814] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:55.566897] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:55.566930] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:55.605586] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:55.605804] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:55.605856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:55.605888] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:55.609454] [DEBUG] [FORECASTER] BFH: Forecast T+1@11:T+2@11: UP (p=96.38%) [2025-10-09T22:45:55.609788] [INFO ] [FORECASTER] Completed predict_future for BFH [2025-10-09T22:45:55.609935] [INFO ] [sig ] BFH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:55.755680] [INFO ] [LOCAL ] Saved forecast: BFH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BFH.txt [2025-10-09T22:45:55.755950] [WARN ] [sig ] [236/2211] Failed BFH after 0.2s | 4.48 sym/s | Total: 52.6s | ETA: 7.3m [2025-10-09T22:45:55.756043] [INFO ] [sig ] [237/2211] Forecasting BFK... [2025-10-09T22:45:55.756084] [INFO ] [sig ] Generating forecast for: BFK [2025-10-09T22:45:55.756116] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFK' from 'https://tdm.silogroup.org/data/derivative_storage/BFK.csv'. [2025-10-09T22:45:55.767764] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BFK'. [2025-10-09T22:45:55.768167] [INFO ] [FORECASTER] Starting predict_future for BFK [2025-10-09T22:45:55.794031] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:55.794787] [DEBUG] [LOCAL ] No optimal features file found for BFK: ./output/feature-sets/BFK.txt [2025-10-09T22:45:55.794842] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:55.794876] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:55.794903] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:55.794958] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:55.812438] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:55.813036] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:55.813122] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:55.813155] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:55.848822] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:55.848939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:55.848980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:55.849011] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:55.852770] [DEBUG] [FORECASTER] BFK: Forecast T+1@11:T+2@11: UP (p=76.68%) [2025-10-09T22:45:55.853076] [INFO ] [FORECASTER] Completed predict_future for BFK [2025-10-09T22:45:55.853224] [INFO ] [sig ] BFK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:55.997166] [INFO ] [LOCAL ] Saved forecast: BFK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BFK.txt [2025-10-09T22:45:55.997392] [WARN ] [sig ] [237/2211] Failed BFK after 0.2s | 4.48 sym/s | Total: 52.9s | ETA: 7.3m [2025-10-09T22:45:55.997474] [INFO ] [sig ] [238/2211] Forecasting BFLY... [2025-10-09T22:45:55.997514] [INFO ] [sig ] Generating forecast for: BFLY [2025-10-09T22:45:55.997546] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFLY' from 'https://tdm.silogroup.org/data/derivative_storage/BFLY.csv'. [2025-10-09T22:45:56.002563] [WARN ] [REMOTE ] Historical data not found for symbol 'BFLY' (404). [2025-10-09T22:45:56.002772] [FATAL] [sig ] BFLY: No historical data fetched. [2025-10-09T22:45:56.002860] [WARN ] [sig ] [238/2211] Failed BFLY after 0.0s | 4.50 sym/s | Total: 52.9s | ETA: 7.3m [2025-10-09T22:45:56.002904] [INFO ] [sig ] [239/2211] Forecasting BFS... [2025-10-09T22:45:56.002935] [INFO ] [sig ] Generating forecast for: BFS [2025-10-09T22:45:56.002963] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFS' from 'https://tdm.silogroup.org/data/derivative_storage/BFS.csv'. [2025-10-09T22:45:56.006874] [WARN ] [REMOTE ] Historical data not found for symbol 'BFS' (404). [2025-10-09T22:45:56.007047] [FATAL] [sig ] BFS: No historical data fetched. [2025-10-09T22:45:56.007131] [WARN ] [sig ] [239/2211] Failed BFS after 0.0s | 4.52 sym/s | Total: 52.9s | ETA: 7.3m [2025-10-09T22:45:56.007200] [INFO ] [sig ] [240/2211] Forecasting BFZ... [2025-10-09T22:45:56.007239] [INFO ] [sig ] Generating forecast for: BFZ [2025-10-09T22:45:56.007268] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BFZ' from 'https://tdm.silogroup.org/data/derivative_storage/BFZ.csv'. [2025-10-09T22:45:56.016935] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BFZ'. [2025-10-09T22:45:56.017267] [INFO ] [FORECASTER] Starting predict_future for BFZ [2025-10-09T22:45:56.042712] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:56.043427] [DEBUG] [LOCAL ] No optimal features file found for BFZ: ./output/feature-sets/BFZ.txt [2025-10-09T22:45:56.043481] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:56.043514] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:56.043540] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:56.043599] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:56.060819] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:56.061365] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:56.061449] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:56.061482] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:56.099497] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:56.099703] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:56.099763] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:56.099831] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:56.105299] [DEBUG] [FORECASTER] BFZ: Forecast T+1@11:T+2@11: DOWN (p=46.86%) [2025-10-09T22:45:56.105581] [INFO ] [FORECASTER] Completed predict_future for BFZ [2025-10-09T22:45:56.105760] [INFO ] [sig ] BFZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:56.247380] [INFO ] [LOCAL ] Saved forecast: BFZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BFZ.txt [2025-10-09T22:45:56.247617] [WARN ] [sig ] [240/2211] Failed BFZ after 0.2s | 4.52 sym/s | Total: 53.1s | ETA: 7.3m [2025-10-09T22:45:56.247737] [INFO ] [sig ] [241/2211] Forecasting BG... [2025-10-09T22:45:56.247777] [INFO ] [sig ] Generating forecast for: BG [2025-10-09T22:45:56.247809] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BG' from 'https://tdm.silogroup.org/data/derivative_storage/BG.csv'. [2025-10-09T22:45:56.258035] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BG'. [2025-10-09T22:45:56.258353] [INFO ] [FORECASTER] Starting predict_future for BG [2025-10-09T22:45:56.283672] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:56.284386] [DEBUG] [LOCAL ] No optimal features file found for BG: ./output/feature-sets/BG.txt [2025-10-09T22:45:56.284441] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:56.284474] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:56.284500] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:56.284555] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:56.301943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:56.302525] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:56.302608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:56.302661] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:56.338988] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:56.339099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:56.339136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:56.339164] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:56.342367] [DEBUG] [FORECASTER] BG: Forecast T+1@11:T+2@11: DOWN (p=11.05%) [2025-10-09T22:45:56.342666] [INFO ] [FORECASTER] Completed predict_future for BG [2025-10-09T22:45:56.342819] [INFO ] [sig ] BG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:56.484720] [INFO ] [LOCAL ] Saved forecast: BG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BG.txt [2025-10-09T22:45:56.484942] [WARN ] [sig ] [241/2211] Failed BG after 0.2s | 4.52 sym/s | Total: 53.3s | ETA: 7.3m [2025-10-09T22:45:56.485022] [INFO ] [sig ] [242/2211] Forecasting BGB... [2025-10-09T22:45:56.485062] [INFO ] [sig ] Generating forecast for: BGB [2025-10-09T22:45:56.485094] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGB' from 'https://tdm.silogroup.org/data/derivative_storage/BGB.csv'. [2025-10-09T22:45:56.495852] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BGB'. [2025-10-09T22:45:56.496171] [INFO ] [FORECASTER] Starting predict_future for BGB [2025-10-09T22:45:56.521525] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:56.522288] [DEBUG] [LOCAL ] No optimal features file found for BGB: ./output/feature-sets/BGB.txt [2025-10-09T22:45:56.522344] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:56.522378] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:56.522406] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:56.522464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:56.539630] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:56.540240] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:56.540326] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:56.540359] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:56.574969] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:56.575066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:56.575103] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:56.575132] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:56.578365] [DEBUG] [FORECASTER] BGB: Forecast T+1@11:T+2@11: UP (p=52.39%) [2025-10-09T22:45:56.578701] [INFO ] [FORECASTER] Completed predict_future for BGB [2025-10-09T22:45:56.578847] [INFO ] [sig ] BGB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:56.720575] [INFO ] [LOCAL ] Saved forecast: BGB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BGB.txt [2025-10-09T22:45:56.720803] [WARN ] [sig ] [242/2211] Failed BGB after 0.2s | 4.52 sym/s | Total: 53.6s | ETA: 7.3m [2025-10-09T22:45:56.720885] [INFO ] [sig ] [243/2211] Forecasting BGH... [2025-10-09T22:45:56.720924] [INFO ] [sig ] Generating forecast for: BGH [2025-10-09T22:45:56.720956] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGH' from 'https://tdm.silogroup.org/data/derivative_storage/BGH.csv'. [2025-10-09T22:45:56.731589] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BGH'. [2025-10-09T22:45:56.731953] [INFO ] [FORECASTER] Starting predict_future for BGH [2025-10-09T22:45:56.757874] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:56.758636] [DEBUG] [LOCAL ] No optimal features file found for BGH: ./output/feature-sets/BGH.txt [2025-10-09T22:45:56.758732] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:56.758768] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:56.758795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:56.758853] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:56.776212] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:56.776809] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:56.776898] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:56.776931] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:56.809251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:56.809340] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:56.809401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:56.809486] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:56.812696] [DEBUG] [FORECASTER] BGH: Forecast T+1@11:T+2@11: DOWN (p=45.76%) [2025-10-09T22:45:56.812967] [INFO ] [FORECASTER] Completed predict_future for BGH [2025-10-09T22:45:56.813097] [INFO ] [sig ] BGH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:56.965562] [INFO ] [LOCAL ] Saved forecast: BGH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BGH.txt [2025-10-09T22:45:56.965925] [WARN ] [sig ] [243/2211] Failed BGH after 0.2s | 4.51 sym/s | Total: 53.8s | ETA: 7.3m [2025-10-09T22:45:56.966018] [INFO ] [sig ] [244/2211] Forecasting BGR... [2025-10-09T22:45:56.966058] [INFO ] [sig ] Generating forecast for: BGR [2025-10-09T22:45:56.966090] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGR' from 'https://tdm.silogroup.org/data/derivative_storage/BGR.csv'. [2025-10-09T22:45:56.976911] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BGR'. [2025-10-09T22:45:56.977280] [INFO ] [FORECASTER] Starting predict_future for BGR [2025-10-09T22:45:57.003881] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:57.004779] [DEBUG] [LOCAL ] No optimal features file found for BGR: ./output/feature-sets/BGR.txt [2025-10-09T22:45:57.004842] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:57.004876] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:57.004904] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:57.004963] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:57.023202] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:57.023849] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:57.023937] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:57.023971] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:57.063927] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:57.064123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:57.064168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:57.064197] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:57.067912] [DEBUG] [FORECASTER] BGR: Forecast T+1@11:T+2@11: UP (p=57.66%) [2025-10-09T22:45:57.068205] [INFO ] [FORECASTER] Completed predict_future for BGR [2025-10-09T22:45:57.068355] [INFO ] [sig ] BGR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:57.215154] [INFO ] [LOCAL ] Saved forecast: BGR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BGR.txt [2025-10-09T22:45:57.215479] [WARN ] [sig ] [244/2211] Failed BGR after 0.2s | 4.51 sym/s | Total: 54.1s | ETA: 7.3m [2025-10-09T22:45:57.215580] [INFO ] [sig ] [245/2211] Forecasting BGS... [2025-10-09T22:45:57.215637] [INFO ] [sig ] Generating forecast for: BGS [2025-10-09T22:45:57.215720] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGS' from 'https://tdm.silogroup.org/data/derivative_storage/BGS.csv'. [2025-10-09T22:45:57.226834] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BGS'. [2025-10-09T22:45:57.227230] [INFO ] [FORECASTER] Starting predict_future for BGS [2025-10-09T22:45:57.253409] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:57.254228] [DEBUG] [LOCAL ] No optimal features file found for BGS: ./output/feature-sets/BGS.txt [2025-10-09T22:45:57.254284] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:57.254319] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:57.254346] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:57.254451] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:57.271600] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:57.272337] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:57.272427] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:57.272461] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:57.308272] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:57.308460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:57.308524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:57.308560] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:57.312154] [DEBUG] [FORECASTER] BGS: Forecast T+1@11:T+2@11: DOWN (p=2.62%) [2025-10-09T22:45:57.312446] [INFO ] [FORECASTER] Completed predict_future for BGS [2025-10-09T22:45:57.312589] [INFO ] [sig ] BGS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:57.458298] [INFO ] [LOCAL ] Saved forecast: BGS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BGS.txt [2025-10-09T22:45:57.458522] [WARN ] [sig ] [245/2211] Failed BGS after 0.2s | 4.51 sym/s | Total: 54.3s | ETA: 7.3m [2025-10-09T22:45:57.458604] [INFO ] [sig ] [246/2211] Forecasting BGSF... [2025-10-09T22:45:57.458668] [INFO ] [sig ] Generating forecast for: BGSF [2025-10-09T22:45:57.458731] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGSF' from 'https://tdm.silogroup.org/data/derivative_storage/BGSF.csv'. [2025-10-09T22:45:57.469464] [DEBUG] [REMOTE ] Successfully parsed 1803 rows of historical data for symbol 'BGSF'. [2025-10-09T22:45:57.469793] [INFO ] [FORECASTER] Starting predict_future for BGSF [2025-10-09T22:45:57.495465] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:57.496249] [DEBUG] [LOCAL ] No optimal features file found for BGSF: ./output/feature-sets/BGSF.txt [2025-10-09T22:45:57.496308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:57.496364] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:57.496419] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:57.496480] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:57.515166] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:57.515798] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:57.515882] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:57.515917] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:57.569383] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:57.569528] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:57.569575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:57.569604] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:57.573091] [DEBUG] [FORECASTER] BGSF: Forecast T+1@11:T+2@11: UP (p=83.20%) [2025-10-09T22:45:57.573389] [INFO ] [FORECASTER] Completed predict_future for BGSF [2025-10-09T22:45:57.573551] [INFO ] [sig ] BGSF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:57.727292] [INFO ] [LOCAL ] Saved forecast: BGSF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BGSF.txt [2025-10-09T22:45:57.727518] [WARN ] [sig ] [246/2211] Failed BGSF after 0.3s | 4.51 sym/s | Total: 54.6s | ETA: 7.3m [2025-10-09T22:45:57.727619] [INFO ] [sig ] [247/2211] Forecasting BGT... [2025-10-09T22:45:57.727701] [INFO ] [sig ] Generating forecast for: BGT [2025-10-09T22:45:57.727745] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGT' from 'https://tdm.silogroup.org/data/derivative_storage/BGT.csv'. [2025-10-09T22:45:57.738192] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BGT'. [2025-10-09T22:45:57.738481] [INFO ] [FORECASTER] Starting predict_future for BGT [2025-10-09T22:45:57.763922] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:57.764698] [DEBUG] [LOCAL ] No optimal features file found for BGT: ./output/feature-sets/BGT.txt [2025-10-09T22:45:57.764757] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:57.764792] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:57.764821] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:57.764877] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:57.783082] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:57.783717] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:57.783800] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:57.783887] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:57.825134] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:57.825230] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:57.825265] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:57.825293] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:57.828456] [DEBUG] [FORECASTER] BGT: Forecast T+1@11:T+2@11: UP (p=88.93%) [2025-10-09T22:45:57.828765] [INFO ] [FORECASTER] Completed predict_future for BGT [2025-10-09T22:45:57.828916] [INFO ] [sig ] BGT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:57.982726] [INFO ] [LOCAL ] Saved forecast: BGT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BGT.txt [2025-10-09T22:45:57.982962] [WARN ] [sig ] [247/2211] Failed BGT after 0.3s | 4.50 sym/s | Total: 54.8s | ETA: 7.3m [2025-10-09T22:45:57.983043] [INFO ] [sig ] [248/2211] Forecasting BGX... [2025-10-09T22:45:57.983082] [INFO ] [sig ] Generating forecast for: BGX [2025-10-09T22:45:57.983114] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGX' from 'https://tdm.silogroup.org/data/derivative_storage/BGX.csv'. [2025-10-09T22:45:57.994278] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BGX'. [2025-10-09T22:45:57.994684] [INFO ] [FORECASTER] Starting predict_future for BGX [2025-10-09T22:45:58.020667] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:58.021474] [DEBUG] [LOCAL ] No optimal features file found for BGX: ./output/feature-sets/BGX.txt [2025-10-09T22:45:58.021530] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:58.021564] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:58.021592] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:58.021669] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:58.039098] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:58.039859] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:58.039948] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:58.039982] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:58.080488] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:58.080712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:58.080961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:58.080993] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:58.085422] [DEBUG] [FORECASTER] BGX: Forecast T+1@11:T+2@11: UP (p=97.43%) [2025-10-09T22:45:58.085766] [INFO ] [FORECASTER] Completed predict_future for BGX [2025-10-09T22:45:58.085921] [INFO ] [sig ] BGX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:58.273722] [INFO ] [LOCAL ] Saved forecast: BGX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BGX.txt [2025-10-09T22:45:58.274133] [WARN ] [sig ] [248/2211] Failed BGX after 0.3s | 4.50 sym/s | Total: 55.1s | ETA: 7.3m [2025-10-09T22:45:58.274263] [INFO ] [sig ] [249/2211] Forecasting BGY... [2025-10-09T22:45:58.274325] [INFO ] [sig ] Generating forecast for: BGY [2025-10-09T22:45:58.274383] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BGY' from 'https://tdm.silogroup.org/data/derivative_storage/BGY.csv'. [2025-10-09T22:45:58.291022] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BGY'. [2025-10-09T22:45:58.291561] [INFO ] [FORECASTER] Starting predict_future for BGY [2025-10-09T22:45:58.328454] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:58.329696] [DEBUG] [LOCAL ] No optimal features file found for BGY: ./output/feature-sets/BGY.txt [2025-10-09T22:45:58.329792] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:58.329836] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:58.329870] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:58.329943] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:58.349452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:58.350473] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:58.350580] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:58.350616] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:58.406938] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:58.407162] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:58.407219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:58.407259] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:58.412786] [DEBUG] [FORECASTER] BGY: Forecast T+1@11:T+2@11: UP (p=62.05%) [2025-10-09T22:45:58.413255] [INFO ] [FORECASTER] Completed predict_future for BGY [2025-10-09T22:45:58.413434] [INFO ] [sig ] BGY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:58.642735] [INFO ] [LOCAL ] Saved forecast: BGY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BGY.txt [2025-10-09T22:45:58.643133] [WARN ] [sig ] [249/2211] Failed BGY after 0.4s | 4.49 sym/s | Total: 55.5s | ETA: 7.3m [2025-10-09T22:45:58.643238] [INFO ] [sig ] [250/2211] Forecasting BH... [2025-10-09T22:45:58.643289] [INFO ] [sig ] Generating forecast for: BH [2025-10-09T22:45:58.643332] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BH' from 'https://tdm.silogroup.org/data/derivative_storage/BH.csv'. [2025-10-09T22:45:58.658221] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BH'. [2025-10-09T22:45:58.658849] [INFO ] [FORECASTER] Starting predict_future for BH [2025-10-09T22:45:58.701708] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:58.703048] [DEBUG] [LOCAL ] No optimal features file found for BH: ./output/feature-sets/BH.txt [2025-10-09T22:45:58.703134] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:58.703192] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:58.703245] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:58.703337] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:58.728459] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:58.729524] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:58.729676] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:58.729743] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:58.784550] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:58.784970] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:58.785048] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:58.785127] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:58.791165] [DEBUG] [FORECASTER] BH: Forecast T+1@11:T+2@11: DOWN (p=17.38%) [2025-10-09T22:45:58.791670] [INFO ] [FORECASTER] Completed predict_future for BH [2025-10-09T22:45:58.791883] [INFO ] [sig ] BH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:58.968380] [INFO ] [LOCAL ] Saved forecast: BH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BH.txt [2025-10-09T22:45:58.968705] [WARN ] [sig ] [250/2211] Failed BH after 0.3s | 4.48 sym/s | Total: 55.8s | ETA: 7.3m [2025-10-09T22:45:58.968805] [INFO ] [sig ] [251/2211] Forecasting BHC... [2025-10-09T22:45:58.968861] [INFO ] [sig ] Generating forecast for: BHC [2025-10-09T22:45:58.968894] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHC' from 'https://tdm.silogroup.org/data/derivative_storage/BHC.csv'. [2025-10-09T22:45:58.979987] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BHC'. [2025-10-09T22:45:58.980472] [INFO ] [FORECASTER] Starting predict_future for BHC [2025-10-09T22:45:59.008354] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:59.009330] [DEBUG] [LOCAL ] No optimal features file found for BHC: ./output/feature-sets/BHC.txt [2025-10-09T22:45:59.009403] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:59.009438] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:59.009468] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:59.009526] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:59.027157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:59.028202] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:59.028303] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:59.028338] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:59.071738] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:59.071944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:59.071992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:59.072025] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:59.076147] [DEBUG] [FORECASTER] BHC: Forecast T+1@11:T+2@11: UP (p=98.55%) [2025-10-09T22:45:59.076470] [INFO ] [FORECASTER] Completed predict_future for BHC [2025-10-09T22:45:59.076614] [INFO ] [sig ] BHC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:59.228200] [INFO ] [LOCAL ] Saved forecast: BHC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BHC.txt [2025-10-09T22:45:59.228461] [WARN ] [sig ] [251/2211] Failed BHC after 0.3s | 4.47 sym/s | Total: 56.1s | ETA: 7.3m [2025-10-09T22:45:59.228543] [INFO ] [sig ] [252/2211] Forecasting BHE... [2025-10-09T22:45:59.228582] [INFO ] [sig ] Generating forecast for: BHE [2025-10-09T22:45:59.228613] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHE' from 'https://tdm.silogroup.org/data/derivative_storage/BHE.csv'. [2025-10-09T22:45:59.239200] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BHE'. [2025-10-09T22:45:59.239526] [INFO ] [FORECASTER] Starting predict_future for BHE [2025-10-09T22:45:59.265815] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:59.266531] [DEBUG] [LOCAL ] No optimal features file found for BHE: ./output/feature-sets/BHE.txt [2025-10-09T22:45:59.266587] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:59.266621] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:59.266678] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:59.266756] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:59.283980] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:59.284695] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:59.284784] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:59.284818] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:59.318864] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:59.319026] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:59.319069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:59.319099] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:59.322575] [DEBUG] [FORECASTER] BHE: Forecast T+1@11:T+2@11: UP (p=75.95%) [2025-10-09T22:45:59.322886] [INFO ] [FORECASTER] Completed predict_future for BHE [2025-10-09T22:45:59.323021] [INFO ] [sig ] BHE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:45:59.468620] [INFO ] [LOCAL ] Saved forecast: BHE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BHE.txt [2025-10-09T22:45:59.468867] [WARN ] [sig ] [252/2211] Failed BHE after 0.2s | 4.47 sym/s | Total: 56.3s | ETA: 7.3m [2025-10-09T22:45:59.468945] [INFO ] [sig ] [253/2211] Forecasting BHK... [2025-10-09T22:45:59.468987] [INFO ] [sig ] Generating forecast for: BHK [2025-10-09T22:45:59.469019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHK' from 'https://tdm.silogroup.org/data/derivative_storage/BHK.csv'. [2025-10-09T22:45:59.478826] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BHK'. [2025-10-09T22:45:59.479140] [INFO ] [FORECASTER] Starting predict_future for BHK [2025-10-09T22:45:59.505586] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:59.506351] [DEBUG] [LOCAL ] No optimal features file found for BHK: ./output/feature-sets/BHK.txt [2025-10-09T22:45:59.506409] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:59.506445] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:59.506475] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:59.506534] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:59.524133] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:59.524744] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:59.524831] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:59.524865] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:59.555684] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:59.555794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:59.555835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:59.555869] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:59.559591] [DEBUG] [FORECASTER] BHK: Forecast T+1@11:T+2@11: DOWN (p=5.70%) [2025-10-09T22:45:59.559928] [INFO ] [FORECASTER] Completed predict_future for BHK [2025-10-09T22:45:59.560084] [INFO ] [sig ] BHK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:59.705558] [INFO ] [LOCAL ] Saved forecast: BHK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BHK.txt [2025-10-09T22:45:59.705799] [WARN ] [sig ] [253/2211] Failed BHK after 0.2s | 4.47 sym/s | Total: 56.6s | ETA: 7.3m [2025-10-09T22:45:59.705896] [INFO ] [sig ] [254/2211] Forecasting BHP... [2025-10-09T22:45:59.705939] [INFO ] [sig ] Generating forecast for: BHP [2025-10-09T22:45:59.705973] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHP' from 'https://tdm.silogroup.org/data/derivative_storage/BHP.csv'. [2025-10-09T22:45:59.715818] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BHP'. [2025-10-09T22:45:59.716123] [INFO ] [FORECASTER] Starting predict_future for BHP [2025-10-09T22:45:59.741744] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:59.742560] [DEBUG] [LOCAL ] No optimal features file found for BHP: ./output/feature-sets/BHP.txt [2025-10-09T22:45:59.742619] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:59.742683] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:59.742764] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:59.742831] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:59.760300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:45:59.760906] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:45:59.760988] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:45:59.761022] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:45:59.795032] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:45:59.795211] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:45:59.795255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:45:59.795285] [INFO ] [FORECASTER] Training complete [2025-10-09T22:45:59.798957] [DEBUG] [FORECASTER] BHP: Forecast T+1@11:T+2@11: DOWN (p=25.91%) [2025-10-09T22:45:59.799248] [INFO ] [FORECASTER] Completed predict_future for BHP [2025-10-09T22:45:59.799386] [INFO ] [sig ] BHP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:45:59.945748] [INFO ] [LOCAL ] Saved forecast: BHP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BHP.txt [2025-10-09T22:45:59.945957] [WARN ] [sig ] [254/2211] Failed BHP after 0.2s | 4.47 sym/s | Total: 56.8s | ETA: 7.3m [2025-10-09T22:45:59.946034] [INFO ] [sig ] [255/2211] Forecasting BHR... [2025-10-09T22:45:59.946073] [INFO ] [sig ] Generating forecast for: BHR [2025-10-09T22:45:59.946106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHR' from 'https://tdm.silogroup.org/data/derivative_storage/BHR.csv'. [2025-10-09T22:45:59.955487] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BHR'. [2025-10-09T22:45:59.955792] [INFO ] [FORECASTER] Starting predict_future for BHR [2025-10-09T22:45:59.981124] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:45:59.981850] [DEBUG] [LOCAL ] No optimal features file found for BHR: ./output/feature-sets/BHR.txt [2025-10-09T22:45:59.981905] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:45:59.981938] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:45:59.981966] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:45:59.982022] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:45:59.999576] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:00.000156] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:00.000242] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:00.000275] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:00.033327] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:00.033421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:00.033456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:00.033486] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:00.036693] [DEBUG] [FORECASTER] BHR: Forecast T+1@11:T+2@11: DOWN (p=41.19%) [2025-10-09T22:46:00.036964] [INFO ] [FORECASTER] Completed predict_future for BHR [2025-10-09T22:46:00.037090] [INFO ] [sig ] BHR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:00.178380] [INFO ] [LOCAL ] Saved forecast: BHR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BHR.txt [2025-10-09T22:46:00.178596] [WARN ] [sig ] [255/2211] Failed BHR after 0.2s | 4.47 sym/s | Total: 57.0s | ETA: 7.3m [2025-10-09T22:46:00.178708] [INFO ] [sig ] [256/2211] Forecasting BHVN... [2025-10-09T22:46:00.178753] [INFO ] [sig ] Generating forecast for: BHVN [2025-10-09T22:46:00.178785] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BHVN' from 'https://tdm.silogroup.org/data/derivative_storage/BHVN.csv'. [2025-10-09T22:46:00.188785] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BHVN'. [2025-10-09T22:46:00.189076] [INFO ] [FORECASTER] Starting predict_future for BHVN [2025-10-09T22:46:00.214337] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:00.215067] [DEBUG] [LOCAL ] No optimal features file found for BHVN: ./output/feature-sets/BHVN.txt [2025-10-09T22:46:00.215121] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:00.215153] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:00.215181] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:00.215236] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:00.232485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:00.233056] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:00.233138] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:00.233171] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:00.261516] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:00.261605] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:00.261664] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:00.261719] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:00.264831] [DEBUG] [FORECASTER] BHVN: Forecast T+1@11:T+2@11: DOWN (p=22.17%) [2025-10-09T22:46:00.265092] [INFO ] [FORECASTER] Completed predict_future for BHVN [2025-10-09T22:46:00.265219] [INFO ] [sig ] BHVN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:00.406521] [INFO ] [LOCAL ] Saved forecast: BHVN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BHVN.txt [2025-10-09T22:46:00.406756] [WARN ] [sig ] [256/2211] Failed BHVN after 0.2s | 4.47 sym/s | Total: 57.3s | ETA: 7.3m [2025-10-09T22:46:00.406834] [INFO ] [sig ] [257/2211] Forecasting BILL... [2025-10-09T22:46:00.406873] [INFO ] [sig ] Generating forecast for: BILL [2025-10-09T22:46:00.406905] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BILL' from 'https://tdm.silogroup.org/data/derivative_storage/BILL.csv'. [2025-10-09T22:46:00.416421] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BILL'. [2025-10-09T22:46:00.416747] [INFO ] [FORECASTER] Starting predict_future for BILL [2025-10-09T22:46:00.442041] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:00.442760] [DEBUG] [LOCAL ] No optimal features file found for BILL: ./output/feature-sets/BILL.txt [2025-10-09T22:46:00.442815] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:00.442847] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:00.442873] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:00.442928] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:00.460201] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:00.460801] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:00.460884] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:00.460918] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:00.491882] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:00.491968] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:00.492004] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:00.492054] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:00.495161] [DEBUG] [FORECASTER] BILL: Forecast T+1@11:T+2@11: DOWN (p=28.49%) [2025-10-09T22:46:00.495833] [INFO ] [FORECASTER] Completed predict_future for BILL [2025-10-09T22:46:00.495977] [INFO ] [sig ] BILL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:00.637594] [INFO ] [LOCAL ] Saved forecast: BILL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BILL.txt [2025-10-09T22:46:00.637839] [WARN ] [sig ] [257/2211] Failed BILL after 0.2s | 4.47 sym/s | Total: 57.5s | ETA: 7.3m [2025-10-09T22:46:00.637926] [INFO ] [sig ] [258/2211] Forecasting BIO... [2025-10-09T22:46:00.637966] [INFO ] [sig ] Generating forecast for: BIO [2025-10-09T22:46:00.637997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIO' from 'https://tdm.silogroup.org/data/derivative_storage/BIO.csv'. [2025-10-09T22:46:00.642336] [WARN ] [REMOTE ] Historical data not found for symbol 'BIO' (404). [2025-10-09T22:46:00.642529] [FATAL] [sig ] BIO: No historical data fetched. [2025-10-09T22:46:00.642612] [WARN ] [sig ] [258/2211] Failed BIO after 0.0s | 4.49 sym/s | Total: 57.5s | ETA: 7.3m [2025-10-09T22:46:00.642679] [INFO ] [sig ] [259/2211] Forecasting BIP... [2025-10-09T22:46:00.642729] [INFO ] [sig ] Generating forecast for: BIP [2025-10-09T22:46:00.642760] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIP' from 'https://tdm.silogroup.org/data/derivative_storage/BIP.csv'. [2025-10-09T22:46:00.652074] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BIP'. [2025-10-09T22:46:00.652361] [INFO ] [FORECASTER] Starting predict_future for BIP [2025-10-09T22:46:00.677795] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:00.678512] [DEBUG] [LOCAL ] No optimal features file found for BIP: ./output/feature-sets/BIP.txt [2025-10-09T22:46:00.678573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:00.678615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:00.678682] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:00.678774] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:00.696151] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:00.696737] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:00.696821] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:00.696855] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:00.730860] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:00.730956] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:00.730992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:00.731022] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:00.734231] [DEBUG] [FORECASTER] BIP: Forecast T+1@11:T+2@11: UP (p=71.82%) [2025-10-09T22:46:00.734498] [INFO ] [FORECASTER] Completed predict_future for BIP [2025-10-09T22:46:00.734629] [INFO ] [sig ] BIP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:00.877889] [INFO ] [LOCAL ] Saved forecast: BIP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BIP.txt [2025-10-09T22:46:00.878136] [WARN ] [sig ] [259/2211] Failed BIP after 0.2s | 4.49 sym/s | Total: 57.7s | ETA: 7.3m [2025-10-09T22:46:00.878217] [INFO ] [sig ] [260/2211] Forecasting BIPC... [2025-10-09T22:46:00.878257] [INFO ] [sig ] Generating forecast for: BIPC [2025-10-09T22:46:00.878289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPC' from 'https://tdm.silogroup.org/data/derivative_storage/BIPC.csv'. [2025-10-09T22:46:00.882810] [WARN ] [REMOTE ] Historical data not found for symbol 'BIPC' (404). [2025-10-09T22:46:00.882989] [FATAL] [sig ] BIPC: No historical data fetched. [2025-10-09T22:46:00.883077] [WARN ] [sig ] [260/2211] Failed BIPC after 0.0s | 4.50 sym/s | Total: 57.7s | ETA: 7.2m [2025-10-09T22:46:00.883183] [INFO ] [sig ] [261/2211] Forecasting BIPH... [2025-10-09T22:46:00.883234] [INFO ] [sig ] Generating forecast for: BIPH [2025-10-09T22:46:00.883267] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPH' from 'https://tdm.silogroup.org/data/derivative_storage/BIPH.csv'. [2025-10-09T22:46:00.891908] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BIPH'. [2025-10-09T22:46:00.892185] [INFO ] [FORECASTER] Starting predict_future for BIPH [2025-10-09T22:46:00.917406] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:00.918169] [DEBUG] [LOCAL ] No optimal features file found for BIPH: ./output/feature-sets/BIPH.txt [2025-10-09T22:46:00.918225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:00.918258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:00.918286] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:00.918343] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:00.935523] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:00.936101] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:00.936186] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:00.936220] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:00.966814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:00.966894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:00.966929] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:00.966957] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:00.970110] [DEBUG] [FORECASTER] BIPH: Forecast T+1@11:T+2@11: DOWN (p=20.04%) [2025-10-09T22:46:00.970372] [INFO ] [FORECASTER] Completed predict_future for BIPH [2025-10-09T22:46:00.970501] [INFO ] [sig ] BIPH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:01.112746] [INFO ] [LOCAL ] Saved forecast: BIPH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BIPH.txt [2025-10-09T22:46:01.112944] [WARN ] [sig ] [261/2211] Failed BIPH after 0.2s | 4.50 sym/s | Total: 58.0s | ETA: 7.2m [2025-10-09T22:46:01.113018] [INFO ] [sig ] [262/2211] Forecasting BIPI... [2025-10-09T22:46:01.113058] [INFO ] [sig ] Generating forecast for: BIPI [2025-10-09T22:46:01.113089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPI' from 'https://tdm.silogroup.org/data/derivative_storage/BIPI.csv'. [2025-10-09T22:46:01.123672] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BIPI'. [2025-10-09T22:46:01.124072] [INFO ] [FORECASTER] Starting predict_future for BIPI [2025-10-09T22:46:01.150001] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:01.150823] [DEBUG] [LOCAL ] No optimal features file found for BIPI: ./output/feature-sets/BIPI.txt [2025-10-09T22:46:01.150879] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:01.150914] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:01.150943] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:01.150999] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:01.168539] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:01.169323] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:01.169415] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:01.169449] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:01.201740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:01.201938] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:01.201985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:01.202070] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:01.205750] [DEBUG] [FORECASTER] BIPI: Forecast T+1@11:T+2@11: UP (p=98.45%) [2025-10-09T22:46:01.206050] [INFO ] [FORECASTER] Completed predict_future for BIPI [2025-10-09T22:46:01.206190] [INFO ] [sig ] BIPI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:01.350064] [INFO ] [LOCAL ] Saved forecast: BIPI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BIPI.txt [2025-10-09T22:46:01.350349] [WARN ] [sig ] [262/2211] Failed BIPI after 0.2s | 4.50 sym/s | Total: 58.2s | ETA: 7.2m [2025-10-09T22:46:01.350404] [INFO ] [sig ] [263/2211] Forecasting BIPJ... [2025-10-09T22:46:01.350437] [INFO ] [sig ] Generating forecast for: BIPJ [2025-10-09T22:46:01.350469] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BIPJ.csv'. [2025-10-09T22:46:01.360197] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BIPJ'. [2025-10-09T22:46:01.360481] [INFO ] [FORECASTER] Starting predict_future for BIPJ [2025-10-09T22:46:01.385988] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:01.386761] [DEBUG] [LOCAL ] No optimal features file found for BIPJ: ./output/feature-sets/BIPJ.txt [2025-10-09T22:46:01.386817] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:01.386851] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:01.386878] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:01.386935] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:01.404887] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:01.405449] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:01.405533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:01.405568] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:01.446543] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:01.446810] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:01.446879] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:01.446921] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:01.453368] [DEBUG] [FORECASTER] BIPJ: Forecast T+1@11:T+2@11: DOWN (p=5.87%) [2025-10-09T22:46:01.454016] [INFO ] [FORECASTER] Completed predict_future for BIPJ [2025-10-09T22:46:01.454295] [INFO ] [sig ] BIPJ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:01.627440] [INFO ] [LOCAL ] Saved forecast: BIPJ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BIPJ.txt [2025-10-09T22:46:01.627746] [WARN ] [sig ] [263/2211] Failed BIPJ after 0.3s | 4.50 sym/s | Total: 58.5s | ETA: 7.2m [2025-10-09T22:46:01.627837] [INFO ] [sig ] [264/2211] Forecasting BIRK... [2025-10-09T22:46:01.627878] [INFO ] [sig ] Generating forecast for: BIRK [2025-10-09T22:46:01.627911] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIRK' from 'https://tdm.silogroup.org/data/derivative_storage/BIRK.csv'. [2025-10-09T22:46:01.638291] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BIRK'. [2025-10-09T22:46:01.638738] [INFO ] [FORECASTER] Starting predict_future for BIRK [2025-10-09T22:46:01.664788] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:01.665618] [DEBUG] [LOCAL ] No optimal features file found for BIRK: ./output/feature-sets/BIRK.txt [2025-10-09T22:46:01.665707] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:01.665752] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:01.665782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:01.665839] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:01.683265] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:01.684096] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:01.684187] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:01.684222] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:01.720021] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:01.720105] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:01.720141] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:01.720169] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:01.723263] [DEBUG] [FORECASTER] BIRK: Forecast T+1@11:T+2@11: DOWN (p=2.58%) [2025-10-09T22:46:01.723526] [INFO ] [FORECASTER] Completed predict_future for BIRK [2025-10-09T22:46:01.723693] [INFO ] [sig ] BIRK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:01.868896] [INFO ] [LOCAL ] Saved forecast: BIRK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BIRK.txt [2025-10-09T22:46:01.869154] [WARN ] [sig ] [264/2211] Failed BIRK after 0.2s | 4.49 sym/s | Total: 58.7s | ETA: 7.2m [2025-10-09T22:46:01.869234] [INFO ] [sig ] [265/2211] Forecasting BIT... [2025-10-09T22:46:01.869273] [INFO ] [sig ] Generating forecast for: BIT [2025-10-09T22:46:01.869305] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BIT' from 'https://tdm.silogroup.org/data/derivative_storage/BIT.csv'. [2025-10-09T22:46:01.879630] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BIT'. [2025-10-09T22:46:01.880016] [INFO ] [FORECASTER] Starting predict_future for BIT [2025-10-09T22:46:01.906044] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:01.906934] [DEBUG] [LOCAL ] No optimal features file found for BIT: ./output/feature-sets/BIT.txt [2025-10-09T22:46:01.906994] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:01.907030] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:01.907059] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:01.907116] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:01.925390] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:01.926135] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:01.926230] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:01.926264] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:01.959882] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:01.960067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:01.960111] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:01.960143] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:01.964067] [DEBUG] [FORECASTER] BIT: Forecast T+1@11:T+2@11: UP (p=78.93%) [2025-10-09T22:46:01.964373] [INFO ] [FORECASTER] Completed predict_future for BIT [2025-10-09T22:46:01.964516] [INFO ] [sig ] BIT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:02.115081] [INFO ] [LOCAL ] Saved forecast: BIT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BIT.txt [2025-10-09T22:46:02.115333] [WARN ] [sig ] [265/2211] Failed BIT after 0.2s | 4.49 sym/s | Total: 59.0s | ETA: 7.2m [2025-10-09T22:46:02.115413] [INFO ] [sig ] [266/2211] Forecasting BJ... [2025-10-09T22:46:02.115454] [INFO ] [sig ] Generating forecast for: BJ [2025-10-09T22:46:02.115486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BJ' from 'https://tdm.silogroup.org/data/derivative_storage/BJ.csv'. [2025-10-09T22:46:02.128415] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BJ'. [2025-10-09T22:46:02.128908] [INFO ] [FORECASTER] Starting predict_future for BJ [2025-10-09T22:46:02.161167] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:02.162040] [DEBUG] [LOCAL ] No optimal features file found for BJ: ./output/feature-sets/BJ.txt [2025-10-09T22:46:02.162097] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:02.162183] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:02.162222] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:02.162282] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:02.180763] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:02.181347] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:02.181432] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:02.181468] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:02.215605] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:02.215714] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:02.215759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:02.215788] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:02.218902] [DEBUG] [FORECASTER] BJ: Forecast T+1@11:T+2@11: DOWN (p=13.59%) [2025-10-09T22:46:02.219164] [INFO ] [FORECASTER] Completed predict_future for BJ [2025-10-09T22:46:02.219294] [INFO ] [sig ] BJ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:02.362235] [INFO ] [LOCAL ] Saved forecast: BJ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BJ.txt [2025-10-09T22:46:02.362453] [WARN ] [sig ] [266/2211] Failed BJ after 0.2s | 4.49 sym/s | Total: 59.2s | ETA: 7.2m [2025-10-09T22:46:02.362530] [INFO ] [sig ] [267/2211] Forecasting BK... [2025-10-09T22:46:02.362569] [INFO ] [sig ] Generating forecast for: BK [2025-10-09T22:46:02.362602] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BK' from 'https://tdm.silogroup.org/data/derivative_storage/BK.csv'. [2025-10-09T22:46:02.372568] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BK'. [2025-10-09T22:46:02.372935] [INFO ] [FORECASTER] Starting predict_future for BK [2025-10-09T22:46:02.404305] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:02.405359] [DEBUG] [LOCAL ] No optimal features file found for BK: ./output/feature-sets/BK.txt [2025-10-09T22:46:02.405415] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:02.405450] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:02.405478] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:02.405534] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:02.423037] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:02.423577] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:02.423683] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:02.423740] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:02.463035] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:02.463169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:02.463208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:02.463237] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:02.466592] [DEBUG] [FORECASTER] BK: Forecast T+1@11:T+2@11: UP (p=88.83%) [2025-10-09T22:46:02.466908] [INFO ] [FORECASTER] Completed predict_future for BK [2025-10-09T22:46:02.467053] [INFO ] [sig ] BK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:02.618577] [INFO ] [LOCAL ] Saved forecast: BK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BK.txt [2025-10-09T22:46:02.618877] [WARN ] [sig ] [267/2211] Failed BK after 0.3s | 4.49 sym/s | Total: 59.5s | ETA: 7.2m [2025-10-09T22:46:02.619012] [INFO ] [sig ] [268/2211] Forecasting BKD... [2025-10-09T22:46:02.619082] [INFO ] [sig ] Generating forecast for: BKD [2025-10-09T22:46:02.619165] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKD' from 'https://tdm.silogroup.org/data/derivative_storage/BKD.csv'. [2025-10-09T22:46:02.631791] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKD'. [2025-10-09T22:46:02.632309] [INFO ] [FORECASTER] Starting predict_future for BKD [2025-10-09T22:46:02.658626] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:02.659486] [DEBUG] [LOCAL ] No optimal features file found for BKD: ./output/feature-sets/BKD.txt [2025-10-09T22:46:02.659543] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:02.659578] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:02.659606] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:02.659685] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:02.677188] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:02.678041] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:02.678132] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:02.678167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:02.713924] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:02.714106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:02.714149] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:02.714179] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:02.717817] [DEBUG] [FORECASTER] BKD: Forecast T+1@11:T+2@11: UP (p=95.27%) [2025-10-09T22:46:02.718112] [INFO ] [FORECASTER] Completed predict_future for BKD [2025-10-09T22:46:02.718255] [INFO ] [sig ] BKD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:02.866154] [INFO ] [LOCAL ] Saved forecast: BKD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BKD.txt [2025-10-09T22:46:02.866368] [WARN ] [sig ] [268/2211] Failed BKD after 0.2s | 4.49 sym/s | Total: 59.7s | ETA: 7.2m [2025-10-09T22:46:02.866445] [INFO ] [sig ] [269/2211] Forecasting BKE... [2025-10-09T22:46:02.866484] [INFO ] [sig ] Generating forecast for: BKE [2025-10-09T22:46:02.866515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKE' from 'https://tdm.silogroup.org/data/derivative_storage/BKE.csv'. [2025-10-09T22:46:02.877067] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKE'. [2025-10-09T22:46:02.877349] [INFO ] [FORECASTER] Starting predict_future for BKE [2025-10-09T22:46:02.902733] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:02.903463] [DEBUG] [LOCAL ] No optimal features file found for BKE: ./output/feature-sets/BKE.txt [2025-10-09T22:46:02.903517] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:02.903550] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:02.903578] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:02.903634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:02.921276] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:02.921854] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:02.921938] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:02.921971] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:02.958745] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:02.958874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:02.958913] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:02.958962] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:02.963585] [DEBUG] [FORECASTER] BKE: Forecast T+1@11:T+2@11: UP (p=58.06%) [2025-10-09T22:46:02.963894] [INFO ] [FORECASTER] Completed predict_future for BKE [2025-10-09T22:46:02.964040] [INFO ] [sig ] BKE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:03.113959] [INFO ] [LOCAL ] Saved forecast: BKE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BKE.txt [2025-10-09T22:46:03.114249] [WARN ] [sig ] [269/2211] Failed BKE after 0.2s | 4.48 sym/s | Total: 60.0s | ETA: 7.2m [2025-10-09T22:46:03.114329] [INFO ] [sig ] [270/2211] Forecasting BKH... [2025-10-09T22:46:03.114369] [INFO ] [sig ] Generating forecast for: BKH [2025-10-09T22:46:03.114401] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKH' from 'https://tdm.silogroup.org/data/derivative_storage/BKH.csv'. [2025-10-09T22:46:03.126014] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKH'. [2025-10-09T22:46:03.126457] [INFO ] [FORECASTER] Starting predict_future for BKH [2025-10-09T22:46:03.153576] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:03.154595] [DEBUG] [LOCAL ] No optimal features file found for BKH: ./output/feature-sets/BKH.txt [2025-10-09T22:46:03.154679] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:03.154731] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:03.154762] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:03.154819] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:03.172731] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:03.173580] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:03.173702] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:03.173755] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:03.214853] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:03.215131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:03.215192] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:03.215226] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:03.218959] [DEBUG] [FORECASTER] BKH: Forecast T+1@11:T+2@11: DOWN (p=2.97%) [2025-10-09T22:46:03.219277] [INFO ] [FORECASTER] Completed predict_future for BKH [2025-10-09T22:46:03.219428] [INFO ] [sig ] BKH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:03.366948] [INFO ] [LOCAL ] Saved forecast: BKH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BKH.txt [2025-10-09T22:46:03.367168] [WARN ] [sig ] [270/2211] Failed BKH after 0.3s | 4.48 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:03.367245] [INFO ] [sig ] [271/2211] Forecasting BKKT... [2025-10-09T22:46:03.367285] [INFO ] [sig ] Generating forecast for: BKKT [2025-10-09T22:46:03.367316] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKKT.csv'. [2025-10-09T22:46:03.378927] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKKT'. [2025-10-09T22:46:03.379221] [INFO ] [FORECASTER] Starting predict_future for BKKT [2025-10-09T22:46:03.404704] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:03.405474] [DEBUG] [LOCAL ] No optimal features file found for BKKT: ./output/feature-sets/BKKT.txt [2025-10-09T22:46:03.405546] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:03.405600] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:03.405676] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:03.405775] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:03.424485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:03.425099] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:03.425186] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:03.425221] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:03.463408] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:03.463518] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:03.463574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:03.463608] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:03.466963] [DEBUG] [FORECASTER] BKKT: Forecast T+1@11:T+2@11: UP (p=79.27%) [2025-10-09T22:46:03.467239] [INFO ] [FORECASTER] Completed predict_future for BKKT [2025-10-09T22:46:03.467377] [INFO ] [sig ] BKKT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:03.613977] [INFO ] [LOCAL ] Saved forecast: BKKT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BKKT.txt [2025-10-09T22:46:03.614197] [WARN ] [sig ] [271/2211] Failed BKKT after 0.2s | 4.48 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:03.614274] [INFO ] [sig ] [272/2211] Forecasting BKN... [2025-10-09T22:46:03.614313] [INFO ] [sig ] Generating forecast for: BKN [2025-10-09T22:46:03.614345] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKN' from 'https://tdm.silogroup.org/data/derivative_storage/BKN.csv'. [2025-10-09T22:46:03.625232] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKN'. [2025-10-09T22:46:03.625564] [INFO ] [FORECASTER] Starting predict_future for BKN [2025-10-09T22:46:03.651478] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:03.652212] [DEBUG] [LOCAL ] No optimal features file found for BKN: ./output/feature-sets/BKN.txt [2025-10-09T22:46:03.652267] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:03.652299] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:03.652326] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:03.652381] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:03.670882] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:03.671465] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:03.671554] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:03.671590] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:03.738194] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:03.738334] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:03.738373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:03.738402] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:03.741907] [DEBUG] [FORECASTER] BKN: Forecast T+1@11:T+2@11: UP (p=62.70%) [2025-10-09T22:46:03.742190] [INFO ] [FORECASTER] Completed predict_future for BKN [2025-10-09T22:46:03.742335] [INFO ] [sig ] BKN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:03.885692] [INFO ] [LOCAL ] Saved forecast: BKN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BKN.txt [2025-10-09T22:46:03.885916] [WARN ] [sig ] [272/2211] Failed BKN after 0.3s | 4.48 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:03.885993] [INFO ] [sig ] [273/2211] Forecasting BKSY... [2025-10-09T22:46:03.886033] [INFO ] [sig ] Generating forecast for: BKSY [2025-10-09T22:46:03.886064] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKSY' from 'https://tdm.silogroup.org/data/derivative_storage/BKSY.csv'. [2025-10-09T22:46:03.896555] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKSY'. [2025-10-09T22:46:03.896900] [INFO ] [FORECASTER] Starting predict_future for BKSY [2025-10-09T22:46:03.924009] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:03.924951] [DEBUG] [LOCAL ] No optimal features file found for BKSY: ./output/feature-sets/BKSY.txt [2025-10-09T22:46:03.925007] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:03.925040] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:03.925068] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:03.925124] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:03.944916] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:03.946298] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:03.946426] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:03.946475] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:03.996868] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:03.997073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:03.997129] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:03.997160] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:04.001433] [DEBUG] [FORECASTER] BKSY: Forecast T+1@11:T+2@11: DOWN (p=3.08%) [2025-10-09T22:46:04.001810] [INFO ] [FORECASTER] Completed predict_future for BKSY [2025-10-09T22:46:04.001985] [INFO ] [sig ] BKSY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:04.147291] [INFO ] [LOCAL ] Saved forecast: BKSY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BKSY.txt [2025-10-09T22:46:04.147606] [WARN ] [sig ] [273/2211] Failed BKSY after 0.3s | 4.47 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:04.147727] [INFO ] [sig ] [274/2211] Forecasting BKT... [2025-10-09T22:46:04.147768] [INFO ] [sig ] Generating forecast for: BKT [2025-10-09T22:46:04.147801] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKT.csv'. [2025-10-09T22:46:04.160668] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKT'. [2025-10-09T22:46:04.161249] [INFO ] [FORECASTER] Starting predict_future for BKT [2025-10-09T22:46:04.193306] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:04.194179] [DEBUG] [LOCAL ] No optimal features file found for BKT: ./output/feature-sets/BKT.txt [2025-10-09T22:46:04.194240] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:04.194277] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:04.194306] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:04.194365] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:04.216739] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:04.217501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:04.217631] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:04.217712] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:04.259302] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:04.259452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:04.259522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:04.259563] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:04.263207] [DEBUG] [FORECASTER] BKT: Forecast T+1@11:T+2@11: UP (p=99.70%) [2025-10-09T22:46:04.263548] [INFO ] [FORECASTER] Completed predict_future for BKT [2025-10-09T22:46:04.263736] [INFO ] [sig ] BKT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:04.449322] [INFO ] [LOCAL ] Saved forecast: BKT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BKT.txt [2025-10-09T22:46:04.449571] [WARN ] [sig ] [274/2211] Failed BKT after 0.3s | 4.47 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:04.449685] [INFO ] [sig ] [275/2211] Forecasting BKU... [2025-10-09T22:46:04.449737] [INFO ] [sig ] Generating forecast for: BKU [2025-10-09T22:46:04.449775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKU' from 'https://tdm.silogroup.org/data/derivative_storage/BKU.csv'. [2025-10-09T22:46:04.464230] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKU'. [2025-10-09T22:46:04.464611] [INFO ] [FORECASTER] Starting predict_future for BKU [2025-10-09T22:46:04.494330] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:04.495344] [DEBUG] [LOCAL ] No optimal features file found for BKU: ./output/feature-sets/BKU.txt [2025-10-09T22:46:04.495405] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:04.495443] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:04.495472] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:04.495534] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:04.514244] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:04.514952] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:04.515088] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:04.515170] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:04.564902] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:04.565077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:04.565149] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:04.565192] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:04.569097] [DEBUG] [FORECASTER] BKU: Forecast T+1@11:T+2@11: UP (p=64.46%) [2025-10-09T22:46:04.569434] [INFO ] [FORECASTER] Completed predict_future for BKU [2025-10-09T22:46:04.569609] [INFO ] [sig ] BKU: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:04.721494] [INFO ] [LOCAL ] Saved forecast: BKU 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BKU.txt [2025-10-09T22:46:04.721911] [WARN ] [sig ] [275/2211] Failed BKU after 0.3s | 4.47 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:04.722003] [INFO ] [sig ] [276/2211] Forecasting BKV... [2025-10-09T22:46:04.722043] [INFO ] [sig ] Generating forecast for: BKV [2025-10-09T22:46:04.722076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BKV' from 'https://tdm.silogroup.org/data/derivative_storage/BKV.csv'. [2025-10-09T22:46:04.734171] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BKV'. [2025-10-09T22:46:04.734542] [INFO ] [FORECASTER] Starting predict_future for BKV [2025-10-09T22:46:04.763883] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:04.764803] [DEBUG] [LOCAL ] No optimal features file found for BKV: ./output/feature-sets/BKV.txt [2025-10-09T22:46:04.764862] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:04.764899] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:04.764930] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:04.765004] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:04.784479] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:04.785536] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:04.785709] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:04.785764] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:04.832099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:04.832346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:04.832410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:04.832443] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:04.836831] [DEBUG] [FORECASTER] BKV: Forecast T+1@11:T+2@11: DOWN (p=41.57%) [2025-10-09T22:46:04.837208] [INFO ] [FORECASTER] Completed predict_future for BKV [2025-10-09T22:46:04.837367] [INFO ] [sig ] BKV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:05.009169] [INFO ] [LOCAL ] Saved forecast: BKV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BKV.txt [2025-10-09T22:46:05.009522] [WARN ] [sig ] [276/2211] Failed BKV after 0.3s | 4.46 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:05.009609] [INFO ] [sig ] [277/2211] Forecasting BLCO... [2025-10-09T22:46:05.009679] [INFO ] [sig ] Generating forecast for: BLCO [2025-10-09T22:46:05.009732] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLCO' from 'https://tdm.silogroup.org/data/derivative_storage/BLCO.csv'. [2025-10-09T22:46:05.022104] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BLCO'. [2025-10-09T22:46:05.022492] [INFO ] [FORECASTER] Starting predict_future for BLCO [2025-10-09T22:46:05.050270] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:05.051129] [DEBUG] [LOCAL ] No optimal features file found for BLCO: ./output/feature-sets/BLCO.txt [2025-10-09T22:46:05.051185] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:05.051220] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:05.051248] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:05.051306] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:05.069008] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:05.069612] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:05.069726] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:05.069769] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:05.110761] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:05.110900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:05.110939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:05.110968] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:05.114424] [DEBUG] [FORECASTER] BLCO: Forecast T+1@11:T+2@11: DOWN (p=3.53%) [2025-10-09T22:46:05.114762] [INFO ] [FORECASTER] Completed predict_future for BLCO [2025-10-09T22:46:05.114924] [INFO ] [sig ] BLCO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:05.273994] [INFO ] [LOCAL ] Saved forecast: BLCO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BLCO.txt [2025-10-09T22:46:05.274318] [WARN ] [sig ] [277/2211] Failed BLCO after 0.3s | 4.46 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:05.274459] [INFO ] [sig ] [278/2211] Forecasting BLD... [2025-10-09T22:46:05.274500] [INFO ] [sig ] Generating forecast for: BLD [2025-10-09T22:46:05.274542] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLD' from 'https://tdm.silogroup.org/data/derivative_storage/BLD.csv'. [2025-10-09T22:46:05.281991] [WARN ] [REMOTE ] Historical data not found for symbol 'BLD' (404). [2025-10-09T22:46:05.282355] [FATAL] [sig ] BLD: No historical data fetched. [2025-10-09T22:46:05.282453] [WARN ] [sig ] [278/2211] Failed BLD after 0.0s | 4.47 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:05.282534] [INFO ] [sig ] [279/2211] Forecasting BLDR... [2025-10-09T22:46:05.282586] [INFO ] [sig ] Generating forecast for: BLDR [2025-10-09T22:46:05.282620] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLDR' from 'https://tdm.silogroup.org/data/derivative_storage/BLDR.csv'. [2025-10-09T22:46:05.294327] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BLDR'. [2025-10-09T22:46:05.294717] [INFO ] [FORECASTER] Starting predict_future for BLDR [2025-10-09T22:46:05.321312] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:05.322148] [DEBUG] [LOCAL ] No optimal features file found for BLDR: ./output/feature-sets/BLDR.txt [2025-10-09T22:46:05.322207] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:05.322242] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:05.322269] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:05.322325] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:05.339569] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:05.340229] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:05.340316] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:05.340350] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:05.386224] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:05.386341] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:05.386379] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:05.386407] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:05.389809] [DEBUG] [FORECASTER] BLDR: Forecast T+1@11:T+2@11: DOWN (p=1.71%) [2025-10-09T22:46:05.390094] [INFO ] [FORECASTER] Completed predict_future for BLDR [2025-10-09T22:46:05.390249] [INFO ] [sig ] BLDR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:05.532477] [INFO ] [LOCAL ] Saved forecast: BLDR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BLDR.txt [2025-10-09T22:46:05.532889] [WARN ] [sig ] [279/2211] Failed BLDR after 0.3s | 4.47 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:05.532983] [INFO ] [sig ] [280/2211] Forecasting BLE... [2025-10-09T22:46:05.533053] [INFO ] [sig ] Generating forecast for: BLE [2025-10-09T22:46:05.533121] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLE' from 'https://tdm.silogroup.org/data/derivative_storage/BLE.csv'. [2025-10-09T22:46:05.546101] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BLE'. [2025-10-09T22:46:05.546802] [INFO ] [FORECASTER] Starting predict_future for BLE [2025-10-09T22:46:05.579191] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:05.580119] [DEBUG] [LOCAL ] No optimal features file found for BLE: ./output/feature-sets/BLE.txt [2025-10-09T22:46:05.580178] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:05.580216] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:05.580247] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:05.580308] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:05.598829] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:05.599498] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:05.599600] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:05.599636] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:05.642042] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:05.642500] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:05.642556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:05.642593] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:05.648026] [DEBUG] [FORECASTER] BLE: Forecast T+1@11:T+2@11: UP (p=99.53%) [2025-10-09T22:46:05.648447] [INFO ] [FORECASTER] Completed predict_future for BLE [2025-10-09T22:46:05.651736] [INFO ] [sig ] BLE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:05.811697] [INFO ] [LOCAL ] Saved forecast: BLE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BLE.txt [2025-10-09T22:46:05.812101] [WARN ] [sig ] [280/2211] Failed BLE after 0.3s | 4.47 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:05.812205] [INFO ] [sig ] [281/2211] Forecasting BLK... [2025-10-09T22:46:05.812247] [INFO ] [sig ] Generating forecast for: BLK [2025-10-09T22:46:05.812281] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLK' from 'https://tdm.silogroup.org/data/derivative_storage/BLK.csv'. [2025-10-09T22:46:05.824789] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BLK'. [2025-10-09T22:46:05.825215] [INFO ] [FORECASTER] Starting predict_future for BLK [2025-10-09T22:46:05.855434] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:05.856435] [DEBUG] [LOCAL ] No optimal features file found for BLK: ./output/feature-sets/BLK.txt [2025-10-09T22:46:05.856497] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:05.856535] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:05.856567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:05.856628] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:05.875822] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:05.876569] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:05.876691] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:05.876748] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:05.921306] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:05.921482] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:05.921522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:05.921552] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:05.925284] [DEBUG] [FORECASTER] BLK: Forecast T+1@11:T+2@11: DOWN (p=23.13%) [2025-10-09T22:46:05.925586] [INFO ] [FORECASTER] Completed predict_future for BLK [2025-10-09T22:46:05.925782] [INFO ] [sig ] BLK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:06.072566] [INFO ] [LOCAL ] Saved forecast: BLK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BLK.txt [2025-10-09T22:46:06.072937] [WARN ] [sig ] [281/2211] Failed BLK after 0.3s | 4.46 sym/s | Total: 1.0m | ETA: 7.2m [2025-10-09T22:46:06.073022] [INFO ] [sig ] [282/2211] Forecasting BLND... [2025-10-09T22:46:06.073062] [INFO ] [sig ] Generating forecast for: BLND [2025-10-09T22:46:06.073095] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLND' from 'https://tdm.silogroup.org/data/derivative_storage/BLND.csv'. [2025-10-09T22:46:06.084740] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BLND'. [2025-10-09T22:46:06.085139] [INFO ] [FORECASTER] Starting predict_future for BLND [2025-10-09T22:46:06.112505] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:06.113420] [DEBUG] [LOCAL ] No optimal features file found for BLND: ./output/feature-sets/BLND.txt [2025-10-09T22:46:06.113482] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:06.113519] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:06.113547] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:06.113606] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:06.132277] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:06.133234] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:06.133337] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:06.133372] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:06.179514] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:06.179755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:06.179816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:06.179852] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:06.183785] [DEBUG] [FORECASTER] BLND: Forecast T+1@11:T+2@11: UP (p=99.55%) [2025-10-09T22:46:06.184099] [INFO ] [FORECASTER] Completed predict_future for BLND [2025-10-09T22:46:06.184273] [INFO ] [sig ] BLND: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:06.341701] [INFO ] [LOCAL ] Saved forecast: BLND 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BLND.txt [2025-10-09T22:46:06.342115] [WARN ] [sig ] [282/2211] Failed BLND after 0.3s | 4.46 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:06.342218] [INFO ] [sig ] [283/2211] Forecasting BLW... [2025-10-09T22:46:06.342274] [INFO ] [sig ] Generating forecast for: BLW [2025-10-09T22:46:06.342319] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLW' from 'https://tdm.silogroup.org/data/derivative_storage/BLW.csv'. [2025-10-09T22:46:06.355836] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BLW'. [2025-10-09T22:46:06.356228] [INFO ] [FORECASTER] Starting predict_future for BLW [2025-10-09T22:46:06.384498] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:06.385367] [DEBUG] [LOCAL ] No optimal features file found for BLW: ./output/feature-sets/BLW.txt [2025-10-09T22:46:06.385431] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:06.385470] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:06.385502] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:06.385561] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:06.404343] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:06.405007] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:06.405138] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:06.405197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:06.451907] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:06.452145] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:06.452194] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:06.452228] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:06.456365] [DEBUG] [FORECASTER] BLW: Forecast T+1@11:T+2@11: DOWN (p=26.38%) [2025-10-09T22:46:06.456729] [INFO ] [FORECASTER] Completed predict_future for BLW [2025-10-09T22:46:06.456900] [INFO ] [sig ] BLW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:06.609815] [INFO ] [LOCAL ] Saved forecast: BLW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BLW.txt [2025-10-09T22:46:06.610190] [WARN ] [sig ] [283/2211] Failed BLW after 0.3s | 4.46 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:06.610279] [INFO ] [sig ] [284/2211] Forecasting BLX... [2025-10-09T22:46:06.610320] [INFO ] [sig ] Generating forecast for: BLX [2025-10-09T22:46:06.610353] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BLX' from 'https://tdm.silogroup.org/data/derivative_storage/BLX.csv'. [2025-10-09T22:46:06.622720] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BLX'. [2025-10-09T22:46:06.623239] [INFO ] [FORECASTER] Starting predict_future for BLX [2025-10-09T22:46:06.650965] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:06.651987] [DEBUG] [LOCAL ] No optimal features file found for BLX: ./output/feature-sets/BLX.txt [2025-10-09T22:46:06.652053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:06.652089] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:06.652118] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:06.652178] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:06.671010] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:06.672056] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:06.672160] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:06.672194] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:06.750622] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:06.750908] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:06.750965] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:06.751003] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:06.755536] [DEBUG] [FORECASTER] BLX: Forecast T+1@11:T+2@11: DOWN (p=5.54%) [2025-10-09T22:46:06.755928] [INFO ] [FORECASTER] Completed predict_future for BLX [2025-10-09T22:46:06.756112] [INFO ] [sig ] BLX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:06.920573] [INFO ] [LOCAL ] Saved forecast: BLX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BLX.txt [2025-10-09T22:46:06.921011] [WARN ] [sig ] [284/2211] Failed BLX after 0.3s | 4.45 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:06.921114] [INFO ] [sig ] [285/2211] Forecasting BMA... [2025-10-09T22:46:06.921157] [INFO ] [sig ] Generating forecast for: BMA [2025-10-09T22:46:06.921191] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMA' from 'https://tdm.silogroup.org/data/derivative_storage/BMA.csv'. [2025-10-09T22:46:06.933131] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BMA'. [2025-10-09T22:46:06.933743] [INFO ] [FORECASTER] Starting predict_future for BMA [2025-10-09T22:46:06.975541] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:06.976938] [DEBUG] [LOCAL ] No optimal features file found for BMA: ./output/feature-sets/BMA.txt [2025-10-09T22:46:06.977010] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:06.977063] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:06.977107] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:06.977199] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:07.003663] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:07.005124] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:07.005279] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:07.005336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:07.062553] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:07.062849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:07.062906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:07.062940] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:07.067709] [DEBUG] [FORECASTER] BMA: Forecast T+1@11:T+2@11: UP (p=88.62%) [2025-10-09T22:46:07.068128] [INFO ] [FORECASTER] Completed predict_future for BMA [2025-10-09T22:46:07.068356] [INFO ] [sig ] BMA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:07.249958] [INFO ] [LOCAL ] Saved forecast: BMA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BMA.txt [2025-10-09T22:46:07.250364] [WARN ] [sig ] [285/2211] Failed BMA after 0.3s | 4.45 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:07.250460] [INFO ] [sig ] [286/2211] Forecasting BME... [2025-10-09T22:46:07.250499] [INFO ] [sig ] Generating forecast for: BME [2025-10-09T22:46:07.250532] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BME' from 'https://tdm.silogroup.org/data/derivative_storage/BME.csv'. [2025-10-09T22:46:07.264444] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BME'. [2025-10-09T22:46:07.265109] [INFO ] [FORECASTER] Starting predict_future for BME [2025-10-09T22:46:07.298016] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:07.299264] [DEBUG] [LOCAL ] No optimal features file found for BME: ./output/feature-sets/BME.txt [2025-10-09T22:46:07.299344] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:07.299382] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:07.299412] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:07.299473] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:07.319537] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:07.320755] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:07.320884] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:07.320924] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:07.373000] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:07.373309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:07.373419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:07.373478] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:07.378722] [DEBUG] [FORECASTER] BME: Forecast T+1@11:T+2@11: DOWN (p=2.76%) [2025-10-09T22:46:07.379220] [INFO ] [FORECASTER] Completed predict_future for BME [2025-10-09T22:46:07.379416] [INFO ] [sig ] BME: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:07.556201] [INFO ] [LOCAL ] Saved forecast: BME 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BME.txt [2025-10-09T22:46:07.556591] [WARN ] [sig ] [286/2211] Failed BME after 0.3s | 4.44 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:07.556706] [INFO ] [sig ] [287/2211] Forecasting BMEZ... [2025-10-09T22:46:07.556754] [INFO ] [sig ] Generating forecast for: BMEZ [2025-10-09T22:46:07.556788] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMEZ' from 'https://tdm.silogroup.org/data/derivative_storage/BMEZ.csv'. [2025-10-09T22:46:07.569673] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BMEZ'. [2025-10-09T22:46:07.570278] [INFO ] [FORECASTER] Starting predict_future for BMEZ [2025-10-09T22:46:07.601723] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:07.602801] [DEBUG] [LOCAL ] No optimal features file found for BMEZ: ./output/feature-sets/BMEZ.txt [2025-10-09T22:46:07.602868] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:07.602905] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:07.602933] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:07.602992] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:07.622342] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:07.623378] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:07.623481] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:07.623517] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:07.664485] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:07.665213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:07.665267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:07.665299] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:07.672957] [DEBUG] [FORECASTER] BMEZ: Forecast T+1@11:T+2@11: UP (p=58.84%) [2025-10-09T22:46:07.673311] [INFO ] [FORECASTER] Completed predict_future for BMEZ [2025-10-09T22:46:07.673481] [INFO ] [sig ] BMEZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:07.833964] [INFO ] [LOCAL ] Saved forecast: BMEZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BMEZ.txt [2025-10-09T22:46:07.834293] [WARN ] [sig ] [287/2211] Failed BMEZ after 0.3s | 4.44 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:07.834422] [INFO ] [sig ] [288/2211] Forecasting BMI... [2025-10-09T22:46:07.834493] [INFO ] [sig ] Generating forecast for: BMI [2025-10-09T22:46:07.834533] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMI' from 'https://tdm.silogroup.org/data/derivative_storage/BMI.csv'. [2025-10-09T22:46:07.845342] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BMI'. [2025-10-09T22:46:07.845785] [INFO ] [FORECASTER] Starting predict_future for BMI [2025-10-09T22:46:07.873183] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:07.874058] [DEBUG] [LOCAL ] No optimal features file found for BMI: ./output/feature-sets/BMI.txt [2025-10-09T22:46:07.874116] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:07.874151] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:07.874180] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:07.874238] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:07.893467] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:07.894096] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:07.894182] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:07.894218] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:07.950129] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:07.950288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:07.950327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:07.950378] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:07.953944] [DEBUG] [FORECASTER] BMI: Forecast T+1@11:T+2@11: UP (p=94.17%) [2025-10-09T22:46:07.954237] [INFO ] [FORECASTER] Completed predict_future for BMI [2025-10-09T22:46:07.954384] [INFO ] [sig ] BMI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:08.102687] [INFO ] [LOCAL ] Saved forecast: BMI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BMI.txt [2025-10-09T22:46:08.102893] [WARN ] [sig ] [288/2211] Failed BMI after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:08.102970] [INFO ] [sig ] [289/2211] Forecasting BMN... [2025-10-09T22:46:08.103010] [INFO ] [sig ] Generating forecast for: BMN [2025-10-09T22:46:08.103041] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMN' from 'https://tdm.silogroup.org/data/derivative_storage/BMN.csv'. [2025-10-09T22:46:08.113917] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BMN'. [2025-10-09T22:46:08.114197] [INFO ] [FORECASTER] Starting predict_future for BMN [2025-10-09T22:46:08.140083] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:08.140822] [DEBUG] [LOCAL ] No optimal features file found for BMN: ./output/feature-sets/BMN.txt [2025-10-09T22:46:08.140877] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:08.140910] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:08.140936] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:08.140992] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:08.158381] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:08.158978] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:08.159060] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:08.159093] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:08.200742] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:08.200830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:08.200865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:08.200892] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:08.204024] [DEBUG] [FORECASTER] BMN: Forecast T+1@11:T+2@11: DOWN (p=6.49%) [2025-10-09T22:46:08.204287] [INFO ] [FORECASTER] Completed predict_future for BMN [2025-10-09T22:46:08.204427] [INFO ] [sig ] BMN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:08.352839] [INFO ] [LOCAL ] Saved forecast: BMN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BMN.txt [2025-10-09T22:46:08.353062] [WARN ] [sig ] [289/2211] Failed BMN after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:08.353139] [INFO ] [sig ] [290/2211] Forecasting BMO... [2025-10-09T22:46:08.353178] [INFO ] [sig ] Generating forecast for: BMO [2025-10-09T22:46:08.353208] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMO' from 'https://tdm.silogroup.org/data/derivative_storage/BMO.csv'. [2025-10-09T22:46:08.363469] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BMO'. [2025-10-09T22:46:08.363772] [INFO ] [FORECASTER] Starting predict_future for BMO [2025-10-09T22:46:08.389118] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:08.389857] [DEBUG] [LOCAL ] No optimal features file found for BMO: ./output/feature-sets/BMO.txt [2025-10-09T22:46:08.389912] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:08.389946] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:08.389973] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:08.390029] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:08.408375] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:08.408972] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:08.409058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:08.409092] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:08.454173] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:08.454295] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:08.454348] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:08.454380] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:08.457904] [DEBUG] [FORECASTER] BMO: Forecast T+1@11:T+2@11: UP (p=51.25%) [2025-10-09T22:46:08.458223] [INFO ] [FORECASTER] Completed predict_future for BMO [2025-10-09T22:46:08.458384] [INFO ] [sig ] BMO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:08.609442] [INFO ] [LOCAL ] Saved forecast: BMO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BMO.txt [2025-10-09T22:46:08.609691] [WARN ] [sig ] [290/2211] Failed BMO after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:08.609777] [INFO ] [sig ] [291/2211] Forecasting BMY... [2025-10-09T22:46:08.609825] [INFO ] [sig ] Generating forecast for: BMY [2025-10-09T22:46:08.609911] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BMY' from 'https://tdm.silogroup.org/data/derivative_storage/BMY.csv'. [2025-10-09T22:46:08.621077] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BMY'. [2025-10-09T22:46:08.621377] [INFO ] [FORECASTER] Starting predict_future for BMY [2025-10-09T22:46:08.647214] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:08.648014] [DEBUG] [LOCAL ] No optimal features file found for BMY: ./output/feature-sets/BMY.txt [2025-10-09T22:46:08.648069] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:08.648101] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:08.648128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:08.648184] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:08.665871] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:08.666450] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:08.666552] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:08.666587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:08.721742] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:08.721934] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:08.721979] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:08.722009] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:08.725708] [DEBUG] [FORECASTER] BMY: Forecast T+1@11:T+2@11: DOWN (p=42.16%) [2025-10-09T22:46:08.726066] [INFO ] [FORECASTER] Completed predict_future for BMY [2025-10-09T22:46:08.726221] [INFO ] [sig ] BMY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:08.870668] [INFO ] [LOCAL ] Saved forecast: BMY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BMY.txt [2025-10-09T22:46:08.870894] [WARN ] [sig ] [291/2211] Failed BMY after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:08.870970] [INFO ] [sig ] [292/2211] Forecasting BN... [2025-10-09T22:46:08.871010] [INFO ] [sig ] Generating forecast for: BN [2025-10-09T22:46:08.871041] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BN' from 'https://tdm.silogroup.org/data/derivative_storage/BN.csv'. [2025-10-09T22:46:08.880589] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BN'. [2025-10-09T22:46:08.880885] [INFO ] [FORECASTER] Starting predict_future for BN [2025-10-09T22:46:08.906061] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:08.906825] [DEBUG] [LOCAL ] No optimal features file found for BN: ./output/feature-sets/BN.txt [2025-10-09T22:46:08.906884] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:08.906918] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:08.906946] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:08.907003] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:08.924219] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:08.924794] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:08.924879] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:08.924915] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:08.962776] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:08.962875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:08.962911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:08.962940] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:08.966444] [DEBUG] [FORECASTER] BN: Forecast T+1@11:T+2@11: DOWN (p=9.83%) [2025-10-09T22:46:08.966752] [INFO ] [FORECASTER] Completed predict_future for BN [2025-10-09T22:46:08.966895] [INFO ] [sig ] BN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:09.109302] [INFO ] [LOCAL ] Saved forecast: BN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BN.txt [2025-10-09T22:46:09.109509] [WARN ] [sig ] [292/2211] Failed BN after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:09.109584] [INFO ] [sig ] [293/2211] Forecasting BNED... [2025-10-09T22:46:09.109623] [INFO ] [sig ] Generating forecast for: BNED [2025-10-09T22:46:09.109685] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNED' from 'https://tdm.silogroup.org/data/derivative_storage/BNED.csv'. [2025-10-09T22:46:09.119473] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BNED'. [2025-10-09T22:46:09.119770] [INFO ] [FORECASTER] Starting predict_future for BNED [2025-10-09T22:46:09.145174] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:09.145913] [DEBUG] [LOCAL ] No optimal features file found for BNED: ./output/feature-sets/BNED.txt [2025-10-09T22:46:09.145985] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:09.146020] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:09.146048] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:09.146104] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:09.163625] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:09.164187] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:09.164265] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:09.164298] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:09.198832] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:09.198914] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:09.198949] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:09.198976] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:09.202044] [DEBUG] [FORECASTER] BNED: Forecast T+1@11:T+2@11: UP (p=94.52%) [2025-10-09T22:46:09.202303] [INFO ] [FORECASTER] Completed predict_future for BNED [2025-10-09T22:46:09.202432] [INFO ] [sig ] BNED: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:09.350842] [INFO ] [LOCAL ] Saved forecast: BNED 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BNED.txt [2025-10-09T22:46:09.351103] [WARN ] [sig ] [293/2211] Failed BNED after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:09.351199] [INFO ] [sig ] [294/2211] Forecasting BNH... [2025-10-09T22:46:09.351254] [INFO ] [sig ] Generating forecast for: BNH [2025-10-09T22:46:09.351288] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNH' from 'https://tdm.silogroup.org/data/derivative_storage/BNH.csv'. [2025-10-09T22:46:09.362332] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BNH'. [2025-10-09T22:46:09.362605] [INFO ] [FORECASTER] Starting predict_future for BNH [2025-10-09T22:46:09.388273] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:09.388993] [DEBUG] [LOCAL ] No optimal features file found for BNH: ./output/feature-sets/BNH.txt [2025-10-09T22:46:09.389047] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:09.389089] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:09.389142] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:09.389249] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:09.406780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:09.407340] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:09.407478] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:09.407533] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:09.444037] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:09.444120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:09.444155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:09.444183] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:09.447223] [DEBUG] [FORECASTER] BNH: Forecast T+1@11:T+2@11: UP (p=65.57%) [2025-10-09T22:46:09.447489] [INFO ] [FORECASTER] Completed predict_future for BNH [2025-10-09T22:46:09.447678] [INFO ] [sig ] BNH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:09.590052] [INFO ] [LOCAL ] Saved forecast: BNH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BNH.txt [2025-10-09T22:46:09.590261] [WARN ] [sig ] [294/2211] Failed BNH after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:09.590338] [INFO ] [sig ] [295/2211] Forecasting BNJ... [2025-10-09T22:46:09.590378] [INFO ] [sig ] Generating forecast for: BNJ [2025-10-09T22:46:09.590420] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNJ' from 'https://tdm.silogroup.org/data/derivative_storage/BNJ.csv'. [2025-10-09T22:46:09.600187] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BNJ'. [2025-10-09T22:46:09.600464] [INFO ] [FORECASTER] Starting predict_future for BNJ [2025-10-09T22:46:09.625753] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:09.626441] [DEBUG] [LOCAL ] No optimal features file found for BNJ: ./output/feature-sets/BNJ.txt [2025-10-09T22:46:09.626495] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:09.626527] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:09.626554] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:09.626610] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:09.643942] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:09.644473] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:09.644555] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:09.644587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:09.678567] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:09.678669] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:09.678724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:09.678755] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:09.681778] [DEBUG] [FORECASTER] BNJ: Forecast T+1@11:T+2@11: DOWN (p=11.79%) [2025-10-09T22:46:09.682041] [INFO ] [FORECASTER] Completed predict_future for BNJ [2025-10-09T22:46:09.682168] [INFO ] [sig ] BNJ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:09.828778] [INFO ] [LOCAL ] Saved forecast: BNJ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BNJ.txt [2025-10-09T22:46:09.829029] [WARN ] [sig ] [295/2211] Failed BNJ after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:09.829107] [INFO ] [sig ] [296/2211] Forecasting BNL... [2025-10-09T22:46:09.829147] [INFO ] [sig ] Generating forecast for: BNL [2025-10-09T22:46:09.829178] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNL' from 'https://tdm.silogroup.org/data/derivative_storage/BNL.csv'. [2025-10-09T22:46:09.838900] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BNL'. [2025-10-09T22:46:09.839196] [INFO ] [FORECASTER] Starting predict_future for BNL [2025-10-09T22:46:09.864459] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:09.865185] [DEBUG] [LOCAL ] No optimal features file found for BNL: ./output/feature-sets/BNL.txt [2025-10-09T22:46:09.865239] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:09.865272] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:09.865300] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:09.865358] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:09.882815] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:09.883348] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:09.883429] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:09.883462] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:09.920004] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:09.920100] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:09.920136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:09.920165] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:09.923269] [DEBUG] [FORECASTER] BNL: Forecast T+1@11:T+2@11: DOWN (p=26.61%) [2025-10-09T22:46:09.923553] [INFO ] [FORECASTER] Completed predict_future for BNL [2025-10-09T22:46:09.923714] [INFO ] [sig ] BNL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:10.071891] [INFO ] [LOCAL ] Saved forecast: BNL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BNL.txt [2025-10-09T22:46:10.072143] [WARN ] [sig ] [296/2211] Failed BNL after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:10.072223] [INFO ] [sig ] [297/2211] Forecasting BNS... [2025-10-09T22:46:10.072262] [INFO ] [sig ] Generating forecast for: BNS [2025-10-09T22:46:10.072293] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNS' from 'https://tdm.silogroup.org/data/derivative_storage/BNS.csv'. [2025-10-09T22:46:10.082270] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BNS'. [2025-10-09T22:46:10.082540] [INFO ] [FORECASTER] Starting predict_future for BNS [2025-10-09T22:46:10.108144] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:10.108870] [DEBUG] [LOCAL ] No optimal features file found for BNS: ./output/feature-sets/BNS.txt [2025-10-09T22:46:10.108925] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:10.108958] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:10.108984] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:10.109040] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:10.126490] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:10.127528] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:10.127689] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:10.127747] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:10.164091] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:10.164166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:10.164201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:10.164228] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:10.167267] [DEBUG] [FORECASTER] BNS: Forecast T+1@11:T+2@11: DOWN (p=49.95%) [2025-10-09T22:46:10.167560] [INFO ] [FORECASTER] Completed predict_future for BNS [2025-10-09T22:46:10.168129] [INFO ] [sig ] BNS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:10.312299] [INFO ] [LOCAL ] Saved forecast: BNS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BNS.txt [2025-10-09T22:46:10.312514] [WARN ] [sig ] [297/2211] Failed BNS after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:10.312589] [INFO ] [sig ] [298/2211] Forecasting BNT... [2025-10-09T22:46:10.312628] [INFO ] [sig ] Generating forecast for: BNT [2025-10-09T22:46:10.312695] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNT' from 'https://tdm.silogroup.org/data/derivative_storage/BNT.csv'. [2025-10-09T22:46:10.322571] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'BNT'. [2025-10-09T22:46:10.322873] [INFO ] [FORECASTER] Starting predict_future for BNT [2025-10-09T22:46:10.348368] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:10.349095] [DEBUG] [LOCAL ] No optimal features file found for BNT: ./output/feature-sets/BNT.txt [2025-10-09T22:46:10.349158] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:10.349191] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:10.349218] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:10.349273] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:10.366352] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:10.366919] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:10.367000] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:10.367049] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:10.401583] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:10.401688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:10.401738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:10.401769] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:10.404892] [DEBUG] [FORECASTER] BNT: Forecast T+1@11:T+2@11: UP (p=87.72%) [2025-10-09T22:46:10.405153] [INFO ] [FORECASTER] Completed predict_future for BNT [2025-10-09T22:46:10.405281] [INFO ] [sig ] BNT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:10.547526] [INFO ] [LOCAL ] Saved forecast: BNT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BNT.txt [2025-10-09T22:46:10.547771] [WARN ] [sig ] [298/2211] Failed BNT after 0.2s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:10.547856] [INFO ] [sig ] [299/2211] Forecasting BNY... [2025-10-09T22:46:10.547896] [INFO ] [sig ] Generating forecast for: BNY [2025-10-09T22:46:10.547926] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BNY' from 'https://tdm.silogroup.org/data/derivative_storage/BNY.csv'. [2025-10-09T22:46:10.552526] [WARN ] [REMOTE ] Historical data not found for symbol 'BNY' (404). [2025-10-09T22:46:10.552720] [FATAL] [sig ] BNY: No historical data fetched. [2025-10-09T22:46:10.552818] [WARN ] [sig ] [299/2211] Failed BNY after 0.0s | 4.44 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:10.552881] [INFO ] [sig ] [300/2211] Forecasting BOC... [2025-10-09T22:46:10.552913] [INFO ] [sig ] Generating forecast for: BOC [2025-10-09T22:46:10.552943] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOC' from 'https://tdm.silogroup.org/data/derivative_storage/BOC.csv'. [2025-10-09T22:46:10.561443] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BOC'. [2025-10-09T22:46:10.561745] [INFO ] [FORECASTER] Starting predict_future for BOC [2025-10-09T22:46:10.587055] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:10.587808] [DEBUG] [LOCAL ] No optimal features file found for BOC: ./output/feature-sets/BOC.txt [2025-10-09T22:46:10.587867] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:10.587901] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:10.587928] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:10.587985] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:10.605691] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:10.606247] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:10.606328] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:10.606361] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:10.642860] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:10.642965] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:10.643001] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:10.643030] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:10.646221] [DEBUG] [FORECASTER] BOC: Forecast T+1@11:T+2@11: UP (p=88.20%) [2025-10-09T22:46:10.646486] [INFO ] [FORECASTER] Completed predict_future for BOC [2025-10-09T22:46:10.646616] [INFO ] [sig ] BOC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:10.790626] [INFO ] [LOCAL ] Saved forecast: BOC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BOC.txt [2025-10-09T22:46:10.790950] [WARN ] [sig ] [300/2211] Failed BOC after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:10.791034] [INFO ] [sig ] [301/2211] Forecasting BOE... [2025-10-09T22:46:10.791074] [INFO ] [sig ] Generating forecast for: BOE [2025-10-09T22:46:10.791116] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOE' from 'https://tdm.silogroup.org/data/derivative_storage/BOE.csv'. [2025-10-09T22:46:10.801789] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BOE'. [2025-10-09T22:46:10.802232] [INFO ] [FORECASTER] Starting predict_future for BOE [2025-10-09T22:46:10.832956] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:10.833866] [DEBUG] [LOCAL ] No optimal features file found for BOE: ./output/feature-sets/BOE.txt [2025-10-09T22:46:10.833923] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:10.833956] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:10.833984] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:10.834042] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:10.851715] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:10.852694] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:10.852793] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:10.852827] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:10.886055] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:10.886138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:10.886173] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:10.886201] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:10.889260] [DEBUG] [FORECASTER] BOE: Forecast T+1@11:T+2@11: UP (p=86.63%) [2025-10-09T22:46:10.889524] [INFO ] [FORECASTER] Completed predict_future for BOE [2025-10-09T22:46:10.889689] [INFO ] [sig ] BOE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:11.032439] [INFO ] [LOCAL ] Saved forecast: BOE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BOE.txt [2025-10-09T22:46:11.032684] [WARN ] [sig ] [301/2211] Failed BOE after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:11.032776] [INFO ] [sig ] [302/2211] Forecasting BOH... [2025-10-09T22:46:11.032832] [INFO ] [sig ] Generating forecast for: BOH [2025-10-09T22:46:11.032870] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOH' from 'https://tdm.silogroup.org/data/derivative_storage/BOH.csv'. [2025-10-09T22:46:11.045219] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BOH'. [2025-10-09T22:46:11.045614] [INFO ] [FORECASTER] Starting predict_future for BOH [2025-10-09T22:46:11.071349] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:11.072122] [DEBUG] [LOCAL ] No optimal features file found for BOH: ./output/feature-sets/BOH.txt [2025-10-09T22:46:11.072177] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:11.072210] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:11.072237] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:11.072294] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:11.089389] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:11.089971] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:11.090059] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:11.090092] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:11.120679] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:11.120780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:11.120818] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:11.120847] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:11.124013] [DEBUG] [FORECASTER] BOH: Forecast T+1@11:T+2@11: UP (p=75.33%) [2025-10-09T22:46:11.124305] [INFO ] [FORECASTER] Completed predict_future for BOH [2025-10-09T22:46:11.124437] [INFO ] [sig ] BOH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:11.272167] [INFO ] [LOCAL ] Saved forecast: BOH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BOH.txt [2025-10-09T22:46:11.272415] [WARN ] [sig ] [302/2211] Failed BOH after 0.2s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:11.272492] [INFO ] [sig ] [303/2211] Forecasting BOND... [2025-10-09T22:46:11.272530] [INFO ] [sig ] Generating forecast for: BOND [2025-10-09T22:46:11.272561] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOND' from 'https://tdm.silogroup.org/data/derivative_storage/BOND.csv'. [2025-10-09T22:46:11.282276] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BOND'. [2025-10-09T22:46:11.282573] [INFO ] [FORECASTER] Starting predict_future for BOND [2025-10-09T22:46:11.307750] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:11.308449] [DEBUG] [LOCAL ] No optimal features file found for BOND: ./output/feature-sets/BOND.txt [2025-10-09T22:46:11.308508] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:11.308542] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:11.308568] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:11.308624] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:11.325802] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:11.326340] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:11.326421] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:11.326454] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:11.360112] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:11.360206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:11.360241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:11.360269] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:11.363380] [DEBUG] [FORECASTER] BOND: Forecast T+1@11:T+2@11: UP (p=54.84%) [2025-10-09T22:46:11.363672] [INFO ] [FORECASTER] Completed predict_future for BOND [2025-10-09T22:46:11.363819] [INFO ] [sig ] BOND: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:11.585747] [INFO ] [LOCAL ] Saved forecast: BOND 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BOND.txt [2025-10-09T22:46:11.585997] [WARN ] [sig ] [303/2211] Failed BOND after 0.3s | 4.43 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:11.586074] [INFO ] [sig ] [304/2211] Forecasting BOOT... [2025-10-09T22:46:11.586114] [INFO ] [sig ] Generating forecast for: BOOT [2025-10-09T22:46:11.586144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOOT' from 'https://tdm.silogroup.org/data/derivative_storage/BOOT.csv'. [2025-10-09T22:46:11.597232] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BOOT'. [2025-10-09T22:46:11.597602] [INFO ] [FORECASTER] Starting predict_future for BOOT [2025-10-09T22:46:11.628337] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:11.629163] [DEBUG] [LOCAL ] No optimal features file found for BOOT: ./output/feature-sets/BOOT.txt [2025-10-09T22:46:11.629219] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:11.629254] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:11.629281] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:11.629337] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:11.649913] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:11.650630] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:11.650756] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:11.650838] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:11.685631] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:11.685790] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:11.685832] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:11.685860] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:11.690033] [DEBUG] [FORECASTER] BOOT: Forecast T+1@11:T+2@11: DOWN (p=5.26%) [2025-10-09T22:46:11.690431] [INFO ] [FORECASTER] Completed predict_future for BOOT [2025-10-09T22:46:11.690600] [INFO ] [sig ] BOOT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:11.872796] [INFO ] [LOCAL ] Saved forecast: BOOT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BOOT.txt [2025-10-09T22:46:11.873074] [WARN ] [sig ] [304/2211] Failed BOOT after 0.3s | 4.42 sym/s | Total: 1.1m | ETA: 7.2m [2025-10-09T22:46:11.873169] [INFO ] [sig ] [305/2211] Forecasting BORR... [2025-10-09T22:46:11.873214] [INFO ] [sig ] Generating forecast for: BORR [2025-10-09T22:46:11.873246] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BORR' from 'https://tdm.silogroup.org/data/derivative_storage/BORR.csv'. [2025-10-09T22:46:11.883663] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BORR'. [2025-10-09T22:46:11.884016] [INFO ] [FORECASTER] Starting predict_future for BORR [2025-10-09T22:46:11.912783] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:11.913668] [DEBUG] [LOCAL ] No optimal features file found for BORR: ./output/feature-sets/BORR.txt [2025-10-09T22:46:11.913729] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:11.913764] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:11.913792] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:11.913849] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:11.934369] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:11.935072] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:11.935195] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:11.935235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:11.976977] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:11.977122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:11.977165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:11.977195] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:11.981325] [DEBUG] [FORECASTER] BORR: Forecast T+1@11:T+2@11: DOWN (p=25.48%) [2025-10-09T22:46:11.981720] [INFO ] [FORECASTER] Completed predict_future for BORR [2025-10-09T22:46:11.981899] [INFO ] [sig ] BORR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:12.162929] [INFO ] [LOCAL ] Saved forecast: BORR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BORR.txt [2025-10-09T22:46:12.163175] [WARN ] [sig ] [305/2211] Failed BORR after 0.3s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T22:46:12.163256] [INFO ] [sig ] [306/2211] Forecasting BOW... [2025-10-09T22:46:12.163295] [INFO ] [sig ] Generating forecast for: BOW [2025-10-09T22:46:12.163328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOW' from 'https://tdm.silogroup.org/data/derivative_storage/BOW.csv'. [2025-10-09T22:46:12.173855] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BOW'. [2025-10-09T22:46:12.174180] [INFO ] [FORECASTER] Starting predict_future for BOW [2025-10-09T22:46:12.200498] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:12.201450] [DEBUG] [LOCAL ] No optimal features file found for BOW: ./output/feature-sets/BOW.txt [2025-10-09T22:46:12.201529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:12.201566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:12.201594] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:12.201674] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:12.220272] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:12.220933] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:12.221031] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:12.221085] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:12.256663] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:12.256836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:12.256884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:12.256914] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:12.260695] [DEBUG] [FORECASTER] BOW: Forecast T+1@11:T+2@11: UP (p=56.44%) [2025-10-09T22:46:12.261000] [INFO ] [FORECASTER] Completed predict_future for BOW [2025-10-09T22:46:12.261173] [INFO ] [sig ] BOW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:12.414356] [INFO ] [LOCAL ] Saved forecast: BOW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BOW.txt [2025-10-09T22:46:12.414671] [WARN ] [sig ] [306/2211] Failed BOW after 0.3s | 4.42 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T22:46:12.414757] [INFO ] [sig ] [307/2211] Forecasting BOX... [2025-10-09T22:46:12.414796] [INFO ] [sig ] Generating forecast for: BOX [2025-10-09T22:46:12.414827] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BOX' from 'https://tdm.silogroup.org/data/derivative_storage/BOX.csv'. [2025-10-09T22:46:12.425382] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BOX'. [2025-10-09T22:46:12.425757] [INFO ] [FORECASTER] Starting predict_future for BOX [2025-10-09T22:46:12.455525] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:12.456771] [DEBUG] [LOCAL ] No optimal features file found for BOX: ./output/feature-sets/BOX.txt [2025-10-09T22:46:12.456851] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:12.456898] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:12.456956] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:12.457066] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:12.485610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:12.486853] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:12.486986] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:12.487049] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:12.522597] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:12.522796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:12.522848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:12.522881] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:12.526507] [DEBUG] [FORECASTER] BOX: Forecast T+1@11:T+2@11: DOWN (p=0.85%) [2025-10-09T22:46:12.526838] [INFO ] [FORECASTER] Completed predict_future for BOX [2025-10-09T22:46:12.526989] [INFO ] [sig ] BOX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:12.686734] [INFO ] [LOCAL ] Saved forecast: BOX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BOX.txt [2025-10-09T22:46:12.686934] [WARN ] [sig ] [307/2211] Failed BOX after 0.3s | 4.41 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T22:46:12.687014] [INFO ] [sig ] [308/2211] Forecasting BP... [2025-10-09T22:46:12.687053] [INFO ] [sig ] Generating forecast for: BP [2025-10-09T22:46:12.687084] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BP' from 'https://tdm.silogroup.org/data/derivative_storage/BP.csv'. [2025-10-09T22:46:12.698152] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BP'. [2025-10-09T22:46:12.698439] [INFO ] [FORECASTER] Starting predict_future for BP [2025-10-09T22:46:12.724050] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:12.724886] [DEBUG] [LOCAL ] No optimal features file found for BP: ./output/feature-sets/BP.txt [2025-10-09T22:46:12.724941] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:12.724976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:12.725004] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:12.725061] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:12.742379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:12.742958] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:12.743042] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:12.743075] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:12.780293] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:12.780372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:12.780407] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:12.780436] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:12.785799] [DEBUG] [FORECASTER] BP: Forecast T+1@11:T+2@11: UP (p=76.71%) [2025-10-09T22:46:12.786065] [INFO ] [FORECASTER] Completed predict_future for BP [2025-10-09T22:46:12.786194] [INFO ] [sig ] BP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:12.930287] [INFO ] [LOCAL ] Saved forecast: BP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BP.txt [2025-10-09T22:46:12.930590] [WARN ] [sig ] [308/2211] Failed BP after 0.2s | 4.41 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T22:46:12.930674] [INFO ] [sig ] [309/2211] Forecasting BR... [2025-10-09T22:46:12.930729] [INFO ] [sig ] Generating forecast for: BR [2025-10-09T22:46:12.930763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BR' from 'https://tdm.silogroup.org/data/derivative_storage/BR.csv'. [2025-10-09T22:46:12.935690] [WARN ] [REMOTE ] Historical data not found for symbol 'BR' (404). [2025-10-09T22:46:12.935912] [FATAL] [sig ] BR: No historical data fetched. [2025-10-09T22:46:12.936005] [WARN ] [sig ] [309/2211] Failed BR after 0.0s | 4.43 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T22:46:12.936073] [INFO ] [sig ] [310/2211] Forecasting BRBR... [2025-10-09T22:46:12.936113] [INFO ] [sig ] Generating forecast for: BRBR [2025-10-09T22:46:12.936145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRBR' from 'https://tdm.silogroup.org/data/derivative_storage/BRBR.csv'. [2025-10-09T22:46:12.945372] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BRBR'. [2025-10-09T22:46:12.945824] [INFO ] [FORECASTER] Starting predict_future for BRBR [2025-10-09T22:46:12.976401] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:12.977255] [DEBUG] [LOCAL ] No optimal features file found for BRBR: ./output/feature-sets/BRBR.txt [2025-10-09T22:46:12.977316] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:12.977361] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:12.977415] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:12.977477] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:12.995296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:12.995916] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:12.996061] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:12.996155] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:13.027938] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:13.028038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:13.028075] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:13.028104] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:13.031401] [DEBUG] [FORECASTER] BRBR: Forecast T+1@11:T+2@11: DOWN (p=2.02%) [2025-10-09T22:46:13.031685] [INFO ] [FORECASTER] Completed predict_future for BRBR [2025-10-09T22:46:13.031844] [INFO ] [sig ] BRBR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:13.174805] [INFO ] [LOCAL ] Saved forecast: BRBR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BRBR.txt [2025-10-09T22:46:13.174996] [WARN ] [sig ] [310/2211] Failed BRBR after 0.2s | 4.43 sym/s | Total: 1.2m | ETA: 7.2m [2025-10-09T22:46:13.175071] [INFO ] [sig ] [311/2211] Forecasting BRC... [2025-10-09T22:46:13.175110] [INFO ] [sig ] Generating forecast for: BRC [2025-10-09T22:46:13.175141] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRC' from 'https://tdm.silogroup.org/data/derivative_storage/BRC.csv'. [2025-10-09T22:46:13.180238] [WARN ] [REMOTE ] Historical data not found for symbol 'BRC' (404). [2025-10-09T22:46:13.180418] [FATAL] [sig ] BRC: No historical data fetched. [2025-10-09T22:46:13.180500] [WARN ] [sig ] [311/2211] Failed BRC after 0.0s | 4.44 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T22:46:13.180569] [INFO ] [sig ] [312/2211] Forecasting BRCC... [2025-10-09T22:46:13.180608] [INFO ] [sig ] Generating forecast for: BRCC [2025-10-09T22:46:13.180638] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRCC' from 'https://tdm.silogroup.org/data/derivative_storage/BRCC.csv'. [2025-10-09T22:46:13.184129] [WARN ] [REMOTE ] Historical data not found for symbol 'BRCC' (404). [2025-10-09T22:46:13.184296] [FATAL] [sig ] BRCC: No historical data fetched. [2025-10-09T22:46:13.184376] [WARN ] [sig ] [312/2211] Failed BRCC after 0.0s | 4.45 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T22:46:13.184445] [INFO ] [sig ] [313/2211] Forecasting BRO... [2025-10-09T22:46:13.184483] [INFO ] [sig ] Generating forecast for: BRO [2025-10-09T22:46:13.184514] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRO' from 'https://tdm.silogroup.org/data/derivative_storage/BRO.csv'. [2025-10-09T22:46:13.187918] [WARN ] [REMOTE ] Historical data not found for symbol 'BRO' (404). [2025-10-09T22:46:13.188085] [FATAL] [sig ] BRO: No historical data fetched. [2025-10-09T22:46:13.188165] [WARN ] [sig ] [313/2211] Failed BRO after 0.0s | 4.47 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T22:46:13.188234] [INFO ] [sig ] [314/2211] Forecasting BROS... [2025-10-09T22:46:13.188273] [INFO ] [sig ] Generating forecast for: BROS [2025-10-09T22:46:13.188303] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BROS' from 'https://tdm.silogroup.org/data/derivative_storage/BROS.csv'. [2025-10-09T22:46:13.198126] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BROS'. [2025-10-09T22:46:13.198407] [INFO ] [FORECASTER] Starting predict_future for BROS [2025-10-09T22:46:13.223665] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:13.224374] [DEBUG] [LOCAL ] No optimal features file found for BROS: ./output/feature-sets/BROS.txt [2025-10-09T22:46:13.224434] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:13.224468] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:13.224496] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:13.224552] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:13.242938] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:13.243541] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:13.243623] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:13.243692] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:13.275676] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:13.275760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:13.275797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:13.275825] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:13.278934] [DEBUG] [FORECASTER] BROS: Forecast T+1@11:T+2@11: UP (p=73.15%) [2025-10-09T22:46:13.279196] [INFO ] [FORECASTER] Completed predict_future for BROS [2025-10-09T22:46:13.279326] [INFO ] [sig ] BROS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:13.422335] [INFO ] [LOCAL ] Saved forecast: BROS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BROS.txt [2025-10-09T22:46:13.422526] [WARN ] [sig ] [314/2211] Failed BROS after 0.2s | 4.47 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T22:46:13.422602] [INFO ] [sig ] [315/2211] Forecasting BRSP... [2025-10-09T22:46:13.422661] [INFO ] [sig ] Generating forecast for: BRSP [2025-10-09T22:46:13.422718] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRSP' from 'https://tdm.silogroup.org/data/derivative_storage/BRSP.csv'. [2025-10-09T22:46:13.432782] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BRSP'. [2025-10-09T22:46:13.433052] [INFO ] [FORECASTER] Starting predict_future for BRSP [2025-10-09T22:46:13.458174] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:13.458913] [DEBUG] [LOCAL ] No optimal features file found for BRSP: ./output/feature-sets/BRSP.txt [2025-10-09T22:46:13.458972] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:13.459007] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:13.459034] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:13.459091] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:13.476306] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:13.476886] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:13.476984] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:13.477024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:13.510010] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:13.510097] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:13.510133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:13.510161] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:13.516051] [DEBUG] [FORECASTER] BRSP: Forecast T+1@11:T+2@11: UP (p=92.88%) [2025-10-09T22:46:13.516385] [INFO ] [FORECASTER] Completed predict_future for BRSP [2025-10-09T22:46:13.516530] [INFO ] [sig ] BRSP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:13.668450] [INFO ] [LOCAL ] Saved forecast: BRSP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BRSP.txt [2025-10-09T22:46:13.668677] [WARN ] [sig ] [315/2211] Failed BRSP after 0.2s | 4.47 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T22:46:13.668760] [INFO ] [sig ] [316/2211] Forecasting BRT... [2025-10-09T22:46:13.668800] [INFO ] [sig ] Generating forecast for: BRT [2025-10-09T22:46:13.668831] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRT' from 'https://tdm.silogroup.org/data/derivative_storage/BRT.csv'. [2025-10-09T22:46:13.679970] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BRT'. [2025-10-09T22:46:13.680402] [INFO ] [FORECASTER] Starting predict_future for BRT [2025-10-09T22:46:13.707226] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:13.708115] [DEBUG] [LOCAL ] No optimal features file found for BRT: ./output/feature-sets/BRT.txt [2025-10-09T22:46:13.708172] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:13.708207] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:13.708235] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:13.708290] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:13.726139] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:13.726894] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:13.726985] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:13.727019] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:13.766061] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:13.766242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:13.766286] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:13.766315] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:13.770220] [DEBUG] [FORECASTER] BRT: Forecast T+1@11:T+2@11: UP (p=93.75%) [2025-10-09T22:46:13.770529] [INFO ] [FORECASTER] Completed predict_future for BRT [2025-10-09T22:46:13.770714] [INFO ] [sig ] BRT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:13.919273] [INFO ] [LOCAL ] Saved forecast: BRT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BRT.txt [2025-10-09T22:46:13.919578] [WARN ] [sig ] [316/2211] Failed BRT after 0.3s | 4.46 sym/s | Total: 1.2m | ETA: 7.1m [2025-10-09T22:46:13.919685] [INFO ] [sig ] [317/2211] Forecasting BRW... [2025-10-09T22:46:13.919734] [INFO ] [sig ] Generating forecast for: BRW [2025-10-09T22:46:13.919768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRW' from 'https://tdm.silogroup.org/data/derivative_storage/BRW.csv'. [2025-10-09T22:46:13.924830] [WARN ] [REMOTE ] Historical data not found for symbol 'BRW' (404). [2025-10-09T22:46:13.925024] [FATAL] [sig ] BRW: No historical data fetched. [2025-10-09T22:46:13.925112] [WARN ] [sig ] [317/2211] Failed BRW after 0.0s | 4.48 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:13.925156] [INFO ] [sig ] [318/2211] Forecasting BRX... [2025-10-09T22:46:13.925187] [INFO ] [sig ] Generating forecast for: BRX [2025-10-09T22:46:13.925215] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BRX' from 'https://tdm.silogroup.org/data/derivative_storage/BRX.csv'. [2025-10-09T22:46:13.934812] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BRX'. [2025-10-09T22:46:13.935092] [INFO ] [FORECASTER] Starting predict_future for BRX [2025-10-09T22:46:13.960462] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:13.961191] [DEBUG] [LOCAL ] No optimal features file found for BRX: ./output/feature-sets/BRX.txt [2025-10-09T22:46:13.961245] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:13.961279] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:13.961307] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:13.961363] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:13.978605] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:13.979214] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:13.979299] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:13.979331] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:14.022609] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:14.022792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:14.023226] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:14.023281] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:14.027131] [DEBUG] [FORECASTER] BRX: Forecast T+1@11:T+2@11: DOWN (p=6.67%) [2025-10-09T22:46:14.027436] [INFO ] [FORECASTER] Completed predict_future for BRX [2025-10-09T22:46:14.028033] [INFO ] [sig ] BRX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:14.173506] [INFO ] [LOCAL ] Saved forecast: BRX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BRX.txt [2025-10-09T22:46:14.173803] [WARN ] [sig ] [318/2211] Failed BRX after 0.2s | 4.48 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:14.173896] [INFO ] [sig ] [319/2211] Forecasting BSAC... [2025-10-09T22:46:14.173937] [INFO ] [sig ] Generating forecast for: BSAC [2025-10-09T22:46:14.173973] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSAC' from 'https://tdm.silogroup.org/data/derivative_storage/BSAC.csv'. [2025-10-09T22:46:14.179998] [WARN ] [REMOTE ] Historical data not found for symbol 'BSAC' (404). [2025-10-09T22:46:14.180285] [FATAL] [sig ] BSAC: No historical data fetched. [2025-10-09T22:46:14.180380] [WARN ] [sig ] [319/2211] Failed BSAC after 0.0s | 4.49 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:14.180449] [INFO ] [sig ] [320/2211] Forecasting BSBR... [2025-10-09T22:46:14.180489] [INFO ] [sig ] Generating forecast for: BSBR [2025-10-09T22:46:14.180519] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSBR' from 'https://tdm.silogroup.org/data/derivative_storage/BSBR.csv'. [2025-10-09T22:46:14.190360] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BSBR'. [2025-10-09T22:46:14.190621] [INFO ] [FORECASTER] Starting predict_future for BSBR [2025-10-09T22:46:14.216244] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:14.216968] [DEBUG] [LOCAL ] No optimal features file found for BSBR: ./output/feature-sets/BSBR.txt [2025-10-09T22:46:14.217023] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:14.217058] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:14.217085] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:14.217141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:14.234560] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:14.235174] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:14.235261] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:14.235295] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:14.274597] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:14.274706] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:14.274752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:14.274782] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:14.277877] [DEBUG] [FORECASTER] BSBR: Forecast T+1@11:T+2@11: DOWN (p=28.33%) [2025-10-09T22:46:14.278140] [INFO ] [FORECASTER] Completed predict_future for BSBR [2025-10-09T22:46:14.278279] [INFO ] [sig ] BSBR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:14.435880] [INFO ] [LOCAL ] Saved forecast: BSBR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BSBR.txt [2025-10-09T22:46:14.436117] [WARN ] [sig ] [320/2211] Failed BSBR after 0.3s | 4.49 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:14.436195] [INFO ] [sig ] [321/2211] Forecasting BSL... [2025-10-09T22:46:14.436235] [INFO ] [sig ] Generating forecast for: BSL [2025-10-09T22:46:14.436266] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSL' from 'https://tdm.silogroup.org/data/derivative_storage/BSL.csv'. [2025-10-09T22:46:14.446520] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BSL'. [2025-10-09T22:46:14.446930] [INFO ] [FORECASTER] Starting predict_future for BSL [2025-10-09T22:46:14.472436] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:14.473242] [DEBUG] [LOCAL ] No optimal features file found for BSL: ./output/feature-sets/BSL.txt [2025-10-09T22:46:14.473298] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:14.473331] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:14.473359] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:14.473415] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:14.490991] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:14.491597] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:14.491714] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:14.491762] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:14.532042] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:14.532184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:14.532225] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:14.532254] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:14.535823] [DEBUG] [FORECASTER] BSL: Forecast T+1@11:T+2@11: UP (p=96.89%) [2025-10-09T22:46:14.536112] [INFO ] [FORECASTER] Completed predict_future for BSL [2025-10-09T22:46:14.536265] [INFO ] [sig ] BSL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:14.678227] [INFO ] [LOCAL ] Saved forecast: BSL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BSL.txt [2025-10-09T22:46:14.678441] [WARN ] [sig ] [321/2211] Failed BSL after 0.2s | 4.49 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:14.678519] [INFO ] [sig ] [322/2211] Forecasting BSM... [2025-10-09T22:46:14.678558] [INFO ] [sig ] Generating forecast for: BSM [2025-10-09T22:46:14.678590] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSM' from 'https://tdm.silogroup.org/data/derivative_storage/BSM.csv'. [2025-10-09T22:46:14.683915] [WARN ] [REMOTE ] Historical data not found for symbol 'BSM' (404). [2025-10-09T22:46:14.684208] [FATAL] [sig ] BSM: No historical data fetched. [2025-10-09T22:46:14.684300] [WARN ] [sig ] [322/2211] Failed BSM after 0.0s | 4.50 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:14.684374] [INFO ] [sig ] [323/2211] Forecasting BST... [2025-10-09T22:46:14.684414] [INFO ] [sig ] Generating forecast for: BST [2025-10-09T22:46:14.684446] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BST' from 'https://tdm.silogroup.org/data/derivative_storage/BST.csv'. [2025-10-09T22:46:14.694304] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BST'. [2025-10-09T22:46:14.694584] [INFO ] [FORECASTER] Starting predict_future for BST [2025-10-09T22:46:14.720023] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:14.720794] [DEBUG] [LOCAL ] No optimal features file found for BST: ./output/feature-sets/BST.txt [2025-10-09T22:46:14.720850] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:14.720883] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:14.720910] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:14.720966] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:14.738142] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:14.738717] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:14.738803] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:14.738836] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:14.779045] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:14.779178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:14.779217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:14.779272] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:14.782667] [DEBUG] [FORECASTER] BST: Forecast T+1@11:T+2@11: UP (p=93.27%) [2025-10-09T22:46:14.782953] [INFO ] [FORECASTER] Completed predict_future for BST [2025-10-09T22:46:14.783101] [INFO ] [sig ] BST: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:14.924890] [INFO ] [LOCAL ] Saved forecast: BST 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BST.txt [2025-10-09T22:46:14.925138] [WARN ] [sig ] [323/2211] Failed BST after 0.2s | 4.50 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:14.925219] [INFO ] [sig ] [324/2211] Forecasting BSTZ... [2025-10-09T22:46:14.925259] [INFO ] [sig ] Generating forecast for: BSTZ [2025-10-09T22:46:14.925291] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BSTZ.csv'. [2025-10-09T22:46:14.930414] [WARN ] [REMOTE ] Historical data not found for symbol 'BSTZ' (404). [2025-10-09T22:46:14.930601] [FATAL] [sig ] BSTZ: No historical data fetched. [2025-10-09T22:46:14.930712] [WARN ] [sig ] [324/2211] Failed BSTZ after 0.0s | 4.51 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:14.930760] [INFO ] [sig ] [325/2211] Forecasting BSX... [2025-10-09T22:46:14.930792] [INFO ] [sig ] Generating forecast for: BSX [2025-10-09T22:46:14.930821] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BSX' from 'https://tdm.silogroup.org/data/derivative_storage/BSX.csv'. [2025-10-09T22:46:14.940243] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BSX'. [2025-10-09T22:46:14.940553] [INFO ] [FORECASTER] Starting predict_future for BSX [2025-10-09T22:46:14.965906] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:14.966660] [DEBUG] [LOCAL ] No optimal features file found for BSX: ./output/feature-sets/BSX.txt [2025-10-09T22:46:14.966720] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:14.966755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:14.966782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:14.966838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:14.984282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:14.985075] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:14.985164] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:14.985198] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:15.024944] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:15.025084] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:15.025123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:15.025150] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:15.028571] [DEBUG] [FORECASTER] BSX: Forecast T+1@11:T+2@11: DOWN (p=10.50%) [2025-10-09T22:46:15.028878] [INFO ] [FORECASTER] Completed predict_future for BSX [2025-10-09T22:46:15.029026] [INFO ] [sig ] BSX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:15.172852] [INFO ] [LOCAL ] Saved forecast: BSX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BSX.txt [2025-10-09T22:46:15.173085] [WARN ] [sig ] [325/2211] Failed BSX after 0.2s | 4.51 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:15.173162] [INFO ] [sig ] [326/2211] Forecasting BTA... [2025-10-09T22:46:15.173202] [INFO ] [sig ] Generating forecast for: BTA [2025-10-09T22:46:15.173249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTA' from 'https://tdm.silogroup.org/data/derivative_storage/BTA.csv'. [2025-10-09T22:46:15.185124] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BTA'. [2025-10-09T22:46:15.185522] [INFO ] [FORECASTER] Starting predict_future for BTA [2025-10-09T22:46:15.211434] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:15.212262] [DEBUG] [LOCAL ] No optimal features file found for BTA: ./output/feature-sets/BTA.txt [2025-10-09T22:46:15.212321] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:15.212356] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:15.212383] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:15.212438] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:15.229608] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:15.230241] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:15.230327] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:15.230360] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:15.263822] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:15.263929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:15.263965] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:15.263992] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:15.267205] [DEBUG] [FORECASTER] BTA: Forecast T+1@11:T+2@11: DOWN (p=14.60%) [2025-10-09T22:46:15.267478] [INFO ] [FORECASTER] Completed predict_future for BTA [2025-10-09T22:46:15.267635] [INFO ] [sig ] BTA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:15.415873] [INFO ] [LOCAL ] Saved forecast: BTA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BTA.txt [2025-10-09T22:46:15.416156] [WARN ] [sig ] [326/2211] Failed BTA after 0.2s | 4.51 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:15.416243] [INFO ] [sig ] [327/2211] Forecasting BTCM... [2025-10-09T22:46:15.416282] [INFO ] [sig ] Generating forecast for: BTCM [2025-10-09T22:46:15.416314] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTCM' from 'https://tdm.silogroup.org/data/derivative_storage/BTCM.csv'. [2025-10-09T22:46:15.428055] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'BTCM'. [2025-10-09T22:46:15.428410] [INFO ] [FORECASTER] Starting predict_future for BTCM [2025-10-09T22:46:15.458244] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:15.459323] [DEBUG] [LOCAL ] No optimal features file found for BTCM: ./output/feature-sets/BTCM.txt [2025-10-09T22:46:15.459393] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:15.459431] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:15.459460] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:15.459519] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:15.480893] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:15.481763] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:15.481856] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:15.481891] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:15.532517] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:15.532720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:15.532796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:15.532851] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:15.537094] [DEBUG] [FORECASTER] BTCM: Forecast T+1@11:T+2@11: DOWN (p=1.00%) [2025-10-09T22:46:15.537447] [INFO ] [FORECASTER] Completed predict_future for BTCM [2025-10-09T22:46:15.537694] [INFO ] [sig ] BTCM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:15.712729] [INFO ] [LOCAL ] Saved forecast: BTCM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BTCM.txt [2025-10-09T22:46:15.713011] [WARN ] [sig ] [327/2211] Failed BTCM after 0.3s | 4.51 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:15.713109] [INFO ] [sig ] [328/2211] Forecasting BTE... [2025-10-09T22:46:15.713153] [INFO ] [sig ] Generating forecast for: BTE [2025-10-09T22:46:15.713201] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTE' from 'https://tdm.silogroup.org/data/derivative_storage/BTE.csv'. [2025-10-09T22:46:15.718363] [WARN ] [REMOTE ] Historical data not found for symbol 'BTE' (404). [2025-10-09T22:46:15.718557] [FATAL] [sig ] BTE: No historical data fetched. [2025-10-09T22:46:15.718679] [WARN ] [sig ] [328/2211] Failed BTE after 0.0s | 4.52 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:15.718770] [INFO ] [sig ] [329/2211] Forecasting BTI... [2025-10-09T22:46:15.718843] [INFO ] [sig ] Generating forecast for: BTI [2025-10-09T22:46:15.718893] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTI' from 'https://tdm.silogroup.org/data/derivative_storage/BTI.csv'. [2025-10-09T22:46:15.729274] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BTI'. [2025-10-09T22:46:15.729676] [INFO ] [FORECASTER] Starting predict_future for BTI [2025-10-09T22:46:15.759230] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:15.760162] [DEBUG] [LOCAL ] No optimal features file found for BTI: ./output/feature-sets/BTI.txt [2025-10-09T22:46:15.760240] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:15.760304] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:15.760341] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:15.760412] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:15.782452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:15.783176] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:15.783262] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:15.783298] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:15.862209] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:15.862376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:15.862437] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:15.862470] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:15.866555] [DEBUG] [FORECASTER] BTI: Forecast T+1@11:T+2@11: DOWN (p=8.24%) [2025-10-09T22:46:15.866880] [INFO ] [FORECASTER] Completed predict_future for BTI [2025-10-09T22:46:15.867057] [INFO ] [sig ] BTI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:16.047091] [INFO ] [LOCAL ] Saved forecast: BTI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BTI.txt [2025-10-09T22:46:16.047367] [WARN ] [sig ] [329/2211] Failed BTI after 0.3s | 4.51 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:16.047455] [INFO ] [sig ] [330/2211] Forecasting BTO... [2025-10-09T22:46:16.047495] [INFO ] [sig ] Generating forecast for: BTO [2025-10-09T22:46:16.047527] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTO' from 'https://tdm.silogroup.org/data/derivative_storage/BTO.csv'. [2025-10-09T22:46:16.059579] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BTO'. [2025-10-09T22:46:16.060105] [INFO ] [FORECASTER] Starting predict_future for BTO [2025-10-09T22:46:16.097060] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:16.098206] [DEBUG] [LOCAL ] No optimal features file found for BTO: ./output/feature-sets/BTO.txt [2025-10-09T22:46:16.098338] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:16.098382] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:16.098413] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:16.098475] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:16.122081] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:16.123180] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:16.123295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:16.123351] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:16.171613] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:16.171814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:16.171874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:16.171932] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:16.176182] [DEBUG] [FORECASTER] BTO: Forecast T+1@11:T+2@11: DOWN (p=9.47%) [2025-10-09T22:46:16.176488] [INFO ] [FORECASTER] Completed predict_future for BTO [2025-10-09T22:46:16.176668] [INFO ] [sig ] BTO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:16.332212] [INFO ] [LOCAL ] Saved forecast: BTO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BTO.txt [2025-10-09T22:46:16.332564] [WARN ] [sig ] [330/2211] Failed BTO after 0.3s | 4.51 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:16.332681] [INFO ] [sig ] [331/2211] Forecasting BTT... [2025-10-09T22:46:16.332732] [INFO ] [sig ] Generating forecast for: BTT [2025-10-09T22:46:16.332766] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTT' from 'https://tdm.silogroup.org/data/derivative_storage/BTT.csv'. [2025-10-09T22:46:16.344633] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BTT'. [2025-10-09T22:46:16.344996] [INFO ] [FORECASTER] Starting predict_future for BTT [2025-10-09T22:46:16.370546] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:16.371410] [DEBUG] [LOCAL ] No optimal features file found for BTT: ./output/feature-sets/BTT.txt [2025-10-09T22:46:16.371468] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:16.371503] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:16.371530] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:16.371587] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:16.388990] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:16.389702] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:16.389796] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:16.389830] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:16.429695] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:16.429858] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:16.429904] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:16.429933] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:16.433391] [DEBUG] [FORECASTER] BTT: Forecast T+1@11:T+2@11: UP (p=68.16%) [2025-10-09T22:46:16.433704] [INFO ] [FORECASTER] Completed predict_future for BTT [2025-10-09T22:46:16.433859] [INFO ] [sig ] BTT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:16.577551] [INFO ] [LOCAL ] Saved forecast: BTT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BTT.txt [2025-10-09T22:46:16.577916] [WARN ] [sig ] [331/2211] Failed BTT after 0.2s | 4.51 sym/s | Total: 1.2m | ETA: 7.0m [2025-10-09T22:46:16.578003] [INFO ] [sig ] [332/2211] Forecasting BTU... [2025-10-09T22:46:16.578046] [INFO ] [sig ] Generating forecast for: BTU [2025-10-09T22:46:16.578078] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTU' from 'https://tdm.silogroup.org/data/derivative_storage/BTU.csv'. [2025-10-09T22:46:16.582993] [WARN ] [REMOTE ] Historical data not found for symbol 'BTU' (404). [2025-10-09T22:46:16.583237] [FATAL] [sig ] BTU: No historical data fetched. [2025-10-09T22:46:16.583327] [WARN ] [sig ] [332/2211] Failed BTU after 0.0s | 4.52 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:16.583416] [INFO ] [sig ] [333/2211] Forecasting BTZ... [2025-10-09T22:46:16.583456] [INFO ] [sig ] Generating forecast for: BTZ [2025-10-09T22:46:16.583486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BTZ.csv'. [2025-10-09T22:46:16.593388] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BTZ'. [2025-10-09T22:46:16.593858] [INFO ] [FORECASTER] Starting predict_future for BTZ [2025-10-09T22:46:16.620158] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:16.621002] [DEBUG] [LOCAL ] No optimal features file found for BTZ: ./output/feature-sets/BTZ.txt [2025-10-09T22:46:16.621062] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:16.621095] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:16.621122] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:16.621178] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:16.639070] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:16.639950] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:16.640050] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:16.640085] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:16.679368] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:16.679564] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:16.679607] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:16.679636] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:16.683369] [DEBUG] [FORECASTER] BTZ: Forecast T+1@11:T+2@11: DOWN (p=19.09%) [2025-10-09T22:46:16.683732] [INFO ] [FORECASTER] Completed predict_future for BTZ [2025-10-09T22:46:16.683905] [INFO ] [sig ] BTZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:16.827681] [INFO ] [LOCAL ] Saved forecast: BTZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BTZ.txt [2025-10-09T22:46:16.827917] [WARN ] [sig ] [333/2211] Failed BTZ after 0.2s | 4.52 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:16.827994] [INFO ] [sig ] [334/2211] Forecasting BUD... [2025-10-09T22:46:16.828033] [INFO ] [sig ] Generating forecast for: BUD [2025-10-09T22:46:16.828064] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUD' from 'https://tdm.silogroup.org/data/derivative_storage/BUD.csv'. [2025-10-09T22:46:16.838427] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BUD'. [2025-10-09T22:46:16.838738] [INFO ] [FORECASTER] Starting predict_future for BUD [2025-10-09T22:46:16.864128] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:16.864886] [DEBUG] [LOCAL ] No optimal features file found for BUD: ./output/feature-sets/BUD.txt [2025-10-09T22:46:16.864940] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:16.864973] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:16.865002] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:16.865058] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:16.886455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:16.887340] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:16.887473] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:16.887582] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:16.940174] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:16.940313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:16.940353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:16.940419] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:16.943946] [DEBUG] [FORECASTER] BUD: Forecast T+1@11:T+2@11: DOWN (p=4.53%) [2025-10-09T22:46:16.944225] [INFO ] [FORECASTER] Completed predict_future for BUD [2025-10-09T22:46:16.944364] [INFO ] [sig ] BUD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:17.088466] [INFO ] [LOCAL ] Saved forecast: BUD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BUD.txt [2025-10-09T22:46:17.088807] [WARN ] [sig ] [334/2211] Failed BUD after 0.3s | 4.52 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:17.088919] [INFO ] [sig ] [335/2211] Forecasting BUI... [2025-10-09T22:46:17.088960] [INFO ] [sig ] Generating forecast for: BUI [2025-10-09T22:46:17.088991] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUI' from 'https://tdm.silogroup.org/data/derivative_storage/BUI.csv'. [2025-10-09T22:46:17.099855] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BUI'. [2025-10-09T22:46:17.100142] [INFO ] [FORECASTER] Starting predict_future for BUI [2025-10-09T22:46:17.125934] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:17.126665] [DEBUG] [LOCAL ] No optimal features file found for BUI: ./output/feature-sets/BUI.txt [2025-10-09T22:46:17.126725] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:17.126760] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:17.126788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:17.126844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:17.144341] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:17.144925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:17.145005] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:17.145039] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:17.185603] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:17.185778] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:17.185826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:17.185857] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:17.189293] [DEBUG] [FORECASTER] BUI: Forecast T+1@11:T+2@11: UP (p=99.59%) [2025-10-09T22:46:17.189571] [INFO ] [FORECASTER] Completed predict_future for BUI [2025-10-09T22:46:17.189746] [INFO ] [sig ] BUI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:17.332274] [INFO ] [LOCAL ] Saved forecast: BUI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BUI.txt [2025-10-09T22:46:17.332501] [WARN ] [sig ] [335/2211] Failed BUI after 0.2s | 4.51 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:17.332580] [INFO ] [sig ] [336/2211] Forecasting BUR... [2025-10-09T22:46:17.332618] [INFO ] [sig ] Generating forecast for: BUR [2025-10-09T22:46:17.332678] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUR' from 'https://tdm.silogroup.org/data/derivative_storage/BUR.csv'. [2025-10-09T22:46:17.343707] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BUR'. [2025-10-09T22:46:17.343992] [INFO ] [FORECASTER] Starting predict_future for BUR [2025-10-09T22:46:17.369346] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:17.370101] [DEBUG] [LOCAL ] No optimal features file found for BUR: ./output/feature-sets/BUR.txt [2025-10-09T22:46:17.370156] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:17.370189] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:17.370216] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:17.370271] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:17.387815] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:17.388355] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:17.388436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:17.388469] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:17.432751] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:17.432901] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:17.432941] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:17.432970] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:17.436375] [DEBUG] [FORECASTER] BUR: Forecast T+1@11:T+2@11: DOWN (p=41.80%) [2025-10-09T22:46:17.436674] [INFO ] [FORECASTER] Completed predict_future for BUR [2025-10-09T22:46:17.436837] [INFO ] [sig ] BUR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:17.580975] [INFO ] [LOCAL ] Saved forecast: BUR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BUR.txt [2025-10-09T22:46:17.581193] [WARN ] [sig ] [336/2211] Failed BUR after 0.2s | 4.51 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:17.581269] [INFO ] [sig ] [337/2211] Forecasting BURL... [2025-10-09T22:46:17.581308] [INFO ] [sig ] Generating forecast for: BURL [2025-10-09T22:46:17.581339] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BURL' from 'https://tdm.silogroup.org/data/derivative_storage/BURL.csv'. [2025-10-09T22:46:17.591201] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BURL'. [2025-10-09T22:46:17.591462] [INFO ] [FORECASTER] Starting predict_future for BURL [2025-10-09T22:46:17.616632] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:17.617337] [DEBUG] [LOCAL ] No optimal features file found for BURL: ./output/feature-sets/BURL.txt [2025-10-09T22:46:17.617391] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:17.617424] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:17.617452] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:17.617507] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:17.635037] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:17.635567] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:17.635672] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:17.635727] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:17.682477] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:17.682594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:17.682683] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:17.682748] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:17.686385] [DEBUG] [FORECASTER] BURL: Forecast T+1@11:T+2@11: DOWN (p=0.63%) [2025-10-09T22:46:17.686676] [INFO ] [FORECASTER] Completed predict_future for BURL [2025-10-09T22:46:17.686832] [INFO ] [sig ] BURL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:17.829007] [INFO ] [LOCAL ] Saved forecast: BURL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BURL.txt [2025-10-09T22:46:17.829236] [WARN ] [sig ] [337/2211] Failed BURL after 0.2s | 4.51 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:17.829300] [INFO ] [sig ] [338/2211] Forecasting BUXX... [2025-10-09T22:46:17.829335] [INFO ] [sig ] Generating forecast for: BUXX [2025-10-09T22:46:17.829365] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BUXX' from 'https://tdm.silogroup.org/data/derivative_storage/BUXX.csv'. [2025-10-09T22:46:17.842760] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BUXX'. [2025-10-09T22:46:17.843185] [INFO ] [FORECASTER] Starting predict_future for BUXX [2025-10-09T22:46:17.869810] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:17.870524] [DEBUG] [LOCAL ] No optimal features file found for BUXX: ./output/feature-sets/BUXX.txt [2025-10-09T22:46:17.870579] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:17.870613] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:17.870661] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:17.870746] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:17.888279] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:17.889025] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:17.889119] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:17.889153] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:17.926596] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:17.926854] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:17.926939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:17.927007] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:17.931028] [DEBUG] [FORECASTER] BUXX: Forecast T+1@11:T+2@11: UP (p=98.29%) [2025-10-09T22:46:17.931349] [INFO ] [FORECASTER] Completed predict_future for BUXX [2025-10-09T22:46:17.931507] [INFO ] [sig ] BUXX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:18.087834] [INFO ] [LOCAL ] Saved forecast: BUXX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BUXX.txt [2025-10-09T22:46:18.088077] [WARN ] [sig ] [338/2211] Failed BUXX after 0.3s | 4.51 sym/s | Total: 1.2m | ETA: 6.9m [2025-10-09T22:46:18.088156] [INFO ] [sig ] [339/2211] Forecasting BV... [2025-10-09T22:46:18.088196] [INFO ] [sig ] Generating forecast for: BV [2025-10-09T22:46:18.088228] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BV' from 'https://tdm.silogroup.org/data/derivative_storage/BV.csv'. [2025-10-09T22:46:18.100176] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BV'. [2025-10-09T22:46:18.100473] [INFO ] [FORECASTER] Starting predict_future for BV [2025-10-09T22:46:18.126557] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:18.127299] [DEBUG] [LOCAL ] No optimal features file found for BV: ./output/feature-sets/BV.txt [2025-10-09T22:46:18.127354] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:18.127388] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:18.127415] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:18.127471] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:18.144965] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:18.145537] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:18.145621] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:18.145686] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:18.179634] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:18.179736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:18.179773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:18.179801] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:18.182888] [DEBUG] [FORECASTER] BV: Forecast T+1@11:T+2@11: DOWN (p=13.71%) [2025-10-09T22:46:18.183148] [INFO ] [FORECASTER] Completed predict_future for BV [2025-10-09T22:46:18.183282] [INFO ] [sig ] BV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:18.326732] [INFO ] [LOCAL ] Saved forecast: BV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BV.txt [2025-10-09T22:46:18.326977] [WARN ] [sig ] [339/2211] Failed BV after 0.2s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:18.327067] [INFO ] [sig ] [340/2211] Forecasting BVN... [2025-10-09T22:46:18.327107] [INFO ] [sig ] Generating forecast for: BVN [2025-10-09T22:46:18.327137] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BVN' from 'https://tdm.silogroup.org/data/derivative_storage/BVN.csv'. [2025-10-09T22:46:18.338325] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BVN'. [2025-10-09T22:46:18.338676] [INFO ] [FORECASTER] Starting predict_future for BVN [2025-10-09T22:46:18.364485] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:18.365231] [DEBUG] [LOCAL ] No optimal features file found for BVN: ./output/feature-sets/BVN.txt [2025-10-09T22:46:18.365288] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:18.365323] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:18.365353] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:18.365409] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:18.382896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:18.383433] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:18.383515] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:18.383548] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:18.423604] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:18.423707] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:18.423753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:18.423782] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:18.426888] [DEBUG] [FORECASTER] BVN: Forecast T+1@11:T+2@11: UP (p=75.69%) [2025-10-09T22:46:18.427153] [INFO ] [FORECASTER] Completed predict_future for BVN [2025-10-09T22:46:18.427291] [INFO ] [sig ] BVN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:18.569441] [INFO ] [LOCAL ] Saved forecast: BVN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BVN.txt [2025-10-09T22:46:18.569696] [WARN ] [sig ] [340/2211] Failed BVN after 0.2s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:18.569778] [INFO ] [sig ] [341/2211] Forecasting BW... [2025-10-09T22:46:18.569817] [INFO ] [sig ] Generating forecast for: BW [2025-10-09T22:46:18.569848] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BW' from 'https://tdm.silogroup.org/data/derivative_storage/BW.csv'. [2025-10-09T22:46:18.580266] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BW'. [2025-10-09T22:46:18.580637] [INFO ] [FORECASTER] Starting predict_future for BW [2025-10-09T22:46:18.606390] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:18.607176] [DEBUG] [LOCAL ] No optimal features file found for BW: ./output/feature-sets/BW.txt [2025-10-09T22:46:18.607232] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:18.607321] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:18.607361] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:18.607420] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:18.625077] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:18.625638] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:18.625782] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:18.625817] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:18.671073] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:18.671263] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:18.671306] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:18.671360] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:18.675030] [DEBUG] [FORECASTER] BW: Forecast T+1@11:T+2@11: UP (p=69.45%) [2025-10-09T22:46:18.675323] [INFO ] [FORECASTER] Completed predict_future for BW [2025-10-09T22:46:18.675477] [INFO ] [sig ] BW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:18.818700] [INFO ] [LOCAL ] Saved forecast: BW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BW.txt [2025-10-09T22:46:18.818958] [WARN ] [sig ] [341/2211] Failed BW after 0.2s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:18.819037] [INFO ] [sig ] [342/2211] Forecasting BWA... [2025-10-09T22:46:18.819077] [INFO ] [sig ] Generating forecast for: BWA [2025-10-09T22:46:18.819108] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWA' from 'https://tdm.silogroup.org/data/derivative_storage/BWA.csv'. [2025-10-09T22:46:18.830505] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BWA'. [2025-10-09T22:46:18.830812] [INFO ] [FORECASTER] Starting predict_future for BWA [2025-10-09T22:46:18.856133] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:18.856893] [DEBUG] [LOCAL ] No optimal features file found for BWA: ./output/feature-sets/BWA.txt [2025-10-09T22:46:18.856953] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:18.856987] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:18.857014] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:18.857071] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:18.874460] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:18.875131] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:18.875220] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:18.875253] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:18.915539] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:18.915680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:18.915736] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:18.915768] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:18.919039] [DEBUG] [FORECASTER] BWA: Forecast T+1@11:T+2@11: UP (p=82.48%) [2025-10-09T22:46:18.919312] [INFO ] [FORECASTER] Completed predict_future for BWA [2025-10-09T22:46:18.919457] [INFO ] [sig ] BWA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:19.061570] [INFO ] [LOCAL ] Saved forecast: BWA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BWA.txt [2025-10-09T22:46:19.061843] [WARN ] [sig ] [342/2211] Failed BWA after 0.2s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:19.061928] [INFO ] [sig ] [343/2211] Forecasting BWG... [2025-10-09T22:46:19.061967] [INFO ] [sig ] Generating forecast for: BWG [2025-10-09T22:46:19.062000] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWG' from 'https://tdm.silogroup.org/data/derivative_storage/BWG.csv'. [2025-10-09T22:46:19.067074] [WARN ] [REMOTE ] Historical data not found for symbol 'BWG' (404). [2025-10-09T22:46:19.067311] [FATAL] [sig ] BWG: No historical data fetched. [2025-10-09T22:46:19.067407] [WARN ] [sig ] [343/2211] Failed BWG after 0.0s | 4.52 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:19.067476] [INFO ] [sig ] [344/2211] Forecasting BWLP... [2025-10-09T22:46:19.067516] [INFO ] [sig ] Generating forecast for: BWLP [2025-10-09T22:46:19.067546] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWLP' from 'https://tdm.silogroup.org/data/derivative_storage/BWLP.csv'. [2025-10-09T22:46:19.077903] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BWLP'. [2025-10-09T22:46:19.078176] [INFO ] [FORECASTER] Starting predict_future for BWLP [2025-10-09T22:46:19.103475] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:19.104211] [DEBUG] [LOCAL ] No optimal features file found for BWLP: ./output/feature-sets/BWLP.txt [2025-10-09T22:46:19.104269] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:19.104302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:19.104329] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:19.104384] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:19.121584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:19.122150] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:19.122233] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:19.122267] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:19.171992] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:19.172079] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:19.172119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:19.172147] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:19.175231] [DEBUG] [FORECASTER] BWLP: Forecast T+1@11:T+2@11: UP (p=99.37%) [2025-10-09T22:46:19.175489] [INFO ] [FORECASTER] Completed predict_future for BWLP [2025-10-09T22:46:19.175635] [INFO ] [sig ] BWLP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:19.321721] [INFO ] [LOCAL ] Saved forecast: BWLP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BWLP.txt [2025-10-09T22:46:19.321995] [WARN ] [sig ] [344/2211] Failed BWLP after 0.3s | 4.52 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:19.322078] [INFO ] [sig ] [345/2211] Forecasting BWMX... [2025-10-09T22:46:19.322118] [INFO ] [sig ] Generating forecast for: BWMX [2025-10-09T22:46:19.322150] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWMX' from 'https://tdm.silogroup.org/data/derivative_storage/BWMX.csv'. [2025-10-09T22:46:19.334368] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BWMX'. [2025-10-09T22:46:19.334662] [INFO ] [FORECASTER] Starting predict_future for BWMX [2025-10-09T22:46:19.360244] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:19.360975] [DEBUG] [LOCAL ] No optimal features file found for BWMX: ./output/feature-sets/BWMX.txt [2025-10-09T22:46:19.361035] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:19.361068] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:19.361095] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:19.361152] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:19.378461] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:19.379053] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:19.379138] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:19.379172] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:19.421137] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:19.421730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:19.421781] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:19.421811] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:19.425312] [DEBUG] [FORECASTER] BWMX: Forecast T+1@11:T+2@11: UP (p=97.23%) [2025-10-09T22:46:19.425586] [INFO ] [FORECASTER] Completed predict_future for BWMX [2025-10-09T22:46:19.425768] [INFO ] [sig ] BWMX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:19.569282] [INFO ] [LOCAL ] Saved forecast: BWMX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BWMX.txt [2025-10-09T22:46:19.569515] [WARN ] [sig ] [345/2211] Failed BWMX after 0.2s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:19.569621] [INFO ] [sig ] [346/2211] Forecasting BWNB... [2025-10-09T22:46:19.569702] [INFO ] [sig ] Generating forecast for: BWNB [2025-10-09T22:46:19.569746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWNB' from 'https://tdm.silogroup.org/data/derivative_storage/BWNB.csv'. [2025-10-09T22:46:19.580995] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BWNB'. [2025-10-09T22:46:19.581259] [INFO ] [FORECASTER] Starting predict_future for BWNB [2025-10-09T22:46:19.606802] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:19.607502] [DEBUG] [LOCAL ] No optimal features file found for BWNB: ./output/feature-sets/BWNB.txt [2025-10-09T22:46:19.607556] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:19.607617] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:19.607692] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:19.607764] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:19.625429] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:19.626006] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:19.626090] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:19.626123] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:19.666750] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:19.666832] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:19.666867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:19.666894] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:19.670056] [DEBUG] [FORECASTER] BWNB: Forecast T+1@11:T+2@11: UP (p=98.62%) [2025-10-09T22:46:19.670316] [INFO ] [FORECASTER] Completed predict_future for BWNB [2025-10-09T22:46:19.670455] [INFO ] [sig ] BWNB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:19.813114] [INFO ] [LOCAL ] Saved forecast: BWNB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BWNB.txt [2025-10-09T22:46:19.813367] [WARN ] [sig ] [346/2211] Failed BWNB after 0.2s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:19.813445] [INFO ] [sig ] [347/2211] Forecasting BWSN... [2025-10-09T22:46:19.813485] [INFO ] [sig ] Generating forecast for: BWSN [2025-10-09T22:46:19.813517] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWSN' from 'https://tdm.silogroup.org/data/derivative_storage/BWSN.csv'. [2025-10-09T22:46:19.825519] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BWSN'. [2025-10-09T22:46:19.825914] [INFO ] [FORECASTER] Starting predict_future for BWSN [2025-10-09T22:46:19.851391] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:19.852117] [DEBUG] [LOCAL ] No optimal features file found for BWSN: ./output/feature-sets/BWSN.txt [2025-10-09T22:46:19.852171] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:19.852204] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:19.852232] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:19.852287] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:19.869429] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:19.870063] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:19.870150] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:19.870184] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:19.911806] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:19.911998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:19.912043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:19.912100] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:19.916041] [DEBUG] [FORECASTER] BWSN: Forecast T+1@11:T+2@11: DOWN (p=4.44%) [2025-10-09T22:46:19.916396] [INFO ] [FORECASTER] Completed predict_future for BWSN [2025-10-09T22:46:19.916582] [INFO ] [sig ] BWSN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:20.072446] [INFO ] [LOCAL ] Saved forecast: BWSN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BWSN.txt [2025-10-09T22:46:20.072768] [WARN ] [sig ] [347/2211] Failed BWSN after 0.3s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:20.072856] [INFO ] [sig ] [348/2211] Forecasting BWXT... [2025-10-09T22:46:20.072897] [INFO ] [sig ] Generating forecast for: BWXT [2025-10-09T22:46:20.072931] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BWXT' from 'https://tdm.silogroup.org/data/derivative_storage/BWXT.csv'. [2025-10-09T22:46:20.084204] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BWXT'. [2025-10-09T22:46:20.084694] [INFO ] [FORECASTER] Starting predict_future for BWXT [2025-10-09T22:46:20.111524] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:20.112351] [DEBUG] [LOCAL ] No optimal features file found for BWXT: ./output/feature-sets/BWXT.txt [2025-10-09T22:46:20.112406] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:20.112440] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:20.112468] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:20.112523] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:20.129772] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:20.130305] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:20.130386] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:20.130419] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:20.182463] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:20.182579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:20.182618] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:20.182674] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:20.186178] [DEBUG] [FORECASTER] BWXT: Forecast T+1@11:T+2@11: DOWN (p=35.39%) [2025-10-09T22:46:20.186454] [INFO ] [FORECASTER] Completed predict_future for BWXT [2025-10-09T22:46:20.186595] [INFO ] [sig ] BWXT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:20.330601] [INFO ] [LOCAL ] Saved forecast: BWXT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BWXT.txt [2025-10-09T22:46:20.330835] [WARN ] [sig ] [348/2211] Failed BWXT after 0.3s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:20.330917] [INFO ] [sig ] [349/2211] Forecasting BX... [2025-10-09T22:46:20.330956] [INFO ] [sig ] Generating forecast for: BX [2025-10-09T22:46:20.331002] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BX' from 'https://tdm.silogroup.org/data/derivative_storage/BX.csv'. [2025-10-09T22:46:20.341706] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BX'. [2025-10-09T22:46:20.342000] [INFO ] [FORECASTER] Starting predict_future for BX [2025-10-09T22:46:20.367520] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:20.368271] [DEBUG] [LOCAL ] No optimal features file found for BX: ./output/feature-sets/BX.txt [2025-10-09T22:46:20.368325] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:20.368359] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:20.368385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:20.368440] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:20.386044] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:20.386607] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:20.386714] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:20.386760] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:20.431014] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:20.431153] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:20.431205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:20.431237] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:20.434512] [DEBUG] [FORECASTER] BX: Forecast T+1@11:T+2@11: DOWN (p=4.06%) [2025-10-09T22:46:20.434828] [INFO ] [FORECASTER] Completed predict_future for BX [2025-10-09T22:46:20.434969] [INFO ] [sig ] BX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:20.579248] [INFO ] [LOCAL ] Saved forecast: BX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BX.txt [2025-10-09T22:46:20.579470] [WARN ] [sig ] [349/2211] Failed BX after 0.2s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:20.579549] [INFO ] [sig ] [350/2211] Forecasting BXC... [2025-10-09T22:46:20.579589] [INFO ] [sig ] Generating forecast for: BXC [2025-10-09T22:46:20.579620] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXC' from 'https://tdm.silogroup.org/data/derivative_storage/BXC.csv'. [2025-10-09T22:46:20.591016] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BXC'. [2025-10-09T22:46:20.591315] [INFO ] [FORECASTER] Starting predict_future for BXC [2025-10-09T22:46:20.616802] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:20.617492] [DEBUG] [LOCAL ] No optimal features file found for BXC: ./output/feature-sets/BXC.txt [2025-10-09T22:46:20.617546] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:20.617610] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:20.617686] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:20.617767] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:20.634966] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:20.635521] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:20.635603] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:20.635636] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:20.675083] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:20.675173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:20.675208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:20.675235] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:20.678368] [DEBUG] [FORECASTER] BXC: Forecast T+1@11:T+2@11: UP (p=92.52%) [2025-10-09T22:46:20.678634] [INFO ] [FORECASTER] Completed predict_future for BXC [2025-10-09T22:46:20.678806] [INFO ] [sig ] BXC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:20.822201] [INFO ] [LOCAL ] Saved forecast: BXC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BXC.txt [2025-10-09T22:46:20.822395] [WARN ] [sig ] [350/2211] Failed BXC after 0.2s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:20.822471] [INFO ] [sig ] [351/2211] Forecasting BXMT... [2025-10-09T22:46:20.822510] [INFO ] [sig ] Generating forecast for: BXMT [2025-10-09T22:46:20.822542] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXMT' from 'https://tdm.silogroup.org/data/derivative_storage/BXMT.csv'. [2025-10-09T22:46:20.835955] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BXMT'. [2025-10-09T22:46:20.836563] [INFO ] [FORECASTER] Starting predict_future for BXMT [2025-10-09T22:46:20.862799] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:20.863547] [DEBUG] [LOCAL ] No optimal features file found for BXMT: ./output/feature-sets/BXMT.txt [2025-10-09T22:46:20.863604] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:20.863637] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:20.863709] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:20.863775] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:20.881112] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:20.881695] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:20.881787] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:20.881820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:20.925676] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:20.925815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:20.925854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:20.925881] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:20.929228] [DEBUG] [FORECASTER] BXMT: Forecast T+1@11:T+2@11: UP (p=75.33%) [2025-10-09T22:46:20.929521] [INFO ] [FORECASTER] Completed predict_future for BXMT [2025-10-09T22:46:20.929706] [INFO ] [sig ] BXMT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:21.074097] [INFO ] [LOCAL ] Saved forecast: BXMT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BXMT.txt [2025-10-09T22:46:21.074449] [WARN ] [sig ] [351/2211] Failed BXMT after 0.3s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:21.074535] [INFO ] [sig ] [352/2211] Forecasting BXMX... [2025-10-09T22:46:21.074575] [INFO ] [sig ] Generating forecast for: BXMX [2025-10-09T22:46:21.074607] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXMX' from 'https://tdm.silogroup.org/data/derivative_storage/BXMX.csv'. [2025-10-09T22:46:21.086445] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BXMX'. [2025-10-09T22:46:21.086863] [INFO ] [FORECASTER] Starting predict_future for BXMX [2025-10-09T22:46:21.112777] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:21.113557] [DEBUG] [LOCAL ] No optimal features file found for BXMX: ./output/feature-sets/BXMX.txt [2025-10-09T22:46:21.113613] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:21.113670] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:21.113721] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:21.113838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:21.131211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:21.131813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:21.131905] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:21.131938] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:21.173899] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:21.174055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:21.174095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:21.174123] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:21.177762] [DEBUG] [FORECASTER] BXMX: Forecast T+1@11:T+2@11: DOWN (p=20.83%) [2025-10-09T22:46:21.178057] [INFO ] [FORECASTER] Completed predict_future for BXMX [2025-10-09T22:46:21.178221] [INFO ] [sig ] BXMX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:21.321036] [INFO ] [LOCAL ] Saved forecast: BXMX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BXMX.txt [2025-10-09T22:46:21.321309] [WARN ] [sig ] [352/2211] Failed BXMX after 0.2s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:21.321402] [INFO ] [sig ] [353/2211] Forecasting BXP... [2025-10-09T22:46:21.321443] [INFO ] [sig ] Generating forecast for: BXP [2025-10-09T22:46:21.321473] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXP' from 'https://tdm.silogroup.org/data/derivative_storage/BXP.csv'. [2025-10-09T22:46:21.326855] [WARN ] [REMOTE ] Historical data not found for symbol 'BXP' (404). [2025-10-09T22:46:21.327046] [FATAL] [sig ] BXP: No historical data fetched. [2025-10-09T22:46:21.327126] [WARN ] [sig ] [353/2211] Failed BXP after 0.0s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:21.327165] [INFO ] [sig ] [354/2211] Forecasting BXSL... [2025-10-09T22:46:21.327195] [INFO ] [sig ] Generating forecast for: BXSL [2025-10-09T22:46:21.327223] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BXSL' from 'https://tdm.silogroup.org/data/derivative_storage/BXSL.csv'. [2025-10-09T22:46:21.337071] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BXSL'. [2025-10-09T22:46:21.337397] [INFO ] [FORECASTER] Starting predict_future for BXSL [2025-10-09T22:46:21.363323] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:21.364127] [DEBUG] [LOCAL ] No optimal features file found for BXSL: ./output/feature-sets/BXSL.txt [2025-10-09T22:46:21.364181] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:21.364214] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:21.364241] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:21.364296] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:21.381933] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:21.382481] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:21.382565] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:21.382597] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:21.428965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:21.429180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:21.429251] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:21.429287] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:21.432981] [DEBUG] [FORECASTER] BXSL: Forecast T+1@11:T+2@11: UP (p=91.09%) [2025-10-09T22:46:21.433277] [INFO ] [FORECASTER] Completed predict_future for BXSL [2025-10-09T22:46:21.433439] [INFO ] [sig ] BXSL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:21.584953] [INFO ] [LOCAL ] Saved forecast: BXSL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BXSL.txt [2025-10-09T22:46:21.585237] [WARN ] [sig ] [354/2211] Failed BXSL after 0.3s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:21.585320] [INFO ] [sig ] [355/2211] Forecasting BY... [2025-10-09T22:46:21.585359] [INFO ] [sig ] Generating forecast for: BY [2025-10-09T22:46:21.585390] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BY' from 'https://tdm.silogroup.org/data/derivative_storage/BY.csv'. [2025-10-09T22:46:21.596730] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BY'. [2025-10-09T22:46:21.597145] [INFO ] [FORECASTER] Starting predict_future for BY [2025-10-09T22:46:21.623591] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:21.624392] [DEBUG] [LOCAL ] No optimal features file found for BY: ./output/feature-sets/BY.txt [2025-10-09T22:46:21.624451] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:21.624486] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:21.624515] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:21.624574] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:21.643985] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:21.644788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:21.644878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:21.644913] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:21.689836] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:21.690028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:21.690072] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:21.690102] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:21.694097] [DEBUG] [FORECASTER] BY: Forecast T+1@11:T+2@11: UP (p=78.85%) [2025-10-09T22:46:21.694397] [INFO ] [FORECASTER] Completed predict_future for BY [2025-10-09T22:46:21.694554] [INFO ] [sig ] BY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:21.872107] [INFO ] [LOCAL ] Saved forecast: BY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BY.txt [2025-10-09T22:46:21.872421] [WARN ] [sig ] [355/2211] Failed BY after 0.3s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:21.872507] [INFO ] [sig ] [356/2211] Forecasting BYD... [2025-10-09T22:46:21.872547] [INFO ] [sig ] Generating forecast for: BYD [2025-10-09T22:46:21.872580] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BYD' from 'https://tdm.silogroup.org/data/derivative_storage/BYD.csv'. [2025-10-09T22:46:21.884942] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BYD'. [2025-10-09T22:46:21.885297] [INFO ] [FORECASTER] Starting predict_future for BYD [2025-10-09T22:46:21.913888] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:21.914675] [DEBUG] [LOCAL ] No optimal features file found for BYD: ./output/feature-sets/BYD.txt [2025-10-09T22:46:21.914736] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:21.914772] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:21.914800] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:21.914857] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:21.933315] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:21.934104] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:21.934213] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:21.934259] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:21.980726] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:21.980919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:21.981415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:21.981470] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:21.986032] [DEBUG] [FORECASTER] BYD: Forecast T+1@11:T+2@11: UP (p=87.39%) [2025-10-09T22:46:21.986347] [INFO ] [FORECASTER] Completed predict_future for BYD [2025-10-09T22:46:21.986503] [INFO ] [sig ] BYD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:22.140409] [INFO ] [LOCAL ] Saved forecast: BYD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/BYD.txt [2025-10-09T22:46:22.140712] [WARN ] [sig ] [356/2211] Failed BYD after 0.3s | 4.51 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:22.140804] [INFO ] [sig ] [357/2211] Forecasting BYM... [2025-10-09T22:46:22.140845] [INFO ] [sig ] Generating forecast for: BYM [2025-10-09T22:46:22.140878] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BYM' from 'https://tdm.silogroup.org/data/derivative_storage/BYM.csv'. [2025-10-09T22:46:22.152914] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BYM'. [2025-10-09T22:46:22.153315] [INFO ] [FORECASTER] Starting predict_future for BYM [2025-10-09T22:46:22.178804] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:22.179594] [DEBUG] [LOCAL ] No optimal features file found for BYM: ./output/feature-sets/BYM.txt [2025-10-09T22:46:22.179674] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:22.179726] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:22.179756] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:22.179814] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:22.197002] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:22.197537] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:22.197669] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:22.197724] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:22.235413] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:22.235517] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:22.235553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:22.235581] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:22.238864] [DEBUG] [FORECASTER] BYM: Forecast T+1@11:T+2@11: DOWN (p=27.09%) [2025-10-09T22:46:22.239134] [INFO ] [FORECASTER] Completed predict_future for BYM [2025-10-09T22:46:22.239271] [INFO ] [sig ] BYM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:22.382969] [INFO ] [LOCAL ] Saved forecast: BYM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BYM.txt [2025-10-09T22:46:22.383244] [WARN ] [sig ] [357/2211] Failed BYM after 0.2s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:22.383334] [INFO ] [sig ] [358/2211] Forecasting BZH... [2025-10-09T22:46:22.383373] [INFO ] [sig ] Generating forecast for: BZH [2025-10-09T22:46:22.383404] [DEBUG] [REMOTE ] Fetching historical data for symbol 'BZH' from 'https://tdm.silogroup.org/data/derivative_storage/BZH.csv'. [2025-10-09T22:46:22.394774] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'BZH'. [2025-10-09T22:46:22.395231] [INFO ] [FORECASTER] Starting predict_future for BZH [2025-10-09T22:46:22.423251] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:22.424129] [DEBUG] [LOCAL ] No optimal features file found for BZH: ./output/feature-sets/BZH.txt [2025-10-09T22:46:22.424183] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:22.424217] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:22.424244] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:22.424300] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:22.441814] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:22.442384] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:22.442470] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:22.442503] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:22.487807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:22.487887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:22.487923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:22.487951] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:22.491075] [DEBUG] [FORECASTER] BZH: Forecast T+1@11:T+2@11: DOWN (p=43.98%) [2025-10-09T22:46:22.491338] [INFO ] [FORECASTER] Completed predict_future for BZH [2025-10-09T22:46:22.491482] [INFO ] [sig ] BZH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:22.642579] [INFO ] [LOCAL ] Saved forecast: BZH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/BZH.txt [2025-10-09T22:46:22.642832] [WARN ] [sig ] [358/2211] Failed BZH after 0.3s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:22.642939] [INFO ] [sig ] [359/2211] Forecasting C... [2025-10-09T22:46:22.642990] [INFO ] [sig ] Generating forecast for: C [2025-10-09T22:46:22.643023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'C' from 'https://tdm.silogroup.org/data/derivative_storage/C.csv'. [2025-10-09T22:46:22.654588] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'C'. [2025-10-09T22:46:22.654948] [INFO ] [FORECASTER] Starting predict_future for C [2025-10-09T22:46:22.681637] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:22.682389] [DEBUG] [LOCAL ] No optimal features file found for C: ./output/feature-sets/C.txt [2025-10-09T22:46:22.682446] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:22.682478] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:22.682506] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:22.682562] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:22.700557] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:22.701156] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:22.701242] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:22.701277] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:22.745767] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:22.745900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:22.745951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:22.746006] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:22.749786] [DEBUG] [FORECASTER] C: Forecast T+1@11:T+2@11: UP (p=61.57%) [2025-10-09T22:46:22.750126] [INFO ] [FORECASTER] Completed predict_future for C [2025-10-09T22:46:22.750297] [INFO ] [sig ] C: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:22.903125] [INFO ] [LOCAL ] Saved forecast: C 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/C.txt [2025-10-09T22:46:22.903373] [WARN ] [sig ] [359/2211] Failed C after 0.3s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:22.903465] [INFO ] [sig ] [360/2211] Forecasting CAAP... [2025-10-09T22:46:22.903505] [INFO ] [sig ] Generating forecast for: CAAP [2025-10-09T22:46:22.903536] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAAP' from 'https://tdm.silogroup.org/data/derivative_storage/CAAP.csv'. [2025-10-09T22:46:22.915481] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CAAP'. [2025-10-09T22:46:22.915864] [INFO ] [FORECASTER] Starting predict_future for CAAP [2025-10-09T22:46:22.941743] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:22.942419] [DEBUG] [LOCAL ] No optimal features file found for CAAP: ./output/feature-sets/CAAP.txt [2025-10-09T22:46:22.942472] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:22.942505] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:22.942532] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:22.942588] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:22.960242] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:22.960903] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:22.960990] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:22.961023] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:23.005932] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:23.006023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:23.006059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:23.006088] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:23.009428] [DEBUG] [FORECASTER] CAAP: Forecast T+1@11:T+2@11: DOWN (p=14.90%) [2025-10-09T22:46:23.009746] [INFO ] [FORECASTER] Completed predict_future for CAAP [2025-10-09T22:46:23.009896] [INFO ] [sig ] CAAP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:23.161167] [INFO ] [LOCAL ] Saved forecast: CAAP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CAAP.txt [2025-10-09T22:46:23.161389] [WARN ] [sig ] [360/2211] Failed CAAP after 0.3s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:23.161467] [INFO ] [sig ] [361/2211] Forecasting CABO... [2025-10-09T22:46:23.161506] [INFO ] [sig ] Generating forecast for: CABO [2025-10-09T22:46:23.161536] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CABO' from 'https://tdm.silogroup.org/data/derivative_storage/CABO.csv'. [2025-10-09T22:46:23.171707] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CABO'. [2025-10-09T22:46:23.171989] [INFO ] [FORECASTER] Starting predict_future for CABO [2025-10-09T22:46:23.197928] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:23.198728] [DEBUG] [LOCAL ] No optimal features file found for CABO: ./output/feature-sets/CABO.txt [2025-10-09T22:46:23.198788] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:23.198822] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:23.198849] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:23.198905] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:23.216594] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:23.217188] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:23.217272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:23.217306] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:23.259940] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:23.260075] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:23.260117] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:23.260147] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:23.264539] [DEBUG] [FORECASTER] CABO: Forecast T+1@11:T+2@11: DOWN (p=19.67%) [2025-10-09T22:46:23.264999] [INFO ] [FORECASTER] Completed predict_future for CABO [2025-10-09T22:46:23.265216] [INFO ] [sig ] CABO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:23.420866] [INFO ] [LOCAL ] Saved forecast: CABO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CABO.txt [2025-10-09T22:46:23.421106] [WARN ] [sig ] [361/2211] Failed CABO after 0.3s | 4.50 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:23.421185] [INFO ] [sig ] [362/2211] Forecasting CACI... [2025-10-09T22:46:23.421229] [INFO ] [sig ] Generating forecast for: CACI [2025-10-09T22:46:23.421260] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CACI' from 'https://tdm.silogroup.org/data/derivative_storage/CACI.csv'. [2025-10-09T22:46:23.431535] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CACI'. [2025-10-09T22:46:23.431838] [INFO ] [FORECASTER] Starting predict_future for CACI [2025-10-09T22:46:23.457742] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:23.458470] [DEBUG] [LOCAL ] No optimal features file found for CACI: ./output/feature-sets/CACI.txt [2025-10-09T22:46:23.458527] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:23.458559] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:23.458586] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:23.458663] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:23.476606] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:23.477219] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:23.477302] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:23.477336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:23.520742] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:23.520898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:23.520939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:23.520970] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:23.525094] [DEBUG] [FORECASTER] CACI: Forecast T+1@11:T+2@11: UP (p=61.15%) [2025-10-09T22:46:23.525522] [INFO ] [FORECASTER] Completed predict_future for CACI [2025-10-09T22:46:23.525729] [INFO ] [sig ] CACI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:23.681775] [INFO ] [LOCAL ] Saved forecast: CACI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CACI.txt [2025-10-09T22:46:23.682075] [WARN ] [sig ] [362/2211] Failed CACI after 0.3s | 4.49 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:23.682175] [INFO ] [sig ] [363/2211] Forecasting CADE... [2025-10-09T22:46:23.682224] [INFO ] [sig ] Generating forecast for: CADE [2025-10-09T22:46:23.682263] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CADE' from 'https://tdm.silogroup.org/data/derivative_storage/CADE.csv'. [2025-10-09T22:46:23.692613] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CADE'. [2025-10-09T22:46:23.692928] [INFO ] [FORECASTER] Starting predict_future for CADE [2025-10-09T22:46:23.719540] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:23.720270] [DEBUG] [LOCAL ] No optimal features file found for CADE: ./output/feature-sets/CADE.txt [2025-10-09T22:46:23.720326] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:23.720361] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:23.720389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:23.720446] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:23.739562] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:23.740475] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:23.740568] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:23.740603] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:23.789186] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:23.789399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:23.789466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:23.789504] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:23.794414] [DEBUG] [FORECASTER] CADE: Forecast T+1@11:T+2@11: UP (p=57.57%) [2025-10-09T22:46:23.794854] [INFO ] [FORECASTER] Completed predict_future for CADE [2025-10-09T22:46:23.795040] [INFO ] [sig ] CADE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:23.962720] [INFO ] [LOCAL ] Saved forecast: CADE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CADE.txt [2025-10-09T22:46:23.963085] [WARN ] [sig ] [363/2211] Failed CADE after 0.3s | 4.49 sym/s | Total: 1.3m | ETA: 6.9m [2025-10-09T22:46:23.963178] [INFO ] [sig ] [364/2211] Forecasting CAE... [2025-10-09T22:46:23.963219] [INFO ] [sig ] Generating forecast for: CAE [2025-10-09T22:46:23.963252] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAE' from 'https://tdm.silogroup.org/data/derivative_storage/CAE.csv'. [2025-10-09T22:46:23.974708] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CAE'. [2025-10-09T22:46:23.975137] [INFO ] [FORECASTER] Starting predict_future for CAE [2025-10-09T22:46:24.002997] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:24.003945] [DEBUG] [LOCAL ] No optimal features file found for CAE: ./output/feature-sets/CAE.txt [2025-10-09T22:46:24.004003] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:24.004038] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:24.004067] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:24.004125] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:24.022412] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:24.023264] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:24.023395] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:24.023451] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:24.062441] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:24.062628] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:24.062712] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:24.062754] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:24.066603] [DEBUG] [FORECASTER] CAE: Forecast T+1@11:T+2@11: DOWN (p=1.56%) [2025-10-09T22:46:24.066927] [INFO ] [FORECASTER] Completed predict_future for CAE [2025-10-09T22:46:24.067072] [INFO ] [sig ] CAE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:24.239853] [INFO ] [LOCAL ] Saved forecast: CAE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CAE.txt [2025-10-09T22:46:24.240087] [WARN ] [sig ] [364/2211] Failed CAE after 0.3s | 4.49 sym/s | Total: 1.4m | ETA: 6.9m [2025-10-09T22:46:24.240166] [INFO ] [sig ] [365/2211] Forecasting CAF... [2025-10-09T22:46:24.240208] [INFO ] [sig ] Generating forecast for: CAF [2025-10-09T22:46:24.240239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAF' from 'https://tdm.silogroup.org/data/derivative_storage/CAF.csv'. [2025-10-09T22:46:24.244853] [WARN ] [REMOTE ] Historical data not found for symbol 'CAF' (404). [2025-10-09T22:46:24.245035] [FATAL] [sig ] CAF: No historical data fetched. [2025-10-09T22:46:24.245119] [WARN ] [sig ] [365/2211] Failed CAF after 0.0s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:24.245186] [INFO ] [sig ] [366/2211] Forecasting CAG... [2025-10-09T22:46:24.245226] [INFO ] [sig ] Generating forecast for: CAG [2025-10-09T22:46:24.245255] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAG' from 'https://tdm.silogroup.org/data/derivative_storage/CAG.csv'. [2025-10-09T22:46:24.254463] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CAG'. [2025-10-09T22:46:24.254766] [INFO ] [FORECASTER] Starting predict_future for CAG [2025-10-09T22:46:24.281263] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:24.282074] [DEBUG] [LOCAL ] No optimal features file found for CAG: ./output/feature-sets/CAG.txt [2025-10-09T22:46:24.282141] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:24.282184] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:24.282219] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:24.282291] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:24.301120] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:24.301707] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:24.301793] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:24.301828] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:24.337043] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:24.337169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:24.337216] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:24.337251] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:24.340666] [DEBUG] [FORECASTER] CAG: Forecast T+1@11:T+2@11: DOWN (p=17.19%) [2025-10-09T22:46:24.340947] [INFO ] [FORECASTER] Completed predict_future for CAG [2025-10-09T22:46:24.341079] [INFO ] [sig ] CAG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:24.497619] [INFO ] [LOCAL ] Saved forecast: CAG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CAG.txt [2025-10-09T22:46:24.497896] [WARN ] [sig ] [366/2211] Failed CAG after 0.3s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:24.497977] [INFO ] [sig ] [367/2211] Forecasting CAH... [2025-10-09T22:46:24.498016] [INFO ] [sig ] Generating forecast for: CAH [2025-10-09T22:46:24.498047] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAH' from 'https://tdm.silogroup.org/data/derivative_storage/CAH.csv'. [2025-10-09T22:46:24.508570] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CAH'. [2025-10-09T22:46:24.508889] [INFO ] [FORECASTER] Starting predict_future for CAH [2025-10-09T22:46:24.535240] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:24.536022] [DEBUG] [LOCAL ] No optimal features file found for CAH: ./output/feature-sets/CAH.txt [2025-10-09T22:46:24.536079] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:24.536114] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:24.536143] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:24.536200] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:24.555141] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:24.555777] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:24.555863] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:24.555901] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:24.589685] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:24.589834] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:24.589879] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:24.589909] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:24.594372] [DEBUG] [FORECASTER] CAH: Forecast T+1@11:T+2@11: DOWN (p=1.56%) [2025-10-09T22:46:24.594682] [INFO ] [FORECASTER] Completed predict_future for CAH [2025-10-09T22:46:24.594841] [INFO ] [sig ] CAH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:24.755963] [INFO ] [LOCAL ] Saved forecast: CAH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CAH.txt [2025-10-09T22:46:24.756282] [WARN ] [sig ] [367/2211] Failed CAH after 0.3s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:24.756367] [INFO ] [sig ] [368/2211] Forecasting CAL... [2025-10-09T22:46:24.756407] [INFO ] [sig ] Generating forecast for: CAL [2025-10-09T22:46:24.756438] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAL' from 'https://tdm.silogroup.org/data/derivative_storage/CAL.csv'. [2025-10-09T22:46:24.770605] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CAL'. [2025-10-09T22:46:24.771150] [INFO ] [FORECASTER] Starting predict_future for CAL [2025-10-09T22:46:24.798834] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:24.799708] [DEBUG] [LOCAL ] No optimal features file found for CAL: ./output/feature-sets/CAL.txt [2025-10-09T22:46:24.799768] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:24.799806] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:24.799836] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:24.799896] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:24.818146] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:24.819162] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:24.819259] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:24.819297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:24.857872] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:24.858063] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:24.858107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:24.858135] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:24.861847] [DEBUG] [FORECASTER] CAL: Forecast T+1@11:T+2@11: UP (p=50.69%) [2025-10-09T22:46:24.862143] [INFO ] [FORECASTER] Completed predict_future for CAL [2025-10-09T22:46:24.862286] [INFO ] [sig ] CAL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:25.008407] [INFO ] [LOCAL ] Saved forecast: CAL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CAL.txt [2025-10-09T22:46:25.008600] [WARN ] [sig ] [368/2211] Failed CAL after 0.3s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:25.008697] [INFO ] [sig ] [369/2211] Forecasting CALX... [2025-10-09T22:46:25.008740] [INFO ] [sig ] Generating forecast for: CALX [2025-10-09T22:46:25.008772] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CALX' from 'https://tdm.silogroup.org/data/derivative_storage/CALX.csv'. [2025-10-09T22:46:25.018581] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CALX'. [2025-10-09T22:46:25.018872] [INFO ] [FORECASTER] Starting predict_future for CALX [2025-10-09T22:46:25.044267] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:25.044988] [DEBUG] [LOCAL ] No optimal features file found for CALX: ./output/feature-sets/CALX.txt [2025-10-09T22:46:25.045044] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:25.045077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:25.045104] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:25.045160] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:25.062745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:25.063294] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:25.063394] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:25.063457] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:25.100045] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:25.100137] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:25.100174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:25.100205] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:25.103676] [DEBUG] [FORECASTER] CALX: Forecast T+1@11:T+2@11: UP (p=72.51%) [2025-10-09T22:46:25.103955] [INFO ] [FORECASTER] Completed predict_future for CALX [2025-10-09T22:46:25.104098] [INFO ] [sig ] CALX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:25.249586] [INFO ] [LOCAL ] Saved forecast: CALX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CALX.txt [2025-10-09T22:46:25.249843] [WARN ] [sig ] [369/2211] Failed CALX after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:25.249928] [INFO ] [sig ] [370/2211] Forecasting CANG... [2025-10-09T22:46:25.249969] [INFO ] [sig ] Generating forecast for: CANG [2025-10-09T22:46:25.250002] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CANG' from 'https://tdm.silogroup.org/data/derivative_storage/CANG.csv'. [2025-10-09T22:46:25.260132] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CANG'. [2025-10-09T22:46:25.260429] [INFO ] [FORECASTER] Starting predict_future for CANG [2025-10-09T22:46:25.285715] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:25.286442] [DEBUG] [LOCAL ] No optimal features file found for CANG: ./output/feature-sets/CANG.txt [2025-10-09T22:46:25.286500] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:25.286534] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:25.286561] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:25.286617] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:25.304437] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:25.305135] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:25.305249] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:25.305284] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:25.339381] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:25.339468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:25.339503] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:25.339531] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:25.342614] [DEBUG] [FORECASTER] CANG: Forecast T+1@11:T+2@11: DOWN (p=23.40%) [2025-10-09T22:46:25.342907] [INFO ] [FORECASTER] Completed predict_future for CANG [2025-10-09T22:46:25.343049] [INFO ] [sig ] CANG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:25.509067] [INFO ] [LOCAL ] Saved forecast: CANG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CANG.txt [2025-10-09T22:46:25.509689] [WARN ] [sig ] [370/2211] Failed CANG after 0.3s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:25.509808] [INFO ] [sig ] [371/2211] Forecasting CAPL... [2025-10-09T22:46:25.509863] [INFO ] [sig ] Generating forecast for: CAPL [2025-10-09T22:46:25.509903] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAPL' from 'https://tdm.silogroup.org/data/derivative_storage/CAPL.csv'. [2025-10-09T22:46:25.523137] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CAPL'. [2025-10-09T22:46:25.523516] [INFO ] [FORECASTER] Starting predict_future for CAPL [2025-10-09T22:46:25.550235] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:25.551020] [DEBUG] [LOCAL ] No optimal features file found for CAPL: ./output/feature-sets/CAPL.txt [2025-10-09T22:46:25.551075] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:25.551109] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:25.551137] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:25.551194] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:25.568708] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:25.569281] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:25.569382] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:25.569435] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:25.594457] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:25.594540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:25.594576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:25.594604] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:25.597729] [DEBUG] [FORECASTER] CAPL: Forecast T+1@11:T+2@11: UP (p=81.18%) [2025-10-09T22:46:25.598025] [INFO ] [FORECASTER] Completed predict_future for CAPL [2025-10-09T22:46:25.598157] [INFO ] [sig ] CAPL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:25.743470] [INFO ] [LOCAL ] Saved forecast: CAPL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CAPL.txt [2025-10-09T22:46:25.743712] [WARN ] [sig ] [371/2211] Failed CAPL after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:25.743793] [INFO ] [sig ] [372/2211] Forecasting CARR... [2025-10-09T22:46:25.743843] [INFO ] [sig ] Generating forecast for: CARR [2025-10-09T22:46:25.743878] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CARR' from 'https://tdm.silogroup.org/data/derivative_storage/CARR.csv'. [2025-10-09T22:46:25.753588] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CARR'. [2025-10-09T22:46:25.754003] [INFO ] [FORECASTER] Starting predict_future for CARR [2025-10-09T22:46:25.779846] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:25.780584] [DEBUG] [LOCAL ] No optimal features file found for CARR: ./output/feature-sets/CARR.txt [2025-10-09T22:46:25.780661] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:25.780719] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:25.780751] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:25.780809] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:25.798730] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:25.799356] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:25.799439] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:25.799473] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:25.823735] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:25.823822] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:25.823857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:25.823885] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:25.826960] [DEBUG] [FORECASTER] CARR: Forecast T+1@11:T+2@11: DOWN (p=3.34%) [2025-10-09T22:46:25.827223] [INFO ] [FORECASTER] Completed predict_future for CARR [2025-10-09T22:46:25.827345] [INFO ] [sig ] CARR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:25.981216] [INFO ] [LOCAL ] Saved forecast: CARR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CARR.txt [2025-10-09T22:46:25.981502] [WARN ] [sig ] [372/2211] Failed CARR after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:25.981584] [INFO ] [sig ] [373/2211] Forecasting CARS... [2025-10-09T22:46:25.981624] [INFO ] [sig ] Generating forecast for: CARS [2025-10-09T22:46:25.981689] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CARS' from 'https://tdm.silogroup.org/data/derivative_storage/CARS.csv'. [2025-10-09T22:46:25.992171] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CARS'. [2025-10-09T22:46:25.992501] [INFO ] [FORECASTER] Starting predict_future for CARS [2025-10-09T22:46:26.018165] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:26.018928] [DEBUG] [LOCAL ] No optimal features file found for CARS: ./output/feature-sets/CARS.txt [2025-10-09T22:46:26.018983] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:26.019017] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:26.019044] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:26.019099] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:26.039502] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:26.040182] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:26.040273] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:26.040308] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:26.075071] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:26.075178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:26.075218] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:26.075247] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:26.079139] [DEBUG] [FORECASTER] CARS: Forecast T+1@11:T+2@11: UP (p=90.07%) [2025-10-09T22:46:26.079448] [INFO ] [FORECASTER] Completed predict_future for CARS [2025-10-09T22:46:26.079601] [INFO ] [sig ] CARS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:26.224036] [INFO ] [LOCAL ] Saved forecast: CARS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CARS.txt [2025-10-09T22:46:26.224277] [WARN ] [sig ] [373/2211] Failed CARS after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:26.224355] [INFO ] [sig ] [374/2211] Forecasting CAT... [2025-10-09T22:46:26.224394] [INFO ] [sig ] Generating forecast for: CAT [2025-10-09T22:46:26.224426] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAT' from 'https://tdm.silogroup.org/data/derivative_storage/CAT.csv'. [2025-10-09T22:46:26.234635] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CAT'. [2025-10-09T22:46:26.235133] [INFO ] [FORECASTER] Starting predict_future for CAT [2025-10-09T22:46:26.263225] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:26.264105] [DEBUG] [LOCAL ] No optimal features file found for CAT: ./output/feature-sets/CAT.txt [2025-10-09T22:46:26.264167] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:26.264202] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:26.264231] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:26.264291] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:26.283492] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:26.284153] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:26.284240] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:26.284339] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:26.320716] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:26.320836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:26.320876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:26.320907] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:26.324273] [DEBUG] [FORECASTER] CAT: Forecast T+1@11:T+2@11: DOWN (p=25.84%) [2025-10-09T22:46:26.324556] [INFO ] [FORECASTER] Completed predict_future for CAT [2025-10-09T22:46:26.324731] [INFO ] [sig ] CAT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:26.472396] [INFO ] [LOCAL ] Saved forecast: CAT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CAT.txt [2025-10-09T22:46:26.472638] [WARN ] [sig ] [374/2211] Failed CAT after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:26.472739] [INFO ] [sig ] [375/2211] Forecasting CATO... [2025-10-09T22:46:26.472780] [INFO ] [sig ] Generating forecast for: CATO [2025-10-09T22:46:26.472811] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CATO' from 'https://tdm.silogroup.org/data/derivative_storage/CATO.csv'. [2025-10-09T22:46:26.483041] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CATO'. [2025-10-09T22:46:26.483363] [INFO ] [FORECASTER] Starting predict_future for CATO [2025-10-09T22:46:26.509589] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:26.510363] [DEBUG] [LOCAL ] No optimal features file found for CATO: ./output/feature-sets/CATO.txt [2025-10-09T22:46:26.510420] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:26.510455] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:26.510484] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:26.510541] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:26.528927] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:26.529528] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:26.529613] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:26.529675] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:26.581212] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:26.581340] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:26.581381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:26.581411] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:26.584904] [DEBUG] [FORECASTER] CATO: Forecast T+1@11:T+2@11: DOWN (p=20.67%) [2025-10-09T22:46:26.585190] [INFO ] [FORECASTER] Completed predict_future for CATO [2025-10-09T22:46:26.585339] [INFO ] [sig ] CATO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:26.732075] [INFO ] [LOCAL ] Saved forecast: CATO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CATO.txt [2025-10-09T22:46:26.732315] [WARN ] [sig ] [375/2211] Failed CATO after 0.3s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:26.732397] [INFO ] [sig ] [376/2211] Forecasting CAVA... [2025-10-09T22:46:26.732441] [INFO ] [sig ] Generating forecast for: CAVA [2025-10-09T22:46:26.732517] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CAVA' from 'https://tdm.silogroup.org/data/derivative_storage/CAVA.csv'. [2025-10-09T22:46:26.737247] [WARN ] [REMOTE ] Historical data not found for symbol 'CAVA' (404). [2025-10-09T22:46:26.737430] [FATAL] [sig ] CAVA: No historical data fetched. [2025-10-09T22:46:26.737517] [WARN ] [sig ] [376/2211] Failed CAVA after 0.0s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:26.737616] [INFO ] [sig ] [377/2211] Forecasting CB... [2025-10-09T22:46:26.737701] [INFO ] [sig ] Generating forecast for: CB [2025-10-09T22:46:26.737746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CB' from 'https://tdm.silogroup.org/data/derivative_storage/CB.csv'. [2025-10-09T22:46:26.747208] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CB'. [2025-10-09T22:46:26.747698] [INFO ] [FORECASTER] Starting predict_future for CB [2025-10-09T22:46:26.773172] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:26.773976] [DEBUG] [LOCAL ] No optimal features file found for CB: ./output/feature-sets/CB.txt [2025-10-09T22:46:26.774031] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:26.774064] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:26.774091] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:26.774147] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:26.792133] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:26.792719] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:26.792806] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:26.792841] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:26.830459] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:26.830581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:26.830620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:26.830683] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:26.834251] [DEBUG] [FORECASTER] CB: Forecast T+1@11:T+2@11: UP (p=98.91%) [2025-10-09T22:46:26.834534] [INFO ] [FORECASTER] Completed predict_future for CB [2025-10-09T22:46:26.834706] [INFO ] [sig ] CB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:26.980206] [INFO ] [LOCAL ] Saved forecast: CB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CB.txt [2025-10-09T22:46:26.980452] [WARN ] [sig ] [377/2211] Failed CB after 0.2s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:26.980541] [INFO ] [sig ] [378/2211] Forecasting CBAN... [2025-10-09T22:46:26.980582] [INFO ] [sig ] Generating forecast for: CBAN [2025-10-09T22:46:26.980613] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBAN' from 'https://tdm.silogroup.org/data/derivative_storage/CBAN.csv'. [2025-10-09T22:46:26.990512] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CBAN'. [2025-10-09T22:46:26.990822] [INFO ] [FORECASTER] Starting predict_future for CBAN [2025-10-09T22:46:27.016122] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:27.016840] [DEBUG] [LOCAL ] No optimal features file found for CBAN: ./output/feature-sets/CBAN.txt [2025-10-09T22:46:27.016895] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:27.016929] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:27.016956] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:27.017011] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:27.035328] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:27.035931] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:27.036016] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:27.036051] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:27.071203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:27.071303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:27.071338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:27.071366] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:27.074719] [DEBUG] [FORECASTER] CBAN: Forecast T+1@11:T+2@11: DOWN (p=17.49%) [2025-10-09T22:46:27.075091] [INFO ] [FORECASTER] Completed predict_future for CBAN [2025-10-09T22:46:27.075230] [INFO ] [sig ] CBAN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:27.222350] [INFO ] [LOCAL ] Saved forecast: CBAN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CBAN.txt [2025-10-09T22:46:27.222595] [WARN ] [sig ] [378/2211] Failed CBAN after 0.2s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:27.222699] [INFO ] [sig ] [379/2211] Forecasting CBL... [2025-10-09T22:46:27.222744] [INFO ] [sig ] Generating forecast for: CBL [2025-10-09T22:46:27.222775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBL' from 'https://tdm.silogroup.org/data/derivative_storage/CBL.csv'. [2025-10-09T22:46:27.236321] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CBL'. [2025-10-09T22:46:27.236822] [INFO ] [FORECASTER] Starting predict_future for CBL [2025-10-09T22:46:27.264918] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:27.265763] [DEBUG] [LOCAL ] No optimal features file found for CBL: ./output/feature-sets/CBL.txt [2025-10-09T22:46:27.265828] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:27.265865] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:27.265895] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:27.265956] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:27.284130] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:27.284938] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:27.285037] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:27.285072] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:27.331241] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:27.331378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:27.331419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:27.331448] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:27.335020] [DEBUG] [FORECASTER] CBL: Forecast T+1@11:T+2@11: UP (p=75.86%) [2025-10-09T22:46:27.335316] [INFO ] [FORECASTER] Completed predict_future for CBL [2025-10-09T22:46:27.335470] [INFO ] [sig ] CBL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:27.483297] [INFO ] [LOCAL ] Saved forecast: CBL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CBL.txt [2025-10-09T22:46:27.484027] [WARN ] [sig ] [379/2211] Failed CBL after 0.3s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:27.484125] [INFO ] [sig ] [380/2211] Forecasting CBNA... [2025-10-09T22:46:27.484166] [INFO ] [sig ] Generating forecast for: CBNA [2025-10-09T22:46:27.484199] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBNA' from 'https://tdm.silogroup.org/data/derivative_storage/CBNA.csv'. [2025-10-09T22:46:27.494923] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CBNA'. [2025-10-09T22:46:27.495276] [INFO ] [FORECASTER] Starting predict_future for CBNA [2025-10-09T22:46:27.521462] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:27.522224] [DEBUG] [LOCAL ] No optimal features file found for CBNA: ./output/feature-sets/CBNA.txt [2025-10-09T22:46:27.522280] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:27.522314] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:27.522342] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:27.522399] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:27.539868] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:27.540441] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:27.540530] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:27.540563] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:27.573885] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:27.573995] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:27.574033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:27.574060] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:27.577344] [DEBUG] [FORECASTER] CBNA: Forecast T+1@11:T+2@11: UP (p=97.25%) [2025-10-09T22:46:27.577701] [INFO ] [FORECASTER] Completed predict_future for CBNA [2025-10-09T22:46:27.577858] [INFO ] [sig ] CBNA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:27.733755] [INFO ] [LOCAL ] Saved forecast: CBNA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CBNA.txt [2025-10-09T22:46:27.734102] [WARN ] [sig ] [380/2211] Failed CBNA after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:27.734190] [INFO ] [sig ] [381/2211] Forecasting CBRE... [2025-10-09T22:46:27.734230] [INFO ] [sig ] Generating forecast for: CBRE [2025-10-09T22:46:27.734263] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBRE' from 'https://tdm.silogroup.org/data/derivative_storage/CBRE.csv'. [2025-10-09T22:46:27.745160] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CBRE'. [2025-10-09T22:46:27.745503] [INFO ] [FORECASTER] Starting predict_future for CBRE [2025-10-09T22:46:27.774708] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:27.775422] [DEBUG] [LOCAL ] No optimal features file found for CBRE: ./output/feature-sets/CBRE.txt [2025-10-09T22:46:27.775479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:27.775514] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:27.775542] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:27.775601] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:27.798255] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:27.798941] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:27.799029] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:27.799064] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:27.838343] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:27.838457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:27.838495] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:27.838524] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:27.842245] [DEBUG] [FORECASTER] CBRE: Forecast T+1@11:T+2@11: UP (p=92.75%) [2025-10-09T22:46:27.842722] [INFO ] [FORECASTER] Completed predict_future for CBRE [2025-10-09T22:46:27.842898] [INFO ] [sig ] CBRE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:27.995381] [INFO ] [LOCAL ] Saved forecast: CBRE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CBRE.txt [2025-10-09T22:46:27.995676] [WARN ] [sig ] [381/2211] Failed CBRE after 0.3s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:27.995760] [INFO ] [sig ] [382/2211] Forecasting CBT... [2025-10-09T22:46:27.995798] [INFO ] [sig ] Generating forecast for: CBT [2025-10-09T22:46:27.995830] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBT' from 'https://tdm.silogroup.org/data/derivative_storage/CBT.csv'. [2025-10-09T22:46:28.008175] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CBT'. [2025-10-09T22:46:28.008883] [INFO ] [FORECASTER] Starting predict_future for CBT [2025-10-09T22:46:28.035866] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:28.036777] [DEBUG] [LOCAL ] No optimal features file found for CBT: ./output/feature-sets/CBT.txt [2025-10-09T22:46:28.036840] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:28.036876] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:28.036905] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:28.036964] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:28.055207] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:28.055863] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:28.055972] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:28.056019] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:28.095780] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:28.095950] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:28.095994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:28.096023] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:28.099754] [DEBUG] [FORECASTER] CBT: Forecast T+1@11:T+2@11: DOWN (p=28.08%) [2025-10-09T22:46:28.100064] [INFO ] [FORECASTER] Completed predict_future for CBT [2025-10-09T22:46:28.100225] [INFO ] [sig ] CBT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:28.245149] [INFO ] [LOCAL ] Saved forecast: CBT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CBT.txt [2025-10-09T22:46:28.245461] [WARN ] [sig ] [382/2211] Failed CBT after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:28.245545] [INFO ] [sig ] [383/2211] Forecasting CBU... [2025-10-09T22:46:28.245585] [INFO ] [sig ] Generating forecast for: CBU [2025-10-09T22:46:28.245616] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBU' from 'https://tdm.silogroup.org/data/derivative_storage/CBU.csv'. [2025-10-09T22:46:28.256154] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CBU'. [2025-10-09T22:46:28.256479] [INFO ] [FORECASTER] Starting predict_future for CBU [2025-10-09T22:46:28.282171] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:28.282966] [DEBUG] [LOCAL ] No optimal features file found for CBU: ./output/feature-sets/CBU.txt [2025-10-09T22:46:28.283030] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:28.283064] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:28.283092] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:28.283148] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:28.300561] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:28.301179] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:28.301268] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:28.301303] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:28.336704] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:28.336864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:28.336906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:28.336934] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:28.340384] [DEBUG] [FORECASTER] CBU: Forecast T+1@11:T+2@11: DOWN (p=19.50%) [2025-10-09T22:46:28.340691] [INFO ] [FORECASTER] Completed predict_future for CBU [2025-10-09T22:46:28.340849] [INFO ] [sig ] CBU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:28.483347] [INFO ] [LOCAL ] Saved forecast: CBU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CBU.txt [2025-10-09T22:46:28.483617] [WARN ] [sig ] [383/2211] Failed CBU after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:28.483720] [INFO ] [sig ] [384/2211] Forecasting CBZ... [2025-10-09T22:46:28.483759] [INFO ] [sig ] Generating forecast for: CBZ [2025-10-09T22:46:28.483791] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CBZ' from 'https://tdm.silogroup.org/data/derivative_storage/CBZ.csv'. [2025-10-09T22:46:28.488639] [WARN ] [REMOTE ] Historical data not found for symbol 'CBZ' (404). [2025-10-09T22:46:28.488982] [FATAL] [sig ] CBZ: No historical data fetched. [2025-10-09T22:46:28.489070] [WARN ] [sig ] [384/2211] Failed CBZ after 0.0s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:28.489135] [INFO ] [sig ] [385/2211] Forecasting CC... [2025-10-09T22:46:28.489174] [INFO ] [sig ] Generating forecast for: CC [2025-10-09T22:46:28.489204] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CC' from 'https://tdm.silogroup.org/data/derivative_storage/CC.csv'. [2025-10-09T22:46:28.497950] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CC'. [2025-10-09T22:46:28.498253] [INFO ] [FORECASTER] Starting predict_future for CC [2025-10-09T22:46:28.523591] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:28.524380] [DEBUG] [LOCAL ] No optimal features file found for CC: ./output/feature-sets/CC.txt [2025-10-09T22:46:28.524435] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:28.524467] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:28.524494] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:28.524549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:28.542118] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:28.543001] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:28.543093] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:28.543126] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:28.584293] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:28.584492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:28.584536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:28.584566] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:28.588285] [DEBUG] [FORECASTER] CC: Forecast T+1@11:T+2@11: UP (p=61.13%) [2025-10-09T22:46:28.588772] [INFO ] [FORECASTER] Completed predict_future for CC [2025-10-09T22:46:28.588988] [INFO ] [sig ] CC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:28.738205] [INFO ] [LOCAL ] Saved forecast: CC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CC.txt [2025-10-09T22:46:28.738497] [WARN ] [sig ] [385/2211] Failed CC after 0.2s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:28.738587] [INFO ] [sig ] [386/2211] Forecasting CCI... [2025-10-09T22:46:28.738626] [INFO ] [sig ] Generating forecast for: CCI [2025-10-09T22:46:28.738711] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCI' from 'https://tdm.silogroup.org/data/derivative_storage/CCI.csv'. [2025-10-09T22:46:28.749108] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCI'. [2025-10-09T22:46:28.749393] [INFO ] [FORECASTER] Starting predict_future for CCI [2025-10-09T22:46:28.776079] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:28.776913] [DEBUG] [LOCAL ] No optimal features file found for CCI: ./output/feature-sets/CCI.txt [2025-10-09T22:46:28.776974] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:28.777011] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:28.777039] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:28.777098] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:28.795206] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:28.795900] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:28.795998] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:28.796034] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:28.833233] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:28.833375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:28.833416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:28.833446] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:28.836946] [DEBUG] [FORECASTER] CCI: Forecast T+1@11:T+2@11: UP (p=98.11%) [2025-10-09T22:46:28.837237] [INFO ] [FORECASTER] Completed predict_future for CCI [2025-10-09T22:46:28.837382] [INFO ] [sig ] CCI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:28.985704] [INFO ] [LOCAL ] Saved forecast: CCI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CCI.txt [2025-10-09T22:46:28.985986] [WARN ] [sig ] [386/2211] Failed CCI after 0.2s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:28.986071] [INFO ] [sig ] [387/2211] Forecasting CCIF... [2025-10-09T22:46:28.986111] [INFO ] [sig ] Generating forecast for: CCIF [2025-10-09T22:46:28.986142] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCIF' from 'https://tdm.silogroup.org/data/derivative_storage/CCIF.csv'. [2025-10-09T22:46:29.000844] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCIF'. [2025-10-09T22:46:29.001238] [INFO ] [FORECASTER] Starting predict_future for CCIF [2025-10-09T22:46:29.028035] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:29.028807] [DEBUG] [LOCAL ] No optimal features file found for CCIF: ./output/feature-sets/CCIF.txt [2025-10-09T22:46:29.028864] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:29.028900] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:29.028930] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:29.028987] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:29.047039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:29.047787] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:29.047881] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:29.047917] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:29.081734] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:29.081902] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:29.081942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:29.081970] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:29.085346] [DEBUG] [FORECASTER] CCIF: Forecast T+1@11:T+2@11: DOWN (p=2.79%) [2025-10-09T22:46:29.085622] [INFO ] [FORECASTER] Completed predict_future for CCIF [2025-10-09T22:46:29.085799] [INFO ] [sig ] CCIF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:29.229387] [INFO ] [LOCAL ] Saved forecast: CCIF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CCIF.txt [2025-10-09T22:46:29.229625] [WARN ] [sig ] [387/2211] Failed CCIF after 0.2s | 4.50 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:29.229722] [INFO ] [sig ] [388/2211] Forecasting CCJ... [2025-10-09T22:46:29.229761] [INFO ] [sig ] Generating forecast for: CCJ [2025-10-09T22:46:29.229793] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCJ' from 'https://tdm.silogroup.org/data/derivative_storage/CCJ.csv'. [2025-10-09T22:46:29.240516] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCJ'. [2025-10-09T22:46:29.240835] [INFO ] [FORECASTER] Starting predict_future for CCJ [2025-10-09T22:46:29.266318] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:29.267127] [DEBUG] [LOCAL ] No optimal features file found for CCJ: ./output/feature-sets/CCJ.txt [2025-10-09T22:46:29.267181] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:29.267213] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:29.267241] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:29.267297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:29.284583] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:29.285149] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:29.285232] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:29.285264] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:29.323170] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:29.323300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:29.323338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:29.323366] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:29.326728] [DEBUG] [FORECASTER] CCJ: Forecast T+1@11:T+2@11: DOWN (p=9.99%) [2025-10-09T22:46:29.327003] [INFO ] [FORECASTER] Completed predict_future for CCJ [2025-10-09T22:46:29.327142] [INFO ] [sig ] CCJ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:29.471612] [INFO ] [LOCAL ] Saved forecast: CCJ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CCJ.txt [2025-10-09T22:46:29.471875] [WARN ] [sig ] [388/2211] Failed CCJ after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:29.471953] [INFO ] [sig ] [389/2211] Forecasting CCK... [2025-10-09T22:46:29.471994] [INFO ] [sig ] Generating forecast for: CCK [2025-10-09T22:46:29.472026] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCK' from 'https://tdm.silogroup.org/data/derivative_storage/CCK.csv'. [2025-10-09T22:46:29.482097] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCK'. [2025-10-09T22:46:29.482370] [INFO ] [FORECASTER] Starting predict_future for CCK [2025-10-09T22:46:29.507943] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:29.508794] [DEBUG] [LOCAL ] No optimal features file found for CCK: ./output/feature-sets/CCK.txt [2025-10-09T22:46:29.508850] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:29.508885] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:29.508912] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:29.508970] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:29.527192] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:29.527985] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:29.528076] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:29.528111] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:29.571820] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:29.571990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:29.572032] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:29.572061] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:29.576089] [DEBUG] [FORECASTER] CCK: Forecast T+1@11:T+2@11: UP (p=50.77%) [2025-10-09T22:46:29.576379] [INFO ] [FORECASTER] Completed predict_future for CCK [2025-10-09T22:46:29.576518] [INFO ] [sig ] CCK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:29.721550] [INFO ] [LOCAL ] Saved forecast: CCK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CCK.txt [2025-10-09T22:46:29.721855] [WARN ] [sig ] [389/2211] Failed CCK after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:29.721944] [INFO ] [sig ] [390/2211] Forecasting CCL... [2025-10-09T22:46:29.721983] [INFO ] [sig ] Generating forecast for: CCL [2025-10-09T22:46:29.722014] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCL' from 'https://tdm.silogroup.org/data/derivative_storage/CCL.csv'. [2025-10-09T22:46:29.731749] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCL'. [2025-10-09T22:46:29.732041] [INFO ] [FORECASTER] Starting predict_future for CCL [2025-10-09T22:46:29.758268] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:29.759088] [DEBUG] [LOCAL ] No optimal features file found for CCL: ./output/feature-sets/CCL.txt [2025-10-09T22:46:29.759144] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:29.759180] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:29.759208] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:29.759267] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:29.777562] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:29.778241] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:29.778328] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:29.778363] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:29.817812] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:29.817931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:29.817972] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:29.818002] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:29.821353] [DEBUG] [FORECASTER] CCL: Forecast T+1@11:T+2@11: DOWN (p=11.87%) [2025-10-09T22:46:29.821663] [INFO ] [FORECASTER] Completed predict_future for CCL [2025-10-09T22:46:29.821838] [INFO ] [sig ] CCL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:29.969858] [INFO ] [LOCAL ] Saved forecast: CCL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CCL.txt [2025-10-09T22:46:29.970120] [WARN ] [sig ] [390/2211] Failed CCL after 0.2s | 4.49 sym/s | Total: 1.4m | ETA: 6.8m [2025-10-09T22:46:29.970203] [INFO ] [sig ] [391/2211] Forecasting CCO... [2025-10-09T22:46:29.970253] [INFO ] [sig ] Generating forecast for: CCO [2025-10-09T22:46:29.970287] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCO' from 'https://tdm.silogroup.org/data/derivative_storage/CCO.csv'. [2025-10-09T22:46:29.981777] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCO'. [2025-10-09T22:46:29.982129] [INFO ] [FORECASTER] Starting predict_future for CCO [2025-10-09T22:46:30.008138] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:30.009026] [DEBUG] [LOCAL ] No optimal features file found for CCO: ./output/feature-sets/CCO.txt [2025-10-09T22:46:30.009085] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:30.009121] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:30.009149] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:30.009206] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:30.027348] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:30.027983] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:30.028070] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:30.028103] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:30.063324] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:30.063416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:30.063453] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:30.063481] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:30.066743] [DEBUG] [FORECASTER] CCO: Forecast T+1@11:T+2@11: UP (p=90.25%) [2025-10-09T22:46:30.067014] [INFO ] [FORECASTER] Completed predict_future for CCO [2025-10-09T22:46:30.067147] [INFO ] [sig ] CCO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:30.215033] [INFO ] [LOCAL ] Saved forecast: CCO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CCO.txt [2025-10-09T22:46:30.215301] [WARN ] [sig ] [391/2211] Failed CCO after 0.2s | 4.49 sym/s | Total: 1.5m | ETA: 6.8m [2025-10-09T22:46:30.215380] [INFO ] [sig ] [392/2211] Forecasting CCRD... [2025-10-09T22:46:30.215420] [INFO ] [sig ] Generating forecast for: CCRD [2025-10-09T22:46:30.215453] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCRD' from 'https://tdm.silogroup.org/data/derivative_storage/CCRD.csv'. [2025-10-09T22:46:30.225508] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'CCRD'. [2025-10-09T22:46:30.225828] [INFO ] [FORECASTER] Starting predict_future for CCRD [2025-10-09T22:46:30.252496] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:30.253249] [DEBUG] [LOCAL ] No optimal features file found for CCRD: ./output/feature-sets/CCRD.txt [2025-10-09T22:46:30.253308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:30.253344] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:30.253374] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:30.253432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:30.271804] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:30.272356] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:30.272440] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:30.272475] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:30.307435] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:30.307542] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:30.307609] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:30.307688] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:30.311044] [DEBUG] [FORECASTER] CCRD: Forecast T+1@11:T+2@11: UP (p=64.26%) [2025-10-09T22:46:30.311321] [INFO ] [FORECASTER] Completed predict_future for CCRD [2025-10-09T22:46:30.311452] [INFO ] [sig ] CCRD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:30.461598] [INFO ] [LOCAL ] Saved forecast: CCRD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CCRD.txt [2025-10-09T22:46:30.461844] [WARN ] [sig ] [392/2211] Failed CCRD after 0.2s | 4.49 sym/s | Total: 1.5m | ETA: 6.8m [2025-10-09T22:46:30.461925] [INFO ] [sig ] [393/2211] Forecasting CCS... [2025-10-09T22:46:30.461964] [INFO ] [sig ] Generating forecast for: CCS [2025-10-09T22:46:30.461995] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCS' from 'https://tdm.silogroup.org/data/derivative_storage/CCS.csv'. [2025-10-09T22:46:30.472252] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCS'. [2025-10-09T22:46:30.472536] [INFO ] [FORECASTER] Starting predict_future for CCS [2025-10-09T22:46:30.498082] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:30.498853] [DEBUG] [LOCAL ] No optimal features file found for CCS: ./output/feature-sets/CCS.txt [2025-10-09T22:46:30.498946] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:30.498987] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:30.499016] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:30.499072] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:30.517742] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:30.518395] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:30.518482] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:30.518517] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:30.553035] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:30.553178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:30.553219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:30.553248] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:30.558709] [DEBUG] [FORECASTER] CCS: Forecast T+1@11:T+2@11: DOWN (p=31.62%) [2025-10-09T22:46:30.559002] [INFO ] [FORECASTER] Completed predict_future for CCS [2025-10-09T22:46:30.559136] [INFO ] [sig ] CCS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:30.710014] [INFO ] [LOCAL ] Saved forecast: CCS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CCS.txt [2025-10-09T22:46:30.710245] [WARN ] [sig ] [393/2211] Failed CCS after 0.2s | 4.49 sym/s | Total: 1.5m | ETA: 6.8m [2025-10-09T22:46:30.710330] [INFO ] [sig ] [394/2211] Forecasting CCU... [2025-10-09T22:46:30.710371] [INFO ] [sig ] Generating forecast for: CCU [2025-10-09T22:46:30.710403] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CCU' from 'https://tdm.silogroup.org/data/derivative_storage/CCU.csv'. [2025-10-09T22:46:30.721007] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CCU'. [2025-10-09T22:46:30.721306] [INFO ] [FORECASTER] Starting predict_future for CCU [2025-10-09T22:46:30.747111] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:30.747912] [DEBUG] [LOCAL ] No optimal features file found for CCU: ./output/feature-sets/CCU.txt [2025-10-09T22:46:30.747969] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:30.748006] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:30.748074] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:30.748149] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:30.766475] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:30.767070] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:30.767172] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:30.767207] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:30.800009] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:30.800173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:30.800215] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:30.800244] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:30.804103] [DEBUG] [FORECASTER] CCU: Forecast T+1@11:T+2@11: UP (p=88.97%) [2025-10-09T22:46:30.804502] [INFO ] [FORECASTER] Completed predict_future for CCU [2025-10-09T22:46:30.804691] [INFO ] [sig ] CCU: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:30.955850] [INFO ] [LOCAL ] Saved forecast: CCU 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CCU.txt [2025-10-09T22:46:30.956081] [WARN ] [sig ] [394/2211] Failed CCU after 0.2s | 4.49 sym/s | Total: 1.5m | ETA: 6.8m [2025-10-09T22:46:30.956160] [INFO ] [sig ] [395/2211] Forecasting CDE... [2025-10-09T22:46:30.956199] [INFO ] [sig ] Generating forecast for: CDE [2025-10-09T22:46:30.956230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDE' from 'https://tdm.silogroup.org/data/derivative_storage/CDE.csv'. [2025-10-09T22:46:30.966904] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CDE'. [2025-10-09T22:46:30.967222] [INFO ] [FORECASTER] Starting predict_future for CDE [2025-10-09T22:46:30.993831] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:30.994573] [DEBUG] [LOCAL ] No optimal features file found for CDE: ./output/feature-sets/CDE.txt [2025-10-09T22:46:30.994629] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:30.994703] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:30.994743] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:30.994802] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:31.012601] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:31.013269] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:31.013356] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:31.013390] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:31.045306] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:31.045398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:31.045433] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:31.045462] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:31.048662] [DEBUG] [FORECASTER] CDE: Forecast T+1@11:T+2@11: DOWN (p=6.19%) [2025-10-09T22:46:31.048943] [INFO ] [FORECASTER] Completed predict_future for CDE [2025-10-09T22:46:31.049074] [INFO ] [sig ] CDE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:31.196620] [INFO ] [LOCAL ] Saved forecast: CDE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CDE.txt [2025-10-09T22:46:31.196938] [WARN ] [sig ] [395/2211] Failed CDE after 0.2s | 4.49 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:31.197022] [INFO ] [sig ] [396/2211] Forecasting CDLR... [2025-10-09T22:46:31.197073] [INFO ] [sig ] Generating forecast for: CDLR [2025-10-09T22:46:31.197131] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDLR' from 'https://tdm.silogroup.org/data/derivative_storage/CDLR.csv'. [2025-10-09T22:46:31.208288] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CDLR'. [2025-10-09T22:46:31.208637] [INFO ] [FORECASTER] Starting predict_future for CDLR [2025-10-09T22:46:31.235794] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:31.236670] [DEBUG] [LOCAL ] No optimal features file found for CDLR: ./output/feature-sets/CDLR.txt [2025-10-09T22:46:31.236774] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:31.236829] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:31.236861] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:31.236944] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:31.255134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:31.255775] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:31.255864] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:31.255900] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:31.289441] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:31.289526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:31.289562] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:31.290104] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:31.294472] [DEBUG] [FORECASTER] CDLR: Forecast T+1@11:T+2@11: DOWN (p=13.26%) [2025-10-09T22:46:31.294781] [INFO ] [FORECASTER] Completed predict_future for CDLR [2025-10-09T22:46:31.294929] [INFO ] [sig ] CDLR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:31.437991] [INFO ] [LOCAL ] Saved forecast: CDLR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CDLR.txt [2025-10-09T22:46:31.438217] [WARN ] [sig ] [396/2211] Failed CDLR after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:31.438299] [INFO ] [sig ] [397/2211] Forecasting CDP... [2025-10-09T22:46:31.438340] [INFO ] [sig ] Generating forecast for: CDP [2025-10-09T22:46:31.438373] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDP' from 'https://tdm.silogroup.org/data/derivative_storage/CDP.csv'. [2025-10-09T22:46:31.448417] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CDP'. [2025-10-09T22:46:31.448746] [INFO ] [FORECASTER] Starting predict_future for CDP [2025-10-09T22:46:31.474422] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:31.475149] [DEBUG] [LOCAL ] No optimal features file found for CDP: ./output/feature-sets/CDP.txt [2025-10-09T22:46:31.475204] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:31.475237] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:31.475264] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:31.475318] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:31.492718] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:31.493251] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:31.493332] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:31.493365] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:31.530231] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:31.530311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:31.530346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:31.530373] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:31.533469] [DEBUG] [FORECASTER] CDP: Forecast T+1@11:T+2@11: UP (p=79.66%) [2025-10-09T22:46:31.533777] [INFO ] [FORECASTER] Completed predict_future for CDP [2025-10-09T22:46:31.533922] [INFO ] [sig ] CDP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:31.678191] [INFO ] [LOCAL ] Saved forecast: CDP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CDP.txt [2025-10-09T22:46:31.678444] [WARN ] [sig ] [397/2211] Failed CDP after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:31.678529] [INFO ] [sig ] [398/2211] Forecasting CDRE... [2025-10-09T22:46:31.678569] [INFO ] [sig ] Generating forecast for: CDRE [2025-10-09T22:46:31.678611] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CDRE' from 'https://tdm.silogroup.org/data/derivative_storage/CDRE.csv'. [2025-10-09T22:46:31.689099] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CDRE'. [2025-10-09T22:46:31.689391] [INFO ] [FORECASTER] Starting predict_future for CDRE [2025-10-09T22:46:31.714491] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:31.715217] [DEBUG] [LOCAL ] No optimal features file found for CDRE: ./output/feature-sets/CDRE.txt [2025-10-09T22:46:31.715272] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:31.715305] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:31.715332] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:31.715388] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:31.733294] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:31.733913] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:31.734004] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:31.734039] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:31.772551] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:31.772680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:31.772734] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:31.772767] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:31.775956] [DEBUG] [FORECASTER] CDRE: Forecast T+1@11:T+2@11: DOWN (p=12.07%) [2025-10-09T22:46:31.776227] [INFO ] [FORECASTER] Completed predict_future for CDRE [2025-10-09T22:46:31.776370] [INFO ] [sig ] CDRE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:31.919135] [INFO ] [LOCAL ] Saved forecast: CDRE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CDRE.txt [2025-10-09T22:46:31.919367] [WARN ] [sig ] [398/2211] Failed CDRE after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:31.919445] [INFO ] [sig ] [399/2211] Forecasting CE... [2025-10-09T22:46:31.919483] [INFO ] [sig ] Generating forecast for: CE [2025-10-09T22:46:31.919513] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CE' from 'https://tdm.silogroup.org/data/derivative_storage/CE.csv'. [2025-10-09T22:46:31.930366] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CE'. [2025-10-09T22:46:31.930702] [INFO ] [FORECASTER] Starting predict_future for CE [2025-10-09T22:46:31.957870] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:31.958606] [DEBUG] [LOCAL ] No optimal features file found for CE: ./output/feature-sets/CE.txt [2025-10-09T22:46:31.958700] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:31.958746] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:31.958775] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:31.958831] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:31.977609] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:31.978265] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:31.978358] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:31.978393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:32.013592] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:32.013711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:32.013759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:32.013789] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:32.017094] [DEBUG] [FORECASTER] CE: Forecast T+1@11:T+2@11: UP (p=84.38%) [2025-10-09T22:46:32.017417] [INFO ] [FORECASTER] Completed predict_future for CE [2025-10-09T22:46:32.017593] [INFO ] [sig ] CE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:32.167458] [INFO ] [LOCAL ] Saved forecast: CE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CE.txt [2025-10-09T22:46:32.167772] [WARN ] [sig ] [399/2211] Failed CE after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:32.167860] [INFO ] [sig ] [400/2211] Forecasting CEE... [2025-10-09T22:46:32.167917] [INFO ] [sig ] Generating forecast for: CEE [2025-10-09T22:46:32.167984] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CEE' from 'https://tdm.silogroup.org/data/derivative_storage/CEE.csv'. [2025-10-09T22:46:32.178293] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CEE'. [2025-10-09T22:46:32.178694] [INFO ] [FORECASTER] Starting predict_future for CEE [2025-10-09T22:46:32.205376] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:32.206186] [DEBUG] [LOCAL ] No optimal features file found for CEE: ./output/feature-sets/CEE.txt [2025-10-09T22:46:32.206243] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:32.206279] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:32.206306] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:32.206362] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:32.224986] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:32.225545] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:32.225631] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:32.225719] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:32.261699] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:32.261815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:32.261853] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:32.261883] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:32.265292] [DEBUG] [FORECASTER] CEE: Forecast T+1@11:T+2@11: UP (p=81.40%) [2025-10-09T22:46:32.265575] [INFO ] [FORECASTER] Completed predict_future for CEE [2025-10-09T22:46:32.265754] [INFO ] [sig ] CEE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:32.415250] [INFO ] [LOCAL ] Saved forecast: CEE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CEE.txt [2025-10-09T22:46:32.415539] [WARN ] [sig ] [400/2211] Failed CEE after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:32.415624] [INFO ] [sig ] [401/2211] Forecasting CEPU... [2025-10-09T22:46:32.415703] [INFO ] [sig ] Generating forecast for: CEPU [2025-10-09T22:46:32.415746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CEPU' from 'https://tdm.silogroup.org/data/derivative_storage/CEPU.csv'. [2025-10-09T22:46:32.426819] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CEPU'. [2025-10-09T22:46:32.427210] [INFO ] [FORECASTER] Starting predict_future for CEPU [2025-10-09T22:46:32.454158] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:32.455028] [DEBUG] [LOCAL ] No optimal features file found for CEPU: ./output/feature-sets/CEPU.txt [2025-10-09T22:46:32.455085] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:32.455119] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:32.455147] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:32.455204] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:32.477237] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:32.478513] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:32.478679] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:32.478735] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:32.514886] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:32.515076] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:32.515120] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:32.515150] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:32.518981] [DEBUG] [FORECASTER] CEPU: Forecast T+1@11:T+2@11: DOWN (p=41.14%) [2025-10-09T22:46:32.519299] [INFO ] [FORECASTER] Completed predict_future for CEPU [2025-10-09T22:46:32.519472] [INFO ] [sig ] CEPU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:32.665430] [INFO ] [LOCAL ] Saved forecast: CEPU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CEPU.txt [2025-10-09T22:46:32.665712] [WARN ] [sig ] [401/2211] Failed CEPU after 0.3s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:32.665795] [INFO ] [sig ] [402/2211] Forecasting CF... [2025-10-09T22:46:32.665834] [INFO ] [sig ] Generating forecast for: CF [2025-10-09T22:46:32.665866] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CF' from 'https://tdm.silogroup.org/data/derivative_storage/CF.csv'. [2025-10-09T22:46:32.676698] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CF'. [2025-10-09T22:46:32.676990] [INFO ] [FORECASTER] Starting predict_future for CF [2025-10-09T22:46:32.702492] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:32.703267] [DEBUG] [LOCAL ] No optimal features file found for CF: ./output/feature-sets/CF.txt [2025-10-09T22:46:32.703323] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:32.703357] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:32.703385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:32.703442] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:32.720635] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:32.721213] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:32.721295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:32.721328] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:32.762802] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:32.762899] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:32.762935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:32.762962] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:32.766139] [DEBUG] [FORECASTER] CF: Forecast T+1@11:T+2@11: UP (p=95.52%) [2025-10-09T22:46:32.766414] [INFO ] [FORECASTER] Completed predict_future for CF [2025-10-09T22:46:32.766555] [INFO ] [sig ] CF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:32.907500] [INFO ] [LOCAL ] Saved forecast: CF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CF.txt [2025-10-09T22:46:32.907752] [WARN ] [sig ] [402/2211] Failed CF after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:32.907834] [INFO ] [sig ] [403/2211] Forecasting CFG... [2025-10-09T22:46:32.907874] [INFO ] [sig ] Generating forecast for: CFG [2025-10-09T22:46:32.907906] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CFG' from 'https://tdm.silogroup.org/data/derivative_storage/CFG.csv'. [2025-10-09T22:46:32.919239] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CFG'. [2025-10-09T22:46:32.919547] [INFO ] [FORECASTER] Starting predict_future for CFG [2025-10-09T22:46:32.944811] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:32.945500] [DEBUG] [LOCAL ] No optimal features file found for CFG: ./output/feature-sets/CFG.txt [2025-10-09T22:46:32.945571] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:32.945605] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:32.945632] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:32.945730] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:32.963054] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:32.963598] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:32.963707] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:32.963791] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:33.001818] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:33.001915] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:33.001952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:33.001980] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:33.005402] [DEBUG] [FORECASTER] CFG: Forecast T+1@11:T+2@11: DOWN (p=32.49%) [2025-10-09T22:46:33.005732] [INFO ] [FORECASTER] Completed predict_future for CFG [2025-10-09T22:46:33.005886] [INFO ] [sig ] CFG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:33.148131] [INFO ] [LOCAL ] Saved forecast: CFG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CFG.txt [2025-10-09T22:46:33.148360] [WARN ] [sig ] [403/2211] Failed CFG after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:33.148436] [INFO ] [sig ] [404/2211] Forecasting CFR... [2025-10-09T22:46:33.148474] [INFO ] [sig ] Generating forecast for: CFR [2025-10-09T22:46:33.148505] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CFR' from 'https://tdm.silogroup.org/data/derivative_storage/CFR.csv'. [2025-10-09T22:46:33.159228] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CFR'. [2025-10-09T22:46:33.159529] [INFO ] [FORECASTER] Starting predict_future for CFR [2025-10-09T22:46:33.189131] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:33.190039] [DEBUG] [LOCAL ] No optimal features file found for CFR: ./output/feature-sets/CFR.txt [2025-10-09T22:46:33.190098] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:33.190134] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:33.190161] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:33.190219] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:33.207419] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:33.208066] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:33.208153] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:33.208187] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:33.244803] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:33.244912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:33.244971] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:33.245004] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:33.248210] [DEBUG] [FORECASTER] CFR: Forecast T+1@11:T+2@11: DOWN (p=1.97%) [2025-10-09T22:46:33.248478] [INFO ] [FORECASTER] Completed predict_future for CFR [2025-10-09T22:46:33.248635] [INFO ] [sig ] CFR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:33.389829] [INFO ] [LOCAL ] Saved forecast: CFR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CFR.txt [2025-10-09T22:46:33.390076] [WARN ] [sig ] [404/2211] Failed CFR after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:33.390186] [INFO ] [sig ] [405/2211] Forecasting CGAU... [2025-10-09T22:46:33.390241] [INFO ] [sig ] Generating forecast for: CGAU [2025-10-09T22:46:33.390287] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CGAU' from 'https://tdm.silogroup.org/data/derivative_storage/CGAU.csv'. [2025-10-09T22:46:33.400426] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CGAU'. [2025-10-09T22:46:33.400797] [INFO ] [FORECASTER] Starting predict_future for CGAU [2025-10-09T22:46:33.426074] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:33.426846] [DEBUG] [LOCAL ] No optimal features file found for CGAU: ./output/feature-sets/CGAU.txt [2025-10-09T22:46:33.426901] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:33.426934] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:33.426961] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:33.427016] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:33.444252] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:33.444871] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:33.444955] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:33.444989] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:33.481536] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:33.481631] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:33.481704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:33.481743] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:33.484904] [DEBUG] [FORECASTER] CGAU: Forecast T+1@11:T+2@11: DOWN (p=39.61%) [2025-10-09T22:46:33.485175] [INFO ] [FORECASTER] Completed predict_future for CGAU [2025-10-09T22:46:33.485308] [INFO ] [sig ] CGAU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:33.629597] [INFO ] [LOCAL ] Saved forecast: CGAU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CGAU.txt [2025-10-09T22:46:33.629847] [WARN ] [sig ] [405/2211] Failed CGAU after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:33.629927] [INFO ] [sig ] [406/2211] Forecasting CGV... [2025-10-09T22:46:33.629966] [INFO ] [sig ] Generating forecast for: CGV [2025-10-09T22:46:33.629998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CGV' from 'https://tdm.silogroup.org/data/derivative_storage/CGV.csv'. [2025-10-09T22:46:33.639975] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'CGV'. [2025-10-09T22:46:33.640241] [INFO ] [FORECASTER] Starting predict_future for CGV [2025-10-09T22:46:33.665721] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:33.666419] [DEBUG] [LOCAL ] No optimal features file found for CGV: ./output/feature-sets/CGV.txt [2025-10-09T22:46:33.666473] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:33.666505] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:33.666533] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:33.666588] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:33.683936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:33.684487] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:33.684572] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:33.684605] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:33.724476] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:33.724603] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:33.724664] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:33.724719] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:33.728071] [DEBUG] [FORECASTER] CGV: Forecast T+1@11:T+2@11: DOWN (p=9.28%) [2025-10-09T22:46:33.728354] [INFO ] [FORECASTER] Completed predict_future for CGV [2025-10-09T22:46:33.728522] [INFO ] [sig ] CGV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:33.870488] [INFO ] [LOCAL ] Saved forecast: CGV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CGV.txt [2025-10-09T22:46:33.870827] [WARN ] [sig ] [406/2211] Failed CGV after 0.2s | 4.47 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:33.870895] [INFO ] [sig ] [407/2211] Forecasting CHCT... [2025-10-09T22:46:33.870928] [INFO ] [sig ] Generating forecast for: CHCT [2025-10-09T22:46:33.870960] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHCT' from 'https://tdm.silogroup.org/data/derivative_storage/CHCT.csv'. [2025-10-09T22:46:33.884554] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHCT'. [2025-10-09T22:46:33.885120] [INFO ] [FORECASTER] Starting predict_future for CHCT [2025-10-09T22:46:33.917737] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:33.918616] [DEBUG] [LOCAL ] No optimal features file found for CHCT: ./output/feature-sets/CHCT.txt [2025-10-09T22:46:33.918699] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:33.918747] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:33.918777] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:33.918835] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:33.937724] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:33.938678] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:33.938780] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:33.938816] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:33.987047] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:33.987279] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:33.987343] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:33.987397] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:33.996029] [DEBUG] [FORECASTER] CHCT: Forecast T+1@11:T+2@11: DOWN (p=48.23%) [2025-10-09T22:46:33.996458] [INFO ] [FORECASTER] Completed predict_future for CHCT [2025-10-09T22:46:33.996678] [INFO ] [sig ] CHCT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:34.156493] [INFO ] [LOCAL ] Saved forecast: CHCT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CHCT.txt [2025-10-09T22:46:34.156757] [WARN ] [sig ] [407/2211] Failed CHCT after 0.3s | 4.47 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:34.156843] [INFO ] [sig ] [408/2211] Forecasting CHD... [2025-10-09T22:46:34.156883] [INFO ] [sig ] Generating forecast for: CHD [2025-10-09T22:46:34.156916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHD' from 'https://tdm.silogroup.org/data/derivative_storage/CHD.csv'. [2025-10-09T22:46:34.168634] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHD'. [2025-10-09T22:46:34.168968] [INFO ] [FORECASTER] Starting predict_future for CHD [2025-10-09T22:46:34.194563] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:34.195330] [DEBUG] [LOCAL ] No optimal features file found for CHD: ./output/feature-sets/CHD.txt [2025-10-09T22:46:34.195387] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:34.195425] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:34.195453] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:34.195511] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:34.213550] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:34.214149] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:34.214236] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:34.214320] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:34.257417] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:34.257558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:34.257639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:34.257720] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:34.261253] [DEBUG] [FORECASTER] CHD: Forecast T+1@11:T+2@11: DOWN (p=26.59%) [2025-10-09T22:46:34.261555] [INFO ] [FORECASTER] Completed predict_future for CHD [2025-10-09T22:46:34.261741] [INFO ] [sig ] CHD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:34.418695] [INFO ] [LOCAL ] Saved forecast: CHD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CHD.txt [2025-10-09T22:46:34.418940] [WARN ] [sig ] [408/2211] Failed CHD after 0.3s | 4.47 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:34.419020] [INFO ] [sig ] [409/2211] Forecasting CHE... [2025-10-09T22:46:34.419061] [INFO ] [sig ] Generating forecast for: CHE [2025-10-09T22:46:34.419095] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHE' from 'https://tdm.silogroup.org/data/derivative_storage/CHE.csv'. [2025-10-09T22:46:34.424215] [WARN ] [REMOTE ] Historical data not found for symbol 'CHE' (404). [2025-10-09T22:46:34.424409] [FATAL] [sig ] CHE: No historical data fetched. [2025-10-09T22:46:34.424500] [WARN ] [sig ] [409/2211] Failed CHE after 0.0s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:34.424547] [INFO ] [sig ] [410/2211] Forecasting CHGG... [2025-10-09T22:46:34.424579] [INFO ] [sig ] Generating forecast for: CHGG [2025-10-09T22:46:34.424610] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHGG' from 'https://tdm.silogroup.org/data/derivative_storage/CHGG.csv'. [2025-10-09T22:46:34.435039] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHGG'. [2025-10-09T22:46:34.435398] [INFO ] [FORECASTER] Starting predict_future for CHGG [2025-10-09T22:46:34.461174] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:34.461937] [DEBUG] [LOCAL ] No optimal features file found for CHGG: ./output/feature-sets/CHGG.txt [2025-10-09T22:46:34.461992] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:34.462025] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:34.462052] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:34.462107] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:34.479340] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:34.479936] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:34.480021] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:34.480055] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:34.528610] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:34.528785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:34.528835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:34.528865] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:34.532510] [DEBUG] [FORECASTER] CHGG: Forecast T+1@11:T+2@11: DOWN (p=30.37%) [2025-10-09T22:46:34.532839] [INFO ] [FORECASTER] Completed predict_future for CHGG [2025-10-09T22:46:34.532986] [INFO ] [sig ] CHGG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:34.700437] [INFO ] [LOCAL ] Saved forecast: CHGG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CHGG.txt [2025-10-09T22:46:34.700724] [WARN ] [sig ] [410/2211] Failed CHGG after 0.3s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:34.700809] [INFO ] [sig ] [411/2211] Forecasting CHH... [2025-10-09T22:46:34.700847] [INFO ] [sig ] Generating forecast for: CHH [2025-10-09T22:46:34.700892] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHH' from 'https://tdm.silogroup.org/data/derivative_storage/CHH.csv'. [2025-10-09T22:46:34.713116] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHH'. [2025-10-09T22:46:34.713552] [INFO ] [FORECASTER] Starting predict_future for CHH [2025-10-09T22:46:34.739377] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:34.740157] [DEBUG] [LOCAL ] No optimal features file found for CHH: ./output/feature-sets/CHH.txt [2025-10-09T22:46:34.740213] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:34.740246] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:34.740273] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:34.740330] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:34.757947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:34.758561] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:34.758667] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:34.758723] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:34.791784] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:34.791900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:34.791938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:34.791967] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:34.796085] [DEBUG] [FORECASTER] CHH: Forecast T+1@11:T+2@11: UP (p=51.37%) [2025-10-09T22:46:34.796475] [INFO ] [FORECASTER] Completed predict_future for CHH [2025-10-09T22:46:34.796664] [INFO ] [sig ] CHH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:34.947380] [INFO ] [LOCAL ] Saved forecast: CHH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CHH.txt [2025-10-09T22:46:34.947695] [WARN ] [sig ] [411/2211] Failed CHH after 0.2s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:34.947778] [INFO ] [sig ] [412/2211] Forecasting CHMI... [2025-10-09T22:46:34.947818] [INFO ] [sig ] Generating forecast for: CHMI [2025-10-09T22:46:34.947849] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHMI' from 'https://tdm.silogroup.org/data/derivative_storage/CHMI.csv'. [2025-10-09T22:46:34.953345] [WARN ] [REMOTE ] Historical data not found for symbol 'CHMI' (404). [2025-10-09T22:46:34.953538] [FATAL] [sig ] CHMI: No historical data fetched. [2025-10-09T22:46:34.953626] [WARN ] [sig ] [412/2211] Failed CHMI after 0.0s | 4.49 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:34.953718] [INFO ] [sig ] [413/2211] Forecasting CHN... [2025-10-09T22:46:34.953757] [INFO ] [sig ] Generating forecast for: CHN [2025-10-09T22:46:34.953786] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHN' from 'https://tdm.silogroup.org/data/derivative_storage/CHN.csv'. [2025-10-09T22:46:34.963228] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHN'. [2025-10-09T22:46:34.963564] [INFO ] [FORECASTER] Starting predict_future for CHN [2025-10-09T22:46:34.989014] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:34.989845] [DEBUG] [LOCAL ] No optimal features file found for CHN: ./output/feature-sets/CHN.txt [2025-10-09T22:46:34.989900] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:34.989934] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:34.989961] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:34.990018] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:35.007357] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:35.008021] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:35.008132] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:35.008167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:35.045983] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:35.046167] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:35.046209] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:35.046238] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:35.049896] [DEBUG] [FORECASTER] CHN: Forecast T+1@11:T+2@11: UP (p=83.91%) [2025-10-09T22:46:35.050184] [INFO ] [FORECASTER] Completed predict_future for CHN [2025-10-09T22:46:35.050333] [INFO ] [sig ] CHN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:35.200421] [INFO ] [LOCAL ] Saved forecast: CHN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CHN.txt [2025-10-09T22:46:35.201162] [WARN ] [sig ] [413/2211] Failed CHN after 0.2s | 4.49 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:35.201257] [INFO ] [sig ] [414/2211] Forecasting CHPT... [2025-10-09T22:46:35.201298] [INFO ] [sig ] Generating forecast for: CHPT [2025-10-09T22:46:35.201333] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHPT' from 'https://tdm.silogroup.org/data/derivative_storage/CHPT.csv'. [2025-10-09T22:46:35.215034] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHPT'. [2025-10-09T22:46:35.215715] [INFO ] [FORECASTER] Starting predict_future for CHPT [2025-10-09T22:46:35.245536] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:35.246465] [DEBUG] [LOCAL ] No optimal features file found for CHPT: ./output/feature-sets/CHPT.txt [2025-10-09T22:46:35.246524] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:35.246562] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:35.246591] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:35.246676] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:35.269977] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:35.271329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:35.271496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:35.271570] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:35.331574] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:35.332013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:35.332095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:35.332154] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:35.337291] [DEBUG] [FORECASTER] CHPT: Forecast T+1@11:T+2@11: DOWN (p=16.85%) [2025-10-09T22:46:35.337770] [INFO ] [FORECASTER] Completed predict_future for CHPT [2025-10-09T22:46:35.337978] [INFO ] [sig ] CHPT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:35.483357] [INFO ] [LOCAL ] Saved forecast: CHPT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CHPT.txt [2025-10-09T22:46:35.483665] [WARN ] [sig ] [414/2211] Failed CHPT after 0.3s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:35.483761] [INFO ] [sig ] [415/2211] Forecasting CHT... [2025-10-09T22:46:35.483816] [INFO ] [sig ] Generating forecast for: CHT [2025-10-09T22:46:35.483851] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHT' from 'https://tdm.silogroup.org/data/derivative_storage/CHT.csv'. [2025-10-09T22:46:35.494714] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHT'. [2025-10-09T22:46:35.495028] [INFO ] [FORECASTER] Starting predict_future for CHT [2025-10-09T22:46:35.521241] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:35.522028] [DEBUG] [LOCAL ] No optimal features file found for CHT: ./output/feature-sets/CHT.txt [2025-10-09T22:46:35.522123] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:35.522176] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:35.522207] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:35.522263] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:35.540272] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:35.541279] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:35.541373] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:35.541407] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:35.585580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:35.585770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:35.585823] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:35.585856] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:35.589554] [DEBUG] [FORECASTER] CHT: Forecast T+1@11:T+2@11: UP (p=96.84%) [2025-10-09T22:46:35.589886] [INFO ] [FORECASTER] Completed predict_future for CHT [2025-10-09T22:46:35.590047] [INFO ] [sig ] CHT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:35.749890] [INFO ] [LOCAL ] Saved forecast: CHT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CHT.txt [2025-10-09T22:46:35.750234] [WARN ] [sig ] [415/2211] Failed CHT after 0.3s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:35.750324] [INFO ] [sig ] [416/2211] Forecasting CHWY... [2025-10-09T22:46:35.750366] [INFO ] [sig ] Generating forecast for: CHWY [2025-10-09T22:46:35.750400] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CHWY' from 'https://tdm.silogroup.org/data/derivative_storage/CHWY.csv'. [2025-10-09T22:46:35.761750] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CHWY'. [2025-10-09T22:46:35.762124] [INFO ] [FORECASTER] Starting predict_future for CHWY [2025-10-09T22:46:35.789315] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:35.790142] [DEBUG] [LOCAL ] No optimal features file found for CHWY: ./output/feature-sets/CHWY.txt [2025-10-09T22:46:35.790199] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:35.790234] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:35.790264] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:35.790322] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:35.808881] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:35.809554] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:35.809665] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:35.809721] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:35.857075] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:35.857219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:35.857259] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:35.857288] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:35.860833] [DEBUG] [FORECASTER] CHWY: Forecast T+1@11:T+2@11: DOWN (p=3.30%) [2025-10-09T22:46:35.861113] [INFO ] [FORECASTER] Completed predict_future for CHWY [2025-10-09T22:46:35.861258] [INFO ] [sig ] CHWY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:36.015403] [INFO ] [LOCAL ] Saved forecast: CHWY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CHWY.txt [2025-10-09T22:46:36.015670] [WARN ] [sig ] [416/2211] Failed CHWY after 0.3s | 4.48 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:36.015753] [INFO ] [sig ] [417/2211] Forecasting CI... [2025-10-09T22:46:36.015793] [INFO ] [sig ] Generating forecast for: CI [2025-10-09T22:46:36.015837] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CI' from 'https://tdm.silogroup.org/data/derivative_storage/CI.csv'. [2025-10-09T22:46:36.020775] [WARN ] [REMOTE ] Historical data not found for symbol 'CI' (404). [2025-10-09T22:46:36.020959] [FATAL] [sig ] CI: No historical data fetched. [2025-10-09T22:46:36.021048] [WARN ] [sig ] [417/2211] Failed CI after 0.0s | 4.49 sym/s | Total: 1.5m | ETA: 6.7m [2025-10-09T22:46:36.021117] [INFO ] [sig ] [418/2211] Forecasting CIA... [2025-10-09T22:46:36.021156] [INFO ] [sig ] Generating forecast for: CIA [2025-10-09T22:46:36.021186] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIA' from 'https://tdm.silogroup.org/data/derivative_storage/CIA.csv'. [2025-10-09T22:46:36.030822] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CIA'. [2025-10-09T22:46:36.031096] [INFO ] [FORECASTER] Starting predict_future for CIA [2025-10-09T22:46:36.056561] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:36.057267] [DEBUG] [LOCAL ] No optimal features file found for CIA: ./output/feature-sets/CIA.txt [2025-10-09T22:46:36.057321] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:36.057353] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:36.057381] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:36.057437] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:36.074974] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:36.075517] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:36.075598] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:36.075630] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:36.123264] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:36.123514] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:36.123570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:36.123601] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:36.127605] [DEBUG] [FORECASTER] CIA: Forecast T+1@11:T+2@11: UP (p=73.42%) [2025-10-09T22:46:36.127962] [INFO ] [FORECASTER] Completed predict_future for CIA [2025-10-09T22:46:36.128118] [INFO ] [sig ] CIA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:36.271714] [INFO ] [LOCAL ] Saved forecast: CIA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CIA.txt [2025-10-09T22:46:36.271998] [WARN ] [sig ] [418/2211] Failed CIA after 0.3s | 4.49 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T22:46:36.272094] [INFO ] [sig ] [419/2211] Forecasting CIB... [2025-10-09T22:46:36.272134] [INFO ] [sig ] Generating forecast for: CIB [2025-10-09T22:46:36.272165] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIB' from 'https://tdm.silogroup.org/data/derivative_storage/CIB.csv'. [2025-10-09T22:46:36.284316] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CIB'. [2025-10-09T22:46:36.284677] [INFO ] [FORECASTER] Starting predict_future for CIB [2025-10-09T22:46:36.310399] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:36.311122] [DEBUG] [LOCAL ] No optimal features file found for CIB: ./output/feature-sets/CIB.txt [2025-10-09T22:46:36.311176] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:36.311208] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:36.311236] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:36.311292] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:36.328569] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:36.329155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:36.329279] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:36.329315] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:36.381775] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:36.381990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:36.382054] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:36.382089] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:36.389975] [DEBUG] [FORECASTER] CIB: Forecast T+1@11:T+2@11: UP (p=86.18%) [2025-10-09T22:46:36.390266] [INFO ] [FORECASTER] Completed predict_future for CIB [2025-10-09T22:46:36.390413] [INFO ] [sig ] CIB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:36.537715] [INFO ] [LOCAL ] Saved forecast: CIB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CIB.txt [2025-10-09T22:46:36.537963] [WARN ] [sig ] [419/2211] Failed CIB after 0.3s | 4.49 sym/s | Total: 1.6m | ETA: 6.7m [2025-10-09T22:46:36.538041] [INFO ] [sig ] [420/2211] Forecasting CIEN... [2025-10-09T22:46:36.538080] [INFO ] [sig ] Generating forecast for: CIEN [2025-10-09T22:46:36.538112] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIEN' from 'https://tdm.silogroup.org/data/derivative_storage/CIEN.csv'. [2025-10-09T22:46:36.542814] [WARN ] [REMOTE ] Historical data not found for symbol 'CIEN' (404). [2025-10-09T22:46:36.543002] [FATAL] [sig ] CIEN: No historical data fetched. [2025-10-09T22:46:36.543089] [WARN ] [sig ] [420/2211] Failed CIEN after 0.0s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:36.543157] [INFO ] [sig ] [421/2211] Forecasting CIF... [2025-10-09T22:46:36.543196] [INFO ] [sig ] Generating forecast for: CIF [2025-10-09T22:46:36.543226] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIF' from 'https://tdm.silogroup.org/data/derivative_storage/CIF.csv'. [2025-10-09T22:46:36.551753] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CIF'. [2025-10-09T22:46:36.551998] [INFO ] [FORECASTER] Starting predict_future for CIF [2025-10-09T22:46:36.577118] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:36.577855] [DEBUG] [LOCAL ] No optimal features file found for CIF: ./output/feature-sets/CIF.txt [2025-10-09T22:46:36.577909] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:36.577941] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:36.577968] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:36.578024] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:36.595151] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:36.595711] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:36.595795] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:36.595828] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:36.635936] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:36.636012] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:36.636046] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:36.636073] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:36.639110] [DEBUG] [FORECASTER] CIF: Forecast T+1@11:T+2@11: DOWN (p=33.37%) [2025-10-09T22:46:36.639365] [INFO ] [FORECASTER] Completed predict_future for CIF [2025-10-09T22:46:36.639497] [INFO ] [sig ] CIF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:36.781153] [INFO ] [LOCAL ] Saved forecast: CIF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CIF.txt [2025-10-09T22:46:36.781343] [WARN ] [sig ] [421/2211] Failed CIF after 0.2s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:36.781418] [INFO ] [sig ] [422/2211] Forecasting CIG... [2025-10-09T22:46:36.781468] [INFO ] [sig ] Generating forecast for: CIG [2025-10-09T22:46:36.781500] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIG' from 'https://tdm.silogroup.org/data/derivative_storage/CIG.csv'. [2025-10-09T22:46:36.791906] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CIG'. [2025-10-09T22:46:36.792173] [INFO ] [FORECASTER] Starting predict_future for CIG [2025-10-09T22:46:36.817412] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:36.818152] [DEBUG] [LOCAL ] No optimal features file found for CIG: ./output/feature-sets/CIG.txt [2025-10-09T22:46:36.818207] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:36.818241] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:36.818268] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:36.818324] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:36.835543] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:36.836111] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:36.836193] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:36.836227] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:36.877796] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:36.877875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:36.877909] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:36.877937] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:36.881093] [DEBUG] [FORECASTER] CIG: Forecast T+1@11:T+2@11: DOWN (p=5.93%) [2025-10-09T22:46:36.881352] [INFO ] [FORECASTER] Completed predict_future for CIG [2025-10-09T22:46:36.881493] [INFO ] [sig ] CIG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:37.029515] [INFO ] [LOCAL ] Saved forecast: CIG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CIG.txt [2025-10-09T22:46:37.029754] [WARN ] [sig ] [422/2211] Failed CIG after 0.2s | 4.49 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:37.029865] [INFO ] [sig ] [423/2211] Forecasting CII... [2025-10-09T22:46:37.029906] [INFO ] [sig ] Generating forecast for: CII [2025-10-09T22:46:37.029937] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CII' from 'https://tdm.silogroup.org/data/derivative_storage/CII.csv'. [2025-10-09T22:46:37.040383] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CII'. [2025-10-09T22:46:37.040676] [INFO ] [FORECASTER] Starting predict_future for CII [2025-10-09T22:46:37.065766] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:37.066480] [DEBUG] [LOCAL ] No optimal features file found for CII: ./output/feature-sets/CII.txt [2025-10-09T22:46:37.066535] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:37.066567] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:37.066594] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:37.066671] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:37.083839] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:37.084368] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:37.084451] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:37.084483] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:37.127040] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:37.127113] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:37.127146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:37.127173] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:37.130240] [DEBUG] [FORECASTER] CII: Forecast T+1@11:T+2@11: UP (p=95.74%) [2025-10-09T22:46:37.130522] [INFO ] [FORECASTER] Completed predict_future for CII [2025-10-09T22:46:37.130699] [INFO ] [sig ] CII: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:37.271973] [INFO ] [LOCAL ] Saved forecast: CII 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CII.txt [2025-10-09T22:46:37.272162] [WARN ] [sig ] [423/2211] Failed CII after 0.2s | 4.49 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:37.272238] [INFO ] [sig ] [424/2211] Forecasting CIM... [2025-10-09T22:46:37.272276] [INFO ] [sig ] Generating forecast for: CIM [2025-10-09T22:46:37.272320] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIM' from 'https://tdm.silogroup.org/data/derivative_storage/CIM.csv'. [2025-10-09T22:46:37.284740] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CIM'. [2025-10-09T22:46:37.285165] [INFO ] [FORECASTER] Starting predict_future for CIM [2025-10-09T22:46:37.312401] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:37.313249] [DEBUG] [LOCAL ] No optimal features file found for CIM: ./output/feature-sets/CIM.txt [2025-10-09T22:46:37.313304] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:37.313337] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:37.313365] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:37.313422] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:37.330743] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:37.331455] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:37.331549] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:37.331582] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:37.370376] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:37.370592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:37.370635] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:37.370710] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:37.374343] [DEBUG] [FORECASTER] CIM: Forecast T+1@11:T+2@11: UP (p=96.82%) [2025-10-09T22:46:37.374638] [INFO ] [FORECASTER] Completed predict_future for CIM [2025-10-09T22:46:37.374836] [INFO ] [sig ] CIM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:37.518601] [INFO ] [LOCAL ] Saved forecast: CIM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CIM.txt [2025-10-09T22:46:37.518967] [WARN ] [sig ] [424/2211] Failed CIM after 0.2s | 4.49 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:37.519060] [INFO ] [sig ] [425/2211] Forecasting CIMN... [2025-10-09T22:46:37.519101] [INFO ] [sig ] Generating forecast for: CIMN [2025-10-09T22:46:37.519134] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIMN' from 'https://tdm.silogroup.org/data/derivative_storage/CIMN.csv'. [2025-10-09T22:46:37.524411] [WARN ] [REMOTE ] Historical data not found for symbol 'CIMN' (404). [2025-10-09T22:46:37.524606] [FATAL] [sig ] CIMN: No historical data fetched. [2025-10-09T22:46:37.524712] [WARN ] [sig ] [425/2211] Failed CIMN after 0.0s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:37.524784] [INFO ] [sig ] [426/2211] Forecasting CINT... [2025-10-09T22:46:37.524823] [INFO ] [sig ] Generating forecast for: CINT [2025-10-09T22:46:37.524854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CINT' from 'https://tdm.silogroup.org/data/derivative_storage/CINT.csv'. [2025-10-09T22:46:37.535250] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CINT'. [2025-10-09T22:46:37.535543] [INFO ] [FORECASTER] Starting predict_future for CINT [2025-10-09T22:46:37.560807] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:37.561470] [DEBUG] [LOCAL ] No optimal features file found for CINT: ./output/feature-sets/CINT.txt [2025-10-09T22:46:37.561539] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:37.561574] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:37.561601] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:37.561679] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:37.579322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:37.579973] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:37.580056] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:37.580089] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:37.620754] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:37.620826] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:37.620860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:37.620888] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:37.623901] [DEBUG] [FORECASTER] CINT: Forecast T+1@11:T+2@11: DOWN (p=3.27%) [2025-10-09T22:46:37.624156] [INFO ] [FORECASTER] Completed predict_future for CINT [2025-10-09T22:46:37.624300] [INFO ] [sig ] CINT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:37.766019] [INFO ] [LOCAL ] Saved forecast: CINT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CINT.txt [2025-10-09T22:46:37.766225] [WARN ] [sig ] [426/2211] Failed CINT after 0.2s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:37.766302] [INFO ] [sig ] [427/2211] Forecasting CIO... [2025-10-09T22:46:37.766340] [INFO ] [sig ] Generating forecast for: CIO [2025-10-09T22:46:37.766370] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIO' from 'https://tdm.silogroup.org/data/derivative_storage/CIO.csv'. [2025-10-09T22:46:37.778288] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CIO'. [2025-10-09T22:46:37.778780] [INFO ] [FORECASTER] Starting predict_future for CIO [2025-10-09T22:46:37.805310] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:37.806303] [DEBUG] [LOCAL ] No optimal features file found for CIO: ./output/feature-sets/CIO.txt [2025-10-09T22:46:37.806364] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:37.806401] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:37.806431] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:37.806491] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:37.824947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:37.825987] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:37.826086] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:37.826123] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:37.870075] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:37.870271] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:37.870318] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:37.870348] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:37.874161] [DEBUG] [FORECASTER] CIO: Forecast T+1@11:T+2@11: UP (p=90.15%) [2025-10-09T22:46:37.874513] [INFO ] [FORECASTER] Completed predict_future for CIO [2025-10-09T22:46:37.874708] [INFO ] [sig ] CIO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:38.033227] [INFO ] [LOCAL ] Saved forecast: CIO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CIO.txt [2025-10-09T22:46:38.033626] [WARN ] [sig ] [427/2211] Failed CIO after 0.3s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:38.033736] [INFO ] [sig ] [428/2211] Forecasting CION... [2025-10-09T22:46:38.033788] [INFO ] [sig ] Generating forecast for: CION [2025-10-09T22:46:38.033822] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CION' from 'https://tdm.silogroup.org/data/derivative_storage/CION.csv'. [2025-10-09T22:46:38.039079] [WARN ] [REMOTE ] Historical data not found for symbol 'CION' (404). [2025-10-09T22:46:38.039268] [FATAL] [sig ] CION: No historical data fetched. [2025-10-09T22:46:38.039358] [WARN ] [sig ] [428/2211] Failed CION after 0.0s | 4.51 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:38.039429] [INFO ] [sig ] [429/2211] Forecasting CIVI... [2025-10-09T22:46:38.039469] [INFO ] [sig ] Generating forecast for: CIVI [2025-10-09T22:46:38.039502] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CIVI' from 'https://tdm.silogroup.org/data/derivative_storage/CIVI.csv'. [2025-10-09T22:46:38.048970] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CIVI'. [2025-10-09T22:46:38.049308] [INFO ] [FORECASTER] Starting predict_future for CIVI [2025-10-09T22:46:38.075466] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:38.076197] [DEBUG] [LOCAL ] No optimal features file found for CIVI: ./output/feature-sets/CIVI.txt [2025-10-09T22:46:38.076253] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:38.076286] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:38.076314] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:38.076371] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:38.093591] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:38.094194] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:38.094284] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:38.094317] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:38.134000] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:38.134225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:38.134274] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:38.134303] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:38.138385] [DEBUG] [FORECASTER] CIVI: Forecast T+1@11:T+2@11: DOWN (p=11.78%) [2025-10-09T22:46:38.138743] [INFO ] [FORECASTER] Completed predict_future for CIVI [2025-10-09T22:46:38.138912] [INFO ] [sig ] CIVI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:38.283337] [INFO ] [LOCAL ] Saved forecast: CIVI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CIVI.txt [2025-10-09T22:46:38.283686] [WARN ] [sig ] [429/2211] Failed CIVI after 0.2s | 4.51 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:38.283769] [INFO ] [sig ] [430/2211] Forecasting CL... [2025-10-09T22:46:38.283809] [INFO ] [sig ] Generating forecast for: CL [2025-10-09T22:46:38.283841] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CL' from 'https://tdm.silogroup.org/data/derivative_storage/CL.csv'. [2025-10-09T22:46:38.295485] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CL'. [2025-10-09T22:46:38.295810] [INFO ] [FORECASTER] Starting predict_future for CL [2025-10-09T22:46:38.321454] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:38.322287] [DEBUG] [LOCAL ] No optimal features file found for CL: ./output/feature-sets/CL.txt [2025-10-09T22:46:38.322343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:38.322375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:38.322402] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:38.322459] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:38.339863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:38.340898] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:38.341001] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:38.341036] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:38.379585] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:38.379825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:38.379880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:38.379911] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:38.383790] [DEBUG] [FORECASTER] CL: Forecast T+1@11:T+2@11: DOWN (p=0.53%) [2025-10-09T22:46:38.384097] [INFO ] [FORECASTER] Completed predict_future for CL [2025-10-09T22:46:38.384251] [INFO ] [sig ] CL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:38.527246] [INFO ] [LOCAL ] Saved forecast: CL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CL.txt [2025-10-09T22:46:38.527517] [WARN ] [sig ] [430/2211] Failed CL after 0.2s | 4.51 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:38.527613] [INFO ] [sig ] [431/2211] Forecasting CLB... [2025-10-09T22:46:38.527691] [INFO ] [sig ] Generating forecast for: CLB [2025-10-09T22:46:38.527738] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLB' from 'https://tdm.silogroup.org/data/derivative_storage/CLB.csv'. [2025-10-09T22:46:38.544574] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLB'. [2025-10-09T22:46:38.545193] [INFO ] [FORECASTER] Starting predict_future for CLB [2025-10-09T22:46:38.573167] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:38.574155] [DEBUG] [LOCAL ] No optimal features file found for CLB: ./output/feature-sets/CLB.txt [2025-10-09T22:46:38.574216] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:38.574252] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:38.574280] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:38.574338] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:38.593024] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:38.594049] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:38.594155] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:38.594226] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:38.631782] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:38.631986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:38.632031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:38.632062] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:38.636122] [DEBUG] [FORECASTER] CLB: Forecast T+1@11:T+2@11: DOWN (p=14.44%) [2025-10-09T22:46:38.636525] [INFO ] [FORECASTER] Completed predict_future for CLB [2025-10-09T22:46:38.636731] [INFO ] [sig ] CLB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:38.792266] [INFO ] [LOCAL ] Saved forecast: CLB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CLB.txt [2025-10-09T22:46:38.792548] [WARN ] [sig ] [431/2211] Failed CLB after 0.3s | 4.51 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:38.792640] [INFO ] [sig ] [432/2211] Forecasting CLCO... [2025-10-09T22:46:38.792733] [INFO ] [sig ] Generating forecast for: CLCO [2025-10-09T22:46:38.792768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLCO' from 'https://tdm.silogroup.org/data/derivative_storage/CLCO.csv'. [2025-10-09T22:46:38.805422] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLCO'. [2025-10-09T22:46:38.805884] [INFO ] [FORECASTER] Starting predict_future for CLCO [2025-10-09T22:46:38.832974] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:38.833890] [DEBUG] [LOCAL ] No optimal features file found for CLCO: ./output/feature-sets/CLCO.txt [2025-10-09T22:46:38.833950] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:38.833986] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:38.834015] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:38.834071] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:38.853589] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:38.854519] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:38.854626] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:38.854742] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:38.896366] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:38.896561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:38.896635] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:38.896712] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:38.901163] [DEBUG] [FORECASTER] CLCO: Forecast T+1@11:T+2@11: UP (p=70.91%) [2025-10-09T22:46:38.901453] [INFO ] [FORECASTER] Completed predict_future for CLCO [2025-10-09T22:46:38.901600] [INFO ] [sig ] CLCO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:39.092818] [INFO ] [LOCAL ] Saved forecast: CLCO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CLCO.txt [2025-10-09T22:46:39.093091] [WARN ] [sig ] [432/2211] Failed CLCO after 0.3s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:39.093171] [INFO ] [sig ] [433/2211] Forecasting CLDT... [2025-10-09T22:46:39.093211] [INFO ] [sig ] Generating forecast for: CLDT [2025-10-09T22:46:39.093242] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLDT' from 'https://tdm.silogroup.org/data/derivative_storage/CLDT.csv'. [2025-10-09T22:46:39.104723] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLDT'. [2025-10-09T22:46:39.105071] [INFO ] [FORECASTER] Starting predict_future for CLDT [2025-10-09T22:46:39.131406] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:39.132198] [DEBUG] [LOCAL ] No optimal features file found for CLDT: ./output/feature-sets/CLDT.txt [2025-10-09T22:46:39.132253] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:39.132287] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:39.132314] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:39.132370] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:39.150118] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:39.150706] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:39.150794] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:39.150828] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:39.182807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:39.182900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:39.182936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:39.182964] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:39.186051] [DEBUG] [FORECASTER] CLDT: Forecast T+1@11:T+2@11: DOWN (p=11.17%) [2025-10-09T22:46:39.186316] [INFO ] [FORECASTER] Completed predict_future for CLDT [2025-10-09T22:46:39.186448] [INFO ] [sig ] CLDT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:39.328156] [INFO ] [LOCAL ] Saved forecast: CLDT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CLDT.txt [2025-10-09T22:46:39.328385] [WARN ] [sig ] [433/2211] Failed CLDT after 0.2s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:39.328461] [INFO ] [sig ] [434/2211] Forecasting CLF... [2025-10-09T22:46:39.328550] [INFO ] [sig ] Generating forecast for: CLF [2025-10-09T22:46:39.328602] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLF' from 'https://tdm.silogroup.org/data/derivative_storage/CLF.csv'. [2025-10-09T22:46:39.339356] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLF'. [2025-10-09T22:46:39.339700] [INFO ] [FORECASTER] Starting predict_future for CLF [2025-10-09T22:46:39.365160] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:39.365921] [DEBUG] [LOCAL ] No optimal features file found for CLF: ./output/feature-sets/CLF.txt [2025-10-09T22:46:39.365976] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:39.366009] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:39.366036] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:39.366092] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:39.383296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:39.383878] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:39.383963] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:39.384000] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:39.419603] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:39.419758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:39.419806] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:39.419836] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:39.423194] [DEBUG] [FORECASTER] CLF: Forecast T+1@11:T+2@11: UP (p=96.26%) [2025-10-09T22:46:39.423476] [INFO ] [FORECASTER] Completed predict_future for CLF [2025-10-09T22:46:39.423609] [INFO ] [sig ] CLF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:39.566223] [INFO ] [LOCAL ] Saved forecast: CLF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CLF.txt [2025-10-09T22:46:39.566473] [WARN ] [sig ] [434/2211] Failed CLF after 0.2s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:39.566553] [INFO ] [sig ] [435/2211] Forecasting CLH... [2025-10-09T22:46:39.566593] [INFO ] [sig ] Generating forecast for: CLH [2025-10-09T22:46:39.566624] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLH' from 'https://tdm.silogroup.org/data/derivative_storage/CLH.csv'. [2025-10-09T22:46:39.577485] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLH'. [2025-10-09T22:46:39.577823] [INFO ] [FORECASTER] Starting predict_future for CLH [2025-10-09T22:46:39.603356] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:39.604172] [DEBUG] [LOCAL ] No optimal features file found for CLH: ./output/feature-sets/CLH.txt [2025-10-09T22:46:39.604227] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:39.604262] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:39.604291] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:39.604348] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:39.621615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:39.622203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:39.622287] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:39.622321] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:39.656630] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:39.656767] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:39.656808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:39.656836] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:39.660131] [DEBUG] [FORECASTER] CLH: Forecast T+1@11:T+2@11: UP (p=73.17%) [2025-10-09T22:46:39.660427] [INFO ] [FORECASTER] Completed predict_future for CLH [2025-10-09T22:46:39.660564] [INFO ] [sig ] CLH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:39.816353] [INFO ] [LOCAL ] Saved forecast: CLH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CLH.txt [2025-10-09T22:46:39.816710] [WARN ] [sig ] [435/2211] Failed CLH after 0.3s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:39.816776] [INFO ] [sig ] [436/2211] Forecasting CLPR... [2025-10-09T22:46:39.816811] [INFO ] [sig ] Generating forecast for: CLPR [2025-10-09T22:46:39.816842] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLPR' from 'https://tdm.silogroup.org/data/derivative_storage/CLPR.csv'. [2025-10-09T22:46:39.826960] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLPR'. [2025-10-09T22:46:39.827243] [INFO ] [FORECASTER] Starting predict_future for CLPR [2025-10-09T22:46:39.852630] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:39.853370] [DEBUG] [LOCAL ] No optimal features file found for CLPR: ./output/feature-sets/CLPR.txt [2025-10-09T22:46:39.853426] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:39.853460] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:39.853488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:39.853546] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:39.870843] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:39.871417] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:39.871505] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:39.871545] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:39.907227] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:39.907389] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:39.907431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:39.907459] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:39.910958] [DEBUG] [FORECASTER] CLPR: Forecast T+1@11:T+2@11: DOWN (p=38.01%) [2025-10-09T22:46:39.911245] [INFO ] [FORECASTER] Completed predict_future for CLPR [2025-10-09T22:46:39.911391] [INFO ] [sig ] CLPR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:40.059464] [INFO ] [LOCAL ] Saved forecast: CLPR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CLPR.txt [2025-10-09T22:46:40.059716] [WARN ] [sig ] [436/2211] Failed CLPR after 0.2s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:40.059806] [INFO ] [sig ] [437/2211] Forecasting CLS... [2025-10-09T22:46:40.059845] [INFO ] [sig ] Generating forecast for: CLS [2025-10-09T22:46:40.059877] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLS' from 'https://tdm.silogroup.org/data/derivative_storage/CLS.csv'. [2025-10-09T22:46:40.069829] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLS'. [2025-10-09T22:46:40.070131] [INFO ] [FORECASTER] Starting predict_future for CLS [2025-10-09T22:46:40.095430] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:40.096167] [DEBUG] [LOCAL ] No optimal features file found for CLS: ./output/feature-sets/CLS.txt [2025-10-09T22:46:40.096221] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:40.096254] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:40.096282] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:40.096337] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:40.113512] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:40.114080] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:40.114184] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:40.114218] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:40.155259] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:40.155376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:40.155413] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:40.155440] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:40.164819] [DEBUG] [FORECASTER] CLS: Forecast T+1@11:T+2@11: DOWN (p=44.52%) [2025-10-09T22:46:40.165097] [INFO ] [FORECASTER] Completed predict_future for CLS [2025-10-09T22:46:40.165237] [INFO ] [sig ] CLS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:40.313629] [INFO ] [LOCAL ] Saved forecast: CLS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CLS.txt [2025-10-09T22:46:40.313901] [WARN ] [sig ] [437/2211] Failed CLS after 0.3s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:40.313977] [INFO ] [sig ] [438/2211] Forecasting CLVT... [2025-10-09T22:46:40.314017] [INFO ] [sig ] Generating forecast for: CLVT [2025-10-09T22:46:40.314048] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLVT' from 'https://tdm.silogroup.org/data/derivative_storage/CLVT.csv'. [2025-10-09T22:46:40.324045] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLVT'. [2025-10-09T22:46:40.324329] [INFO ] [FORECASTER] Starting predict_future for CLVT [2025-10-09T22:46:40.349715] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:40.350418] [DEBUG] [LOCAL ] No optimal features file found for CLVT: ./output/feature-sets/CLVT.txt [2025-10-09T22:46:40.350473] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:40.350506] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:40.350535] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:40.350593] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:40.367990] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:40.368530] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:40.368616] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:40.368676] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:40.405111] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:40.405296] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:40.405347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:40.405405] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:40.409222] [DEBUG] [FORECASTER] CLVT: Forecast T+1@11:T+2@11: UP (p=78.50%) [2025-10-09T22:46:40.409563] [INFO ] [FORECASTER] Completed predict_future for CLVT [2025-10-09T22:46:40.409759] [INFO ] [sig ] CLVT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:40.569393] [INFO ] [LOCAL ] Saved forecast: CLVT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CLVT.txt [2025-10-09T22:46:40.569624] [WARN ] [sig ] [438/2211] Failed CLVT after 0.3s | 4.50 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:40.569723] [INFO ] [sig ] [439/2211] Forecasting CLW... [2025-10-09T22:46:40.569762] [INFO ] [sig ] Generating forecast for: CLW [2025-10-09T22:46:40.569792] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLW' from 'https://tdm.silogroup.org/data/derivative_storage/CLW.csv'. [2025-10-09T22:46:40.579736] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLW'. [2025-10-09T22:46:40.580019] [INFO ] [FORECASTER] Starting predict_future for CLW [2025-10-09T22:46:40.605189] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:40.605965] [DEBUG] [LOCAL ] No optimal features file found for CLW: ./output/feature-sets/CLW.txt [2025-10-09T22:46:40.606037] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:40.606118] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:40.606155] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:40.606212] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:40.623435] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:40.624018] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:40.624101] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:40.624133] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:40.659126] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:40.659232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:40.659270] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:40.659298] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:40.662508] [DEBUG] [FORECASTER] CLW: Forecast T+1@11:T+2@11: UP (p=51.05%) [2025-10-09T22:46:40.662821] [INFO ] [FORECASTER] Completed predict_future for CLW [2025-10-09T22:46:40.662969] [INFO ] [sig ] CLW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:40.812076] [INFO ] [LOCAL ] Saved forecast: CLW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CLW.txt [2025-10-09T22:46:40.812340] [WARN ] [sig ] [439/2211] Failed CLW after 0.2s | 4.49 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:40.812445] [INFO ] [sig ] [440/2211] Forecasting CLX... [2025-10-09T22:46:40.812485] [INFO ] [sig ] Generating forecast for: CLX [2025-10-09T22:46:40.812518] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CLX' from 'https://tdm.silogroup.org/data/derivative_storage/CLX.csv'. [2025-10-09T22:46:40.823616] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CLX'. [2025-10-09T22:46:40.823962] [INFO ] [FORECASTER] Starting predict_future for CLX [2025-10-09T22:46:40.849502] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:40.850220] [DEBUG] [LOCAL ] No optimal features file found for CLX: ./output/feature-sets/CLX.txt [2025-10-09T22:46:40.850275] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:40.850307] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:40.850334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:40.850390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:40.867592] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:40.868209] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:40.868298] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:40.868331] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:40.903595] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:40.903733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:40.903780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:40.903809] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:40.907075] [DEBUG] [FORECASTER] CLX: Forecast T+1@11:T+2@11: UP (p=80.15%) [2025-10-09T22:46:40.907346] [INFO ] [FORECASTER] Completed predict_future for CLX [2025-10-09T22:46:40.907483] [INFO ] [sig ] CLX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:41.050223] [INFO ] [LOCAL ] Saved forecast: CLX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CLX.txt [2025-10-09T22:46:41.050438] [WARN ] [sig ] [440/2211] Failed CLX after 0.2s | 4.49 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:41.050513] [INFO ] [sig ] [441/2211] Forecasting CM... [2025-10-09T22:46:41.050552] [INFO ] [sig ] Generating forecast for: CM [2025-10-09T22:46:41.050629] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CM' from 'https://tdm.silogroup.org/data/derivative_storage/CM.csv'. [2025-10-09T22:46:41.060521] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CM'. [2025-10-09T22:46:41.060834] [INFO ] [FORECASTER] Starting predict_future for CM [2025-10-09T22:46:41.086069] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:41.086828] [DEBUG] [LOCAL ] No optimal features file found for CM: ./output/feature-sets/CM.txt [2025-10-09T22:46:41.086887] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:41.086923] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:41.086951] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:41.087007] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:41.104341] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:41.104957] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:41.105041] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:41.105075] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:41.141907] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:41.142026] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:41.142062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:41.142090] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:41.145265] [DEBUG] [FORECASTER] CM: Forecast T+1@11:T+2@11: DOWN (p=22.14%) [2025-10-09T22:46:41.145536] [INFO ] [FORECASTER] Completed predict_future for CM [2025-10-09T22:46:41.145707] [INFO ] [sig ] CM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:41.288418] [INFO ] [LOCAL ] Saved forecast: CM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CM.txt [2025-10-09T22:46:41.288639] [WARN ] [sig ] [441/2211] Failed CM after 0.2s | 4.49 sym/s | Total: 1.6m | ETA: 6.6m [2025-10-09T22:46:41.288742] [INFO ] [sig ] [442/2211] Forecasting CMA... [2025-10-09T22:46:41.288781] [INFO ] [sig ] Generating forecast for: CMA [2025-10-09T22:46:41.288814] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMA' from 'https://tdm.silogroup.org/data/derivative_storage/CMA.csv'. [2025-10-09T22:46:41.293969] [WARN ] [REMOTE ] Historical data not found for symbol 'CMA' (404). [2025-10-09T22:46:41.294238] [FATAL] [sig ] CMA: No historical data fetched. [2025-10-09T22:46:41.294335] [WARN ] [sig ] [442/2211] Failed CMA after 0.0s | 4.50 sym/s | Total: 1.6m | ETA: 6.5m [2025-10-09T22:46:41.294406] [INFO ] [sig ] [443/2211] Forecasting CMBT... [2025-10-09T22:46:41.294447] [INFO ] [sig ] Generating forecast for: CMBT [2025-10-09T22:46:41.294478] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMBT' from 'https://tdm.silogroup.org/data/derivative_storage/CMBT.csv'. [2025-10-09T22:46:41.304189] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMBT'. [2025-10-09T22:46:41.304481] [INFO ] [FORECASTER] Starting predict_future for CMBT [2025-10-09T22:46:41.330144] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:41.331053] [DEBUG] [LOCAL ] No optimal features file found for CMBT: ./output/feature-sets/CMBT.txt [2025-10-09T22:46:41.331110] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:41.331146] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:41.331174] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:41.331232] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:41.348627] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:41.349416] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:41.349531] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:41.349566] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:41.384164] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:41.384311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:41.384350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:41.384378] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:41.389387] [DEBUG] [FORECASTER] CMBT: Forecast T+1@11:T+2@11: UP (p=99.88%) [2025-10-09T22:46:41.389682] [INFO ] [FORECASTER] Completed predict_future for CMBT [2025-10-09T22:46:41.389838] [INFO ] [sig ] CMBT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:41.532231] [INFO ] [LOCAL ] Saved forecast: CMBT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMBT.txt [2025-10-09T22:46:41.532527] [WARN ] [sig ] [443/2211] Failed CMBT after 0.2s | 4.50 sym/s | Total: 1.6m | ETA: 6.5m [2025-10-09T22:46:41.532617] [INFO ] [sig ] [444/2211] Forecasting CMC... [2025-10-09T22:46:41.532691] [INFO ] [sig ] Generating forecast for: CMC [2025-10-09T22:46:41.532738] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMC' from 'https://tdm.silogroup.org/data/derivative_storage/CMC.csv'. [2025-10-09T22:46:41.537403] [WARN ] [REMOTE ] Historical data not found for symbol 'CMC' (404). [2025-10-09T22:46:41.537613] [FATAL] [sig ] CMC: No historical data fetched. [2025-10-09T22:46:41.537750] [WARN ] [sig ] [444/2211] Failed CMC after 0.0s | 4.51 sym/s | Total: 1.6m | ETA: 6.5m [2025-10-09T22:46:41.537816] [INFO ] [sig ] [445/2211] Forecasting CMCM... [2025-10-09T22:46:41.537854] [INFO ] [sig ] Generating forecast for: CMCM [2025-10-09T22:46:41.537885] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMCM' from 'https://tdm.silogroup.org/data/derivative_storage/CMCM.csv'. [2025-10-09T22:46:41.546792] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMCM'. [2025-10-09T22:46:41.547107] [INFO ] [FORECASTER] Starting predict_future for CMCM [2025-10-09T22:46:41.572408] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:41.573171] [DEBUG] [LOCAL ] No optimal features file found for CMCM: ./output/feature-sets/CMCM.txt [2025-10-09T22:46:41.573225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:41.573257] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:41.573284] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:41.573340] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:41.590812] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:41.591341] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:41.591423] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:41.591456] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:41.625355] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:41.625432] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:41.625468] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:41.625496] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:41.628550] [DEBUG] [FORECASTER] CMCM: Forecast T+1@11:T+2@11: UP (p=61.61%) [2025-10-09T22:46:41.628836] [INFO ] [FORECASTER] Completed predict_future for CMCM [2025-10-09T22:46:41.628969] [INFO ] [sig ] CMCM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:41.770867] [INFO ] [LOCAL ] Saved forecast: CMCM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMCM.txt [2025-10-09T22:46:41.771092] [WARN ] [sig ] [445/2211] Failed CMCM after 0.2s | 4.51 sym/s | Total: 1.6m | ETA: 6.5m [2025-10-09T22:46:41.771168] [INFO ] [sig ] [446/2211] Forecasting CMG... [2025-10-09T22:46:41.771218] [INFO ] [sig ] Generating forecast for: CMG [2025-10-09T22:46:41.771251] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMG' from 'https://tdm.silogroup.org/data/derivative_storage/CMG.csv'. [2025-10-09T22:46:41.781017] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMG'. [2025-10-09T22:46:41.781293] [INFO ] [FORECASTER] Starting predict_future for CMG [2025-10-09T22:46:41.806494] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:41.807198] [DEBUG] [LOCAL ] No optimal features file found for CMG: ./output/feature-sets/CMG.txt [2025-10-09T22:46:41.807252] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:41.807285] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:41.807312] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:41.807368] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:41.824551] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:41.825116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:41.825198] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:41.825230] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:41.864090] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:41.864195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:41.864235] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:41.864263] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:41.867959] [DEBUG] [FORECASTER] CMG: Forecast T+1@11:T+2@11: UP (p=93.17%) [2025-10-09T22:46:41.868241] [INFO ] [FORECASTER] Completed predict_future for CMG [2025-10-09T22:46:41.868377] [INFO ] [sig ] CMG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:42.010055] [INFO ] [LOCAL ] Saved forecast: CMG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMG.txt [2025-10-09T22:46:42.010329] [WARN ] [sig ] [446/2211] Failed CMG after 0.2s | 4.51 sym/s | Total: 1.6m | ETA: 6.5m [2025-10-09T22:46:42.010419] [INFO ] [sig ] [447/2211] Forecasting CMI... [2025-10-09T22:46:42.010473] [INFO ] [sig ] Generating forecast for: CMI [2025-10-09T22:46:42.010517] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMI' from 'https://tdm.silogroup.org/data/derivative_storage/CMI.csv'. [2025-10-09T22:46:42.022088] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMI'. [2025-10-09T22:46:42.022384] [INFO ] [FORECASTER] Starting predict_future for CMI [2025-10-09T22:46:42.047724] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:42.048397] [DEBUG] [LOCAL ] No optimal features file found for CMI: ./output/feature-sets/CMI.txt [2025-10-09T22:46:42.048451] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:42.048486] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:42.048514] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:42.048570] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:42.065742] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:42.066294] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:42.066387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:42.066439] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:42.092921] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:42.093000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:42.093034] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:42.093063] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:42.096029] [DEBUG] [FORECASTER] CMI: Forecast T+1@11:T+2@11: DOWN (p=13.24%) [2025-10-09T22:46:42.096301] [INFO ] [FORECASTER] Completed predict_future for CMI [2025-10-09T22:46:42.096423] [INFO ] [sig ] CMI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:42.238124] [INFO ] [LOCAL ] Saved forecast: CMI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CMI.txt [2025-10-09T22:46:42.238330] [WARN ] [sig ] [447/2211] Failed CMI after 0.2s | 4.51 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:42.238403] [INFO ] [sig ] [448/2211] Forecasting CMP... [2025-10-09T22:46:42.238441] [INFO ] [sig ] Generating forecast for: CMP [2025-10-09T22:46:42.238472] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMP' from 'https://tdm.silogroup.org/data/derivative_storage/CMP.csv'. [2025-10-09T22:46:42.248818] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMP'. [2025-10-09T22:46:42.249112] [INFO ] [FORECASTER] Starting predict_future for CMP [2025-10-09T22:46:42.274329] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:42.275044] [DEBUG] [LOCAL ] No optimal features file found for CMP: ./output/feature-sets/CMP.txt [2025-10-09T22:46:42.275099] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:42.275130] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:42.275157] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:42.275213] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:42.292363] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:42.292937] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:42.293018] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:42.293051] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:42.319463] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:42.319541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:42.319575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:42.319603] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:42.322613] [DEBUG] [FORECASTER] CMP: Forecast T+1@11:T+2@11: UP (p=64.62%) [2025-10-09T22:46:42.322904] [INFO ] [FORECASTER] Completed predict_future for CMP [2025-10-09T22:46:42.323029] [INFO ] [sig ] CMP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:42.464930] [INFO ] [LOCAL ] Saved forecast: CMP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMP.txt [2025-10-09T22:46:42.465150] [WARN ] [sig ] [448/2211] Failed CMP after 0.2s | 4.51 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:42.465224] [INFO ] [sig ] [449/2211] Forecasting CMPO... [2025-10-09T22:46:42.465262] [INFO ] [sig ] Generating forecast for: CMPO [2025-10-09T22:46:42.465294] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMPO' from 'https://tdm.silogroup.org/data/derivative_storage/CMPO.csv'. [2025-10-09T22:46:42.474930] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMPO'. [2025-10-09T22:46:42.475218] [INFO ] [FORECASTER] Starting predict_future for CMPO [2025-10-09T22:46:42.500555] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:42.501273] [DEBUG] [LOCAL ] No optimal features file found for CMPO: ./output/feature-sets/CMPO.txt [2025-10-09T22:46:42.501331] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:42.501365] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:42.501392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:42.501447] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:42.518747] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:42.519275] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:42.519368] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:42.519404] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:42.553080] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:42.553190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:42.553229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:42.553258] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:42.556851] [DEBUG] [FORECASTER] CMPO: Forecast T+1@11:T+2@11: UP (p=50.73%) [2025-10-09T22:46:42.557148] [INFO ] [FORECASTER] Completed predict_future for CMPO [2025-10-09T22:46:42.557315] [INFO ] [sig ] CMPO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:42.699347] [INFO ] [LOCAL ] Saved forecast: CMPO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMPO.txt [2025-10-09T22:46:42.699599] [WARN ] [sig ] [449/2211] Failed CMPO after 0.2s | 4.51 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:42.699701] [INFO ] [sig ] [450/2211] Forecasting CMRE... [2025-10-09T22:46:42.699743] [INFO ] [sig ] Generating forecast for: CMRE [2025-10-09T22:46:42.699776] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMRE' from 'https://tdm.silogroup.org/data/derivative_storage/CMRE.csv'. [2025-10-09T22:46:42.710136] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMRE'. [2025-10-09T22:46:42.710424] [INFO ] [FORECASTER] Starting predict_future for CMRE [2025-10-09T22:46:42.735637] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:42.736339] [DEBUG] [LOCAL ] No optimal features file found for CMRE: ./output/feature-sets/CMRE.txt [2025-10-09T22:46:42.736393] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:42.736426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:42.736453] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:42.736509] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:42.754061] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:42.754588] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:42.754691] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:42.754743] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:42.779933] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:42.780014] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:42.780051] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:42.780079] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:42.783107] [DEBUG] [FORECASTER] CMRE: Forecast T+1@11:T+2@11: UP (p=99.25%) [2025-10-09T22:46:42.783364] [INFO ] [FORECASTER] Completed predict_future for CMRE [2025-10-09T22:46:42.783486] [INFO ] [sig ] CMRE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:42.924692] [INFO ] [LOCAL ] Saved forecast: CMRE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMRE.txt [2025-10-09T22:46:42.924890] [WARN ] [sig ] [450/2211] Failed CMRE after 0.2s | 4.51 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:42.924966] [INFO ] [sig ] [451/2211] Forecasting CMS... [2025-10-09T22:46:42.925005] [INFO ] [sig ] Generating forecast for: CMS [2025-10-09T22:46:42.925035] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMS' from 'https://tdm.silogroup.org/data/derivative_storage/CMS.csv'. [2025-10-09T22:46:42.929475] [WARN ] [REMOTE ] Historical data not found for symbol 'CMS' (404). [2025-10-09T22:46:42.929677] [FATAL] [sig ] CMS: No historical data fetched. [2025-10-09T22:46:42.929761] [WARN ] [sig ] [451/2211] Failed CMS after 0.0s | 4.52 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:42.929830] [INFO ] [sig ] [452/2211] Forecasting CMSA... [2025-10-09T22:46:42.929883] [INFO ] [sig ] Generating forecast for: CMSA [2025-10-09T22:46:42.929914] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMSA' from 'https://tdm.silogroup.org/data/derivative_storage/CMSA.csv'. [2025-10-09T22:46:42.933249] [WARN ] [REMOTE ] Historical data not found for symbol 'CMSA' (404). [2025-10-09T22:46:42.933414] [FATAL] [sig ] CMSA: No historical data fetched. [2025-10-09T22:46:42.933496] [WARN ] [sig ] [452/2211] Failed CMSA after 0.0s | 4.53 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:42.933563] [INFO ] [sig ] [453/2211] Forecasting CMSC... [2025-10-09T22:46:42.933636] [INFO ] [sig ] Generating forecast for: CMSC [2025-10-09T22:46:42.933712] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMSC' from 'https://tdm.silogroup.org/data/derivative_storage/CMSC.csv'. [2025-10-09T22:46:42.942826] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMSC'. [2025-10-09T22:46:42.943115] [INFO ] [FORECASTER] Starting predict_future for CMSC [2025-10-09T22:46:42.968446] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:42.969159] [DEBUG] [LOCAL ] No optimal features file found for CMSC: ./output/feature-sets/CMSC.txt [2025-10-09T22:46:42.969214] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:42.969248] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:42.969275] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:42.969330] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:42.986404] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:42.987004] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:42.987086] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:42.987119] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:43.012671] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:43.012750] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:43.012786] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:43.012815] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:43.015841] [DEBUG] [FORECASTER] CMSC: Forecast T+1@11:T+2@11: UP (p=94.67%) [2025-10-09T22:46:43.016098] [INFO ] [FORECASTER] Completed predict_future for CMSC [2025-10-09T22:46:43.016221] [INFO ] [sig ] CMSC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:43.160102] [INFO ] [LOCAL ] Saved forecast: CMSC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMSC.txt [2025-10-09T22:46:43.160317] [WARN ] [sig ] [453/2211] Failed CMSC after 0.2s | 4.53 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:43.160394] [INFO ] [sig ] [454/2211] Forecasting CMSD... [2025-10-09T22:46:43.160433] [INFO ] [sig ] Generating forecast for: CMSD [2025-10-09T22:46:43.160465] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMSD' from 'https://tdm.silogroup.org/data/derivative_storage/CMSD.csv'. [2025-10-09T22:46:43.171203] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMSD'. [2025-10-09T22:46:43.171471] [INFO ] [FORECASTER] Starting predict_future for CMSD [2025-10-09T22:46:43.196671] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:43.197377] [DEBUG] [LOCAL ] No optimal features file found for CMSD: ./output/feature-sets/CMSD.txt [2025-10-09T22:46:43.197431] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:43.197465] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:43.197493] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:43.197549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:43.214955] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:43.215502] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:43.215583] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:43.215616] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:43.253897] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:43.253977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:43.254013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:43.254040] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:43.257221] [DEBUG] [FORECASTER] CMSD: Forecast T+1@11:T+2@11: DOWN (p=40.20%) [2025-10-09T22:46:43.257482] [INFO ] [FORECASTER] Completed predict_future for CMSD [2025-10-09T22:46:43.257633] [INFO ] [sig ] CMSD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:43.399132] [INFO ] [LOCAL ] Saved forecast: CMSD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CMSD.txt [2025-10-09T22:46:43.399334] [WARN ] [sig ] [454/2211] Failed CMSD after 0.2s | 4.53 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:43.399408] [INFO ] [sig ] [455/2211] Forecasting CMTG... [2025-10-09T22:46:43.399447] [INFO ] [sig ] Generating forecast for: CMTG [2025-10-09T22:46:43.399478] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMTG' from 'https://tdm.silogroup.org/data/derivative_storage/CMTG.csv'. [2025-10-09T22:46:43.410429] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMTG'. [2025-10-09T22:46:43.410812] [INFO ] [FORECASTER] Starting predict_future for CMTG [2025-10-09T22:46:43.437435] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:43.438285] [DEBUG] [LOCAL ] No optimal features file found for CMTG: ./output/feature-sets/CMTG.txt [2025-10-09T22:46:43.438340] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:43.438373] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:43.438401] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:43.438458] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:43.456072] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:43.456993] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:43.457090] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:43.457124] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:43.492015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:43.492228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:43.492273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:43.492302] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:43.496029] [DEBUG] [FORECASTER] CMTG: Forecast T+1@11:T+2@11: UP (p=89.98%) [2025-10-09T22:46:43.496339] [INFO ] [FORECASTER] Completed predict_future for CMTG [2025-10-09T22:46:43.496485] [INFO ] [sig ] CMTG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:43.643522] [INFO ] [LOCAL ] Saved forecast: CMTG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CMTG.txt [2025-10-09T22:46:43.643883] [WARN ] [sig ] [455/2211] Failed CMTG after 0.2s | 4.53 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:43.643968] [INFO ] [sig ] [456/2211] Forecasting CMU... [2025-10-09T22:46:43.644007] [INFO ] [sig ] Generating forecast for: CMU [2025-10-09T22:46:43.644038] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CMU' from 'https://tdm.silogroup.org/data/derivative_storage/CMU.csv'. [2025-10-09T22:46:43.654417] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CMU'. [2025-10-09T22:46:43.654765] [INFO ] [FORECASTER] Starting predict_future for CMU [2025-10-09T22:46:43.680526] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:43.681264] [DEBUG] [LOCAL ] No optimal features file found for CMU: ./output/feature-sets/CMU.txt [2025-10-09T22:46:43.681320] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:43.681352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:43.681429] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:43.681496] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:43.698981] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:43.699525] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:43.699630] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:43.699708] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:43.734228] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:43.734386] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:43.734429] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:43.734458] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:43.737924] [DEBUG] [FORECASTER] CMU: Forecast T+1@11:T+2@11: DOWN (p=24.03%) [2025-10-09T22:46:43.738207] [INFO ] [FORECASTER] Completed predict_future for CMU [2025-10-09T22:46:43.738353] [INFO ] [sig ] CMU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:43.880531] [INFO ] [LOCAL ] Saved forecast: CMU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CMU.txt [2025-10-09T22:46:43.880955] [WARN ] [sig ] [456/2211] Failed CMU after 0.2s | 4.53 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:43.881041] [INFO ] [sig ] [457/2211] Forecasting CNA... [2025-10-09T22:46:43.881080] [INFO ] [sig ] Generating forecast for: CNA [2025-10-09T22:46:43.881112] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNA' from 'https://tdm.silogroup.org/data/derivative_storage/CNA.csv'. [2025-10-09T22:46:43.890855] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNA'. [2025-10-09T22:46:43.891143] [INFO ] [FORECASTER] Starting predict_future for CNA [2025-10-09T22:46:43.916491] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:43.917222] [DEBUG] [LOCAL ] No optimal features file found for CNA: ./output/feature-sets/CNA.txt [2025-10-09T22:46:43.917277] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:43.917309] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:43.917337] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:43.917393] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:43.934703] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:43.935282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:43.935365] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:43.935397] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:43.974703] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:43.974829] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:43.974867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:43.974896] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:43.978213] [DEBUG] [FORECASTER] CNA: Forecast T+1@11:T+2@11: DOWN (p=29.45%) [2025-10-09T22:46:43.978483] [INFO ] [FORECASTER] Completed predict_future for CNA [2025-10-09T22:46:43.978624] [INFO ] [sig ] CNA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:44.123959] [INFO ] [LOCAL ] Saved forecast: CNA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CNA.txt [2025-10-09T22:46:44.124210] [WARN ] [sig ] [457/2211] Failed CNA after 0.2s | 4.53 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:44.124289] [INFO ] [sig ] [458/2211] Forecasting CNC... [2025-10-09T22:46:44.124339] [INFO ] [sig ] Generating forecast for: CNC [2025-10-09T22:46:44.124371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNC' from 'https://tdm.silogroup.org/data/derivative_storage/CNC.csv'. [2025-10-09T22:46:44.133844] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNC'. [2025-10-09T22:46:44.134177] [INFO ] [FORECASTER] Starting predict_future for CNC [2025-10-09T22:46:44.159424] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:44.160175] [DEBUG] [LOCAL ] No optimal features file found for CNC: ./output/feature-sets/CNC.txt [2025-10-09T22:46:44.160229] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:44.160262] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:44.160289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:44.160345] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:44.177451] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:44.178085] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:44.178168] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:44.178201] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:44.216380] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:44.216497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:44.216533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:44.216561] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:44.219883] [DEBUG] [FORECASTER] CNC: Forecast T+1@11:T+2@11: UP (p=79.08%) [2025-10-09T22:46:44.220155] [INFO ] [FORECASTER] Completed predict_future for CNC [2025-10-09T22:46:44.220289] [INFO ] [sig ] CNC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:44.367346] [INFO ] [LOCAL ] Saved forecast: CNC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CNC.txt [2025-10-09T22:46:44.367759] [WARN ] [sig ] [458/2211] Failed CNC after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:44.367853] [INFO ] [sig ] [459/2211] Forecasting CNF... [2025-10-09T22:46:44.367892] [INFO ] [sig ] Generating forecast for: CNF [2025-10-09T22:46:44.367925] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNF' from 'https://tdm.silogroup.org/data/derivative_storage/CNF.csv'. [2025-10-09T22:46:44.377700] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNF'. [2025-10-09T22:46:44.377999] [INFO ] [FORECASTER] Starting predict_future for CNF [2025-10-09T22:46:44.403743] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:44.404458] [DEBUG] [LOCAL ] No optimal features file found for CNF: ./output/feature-sets/CNF.txt [2025-10-09T22:46:44.404511] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:44.404553] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:44.404606] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:44.404688] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:44.422133] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:44.422778] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:44.422922] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:44.422978] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:44.459165] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:44.459274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:44.459310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:44.459338] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:44.462605] [DEBUG] [FORECASTER] CNF: Forecast T+1@11:T+2@11: UP (p=97.41%) [2025-10-09T22:46:44.463327] [INFO ] [FORECASTER] Completed predict_future for CNF [2025-10-09T22:46:44.463470] [INFO ] [sig ] CNF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:44.609021] [INFO ] [LOCAL ] Saved forecast: CNF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CNF.txt [2025-10-09T22:46:44.609326] [WARN ] [sig ] [459/2211] Failed CNF after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:44.609412] [INFO ] [sig ] [460/2211] Forecasting CNH... [2025-10-09T22:46:44.609452] [INFO ] [sig ] Generating forecast for: CNH [2025-10-09T22:46:44.609484] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNH' from 'https://tdm.silogroup.org/data/derivative_storage/CNH.csv'. [2025-10-09T22:46:44.619754] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNH'. [2025-10-09T22:46:44.620168] [INFO ] [FORECASTER] Starting predict_future for CNH [2025-10-09T22:46:44.646215] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:44.647043] [DEBUG] [LOCAL ] No optimal features file found for CNH: ./output/feature-sets/CNH.txt [2025-10-09T22:46:44.647097] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:44.647131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:44.647159] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:44.647215] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:44.664682] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:44.665251] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:44.665333] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:44.665366] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:44.701363] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:44.701475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:44.701512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:44.701539] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:44.704789] [DEBUG] [FORECASTER] CNH: Forecast T+1@11:T+2@11: DOWN (p=33.00%) [2025-10-09T22:46:44.705062] [INFO ] [FORECASTER] Completed predict_future for CNH [2025-10-09T22:46:44.705199] [INFO ] [sig ] CNH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:44.848464] [INFO ] [LOCAL ] Saved forecast: CNH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CNH.txt [2025-10-09T22:46:44.848726] [WARN ] [sig ] [460/2211] Failed CNH after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:44.848808] [INFO ] [sig ] [461/2211] Forecasting CNI... [2025-10-09T22:46:44.848847] [INFO ] [sig ] Generating forecast for: CNI [2025-10-09T22:46:44.848877] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNI' from 'https://tdm.silogroup.org/data/derivative_storage/CNI.csv'. [2025-10-09T22:46:44.858711] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNI'. [2025-10-09T22:46:44.859038] [INFO ] [FORECASTER] Starting predict_future for CNI [2025-10-09T22:46:44.884221] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:44.884969] [DEBUG] [LOCAL ] No optimal features file found for CNI: ./output/feature-sets/CNI.txt [2025-10-09T22:46:44.885023] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:44.885056] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:44.885083] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:44.885138] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:44.902554] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:44.903155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:44.903238] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:44.903271] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:44.943023] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:44.943132] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:44.943169] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:44.943199] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:44.946442] [DEBUG] [FORECASTER] CNI: Forecast T+1@11:T+2@11: DOWN (p=13.30%) [2025-10-09T22:46:44.946756] [INFO ] [FORECASTER] Completed predict_future for CNI [2025-10-09T22:46:44.946903] [INFO ] [sig ] CNI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:45.175100] [INFO ] [LOCAL ] Saved forecast: CNI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CNI.txt [2025-10-09T22:46:45.175384] [WARN ] [sig ] [461/2211] Failed CNI after 0.3s | 4.52 sym/s | Total: 1.7m | ETA: 6.5m [2025-10-09T22:46:45.175469] [INFO ] [sig ] [462/2211] Forecasting CNK... [2025-10-09T22:46:45.175509] [INFO ] [sig ] Generating forecast for: CNK [2025-10-09T22:46:45.175542] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNK' from 'https://tdm.silogroup.org/data/derivative_storage/CNK.csv'. [2025-10-09T22:46:45.180777] [WARN ] [REMOTE ] Historical data not found for symbol 'CNK' (404). [2025-10-09T22:46:45.180953] [FATAL] [sig ] CNK: No historical data fetched. [2025-10-09T22:46:45.181039] [WARN ] [sig ] [462/2211] Failed CNK after 0.0s | 4.53 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:45.181083] [INFO ] [sig ] [463/2211] Forecasting CNM... [2025-10-09T22:46:45.181113] [INFO ] [sig ] Generating forecast for: CNM [2025-10-09T22:46:45.181142] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNM' from 'https://tdm.silogroup.org/data/derivative_storage/CNM.csv'. [2025-10-09T22:46:45.189950] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNM'. [2025-10-09T22:46:45.190242] [INFO ] [FORECASTER] Starting predict_future for CNM [2025-10-09T22:46:45.215459] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:45.216276] [DEBUG] [LOCAL ] No optimal features file found for CNM: ./output/feature-sets/CNM.txt [2025-10-09T22:46:45.216329] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:45.216364] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:45.216391] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:45.216446] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:45.233822] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:45.234360] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:45.234442] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:45.234475] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:45.272619] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:45.272791] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:45.272835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:45.272865] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:45.276253] [DEBUG] [FORECASTER] CNM: Forecast T+1@11:T+2@11: UP (p=99.58%) [2025-10-09T22:46:45.276530] [INFO ] [FORECASTER] Completed predict_future for CNM [2025-10-09T22:46:45.276689] [INFO ] [sig ] CNM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:45.418686] [INFO ] [LOCAL ] Saved forecast: CNM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CNM.txt [2025-10-09T22:46:45.418933] [WARN ] [sig ] [463/2211] Failed CNM after 0.2s | 4.53 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:45.419011] [INFO ] [sig ] [464/2211] Forecasting CNMD... [2025-10-09T22:46:45.419061] [INFO ] [sig ] Generating forecast for: CNMD [2025-10-09T22:46:45.419094] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNMD' from 'https://tdm.silogroup.org/data/derivative_storage/CNMD.csv'. [2025-10-09T22:46:45.428831] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNMD'. [2025-10-09T22:46:45.429159] [INFO ] [FORECASTER] Starting predict_future for CNMD [2025-10-09T22:46:45.454487] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:45.455249] [DEBUG] [LOCAL ] No optimal features file found for CNMD: ./output/feature-sets/CNMD.txt [2025-10-09T22:46:45.455304] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:45.455337] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:45.455364] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:45.455420] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:45.472542] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:45.473124] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:45.473206] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:45.473239] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:45.510014] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:45.510107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:45.510143] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:45.510170] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:45.513307] [DEBUG] [FORECASTER] CNMD: Forecast T+1@11:T+2@11: UP (p=94.32%) [2025-10-09T22:46:45.513573] [INFO ] [FORECASTER] Completed predict_future for CNMD [2025-10-09T22:46:45.513741] [INFO ] [sig ] CNMD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:45.656544] [INFO ] [LOCAL ] Saved forecast: CNMD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CNMD.txt [2025-10-09T22:46:45.656853] [WARN ] [sig ] [464/2211] Failed CNMD after 0.2s | 4.53 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:45.656957] [INFO ] [sig ] [465/2211] Forecasting CNNE... [2025-10-09T22:46:45.656997] [INFO ] [sig ] Generating forecast for: CNNE [2025-10-09T22:46:45.657030] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNNE' from 'https://tdm.silogroup.org/data/derivative_storage/CNNE.csv'. [2025-10-09T22:46:45.667152] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNNE'. [2025-10-09T22:46:45.667438] [INFO ] [FORECASTER] Starting predict_future for CNNE [2025-10-09T22:46:45.692819] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:45.693623] [DEBUG] [LOCAL ] No optimal features file found for CNNE: ./output/feature-sets/CNNE.txt [2025-10-09T22:46:45.693704] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:45.693747] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:45.693776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:45.693833] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:45.711442] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:45.712234] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:45.712324] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:45.712359] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:45.760004] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:45.760198] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:45.760241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:45.760271] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:45.764011] [DEBUG] [FORECASTER] CNNE: Forecast T+1@11:T+2@11: UP (p=99.09%) [2025-10-09T22:46:45.764323] [INFO ] [FORECASTER] Completed predict_future for CNNE [2025-10-09T22:46:45.764474] [INFO ] [sig ] CNNE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:45.912140] [INFO ] [LOCAL ] Saved forecast: CNNE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CNNE.txt [2025-10-09T22:46:45.912446] [WARN ] [sig ] [465/2211] Failed CNNE after 0.3s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:45.912531] [INFO ] [sig ] [466/2211] Forecasting CNO... [2025-10-09T22:46:45.912570] [INFO ] [sig ] Generating forecast for: CNO [2025-10-09T22:46:45.912603] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNO' from 'https://tdm.silogroup.org/data/derivative_storage/CNO.csv'. [2025-10-09T22:46:45.923975] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNO'. [2025-10-09T22:46:45.924363] [INFO ] [FORECASTER] Starting predict_future for CNO [2025-10-09T22:46:45.950921] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:45.951729] [DEBUG] [LOCAL ] No optimal features file found for CNO: ./output/feature-sets/CNO.txt [2025-10-09T22:46:45.951788] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:45.951823] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:45.951851] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:45.951908] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:45.970565] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:45.971449] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:45.971539] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:45.971576] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:46.008726] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:46.008916] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:46.008963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:46.008994] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:46.012577] [DEBUG] [FORECASTER] CNO: Forecast T+1@11:T+2@11: DOWN (p=21.45%) [2025-10-09T22:46:46.012901] [INFO ] [FORECASTER] Completed predict_future for CNO [2025-10-09T22:46:46.013045] [INFO ] [sig ] CNO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:46.159800] [INFO ] [LOCAL ] Saved forecast: CNO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CNO.txt [2025-10-09T22:46:46.160038] [WARN ] [sig ] [466/2211] Failed CNO after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:46.160117] [INFO ] [sig ] [467/2211] Forecasting CNP... [2025-10-09T22:46:46.160157] [INFO ] [sig ] Generating forecast for: CNP [2025-10-09T22:46:46.160190] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNP' from 'https://tdm.silogroup.org/data/derivative_storage/CNP.csv'. [2025-10-09T22:46:46.170260] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNP'. [2025-10-09T22:46:46.170588] [INFO ] [FORECASTER] Starting predict_future for CNP [2025-10-09T22:46:46.197059] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:46.197885] [DEBUG] [LOCAL ] No optimal features file found for CNP: ./output/feature-sets/CNP.txt [2025-10-09T22:46:46.197941] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:46.197976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:46.198004] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:46.198061] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:46.215996] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:46.216687] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:46.216776] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:46.216812] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:46.251005] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:46.251101] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:46.251138] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:46.251166] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:46.254336] [DEBUG] [FORECASTER] CNP: Forecast T+1@11:T+2@11: DOWN (p=4.23%) [2025-10-09T22:46:46.254609] [INFO ] [FORECASTER] Completed predict_future for CNP [2025-10-09T22:46:46.254782] [INFO ] [sig ] CNP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:46.399512] [INFO ] [LOCAL ] Saved forecast: CNP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CNP.txt [2025-10-09T22:46:46.399780] [WARN ] [sig ] [467/2211] Failed CNP after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:46.399862] [INFO ] [sig ] [468/2211] Forecasting CNQ... [2025-10-09T22:46:46.399903] [INFO ] [sig ] Generating forecast for: CNQ [2025-10-09T22:46:46.399934] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNQ' from 'https://tdm.silogroup.org/data/derivative_storage/CNQ.csv'. [2025-10-09T22:46:46.412100] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNQ'. [2025-10-09T22:46:46.412623] [INFO ] [FORECASTER] Starting predict_future for CNQ [2025-10-09T22:46:46.438665] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:46.439423] [DEBUG] [LOCAL ] No optimal features file found for CNQ: ./output/feature-sets/CNQ.txt [2025-10-09T22:46:46.439478] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:46.439511] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:46.439539] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:46.439594] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:46.456769] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:46.457326] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:46.457410] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:46.457444] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:46.502468] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:46.502576] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:46.502616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:46.502676] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:46.506098] [DEBUG] [FORECASTER] CNQ: Forecast T+1@11:T+2@11: DOWN (p=22.76%) [2025-10-09T22:46:46.506377] [INFO ] [FORECASTER] Completed predict_future for CNQ [2025-10-09T22:46:46.506509] [INFO ] [sig ] CNQ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:46.648621] [INFO ] [LOCAL ] Saved forecast: CNQ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CNQ.txt [2025-10-09T22:46:46.648885] [WARN ] [sig ] [468/2211] Failed CNQ after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:46.648965] [INFO ] [sig ] [469/2211] Forecasting CNS... [2025-10-09T22:46:46.649004] [INFO ] [sig ] Generating forecast for: CNS [2025-10-09T22:46:46.649036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNS' from 'https://tdm.silogroup.org/data/derivative_storage/CNS.csv'. [2025-10-09T22:46:46.658184] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNS'. [2025-10-09T22:46:46.658476] [INFO ] [FORECASTER] Starting predict_future for CNS [2025-10-09T22:46:46.683682] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:46.684395] [DEBUG] [LOCAL ] No optimal features file found for CNS: ./output/feature-sets/CNS.txt [2025-10-09T22:46:46.684449] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:46.684482] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:46.684509] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:46.684565] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:46.702155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:46.702735] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:46.702822] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:46.702856] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:46.737232] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:46.737322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:46.737358] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:46.737387] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:46.740539] [DEBUG] [FORECASTER] CNS: Forecast T+1@11:T+2@11: UP (p=82.01%) [2025-10-09T22:46:46.740844] [INFO ] [FORECASTER] Completed predict_future for CNS [2025-10-09T22:46:46.740978] [INFO ] [sig ] CNS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:46.889159] [INFO ] [LOCAL ] Saved forecast: CNS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CNS.txt [2025-10-09T22:46:46.889492] [WARN ] [sig ] [469/2211] Failed CNS after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:46.889577] [INFO ] [sig ] [470/2211] Forecasting CNX... [2025-10-09T22:46:46.889618] [INFO ] [sig ] Generating forecast for: CNX [2025-10-09T22:46:46.889679] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CNX' from 'https://tdm.silogroup.org/data/derivative_storage/CNX.csv'. [2025-10-09T22:46:46.900666] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CNX'. [2025-10-09T22:46:46.900973] [INFO ] [FORECASTER] Starting predict_future for CNX [2025-10-09T22:46:46.927178] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:46.927961] [DEBUG] [LOCAL ] No optimal features file found for CNX: ./output/feature-sets/CNX.txt [2025-10-09T22:46:46.928021] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:46.928056] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:46.928084] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:46.928140] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:46.945426] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:46.946108] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:46.946205] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:46.946259] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:46.980233] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:46.980326] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:46.980361] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:46.980391] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:46.983512] [DEBUG] [FORECASTER] CNX: Forecast T+1@11:T+2@11: DOWN (p=27.50%) [2025-10-09T22:46:46.983818] [INFO ] [FORECASTER] Completed predict_future for CNX [2025-10-09T22:46:46.983949] [INFO ] [sig ] CNX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:47.126773] [INFO ] [LOCAL ] Saved forecast: CNX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CNX.txt [2025-10-09T22:46:47.126987] [WARN ] [sig ] [470/2211] Failed CNX after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:47.127062] [INFO ] [sig ] [471/2211] Forecasting CODI... [2025-10-09T22:46:47.127141] [INFO ] [sig ] Generating forecast for: CODI [2025-10-09T22:46:47.127188] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CODI' from 'https://tdm.silogroup.org/data/derivative_storage/CODI.csv'. [2025-10-09T22:46:47.137178] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CODI'. [2025-10-09T22:46:47.137488] [INFO ] [FORECASTER] Starting predict_future for CODI [2025-10-09T22:46:47.162963] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:47.163709] [DEBUG] [LOCAL ] No optimal features file found for CODI: ./output/feature-sets/CODI.txt [2025-10-09T22:46:47.163765] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:47.163804] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:47.163831] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:47.163887] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:47.181464] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:47.182050] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:47.182134] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:47.182167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:47.222515] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:47.222602] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:47.222637] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:47.222710] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:47.225826] [DEBUG] [FORECASTER] CODI: Forecast T+1@11:T+2@11: UP (p=78.25%) [2025-10-09T22:46:47.226082] [INFO ] [FORECASTER] Completed predict_future for CODI [2025-10-09T22:46:47.226216] [INFO ] [sig ] CODI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:47.368282] [INFO ] [LOCAL ] Saved forecast: CODI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CODI.txt [2025-10-09T22:46:47.368502] [WARN ] [sig ] [471/2211] Failed CODI after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:47.368579] [INFO ] [sig ] [472/2211] Forecasting COF... [2025-10-09T22:46:47.368618] [INFO ] [sig ] Generating forecast for: COF [2025-10-09T22:46:47.368679] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COF' from 'https://tdm.silogroup.org/data/derivative_storage/COF.csv'. [2025-10-09T22:46:47.379299] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COF'. [2025-10-09T22:46:47.379567] [INFO ] [FORECASTER] Starting predict_future for COF [2025-10-09T22:46:47.404998] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:47.405865] [DEBUG] [LOCAL ] No optimal features file found for COF: ./output/feature-sets/COF.txt [2025-10-09T22:46:47.405921] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:47.405955] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:47.405983] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:47.406040] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:47.423599] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:47.424260] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:47.424347] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:47.424382] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:47.460341] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:47.460429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:47.460464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:47.460492] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:47.463609] [DEBUG] [FORECASTER] COF: Forecast T+1@11:T+2@11: UP (p=96.76%) [2025-10-09T22:46:47.463927] [INFO ] [FORECASTER] Completed predict_future for COF [2025-10-09T22:46:47.464061] [INFO ] [sig ] COF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:47.610883] [INFO ] [LOCAL ] Saved forecast: COF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/COF.txt [2025-10-09T22:46:47.611128] [WARN ] [sig ] [472/2211] Failed COF after 0.2s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:47.611210] [INFO ] [sig ] [473/2211] Forecasting COHR... [2025-10-09T22:46:47.611250] [INFO ] [sig ] Generating forecast for: COHR [2025-10-09T22:46:47.611282] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COHR' from 'https://tdm.silogroup.org/data/derivative_storage/COHR.csv'. [2025-10-09T22:46:47.622748] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COHR'. [2025-10-09T22:46:47.623123] [INFO ] [FORECASTER] Starting predict_future for COHR [2025-10-09T22:46:47.649592] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:47.650361] [DEBUG] [LOCAL ] No optimal features file found for COHR: ./output/feature-sets/COHR.txt [2025-10-09T22:46:47.650418] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:47.650451] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:47.650478] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:47.650533] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:47.667872] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:47.668475] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:47.668581] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:47.668634] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:47.706384] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:47.706566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:47.706675] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:47.706755] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:47.710801] [DEBUG] [FORECASTER] COHR: Forecast T+1@11:T+2@11: UP (p=88.54%) [2025-10-09T22:46:47.711100] [INFO ] [FORECASTER] Completed predict_future for COHR [2025-10-09T22:46:47.711244] [INFO ] [sig ] COHR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:47.890291] [INFO ] [LOCAL ] Saved forecast: COHR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/COHR.txt [2025-10-09T22:46:47.890544] [WARN ] [sig ] [473/2211] Failed COHR after 0.3s | 4.52 sym/s | Total: 1.7m | ETA: 6.4m [2025-10-09T22:46:47.890637] [INFO ] [sig ] [474/2211] Forecasting COLD... [2025-10-09T22:46:47.890727] [INFO ] [sig ] Generating forecast for: COLD [2025-10-09T22:46:47.890780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COLD' from 'https://tdm.silogroup.org/data/derivative_storage/COLD.csv'. [2025-10-09T22:46:47.902036] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COLD'. [2025-10-09T22:46:47.902453] [INFO ] [FORECASTER] Starting predict_future for COLD [2025-10-09T22:46:47.932444] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:47.933220] [DEBUG] [LOCAL ] No optimal features file found for COLD: ./output/feature-sets/COLD.txt [2025-10-09T22:46:47.933317] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:47.933358] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:47.933388] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:47.933454] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:47.955222] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:47.956053] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:47.956191] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:47.956242] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:47.994331] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:47.994479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:47.994543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:47.994603] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:47.998635] [DEBUG] [FORECASTER] COLD: Forecast T+1@11:T+2@11: DOWN (p=29.93%) [2025-10-09T22:46:47.999011] [INFO ] [FORECASTER] Completed predict_future for COLD [2025-10-09T22:46:47.999165] [INFO ] [sig ] COLD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:48.176345] [INFO ] [LOCAL ] Saved forecast: COLD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/COLD.txt [2025-10-09T22:46:48.176672] [WARN ] [sig ] [474/2211] Failed COLD after 0.3s | 4.51 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:48.176771] [INFO ] [sig ] [475/2211] Forecasting COMP... [2025-10-09T22:46:48.176815] [INFO ] [sig ] Generating forecast for: COMP [2025-10-09T22:46:48.176848] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COMP' from 'https://tdm.silogroup.org/data/derivative_storage/COMP.csv'. [2025-10-09T22:46:48.187887] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COMP'. [2025-10-09T22:46:48.188265] [INFO ] [FORECASTER] Starting predict_future for COMP [2025-10-09T22:46:48.218294] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:48.219098] [DEBUG] [LOCAL ] No optimal features file found for COMP: ./output/feature-sets/COMP.txt [2025-10-09T22:46:48.219154] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:48.219188] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:48.219216] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:48.219274] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:48.239554] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:48.240684] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:48.240785] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:48.240822] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:48.290127] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:48.290291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:48.290334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:48.290362] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:48.294278] [DEBUG] [FORECASTER] COMP: Forecast T+1@11:T+2@11: UP (p=93.61%) [2025-10-09T22:46:48.294599] [INFO ] [FORECASTER] Completed predict_future for COMP [2025-10-09T22:46:48.294804] [INFO ] [sig ] COMP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:48.473934] [INFO ] [LOCAL ] Saved forecast: COMP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/COMP.txt [2025-10-09T22:46:48.474289] [WARN ] [sig ] [475/2211] Failed COMP after 0.3s | 4.51 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:48.474399] [INFO ] [sig ] [476/2211] Forecasting CON... [2025-10-09T22:46:48.474474] [INFO ] [sig ] Generating forecast for: CON [2025-10-09T22:46:48.474554] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CON' from 'https://tdm.silogroup.org/data/derivative_storage/CON.csv'. [2025-10-09T22:46:48.485783] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CON'. [2025-10-09T22:46:48.486146] [INFO ] [FORECASTER] Starting predict_future for CON [2025-10-09T22:46:48.517078] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:48.518019] [DEBUG] [LOCAL ] No optimal features file found for CON: ./output/feature-sets/CON.txt [2025-10-09T22:46:48.518116] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:48.518170] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:48.518201] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:48.518259] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:48.540887] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:48.541744] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:48.541861] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:48.541917] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:48.581990] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:48.582135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:48.582177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:48.582207] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:48.586476] [DEBUG] [FORECASTER] CON: Forecast T+1@11:T+2@11: DOWN (p=46.31%) [2025-10-09T22:46:48.586821] [INFO ] [FORECASTER] Completed predict_future for CON [2025-10-09T22:46:48.586972] [INFO ] [sig ] CON: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:48.772678] [INFO ] [LOCAL ] Saved forecast: CON 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CON.txt [2025-10-09T22:46:48.772964] [WARN ] [sig ] [476/2211] Failed CON after 0.3s | 4.51 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:48.773045] [INFO ] [sig ] [477/2211] Forecasting COOK... [2025-10-09T22:46:48.773086] [INFO ] [sig ] Generating forecast for: COOK [2025-10-09T22:46:48.773118] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COOK' from 'https://tdm.silogroup.org/data/derivative_storage/COOK.csv'. [2025-10-09T22:46:48.784119] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COOK'. [2025-10-09T22:46:48.784450] [INFO ] [FORECASTER] Starting predict_future for COOK [2025-10-09T22:46:48.812979] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:48.813885] [DEBUG] [LOCAL ] No optimal features file found for COOK: ./output/feature-sets/COOK.txt [2025-10-09T22:46:48.813943] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:48.813978] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:48.814005] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:48.814062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:48.835027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:48.835732] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:48.835825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:48.835859] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:48.883542] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:48.883699] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:48.883788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:48.883820] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:48.890068] [DEBUG] [FORECASTER] COOK: Forecast T+1@11:T+2@11: DOWN (p=18.68%) [2025-10-09T22:46:48.890413] [INFO ] [FORECASTER] Completed predict_future for COOK [2025-10-09T22:46:48.890579] [INFO ] [sig ] COOK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:49.067385] [INFO ] [LOCAL ] Saved forecast: COOK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/COOK.txt [2025-10-09T22:46:49.067669] [WARN ] [sig ] [477/2211] Failed COOK after 0.3s | 4.50 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:49.067757] [INFO ] [sig ] [478/2211] Forecasting COP... [2025-10-09T22:46:49.067809] [INFO ] [sig ] Generating forecast for: COP [2025-10-09T22:46:49.067845] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COP' from 'https://tdm.silogroup.org/data/derivative_storage/COP.csv'. [2025-10-09T22:46:49.078503] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COP'. [2025-10-09T22:46:49.078895] [INFO ] [FORECASTER] Starting predict_future for COP [2025-10-09T22:46:49.114689] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:49.115560] [DEBUG] [LOCAL ] No optimal features file found for COP: ./output/feature-sets/COP.txt [2025-10-09T22:46:49.115619] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:49.115688] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:49.115734] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:49.115800] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:49.138429] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:49.139126] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:49.139218] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:49.139253] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:49.216087] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:49.216299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:49.216371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:49.216427] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:49.221310] [DEBUG] [FORECASTER] COP: Forecast T+1@11:T+2@11: UP (p=98.22%) [2025-10-09T22:46:49.221727] [INFO ] [FORECASTER] Completed predict_future for COP [2025-10-09T22:46:49.221922] [INFO ] [sig ] COP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:49.412627] [INFO ] [LOCAL ] Saved forecast: COP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/COP.txt [2025-10-09T22:46:49.412917] [WARN ] [sig ] [478/2211] Failed COP after 0.3s | 4.50 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:49.413008] [INFO ] [sig ] [479/2211] Forecasting COR... [2025-10-09T22:46:49.413075] [INFO ] [sig ] Generating forecast for: COR [2025-10-09T22:46:49.413149] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COR' from 'https://tdm.silogroup.org/data/derivative_storage/COR.csv'. [2025-10-09T22:46:49.425283] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COR'. [2025-10-09T22:46:49.425701] [INFO ] [FORECASTER] Starting predict_future for COR [2025-10-09T22:46:49.451501] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:49.452239] [DEBUG] [LOCAL ] No optimal features file found for COR: ./output/feature-sets/COR.txt [2025-10-09T22:46:49.452293] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:49.452327] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:49.452354] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:49.452409] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:49.469888] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:49.470421] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:49.470503] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:49.470536] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:49.514566] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:49.514674] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:49.514729] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:49.514760] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:49.517866] [DEBUG] [FORECASTER] COR: Forecast T+1@11:T+2@11: DOWN (p=24.83%) [2025-10-09T22:46:49.518169] [INFO ] [FORECASTER] Completed predict_future for COR [2025-10-09T22:46:49.518312] [INFO ] [sig ] COR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:49.661400] [INFO ] [LOCAL ] Saved forecast: COR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/COR.txt [2025-10-09T22:46:49.661666] [WARN ] [sig ] [479/2211] Failed COR after 0.2s | 4.50 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:49.661748] [INFO ] [sig ] [480/2211] Forecasting COTY... [2025-10-09T22:46:49.661787] [INFO ] [sig ] Generating forecast for: COTY [2025-10-09T22:46:49.661819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COTY' from 'https://tdm.silogroup.org/data/derivative_storage/COTY.csv'. [2025-10-09T22:46:49.672570] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COTY'. [2025-10-09T22:46:49.672879] [INFO ] [FORECASTER] Starting predict_future for COTY [2025-10-09T22:46:49.698275] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:49.699011] [DEBUG] [LOCAL ] No optimal features file found for COTY: ./output/feature-sets/COTY.txt [2025-10-09T22:46:49.699064] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:49.699097] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:49.699123] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:49.699179] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:49.716367] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:49.716946] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:49.717028] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:49.717061] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:49.762017] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:49.762107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:49.762143] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:49.762170] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:49.765391] [DEBUG] [FORECASTER] COTY: Forecast T+1@11:T+2@11: DOWN (p=41.33%) [2025-10-09T22:46:49.765680] [INFO ] [FORECASTER] Completed predict_future for COTY [2025-10-09T22:46:49.765833] [INFO ] [sig ] COTY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:49.907734] [INFO ] [LOCAL ] Saved forecast: COTY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/COTY.txt [2025-10-09T22:46:49.907957] [WARN ] [sig ] [480/2211] Failed COTY after 0.2s | 4.50 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:49.908035] [INFO ] [sig ] [481/2211] Forecasting COUR... [2025-10-09T22:46:49.908073] [INFO ] [sig ] Generating forecast for: COUR [2025-10-09T22:46:49.908104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'COUR' from 'https://tdm.silogroup.org/data/derivative_storage/COUR.csv'. [2025-10-09T22:46:49.918236] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'COUR'. [2025-10-09T22:46:49.918502] [INFO ] [FORECASTER] Starting predict_future for COUR [2025-10-09T22:46:49.943682] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:49.944370] [DEBUG] [LOCAL ] No optimal features file found for COUR: ./output/feature-sets/COUR.txt [2025-10-09T22:46:49.944423] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:49.944456] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:49.944482] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:49.944538] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:49.961826] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:49.962381] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:49.962480] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:49.962514] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:50.011199] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:50.011283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:50.011317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:50.011345] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:50.014474] [DEBUG] [FORECASTER] COUR: Forecast T+1@11:T+2@11: UP (p=93.11%) [2025-10-09T22:46:50.014779] [INFO ] [FORECASTER] Completed predict_future for COUR [2025-10-09T22:46:50.014930] [INFO ] [sig ] COUR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:50.157787] [INFO ] [LOCAL ] Saved forecast: COUR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/COUR.txt [2025-10-09T22:46:50.158000] [WARN ] [sig ] [481/2211] Failed COUR after 0.2s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:50.158076] [INFO ] [sig ] [482/2211] Forecasting CP... [2025-10-09T22:46:50.158114] [INFO ] [sig ] Generating forecast for: CP [2025-10-09T22:46:50.158145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CP' from 'https://tdm.silogroup.org/data/derivative_storage/CP.csv'. [2025-10-09T22:46:50.168162] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CP'. [2025-10-09T22:46:50.168428] [INFO ] [FORECASTER] Starting predict_future for CP [2025-10-09T22:46:50.193732] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:50.194424] [DEBUG] [LOCAL ] No optimal features file found for CP: ./output/feature-sets/CP.txt [2025-10-09T22:46:50.194477] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:50.194510] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:50.194536] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:50.194592] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:50.211847] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:50.212386] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:50.212467] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:50.212499] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:50.252964] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:50.253043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:50.253078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:50.253106] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:50.256155] [DEBUG] [FORECASTER] CP: Forecast T+1@11:T+2@11: DOWN (p=38.42%) [2025-10-09T22:46:50.256423] [INFO ] [FORECASTER] Completed predict_future for CP [2025-10-09T22:46:50.256564] [INFO ] [sig ] CP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:50.402727] [INFO ] [LOCAL ] Saved forecast: CP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CP.txt [2025-10-09T22:46:50.403062] [WARN ] [sig ] [482/2211] Failed CP after 0.2s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:50.403145] [INFO ] [sig ] [483/2211] Forecasting CPA... [2025-10-09T22:46:50.403184] [INFO ] [sig ] Generating forecast for: CPA [2025-10-09T22:46:50.403217] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPA' from 'https://tdm.silogroup.org/data/derivative_storage/CPA.csv'. [2025-10-09T22:46:50.415763] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CPA'. [2025-10-09T22:46:50.416165] [INFO ] [FORECASTER] Starting predict_future for CPA [2025-10-09T22:46:50.442318] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:50.443041] [DEBUG] [LOCAL ] No optimal features file found for CPA: ./output/feature-sets/CPA.txt [2025-10-09T22:46:50.443113] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:50.443146] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:50.443172] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:50.443228] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:50.460484] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:50.461084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:50.461165] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:50.461197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:50.500053] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:50.500143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:50.500177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:50.500204] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:50.503263] [DEBUG] [FORECASTER] CPA: Forecast T+1@11:T+2@11: UP (p=71.28%) [2025-10-09T22:46:50.503526] [INFO ] [FORECASTER] Completed predict_future for CPA [2025-10-09T22:46:50.503688] [INFO ] [sig ] CPA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:50.647275] [INFO ] [LOCAL ] Saved forecast: CPA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CPA.txt [2025-10-09T22:46:50.647503] [WARN ] [sig ] [483/2211] Failed CPA after 0.2s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:50.647599] [INFO ] [sig ] [484/2211] Forecasting CPAY... [2025-10-09T22:46:50.647686] [INFO ] [sig ] Generating forecast for: CPAY [2025-10-09T22:46:50.647744] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPAY' from 'https://tdm.silogroup.org/data/derivative_storage/CPAY.csv'. [2025-10-09T22:46:50.658008] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CPAY'. [2025-10-09T22:46:50.658321] [INFO ] [FORECASTER] Starting predict_future for CPAY [2025-10-09T22:46:50.684197] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:50.684978] [DEBUG] [LOCAL ] No optimal features file found for CPAY: ./output/feature-sets/CPAY.txt [2025-10-09T22:46:50.685034] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:50.685069] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:50.685097] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:50.685159] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:50.703602] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:50.704236] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:50.704325] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:50.704359] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:50.733707] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:50.733797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:50.733835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:50.733863] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:50.736893] [DEBUG] [FORECASTER] CPAY: Forecast T+1@11:T+2@11: UP (p=90.03%) [2025-10-09T22:46:50.737151] [INFO ] [FORECASTER] Completed predict_future for CPAY [2025-10-09T22:46:50.737276] [INFO ] [sig ] CPAY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:50.889105] [INFO ] [LOCAL ] Saved forecast: CPAY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CPAY.txt [2025-10-09T22:46:50.889384] [WARN ] [sig ] [484/2211] Failed CPAY after 0.2s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:50.889465] [INFO ] [sig ] [485/2211] Forecasting CPF... [2025-10-09T22:46:50.889506] [INFO ] [sig ] Generating forecast for: CPF [2025-10-09T22:46:50.889558] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPF' from 'https://tdm.silogroup.org/data/derivative_storage/CPF.csv'. [2025-10-09T22:46:50.900828] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CPF'. [2025-10-09T22:46:50.901236] [INFO ] [FORECASTER] Starting predict_future for CPF [2025-10-09T22:46:50.927713] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:50.928573] [DEBUG] [LOCAL ] No optimal features file found for CPF: ./output/feature-sets/CPF.txt [2025-10-09T22:46:50.928635] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:50.928712] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:50.928747] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:50.928805] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:50.950548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:50.951478] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:50.951572] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:50.951608] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:50.998240] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:50.998463] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:50.998538] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:50.998594] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:51.004530] [DEBUG] [FORECASTER] CPF: Forecast T+1@11:T+2@11: UP (p=85.09%) [2025-10-09T22:46:51.005024] [INFO ] [FORECASTER] Completed predict_future for CPF [2025-10-09T22:46:51.005247] [INFO ] [sig ] CPF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:51.233571] [INFO ] [LOCAL ] Saved forecast: CPF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CPF.txt [2025-10-09T22:46:51.233941] [WARN ] [sig ] [485/2211] Failed CPF after 0.3s | 4.49 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:51.234028] [INFO ] [sig ] [486/2211] Forecasting CPK... [2025-10-09T22:46:51.234068] [INFO ] [sig ] Generating forecast for: CPK [2025-10-09T22:46:51.234101] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPK' from 'https://tdm.silogroup.org/data/derivative_storage/CPK.csv'. [2025-10-09T22:46:51.245178] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CPK'. [2025-10-09T22:46:51.245722] [INFO ] [FORECASTER] Starting predict_future for CPK [2025-10-09T22:46:51.275418] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:51.276383] [DEBUG] [LOCAL ] No optimal features file found for CPK: ./output/feature-sets/CPK.txt [2025-10-09T22:46:51.276446] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:51.276481] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:51.276510] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:51.276568] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:51.297142] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:51.298295] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:51.298421] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:51.298467] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:51.350896] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:51.351335] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:51.351419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:51.351479] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:51.364133] [DEBUG] [FORECASTER] CPK: Forecast T+1@11:T+2@11: DOWN (p=47.12%) [2025-10-09T22:46:51.365350] [INFO ] [FORECASTER] Completed predict_future for CPK [2025-10-09T22:46:51.365715] [INFO ] [sig ] CPK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:51.601833] [INFO ] [LOCAL ] Saved forecast: CPK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CPK.txt [2025-10-09T22:46:51.602430] [WARN ] [sig ] [486/2211] Failed CPK after 0.4s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:51.602552] [INFO ] [sig ] [487/2211] Forecasting CPNG... [2025-10-09T22:46:51.602623] [INFO ] [sig ] Generating forecast for: CPNG [2025-10-09T22:46:51.602727] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPNG' from 'https://tdm.silogroup.org/data/derivative_storage/CPNG.csv'. [2025-10-09T22:46:51.623267] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CPNG'. [2025-10-09T22:46:51.624075] [INFO ] [FORECASTER] Starting predict_future for CPNG [2025-10-09T22:46:51.661537] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:51.663028] [DEBUG] [LOCAL ] No optimal features file found for CPNG: ./output/feature-sets/CPNG.txt [2025-10-09T22:46:51.663106] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:51.663158] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:51.663209] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:51.663297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:51.693792] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:51.695505] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:51.695797] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:51.695871] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:51.760968] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:51.761256] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:51.761319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:51.761356] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:51.766621] [DEBUG] [FORECASTER] CPNG: Forecast T+1@11:T+2@11: UP (p=63.06%) [2025-10-09T22:46:51.767227] [INFO ] [FORECASTER] Completed predict_future for CPNG [2025-10-09T22:46:51.767424] [INFO ] [sig ] CPNG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:51.970010] [INFO ] [LOCAL ] Saved forecast: CPNG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CPNG.txt [2025-10-09T22:46:51.970434] [WARN ] [sig ] [487/2211] Failed CPNG after 0.4s | 4.47 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:51.970530] [INFO ] [sig ] [488/2211] Forecasting CPRI... [2025-10-09T22:46:51.970600] [INFO ] [sig ] Generating forecast for: CPRI [2025-10-09T22:46:51.970666] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPRI' from 'https://tdm.silogroup.org/data/derivative_storage/CPRI.csv'. [2025-10-09T22:46:51.976899] [WARN ] [REMOTE ] Historical data not found for symbol 'CPRI' (404). [2025-10-09T22:46:51.977236] [FATAL] [sig ] CPRI: No historical data fetched. [2025-10-09T22:46:51.977428] [WARN ] [sig ] [488/2211] Failed CPRI after 0.0s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:51.977527] [INFO ] [sig ] [489/2211] Forecasting CPS... [2025-10-09T22:46:51.977671] [INFO ] [sig ] Generating forecast for: CPS [2025-10-09T22:46:51.977733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPS' from 'https://tdm.silogroup.org/data/derivative_storage/CPS.csv'. [2025-10-09T22:46:51.988003] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CPS'. [2025-10-09T22:46:51.988597] [INFO ] [FORECASTER] Starting predict_future for CPS [2025-10-09T22:46:52.019176] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:52.020116] [DEBUG] [LOCAL ] No optimal features file found for CPS: ./output/feature-sets/CPS.txt [2025-10-09T22:46:52.020208] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:52.020248] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:52.020277] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:52.020341] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:52.040704] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:52.041900] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:52.042197] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:52.042233] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:52.087410] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:52.087724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:52.087790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:52.087827] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:52.092196] [DEBUG] [FORECASTER] CPS: Forecast T+1@11:T+2@11: DOWN (p=31.23%) [2025-10-09T22:46:52.092523] [INFO ] [FORECASTER] Completed predict_future for CPS [2025-10-09T22:46:52.092715] [INFO ] [sig ] CPS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:52.279984] [INFO ] [LOCAL ] Saved forecast: CPS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CPS.txt [2025-10-09T22:46:52.280380] [WARN ] [sig ] [489/2211] Failed CPS after 0.3s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:52.280471] [INFO ] [sig ] [490/2211] Forecasting CPT... [2025-10-09T22:46:52.280514] [INFO ] [sig ] Generating forecast for: CPT [2025-10-09T22:46:52.280549] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CPT' from 'https://tdm.silogroup.org/data/derivative_storage/CPT.csv'. [2025-10-09T22:46:52.293321] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CPT'. [2025-10-09T22:46:52.293801] [INFO ] [FORECASTER] Starting predict_future for CPT [2025-10-09T22:46:52.320958] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:52.321954] [DEBUG] [LOCAL ] No optimal features file found for CPT: ./output/feature-sets/CPT.txt [2025-10-09T22:46:52.322011] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:52.322047] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:52.322075] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:52.322132] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:52.339593] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:52.340211] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:52.340302] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:52.340336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:52.386987] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:52.387106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:52.387146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:52.387175] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:52.390607] [DEBUG] [FORECASTER] CPT: Forecast T+1@11:T+2@11: DOWN (p=25.54%) [2025-10-09T22:46:52.390921] [INFO ] [FORECASTER] Completed predict_future for CPT [2025-10-09T22:46:52.391075] [INFO ] [sig ] CPT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:52.541190] [INFO ] [LOCAL ] Saved forecast: CPT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CPT.txt [2025-10-09T22:46:52.541461] [WARN ] [sig ] [490/2211] Failed CPT after 0.3s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:52.541540] [INFO ] [sig ] [491/2211] Forecasting CQP... [2025-10-09T22:46:52.541581] [INFO ] [sig ] Generating forecast for: CQP [2025-10-09T22:46:52.541624] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CQP' from 'https://tdm.silogroup.org/data/derivative_storage/CQP.csv'. [2025-10-09T22:46:52.552054] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CQP'. [2025-10-09T22:46:52.552344] [INFO ] [FORECASTER] Starting predict_future for CQP [2025-10-09T22:46:52.578417] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:52.579351] [DEBUG] [LOCAL ] No optimal features file found for CQP: ./output/feature-sets/CQP.txt [2025-10-09T22:46:52.579408] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:52.579443] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:52.579472] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:52.579530] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:52.597194] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:52.597953] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:52.598069] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:52.598125] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:52.642765] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:52.642939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:52.642983] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:52.643011] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:52.646593] [DEBUG] [FORECASTER] CQP: Forecast T+1@11:T+2@11: DOWN (p=3.32%) [2025-10-09T22:46:52.646914] [INFO ] [FORECASTER] Completed predict_future for CQP [2025-10-09T22:46:52.647061] [INFO ] [sig ] CQP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:52.790334] [INFO ] [LOCAL ] Saved forecast: CQP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CQP.txt [2025-10-09T22:46:52.790565] [WARN ] [sig ] [491/2211] Failed CQP after 0.2s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:52.790666] [INFO ] [sig ] [492/2211] Forecasting CR... [2025-10-09T22:46:52.790731] [INFO ] [sig ] Generating forecast for: CR [2025-10-09T22:46:52.790766] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CR' from 'https://tdm.silogroup.org/data/derivative_storage/CR.csv'. [2025-10-09T22:46:52.802103] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CR'. [2025-10-09T22:46:52.802432] [INFO ] [FORECASTER] Starting predict_future for CR [2025-10-09T22:46:52.827997] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:52.828708] [DEBUG] [LOCAL ] No optimal features file found for CR: ./output/feature-sets/CR.txt [2025-10-09T22:46:52.828764] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:52.828798] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:52.828825] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:52.828882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:52.846158] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:52.846746] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:52.846829] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:52.846862] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:52.892959] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:52.893100] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:52.893139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:52.893168] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:52.896545] [DEBUG] [FORECASTER] CR: Forecast T+1@11:T+2@11: UP (p=91.60%) [2025-10-09T22:46:52.896873] [INFO ] [FORECASTER] Completed predict_future for CR [2025-10-09T22:46:52.897027] [INFO ] [sig ] CR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:53.041728] [INFO ] [LOCAL ] Saved forecast: CR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CR.txt [2025-10-09T22:46:53.041971] [WARN ] [sig ] [492/2211] Failed CR after 0.3s | 4.48 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:53.042052] [INFO ] [sig ] [493/2211] Forecasting CRBD... [2025-10-09T22:46:53.042092] [INFO ] [sig ] Generating forecast for: CRBD [2025-10-09T22:46:53.042124] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRBD' from 'https://tdm.silogroup.org/data/derivative_storage/CRBD.csv'. [2025-10-09T22:46:53.054218] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRBD'. [2025-10-09T22:46:53.054801] [INFO ] [FORECASTER] Starting predict_future for CRBD [2025-10-09T22:46:53.083600] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:53.084612] [DEBUG] [LOCAL ] No optimal features file found for CRBD: ./output/feature-sets/CRBD.txt [2025-10-09T22:46:53.084696] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:53.084745] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:53.084776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:53.084836] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:53.103692] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:53.104418] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:53.104517] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:53.104552] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:53.153544] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:53.153841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:53.153910] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:53.153986] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:53.158663] [DEBUG] [FORECASTER] CRBD: Forecast T+1@11:T+2@11: UP (p=70.82%) [2025-10-09T22:46:53.159001] [INFO ] [FORECASTER] Completed predict_future for CRBD [2025-10-09T22:46:53.159165] [INFO ] [sig ] CRBD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:53.329494] [INFO ] [LOCAL ] Saved forecast: CRBD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRBD.txt [2025-10-09T22:46:53.329904] [WARN ] [sig ] [493/2211] Failed CRBD after 0.3s | 4.47 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:53.330000] [INFO ] [sig ] [494/2211] Forecasting CRBG... [2025-10-09T22:46:53.330040] [INFO ] [sig ] Generating forecast for: CRBG [2025-10-09T22:46:53.330075] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRBG' from 'https://tdm.silogroup.org/data/derivative_storage/CRBG.csv'. [2025-10-09T22:46:53.341006] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRBG'. [2025-10-09T22:46:53.341451] [INFO ] [FORECASTER] Starting predict_future for CRBG [2025-10-09T22:46:53.369041] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:53.369928] [DEBUG] [LOCAL ] No optimal features file found for CRBG: ./output/feature-sets/CRBG.txt [2025-10-09T22:46:53.369990] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:53.370029] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:53.370059] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:53.370120] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:53.389188] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:53.390411] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:53.390533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:53.390602] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:53.438831] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:53.439095] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:53.439144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:53.439174] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:53.443414] [DEBUG] [FORECASTER] CRBG: Forecast T+1@11:T+2@11: UP (p=94.92%) [2025-10-09T22:46:53.443840] [INFO ] [FORECASTER] Completed predict_future for CRBG [2025-10-09T22:46:53.444014] [INFO ] [sig ] CRBG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:53.643307] [INFO ] [LOCAL ] Saved forecast: CRBG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRBG.txt [2025-10-09T22:46:53.643886] [WARN ] [sig ] [494/2211] Failed CRBG after 0.3s | 4.47 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:53.644009] [INFO ] [sig ] [495/2211] Forecasting CRC... [2025-10-09T22:46:53.644078] [INFO ] [sig ] Generating forecast for: CRC [2025-10-09T22:46:53.644127] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRC' from 'https://tdm.silogroup.org/data/derivative_storage/CRC.csv'. [2025-10-09T22:46:53.657733] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRC'. [2025-10-09T22:46:53.658390] [INFO ] [FORECASTER] Starting predict_future for CRC [2025-10-09T22:46:53.693621] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:53.694904] [DEBUG] [LOCAL ] No optimal features file found for CRC: ./output/feature-sets/CRC.txt [2025-10-09T22:46:53.694984] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:53.695051] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:53.695092] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:53.695187] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:53.723098] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:53.724569] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:53.724728] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:53.724850] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:53.787769] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:53.788088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:53.788177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:53.788229] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:53.794407] [DEBUG] [FORECASTER] CRC: Forecast T+1@11:T+2@11: UP (p=86.34%) [2025-10-09T22:46:53.794827] [INFO ] [FORECASTER] Completed predict_future for CRC [2025-10-09T22:46:53.795055] [INFO ] [sig ] CRC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:53.968797] [INFO ] [LOCAL ] Saved forecast: CRC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRC.txt [2025-10-09T22:46:53.969067] [WARN ] [sig ] [495/2211] Failed CRC after 0.3s | 4.47 sym/s | Total: 1.8m | ETA: 6.4m [2025-10-09T22:46:53.969143] [INFO ] [sig ] [496/2211] Forecasting CRGY... [2025-10-09T22:46:53.969182] [INFO ] [sig ] Generating forecast for: CRGY [2025-10-09T22:46:53.969213] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRGY' from 'https://tdm.silogroup.org/data/derivative_storage/CRGY.csv'. [2025-10-09T22:46:53.979487] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRGY'. [2025-10-09T22:46:53.979860] [INFO ] [FORECASTER] Starting predict_future for CRGY [2025-10-09T22:46:54.005730] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:54.006422] [DEBUG] [LOCAL ] No optimal features file found for CRGY: ./output/feature-sets/CRGY.txt [2025-10-09T22:46:54.006514] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:54.006566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:54.006597] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:54.006675] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:54.025517] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:54.026161] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:54.026250] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:54.026284] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:54.058730] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:54.058830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:54.058867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:54.058897] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:54.062513] [DEBUG] [FORECASTER] CRGY: Forecast T+1@11:T+2@11: UP (p=67.00%) [2025-10-09T22:46:54.062850] [INFO ] [FORECASTER] Completed predict_future for CRGY [2025-10-09T22:46:54.063022] [INFO ] [sig ] CRGY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:54.209099] [INFO ] [LOCAL ] Saved forecast: CRGY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRGY.txt [2025-10-09T22:46:54.209339] [WARN ] [sig ] [496/2211] Failed CRGY after 0.2s | 4.47 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:54.209417] [INFO ] [sig ] [497/2211] Forecasting CRH... [2025-10-09T22:46:54.209456] [INFO ] [sig ] Generating forecast for: CRH [2025-10-09T22:46:54.209487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRH' from 'https://tdm.silogroup.org/data/derivative_storage/CRH.csv'. [2025-10-09T22:46:54.219257] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRH'. [2025-10-09T22:46:54.219577] [INFO ] [FORECASTER] Starting predict_future for CRH [2025-10-09T22:46:54.245439] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:54.246171] [DEBUG] [LOCAL ] No optimal features file found for CRH: ./output/feature-sets/CRH.txt [2025-10-09T22:46:54.246226] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:54.246260] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:54.246286] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:54.246342] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:54.264561] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:54.265510] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:54.265600] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:54.265634] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:54.299108] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:54.299245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:54.299299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:54.299330] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:54.302630] [DEBUG] [FORECASTER] CRH: Forecast T+1@11:T+2@11: UP (p=53.36%) [2025-10-09T22:46:54.302939] [INFO ] [FORECASTER] Completed predict_future for CRH [2025-10-09T22:46:54.303075] [INFO ] [sig ] CRH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:54.451971] [INFO ] [LOCAL ] Saved forecast: CRH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRH.txt [2025-10-09T22:46:54.452235] [WARN ] [sig ] [497/2211] Failed CRH after 0.2s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:54.452317] [INFO ] [sig ] [498/2211] Forecasting CRI... [2025-10-09T22:46:54.452356] [INFO ] [sig ] Generating forecast for: CRI [2025-10-09T22:46:54.452387] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRI' from 'https://tdm.silogroup.org/data/derivative_storage/CRI.csv'. [2025-10-09T22:46:54.461817] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRI'. [2025-10-09T22:46:54.462097] [INFO ] [FORECASTER] Starting predict_future for CRI [2025-10-09T22:46:54.487625] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:54.488366] [DEBUG] [LOCAL ] No optimal features file found for CRI: ./output/feature-sets/CRI.txt [2025-10-09T22:46:54.488420] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:54.488454] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:54.488482] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:54.488539] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:54.506930] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:54.507697] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:54.507802] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:54.507865] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:54.540426] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:54.540538] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:54.540578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:54.540607] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:54.544195] [DEBUG] [FORECASTER] CRI: Forecast T+1@11:T+2@11: UP (p=91.13%) [2025-10-09T22:46:54.544474] [INFO ] [FORECASTER] Completed predict_future for CRI [2025-10-09T22:46:54.544612] [INFO ] [sig ] CRI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:54.700203] [INFO ] [LOCAL ] Saved forecast: CRI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRI.txt [2025-10-09T22:46:54.700498] [WARN ] [sig ] [498/2211] Failed CRI after 0.2s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:54.700583] [INFO ] [sig ] [499/2211] Forecasting CRK... [2025-10-09T22:46:54.700639] [INFO ] [sig ] Generating forecast for: CRK [2025-10-09T22:46:54.700718] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRK' from 'https://tdm.silogroup.org/data/derivative_storage/CRK.csv'. [2025-10-09T22:46:54.710976] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRK'. [2025-10-09T22:46:54.711259] [INFO ] [FORECASTER] Starting predict_future for CRK [2025-10-09T22:46:54.736467] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:54.737235] [DEBUG] [LOCAL ] No optimal features file found for CRK: ./output/feature-sets/CRK.txt [2025-10-09T22:46:54.737291] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:54.737326] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:54.737354] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:54.737411] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:54.755288] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:54.755896] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:54.755979] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:54.756012] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:54.788527] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:54.788631] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:54.788705] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:54.788743] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:54.791945] [DEBUG] [FORECASTER] CRK: Forecast T+1@11:T+2@11: UP (p=78.62%) [2025-10-09T22:46:54.792211] [INFO ] [FORECASTER] Completed predict_future for CRK [2025-10-09T22:46:54.792361] [INFO ] [sig ] CRK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:54.960354] [INFO ] [LOCAL ] Saved forecast: CRK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRK.txt [2025-10-09T22:46:54.960600] [WARN ] [sig ] [499/2211] Failed CRK after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:54.960697] [INFO ] [sig ] [500/2211] Forecasting CRL... [2025-10-09T22:46:54.960741] [INFO ] [sig ] Generating forecast for: CRL [2025-10-09T22:46:54.960776] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRL' from 'https://tdm.silogroup.org/data/derivative_storage/CRL.csv'. [2025-10-09T22:46:54.971631] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRL'. [2025-10-09T22:46:54.971987] [INFO ] [FORECASTER] Starting predict_future for CRL [2025-10-09T22:46:54.997928] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:54.998705] [DEBUG] [LOCAL ] No optimal features file found for CRL: ./output/feature-sets/CRL.txt [2025-10-09T22:46:54.998762] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:54.998798] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:54.998828] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:54.998901] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:55.017122] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:55.017910] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:55.018000] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:55.018035] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:55.050740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:55.050909] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:55.050950] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:55.050984] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:55.054544] [DEBUG] [FORECASTER] CRL: Forecast T+1@11:T+2@11: DOWN (p=9.98%) [2025-10-09T22:46:55.054864] [INFO ] [FORECASTER] Completed predict_future for CRL [2025-10-09T22:46:55.055017] [INFO ] [sig ] CRL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:55.221545] [INFO ] [LOCAL ] Saved forecast: CRL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CRL.txt [2025-10-09T22:46:55.221831] [WARN ] [sig ] [500/2211] Failed CRL after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:55.221918] [INFO ] [sig ] [501/2211] Forecasting CRM... [2025-10-09T22:46:55.221962] [INFO ] [sig ] Generating forecast for: CRM [2025-10-09T22:46:55.221994] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRM' from 'https://tdm.silogroup.org/data/derivative_storage/CRM.csv'. [2025-10-09T22:46:55.231393] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRM'. [2025-10-09T22:46:55.231779] [INFO ] [FORECASTER] Starting predict_future for CRM [2025-10-09T22:46:55.257761] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:55.258589] [DEBUG] [LOCAL ] No optimal features file found for CRM: ./output/feature-sets/CRM.txt [2025-10-09T22:46:55.258668] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:55.258723] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:55.258756] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:55.258813] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:55.276421] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:55.277359] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:55.277453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:55.277488] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:55.321432] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:55.321624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:55.321704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:55.321748] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:55.325475] [DEBUG] [FORECASTER] CRM: Forecast T+1@11:T+2@11: UP (p=74.55%) [2025-10-09T22:46:55.325877] [INFO ] [FORECASTER] Completed predict_future for CRM [2025-10-09T22:46:55.326063] [INFO ] [sig ] CRM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:55.473570] [INFO ] [LOCAL ] Saved forecast: CRM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRM.txt [2025-10-09T22:46:55.473892] [WARN ] [sig ] [501/2211] Failed CRM after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:55.473992] [INFO ] [sig ] [502/2211] Forecasting CRS... [2025-10-09T22:46:55.474040] [INFO ] [sig ] Generating forecast for: CRS [2025-10-09T22:46:55.474073] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRS' from 'https://tdm.silogroup.org/data/derivative_storage/CRS.csv'. [2025-10-09T22:46:55.484768] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRS'. [2025-10-09T22:46:55.485135] [INFO ] [FORECASTER] Starting predict_future for CRS [2025-10-09T22:46:55.510850] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:55.511546] [DEBUG] [LOCAL ] No optimal features file found for CRS: ./output/feature-sets/CRS.txt [2025-10-09T22:46:55.511605] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:55.511638] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:55.511742] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:55.511810] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:55.530412] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:55.531024] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:55.531107] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:55.531140] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:55.568477] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:55.568583] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:55.568620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:55.568678] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:55.571938] [DEBUG] [FORECASTER] CRS: Forecast T+1@11:T+2@11: UP (p=94.04%) [2025-10-09T22:46:55.572212] [INFO ] [FORECASTER] Completed predict_future for CRS [2025-10-09T22:46:55.572349] [INFO ] [sig ] CRS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:55.717386] [INFO ] [LOCAL ] Saved forecast: CRS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CRS.txt [2025-10-09T22:46:55.717692] [WARN ] [sig ] [502/2211] Failed CRS after 0.2s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:55.717776] [INFO ] [sig ] [503/2211] Forecasting CRT... [2025-10-09T22:46:55.717814] [INFO ] [sig ] Generating forecast for: CRT [2025-10-09T22:46:55.717846] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CRT' from 'https://tdm.silogroup.org/data/derivative_storage/CRT.csv'. [2025-10-09T22:46:55.728055] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CRT'. [2025-10-09T22:46:55.728392] [INFO ] [FORECASTER] Starting predict_future for CRT [2025-10-09T22:46:55.754553] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:55.755452] [DEBUG] [LOCAL ] No optimal features file found for CRT: ./output/feature-sets/CRT.txt [2025-10-09T22:46:55.755512] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:55.755568] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:55.755600] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:55.755682] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:55.773873] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:55.774429] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:55.774515] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:55.774550] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:55.813594] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:55.813799] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:55.813850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:55.813883] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:55.817532] [DEBUG] [FORECASTER] CRT: Forecast T+1@11:T+2@11: DOWN (p=26.68%) [2025-10-09T22:46:55.817902] [INFO ] [FORECASTER] Completed predict_future for CRT [2025-10-09T22:46:55.818051] [INFO ] [sig ] CRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:55.974015] [INFO ] [LOCAL ] Saved forecast: CRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CRT.txt [2025-10-09T22:46:55.974278] [WARN ] [sig ] [503/2211] Failed CRT after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:55.974355] [INFO ] [sig ] [504/2211] Forecasting CSAN... [2025-10-09T22:46:55.974394] [INFO ] [sig ] Generating forecast for: CSAN [2025-10-09T22:46:55.974425] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSAN' from 'https://tdm.silogroup.org/data/derivative_storage/CSAN.csv'. [2025-10-09T22:46:55.984438] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CSAN'. [2025-10-09T22:46:55.984782] [INFO ] [FORECASTER] Starting predict_future for CSAN [2025-10-09T22:46:56.010422] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:56.011169] [DEBUG] [LOCAL ] No optimal features file found for CSAN: ./output/feature-sets/CSAN.txt [2025-10-09T22:46:56.011223] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:56.011256] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:56.011284] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:56.011339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:56.029460] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:56.030123] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:56.030210] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:56.030245] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:56.066323] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:56.066425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:56.066461] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:56.066489] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:56.069844] [DEBUG] [FORECASTER] CSAN: Forecast T+1@11:T+2@11: DOWN (p=4.88%) [2025-10-09T22:46:56.070145] [INFO ] [FORECASTER] Completed predict_future for CSAN [2025-10-09T22:46:56.070283] [INFO ] [sig ] CSAN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:56.217012] [INFO ] [LOCAL ] Saved forecast: CSAN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CSAN.txt [2025-10-09T22:46:56.217229] [WARN ] [sig ] [504/2211] Failed CSAN after 0.2s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:56.217304] [INFO ] [sig ] [505/2211] Forecasting CSL... [2025-10-09T22:46:56.217342] [INFO ] [sig ] Generating forecast for: CSL [2025-10-09T22:46:56.217373] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSL' from 'https://tdm.silogroup.org/data/derivative_storage/CSL.csv'. [2025-10-09T22:46:56.227953] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CSL'. [2025-10-09T22:46:56.228332] [INFO ] [FORECASTER] Starting predict_future for CSL [2025-10-09T22:46:56.253818] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:56.254505] [DEBUG] [LOCAL ] No optimal features file found for CSL: ./output/feature-sets/CSL.txt [2025-10-09T22:46:56.254564] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:56.254598] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:56.254624] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:56.254711] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:56.272455] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:56.273033] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:56.273116] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:56.273148] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:56.315112] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:56.315358] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:56.315406] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:56.315438] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:56.319747] [DEBUG] [FORECASTER] CSL: Forecast T+1@11:T+2@11: UP (p=72.04%) [2025-10-09T22:46:56.320121] [INFO ] [FORECASTER] Completed predict_future for CSL [2025-10-09T22:46:56.320288] [INFO ] [sig ] CSL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:56.481171] [INFO ] [LOCAL ] Saved forecast: CSL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CSL.txt [2025-10-09T22:46:56.481573] [WARN ] [sig ] [505/2211] Failed CSL after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:56.481686] [INFO ] [sig ] [506/2211] Forecasting CSR... [2025-10-09T22:46:56.481738] [INFO ] [sig ] Generating forecast for: CSR [2025-10-09T22:46:56.481775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSR' from 'https://tdm.silogroup.org/data/derivative_storage/CSR.csv'. [2025-10-09T22:46:56.493983] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CSR'. [2025-10-09T22:46:56.494705] [INFO ] [FORECASTER] Starting predict_future for CSR [2025-10-09T22:46:56.523853] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:56.524829] [DEBUG] [LOCAL ] No optimal features file found for CSR: ./output/feature-sets/CSR.txt [2025-10-09T22:46:56.524889] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:56.524926] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:56.524957] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:56.525019] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:56.543268] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:56.543981] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:56.544075] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:56.544109] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:56.590476] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:56.590776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:56.590842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:56.590876] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:56.596056] [DEBUG] [FORECASTER] CSR: Forecast T+1@11:T+2@11: UP (p=58.78%) [2025-10-09T22:46:56.596598] [INFO ] [FORECASTER] Completed predict_future for CSR [2025-10-09T22:46:56.596841] [INFO ] [sig ] CSR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:56.755010] [INFO ] [LOCAL ] Saved forecast: CSR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CSR.txt [2025-10-09T22:46:56.755359] [WARN ] [sig ] [506/2211] Failed CSR after 0.3s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:56.755446] [INFO ] [sig ] [507/2211] Forecasting CSTM... [2025-10-09T22:46:56.755487] [INFO ] [sig ] Generating forecast for: CSTM [2025-10-09T22:46:56.755520] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSTM' from 'https://tdm.silogroup.org/data/derivative_storage/CSTM.csv'. [2025-10-09T22:46:56.766522] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CSTM'. [2025-10-09T22:46:56.767228] [INFO ] [FORECASTER] Starting predict_future for CSTM [2025-10-09T22:46:56.799277] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:56.800270] [DEBUG] [LOCAL ] No optimal features file found for CSTM: ./output/feature-sets/CSTM.txt [2025-10-09T22:46:56.800329] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:56.800366] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:56.800395] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:56.800454] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:56.819069] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:56.819761] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:56.819872] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:56.819916] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:56.865510] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:56.865761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:56.865819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:56.865851] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:56.869814] [DEBUG] [FORECASTER] CSTM: Forecast T+1@11:T+2@11: UP (p=50.82%) [2025-10-09T22:46:56.870127] [INFO ] [FORECASTER] Completed predict_future for CSTM [2025-10-09T22:46:56.870289] [INFO ] [sig ] CSTM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:57.036911] [INFO ] [LOCAL ] Saved forecast: CSTM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CSTM.txt [2025-10-09T22:46:57.037279] [WARN ] [sig ] [507/2211] Failed CSTM after 0.3s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:57.037371] [INFO ] [sig ] [508/2211] Forecasting CSV... [2025-10-09T22:46:57.037412] [INFO ] [sig ] Generating forecast for: CSV [2025-10-09T22:46:57.037444] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CSV' from 'https://tdm.silogroup.org/data/derivative_storage/CSV.csv'. [2025-10-09T22:46:57.049436] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CSV'. [2025-10-09T22:46:57.050122] [INFO ] [FORECASTER] Starting predict_future for CSV [2025-10-09T22:46:57.078329] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:57.079232] [DEBUG] [LOCAL ] No optimal features file found for CSV: ./output/feature-sets/CSV.txt [2025-10-09T22:46:57.079295] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:57.079329] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:57.079357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:57.079415] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:57.097888] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:57.098614] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:57.098760] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:57.098833] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:57.144353] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:57.144629] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:57.144718] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:57.144759] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:57.148970] [DEBUG] [FORECASTER] CSV: Forecast T+1@11:T+2@11: UP (p=94.35%) [2025-10-09T22:46:57.149302] [INFO ] [FORECASTER] Completed predict_future for CSV [2025-10-09T22:46:57.149466] [INFO ] [sig ] CSV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:57.302870] [INFO ] [LOCAL ] Saved forecast: CSV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CSV.txt [2025-10-09T22:46:57.303285] [WARN ] [sig ] [508/2211] Failed CSV after 0.3s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:57.303385] [INFO ] [sig ] [509/2211] Forecasting CTBB... [2025-10-09T22:46:57.303428] [INFO ] [sig ] Generating forecast for: CTBB [2025-10-09T22:46:57.303462] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTBB' from 'https://tdm.silogroup.org/data/derivative_storage/CTBB.csv'. [2025-10-09T22:46:57.315103] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CTBB'. [2025-10-09T22:46:57.315541] [INFO ] [FORECASTER] Starting predict_future for CTBB [2025-10-09T22:46:57.343432] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:57.344406] [DEBUG] [LOCAL ] No optimal features file found for CTBB: ./output/feature-sets/CTBB.txt [2025-10-09T22:46:57.344467] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:57.344501] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:57.344535] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:57.344730] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:57.363545] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:57.364554] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:57.364676] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:57.364732] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:57.401250] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:57.401460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:57.401504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:57.401534] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:57.406147] [DEBUG] [FORECASTER] CTBB: Forecast T+1@11:T+2@11: UP (p=91.78%) [2025-10-09T22:46:57.406608] [INFO ] [FORECASTER] Completed predict_future for CTBB [2025-10-09T22:46:57.406810] [INFO ] [sig ] CTBB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:57.560148] [INFO ] [LOCAL ] Saved forecast: CTBB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CTBB.txt [2025-10-09T22:46:57.560429] [WARN ] [sig ] [509/2211] Failed CTBB after 0.3s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:57.560509] [INFO ] [sig ] [510/2211] Forecasting CTDD... [2025-10-09T22:46:57.560549] [INFO ] [sig ] Generating forecast for: CTDD [2025-10-09T22:46:57.560581] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTDD' from 'https://tdm.silogroup.org/data/derivative_storage/CTDD.csv'. [2025-10-09T22:46:57.570837] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'CTDD'. [2025-10-09T22:46:57.571211] [INFO ] [FORECASTER] Starting predict_future for CTDD [2025-10-09T22:46:57.597205] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:57.598007] [DEBUG] [LOCAL ] No optimal features file found for CTDD: ./output/feature-sets/CTDD.txt [2025-10-09T22:46:57.598075] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:57.598131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:57.598161] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:57.598219] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:57.616665] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:57.617267] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:57.617350] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:57.617385] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:57.652710] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:57.652804] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:57.652839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:57.652867] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:57.655994] [DEBUG] [FORECASTER] CTDD: Forecast T+1@11:T+2@11: UP (p=88.96%) [2025-10-09T22:46:57.656260] [INFO ] [FORECASTER] Completed predict_future for CTDD [2025-10-09T22:46:57.656394] [INFO ] [sig ] CTDD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:57.802568] [INFO ] [LOCAL ] Saved forecast: CTDD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CTDD.txt [2025-10-09T22:46:57.802819] [WARN ] [sig ] [510/2211] Failed CTDD after 0.2s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:57.802901] [INFO ] [sig ] [511/2211] Forecasting CTO... [2025-10-09T22:46:57.802941] [INFO ] [sig ] Generating forecast for: CTO [2025-10-09T22:46:57.802977] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTO' from 'https://tdm.silogroup.org/data/derivative_storage/CTO.csv'. [2025-10-09T22:46:57.812937] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CTO'. [2025-10-09T22:46:57.813287] [INFO ] [FORECASTER] Starting predict_future for CTO [2025-10-09T22:46:57.839104] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:57.839883] [DEBUG] [LOCAL ] No optimal features file found for CTO: ./output/feature-sets/CTO.txt [2025-10-09T22:46:57.839939] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:57.839973] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:57.840000] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:57.840057] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:57.858014] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:57.858671] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:57.858760] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:57.858794] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:57.894060] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:57.894175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:57.894211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:57.894238] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:57.897504] [DEBUG] [FORECASTER] CTO: Forecast T+1@11:T+2@11: UP (p=66.23%) [2025-10-09T22:46:57.897848] [INFO ] [FORECASTER] Completed predict_future for CTO [2025-10-09T22:46:57.898000] [INFO ] [sig ] CTO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:58.065218] [INFO ] [LOCAL ] Saved forecast: CTO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CTO.txt [2025-10-09T22:46:58.065452] [WARN ] [sig ] [511/2211] Failed CTO after 0.3s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:58.065531] [INFO ] [sig ] [512/2211] Forecasting CTOS... [2025-10-09T22:46:58.065571] [INFO ] [sig ] Generating forecast for: CTOS [2025-10-09T22:46:58.065602] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTOS' from 'https://tdm.silogroup.org/data/derivative_storage/CTOS.csv'. [2025-10-09T22:46:58.070726] [WARN ] [REMOTE ] Historical data not found for symbol 'CTOS' (404). [2025-10-09T22:46:58.070907] [FATAL] [sig ] CTOS: No historical data fetched. [2025-10-09T22:46:58.070988] [WARN ] [sig ] [512/2211] Failed CTOS after 0.0s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:58.071056] [INFO ] [sig ] [513/2211] Forecasting CTRA... [2025-10-09T22:46:58.071094] [INFO ] [sig ] Generating forecast for: CTRA [2025-10-09T22:46:58.071123] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTRA' from 'https://tdm.silogroup.org/data/derivative_storage/CTRA.csv'. [2025-10-09T22:46:58.079825] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CTRA'. [2025-10-09T22:46:58.080143] [INFO ] [FORECASTER] Starting predict_future for CTRA [2025-10-09T22:46:58.107785] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:58.108894] [DEBUG] [LOCAL ] No optimal features file found for CTRA: ./output/feature-sets/CTRA.txt [2025-10-09T22:46:58.108974] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:58.109032] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:58.109098] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:58.109195] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:58.139195] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:58.139910] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:58.140000] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:58.140036] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:58.179155] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:58.179278] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:58.179317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:58.179347] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:58.182810] [DEBUG] [FORECASTER] CTRA: Forecast T+1@11:T+2@11: DOWN (p=49.31%) [2025-10-09T22:46:58.183092] [INFO ] [FORECASTER] Completed predict_future for CTRA [2025-10-09T22:46:58.183236] [INFO ] [sig ] CTRA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:58.370208] [INFO ] [LOCAL ] Saved forecast: CTRA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CTRA.txt [2025-10-09T22:46:58.370445] [WARN ] [sig ] [513/2211] Failed CTRA after 0.3s | 4.45 sym/s | Total: 1.9m | ETA: 6.4m [2025-10-09T22:46:58.370522] [INFO ] [sig ] [514/2211] Forecasting CTRE... [2025-10-09T22:46:58.370562] [INFO ] [sig ] Generating forecast for: CTRE [2025-10-09T22:46:58.370594] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTRE' from 'https://tdm.silogroup.org/data/derivative_storage/CTRE.csv'. [2025-10-09T22:46:58.375313] [WARN ] [REMOTE ] Historical data not found for symbol 'CTRE' (404). [2025-10-09T22:46:58.375490] [FATAL] [sig ] CTRE: No historical data fetched. [2025-10-09T22:46:58.375577] [WARN ] [sig ] [514/2211] Failed CTRE after 0.0s | 4.46 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:58.375621] [INFO ] [sig ] [515/2211] Forecasting CTRI... [2025-10-09T22:46:58.375682] [INFO ] [sig ] Generating forecast for: CTRI [2025-10-09T22:46:58.375730] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTRI' from 'https://tdm.silogroup.org/data/derivative_storage/CTRI.csv'. [2025-10-09T22:46:58.379041] [WARN ] [REMOTE ] Historical data not found for symbol 'CTRI' (404). [2025-10-09T22:46:58.379204] [FATAL] [sig ] CTRI: No historical data fetched. [2025-10-09T22:46:58.379285] [WARN ] [sig ] [515/2211] Failed CTRI after 0.0s | 4.47 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:58.379351] [INFO ] [sig ] [516/2211] Forecasting CTS... [2025-10-09T22:46:58.379389] [INFO ] [sig ] Generating forecast for: CTS [2025-10-09T22:46:58.379433] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTS' from 'https://tdm.silogroup.org/data/derivative_storage/CTS.csv'. [2025-10-09T22:46:58.387985] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CTS'. [2025-10-09T22:46:58.388242] [INFO ] [FORECASTER] Starting predict_future for CTS [2025-10-09T22:46:58.413960] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:58.414800] [DEBUG] [LOCAL ] No optimal features file found for CTS: ./output/feature-sets/CTS.txt [2025-10-09T22:46:58.414868] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:58.414941] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:58.415023] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:58.415157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:58.433395] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:58.434114] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:58.434201] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:58.434236] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:58.479943] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:58.480163] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:58.480211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:58.480242] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:58.484324] [DEBUG] [FORECASTER] CTS: Forecast T+1@11:T+2@11: DOWN (p=13.17%) [2025-10-09T22:46:58.484610] [INFO ] [FORECASTER] Completed predict_future for CTS [2025-10-09T22:46:58.484796] [INFO ] [sig ] CTS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:58.637950] [INFO ] [LOCAL ] Saved forecast: CTS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CTS.txt [2025-10-09T22:46:58.638242] [WARN ] [sig ] [516/2211] Failed CTS after 0.3s | 4.47 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:58.638325] [INFO ] [sig ] [517/2211] Forecasting CTVA... [2025-10-09T22:46:58.638363] [INFO ] [sig ] Generating forecast for: CTVA [2025-10-09T22:46:58.638395] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CTVA' from 'https://tdm.silogroup.org/data/derivative_storage/CTVA.csv'. [2025-10-09T22:46:58.653174] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CTVA'. [2025-10-09T22:46:58.653935] [INFO ] [FORECASTER] Starting predict_future for CTVA [2025-10-09T22:46:58.689987] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:58.691432] [DEBUG] [LOCAL ] No optimal features file found for CTVA: ./output/feature-sets/CTVA.txt [2025-10-09T22:46:58.691506] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:58.691555] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:58.691594] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:58.691707] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:58.719827] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:58.721816] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:58.722115] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:58.722154] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:58.769708] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:58.769942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:58.769990] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:58.770020] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:58.774206] [DEBUG] [FORECASTER] CTVA: Forecast T+1@11:T+2@11: DOWN (p=1.30%) [2025-10-09T22:46:58.774542] [INFO ] [FORECASTER] Completed predict_future for CTVA [2025-10-09T22:46:58.774779] [INFO ] [sig ] CTVA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:58.929379] [INFO ] [LOCAL ] Saved forecast: CTVA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CTVA.txt [2025-10-09T22:46:58.929778] [WARN ] [sig ] [517/2211] Failed CTVA after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:58.929885] [INFO ] [sig ] [518/2211] Forecasting CUBE... [2025-10-09T22:46:58.929930] [INFO ] [sig ] Generating forecast for: CUBE [2025-10-09T22:46:58.929964] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUBE' from 'https://tdm.silogroup.org/data/derivative_storage/CUBE.csv'. [2025-10-09T22:46:58.941592] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CUBE'. [2025-10-09T22:46:58.942079] [INFO ] [FORECASTER] Starting predict_future for CUBE [2025-10-09T22:46:58.971456] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:58.972470] [DEBUG] [LOCAL ] No optimal features file found for CUBE: ./output/feature-sets/CUBE.txt [2025-10-09T22:46:58.972528] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:58.972565] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:58.972593] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:58.972674] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:58.995747] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:58.996843] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:58.996945] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:58.996980] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:59.044209] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:59.044460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:59.044512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:59.044543] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:59.048730] [DEBUG] [FORECASTER] CUBE: Forecast T+1@11:T+2@11: UP (p=97.07%) [2025-10-09T22:46:59.049182] [INFO ] [FORECASTER] Completed predict_future for CUBE [2025-10-09T22:46:59.049372] [INFO ] [sig ] CUBE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:59.206590] [INFO ] [LOCAL ] Saved forecast: CUBE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CUBE.txt [2025-10-09T22:46:59.207012] [WARN ] [sig ] [518/2211] Failed CUBE after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:59.207101] [INFO ] [sig ] [519/2211] Forecasting CUBI... [2025-10-09T22:46:59.207142] [INFO ] [sig ] Generating forecast for: CUBI [2025-10-09T22:46:59.207175] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUBI' from 'https://tdm.silogroup.org/data/derivative_storage/CUBI.csv'. [2025-10-09T22:46:59.218374] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CUBI'. [2025-10-09T22:46:59.218790] [INFO ] [FORECASTER] Starting predict_future for CUBI [2025-10-09T22:46:59.246816] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:59.247792] [DEBUG] [LOCAL ] No optimal features file found for CUBI: ./output/feature-sets/CUBI.txt [2025-10-09T22:46:59.247850] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:59.247887] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:59.247916] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:59.247975] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:59.267130] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:59.267792] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:59.267881] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:59.267940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:59.307846] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:59.308041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:59.308086] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:59.308116] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:59.312058] [DEBUG] [FORECASTER] CUBI: Forecast T+1@11:T+2@11: UP (p=52.69%) [2025-10-09T22:46:59.312376] [INFO ] [FORECASTER] Completed predict_future for CUBI [2025-10-09T22:46:59.312534] [INFO ] [sig ] CUBI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:46:59.469611] [INFO ] [LOCAL ] Saved forecast: CUBI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CUBI.txt [2025-10-09T22:46:59.469861] [WARN ] [sig ] [519/2211] Failed CUBI after 0.3s | 4.46 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:59.469942] [INFO ] [sig ] [520/2211] Forecasting CUK... [2025-10-09T22:46:59.469985] [INFO ] [sig ] Generating forecast for: CUK [2025-10-09T22:46:59.470022] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUK' from 'https://tdm.silogroup.org/data/derivative_storage/CUK.csv'. [2025-10-09T22:46:59.475046] [WARN ] [REMOTE ] Historical data not found for symbol 'CUK' (404). [2025-10-09T22:46:59.475227] [FATAL] [sig ] CUK: No historical data fetched. [2025-10-09T22:46:59.475312] [WARN ] [sig ] [520/2211] Failed CUK after 0.0s | 4.47 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:59.475377] [INFO ] [sig ] [521/2211] Forecasting CULP... [2025-10-09T22:46:59.475426] [INFO ] [sig ] Generating forecast for: CULP [2025-10-09T22:46:59.475464] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CULP' from 'https://tdm.silogroup.org/data/derivative_storage/CULP.csv'. [2025-10-09T22:46:59.483229] [DEBUG] [REMOTE ] Successfully parsed 1804 rows of historical data for symbol 'CULP'. [2025-10-09T22:46:59.483495] [INFO ] [FORECASTER] Starting predict_future for CULP [2025-10-09T22:46:59.510562] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:59.511375] [DEBUG] [LOCAL ] No optimal features file found for CULP: ./output/feature-sets/CULP.txt [2025-10-09T22:46:59.511434] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:59.511474] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:59.511504] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:59.511561] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:59.530394] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:59.531043] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:59.531156] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:59.531199] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:59.564749] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:59.564874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:59.564921] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:59.564953] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:59.568551] [DEBUG] [FORECASTER] CULP: Forecast T+1@11:T+2@11: DOWN (p=35.65%) [2025-10-09T22:46:59.568861] [INFO ] [FORECASTER] Completed predict_future for CULP [2025-10-09T22:46:59.569026] [INFO ] [sig ] CULP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:59.725620] [INFO ] [LOCAL ] Saved forecast: CULP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CULP.txt [2025-10-09T22:46:59.725931] [WARN ] [sig ] [521/2211] Failed CULP after 0.3s | 4.47 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:59.726016] [INFO ] [sig ] [522/2211] Forecasting CURB... [2025-10-09T22:46:59.726058] [INFO ] [sig ] Generating forecast for: CURB [2025-10-09T22:46:59.726119] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CURB' from 'https://tdm.silogroup.org/data/derivative_storage/CURB.csv'. [2025-10-09T22:46:59.731482] [WARN ] [REMOTE ] Historical data not found for symbol 'CURB' (404). [2025-10-09T22:46:59.731688] [FATAL] [sig ] CURB: No historical data fetched. [2025-10-09T22:46:59.731774] [WARN ] [sig ] [522/2211] Failed CURB after 0.0s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:59.731844] [INFO ] [sig ] [523/2211] Forecasting CURV... [2025-10-09T22:46:59.731889] [INFO ] [sig ] Generating forecast for: CURV [2025-10-09T22:46:59.731924] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CURV' from 'https://tdm.silogroup.org/data/derivative_storage/CURV.csv'. [2025-10-09T22:46:59.741415] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CURV'. [2025-10-09T22:46:59.741761] [INFO ] [FORECASTER] Starting predict_future for CURV [2025-10-09T22:46:59.767447] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:46:59.768267] [DEBUG] [LOCAL ] No optimal features file found for CURV: ./output/feature-sets/CURV.txt [2025-10-09T22:46:59.768321] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:46:59.768355] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:46:59.768383] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:46:59.768438] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:46:59.785995] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:46:59.786548] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:46:59.786633] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:46:59.786705] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:46:59.823473] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:46:59.823592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:46:59.823629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:46:59.823728] [INFO ] [FORECASTER] Training complete [2025-10-09T22:46:59.830430] [DEBUG] [FORECASTER] CURV: Forecast T+1@11:T+2@11: DOWN (p=35.77%) [2025-10-09T22:46:59.830947] [INFO ] [FORECASTER] Completed predict_future for CURV [2025-10-09T22:46:59.831146] [INFO ] [sig ] CURV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:46:59.975621] [INFO ] [LOCAL ] Saved forecast: CURV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CURV.txt [2025-10-09T22:46:59.975862] [WARN ] [sig ] [523/2211] Failed CURV after 0.2s | 4.48 sym/s | Total: 1.9m | ETA: 6.3m [2025-10-09T22:46:59.975942] [INFO ] [sig ] [524/2211] Forecasting CUZ... [2025-10-09T22:46:59.975982] [INFO ] [sig ] Generating forecast for: CUZ [2025-10-09T22:46:59.976013] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CUZ' from 'https://tdm.silogroup.org/data/derivative_storage/CUZ.csv'. [2025-10-09T22:46:59.985732] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CUZ'. [2025-10-09T22:46:59.985989] [INFO ] [FORECASTER] Starting predict_future for CUZ [2025-10-09T22:47:00.011559] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:00.012255] [DEBUG] [LOCAL ] No optimal features file found for CUZ: ./output/feature-sets/CUZ.txt [2025-10-09T22:47:00.012310] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:00.012343] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:00.012370] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:00.012426] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:00.030377] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:00.030974] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:00.031083] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:00.031119] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:00.068834] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:00.068912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:00.068948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:00.068981] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:00.072082] [DEBUG] [FORECASTER] CUZ: Forecast T+1@11:T+2@11: DOWN (p=13.37%) [2025-10-09T22:47:00.072345] [INFO ] [FORECASTER] Completed predict_future for CUZ [2025-10-09T22:47:00.072481] [INFO ] [sig ] CUZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:00.218964] [INFO ] [LOCAL ] Saved forecast: CUZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CUZ.txt [2025-10-09T22:47:00.219185] [WARN ] [sig ] [524/2211] Failed CUZ after 0.2s | 4.48 sym/s | Total: 2.0m | ETA: 6.3m [2025-10-09T22:47:00.219260] [INFO ] [sig ] [525/2211] Forecasting CVE... [2025-10-09T22:47:00.219298] [INFO ] [sig ] Generating forecast for: CVE [2025-10-09T22:47:00.219328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVE' from 'https://tdm.silogroup.org/data/derivative_storage/CVE.csv'. [2025-10-09T22:47:00.233944] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CVE'. [2025-10-09T22:47:00.234535] [INFO ] [FORECASTER] Starting predict_future for CVE [2025-10-09T22:47:00.267432] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:00.268339] [DEBUG] [LOCAL ] No optimal features file found for CVE: ./output/feature-sets/CVE.txt [2025-10-09T22:47:00.268406] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:00.268443] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:00.268471] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:00.268529] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:00.286804] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:00.287402] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:00.287492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:00.287526] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:00.325261] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:00.325480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:00.325531] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:00.325563] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:00.329343] [DEBUG] [FORECASTER] CVE: Forecast T+1@11:T+2@11: UP (p=96.55%) [2025-10-09T22:47:00.329681] [INFO ] [FORECASTER] Completed predict_future for CVE [2025-10-09T22:47:00.329843] [INFO ] [sig ] CVE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:00.475480] [INFO ] [LOCAL ] Saved forecast: CVE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CVE.txt [2025-10-09T22:47:00.475816] [WARN ] [sig ] [525/2211] Failed CVE after 0.3s | 4.47 sym/s | Total: 2.0m | ETA: 6.3m [2025-10-09T22:47:00.475904] [INFO ] [sig ] [526/2211] Forecasting CVEO... [2025-10-09T22:47:00.475943] [INFO ] [sig ] Generating forecast for: CVEO [2025-10-09T22:47:00.475977] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVEO' from 'https://tdm.silogroup.org/data/derivative_storage/CVEO.csv'. [2025-10-09T22:47:00.481333] [WARN ] [REMOTE ] Historical data not found for symbol 'CVEO' (404). [2025-10-09T22:47:00.481617] [FATAL] [sig ] CVEO: No historical data fetched. [2025-10-09T22:47:00.481732] [WARN ] [sig ] [526/2211] Failed CVEO after 0.0s | 4.48 sym/s | Total: 2.0m | ETA: 6.3m [2025-10-09T22:47:00.481801] [INFO ] [sig ] [527/2211] Forecasting CVI... [2025-10-09T22:47:00.481861] [INFO ] [sig ] Generating forecast for: CVI [2025-10-09T22:47:00.481893] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVI' from 'https://tdm.silogroup.org/data/derivative_storage/CVI.csv'. [2025-10-09T22:47:00.486091] [WARN ] [REMOTE ] Historical data not found for symbol 'CVI' (404). [2025-10-09T22:47:00.486261] [FATAL] [sig ] CVI: No historical data fetched. [2025-10-09T22:47:00.486334] [WARN ] [sig ] [527/2211] Failed CVI after 0.0s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:00.486397] [INFO ] [sig ] [528/2211] Forecasting CVLG... [2025-10-09T22:47:00.486435] [INFO ] [sig ] Generating forecast for: CVLG [2025-10-09T22:47:00.486464] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVLG' from 'https://tdm.silogroup.org/data/derivative_storage/CVLG.csv'. [2025-10-09T22:47:00.495222] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CVLG'. [2025-10-09T22:47:00.495483] [INFO ] [FORECASTER] Starting predict_future for CVLG [2025-10-09T22:47:00.521795] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:00.522499] [DEBUG] [LOCAL ] No optimal features file found for CVLG: ./output/feature-sets/CVLG.txt [2025-10-09T22:47:00.522555] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:00.522589] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:00.522616] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:00.522700] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:00.540602] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:00.541189] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:00.541276] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:00.541310] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:00.579844] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:00.579933] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:00.579970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:00.580004] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:00.583099] [DEBUG] [FORECASTER] CVLG: Forecast T+1@11:T+2@11: UP (p=84.76%) [2025-10-09T22:47:00.583540] [INFO ] [FORECASTER] Completed predict_future for CVLG [2025-10-09T22:47:00.584152] [INFO ] [sig ] CVLG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:00.731137] [INFO ] [LOCAL ] Saved forecast: CVLG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CVLG.txt [2025-10-09T22:47:00.731348] [WARN ] [sig ] [528/2211] Failed CVLG after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:00.731423] [INFO ] [sig ] [529/2211] Forecasting CVNA... [2025-10-09T22:47:00.731461] [INFO ] [sig ] Generating forecast for: CVNA [2025-10-09T22:47:00.731491] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVNA' from 'https://tdm.silogroup.org/data/derivative_storage/CVNA.csv'. [2025-10-09T22:47:00.742930] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CVNA'. [2025-10-09T22:47:00.743368] [INFO ] [FORECASTER] Starting predict_future for CVNA [2025-10-09T22:47:00.770219] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:00.771060] [DEBUG] [LOCAL ] No optimal features file found for CVNA: ./output/feature-sets/CVNA.txt [2025-10-09T22:47:00.771115] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:00.771148] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:00.771176] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:00.771232] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:00.788860] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:00.789451] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:00.789537] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:00.789570] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:00.838752] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:00.838884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:00.838923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:00.838951] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:00.842308] [DEBUG] [FORECASTER] CVNA: Forecast T+1@11:T+2@11: DOWN (p=42.07%) [2025-10-09T22:47:00.842586] [INFO ] [FORECASTER] Completed predict_future for CVNA [2025-10-09T22:47:00.842757] [INFO ] [sig ] CVNA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:00.991351] [INFO ] [LOCAL ] Saved forecast: CVNA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CVNA.txt [2025-10-09T22:47:00.991664] [WARN ] [sig ] [529/2211] Failed CVNA after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:00.991748] [INFO ] [sig ] [530/2211] Forecasting CVS... [2025-10-09T22:47:00.991789] [INFO ] [sig ] Generating forecast for: CVS [2025-10-09T22:47:00.991822] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVS' from 'https://tdm.silogroup.org/data/derivative_storage/CVS.csv'. [2025-10-09T22:47:01.002399] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CVS'. [2025-10-09T22:47:01.002889] [INFO ] [FORECASTER] Starting predict_future for CVS [2025-10-09T22:47:01.028849] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:01.029702] [DEBUG] [LOCAL ] No optimal features file found for CVS: ./output/feature-sets/CVS.txt [2025-10-09T22:47:01.029764] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:01.029800] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:01.029828] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:01.029885] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:01.047539] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:01.048340] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:01.048432] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:01.048468] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:01.088716] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:01.088901] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:01.088981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:01.089027] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:01.092589] [DEBUG] [FORECASTER] CVS: Forecast T+1@11:T+2@11: DOWN (p=28.52%) [2025-10-09T22:47:01.092908] [INFO ] [FORECASTER] Completed predict_future for CVS [2025-10-09T22:47:01.093053] [INFO ] [sig ] CVS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:01.238802] [INFO ] [LOCAL ] Saved forecast: CVS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CVS.txt [2025-10-09T22:47:01.239036] [WARN ] [sig ] [530/2211] Failed CVS after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:01.239129] [INFO ] [sig ] [531/2211] Forecasting CVX... [2025-10-09T22:47:01.239177] [INFO ] [sig ] Generating forecast for: CVX [2025-10-09T22:47:01.239209] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CVX' from 'https://tdm.silogroup.org/data/derivative_storage/CVX.csv'. [2025-10-09T22:47:01.250387] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CVX'. [2025-10-09T22:47:01.250856] [INFO ] [FORECASTER] Starting predict_future for CVX [2025-10-09T22:47:01.276766] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:01.277552] [DEBUG] [LOCAL ] No optimal features file found for CVX: ./output/feature-sets/CVX.txt [2025-10-09T22:47:01.277637] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:01.277717] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:01.277750] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:01.277807] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:01.295054] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:01.295670] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:01.295764] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:01.295798] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:01.332688] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:01.332813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:01.332851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:01.332880] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:01.336143] [DEBUG] [FORECASTER] CVX: Forecast T+1@11:T+2@11: UP (p=83.03%) [2025-10-09T22:47:01.336420] [INFO ] [FORECASTER] Completed predict_future for CVX [2025-10-09T22:47:01.336555] [INFO ] [sig ] CVX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:01.483213] [INFO ] [LOCAL ] Saved forecast: CVX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CVX.txt [2025-10-09T22:47:01.483503] [WARN ] [sig ] [531/2211] Failed CVX after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:01.483586] [INFO ] [sig ] [532/2211] Forecasting CW... [2025-10-09T22:47:01.483625] [INFO ] [sig ] Generating forecast for: CW [2025-10-09T22:47:01.483692] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CW' from 'https://tdm.silogroup.org/data/derivative_storage/CW.csv'. [2025-10-09T22:47:01.494080] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CW'. [2025-10-09T22:47:01.494429] [INFO ] [FORECASTER] Starting predict_future for CW [2025-10-09T22:47:01.520393] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:01.521397] [DEBUG] [LOCAL ] No optimal features file found for CW: ./output/feature-sets/CW.txt [2025-10-09T22:47:01.521464] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:01.521499] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:01.521527] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:01.521584] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:01.539344] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:01.540013] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:01.540108] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:01.540142] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:01.582826] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:01.583012] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:01.583060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:01.583090] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:01.588155] [DEBUG] [FORECASTER] CW: Forecast T+1@11:T+2@11: DOWN (p=2.24%) [2025-10-09T22:47:01.588474] [INFO ] [FORECASTER] Completed predict_future for CW [2025-10-09T22:47:01.588631] [INFO ] [sig ] CW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:01.764502] [INFO ] [LOCAL ] Saved forecast: CW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CW.txt [2025-10-09T22:47:01.764855] [WARN ] [sig ] [532/2211] Failed CW after 0.3s | 4.48 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:01.764942] [INFO ] [sig ] [533/2211] Forecasting CWAN... [2025-10-09T22:47:01.764996] [INFO ] [sig ] Generating forecast for: CWAN [2025-10-09T22:47:01.765030] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWAN' from 'https://tdm.silogroup.org/data/derivative_storage/CWAN.csv'. [2025-10-09T22:47:01.775588] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CWAN'. [2025-10-09T22:47:01.776071] [INFO ] [FORECASTER] Starting predict_future for CWAN [2025-10-09T22:47:01.802221] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:01.803010] [DEBUG] [LOCAL ] No optimal features file found for CWAN: ./output/feature-sets/CWAN.txt [2025-10-09T22:47:01.803070] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:01.803104] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:01.803132] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:01.803189] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:01.820434] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:01.821042] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:01.821126] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:01.821160] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:01.863971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:01.864150] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:01.864202] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:01.864234] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:01.867795] [DEBUG] [FORECASTER] CWAN: Forecast T+1@11:T+2@11: UP (p=61.84%) [2025-10-09T22:47:01.868083] [INFO ] [FORECASTER] Completed predict_future for CWAN [2025-10-09T22:47:01.868241] [INFO ] [sig ] CWAN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:02.011714] [INFO ] [LOCAL ] Saved forecast: CWAN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CWAN.txt [2025-10-09T22:47:02.011968] [WARN ] [sig ] [533/2211] Failed CWAN after 0.2s | 4.48 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:02.012049] [INFO ] [sig ] [534/2211] Forecasting CWEN... [2025-10-09T22:47:02.012094] [INFO ] [sig ] Generating forecast for: CWEN [2025-10-09T22:47:02.012126] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWEN' from 'https://tdm.silogroup.org/data/derivative_storage/CWEN.csv'. [2025-10-09T22:47:02.017714] [WARN ] [REMOTE ] Historical data not found for symbol 'CWEN' (404). [2025-10-09T22:47:02.017893] [FATAL] [sig ] CWEN: No historical data fetched. [2025-10-09T22:47:02.017974] [WARN ] [sig ] [534/2211] Failed CWEN after 0.0s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:02.018043] [INFO ] [sig ] [535/2211] Forecasting CWH... [2025-10-09T22:47:02.018081] [INFO ] [sig ] Generating forecast for: CWH [2025-10-09T22:47:02.018111] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWH' from 'https://tdm.silogroup.org/data/derivative_storage/CWH.csv'. [2025-10-09T22:47:02.026663] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CWH'. [2025-10-09T22:47:02.026943] [INFO ] [FORECASTER] Starting predict_future for CWH [2025-10-09T22:47:02.053774] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:02.054500] [DEBUG] [LOCAL ] No optimal features file found for CWH: ./output/feature-sets/CWH.txt [2025-10-09T22:47:02.054554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:02.054588] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:02.054616] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:02.054698] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:02.072757] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:02.073411] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:02.073495] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:02.073528] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:02.109924] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:02.110037] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:02.110073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:02.110101] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:02.113334] [DEBUG] [FORECASTER] CWH: Forecast T+1@11:T+2@11: UP (p=63.76%) [2025-10-09T22:47:02.113601] [INFO ] [FORECASTER] Completed predict_future for CWH [2025-10-09T22:47:02.113766] [INFO ] [sig ] CWH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:02.261198] [INFO ] [LOCAL ] Saved forecast: CWH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CWH.txt [2025-10-09T22:47:02.261419] [WARN ] [sig ] [535/2211] Failed CWH after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:02.261497] [INFO ] [sig ] [536/2211] Forecasting CWK... [2025-10-09T22:47:02.261537] [INFO ] [sig ] Generating forecast for: CWK [2025-10-09T22:47:02.261569] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWK' from 'https://tdm.silogroup.org/data/derivative_storage/CWK.csv'. [2025-10-09T22:47:02.271325] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CWK'. [2025-10-09T22:47:02.271612] [INFO ] [FORECASTER] Starting predict_future for CWK [2025-10-09T22:47:02.297719] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:02.298433] [DEBUG] [LOCAL ] No optimal features file found for CWK: ./output/feature-sets/CWK.txt [2025-10-09T22:47:02.298489] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:02.298525] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:02.298555] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:02.298612] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:02.316508] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:02.317136] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:02.317219] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:02.317252] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:02.355157] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:02.355276] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:02.355316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:02.355345] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:02.358894] [DEBUG] [FORECASTER] CWK: Forecast T+1@11:T+2@11: UP (p=96.26%) [2025-10-09T22:47:02.359177] [INFO ] [FORECASTER] Completed predict_future for CWK [2025-10-09T22:47:02.359309] [INFO ] [sig ] CWK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:02.506068] [INFO ] [LOCAL ] Saved forecast: CWK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CWK.txt [2025-10-09T22:47:02.506311] [WARN ] [sig ] [536/2211] Failed CWK after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:02.506389] [INFO ] [sig ] [537/2211] Forecasting CWT... [2025-10-09T22:47:02.506430] [INFO ] [sig ] Generating forecast for: CWT [2025-10-09T22:47:02.506462] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CWT' from 'https://tdm.silogroup.org/data/derivative_storage/CWT.csv'. [2025-10-09T22:47:02.515499] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CWT'. [2025-10-09T22:47:02.515783] [INFO ] [FORECASTER] Starting predict_future for CWT [2025-10-09T22:47:02.541335] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:02.542099] [DEBUG] [LOCAL ] No optimal features file found for CWT: ./output/feature-sets/CWT.txt [2025-10-09T22:47:02.542153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:02.542186] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:02.542213] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:02.542269] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:02.560167] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:02.560840] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:02.560923] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:02.560957] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:02.593900] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:02.593992] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:02.594027] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:02.594056] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:02.597197] [DEBUG] [FORECASTER] CWT: Forecast T+1@11:T+2@11: UP (p=96.05%) [2025-10-09T22:47:02.597469] [INFO ] [FORECASTER] Completed predict_future for CWT [2025-10-09T22:47:02.597633] [INFO ] [sig ] CWT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:02.744232] [INFO ] [LOCAL ] Saved forecast: CWT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CWT.txt [2025-10-09T22:47:02.744448] [WARN ] [sig ] [537/2211] Failed CWT after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:02.744522] [INFO ] [sig ] [538/2211] Forecasting CX... [2025-10-09T22:47:02.744561] [INFO ] [sig ] Generating forecast for: CX [2025-10-09T22:47:02.744592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CX' from 'https://tdm.silogroup.org/data/derivative_storage/CX.csv'. [2025-10-09T22:47:02.754225] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CX'. [2025-10-09T22:47:02.754509] [INFO ] [FORECASTER] Starting predict_future for CX [2025-10-09T22:47:02.779915] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:02.780588] [DEBUG] [LOCAL ] No optimal features file found for CX: ./output/feature-sets/CX.txt [2025-10-09T22:47:02.780663] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:02.780719] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:02.780750] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:02.780807] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:02.798780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:02.799371] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:02.799453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:02.799486] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:02.832398] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:02.832489] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:02.832524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:02.832553] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:02.835712] [DEBUG] [FORECASTER] CX: Forecast T+1@11:T+2@11: UP (p=58.98%) [2025-10-09T22:47:02.835978] [INFO ] [FORECASTER] Completed predict_future for CX [2025-10-09T22:47:02.836103] [INFO ] [sig ] CX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:02.980449] [INFO ] [LOCAL ] Saved forecast: CX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CX.txt [2025-10-09T22:47:02.980713] [WARN ] [sig ] [538/2211] Failed CX after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:02.980794] [INFO ] [sig ] [539/2211] Forecasting CXE... [2025-10-09T22:47:02.980844] [INFO ] [sig ] Generating forecast for: CXE [2025-10-09T22:47:02.980877] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXE' from 'https://tdm.silogroup.org/data/derivative_storage/CXE.csv'. [2025-10-09T22:47:02.990774] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CXE'. [2025-10-09T22:47:02.991093] [INFO ] [FORECASTER] Starting predict_future for CXE [2025-10-09T22:47:03.016626] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:03.017527] [DEBUG] [LOCAL ] No optimal features file found for CXE: ./output/feature-sets/CXE.txt [2025-10-09T22:47:03.017605] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:03.017682] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:03.017728] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:03.017789] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:03.035971] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:03.036540] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:03.036628] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:03.036699] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:03.072823] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:03.072931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:03.072978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:03.073032] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:03.076440] [DEBUG] [FORECASTER] CXE: Forecast T+1@11:T+2@11: DOWN (p=4.05%) [2025-10-09T22:47:03.076769] [INFO ] [FORECASTER] Completed predict_future for CXE [2025-10-09T22:47:03.076929] [INFO ] [sig ] CXE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:03.221299] [INFO ] [LOCAL ] Saved forecast: CXE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CXE.txt [2025-10-09T22:47:03.221603] [WARN ] [sig ] [539/2211] Failed CXE after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:03.221697] [INFO ] [sig ] [540/2211] Forecasting CXH... [2025-10-09T22:47:03.221742] [INFO ] [sig ] Generating forecast for: CXH [2025-10-09T22:47:03.221774] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXH' from 'https://tdm.silogroup.org/data/derivative_storage/CXH.csv'. [2025-10-09T22:47:03.231905] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CXH'. [2025-10-09T22:47:03.232258] [INFO ] [FORECASTER] Starting predict_future for CXH [2025-10-09T22:47:03.257911] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:03.258596] [DEBUG] [LOCAL ] No optimal features file found for CXH: ./output/feature-sets/CXH.txt [2025-10-09T22:47:03.258677] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:03.258728] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:03.258759] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:03.258815] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:03.275959] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:03.276585] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:03.276693] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:03.276746] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:03.310269] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:03.310342] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:03.310377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:03.310405] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:03.313424] [DEBUG] [FORECASTER] CXH: Forecast T+1@11:T+2@11: UP (p=67.86%) [2025-10-09T22:47:03.313737] [INFO ] [FORECASTER] Completed predict_future for CXH [2025-10-09T22:47:03.313876] [INFO ] [sig ] CXH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:03.456528] [INFO ] [LOCAL ] Saved forecast: CXH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CXH.txt [2025-10-09T22:47:03.456888] [WARN ] [sig ] [540/2211] Failed CXH after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:03.456977] [INFO ] [sig ] [541/2211] Forecasting CXM... [2025-10-09T22:47:03.457018] [INFO ] [sig ] Generating forecast for: CXM [2025-10-09T22:47:03.457051] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXM' from 'https://tdm.silogroup.org/data/derivative_storage/CXM.csv'. [2025-10-09T22:47:03.466881] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CXM'. [2025-10-09T22:47:03.467190] [INFO ] [FORECASTER] Starting predict_future for CXM [2025-10-09T22:47:03.493679] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:03.494403] [DEBUG] [LOCAL ] No optimal features file found for CXM: ./output/feature-sets/CXM.txt [2025-10-09T22:47:03.494459] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:03.494493] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:03.494521] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:03.494576] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:03.512594] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:03.513196] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:03.513280] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:03.513315] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:03.550255] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:03.550361] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:03.550398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:03.550426] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:03.553748] [DEBUG] [FORECASTER] CXM: Forecast T+1@11:T+2@11: UP (p=91.46%) [2025-10-09T22:47:03.554028] [INFO ] [FORECASTER] Completed predict_future for CXM [2025-10-09T22:47:03.554176] [INFO ] [sig ] CXM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:03.707324] [INFO ] [LOCAL ] Saved forecast: CXM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/CXM.txt [2025-10-09T22:47:03.707597] [WARN ] [sig ] [541/2211] Failed CXM after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:03.707704] [INFO ] [sig ] [542/2211] Forecasting CXT... [2025-10-09T22:47:03.707748] [INFO ] [sig ] Generating forecast for: CXT [2025-10-09T22:47:03.707781] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXT' from 'https://tdm.silogroup.org/data/derivative_storage/CXT.csv'. [2025-10-09T22:47:03.717704] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CXT'. [2025-10-09T22:47:03.718035] [INFO ] [FORECASTER] Starting predict_future for CXT [2025-10-09T22:47:03.744662] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:03.745426] [DEBUG] [LOCAL ] No optimal features file found for CXT: ./output/feature-sets/CXT.txt [2025-10-09T22:47:03.745483] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:03.745518] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:03.745547] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:03.745605] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:03.763479] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:03.764076] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:03.764183] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:03.764220] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:03.801303] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:03.801495] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:03.801539] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:03.801569] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:03.805313] [DEBUG] [FORECASTER] CXT: Forecast T+1@11:T+2@11: DOWN (p=31.66%) [2025-10-09T22:47:03.805731] [INFO ] [FORECASTER] Completed predict_future for CXT [2025-10-09T22:47:03.805898] [INFO ] [sig ] CXT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:03.969573] [INFO ] [LOCAL ] Saved forecast: CXT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CXT.txt [2025-10-09T22:47:03.969839] [WARN ] [sig ] [542/2211] Failed CXT after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:03.969921] [INFO ] [sig ] [543/2211] Forecasting CXW... [2025-10-09T22:47:03.969963] [INFO ] [sig ] Generating forecast for: CXW [2025-10-09T22:47:03.969995] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CXW' from 'https://tdm.silogroup.org/data/derivative_storage/CXW.csv'. [2025-10-09T22:47:03.982109] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CXW'. [2025-10-09T22:47:03.982610] [INFO ] [FORECASTER] Starting predict_future for CXW [2025-10-09T22:47:04.012530] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:04.013752] [DEBUG] [LOCAL ] No optimal features file found for CXW: ./output/feature-sets/CXW.txt [2025-10-09T22:47:04.013854] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:04.013979] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:04.014026] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:04.014108] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:04.037123] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:04.038362] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:04.038473] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:04.038512] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:04.084869] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:04.085125] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:04.085175] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:04.085204] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:04.089559] [DEBUG] [FORECASTER] CXW: Forecast T+1@11:T+2@11: DOWN (p=3.18%) [2025-10-09T22:47:04.089944] [INFO ] [FORECASTER] Completed predict_future for CXW [2025-10-09T22:47:04.090114] [INFO ] [sig ] CXW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:04.244344] [INFO ] [LOCAL ] Saved forecast: CXW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CXW.txt [2025-10-09T22:47:04.244785] [WARN ] [sig ] [543/2211] Failed CXW after 0.3s | 4.48 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:04.244882] [INFO ] [sig ] [544/2211] Forecasting CYD... [2025-10-09T22:47:04.244924] [INFO ] [sig ] Generating forecast for: CYD [2025-10-09T22:47:04.244958] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CYD' from 'https://tdm.silogroup.org/data/derivative_storage/CYD.csv'. [2025-10-09T22:47:04.251099] [WARN ] [REMOTE ] Historical data not found for symbol 'CYD' (404). [2025-10-09T22:47:04.251417] [FATAL] [sig ] CYD: No historical data fetched. [2025-10-09T22:47:04.251522] [WARN ] [sig ] [544/2211] Failed CYD after 0.0s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:04.251605] [INFO ] [sig ] [545/2211] Forecasting CYH... [2025-10-09T22:47:04.251712] [INFO ] [sig ] Generating forecast for: CYH [2025-10-09T22:47:04.251772] [DEBUG] [REMOTE ] Fetching historical data for symbol 'CYH' from 'https://tdm.silogroup.org/data/derivative_storage/CYH.csv'. [2025-10-09T22:47:04.261818] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'CYH'. [2025-10-09T22:47:04.262419] [INFO ] [FORECASTER] Starting predict_future for CYH [2025-10-09T22:47:04.291313] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:04.292316] [DEBUG] [LOCAL ] No optimal features file found for CYH: ./output/feature-sets/CYH.txt [2025-10-09T22:47:04.292383] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:04.292420] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:04.292450] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:04.292509] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:04.311485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:04.312625] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:04.312761] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:04.312803] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:04.359997] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:04.360255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:04.360303] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:04.360334] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:04.364568] [DEBUG] [FORECASTER] CYH: Forecast T+1@11:T+2@11: DOWN (p=38.50%) [2025-10-09T22:47:04.364971] [INFO ] [FORECASTER] Completed predict_future for CYH [2025-10-09T22:47:04.365153] [INFO ] [sig ] CYH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:04.528195] [INFO ] [LOCAL ] Saved forecast: CYH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/CYH.txt [2025-10-09T22:47:04.528529] [WARN ] [sig ] [545/2211] Failed CYH after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:04.528613] [INFO ] [sig ] [546/2211] Forecasting D... [2025-10-09T22:47:04.528692] [INFO ] [sig ] Generating forecast for: D [2025-10-09T22:47:04.528741] [DEBUG] [REMOTE ] Fetching historical data for symbol 'D' from 'https://tdm.silogroup.org/data/derivative_storage/D.csv'. [2025-10-09T22:47:04.546024] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'D'. [2025-10-09T22:47:04.546583] [INFO ] [FORECASTER] Starting predict_future for D [2025-10-09T22:47:04.581450] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:04.582278] [DEBUG] [LOCAL ] No optimal features file found for D: ./output/feature-sets/D.txt [2025-10-09T22:47:04.582335] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:04.582368] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:04.582396] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:04.582452] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:04.600236] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:04.601127] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:04.601252] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:04.601306] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:04.635974] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:04.636160] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:04.636202] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:04.636232] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:04.639834] [DEBUG] [FORECASTER] D: Forecast T+1@11:T+2@11: DOWN (p=27.35%) [2025-10-09T22:47:04.640141] [INFO ] [FORECASTER] Completed predict_future for D [2025-10-09T22:47:04.640275] [INFO ] [sig ] D: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:04.785547] [INFO ] [LOCAL ] Saved forecast: D 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/D.txt [2025-10-09T22:47:04.785851] [WARN ] [sig ] [546/2211] Failed D after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:04.785938] [INFO ] [sig ] [547/2211] Forecasting DAC... [2025-10-09T22:47:04.785978] [INFO ] [sig ] Generating forecast for: DAC [2025-10-09T22:47:04.786011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAC' from 'https://tdm.silogroup.org/data/derivative_storage/DAC.csv'. [2025-10-09T22:47:04.795316] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DAC'. [2025-10-09T22:47:04.795622] [INFO ] [FORECASTER] Starting predict_future for DAC [2025-10-09T22:47:04.821119] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:04.821876] [DEBUG] [LOCAL ] No optimal features file found for DAC: ./output/feature-sets/DAC.txt [2025-10-09T22:47:04.821931] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:04.821965] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:04.821993] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:04.822051] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:04.839590] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:04.840270] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:04.840358] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:04.840391] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:04.872772] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:04.873003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:04.873048] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:04.873076] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:04.878625] [DEBUG] [FORECASTER] DAC: Forecast T+1@11:T+2@11: DOWN (p=23.90%) [2025-10-09T22:47:04.878944] [INFO ] [FORECASTER] Completed predict_future for DAC [2025-10-09T22:47:04.879080] [INFO ] [sig ] DAC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:05.023876] [INFO ] [LOCAL ] Saved forecast: DAC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DAC.txt [2025-10-09T22:47:05.024092] [WARN ] [sig ] [547/2211] Failed DAC after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:05.024171] [INFO ] [sig ] [548/2211] Forecasting DAL... [2025-10-09T22:47:05.024210] [INFO ] [sig ] Generating forecast for: DAL [2025-10-09T22:47:05.024242] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAL' from 'https://tdm.silogroup.org/data/derivative_storage/DAL.csv'. [2025-10-09T22:47:05.033919] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DAL'. [2025-10-09T22:47:05.034194] [INFO ] [FORECASTER] Starting predict_future for DAL [2025-10-09T22:47:05.059665] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:05.060396] [DEBUG] [LOCAL ] No optimal features file found for DAL: ./output/feature-sets/DAL.txt [2025-10-09T22:47:05.060452] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:05.060487] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:05.060516] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:05.060573] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:05.078659] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:05.079226] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:05.079309] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:05.079379] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:05.112867] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:05.112986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:05.113024] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:05.113054] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:05.116320] [DEBUG] [FORECASTER] DAL: Forecast T+1@11:T+2@11: UP (p=70.50%) [2025-10-09T22:47:05.116586] [INFO ] [FORECASTER] Completed predict_future for DAL [2025-10-09T22:47:05.116746] [INFO ] [sig ] DAL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:05.260910] [INFO ] [LOCAL ] Saved forecast: DAL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DAL.txt [2025-10-09T22:47:05.261154] [WARN ] [sig ] [548/2211] Failed DAL after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:05.261229] [INFO ] [sig ] [549/2211] Forecasting DAN... [2025-10-09T22:47:05.261268] [INFO ] [sig ] Generating forecast for: DAN [2025-10-09T22:47:05.261300] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAN' from 'https://tdm.silogroup.org/data/derivative_storage/DAN.csv'. [2025-10-09T22:47:05.270754] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DAN'. [2025-10-09T22:47:05.271020] [INFO ] [FORECASTER] Starting predict_future for DAN [2025-10-09T22:47:05.296274] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:05.297042] [DEBUG] [LOCAL ] No optimal features file found for DAN: ./output/feature-sets/DAN.txt [2025-10-09T22:47:05.297101] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:05.297136] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:05.297164] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:05.297219] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:05.315021] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:05.315592] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:05.315697] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:05.315747] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:05.348632] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:05.348743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:05.348782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:05.348811] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:05.352201] [DEBUG] [FORECASTER] DAN: Forecast T+1@11:T+2@11: DOWN (p=5.73%) [2025-10-09T22:47:05.352477] [INFO ] [FORECASTER] Completed predict_future for DAN [2025-10-09T22:47:05.352611] [INFO ] [sig ] DAN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:05.497323] [INFO ] [LOCAL ] Saved forecast: DAN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DAN.txt [2025-10-09T22:47:05.497589] [WARN ] [sig ] [549/2211] Failed DAN after 0.2s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:05.497695] [INFO ] [sig ] [550/2211] Forecasting DAO... [2025-10-09T22:47:05.497741] [INFO ] [sig ] Generating forecast for: DAO [2025-10-09T22:47:05.497773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAO' from 'https://tdm.silogroup.org/data/derivative_storage/DAO.csv'. [2025-10-09T22:47:05.508769] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DAO'. [2025-10-09T22:47:05.509177] [INFO ] [FORECASTER] Starting predict_future for DAO [2025-10-09T22:47:05.535587] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:05.536418] [DEBUG] [LOCAL ] No optimal features file found for DAO: ./output/feature-sets/DAO.txt [2025-10-09T22:47:05.536498] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:05.536534] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:05.536561] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:05.536617] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:05.554952] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:05.555819] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:05.555910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:05.555944] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:05.593379] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:05.593571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:05.593614] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:05.593672] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:05.597303] [DEBUG] [FORECASTER] DAO: Forecast T+1@11:T+2@11: UP (p=72.24%) [2025-10-09T22:47:05.597627] [INFO ] [FORECASTER] Completed predict_future for DAO [2025-10-09T22:47:05.597818] [INFO ] [sig ] DAO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:05.755692] [INFO ] [LOCAL ] Saved forecast: DAO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DAO.txt [2025-10-09T22:47:05.755983] [WARN ] [sig ] [550/2211] Failed DAO after 0.3s | 4.49 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:05.756063] [INFO ] [sig ] [551/2211] Forecasting DAR... [2025-10-09T22:47:05.756103] [INFO ] [sig ] Generating forecast for: DAR [2025-10-09T22:47:05.756178] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAR' from 'https://tdm.silogroup.org/data/derivative_storage/DAR.csv'. [2025-10-09T22:47:05.767527] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DAR'. [2025-10-09T22:47:05.768015] [INFO ] [FORECASTER] Starting predict_future for DAR [2025-10-09T22:47:05.796163] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:05.796946] [DEBUG] [LOCAL ] No optimal features file found for DAR: ./output/feature-sets/DAR.txt [2025-10-09T22:47:05.797009] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:05.797045] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:05.797075] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:05.797140] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:05.820863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:05.822541] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:05.822675] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:05.822733] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:05.870484] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:05.870760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:05.870821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:05.870853] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:05.875179] [DEBUG] [FORECASTER] DAR: Forecast T+1@11:T+2@11: UP (p=89.60%) [2025-10-09T22:47:05.875540] [INFO ] [FORECASTER] Completed predict_future for DAR [2025-10-09T22:47:05.875736] [INFO ] [sig ] DAR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:06.035490] [INFO ] [LOCAL ] Saved forecast: DAR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DAR.txt [2025-10-09T22:47:06.035947] [WARN ] [sig ] [551/2211] Failed DAR after 0.3s | 4.48 sym/s | Total: 2.0m | ETA: 6.2m [2025-10-09T22:47:06.036050] [INFO ] [sig ] [552/2211] Forecasting DAVA... [2025-10-09T22:47:06.036110] [INFO ] [sig ] Generating forecast for: DAVA [2025-10-09T22:47:06.036154] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAVA' from 'https://tdm.silogroup.org/data/derivative_storage/DAVA.csv'. [2025-10-09T22:47:06.049479] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DAVA'. [2025-10-09T22:47:06.050140] [INFO ] [FORECASTER] Starting predict_future for DAVA [2025-10-09T22:47:06.079541] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:06.080528] [DEBUG] [LOCAL ] No optimal features file found for DAVA: ./output/feature-sets/DAVA.txt [2025-10-09T22:47:06.080591] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:06.080630] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:06.080705] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:06.080778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:06.098895] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:06.100035] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:06.100136] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:06.100171] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:06.146267] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:06.146518] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:06.146590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:06.146633] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:06.150757] [DEBUG] [FORECASTER] DAVA: Forecast T+1@11:T+2@11: UP (p=80.92%) [2025-10-09T22:47:06.151072] [INFO ] [FORECASTER] Completed predict_future for DAVA [2025-10-09T22:47:06.151223] [INFO ] [sig ] DAVA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:06.298589] [INFO ] [LOCAL ] Saved forecast: DAVA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DAVA.txt [2025-10-09T22:47:06.299016] [WARN ] [sig ] [552/2211] Failed DAVA after 0.3s | 4.48 sym/s | Total: 2.1m | ETA: 6.2m [2025-10-09T22:47:06.299110] [INFO ] [sig ] [553/2211] Forecasting DAY... [2025-10-09T22:47:06.299152] [INFO ] [sig ] Generating forecast for: DAY [2025-10-09T22:47:06.299188] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DAY' from 'https://tdm.silogroup.org/data/derivative_storage/DAY.csv'. [2025-10-09T22:47:06.310808] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DAY'. [2025-10-09T22:47:06.311274] [INFO ] [FORECASTER] Starting predict_future for DAY [2025-10-09T22:47:06.337928] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:06.338774] [DEBUG] [LOCAL ] No optimal features file found for DAY: ./output/feature-sets/DAY.txt [2025-10-09T22:47:06.338831] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:06.338866] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:06.338893] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:06.338951] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:06.357132] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:06.357925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:06.358027] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:06.358061] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:06.407246] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:06.407527] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:06.407625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:06.407707] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:06.412013] [DEBUG] [FORECASTER] DAY: Forecast T+1@11:T+2@11: UP (p=84.73%) [2025-10-09T22:47:06.412357] [INFO ] [FORECASTER] Completed predict_future for DAY [2025-10-09T22:47:06.412581] [INFO ] [sig ] DAY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:06.574774] [INFO ] [LOCAL ] Saved forecast: DAY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DAY.txt [2025-10-09T22:47:06.575234] [WARN ] [sig ] [553/2211] Failed DAY after 0.3s | 4.48 sym/s | Total: 2.1m | ETA: 6.2m [2025-10-09T22:47:06.575343] [INFO ] [sig ] [554/2211] Forecasting DB... [2025-10-09T22:47:06.575403] [INFO ] [sig ] Generating forecast for: DB [2025-10-09T22:47:06.575443] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DB' from 'https://tdm.silogroup.org/data/derivative_storage/DB.csv'. [2025-10-09T22:47:06.589772] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DB'. [2025-10-09T22:47:06.590297] [INFO ] [FORECASTER] Starting predict_future for DB [2025-10-09T22:47:06.623955] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:06.624949] [DEBUG] [LOCAL ] No optimal features file found for DB: ./output/feature-sets/DB.txt [2025-10-09T22:47:06.625013] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:06.625052] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:06.625081] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:06.625208] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:06.644131] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:06.645350] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:06.645463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:06.645518] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:06.685240] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:06.685390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:06.685430] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:06.685459] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:06.689087] [DEBUG] [FORECASTER] DB: Forecast T+1@11:T+2@11: UP (p=91.04%) [2025-10-09T22:47:06.689386] [INFO ] [FORECASTER] Completed predict_future for DB [2025-10-09T22:47:06.689538] [INFO ] [sig ] DB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:06.834246] [INFO ] [LOCAL ] Saved forecast: DB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DB.txt [2025-10-09T22:47:06.834512] [WARN ] [sig ] [554/2211] Failed DB after 0.3s | 4.48 sym/s | Total: 2.1m | ETA: 6.2m [2025-10-09T22:47:06.834588] [INFO ] [sig ] [555/2211] Forecasting DBD... [2025-10-09T22:47:06.834627] [INFO ] [sig ] Generating forecast for: DBD [2025-10-09T22:47:06.834697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBD' from 'https://tdm.silogroup.org/data/derivative_storage/DBD.csv'. [2025-10-09T22:47:06.840232] [WARN ] [REMOTE ] Historical data not found for symbol 'DBD' (404). [2025-10-09T22:47:06.840536] [FATAL] [sig ] DBD: No historical data fetched. [2025-10-09T22:47:06.840630] [WARN ] [sig ] [555/2211] Failed DBD after 0.0s | 4.49 sym/s | Total: 2.1m | ETA: 6.2m [2025-10-09T22:47:06.840721] [INFO ] [sig ] [556/2211] Forecasting DBI... [2025-10-09T22:47:06.840762] [INFO ] [sig ] Generating forecast for: DBI [2025-10-09T22:47:06.840793] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBI' from 'https://tdm.silogroup.org/data/derivative_storage/DBI.csv'. [2025-10-09T22:47:06.850207] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DBI'. [2025-10-09T22:47:06.850633] [INFO ] [FORECASTER] Starting predict_future for DBI [2025-10-09T22:47:06.877079] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:06.877969] [DEBUG] [LOCAL ] No optimal features file found for DBI: ./output/feature-sets/DBI.txt [2025-10-09T22:47:06.878079] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:06.878137] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:06.878176] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:06.878247] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:06.896124] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:06.897088] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:06.897194] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:06.897228] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:06.934265] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:06.934496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:06.934543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:06.934573] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:06.938454] [DEBUG] [FORECASTER] DBI: Forecast T+1@11:T+2@11: UP (p=82.82%) [2025-10-09T22:47:06.938808] [INFO ] [FORECASTER] Completed predict_future for DBI [2025-10-09T22:47:06.938965] [INFO ] [sig ] DBI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:07.084301] [INFO ] [LOCAL ] Saved forecast: DBI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DBI.txt [2025-10-09T22:47:07.084570] [WARN ] [sig ] [556/2211] Failed DBI after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:07.084669] [INFO ] [sig ] [557/2211] Forecasting DBL... [2025-10-09T22:47:07.084724] [INFO ] [sig ] Generating forecast for: DBL [2025-10-09T22:47:07.084759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBL' from 'https://tdm.silogroup.org/data/derivative_storage/DBL.csv'. [2025-10-09T22:47:07.090027] [WARN ] [REMOTE ] Historical data not found for symbol 'DBL' (404). [2025-10-09T22:47:07.090282] [FATAL] [sig ] DBL: No historical data fetched. [2025-10-09T22:47:07.090371] [WARN ] [sig ] [557/2211] Failed DBL after 0.0s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:07.090441] [INFO ] [sig ] [558/2211] Forecasting DBRG... [2025-10-09T22:47:07.090481] [INFO ] [sig ] Generating forecast for: DBRG [2025-10-09T22:47:07.090512] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DBRG' from 'https://tdm.silogroup.org/data/derivative_storage/DBRG.csv'. [2025-10-09T22:47:07.099718] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DBRG'. [2025-10-09T22:47:07.100173] [INFO ] [FORECASTER] Starting predict_future for DBRG [2025-10-09T22:47:07.126512] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:07.127426] [DEBUG] [LOCAL ] No optimal features file found for DBRG: ./output/feature-sets/DBRG.txt [2025-10-09T22:47:07.127483] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:07.127518] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:07.127545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:07.127622] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:07.145491] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:07.146367] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:07.146464] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:07.146498] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:07.180199] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:07.180401] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:07.180447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:07.180476] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:07.184112] [DEBUG] [FORECASTER] DBRG: Forecast T+1@11:T+2@11: DOWN (p=22.74%) [2025-10-09T22:47:07.184425] [INFO ] [FORECASTER] Completed predict_future for DBRG [2025-10-09T22:47:07.184565] [INFO ] [sig ] DBRG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:07.330965] [INFO ] [LOCAL ] Saved forecast: DBRG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DBRG.txt [2025-10-09T22:47:07.331267] [WARN ] [sig ] [558/2211] Failed DBRG after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:07.331348] [INFO ] [sig ] [559/2211] Forecasting DCI... [2025-10-09T22:47:07.331388] [INFO ] [sig ] Generating forecast for: DCI [2025-10-09T22:47:07.331419] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DCI' from 'https://tdm.silogroup.org/data/derivative_storage/DCI.csv'. [2025-10-09T22:47:07.341202] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DCI'. [2025-10-09T22:47:07.341537] [INFO ] [FORECASTER] Starting predict_future for DCI [2025-10-09T22:47:07.367812] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:07.368542] [DEBUG] [LOCAL ] No optimal features file found for DCI: ./output/feature-sets/DCI.txt [2025-10-09T22:47:07.368604] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:07.368665] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:07.368719] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:07.368782] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:07.387024] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:07.387619] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:07.387763] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:07.387806] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:07.449447] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:07.449568] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:07.449610] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:07.449638] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:07.453204] [DEBUG] [FORECASTER] DCI: Forecast T+1@11:T+2@11: UP (p=85.44%) [2025-10-09T22:47:07.453485] [INFO ] [FORECASTER] Completed predict_future for DCI [2025-10-09T22:47:07.453621] [INFO ] [sig ] DCI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:07.599545] [INFO ] [LOCAL ] Saved forecast: DCI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DCI.txt [2025-10-09T22:47:07.599850] [WARN ] [sig ] [559/2211] Failed DCI after 0.3s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:07.599938] [INFO ] [sig ] [560/2211] Forecasting DCO... [2025-10-09T22:47:07.599978] [INFO ] [sig ] Generating forecast for: DCO [2025-10-09T22:47:07.600011] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DCO' from 'https://tdm.silogroup.org/data/derivative_storage/DCO.csv'. [2025-10-09T22:47:07.610329] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DCO'. [2025-10-09T22:47:07.610664] [INFO ] [FORECASTER] Starting predict_future for DCO [2025-10-09T22:47:07.637825] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:07.638702] [DEBUG] [LOCAL ] No optimal features file found for DCO: ./output/feature-sets/DCO.txt [2025-10-09T22:47:07.638761] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:07.638795] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:07.638823] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:07.638880] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:07.656316] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:07.656892] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:07.656974] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:07.657055] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:07.690070] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:07.690153] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:07.690188] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:07.690217] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:07.693299] [DEBUG] [FORECASTER] DCO: Forecast T+1@11:T+2@11: UP (p=74.11%) [2025-10-09T22:47:07.693557] [INFO ] [FORECASTER] Completed predict_future for DCO [2025-10-09T22:47:07.693720] [INFO ] [sig ] DCO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:07.838119] [INFO ] [LOCAL ] Saved forecast: DCO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DCO.txt [2025-10-09T22:47:07.838390] [WARN ] [sig ] [560/2211] Failed DCO after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:07.838473] [INFO ] [sig ] [561/2211] Forecasting DD... [2025-10-09T22:47:07.838513] [INFO ] [sig ] Generating forecast for: DD [2025-10-09T22:47:07.838545] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DD' from 'https://tdm.silogroup.org/data/derivative_storage/DD.csv'. [2025-10-09T22:47:07.848968] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'DD'. [2025-10-09T22:47:07.849342] [INFO ] [FORECASTER] Starting predict_future for DD [2025-10-09T22:47:07.876883] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:07.877741] [DEBUG] [LOCAL ] No optimal features file found for DD: ./output/feature-sets/DD.txt [2025-10-09T22:47:07.877799] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:07.877834] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:07.877864] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:07.877924] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:07.896240] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:07.896835] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:07.896921] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:07.896957] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:07.934034] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:07.934138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:07.934177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:07.934208] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:07.937502] [DEBUG] [FORECASTER] DD: Forecast T+1@11:T+2@11: UP (p=64.80%) [2025-10-09T22:47:07.937836] [INFO ] [FORECASTER] Completed predict_future for DD [2025-10-09T22:47:07.937975] [INFO ] [sig ] DD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:08.092880] [INFO ] [LOCAL ] Saved forecast: DD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DD.txt [2025-10-09T22:47:08.093098] [WARN ] [sig ] [561/2211] Failed DD after 0.3s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:08.093174] [INFO ] [sig ] [562/2211] Forecasting DDD... [2025-10-09T22:47:08.093214] [INFO ] [sig ] Generating forecast for: DDD [2025-10-09T22:47:08.093245] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDD' from 'https://tdm.silogroup.org/data/derivative_storage/DDD.csv'. [2025-10-09T22:47:08.103777] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DDD'. [2025-10-09T22:47:08.104075] [INFO ] [FORECASTER] Starting predict_future for DDD [2025-10-09T22:47:08.129755] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:08.130448] [DEBUG] [LOCAL ] No optimal features file found for DDD: ./output/feature-sets/DDD.txt [2025-10-09T22:47:08.130507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:08.130558] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:08.130587] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:08.130664] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:08.148600] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:08.149167] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:08.149250] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:08.149284] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:08.183615] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:08.183722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:08.183766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:08.183795] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:08.186878] [DEBUG] [FORECASTER] DDD: Forecast T+1@11:T+2@11: UP (p=68.03%) [2025-10-09T22:47:08.187137] [INFO ] [FORECASTER] Completed predict_future for DDD [2025-10-09T22:47:08.187262] [INFO ] [sig ] DDD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:08.333080] [INFO ] [LOCAL ] Saved forecast: DDD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DDD.txt [2025-10-09T22:47:08.333341] [WARN ] [sig ] [562/2211] Failed DDD after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:08.333395] [INFO ] [sig ] [563/2211] Forecasting DDL... [2025-10-09T22:47:08.333427] [INFO ] [sig ] Generating forecast for: DDL [2025-10-09T22:47:08.333457] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDL' from 'https://tdm.silogroup.org/data/derivative_storage/DDL.csv'. [2025-10-09T22:47:08.343005] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DDL'. [2025-10-09T22:47:08.343295] [INFO ] [FORECASTER] Starting predict_future for DDL [2025-10-09T22:47:08.368717] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:08.369404] [DEBUG] [LOCAL ] No optimal features file found for DDL: ./output/feature-sets/DDL.txt [2025-10-09T22:47:08.369457] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:08.369491] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:08.369519] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:08.369576] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:08.387351] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:08.387953] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:08.388037] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:08.388071] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:08.422382] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:08.422478] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:08.422514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:08.422542] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:08.425852] [DEBUG] [FORECASTER] DDL: Forecast T+1@11:T+2@11: DOWN (p=4.49%) [2025-10-09T22:47:08.426116] [INFO ] [FORECASTER] Completed predict_future for DDL [2025-10-09T22:47:08.426243] [INFO ] [sig ] DDL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:08.568496] [INFO ] [LOCAL ] Saved forecast: DDL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DDL.txt [2025-10-09T22:47:08.568758] [WARN ] [sig ] [563/2211] Failed DDL after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:08.568867] [INFO ] [sig ] [564/2211] Forecasting DDS... [2025-10-09T22:47:08.568908] [INFO ] [sig ] Generating forecast for: DDS [2025-10-09T22:47:08.568939] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDS' from 'https://tdm.silogroup.org/data/derivative_storage/DDS.csv'. [2025-10-09T22:47:08.579451] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'DDS'. [2025-10-09T22:47:08.579779] [INFO ] [FORECASTER] Starting predict_future for DDS [2025-10-09T22:47:08.605247] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:08.605970] [DEBUG] [LOCAL ] No optimal features file found for DDS: ./output/feature-sets/DDS.txt [2025-10-09T22:47:08.606024] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:08.606057] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:08.606085] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:08.606140] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:08.624610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:08.625432] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:08.625520] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:08.625554] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:08.659813] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:08.659988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:08.660028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:08.660058] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:08.663631] [DEBUG] [FORECASTER] DDS: Forecast T+1@11:T+2@11: DOWN (p=32.07%) [2025-10-09T22:47:08.663940] [INFO ] [FORECASTER] Completed predict_future for DDS [2025-10-09T22:47:08.664071] [INFO ] [sig ] DDS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:08.807206] [INFO ] [LOCAL ] Saved forecast: DDS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DDS.txt [2025-10-09T22:47:08.807408] [WARN ] [sig ] [564/2211] Failed DDS after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:08.807482] [INFO ] [sig ] [565/2211] Forecasting DDT... [2025-10-09T22:47:08.807520] [INFO ] [sig ] Generating forecast for: DDT [2025-10-09T22:47:08.807551] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DDT' from 'https://tdm.silogroup.org/data/derivative_storage/DDT.csv'. [2025-10-09T22:47:08.816298] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DDT'. [2025-10-09T22:47:08.816571] [INFO ] [FORECASTER] Starting predict_future for DDT [2025-10-09T22:47:08.842259] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:08.842987] [DEBUG] [LOCAL ] No optimal features file found for DDT: ./output/feature-sets/DDT.txt [2025-10-09T22:47:08.843042] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:08.843076] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:08.843104] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:08.843161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:08.861009] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:08.861554] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:08.861635] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:08.861710] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:08.899319] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:08.899415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:08.899452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:08.899481] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:08.902785] [DEBUG] [FORECASTER] DDT: Forecast T+1@11:T+2@11: UP (p=93.47%) [2025-10-09T22:47:08.903052] [INFO ] [FORECASTER] Completed predict_future for DDT [2025-10-09T22:47:08.903211] [INFO ] [sig ] DDT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:09.047961] [INFO ] [LOCAL ] Saved forecast: DDT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DDT.txt [2025-10-09T22:47:09.048162] [WARN ] [sig ] [565/2211] Failed DDT after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:09.048250] [INFO ] [sig ] [566/2211] Forecasting DE... [2025-10-09T22:47:09.048298] [INFO ] [sig ] Generating forecast for: DE [2025-10-09T22:47:09.048335] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DE' from 'https://tdm.silogroup.org/data/derivative_storage/DE.csv'. [2025-10-09T22:47:09.058716] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DE'. [2025-10-09T22:47:09.059011] [INFO ] [FORECASTER] Starting predict_future for DE [2025-10-09T22:47:09.085006] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:09.085812] [DEBUG] [LOCAL ] No optimal features file found for DE: ./output/feature-sets/DE.txt [2025-10-09T22:47:09.085867] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:09.085957] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:09.085994] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:09.086052] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:09.103591] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:09.104165] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:09.104248] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:09.104282] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:09.141377] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:09.141460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:09.141496] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:09.141524] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:09.144664] [DEBUG] [FORECASTER] DE: Forecast T+1@11:T+2@11: DOWN (p=1.84%) [2025-10-09T22:47:09.144934] [INFO ] [FORECASTER] Completed predict_future for DE [2025-10-09T22:47:09.145065] [INFO ] [sig ] DE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:09.290728] [INFO ] [LOCAL ] Saved forecast: DE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DE.txt [2025-10-09T22:47:09.290973] [WARN ] [sig ] [566/2211] Failed DE after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:09.291052] [INFO ] [sig ] [567/2211] Forecasting DEA... [2025-10-09T22:47:09.291092] [INFO ] [sig ] Generating forecast for: DEA [2025-10-09T22:47:09.291123] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEA' from 'https://tdm.silogroup.org/data/derivative_storage/DEA.csv'. [2025-10-09T22:47:09.296175] [WARN ] [REMOTE ] Historical data not found for symbol 'DEA' (404). [2025-10-09T22:47:09.296484] [FATAL] [sig ] DEA: No historical data fetched. [2025-10-09T22:47:09.296601] [WARN ] [sig ] [567/2211] Failed DEA after 0.0s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:09.296715] [INFO ] [sig ] [568/2211] Forecasting DEC... [2025-10-09T22:47:09.296788] [INFO ] [sig ] Generating forecast for: DEC [2025-10-09T22:47:09.296863] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEC' from 'https://tdm.silogroup.org/data/derivative_storage/DEC.csv'. [2025-10-09T22:47:09.306701] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DEC'. [2025-10-09T22:47:09.307036] [INFO ] [FORECASTER] Starting predict_future for DEC [2025-10-09T22:47:09.333330] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:09.334094] [DEBUG] [LOCAL ] No optimal features file found for DEC: ./output/feature-sets/DEC.txt [2025-10-09T22:47:09.334150] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:09.334206] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:09.334242] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:09.334301] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:09.352721] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:09.353284] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:09.353370] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:09.353406] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:09.390611] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:09.390745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:09.390799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:09.390831] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:09.394199] [DEBUG] [FORECASTER] DEC: Forecast T+1@11:T+2@11: UP (p=84.12%) [2025-10-09T22:47:09.394482] [INFO ] [FORECASTER] Completed predict_future for DEC [2025-10-09T22:47:09.394620] [INFO ] [sig ] DEC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:09.544783] [INFO ] [LOCAL ] Saved forecast: DEC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DEC.txt [2025-10-09T22:47:09.545078] [WARN ] [sig ] [568/2211] Failed DEC after 0.2s | 4.49 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:09.545159] [INFO ] [sig ] [569/2211] Forecasting DECK... [2025-10-09T22:47:09.545199] [INFO ] [sig ] Generating forecast for: DECK [2025-10-09T22:47:09.545230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DECK' from 'https://tdm.silogroup.org/data/derivative_storage/DECK.csv'. [2025-10-09T22:47:09.550118] [WARN ] [REMOTE ] Historical data not found for symbol 'DECK' (404). [2025-10-09T22:47:09.550370] [FATAL] [sig ] DECK: No historical data fetched. [2025-10-09T22:47:09.550462] [WARN ] [sig ] [569/2211] Failed DECK after 0.0s | 4.50 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:09.550531] [INFO ] [sig ] [570/2211] Forecasting DEI... [2025-10-09T22:47:09.550571] [INFO ] [sig ] Generating forecast for: DEI [2025-10-09T22:47:09.550604] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEI' from 'https://tdm.silogroup.org/data/derivative_storage/DEI.csv'. [2025-10-09T22:47:09.554517] [WARN ] [REMOTE ] Historical data not found for symbol 'DEI' (404). [2025-10-09T22:47:09.554712] [FATAL] [sig ] DEI: No historical data fetched. [2025-10-09T22:47:09.554812] [WARN ] [sig ] [570/2211] Failed DEI after 0.0s | 4.51 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:09.554877] [INFO ] [sig ] [571/2211] Forecasting DELL... [2025-10-09T22:47:09.554914] [INFO ] [sig ] Generating forecast for: DELL [2025-10-09T22:47:09.554949] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DELL' from 'https://tdm.silogroup.org/data/derivative_storage/DELL.csv'. [2025-10-09T22:47:09.563908] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DELL'. [2025-10-09T22:47:09.564187] [INFO ] [FORECASTER] Starting predict_future for DELL [2025-10-09T22:47:09.589799] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:09.590527] [DEBUG] [LOCAL ] No optimal features file found for DELL: ./output/feature-sets/DELL.txt [2025-10-09T22:47:09.590582] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:09.590615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:09.590666] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:09.590748] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:09.608331] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:09.608918] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:09.609057] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:09.609113] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:09.644816] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:09.644910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:09.644946] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:09.644974] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:09.648065] [DEBUG] [FORECASTER] DELL: Forecast T+1@11:T+2@11: UP (p=72.79%) [2025-10-09T22:47:09.648336] [INFO ] [FORECASTER] Completed predict_future for DELL [2025-10-09T22:47:09.648473] [INFO ] [sig ] DELL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:09.792297] [INFO ] [LOCAL ] Saved forecast: DELL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DELL.txt [2025-10-09T22:47:09.792530] [WARN ] [sig ] [571/2211] Failed DELL after 0.2s | 4.51 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:09.792605] [INFO ] [sig ] [572/2211] Forecasting DEO... [2025-10-09T22:47:09.792668] [INFO ] [sig ] Generating forecast for: DEO [2025-10-09T22:47:09.792722] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DEO' from 'https://tdm.silogroup.org/data/derivative_storage/DEO.csv'. [2025-10-09T22:47:09.802276] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DEO'. [2025-10-09T22:47:09.802755] [INFO ] [FORECASTER] Starting predict_future for DEO [2025-10-09T22:47:09.828167] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:09.828973] [DEBUG] [LOCAL ] No optimal features file found for DEO: ./output/feature-sets/DEO.txt [2025-10-09T22:47:09.829028] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:09.829110] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:09.829148] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:09.829349] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:09.846990] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:09.847671] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:09.847761] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:09.847795] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:09.911518] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:09.911638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:09.911720] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:09.911755] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:09.915151] [DEBUG] [FORECASTER] DEO: Forecast T+1@11:T+2@11: UP (p=92.50%) [2025-10-09T22:47:09.915426] [INFO ] [FORECASTER] Completed predict_future for DEO [2025-10-09T22:47:09.915558] [INFO ] [sig ] DEO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:10.059271] [INFO ] [LOCAL ] Saved forecast: DEO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DEO.txt [2025-10-09T22:47:10.059471] [WARN ] [sig ] [572/2211] Failed DEO after 0.3s | 4.51 sym/s | Total: 2.1m | ETA: 6.1m [2025-10-09T22:47:10.059546] [INFO ] [sig ] [573/2211] Forecasting DFH... [2025-10-09T22:47:10.059584] [INFO ] [sig ] Generating forecast for: DFH [2025-10-09T22:47:10.059615] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DFH' from 'https://tdm.silogroup.org/data/derivative_storage/DFH.csv'. [2025-10-09T22:47:10.064639] [WARN ] [REMOTE ] Historical data not found for symbol 'DFH' (404). [2025-10-09T22:47:10.064926] [FATAL] [sig ] DFH: No historical data fetched. [2025-10-09T22:47:10.065020] [WARN ] [sig ] [573/2211] Failed DFH after 0.0s | 4.51 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:10.065089] [INFO ] [sig ] [574/2211] Forecasting DFIN... [2025-10-09T22:47:10.065130] [INFO ] [sig ] Generating forecast for: DFIN [2025-10-09T22:47:10.065206] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DFIN' from 'https://tdm.silogroup.org/data/derivative_storage/DFIN.csv'. [2025-10-09T22:47:10.069148] [WARN ] [REMOTE ] Historical data not found for symbol 'DFIN' (404). [2025-10-09T22:47:10.069347] [FATAL] [sig ] DFIN: No historical data fetched. [2025-10-09T22:47:10.069432] [WARN ] [sig ] [574/2211] Failed DFIN after 0.0s | 4.52 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:10.069500] [INFO ] [sig ] [575/2211] Forecasting DFP... [2025-10-09T22:47:10.069540] [INFO ] [sig ] Generating forecast for: DFP [2025-10-09T22:47:10.069571] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DFP' from 'https://tdm.silogroup.org/data/derivative_storage/DFP.csv'. [2025-10-09T22:47:10.078308] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DFP'. [2025-10-09T22:47:10.078760] [INFO ] [FORECASTER] Starting predict_future for DFP [2025-10-09T22:47:10.104856] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:10.105635] [DEBUG] [LOCAL ] No optimal features file found for DFP: ./output/feature-sets/DFP.txt [2025-10-09T22:47:10.105717] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:10.105753] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:10.105781] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:10.105837] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:10.123481] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:10.124331] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:10.124431] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:10.124464] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:10.156947] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:10.157146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:10.157191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:10.157227] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:10.161187] [DEBUG] [FORECASTER] DFP: Forecast T+1@11:T+2@11: UP (p=93.79%) [2025-10-09T22:47:10.161559] [INFO ] [FORECASTER] Completed predict_future for DFP [2025-10-09T22:47:10.161747] [INFO ] [sig ] DFP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:10.319955] [INFO ] [LOCAL ] Saved forecast: DFP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DFP.txt [2025-10-09T22:47:10.320282] [WARN ] [sig ] [575/2211] Failed DFP after 0.3s | 4.52 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:10.320381] [INFO ] [sig ] [576/2211] Forecasting DG... [2025-10-09T22:47:10.320448] [INFO ] [sig ] Generating forecast for: DG [2025-10-09T22:47:10.320512] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DG' from 'https://tdm.silogroup.org/data/derivative_storage/DG.csv'. [2025-10-09T22:47:10.330829] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DG'. [2025-10-09T22:47:10.331235] [INFO ] [FORECASTER] Starting predict_future for DG [2025-10-09T22:47:10.359260] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:10.360156] [DEBUG] [LOCAL ] No optimal features file found for DG: ./output/feature-sets/DG.txt [2025-10-09T22:47:10.360213] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:10.360249] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:10.360278] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:10.360337] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:10.380198] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:10.381118] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:10.381243] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:10.381288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:10.417489] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:10.417684] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:10.417744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:10.417777] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:10.421239] [DEBUG] [FORECASTER] DG: Forecast T+1@11:T+2@11: DOWN (p=37.54%) [2025-10-09T22:47:10.421527] [INFO ] [FORECASTER] Completed predict_future for DG [2025-10-09T22:47:10.421693] [INFO ] [sig ] DG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:10.583483] [INFO ] [LOCAL ] Saved forecast: DG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DG.txt [2025-10-09T22:47:10.583746] [WARN ] [sig ] [576/2211] Failed DG after 0.3s | 4.52 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:10.583831] [INFO ] [sig ] [577/2211] Forecasting DGX... [2025-10-09T22:47:10.583871] [INFO ] [sig ] Generating forecast for: DGX [2025-10-09T22:47:10.583904] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DGX' from 'https://tdm.silogroup.org/data/derivative_storage/DGX.csv'. [2025-10-09T22:47:10.588710] [WARN ] [REMOTE ] Historical data not found for symbol 'DGX' (404). [2025-10-09T22:47:10.588901] [FATAL] [sig ] DGX: No historical data fetched. [2025-10-09T22:47:10.588985] [WARN ] [sig ] [577/2211] Failed DGX after 0.0s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:10.589050] [INFO ] [sig ] [578/2211] Forecasting DHF... [2025-10-09T22:47:10.589089] [INFO ] [sig ] Generating forecast for: DHF [2025-10-09T22:47:10.589120] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHF' from 'https://tdm.silogroup.org/data/derivative_storage/DHF.csv'. [2025-10-09T22:47:10.597973] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DHF'. [2025-10-09T22:47:10.598310] [INFO ] [FORECASTER] Starting predict_future for DHF [2025-10-09T22:47:10.623731] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:10.624489] [DEBUG] [LOCAL ] No optimal features file found for DHF: ./output/feature-sets/DHF.txt [2025-10-09T22:47:10.624543] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:10.624627] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:10.624702] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:10.624770] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:10.642263] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:10.642926] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:10.643015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:10.643048] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:10.676962] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:10.677072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:10.677109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:10.677137] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:10.680384] [DEBUG] [FORECASTER] DHF: Forecast T+1@11:T+2@11: UP (p=77.01%) [2025-10-09T22:47:10.680681] [INFO ] [FORECASTER] Completed predict_future for DHF [2025-10-09T22:47:10.680829] [INFO ] [sig ] DHF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:10.823094] [INFO ] [LOCAL ] Saved forecast: DHF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DHF.txt [2025-10-09T22:47:10.823355] [WARN ] [sig ] [578/2211] Failed DHF after 0.2s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:10.823441] [INFO ] [sig ] [579/2211] Forecasting DHI... [2025-10-09T22:47:10.823481] [INFO ] [sig ] Generating forecast for: DHI [2025-10-09T22:47:10.823522] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHI' from 'https://tdm.silogroup.org/data/derivative_storage/DHI.csv'. [2025-10-09T22:47:10.828415] [WARN ] [REMOTE ] Historical data not found for symbol 'DHI' (404). [2025-10-09T22:47:10.828677] [FATAL] [sig ] DHI: No historical data fetched. [2025-10-09T22:47:10.828772] [WARN ] [sig ] [579/2211] Failed DHI after 0.0s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:10.828843] [INFO ] [sig ] [580/2211] Forecasting DHR... [2025-10-09T22:47:10.828884] [INFO ] [sig ] Generating forecast for: DHR [2025-10-09T22:47:10.828918] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHR' from 'https://tdm.silogroup.org/data/derivative_storage/DHR.csv'. [2025-10-09T22:47:10.839063] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'DHR'. [2025-10-09T22:47:10.839511] [INFO ] [FORECASTER] Starting predict_future for DHR [2025-10-09T22:47:10.868916] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:10.869833] [DEBUG] [LOCAL ] No optimal features file found for DHR: ./output/feature-sets/DHR.txt [2025-10-09T22:47:10.869896] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:10.869932] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:10.869959] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:10.870016] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:10.890328] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:10.891422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:10.891529] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:10.891591] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:10.934717] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:10.934903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:10.934949] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:10.934980] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:10.939353] [DEBUG] [FORECASTER] DHR: Forecast T+1@11:T+2@11: DOWN (p=16.27%) [2025-10-09T22:47:10.939795] [INFO ] [FORECASTER] Completed predict_future for DHR [2025-10-09T22:47:10.940025] [INFO ] [sig ] DHR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:11.107214] [INFO ] [LOCAL ] Saved forecast: DHR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DHR.txt [2025-10-09T22:47:11.107486] [WARN ] [sig ] [580/2211] Failed DHR after 0.3s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:11.107565] [INFO ] [sig ] [581/2211] Forecasting DHT... [2025-10-09T22:47:11.107670] [INFO ] [sig ] Generating forecast for: DHT [2025-10-09T22:47:11.107726] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHT' from 'https://tdm.silogroup.org/data/derivative_storage/DHT.csv'. [2025-10-09T22:47:11.118220] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DHT'. [2025-10-09T22:47:11.118621] [INFO ] [FORECASTER] Starting predict_future for DHT [2025-10-09T22:47:11.144597] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:11.145451] [DEBUG] [LOCAL ] No optimal features file found for DHT: ./output/feature-sets/DHT.txt [2025-10-09T22:47:11.145513] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:11.145548] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:11.145576] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:11.145632] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:11.163475] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:11.164346] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:11.164464] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:11.164500] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:11.202580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:11.202749] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:11.202802] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:11.202834] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:11.206361] [DEBUG] [FORECASTER] DHT: Forecast T+1@11:T+2@11: DOWN (p=0.77%) [2025-10-09T22:47:11.206639] [INFO ] [FORECASTER] Completed predict_future for DHT [2025-10-09T22:47:11.206808] [INFO ] [sig ] DHT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:11.350037] [INFO ] [LOCAL ] Saved forecast: DHT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DHT.txt [2025-10-09T22:47:11.350249] [WARN ] [sig ] [581/2211] Failed DHT after 0.2s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:11.350323] [INFO ] [sig ] [582/2211] Forecasting DHX... [2025-10-09T22:47:11.350361] [INFO ] [sig ] Generating forecast for: DHX [2025-10-09T22:47:11.350392] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DHX' from 'https://tdm.silogroup.org/data/derivative_storage/DHX.csv'. [2025-10-09T22:47:11.359754] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DHX'. [2025-10-09T22:47:11.360042] [INFO ] [FORECASTER] Starting predict_future for DHX [2025-10-09T22:47:11.386046] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:11.386887] [DEBUG] [LOCAL ] No optimal features file found for DHX: ./output/feature-sets/DHX.txt [2025-10-09T22:47:11.386945] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:11.386980] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:11.387008] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:11.387067] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:11.405206] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:11.405800] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:11.405886] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:11.405921] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:11.438883] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:11.439365] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:11.439407] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:11.439436] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:11.443384] [DEBUG] [FORECASTER] DHX: Forecast T+1@11:T+2@11: UP (p=79.52%) [2025-10-09T22:47:11.443669] [INFO ] [FORECASTER] Completed predict_future for DHX [2025-10-09T22:47:11.443811] [INFO ] [sig ] DHX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:11.596223] [INFO ] [LOCAL ] Saved forecast: DHX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DHX.txt [2025-10-09T22:47:11.596419] [WARN ] [sig ] [582/2211] Failed DHX after 0.2s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:11.596493] [INFO ] [sig ] [583/2211] Forecasting DIAX... [2025-10-09T22:47:11.596532] [INFO ] [sig ] Generating forecast for: DIAX [2025-10-09T22:47:11.596563] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DIAX' from 'https://tdm.silogroup.org/data/derivative_storage/DIAX.csv'. [2025-10-09T22:47:11.607346] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DIAX'. [2025-10-09T22:47:11.607916] [INFO ] [FORECASTER] Starting predict_future for DIAX [2025-10-09T22:47:11.635514] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:11.636401] [DEBUG] [LOCAL ] No optimal features file found for DIAX: ./output/feature-sets/DIAX.txt [2025-10-09T22:47:11.636485] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:11.636522] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:11.636552] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:11.636609] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:11.655191] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:11.656248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:11.656367] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:11.656424] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:11.695221] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:11.695465] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:11.695531] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:11.695572] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:11.701201] [DEBUG] [FORECASTER] DIAX: Forecast T+1@11:T+2@11: UP (p=83.92%) [2025-10-09T22:47:11.701946] [INFO ] [FORECASTER] Completed predict_future for DIAX [2025-10-09T22:47:11.702160] [INFO ] [sig ] DIAX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:11.882361] [INFO ] [LOCAL ] Saved forecast: DIAX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DIAX.txt [2025-10-09T22:47:11.882696] [WARN ] [sig ] [583/2211] Failed DIAX after 0.3s | 4.53 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:11.882787] [INFO ] [sig ] [584/2211] Forecasting DIN... [2025-10-09T22:47:11.882828] [INFO ] [sig ] Generating forecast for: DIN [2025-10-09T22:47:11.882862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DIN' from 'https://tdm.silogroup.org/data/derivative_storage/DIN.csv'. [2025-10-09T22:47:11.888190] [WARN ] [REMOTE ] Historical data not found for symbol 'DIN' (404). [2025-10-09T22:47:11.888476] [FATAL] [sig ] DIN: No historical data fetched. [2025-10-09T22:47:11.888568] [WARN ] [sig ] [584/2211] Failed DIN after 0.0s | 4.54 sym/s | Total: 2.1m | ETA: 6.0m [2025-10-09T22:47:11.888637] [INFO ] [sig ] [585/2211] Forecasting DINO... [2025-10-09T22:47:11.888719] [INFO ] [sig ] Generating forecast for: DINO [2025-10-09T22:47:11.888755] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DINO' from 'https://tdm.silogroup.org/data/derivative_storage/DINO.csv'. [2025-10-09T22:47:11.898092] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DINO'. [2025-10-09T22:47:11.898525] [INFO ] [FORECASTER] Starting predict_future for DINO [2025-10-09T22:47:11.926848] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:11.927750] [DEBUG] [LOCAL ] No optimal features file found for DINO: ./output/feature-sets/DINO.txt [2025-10-09T22:47:11.927808] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:11.927844] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:11.927872] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:11.927928] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:11.946406] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:11.947367] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:11.947479] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:11.947514] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:11.988157] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:11.988416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:11.988474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:11.988506] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:11.992621] [DEBUG] [FORECASTER] DINO: Forecast T+1@11:T+2@11: UP (p=92.44%) [2025-10-09T22:47:11.993087] [INFO ] [FORECASTER] Completed predict_future for DINO [2025-10-09T22:47:11.993250] [INFO ] [sig ] DINO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:12.148813] [INFO ] [LOCAL ] Saved forecast: DINO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DINO.txt [2025-10-09T22:47:12.149162] [WARN ] [sig ] [585/2211] Failed DINO after 0.3s | 4.53 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T22:47:12.149267] [INFO ] [sig ] [586/2211] Forecasting DIS... [2025-10-09T22:47:12.149328] [INFO ] [sig ] Generating forecast for: DIS [2025-10-09T22:47:12.149406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DIS' from 'https://tdm.silogroup.org/data/derivative_storage/DIS.csv'. [2025-10-09T22:47:12.160892] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DIS'. [2025-10-09T22:47:12.161314] [INFO ] [FORECASTER] Starting predict_future for DIS [2025-10-09T22:47:12.187353] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:12.188183] [DEBUG] [LOCAL ] No optimal features file found for DIS: ./output/feature-sets/DIS.txt [2025-10-09T22:47:12.188238] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:12.188278] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:12.188310] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:12.188379] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:12.206708] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:12.207541] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:12.207686] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:12.207747] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:12.245571] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:12.245776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:12.245827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:12.245858] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:12.249508] [DEBUG] [FORECASTER] DIS: Forecast T+1@11:T+2@11: UP (p=80.83%) [2025-10-09T22:47:12.249841] [INFO ] [FORECASTER] Completed predict_future for DIS [2025-10-09T22:47:12.249988] [INFO ] [sig ] DIS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:12.408126] [INFO ] [LOCAL ] Saved forecast: DIS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DIS.txt [2025-10-09T22:47:12.408365] [WARN ] [sig ] [586/2211] Failed DIS after 0.3s | 4.53 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T22:47:12.408458] [INFO ] [sig ] [587/2211] Forecasting DK... [2025-10-09T22:47:12.408498] [INFO ] [sig ] Generating forecast for: DK [2025-10-09T22:47:12.408529] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DK' from 'https://tdm.silogroup.org/data/derivative_storage/DK.csv'. [2025-10-09T22:47:12.418553] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DK'. [2025-10-09T22:47:12.418846] [INFO ] [FORECASTER] Starting predict_future for DK [2025-10-09T22:47:12.444318] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:12.445042] [DEBUG] [LOCAL ] No optimal features file found for DK: ./output/feature-sets/DK.txt [2025-10-09T22:47:12.445097] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:12.445129] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:12.445156] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:12.445211] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:12.462435] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:12.463008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:12.463107] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:12.463141] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:12.497724] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:12.497807] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:12.497844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:12.497873] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:12.501011] [DEBUG] [FORECASTER] DK: Forecast T+1@11:T+2@11: UP (p=92.20%) [2025-10-09T22:47:12.501279] [INFO ] [FORECASTER] Completed predict_future for DK [2025-10-09T22:47:12.501414] [INFO ] [sig ] DK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:12.655042] [INFO ] [LOCAL ] Saved forecast: DK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DK.txt [2025-10-09T22:47:12.655257] [WARN ] [sig ] [587/2211] Failed DK after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T22:47:12.655331] [INFO ] [sig ] [588/2211] Forecasting DKL... [2025-10-09T22:47:12.655369] [INFO ] [sig ] Generating forecast for: DKL [2025-10-09T22:47:12.655401] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DKL' from 'https://tdm.silogroup.org/data/derivative_storage/DKL.csv'. [2025-10-09T22:47:12.667459] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DKL'. [2025-10-09T22:47:12.667886] [INFO ] [FORECASTER] Starting predict_future for DKL [2025-10-09T22:47:12.694524] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:12.695280] [DEBUG] [LOCAL ] No optimal features file found for DKL: ./output/feature-sets/DKL.txt [2025-10-09T22:47:12.695340] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:12.695376] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:12.695405] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:12.695463] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:12.713918] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:12.714552] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:12.714664] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:12.714720] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:12.751267] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:12.751445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:12.751503] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:12.751534] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:12.756726] [DEBUG] [FORECASTER] DKL: Forecast T+1@11:T+2@11: UP (p=99.06%) [2025-10-09T22:47:12.757051] [INFO ] [FORECASTER] Completed predict_future for DKL [2025-10-09T22:47:12.757252] [INFO ] [sig ] DKL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:12.902352] [INFO ] [LOCAL ] Saved forecast: DKL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DKL.txt [2025-10-09T22:47:12.902597] [WARN ] [sig ] [588/2211] Failed DKL after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T22:47:12.902700] [INFO ] [sig ] [589/2211] Forecasting DKS... [2025-10-09T22:47:12.902745] [INFO ] [sig ] Generating forecast for: DKS [2025-10-09T22:47:12.902777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DKS' from 'https://tdm.silogroup.org/data/derivative_storage/DKS.csv'. [2025-10-09T22:47:12.913089] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DKS'. [2025-10-09T22:47:12.913402] [INFO ] [FORECASTER] Starting predict_future for DKS [2025-10-09T22:47:12.939400] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:12.940196] [DEBUG] [LOCAL ] No optimal features file found for DKS: ./output/feature-sets/DKS.txt [2025-10-09T22:47:12.940271] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:12.940305] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:12.940333] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:12.940390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:12.958046] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:12.958714] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:12.958805] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:12.958839] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:12.992294] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:12.992439] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:12.992477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:12.992506] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:12.995898] [DEBUG] [FORECASTER] DKS: Forecast T+1@11:T+2@11: UP (p=88.75%) [2025-10-09T22:47:12.996173] [INFO ] [FORECASTER] Completed predict_future for DKS [2025-10-09T22:47:12.996318] [INFO ] [sig ] DKS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:13.141294] [INFO ] [LOCAL ] Saved forecast: DKS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DKS.txt [2025-10-09T22:47:13.141547] [WARN ] [sig ] [589/2211] Failed DKS after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T22:47:13.141624] [INFO ] [sig ] [590/2211] Forecasting DLB... [2025-10-09T22:47:13.141698] [INFO ] [sig ] Generating forecast for: DLB [2025-10-09T22:47:13.141741] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLB' from 'https://tdm.silogroup.org/data/derivative_storage/DLB.csv'. [2025-10-09T22:47:13.152042] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DLB'. [2025-10-09T22:47:13.152393] [INFO ] [FORECASTER] Starting predict_future for DLB [2025-10-09T22:47:13.177873] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:13.178550] [DEBUG] [LOCAL ] No optimal features file found for DLB: ./output/feature-sets/DLB.txt [2025-10-09T22:47:13.178605] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:13.178705] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:13.178743] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:13.178801] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:13.196056] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:13.196588] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:13.196695] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:13.196747] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:13.232459] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:13.232546] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:13.232582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:13.232609] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:13.235704] [DEBUG] [FORECASTER] DLB: Forecast T+1@11:T+2@11: DOWN (p=3.91%) [2025-10-09T22:47:13.235969] [INFO ] [FORECASTER] Completed predict_future for DLB [2025-10-09T22:47:13.236106] [INFO ] [sig ] DLB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:13.379382] [INFO ] [LOCAL ] Saved forecast: DLB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DLB.txt [2025-10-09T22:47:13.379608] [WARN ] [sig ] [590/2211] Failed DLB after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T22:47:13.379708] [INFO ] [sig ] [591/2211] Forecasting DLNG... [2025-10-09T22:47:13.379746] [INFO ] [sig ] Generating forecast for: DLNG [2025-10-09T22:47:13.379788] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLNG' from 'https://tdm.silogroup.org/data/derivative_storage/DLNG.csv'. [2025-10-09T22:47:13.384784] [WARN ] [REMOTE ] Historical data not found for symbol 'DLNG' (404). [2025-10-09T22:47:13.385051] [FATAL] [sig ] DLNG: No historical data fetched. [2025-10-09T22:47:13.385143] [WARN ] [sig ] [591/2211] Failed DLNG after 0.0s | 4.54 sym/s | Total: 2.2m | ETA: 6.0m [2025-10-09T22:47:13.385212] [INFO ] [sig ] [592/2211] Forecasting DLR... [2025-10-09T22:47:13.385253] [INFO ] [sig ] Generating forecast for: DLR [2025-10-09T22:47:13.385290] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLR' from 'https://tdm.silogroup.org/data/derivative_storage/DLR.csv'. [2025-10-09T22:47:13.394455] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DLR'. [2025-10-09T22:47:13.394835] [INFO ] [FORECASTER] Starting predict_future for DLR [2025-10-09T22:47:13.420409] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:13.421179] [DEBUG] [LOCAL ] No optimal features file found for DLR: ./output/feature-sets/DLR.txt [2025-10-09T22:47:13.421233] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:13.421266] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:13.421294] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:13.421350] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:13.438674] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:13.439226] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:13.439308] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:13.439346] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:13.501529] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:13.501682] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:13.501742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:13.501774] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:13.505380] [DEBUG] [FORECASTER] DLR: Forecast T+1@11:T+2@11: UP (p=81.40%) [2025-10-09T22:47:13.505683] [INFO ] [FORECASTER] Completed predict_future for DLR [2025-10-09T22:47:13.505832] [INFO ] [sig ] DLR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:13.657057] [INFO ] [LOCAL ] Saved forecast: DLR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DLR.txt [2025-10-09T22:47:13.657318] [WARN ] [sig ] [592/2211] Failed DLR after 0.3s | 4.54 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:13.657407] [INFO ] [sig ] [593/2211] Forecasting DLX... [2025-10-09T22:47:13.657447] [INFO ] [sig ] Generating forecast for: DLX [2025-10-09T22:47:13.657479] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLX' from 'https://tdm.silogroup.org/data/derivative_storage/DLX.csv'. [2025-10-09T22:47:13.667415] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DLX'. [2025-10-09T22:47:13.667818] [INFO ] [FORECASTER] Starting predict_future for DLX [2025-10-09T22:47:13.693485] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:13.694264] [DEBUG] [LOCAL ] No optimal features file found for DLX: ./output/feature-sets/DLX.txt [2025-10-09T22:47:13.694327] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:13.694374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:13.694436] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:13.694499] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:13.712286] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:13.712889] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:13.712994] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:13.713029] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:13.765127] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:13.765291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:13.765337] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:13.765369] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:13.770886] [DEBUG] [FORECASTER] DLX: Forecast T+1@11:T+2@11: DOWN (p=1.90%) [2025-10-09T22:47:13.771169] [INFO ] [FORECASTER] Completed predict_future for DLX [2025-10-09T22:47:13.771297] [INFO ] [sig ] DLX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:13.916301] [INFO ] [LOCAL ] Saved forecast: DLX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DLX.txt [2025-10-09T22:47:13.916556] [WARN ] [sig ] [593/2211] Failed DLX after 0.3s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:13.916636] [INFO ] [sig ] [594/2211] Forecasting DLY... [2025-10-09T22:47:13.916716] [INFO ] [sig ] Generating forecast for: DLY [2025-10-09T22:47:13.916752] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DLY' from 'https://tdm.silogroup.org/data/derivative_storage/DLY.csv'. [2025-10-09T22:47:13.926422] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DLY'. [2025-10-09T22:47:13.926756] [INFO ] [FORECASTER] Starting predict_future for DLY [2025-10-09T22:47:13.953417] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:13.954214] [DEBUG] [LOCAL ] No optimal features file found for DLY: ./output/feature-sets/DLY.txt [2025-10-09T22:47:13.954271] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:13.954305] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:13.954333] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:13.954392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:13.972124] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:13.972820] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:13.972907] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:13.972941] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:14.007829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:14.008365] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:14.008418] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:14.008454] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:14.012292] [DEBUG] [FORECASTER] DLY: Forecast T+1@11:T+2@11: UP (p=88.53%) [2025-10-09T22:47:14.012605] [INFO ] [FORECASTER] Completed predict_future for DLY [2025-10-09T22:47:14.012789] [INFO ] [sig ] DLY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:14.160939] [INFO ] [LOCAL ] Saved forecast: DLY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DLY.txt [2025-10-09T22:47:14.161183] [WARN ] [sig ] [594/2211] Failed DLY after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:14.161263] [INFO ] [sig ] [595/2211] Forecasting DMA... [2025-10-09T22:47:14.161304] [INFO ] [sig ] Generating forecast for: DMA [2025-10-09T22:47:14.161336] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DMA' from 'https://tdm.silogroup.org/data/derivative_storage/DMA.csv'. [2025-10-09T22:47:14.170550] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DMA'. [2025-10-09T22:47:14.170891] [INFO ] [FORECASTER] Starting predict_future for DMA [2025-10-09T22:47:14.196855] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:14.197806] [DEBUG] [LOCAL ] No optimal features file found for DMA: ./output/feature-sets/DMA.txt [2025-10-09T22:47:14.197888] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:14.197924] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:14.197952] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:14.198010] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:14.215382] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:14.216084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:14.216169] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:14.216203] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:14.249114] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:14.249246] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:14.249284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:14.249312] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:14.252734] [DEBUG] [FORECASTER] DMA: Forecast T+1@11:T+2@11: DOWN (p=41.00%) [2025-10-09T22:47:14.253011] [INFO ] [FORECASTER] Completed predict_future for DMA [2025-10-09T22:47:14.253146] [INFO ] [sig ] DMA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:14.398497] [INFO ] [LOCAL ] Saved forecast: DMA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DMA.txt [2025-10-09T22:47:14.398824] [WARN ] [sig ] [595/2211] Failed DMA after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:14.398909] [INFO ] [sig ] [596/2211] Forecasting DMB... [2025-10-09T22:47:14.398948] [INFO ] [sig ] Generating forecast for: DMB [2025-10-09T22:47:14.398980] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DMB' from 'https://tdm.silogroup.org/data/derivative_storage/DMB.csv'. [2025-10-09T22:47:14.409205] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DMB'. [2025-10-09T22:47:14.409577] [INFO ] [FORECASTER] Starting predict_future for DMB [2025-10-09T22:47:14.435623] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:14.436404] [DEBUG] [LOCAL ] No optimal features file found for DMB: ./output/feature-sets/DMB.txt [2025-10-09T22:47:14.436459] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:14.436492] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:14.436520] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:14.436574] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:14.454273] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:14.455000] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:14.455087] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:14.455121] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:14.489219] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:14.489406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:14.489450] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:14.489478] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:14.493047] [DEBUG] [FORECASTER] DMB: Forecast T+1@11:T+2@11: UP (p=74.88%) [2025-10-09T22:47:14.493341] [INFO ] [FORECASTER] Completed predict_future for DMB [2025-10-09T22:47:14.493486] [INFO ] [sig ] DMB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:14.639985] [INFO ] [LOCAL ] Saved forecast: DMB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DMB.txt [2025-10-09T22:47:14.640245] [WARN ] [sig ] [596/2211] Failed DMB after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:14.640331] [INFO ] [sig ] [597/2211] Forecasting DMO... [2025-10-09T22:47:14.640380] [INFO ] [sig ] Generating forecast for: DMO [2025-10-09T22:47:14.640432] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DMO' from 'https://tdm.silogroup.org/data/derivative_storage/DMO.csv'. [2025-10-09T22:47:14.650178] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DMO'. [2025-10-09T22:47:14.650551] [INFO ] [FORECASTER] Starting predict_future for DMO [2025-10-09T22:47:14.676485] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:14.677286] [DEBUG] [LOCAL ] No optimal features file found for DMO: ./output/feature-sets/DMO.txt [2025-10-09T22:47:14.677341] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:14.677375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:14.677403] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:14.677459] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:14.695299] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:14.695993] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:14.696082] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:14.696115] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:14.730987] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:14.731164] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:14.731208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:14.731238] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:14.734830] [DEBUG] [FORECASTER] DMO: Forecast T+1@11:T+2@11: DOWN (p=44.09%) [2025-10-09T22:47:14.735131] [INFO ] [FORECASTER] Completed predict_future for DMO [2025-10-09T22:47:14.735270] [INFO ] [sig ] DMO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:14.882320] [INFO ] [LOCAL ] Saved forecast: DMO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DMO.txt [2025-10-09T22:47:14.882591] [WARN ] [sig ] [597/2211] Failed DMO after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:14.882698] [INFO ] [sig ] [598/2211] Forecasting DNA... [2025-10-09T22:47:14.882744] [INFO ] [sig ] Generating forecast for: DNA [2025-10-09T22:47:14.882819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DNA' from 'https://tdm.silogroup.org/data/derivative_storage/DNA.csv'. [2025-10-09T22:47:14.892110] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DNA'. [2025-10-09T22:47:14.892488] [INFO ] [FORECASTER] Starting predict_future for DNA [2025-10-09T22:47:14.918138] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:14.918973] [DEBUG] [LOCAL ] No optimal features file found for DNA: ./output/feature-sets/DNA.txt [2025-10-09T22:47:14.919028] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:14.919060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:14.919087] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:14.919143] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:14.936812] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:14.937355] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:14.937452] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:14.937493] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:14.973683] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:14.973866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:14.973910] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:14.973940] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:14.977542] [DEBUG] [FORECASTER] DNA: Forecast T+1@11:T+2@11: DOWN (p=28.22%) [2025-10-09T22:47:14.977921] [INFO ] [FORECASTER] Completed predict_future for DNA [2025-10-09T22:47:14.978072] [INFO ] [sig ] DNA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:15.123592] [INFO ] [LOCAL ] Saved forecast: DNA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DNA.txt [2025-10-09T22:47:15.123841] [WARN ] [sig ] [598/2211] Failed DNA after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:15.123921] [INFO ] [sig ] [599/2211] Forecasting DNOW... [2025-10-09T22:47:15.123960] [INFO ] [sig ] Generating forecast for: DNOW [2025-10-09T22:47:15.123991] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DNOW' from 'https://tdm.silogroup.org/data/derivative_storage/DNOW.csv'. [2025-10-09T22:47:15.134439] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DNOW'. [2025-10-09T22:47:15.134723] [INFO ] [FORECASTER] Starting predict_future for DNOW [2025-10-09T22:47:15.159991] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:15.160696] [DEBUG] [LOCAL ] No optimal features file found for DNOW: ./output/feature-sets/DNOW.txt [2025-10-09T22:47:15.160753] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:15.160787] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:15.160814] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:15.160870] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:15.178399] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:15.178976] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:15.179058] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:15.179092] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:15.221502] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:15.221583] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:15.221618] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:15.221675] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:15.224781] [DEBUG] [FORECASTER] DNOW: Forecast T+1@11:T+2@11: DOWN (p=44.03%) [2025-10-09T22:47:15.225043] [INFO ] [FORECASTER] Completed predict_future for DNOW [2025-10-09T22:47:15.225173] [INFO ] [sig ] DNOW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:15.367965] [INFO ] [LOCAL ] Saved forecast: DNOW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DNOW.txt [2025-10-09T22:47:15.368218] [WARN ] [sig ] [599/2211] Failed DNOW after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:15.368295] [INFO ] [sig ] [600/2211] Forecasting DNP... [2025-10-09T22:47:15.368334] [INFO ] [sig ] Generating forecast for: DNP [2025-10-09T22:47:15.368367] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DNP' from 'https://tdm.silogroup.org/data/derivative_storage/DNP.csv'. [2025-10-09T22:47:15.378708] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DNP'. [2025-10-09T22:47:15.378986] [INFO ] [FORECASTER] Starting predict_future for DNP [2025-10-09T22:47:15.404332] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:15.405059] [DEBUG] [LOCAL ] No optimal features file found for DNP: ./output/feature-sets/DNP.txt [2025-10-09T22:47:15.405113] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:15.405146] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:15.405173] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:15.405230] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:15.422542] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:15.423112] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:15.423192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:15.423243] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:15.465918] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:15.466002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:15.466038] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:15.466066] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:15.469156] [DEBUG] [FORECASTER] DNP: Forecast T+1@11:T+2@11: DOWN (p=26.26%) [2025-10-09T22:47:15.469421] [INFO ] [FORECASTER] Completed predict_future for DNP [2025-10-09T22:47:15.469555] [INFO ] [sig ] DNP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:15.612048] [INFO ] [LOCAL ] Saved forecast: DNP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DNP.txt [2025-10-09T22:47:15.612263] [WARN ] [sig ] [600/2211] Failed DNP after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:15.612338] [INFO ] [sig ] [601/2211] Forecasting DOC... [2025-10-09T22:47:15.612377] [INFO ] [sig ] Generating forecast for: DOC [2025-10-09T22:47:15.612412] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOC' from 'https://tdm.silogroup.org/data/derivative_storage/DOC.csv'. [2025-10-09T22:47:15.623750] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DOC'. [2025-10-09T22:47:15.624039] [INFO ] [FORECASTER] Starting predict_future for DOC [2025-10-09T22:47:15.649350] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:15.650125] [DEBUG] [LOCAL ] No optimal features file found for DOC: ./output/feature-sets/DOC.txt [2025-10-09T22:47:15.650180] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:15.650212] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:15.650239] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:15.650346] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:15.668180] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:15.669043] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:15.669135] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:15.669168] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:15.706011] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:15.706158] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:15.706198] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:15.706227] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:15.709806] [DEBUG] [FORECASTER] DOC: Forecast T+1@11:T+2@11: DOWN (p=3.55%) [2025-10-09T22:47:15.710094] [INFO ] [FORECASTER] Completed predict_future for DOC [2025-10-09T22:47:15.710234] [INFO ] [sig ] DOC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:15.853604] [INFO ] [LOCAL ] Saved forecast: DOC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DOC.txt [2025-10-09T22:47:15.853865] [WARN ] [sig ] [601/2211] Failed DOC after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:15.853949] [INFO ] [sig ] [602/2211] Forecasting DOCN... [2025-10-09T22:47:15.853988] [INFO ] [sig ] Generating forecast for: DOCN [2025-10-09T22:47:15.854019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOCN' from 'https://tdm.silogroup.org/data/derivative_storage/DOCN.csv'. [2025-10-09T22:47:15.863639] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DOCN'. [2025-10-09T22:47:15.863936] [INFO ] [FORECASTER] Starting predict_future for DOCN [2025-10-09T22:47:15.889323] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:15.890077] [DEBUG] [LOCAL ] No optimal features file found for DOCN: ./output/feature-sets/DOCN.txt [2025-10-09T22:47:15.890201] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:15.890252] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:15.890283] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:15.890339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:15.907925] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:15.908475] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:15.908559] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:15.908591] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:15.946139] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:15.946220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:15.946403] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:15.946470] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:15.949713] [DEBUG] [FORECASTER] DOCN: Forecast T+1@11:T+2@11: UP (p=88.88%) [2025-10-09T22:47:15.949979] [INFO ] [FORECASTER] Completed predict_future for DOCN [2025-10-09T22:47:15.950114] [INFO ] [sig ] DOCN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:16.094133] [INFO ] [LOCAL ] Saved forecast: DOCN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DOCN.txt [2025-10-09T22:47:16.094375] [WARN ] [sig ] [602/2211] Failed DOCN after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:16.094455] [INFO ] [sig ] [603/2211] Forecasting DOCS... [2025-10-09T22:47:16.094494] [INFO ] [sig ] Generating forecast for: DOCS [2025-10-09T22:47:16.094525] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOCS' from 'https://tdm.silogroup.org/data/derivative_storage/DOCS.csv'. [2025-10-09T22:47:16.103960] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DOCS'. [2025-10-09T22:47:16.104246] [INFO ] [FORECASTER] Starting predict_future for DOCS [2025-10-09T22:47:16.129918] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:16.130614] [DEBUG] [LOCAL ] No optimal features file found for DOCS: ./output/feature-sets/DOCS.txt [2025-10-09T22:47:16.130691] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:16.130736] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:16.130765] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:16.130822] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:16.148412] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:16.149010] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:16.149092] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:16.149125] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:16.189948] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:16.190052] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:16.190089] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:16.190117] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:16.193275] [DEBUG] [FORECASTER] DOCS: Forecast T+1@11:T+2@11: DOWN (p=3.90%) [2025-10-09T22:47:16.193547] [INFO ] [FORECASTER] Completed predict_future for DOCS [2025-10-09T22:47:16.193716] [INFO ] [sig ] DOCS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:16.337712] [INFO ] [LOCAL ] Saved forecast: DOCS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DOCS.txt [2025-10-09T22:47:16.337934] [WARN ] [sig ] [603/2211] Failed DOCS after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:16.338008] [INFO ] [sig ] [604/2211] Forecasting DOLE... [2025-10-09T22:47:16.338048] [INFO ] [sig ] Generating forecast for: DOLE [2025-10-09T22:47:16.338090] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOLE' from 'https://tdm.silogroup.org/data/derivative_storage/DOLE.csv'. [2025-10-09T22:47:16.347526] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DOLE'. [2025-10-09T22:47:16.347831] [INFO ] [FORECASTER] Starting predict_future for DOLE [2025-10-09T22:47:16.373168] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:16.373935] [DEBUG] [LOCAL ] No optimal features file found for DOLE: ./output/feature-sets/DOLE.txt [2025-10-09T22:47:16.373989] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:16.374022] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:16.374049] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:16.374104] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:16.391639] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:16.392209] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:16.392291] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:16.392325] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:16.427587] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:16.427702] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:16.427749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:16.427779] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:16.431007] [DEBUG] [FORECASTER] DOLE: Forecast T+1@11:T+2@11: DOWN (p=46.34%) [2025-10-09T22:47:16.431301] [INFO ] [FORECASTER] Completed predict_future for DOLE [2025-10-09T22:47:16.431444] [INFO ] [sig ] DOLE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:16.575341] [INFO ] [LOCAL ] Saved forecast: DOLE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DOLE.txt [2025-10-09T22:47:16.575548] [WARN ] [sig ] [604/2211] Failed DOLE after 0.2s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:16.575622] [INFO ] [sig ] [605/2211] Forecasting DOUG... [2025-10-09T22:47:16.575697] [INFO ] [sig ] Generating forecast for: DOUG [2025-10-09T22:47:16.575740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOUG' from 'https://tdm.silogroup.org/data/derivative_storage/DOUG.csv'. [2025-10-09T22:47:16.585564] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DOUG'. [2025-10-09T22:47:16.585884] [INFO ] [FORECASTER] Starting predict_future for DOUG [2025-10-09T22:47:16.612463] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:16.613240] [DEBUG] [LOCAL ] No optimal features file found for DOUG: ./output/feature-sets/DOUG.txt [2025-10-09T22:47:16.613301] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:16.613336] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:16.613365] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:16.613426] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:16.632472] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:16.633060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:16.633145] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:16.633180] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:16.669712] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:16.669847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:16.669887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:16.669918] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:16.673442] [DEBUG] [FORECASTER] DOUG: Forecast T+1@11:T+2@11: DOWN (p=27.88%) [2025-10-09T22:47:16.673768] [INFO ] [FORECASTER] Completed predict_future for DOUG [2025-10-09T22:47:16.673936] [INFO ] [sig ] DOUG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:16.828281] [INFO ] [LOCAL ] Saved forecast: DOUG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DOUG.txt [2025-10-09T22:47:16.828501] [WARN ] [sig ] [605/2211] Failed DOUG after 0.3s | 4.53 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:16.828579] [INFO ] [sig ] [606/2211] Forecasting DOV... [2025-10-09T22:47:16.828619] [INFO ] [sig ] Generating forecast for: DOV [2025-10-09T22:47:16.828680] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOV' from 'https://tdm.silogroup.org/data/derivative_storage/DOV.csv'. [2025-10-09T22:47:16.839731] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DOV'. [2025-10-09T22:47:16.840074] [INFO ] [FORECASTER] Starting predict_future for DOV [2025-10-09T22:47:16.865965] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:16.866672] [DEBUG] [LOCAL ] No optimal features file found for DOV: ./output/feature-sets/DOV.txt [2025-10-09T22:47:16.866731] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:16.866765] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:16.866792] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:16.866849] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:16.885740] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:16.886342] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:16.886429] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:16.886463] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:16.924305] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:16.924403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:16.924447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:16.924481] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:16.927934] [DEBUG] [FORECASTER] DOV: Forecast T+1@11:T+2@11: DOWN (p=21.59%) [2025-10-09T22:47:16.928211] [INFO ] [FORECASTER] Completed predict_future for DOV [2025-10-09T22:47:16.928348] [INFO ] [sig ] DOV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:17.084679] [INFO ] [LOCAL ] Saved forecast: DOV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DOV.txt [2025-10-09T22:47:17.084919] [WARN ] [sig ] [606/2211] Failed DOV after 0.3s | 4.52 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:17.084995] [INFO ] [sig ] [607/2211] Forecasting DOW... [2025-10-09T22:47:17.085033] [INFO ] [sig ] Generating forecast for: DOW [2025-10-09T22:47:17.085064] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DOW' from 'https://tdm.silogroup.org/data/derivative_storage/DOW.csv'. [2025-10-09T22:47:17.095119] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DOW'. [2025-10-09T22:47:17.095383] [INFO ] [FORECASTER] Starting predict_future for DOW [2025-10-09T22:47:17.138020] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:17.139016] [DEBUG] [LOCAL ] No optimal features file found for DOW: ./output/feature-sets/DOW.txt [2025-10-09T22:47:17.139073] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:17.139110] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:17.139140] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:17.139201] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:17.158628] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:17.159538] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:17.159629] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:17.159756] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:17.197318] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:17.197516] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:17.197559] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:17.197631] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:17.201360] [DEBUG] [FORECASTER] DOW: Forecast T+1@11:T+2@11: DOWN (p=16.59%) [2025-10-09T22:47:17.201712] [INFO ] [FORECASTER] Completed predict_future for DOW [2025-10-09T22:47:17.201899] [INFO ] [sig ] DOW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:17.351864] [INFO ] [LOCAL ] Saved forecast: DOW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DOW.txt [2025-10-09T22:47:17.352226] [WARN ] [sig ] [607/2211] Failed DOW after 0.3s | 4.52 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:17.352319] [INFO ] [sig ] [608/2211] Forecasting DPG... [2025-10-09T22:47:17.352359] [INFO ] [sig ] Generating forecast for: DPG [2025-10-09T22:47:17.352394] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DPG' from 'https://tdm.silogroup.org/data/derivative_storage/DPG.csv'. [2025-10-09T22:47:17.364086] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DPG'. [2025-10-09T22:47:17.364529] [INFO ] [FORECASTER] Starting predict_future for DPG [2025-10-09T22:47:17.392421] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:17.393349] [DEBUG] [LOCAL ] No optimal features file found for DPG: ./output/feature-sets/DPG.txt [2025-10-09T22:47:17.393410] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:17.393447] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:17.393476] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:17.393537] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:17.412555] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:17.413365] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:17.413465] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:17.413502] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:17.454182] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:17.454364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:17.454404] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:17.454434] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:17.458194] [DEBUG] [FORECASTER] DPG: Forecast T+1@11:T+2@11: DOWN (p=8.95%) [2025-10-09T22:47:17.458586] [INFO ] [FORECASTER] Completed predict_future for DPG [2025-10-09T22:47:17.458799] [INFO ] [sig ] DPG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:17.626781] [INFO ] [LOCAL ] Saved forecast: DPG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DPG.txt [2025-10-09T22:47:17.627159] [WARN ] [sig ] [608/2211] Failed DPG after 0.3s | 4.52 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:17.627243] [INFO ] [sig ] [609/2211] Forecasting DQ... [2025-10-09T22:47:17.627283] [INFO ] [sig ] Generating forecast for: DQ [2025-10-09T22:47:17.627315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DQ' from 'https://tdm.silogroup.org/data/derivative_storage/DQ.csv'. [2025-10-09T22:47:17.638259] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DQ'. [2025-10-09T22:47:17.638673] [INFO ] [FORECASTER] Starting predict_future for DQ [2025-10-09T22:47:17.665341] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:17.666219] [DEBUG] [LOCAL ] No optimal features file found for DQ: ./output/feature-sets/DQ.txt [2025-10-09T22:47:17.666280] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:17.666345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:17.666375] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:17.666432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:17.684529] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:17.685331] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:17.685430] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:17.685464] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:17.735038] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:17.735284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:17.735332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:17.735362] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:17.739526] [DEBUG] [FORECASTER] DQ: Forecast T+1@11:T+2@11: UP (p=63.47%) [2025-10-09T22:47:17.739934] [INFO ] [FORECASTER] Completed predict_future for DQ [2025-10-09T22:47:17.740102] [INFO ] [sig ] DQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:17.891118] [INFO ] [LOCAL ] Saved forecast: DQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DQ.txt [2025-10-09T22:47:17.891461] [WARN ] [sig ] [609/2211] Failed DQ after 0.3s | 4.52 sym/s | Total: 2.2m | ETA: 5.9m [2025-10-09T22:47:17.891548] [INFO ] [sig ] [610/2211] Forecasting DRD... [2025-10-09T22:47:17.891587] [INFO ] [sig ] Generating forecast for: DRD [2025-10-09T22:47:17.891620] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRD' from 'https://tdm.silogroup.org/data/derivative_storage/DRD.csv'. [2025-10-09T22:47:17.902095] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DRD'. [2025-10-09T22:47:17.902524] [INFO ] [FORECASTER] Starting predict_future for DRD [2025-10-09T22:47:17.929123] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:17.930045] [DEBUG] [LOCAL ] No optimal features file found for DRD: ./output/feature-sets/DRD.txt [2025-10-09T22:47:17.930105] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:17.930140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:17.930167] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:17.930224] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:17.948316] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:17.948956] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:17.949049] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:17.949083] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:17.994793] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:17.995018] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:17.995062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:17.995091] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:17.998924] [DEBUG] [FORECASTER] DRD: Forecast T+1@11:T+2@11: UP (p=98.65%) [2025-10-09T22:47:17.999240] [INFO ] [FORECASTER] Completed predict_future for DRD [2025-10-09T22:47:17.999398] [INFO ] [sig ] DRD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:18.158315] [INFO ] [LOCAL ] Saved forecast: DRD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DRD.txt [2025-10-09T22:47:18.158792] [WARN ] [sig ] [610/2211] Failed DRD after 0.3s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:18.158895] [INFO ] [sig ] [611/2211] Forecasting DRH... [2025-10-09T22:47:18.158937] [INFO ] [sig ] Generating forecast for: DRH [2025-10-09T22:47:18.158976] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRH' from 'https://tdm.silogroup.org/data/derivative_storage/DRH.csv'. [2025-10-09T22:47:18.170883] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DRH'. [2025-10-09T22:47:18.171480] [INFO ] [FORECASTER] Starting predict_future for DRH [2025-10-09T22:47:18.200298] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:18.201404] [DEBUG] [LOCAL ] No optimal features file found for DRH: ./output/feature-sets/DRH.txt [2025-10-09T22:47:18.201467] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:18.201503] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:18.201531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:18.201591] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:18.219633] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:18.220567] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:18.220688] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:18.220743] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:18.263808] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:18.264057] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:18.264156] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:18.264187] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:18.269346] [DEBUG] [FORECASTER] DRH: Forecast T+1@11:T+2@11: UP (p=98.08%) [2025-10-09T22:47:18.269688] [INFO ] [FORECASTER] Completed predict_future for DRH [2025-10-09T22:47:18.269868] [INFO ] [sig ] DRH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:18.422070] [INFO ] [LOCAL ] Saved forecast: DRH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DRH.txt [2025-10-09T22:47:18.422409] [WARN ] [sig ] [611/2211] Failed DRH after 0.3s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:18.422501] [INFO ] [sig ] [612/2211] Forecasting DRI... [2025-10-09T22:47:18.422542] [INFO ] [sig ] Generating forecast for: DRI [2025-10-09T22:47:18.422576] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRI' from 'https://tdm.silogroup.org/data/derivative_storage/DRI.csv'. [2025-10-09T22:47:18.427836] [WARN ] [REMOTE ] Historical data not found for symbol 'DRI' (404). [2025-10-09T22:47:18.428084] [FATAL] [sig ] DRI: No historical data fetched. [2025-10-09T22:47:18.428199] [WARN ] [sig ] [612/2211] Failed DRI after 0.0s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:18.428270] [INFO ] [sig ] [613/2211] Forecasting DRLL... [2025-10-09T22:47:18.428316] [INFO ] [sig ] Generating forecast for: DRLL [2025-10-09T22:47:18.428347] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DRLL' from 'https://tdm.silogroup.org/data/derivative_storage/DRLL.csv'. [2025-10-09T22:47:18.438301] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'DRLL'. [2025-10-09T22:47:18.438743] [INFO ] [FORECASTER] Starting predict_future for DRLL [2025-10-09T22:47:18.470518] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:18.471517] [DEBUG] [LOCAL ] No optimal features file found for DRLL: ./output/feature-sets/DRLL.txt [2025-10-09T22:47:18.471574] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:18.471610] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:18.471638] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:18.471746] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:18.491168] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:18.492169] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:18.492270] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:18.492330] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:18.532206] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:18.532397] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:18.532445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:18.532481] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:18.536620] [DEBUG] [FORECASTER] DRLL: Forecast T+1@11:T+2@11: DOWN (p=10.62%) [2025-10-09T22:47:18.537165] [INFO ] [FORECASTER] Completed predict_future for DRLL [2025-10-09T22:47:18.537399] [INFO ] [sig ] DRLL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:18.693496] [INFO ] [LOCAL ] Saved forecast: DRLL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DRLL.txt [2025-10-09T22:47:18.693788] [WARN ] [sig ] [613/2211] Failed DRLL after 0.3s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:18.693872] [INFO ] [sig ] [614/2211] Forecasting DSL... [2025-10-09T22:47:18.693911] [INFO ] [sig ] Generating forecast for: DSL [2025-10-09T22:47:18.693943] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSL' from 'https://tdm.silogroup.org/data/derivative_storage/DSL.csv'. [2025-10-09T22:47:18.703520] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DSL'. [2025-10-09T22:47:18.703853] [INFO ] [FORECASTER] Starting predict_future for DSL [2025-10-09T22:47:18.729381] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:18.730131] [DEBUG] [LOCAL ] No optimal features file found for DSL: ./output/feature-sets/DSL.txt [2025-10-09T22:47:18.730186] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:18.730219] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:18.730247] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:18.730302] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:18.747583] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:18.748170] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:18.748254] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:18.748288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:18.782738] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:18.782830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:18.782866] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:18.782894] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:18.788051] [DEBUG] [FORECASTER] DSL: Forecast T+1@11:T+2@11: UP (p=96.68%) [2025-10-09T22:47:18.788601] [INFO ] [FORECASTER] Completed predict_future for DSL [2025-10-09T22:47:18.788819] [INFO ] [sig ] DSL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:18.940260] [INFO ] [LOCAL ] Saved forecast: DSL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DSL.txt [2025-10-09T22:47:18.940683] [WARN ] [sig ] [614/2211] Failed DSL after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:18.940780] [INFO ] [sig ] [615/2211] Forecasting DSM... [2025-10-09T22:47:18.940823] [INFO ] [sig ] Generating forecast for: DSM [2025-10-09T22:47:18.940856] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSM' from 'https://tdm.silogroup.org/data/derivative_storage/DSM.csv'. [2025-10-09T22:47:18.951552] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DSM'. [2025-10-09T22:47:18.952035] [INFO ] [FORECASTER] Starting predict_future for DSM [2025-10-09T22:47:18.979399] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:18.980227] [DEBUG] [LOCAL ] No optimal features file found for DSM: ./output/feature-sets/DSM.txt [2025-10-09T22:47:18.980285] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:18.980391] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:18.980458] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:18.980529] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:18.999516] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:19.000607] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:19.000766] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:19.000816] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:19.048086] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:19.048337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:19.048383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:19.048413] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:19.052964] [DEBUG] [FORECASTER] DSM: Forecast T+1@11:T+2@11: DOWN (p=1.37%) [2025-10-09T22:47:19.053417] [INFO ] [FORECASTER] Completed predict_future for DSM [2025-10-09T22:47:19.053582] [INFO ] [sig ] DSM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:19.203820] [INFO ] [LOCAL ] Saved forecast: DSM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DSM.txt [2025-10-09T22:47:19.204137] [WARN ] [sig ] [615/2211] Failed DSM after 0.3s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:19.204192] [INFO ] [sig ] [616/2211] Forecasting DSMC... [2025-10-09T22:47:19.204226] [INFO ] [sig ] Generating forecast for: DSMC [2025-10-09T22:47:19.204259] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSMC' from 'https://tdm.silogroup.org/data/derivative_storage/DSMC.csv'. [2025-10-09T22:47:19.214142] [DEBUG] [REMOTE ] Successfully parsed 1804 rows of historical data for symbol 'DSMC'. [2025-10-09T22:47:19.214492] [INFO ] [FORECASTER] Starting predict_future for DSMC [2025-10-09T22:47:19.240624] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:19.241537] [DEBUG] [LOCAL ] No optimal features file found for DSMC: ./output/feature-sets/DSMC.txt [2025-10-09T22:47:19.241605] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:19.241639] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:19.241712] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:19.241774] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:19.260149] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:19.261109] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:19.261222] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:19.261285] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:19.293724] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:19.293851] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:19.293890] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:19.293919] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:19.297356] [DEBUG] [FORECASTER] DSMC: Forecast T+1@11:T+2@11: DOWN (p=15.99%) [2025-10-09T22:47:19.297699] [INFO ] [FORECASTER] Completed predict_future for DSMC [2025-10-09T22:47:19.297848] [INFO ] [sig ] DSMC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:19.444914] [INFO ] [LOCAL ] Saved forecast: DSMC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DSMC.txt [2025-10-09T22:47:19.445215] [WARN ] [sig ] [616/2211] Failed DSMC after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:19.445299] [INFO ] [sig ] [617/2211] Forecasting DSU... [2025-10-09T22:47:19.445339] [INFO ] [sig ] Generating forecast for: DSU [2025-10-09T22:47:19.445370] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSU' from 'https://tdm.silogroup.org/data/derivative_storage/DSU.csv'. [2025-10-09T22:47:19.455833] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DSU'. [2025-10-09T22:47:19.456205] [INFO ] [FORECASTER] Starting predict_future for DSU [2025-10-09T22:47:19.482367] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:19.483177] [DEBUG] [LOCAL ] No optimal features file found for DSU: ./output/feature-sets/DSU.txt [2025-10-09T22:47:19.483233] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:19.483267] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:19.483296] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:19.483354] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:19.502046] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:19.502904] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:19.502996] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:19.503031] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:19.566425] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:19.566608] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:19.566678] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:19.566730] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:19.570432] [DEBUG] [FORECASTER] DSU: Forecast T+1@11:T+2@11: UP (p=99.33%) [2025-10-09T22:47:19.570756] [INFO ] [FORECASTER] Completed predict_future for DSU [2025-10-09T22:47:19.570906] [INFO ] [sig ] DSU: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:19.790466] [INFO ] [LOCAL ] Saved forecast: DSU 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DSU.txt [2025-10-09T22:47:19.790730] [WARN ] [sig ] [617/2211] Failed DSU after 0.3s | 4.51 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:19.790814] [INFO ] [sig ] [618/2211] Forecasting DSX... [2025-10-09T22:47:19.790853] [INFO ] [sig ] Generating forecast for: DSX [2025-10-09T22:47:19.790885] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DSX' from 'https://tdm.silogroup.org/data/derivative_storage/DSX.csv'. [2025-10-09T22:47:19.800491] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DSX'. [2025-10-09T22:47:19.800905] [INFO ] [FORECASTER] Starting predict_future for DSX [2025-10-09T22:47:19.826521] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:19.827329] [DEBUG] [LOCAL ] No optimal features file found for DSX: ./output/feature-sets/DSX.txt [2025-10-09T22:47:19.827385] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:19.827425] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:19.827460] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:19.827532] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:19.845873] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:19.846487] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:19.846575] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:19.846609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:19.889834] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:19.890015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:19.890059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:19.890091] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:19.893974] [DEBUG] [FORECASTER] DSX: Forecast T+1@11:T+2@11: UP (p=69.24%) [2025-10-09T22:47:19.894267] [INFO ] [FORECASTER] Completed predict_future for DSX [2025-10-09T22:47:19.894433] [INFO ] [sig ] DSX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:20.053965] [INFO ] [LOCAL ] Saved forecast: DSX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DSX.txt [2025-10-09T22:47:20.054182] [WARN ] [sig ] [618/2211] Failed DSX after 0.3s | 4.51 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:20.054257] [INFO ] [sig ] [619/2211] Forecasting DT... [2025-10-09T22:47:20.054296] [INFO ] [sig ] Generating forecast for: DT [2025-10-09T22:47:20.054328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DT' from 'https://tdm.silogroup.org/data/derivative_storage/DT.csv'. [2025-10-09T22:47:20.064265] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DT'. [2025-10-09T22:47:20.064605] [INFO ] [FORECASTER] Starting predict_future for DT [2025-10-09T22:47:20.090495] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:20.091236] [DEBUG] [LOCAL ] No optimal features file found for DT: ./output/feature-sets/DT.txt [2025-10-09T22:47:20.091292] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:20.091378] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:20.091417] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:20.091477] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:20.109620] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:20.110214] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:20.110297] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:20.110330] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:20.145003] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:20.145101] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:20.145138] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:20.145166] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:20.150790] [DEBUG] [FORECASTER] DT: Forecast T+1@11:T+2@11: DOWN (p=38.55%) [2025-10-09T22:47:20.151078] [INFO ] [FORECASTER] Completed predict_future for DT [2025-10-09T22:47:20.151215] [INFO ] [sig ] DT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:20.297628] [INFO ] [LOCAL ] Saved forecast: DT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DT.txt [2025-10-09T22:47:20.297896] [WARN ] [sig ] [619/2211] Failed DT after 0.2s | 4.51 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:20.297973] [INFO ] [sig ] [620/2211] Forecasting DTB... [2025-10-09T22:47:20.298013] [INFO ] [sig ] Generating forecast for: DTB [2025-10-09T22:47:20.298044] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTB' from 'https://tdm.silogroup.org/data/derivative_storage/DTB.csv'. [2025-10-09T22:47:20.307479] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DTB'. [2025-10-09T22:47:20.307849] [INFO ] [FORECASTER] Starting predict_future for DTB [2025-10-09T22:47:20.333883] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:20.334613] [DEBUG] [LOCAL ] No optimal features file found for DTB: ./output/feature-sets/DTB.txt [2025-10-09T22:47:20.334693] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:20.334740] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:20.334770] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:20.334829] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:20.352251] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:20.352858] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:20.352940] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:20.352974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:20.388211] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:20.388395] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:20.388438] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:20.388467] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:20.392144] [DEBUG] [FORECASTER] DTB: Forecast T+1@11:T+2@11: DOWN (p=26.18%) [2025-10-09T22:47:20.392451] [INFO ] [FORECASTER] Completed predict_future for DTB [2025-10-09T22:47:20.392595] [INFO ] [sig ] DTB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:20.540933] [INFO ] [LOCAL ] Saved forecast: DTB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DTB.txt [2025-10-09T22:47:20.541144] [WARN ] [sig ] [620/2211] Failed DTB after 0.2s | 4.51 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:20.541220] [INFO ] [sig ] [621/2211] Forecasting DTE... [2025-10-09T22:47:20.541259] [INFO ] [sig ] Generating forecast for: DTE [2025-10-09T22:47:20.541291] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTE' from 'https://tdm.silogroup.org/data/derivative_storage/DTE.csv'. [2025-10-09T22:47:20.545826] [WARN ] [REMOTE ] Historical data not found for symbol 'DTE' (404). [2025-10-09T22:47:20.546001] [FATAL] [sig ] DTE: No historical data fetched. [2025-10-09T22:47:20.546086] [WARN ] [sig ] [621/2211] Failed DTE after 0.0s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:20.546152] [INFO ] [sig ] [622/2211] Forecasting DTG... [2025-10-09T22:47:20.546190] [INFO ] [sig ] Generating forecast for: DTG [2025-10-09T22:47:20.546219] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTG' from 'https://tdm.silogroup.org/data/derivative_storage/DTG.csv'. [2025-10-09T22:47:20.554339] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DTG'. [2025-10-09T22:47:20.554573] [INFO ] [FORECASTER] Starting predict_future for DTG [2025-10-09T22:47:20.580181] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:20.580955] [DEBUG] [LOCAL ] No optimal features file found for DTG: ./output/feature-sets/DTG.txt [2025-10-09T22:47:20.581010] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:20.581042] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:20.581070] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:20.581127] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:20.598753] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:20.599283] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:20.599363] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:20.599396] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:20.632416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:20.632510] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:20.632546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:20.632573] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:20.635744] [DEBUG] [FORECASTER] DTG: Forecast T+1@11:T+2@11: DOWN (p=11.82%) [2025-10-09T22:47:20.636011] [INFO ] [FORECASTER] Completed predict_future for DTG [2025-10-09T22:47:20.636143] [INFO ] [sig ] DTG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:20.781433] [INFO ] [LOCAL ] Saved forecast: DTG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DTG.txt [2025-10-09T22:47:20.781631] [WARN ] [sig ] [622/2211] Failed DTG after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.9m [2025-10-09T22:47:20.781729] [INFO ] [sig ] [623/2211] Forecasting DTM... [2025-10-09T22:47:20.781769] [INFO ] [sig ] Generating forecast for: DTM [2025-10-09T22:47:20.781799] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTM' from 'https://tdm.silogroup.org/data/derivative_storage/DTM.csv'. [2025-10-09T22:47:20.786195] [WARN ] [REMOTE ] Historical data not found for symbol 'DTM' (404). [2025-10-09T22:47:20.786373] [FATAL] [sig ] DTM: No historical data fetched. [2025-10-09T22:47:20.786458] [WARN ] [sig ] [623/2211] Failed DTM after 0.0s | 4.53 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:20.786526] [INFO ] [sig ] [624/2211] Forecasting DTW... [2025-10-09T22:47:20.786566] [INFO ] [sig ] Generating forecast for: DTW [2025-10-09T22:47:20.786597] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DTW' from 'https://tdm.silogroup.org/data/derivative_storage/DTW.csv'. [2025-10-09T22:47:20.795184] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'DTW'. [2025-10-09T22:47:20.795424] [INFO ] [FORECASTER] Starting predict_future for DTW [2025-10-09T22:47:20.821018] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:20.821763] [DEBUG] [LOCAL ] No optimal features file found for DTW: ./output/feature-sets/DTW.txt [2025-10-09T22:47:20.821818] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:20.821852] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:20.821879] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:20.821935] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:20.839772] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:20.840349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:20.840429] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:20.840462] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:20.873953] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:20.874030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:20.874065] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:20.874093] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:20.877081] [DEBUG] [FORECASTER] DTW: Forecast T+1@11:T+2@11: UP (p=54.30%) [2025-10-09T22:47:20.877336] [INFO ] [FORECASTER] Completed predict_future for DTW [2025-10-09T22:47:20.877467] [INFO ] [sig ] DTW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:21.020716] [INFO ] [LOCAL ] Saved forecast: DTW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DTW.txt [2025-10-09T22:47:21.020916] [WARN ] [sig ] [624/2211] Failed DTW after 0.2s | 4.53 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:21.020991] [INFO ] [sig ] [625/2211] Forecasting DUK... [2025-10-09T22:47:21.021031] [INFO ] [sig ] Generating forecast for: DUK [2025-10-09T22:47:21.021063] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DUK' from 'https://tdm.silogroup.org/data/derivative_storage/DUK.csv'. [2025-10-09T22:47:21.030469] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DUK'. [2025-10-09T22:47:21.030752] [INFO ] [FORECASTER] Starting predict_future for DUK [2025-10-09T22:47:21.056180] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:21.056912] [DEBUG] [LOCAL ] No optimal features file found for DUK: ./output/feature-sets/DUK.txt [2025-10-09T22:47:21.056967] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:21.057001] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:21.057029] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:21.057086] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:21.074830] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:21.075356] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:21.075435] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:21.075469] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:21.158853] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:21.158966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:21.159003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:21.159030] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:21.162243] [DEBUG] [FORECASTER] DUK: Forecast T+1@11:T+2@11: DOWN (p=16.08%) [2025-10-09T22:47:21.162511] [INFO ] [FORECASTER] Completed predict_future for DUK [2025-10-09T22:47:21.162679] [INFO ] [sig ] DUK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:21.304686] [INFO ] [LOCAL ] Saved forecast: DUK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DUK.txt [2025-10-09T22:47:21.304908] [WARN ] [sig ] [625/2211] Failed DUK after 0.3s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:21.304984] [INFO ] [sig ] [626/2211] Forecasting DUKB... [2025-10-09T22:47:21.305023] [INFO ] [sig ] Generating forecast for: DUKB [2025-10-09T22:47:21.305054] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DUKB' from 'https://tdm.silogroup.org/data/derivative_storage/DUKB.csv'. [2025-10-09T22:47:21.314968] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'DUKB'. [2025-10-09T22:47:21.315254] [INFO ] [FORECASTER] Starting predict_future for DUKB [2025-10-09T22:47:21.340700] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:21.341383] [DEBUG] [LOCAL ] No optimal features file found for DUKB: ./output/feature-sets/DUKB.txt [2025-10-09T22:47:21.341437] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:21.341469] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:21.341496] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:21.341557] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:21.358783] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:21.359314] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:21.359395] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:21.359428] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:21.394748] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:21.394823] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:21.394857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:21.394884] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:21.397898] [DEBUG] [FORECASTER] DUKB: Forecast T+1@11:T+2@11: UP (p=99.52%) [2025-10-09T22:47:21.398156] [INFO ] [FORECASTER] Completed predict_future for DUKB [2025-10-09T22:47:21.398292] [INFO ] [sig ] DUKB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:21.540758] [INFO ] [LOCAL ] Saved forecast: DUKB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DUKB.txt [2025-10-09T22:47:21.540981] [WARN ] [sig ] [626/2211] Failed DUKB after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:21.541057] [INFO ] [sig ] [627/2211] Forecasting DV... [2025-10-09T22:47:21.541095] [INFO ] [sig ] Generating forecast for: DV [2025-10-09T22:47:21.541126] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DV' from 'https://tdm.silogroup.org/data/derivative_storage/DV.csv'. [2025-10-09T22:47:21.550948] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DV'. [2025-10-09T22:47:21.551211] [INFO ] [FORECASTER] Starting predict_future for DV [2025-10-09T22:47:21.576471] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:21.577191] [DEBUG] [LOCAL ] No optimal features file found for DV: ./output/feature-sets/DV.txt [2025-10-09T22:47:21.577246] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:21.577295] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:21.577324] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:21.577381] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:21.594713] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:21.595264] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:21.595345] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:21.595378] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:21.629903] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:21.630005] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:21.630041] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:21.630068] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:21.633229] [DEBUG] [FORECASTER] DV: Forecast T+1@11:T+2@11: UP (p=87.69%) [2025-10-09T22:47:21.633497] [INFO ] [FORECASTER] Completed predict_future for DV [2025-10-09T22:47:21.633639] [INFO ] [sig ] DV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:21.776319] [INFO ] [LOCAL ] Saved forecast: DV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DV.txt [2025-10-09T22:47:21.776520] [WARN ] [sig ] [627/2211] Failed DV after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:21.776595] [INFO ] [sig ] [628/2211] Forecasting DVA... [2025-10-09T22:47:21.776634] [INFO ] [sig ] Generating forecast for: DVA [2025-10-09T22:47:21.776731] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DVA' from 'https://tdm.silogroup.org/data/derivative_storage/DVA.csv'. [2025-10-09T22:47:21.786166] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DVA'. [2025-10-09T22:47:21.786435] [INFO ] [FORECASTER] Starting predict_future for DVA [2025-10-09T22:47:21.811685] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:21.812369] [DEBUG] [LOCAL ] No optimal features file found for DVA: ./output/feature-sets/DVA.txt [2025-10-09T22:47:21.812423] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:21.812455] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:21.812482] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:21.812538] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:21.830140] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:21.830715] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:21.830799] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:21.830833] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:21.868731] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:21.868809] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:21.868843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:21.868872] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:21.871935] [DEBUG] [FORECASTER] DVA: Forecast T+1@11:T+2@11: DOWN (p=40.01%) [2025-10-09T22:47:21.872194] [INFO ] [FORECASTER] Completed predict_future for DVA [2025-10-09T22:47:21.872327] [INFO ] [sig ] DVA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:22.015019] [INFO ] [LOCAL ] Saved forecast: DVA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DVA.txt [2025-10-09T22:47:22.015225] [WARN ] [sig ] [628/2211] Failed DVA after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:22.015300] [INFO ] [sig ] [629/2211] Forecasting DVN... [2025-10-09T22:47:22.015339] [INFO ] [sig ] Generating forecast for: DVN [2025-10-09T22:47:22.015370] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DVN' from 'https://tdm.silogroup.org/data/derivative_storage/DVN.csv'. [2025-10-09T22:47:22.024251] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DVN'. [2025-10-09T22:47:22.024513] [INFO ] [FORECASTER] Starting predict_future for DVN [2025-10-09T22:47:22.049762] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:22.050442] [DEBUG] [LOCAL ] No optimal features file found for DVN: ./output/feature-sets/DVN.txt [2025-10-09T22:47:22.050496] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:22.050529] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:22.050560] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:22.050618] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:22.068132] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:22.068691] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:22.068776] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:22.068809] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:22.105539] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:22.105611] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:22.105671] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:22.105722] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:22.108747] [DEBUG] [FORECASTER] DVN: Forecast T+1@11:T+2@11: UP (p=71.27%) [2025-10-09T22:47:22.109001] [INFO ] [FORECASTER] Completed predict_future for DVN [2025-10-09T22:47:22.109131] [INFO ] [sig ] DVN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:22.251622] [INFO ] [LOCAL ] Saved forecast: DVN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DVN.txt [2025-10-09T22:47:22.251857] [WARN ] [sig ] [629/2211] Failed DVN after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:22.251934] [INFO ] [sig ] [630/2211] Forecasting DX... [2025-10-09T22:47:22.251973] [INFO ] [sig ] Generating forecast for: DX [2025-10-09T22:47:22.252003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DX' from 'https://tdm.silogroup.org/data/derivative_storage/DX.csv'. [2025-10-09T22:47:22.262742] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DX'. [2025-10-09T22:47:22.263006] [INFO ] [FORECASTER] Starting predict_future for DX [2025-10-09T22:47:22.288139] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:22.288857] [DEBUG] [LOCAL ] No optimal features file found for DX: ./output/feature-sets/DX.txt [2025-10-09T22:47:22.288913] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:22.288945] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:22.288971] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:22.289028] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:22.306202] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:22.306790] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:22.306871] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:22.306904] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:22.341298] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:22.341372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:22.341406] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:22.341434] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:22.345732] [DEBUG] [FORECASTER] DX: Forecast T+1@11:T+2@11: DOWN (p=9.18%) [2025-10-09T22:47:22.345994] [INFO ] [FORECASTER] Completed predict_future for DX [2025-10-09T22:47:22.346125] [INFO ] [sig ] DX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:22.487929] [INFO ] [LOCAL ] Saved forecast: DX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DX.txt [2025-10-09T22:47:22.488132] [WARN ] [sig ] [630/2211] Failed DX after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:22.488206] [INFO ] [sig ] [631/2211] Forecasting DXC... [2025-10-09T22:47:22.488244] [INFO ] [sig ] Generating forecast for: DXC [2025-10-09T22:47:22.488274] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DXC' from 'https://tdm.silogroup.org/data/derivative_storage/DXC.csv'. [2025-10-09T22:47:22.493164] [WARN ] [REMOTE ] Historical data not found for symbol 'DXC' (404). [2025-10-09T22:47:22.493342] [FATAL] [sig ] DXC: No historical data fetched. [2025-10-09T22:47:22.493425] [WARN ] [sig ] [631/2211] Failed DXC after 0.0s | 4.53 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:22.493491] [INFO ] [sig ] [632/2211] Forecasting DXYZ... [2025-10-09T22:47:22.493530] [INFO ] [sig ] Generating forecast for: DXYZ [2025-10-09T22:47:22.493559] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DXYZ' from 'https://tdm.silogroup.org/data/derivative_storage/DXYZ.csv'. [2025-10-09T22:47:22.501743] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DXYZ'. [2025-10-09T22:47:22.502005] [INFO ] [FORECASTER] Starting predict_future for DXYZ [2025-10-09T22:47:22.527507] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:22.528299] [DEBUG] [LOCAL ] No optimal features file found for DXYZ: ./output/feature-sets/DXYZ.txt [2025-10-09T22:47:22.528353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:22.528386] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:22.528414] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:22.528470] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:22.545666] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:22.546205] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:22.546285] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:22.546317] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:22.612770] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:22.612855] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:22.612890] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:22.612918] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:22.615968] [DEBUG] [FORECASTER] DXYZ: Forecast T+1@11:T+2@11: DOWN (p=0.25%) [2025-10-09T22:47:22.616224] [INFO ] [FORECASTER] Completed predict_future for DXYZ [2025-10-09T22:47:22.616353] [INFO ] [sig ] DXYZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:22.760173] [INFO ] [LOCAL ] Saved forecast: DXYZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/DXYZ.txt [2025-10-09T22:47:22.760358] [WARN ] [sig ] [632/2211] Failed DXYZ after 0.3s | 4.53 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:22.760432] [INFO ] [sig ] [633/2211] Forecasting DY... [2025-10-09T22:47:22.760470] [INFO ] [sig ] Generating forecast for: DY [2025-10-09T22:47:22.760501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'DY' from 'https://tdm.silogroup.org/data/derivative_storage/DY.csv'. [2025-10-09T22:47:22.769972] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'DY'. [2025-10-09T22:47:22.770219] [INFO ] [FORECASTER] Starting predict_future for DY [2025-10-09T22:47:22.795605] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:22.796312] [DEBUG] [LOCAL ] No optimal features file found for DY: ./output/feature-sets/DY.txt [2025-10-09T22:47:22.796366] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:22.796416] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:22.796445] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:22.796503] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:22.813937] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:22.814466] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:22.814549] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:22.814582] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:22.850803] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:22.850877] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:22.850912] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:22.850939] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:22.853927] [DEBUG] [FORECASTER] DY: Forecast T+1@11:T+2@11: UP (p=85.73%) [2025-10-09T22:47:22.854180] [INFO ] [FORECASTER] Completed predict_future for DY [2025-10-09T22:47:22.854314] [INFO ] [sig ] DY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:22.996381] [INFO ] [LOCAL ] Saved forecast: DY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/DY.txt [2025-10-09T22:47:22.996556] [WARN ] [sig ] [633/2211] Failed DY after 0.2s | 4.53 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:22.996630] [INFO ] [sig ] [634/2211] Forecasting E... [2025-10-09T22:47:22.996706] [INFO ] [sig ] Generating forecast for: E [2025-10-09T22:47:22.996745] [DEBUG] [REMOTE ] Fetching historical data for symbol 'E' from 'https://tdm.silogroup.org/data/derivative_storage/E.csv'. [2025-10-09T22:47:23.006247] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'E'. [2025-10-09T22:47:23.006494] [INFO ] [FORECASTER] Starting predict_future for E [2025-10-09T22:47:23.031596] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:23.032346] [DEBUG] [LOCAL ] No optimal features file found for E: ./output/feature-sets/E.txt [2025-10-09T22:47:23.032405] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:23.032438] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:23.032465] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:23.032522] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:23.049715] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:23.050250] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:23.050330] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:23.050363] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:23.084588] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:23.084682] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:23.084732] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:23.084762] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:23.087772] [DEBUG] [FORECASTER] E: Forecast T+1@11:T+2@11: DOWN (p=18.55%) [2025-10-09T22:47:23.088027] [INFO ] [FORECASTER] Completed predict_future for E [2025-10-09T22:47:23.088160] [INFO ] [sig ] E: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:23.229258] [INFO ] [LOCAL ] Saved forecast: E 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/E.txt [2025-10-09T22:47:23.229441] [WARN ] [sig ] [634/2211] Failed E after 0.2s | 4.53 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:23.229516] [INFO ] [sig ] [635/2211] Forecasting EAF... [2025-10-09T22:47:23.229555] [INFO ] [sig ] Generating forecast for: EAF [2025-10-09T22:47:23.229586] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EAF' from 'https://tdm.silogroup.org/data/derivative_storage/EAF.csv'. [2025-10-09T22:47:23.239439] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EAF'. [2025-10-09T22:47:23.239858] [INFO ] [FORECASTER] Starting predict_future for EAF [2025-10-09T22:47:23.265778] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:23.266482] [DEBUG] [LOCAL ] No optimal features file found for EAF: ./output/feature-sets/EAF.txt [2025-10-09T22:47:23.266536] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:23.266569] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:23.266597] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:23.266676] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:23.284379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:23.285000] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:23.285088] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:23.285176] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:23.322445] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:23.322544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:23.322586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:23.322615] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:23.326038] [DEBUG] [FORECASTER] EAF: Forecast T+1@11:T+2@11: DOWN (p=22.47%) [2025-10-09T22:47:23.326319] [INFO ] [FORECASTER] Completed predict_future for EAF [2025-10-09T22:47:23.326460] [INFO ] [sig ] EAF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:23.467881] [INFO ] [LOCAL ] Saved forecast: EAF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EAF.txt [2025-10-09T22:47:23.468096] [WARN ] [sig ] [635/2211] Failed EAF after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:23.468171] [INFO ] [sig ] [636/2211] Forecasting EAI... [2025-10-09T22:47:23.468209] [INFO ] [sig ] Generating forecast for: EAI [2025-10-09T22:47:23.468239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EAI' from 'https://tdm.silogroup.org/data/derivative_storage/EAI.csv'. [2025-10-09T22:47:23.476815] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EAI'. [2025-10-09T22:47:23.477067] [INFO ] [FORECASTER] Starting predict_future for EAI [2025-10-09T22:47:23.502045] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:23.502757] [DEBUG] [LOCAL ] No optimal features file found for EAI: ./output/feature-sets/EAI.txt [2025-10-09T22:47:23.502813] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:23.502845] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:23.502873] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:23.502928] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:23.520148] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:23.520715] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:23.520799] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:23.520832] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:23.552110] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:23.552184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:23.552219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:23.552247] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:23.555229] [DEBUG] [FORECASTER] EAI: Forecast T+1@11:T+2@11: DOWN (p=43.74%) [2025-10-09T22:47:23.555481] [INFO ] [FORECASTER] Completed predict_future for EAI [2025-10-09T22:47:23.555610] [INFO ] [sig ] EAI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:23.696400] [INFO ] [LOCAL ] Saved forecast: EAI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EAI.txt [2025-10-09T22:47:23.696594] [WARN ] [sig ] [636/2211] Failed EAI after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:23.696691] [INFO ] [sig ] [637/2211] Forecasting EARN... [2025-10-09T22:47:23.696737] [INFO ] [sig ] Generating forecast for: EARN [2025-10-09T22:47:23.696769] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EARN' from 'https://tdm.silogroup.org/data/derivative_storage/EARN.csv'. [2025-10-09T22:47:23.705839] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EARN'. [2025-10-09T22:47:23.706091] [INFO ] [FORECASTER] Starting predict_future for EARN [2025-10-09T22:47:23.731124] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:23.731837] [DEBUG] [LOCAL ] No optimal features file found for EARN: ./output/feature-sets/EARN.txt [2025-10-09T22:47:23.731891] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:23.731923] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:23.731949] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:23.732004] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:23.749111] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:23.749639] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:23.749747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:23.749782] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:23.783188] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:23.783258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:23.783293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:23.783320] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:23.786276] [DEBUG] [FORECASTER] EARN: Forecast T+1@11:T+2@11: UP (p=76.12%) [2025-10-09T22:47:23.786526] [INFO ] [FORECASTER] Completed predict_future for EARN [2025-10-09T22:47:23.786689] [INFO ] [sig ] EARN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:23.928056] [INFO ] [LOCAL ] Saved forecast: EARN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EARN.txt [2025-10-09T22:47:23.928248] [WARN ] [sig ] [637/2211] Failed EARN after 0.2s | 4.52 sym/s | Total: 2.3m | ETA: 5.8m [2025-10-09T22:47:23.928323] [INFO ] [sig ] [638/2211] Forecasting EAT... [2025-10-09T22:47:23.928361] [INFO ] [sig ] Generating forecast for: EAT [2025-10-09T22:47:23.928391] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EAT' from 'https://tdm.silogroup.org/data/derivative_storage/EAT.csv'. [2025-10-09T22:47:23.937004] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EAT'. [2025-10-09T22:47:23.937255] [INFO ] [FORECASTER] Starting predict_future for EAT [2025-10-09T22:47:23.963134] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:23.963872] [DEBUG] [LOCAL ] No optimal features file found for EAT: ./output/feature-sets/EAT.txt [2025-10-09T22:47:23.963926] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:23.963959] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:23.963986] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:23.964042] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:23.981350] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:23.981923] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:23.982001] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:23.982034] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:24.018785] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:24.018882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:24.018918] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:24.018945] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:24.021972] [DEBUG] [FORECASTER] EAT: Forecast T+1@11:T+2@11: UP (p=78.19%) [2025-10-09T22:47:24.022240] [INFO ] [FORECASTER] Completed predict_future for EAT [2025-10-09T22:47:24.022371] [INFO ] [sig ] EAT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:24.163540] [INFO ] [LOCAL ] Saved forecast: EAT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EAT.txt [2025-10-09T22:47:24.163784] [WARN ] [sig ] [638/2211] Failed EAT after 0.2s | 4.52 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:24.163848] [INFO ] [sig ] [639/2211] Forecasting EB... [2025-10-09T22:47:24.163882] [INFO ] [sig ] Generating forecast for: EB [2025-10-09T22:47:24.163913] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EB' from 'https://tdm.silogroup.org/data/derivative_storage/EB.csv'. [2025-10-09T22:47:24.174153] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EB'. [2025-10-09T22:47:24.174484] [INFO ] [FORECASTER] Starting predict_future for EB [2025-10-09T22:47:24.200017] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:24.200752] [DEBUG] [LOCAL ] No optimal features file found for EB: ./output/feature-sets/EB.txt [2025-10-09T22:47:24.200808] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:24.200842] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:24.200870] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:24.200926] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:24.218226] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:24.218826] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:24.218914] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:24.218947] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:24.253880] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:24.254036] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:24.254078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:24.254109] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:24.257770] [DEBUG] [FORECASTER] EB: Forecast T+1@11:T+2@11: UP (p=98.19%) [2025-10-09T22:47:24.258058] [INFO ] [FORECASTER] Completed predict_future for EB [2025-10-09T22:47:24.258197] [INFO ] [sig ] EB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:24.400074] [INFO ] [LOCAL ] Saved forecast: EB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EB.txt [2025-10-09T22:47:24.400297] [WARN ] [sig ] [639/2211] Failed EB after 0.2s | 4.52 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:24.400374] [INFO ] [sig ] [640/2211] Forecasting EBF... [2025-10-09T22:47:24.400413] [INFO ] [sig ] Generating forecast for: EBF [2025-10-09T22:47:24.400444] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EBF' from 'https://tdm.silogroup.org/data/derivative_storage/EBF.csv'. [2025-10-09T22:47:24.410550] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EBF'. [2025-10-09T22:47:24.410877] [INFO ] [FORECASTER] Starting predict_future for EBF [2025-10-09T22:47:24.436068] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:24.436804] [DEBUG] [LOCAL ] No optimal features file found for EBF: ./output/feature-sets/EBF.txt [2025-10-09T22:47:24.436859] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:24.436892] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:24.436938] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:24.436996] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:24.455271] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:24.455894] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:24.455984] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:24.456019] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:24.495017] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:24.495114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:24.495151] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:24.495179] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:24.498367] [DEBUG] [FORECASTER] EBF: Forecast T+1@11:T+2@11: UP (p=95.24%) [2025-10-09T22:47:24.498662] [INFO ] [FORECASTER] Completed predict_future for EBF [2025-10-09T22:47:24.498818] [INFO ] [sig ] EBF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:24.641519] [INFO ] [LOCAL ] Saved forecast: EBF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EBF.txt [2025-10-09T22:47:24.641782] [WARN ] [sig ] [640/2211] Failed EBF after 0.2s | 4.52 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:24.641864] [INFO ] [sig ] [641/2211] Forecasting EBR... [2025-10-09T22:47:24.641903] [INFO ] [sig ] Generating forecast for: EBR [2025-10-09T22:47:24.641934] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EBR' from 'https://tdm.silogroup.org/data/derivative_storage/EBR.csv'. [2025-10-09T22:47:24.654281] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EBR'. [2025-10-09T22:47:24.655062] [INFO ] [FORECASTER] Starting predict_future for EBR [2025-10-09T22:47:24.682987] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:24.683776] [DEBUG] [LOCAL ] No optimal features file found for EBR: ./output/feature-sets/EBR.txt [2025-10-09T22:47:24.683834] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:24.683870] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:24.683899] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:24.683957] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:24.705429] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:24.706089] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:24.706180] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:24.706216] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:24.747256] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:24.747410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:24.747455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:24.747484] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:24.751270] [DEBUG] [FORECASTER] EBR: Forecast T+1@11:T+2@11: UP (p=60.13%) [2025-10-09T22:47:24.751570] [INFO ] [FORECASTER] Completed predict_future for EBR [2025-10-09T22:47:24.751753] [INFO ] [sig ] EBR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:24.894908] [INFO ] [LOCAL ] Saved forecast: EBR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EBR.txt [2025-10-09T22:47:24.895217] [WARN ] [sig ] [641/2211] Failed EBR after 0.3s | 4.52 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:24.895297] [INFO ] [sig ] [642/2211] Forecasting EBS... [2025-10-09T22:47:24.895337] [INFO ] [sig ] Generating forecast for: EBS [2025-10-09T22:47:24.895368] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EBS' from 'https://tdm.silogroup.org/data/derivative_storage/EBS.csv'. [2025-10-09T22:47:24.906410] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EBS'. [2025-10-09T22:47:24.906734] [INFO ] [FORECASTER] Starting predict_future for EBS [2025-10-09T22:47:24.932157] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:24.932983] [DEBUG] [LOCAL ] No optimal features file found for EBS: ./output/feature-sets/EBS.txt [2025-10-09T22:47:24.933039] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:24.933130] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:24.933168] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:24.933227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:24.950903] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:24.951479] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:24.951569] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:24.951609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:24.987098] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:24.987183] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:24.987219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:24.987246] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:24.990395] [DEBUG] [FORECASTER] EBS: Forecast T+1@11:T+2@11: DOWN (p=39.33%) [2025-10-09T22:47:24.990724] [INFO ] [FORECASTER] Completed predict_future for EBS [2025-10-09T22:47:24.990866] [INFO ] [sig ] EBS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:25.134073] [INFO ] [LOCAL ] Saved forecast: EBS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EBS.txt [2025-10-09T22:47:25.134303] [WARN ] [sig ] [642/2211] Failed EBS after 0.2s | 4.52 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:25.134379] [INFO ] [sig ] [643/2211] Forecasting EC... [2025-10-09T22:47:25.134418] [INFO ] [sig ] Generating forecast for: EC [2025-10-09T22:47:25.134451] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EC' from 'https://tdm.silogroup.org/data/derivative_storage/EC.csv'. [2025-10-09T22:47:25.139167] [WARN ] [REMOTE ] Historical data not found for symbol 'EC' (404). [2025-10-09T22:47:25.139347] [FATAL] [sig ] EC: No historical data fetched. [2025-10-09T22:47:25.139431] [WARN ] [sig ] [643/2211] Failed EC after 0.0s | 4.53 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:25.139498] [INFO ] [sig ] [644/2211] Forecasting ECAT... [2025-10-09T22:47:25.139537] [INFO ] [sig ] Generating forecast for: ECAT [2025-10-09T22:47:25.139566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECAT' from 'https://tdm.silogroup.org/data/derivative_storage/ECAT.csv'. [2025-10-09T22:47:25.149372] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ECAT'. [2025-10-09T22:47:25.149781] [INFO ] [FORECASTER] Starting predict_future for ECAT [2025-10-09T22:47:25.175745] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:25.176465] [DEBUG] [LOCAL ] No optimal features file found for ECAT: ./output/feature-sets/ECAT.txt [2025-10-09T22:47:25.176524] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:25.176558] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:25.176585] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:25.176666] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:25.193962] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:25.194506] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:25.194588] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:25.194622] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:25.228534] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:25.228625] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:25.228717] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:25.228760] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:25.231909] [DEBUG] [FORECASTER] ECAT: Forecast T+1@11:T+2@11: UP (p=77.12%) [2025-10-09T22:47:25.232168] [INFO ] [FORECASTER] Completed predict_future for ECAT [2025-10-09T22:47:25.232303] [INFO ] [sig ] ECAT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:25.393421] [INFO ] [LOCAL ] Saved forecast: ECAT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ECAT.txt [2025-10-09T22:47:25.393883] [WARN ] [sig ] [644/2211] Failed ECAT after 0.3s | 4.53 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:25.393992] [INFO ] [sig ] [645/2211] Forecasting ECC... [2025-10-09T22:47:25.394050] [INFO ] [sig ] Generating forecast for: ECC [2025-10-09T22:47:25.394104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECC' from 'https://tdm.silogroup.org/data/derivative_storage/ECC.csv'. [2025-10-09T22:47:25.407324] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ECC'. [2025-10-09T22:47:25.407828] [INFO ] [FORECASTER] Starting predict_future for ECC [2025-10-09T22:47:25.434880] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:25.435702] [DEBUG] [LOCAL ] No optimal features file found for ECC: ./output/feature-sets/ECC.txt [2025-10-09T22:47:25.435762] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:25.435797] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:25.435825] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:25.435882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:25.453412] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:25.454123] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:25.454213] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:25.454248] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:25.491216] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:25.491366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:25.491407] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:25.491436] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:25.494900] [DEBUG] [FORECASTER] ECC: Forecast T+1@11:T+2@11: DOWN (p=47.27%) [2025-10-09T22:47:25.495184] [INFO ] [FORECASTER] Completed predict_future for ECC [2025-10-09T22:47:25.495334] [INFO ] [sig ] ECC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:25.638237] [INFO ] [LOCAL ] Saved forecast: ECC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ECC.txt [2025-10-09T22:47:25.638521] [WARN ] [sig ] [645/2211] Failed ECC after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:25.638606] [INFO ] [sig ] [646/2211] Forecasting ECG... [2025-10-09T22:47:25.638678] [INFO ] [sig ] Generating forecast for: ECG [2025-10-09T22:47:25.638734] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECG' from 'https://tdm.silogroup.org/data/derivative_storage/ECG.csv'. [2025-10-09T22:47:25.643032] [WARN ] [REMOTE ] Historical data not found for symbol 'ECG' (404). [2025-10-09T22:47:25.643298] [FATAL] [sig ] ECG: No historical data fetched. [2025-10-09T22:47:25.643389] [WARN ] [sig ] [646/2211] Failed ECG after 0.0s | 4.53 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:25.643458] [INFO ] [sig ] [647/2211] Forecasting ECL... [2025-10-09T22:47:25.643499] [INFO ] [sig ] Generating forecast for: ECL [2025-10-09T22:47:25.643530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECL' from 'https://tdm.silogroup.org/data/derivative_storage/ECL.csv'. [2025-10-09T22:47:25.652326] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ECL'. [2025-10-09T22:47:25.652817] [INFO ] [FORECASTER] Starting predict_future for ECL [2025-10-09T22:47:25.679714] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:25.680673] [DEBUG] [LOCAL ] No optimal features file found for ECL: ./output/feature-sets/ECL.txt [2025-10-09T22:47:25.680759] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:25.680794] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:25.680823] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:25.680882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:25.698936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:25.699813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:25.699906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:25.699940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:25.740892] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:25.741051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:25.741092] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:25.741121] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:25.744552] [DEBUG] [FORECASTER] ECL: Forecast T+1@11:T+2@11: DOWN (p=0.70%) [2025-10-09T22:47:25.744868] [INFO ] [FORECASTER] Completed predict_future for ECL [2025-10-09T22:47:25.745014] [INFO ] [sig ] ECL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:25.888156] [INFO ] [LOCAL ] Saved forecast: ECL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ECL.txt [2025-10-09T22:47:25.888387] [WARN ] [sig ] [647/2211] Failed ECL after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.8m [2025-10-09T22:47:25.888466] [INFO ] [sig ] [648/2211] Forecasting ECO... [2025-10-09T22:47:25.888505] [INFO ] [sig ] Generating forecast for: ECO [2025-10-09T22:47:25.888537] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECO' from 'https://tdm.silogroup.org/data/derivative_storage/ECO.csv'. [2025-10-09T22:47:25.898510] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ECO'. [2025-10-09T22:47:25.898848] [INFO ] [FORECASTER] Starting predict_future for ECO [2025-10-09T22:47:25.924682] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:25.925369] [DEBUG] [LOCAL ] No optimal features file found for ECO: ./output/feature-sets/ECO.txt [2025-10-09T22:47:25.925423] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:25.925457] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:25.925484] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:25.925540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:25.943355] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:25.944008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:25.944094] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:25.944129] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:25.979779] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:25.979859] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:25.979895] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:25.979923] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:25.982936] [DEBUG] [FORECASTER] ECO: Forecast T+1@11:T+2@11: UP (p=65.24%) [2025-10-09T22:47:25.983193] [INFO ] [FORECASTER] Completed predict_future for ECO [2025-10-09T22:47:25.983319] [INFO ] [sig ] ECO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:26.126833] [INFO ] [LOCAL ] Saved forecast: ECO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ECO.txt [2025-10-09T22:47:26.127065] [WARN ] [sig ] [648/2211] Failed ECO after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:26.127141] [INFO ] [sig ] [649/2211] Forecasting ECVT... [2025-10-09T22:47:26.127180] [INFO ] [sig ] Generating forecast for: ECVT [2025-10-09T22:47:26.127210] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ECVT' from 'https://tdm.silogroup.org/data/derivative_storage/ECVT.csv'. [2025-10-09T22:47:26.136975] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ECVT'. [2025-10-09T22:47:26.137251] [INFO ] [FORECASTER] Starting predict_future for ECVT [2025-10-09T22:47:26.163421] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:26.164174] [DEBUG] [LOCAL ] No optimal features file found for ECVT: ./output/feature-sets/ECVT.txt [2025-10-09T22:47:26.164230] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:26.164264] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:26.164292] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:26.164352] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:26.182472] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:26.183061] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:26.183147] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:26.183183] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:26.218344] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:26.218423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:26.218458] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:26.218487] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:26.221520] [DEBUG] [FORECASTER] ECVT: Forecast T+1@11:T+2@11: UP (p=78.20%) [2025-10-09T22:47:26.221817] [INFO ] [FORECASTER] Completed predict_future for ECVT [2025-10-09T22:47:26.221955] [INFO ] [sig ] ECVT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:26.365022] [INFO ] [LOCAL ] Saved forecast: ECVT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ECVT.txt [2025-10-09T22:47:26.365244] [WARN ] [sig ] [649/2211] Failed ECVT after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:26.365317] [INFO ] [sig ] [650/2211] Forecasting ED... [2025-10-09T22:47:26.365363] [INFO ] [sig ] Generating forecast for: ED [2025-10-09T22:47:26.365394] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ED' from 'https://tdm.silogroup.org/data/derivative_storage/ED.csv'. [2025-10-09T22:47:26.374748] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ED'. [2025-10-09T22:47:26.375013] [INFO ] [FORECASTER] Starting predict_future for ED [2025-10-09T22:47:26.400585] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:26.401293] [DEBUG] [LOCAL ] No optimal features file found for ED: ./output/feature-sets/ED.txt [2025-10-09T22:47:26.401347] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:26.401379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:26.401406] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:26.401461] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:26.418726] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:26.419261] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:26.419340] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:26.419373] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:26.453592] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:26.453716] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:26.453790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:26.453822] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:26.456959] [DEBUG] [FORECASTER] ED: Forecast T+1@11:T+2@11: DOWN (p=14.54%) [2025-10-09T22:47:26.457216] [INFO ] [FORECASTER] Completed predict_future for ED [2025-10-09T22:47:26.457339] [INFO ] [sig ] ED: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:26.601418] [INFO ] [LOCAL ] Saved forecast: ED 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ED.txt [2025-10-09T22:47:26.601667] [WARN ] [sig ] [650/2211] Failed ED after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:26.601746] [INFO ] [sig ] [651/2211] Forecasting EDD... [2025-10-09T22:47:26.601784] [INFO ] [sig ] Generating forecast for: EDD [2025-10-09T22:47:26.601815] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDD' from 'https://tdm.silogroup.org/data/derivative_storage/EDD.csv'. [2025-10-09T22:47:26.611527] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EDD'. [2025-10-09T22:47:26.611827] [INFO ] [FORECASTER] Starting predict_future for EDD [2025-10-09T22:47:26.637016] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:26.637780] [DEBUG] [LOCAL ] No optimal features file found for EDD: ./output/feature-sets/EDD.txt [2025-10-09T22:47:26.637837] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:26.637871] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:26.637900] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:26.637957] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:26.656234] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:26.656880] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:26.656970] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:26.657006] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:26.688866] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:26.688948] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:26.688982] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:26.689010] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:26.692061] [DEBUG] [FORECASTER] EDD: Forecast T+1@11:T+2@11: UP (p=86.56%) [2025-10-09T22:47:26.692322] [INFO ] [FORECASTER] Completed predict_future for EDD [2025-10-09T22:47:26.692445] [INFO ] [sig ] EDD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:26.834945] [INFO ] [LOCAL ] Saved forecast: EDD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EDD.txt [2025-10-09T22:47:26.835160] [WARN ] [sig ] [651/2211] Failed EDD after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:26.835237] [INFO ] [sig ] [652/2211] Forecasting EDF... [2025-10-09T22:47:26.835276] [INFO ] [sig ] Generating forecast for: EDF [2025-10-09T22:47:26.835309] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDF' from 'https://tdm.silogroup.org/data/derivative_storage/EDF.csv'. [2025-10-09T22:47:26.844571] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EDF'. [2025-10-09T22:47:26.844862] [INFO ] [FORECASTER] Starting predict_future for EDF [2025-10-09T22:47:26.874154] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:26.875029] [DEBUG] [LOCAL ] No optimal features file found for EDF: ./output/feature-sets/EDF.txt [2025-10-09T22:47:26.875087] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:26.875122] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:26.875181] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:26.875261] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:26.892610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:26.893210] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:26.893295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:26.893328] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:26.925099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:26.925172] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:26.925207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:26.925234] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:26.928385] [DEBUG] [FORECASTER] EDF: Forecast T+1@11:T+2@11: UP (p=74.73%) [2025-10-09T22:47:26.928674] [INFO ] [FORECASTER] Completed predict_future for EDF [2025-10-09T22:47:26.928838] [INFO ] [sig ] EDF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:27.072125] [INFO ] [LOCAL ] Saved forecast: EDF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EDF.txt [2025-10-09T22:47:27.072330] [WARN ] [sig ] [652/2211] Failed EDF after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:27.072410] [INFO ] [sig ] [653/2211] Forecasting EDN... [2025-10-09T22:47:27.072459] [INFO ] [sig ] Generating forecast for: EDN [2025-10-09T22:47:27.072514] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDN' from 'https://tdm.silogroup.org/data/derivative_storage/EDN.csv'. [2025-10-09T22:47:27.082446] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EDN'. [2025-10-09T22:47:27.082740] [INFO ] [FORECASTER] Starting predict_future for EDN [2025-10-09T22:47:27.108139] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:27.108856] [DEBUG] [LOCAL ] No optimal features file found for EDN: ./output/feature-sets/EDN.txt [2025-10-09T22:47:27.108915] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:27.108948] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:27.108976] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:27.109031] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:27.126396] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:27.127005] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:27.127088] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:27.127122] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:27.162240] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:27.162351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:27.162390] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:27.162418] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:27.165785] [DEBUG] [FORECASTER] EDN: Forecast T+1@11:T+2@11: UP (p=87.01%) [2025-10-09T22:47:27.166060] [INFO ] [FORECASTER] Completed predict_future for EDN [2025-10-09T22:47:27.166190] [INFO ] [sig ] EDN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:27.311445] [INFO ] [LOCAL ] Saved forecast: EDN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EDN.txt [2025-10-09T22:47:27.311682] [WARN ] [sig ] [653/2211] Failed EDN after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:27.311762] [INFO ] [sig ] [654/2211] Forecasting EDU... [2025-10-09T22:47:27.311801] [INFO ] [sig ] Generating forecast for: EDU [2025-10-09T22:47:27.311831] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EDU' from 'https://tdm.silogroup.org/data/derivative_storage/EDU.csv'. [2025-10-09T22:47:27.321964] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EDU'. [2025-10-09T22:47:27.322464] [INFO ] [FORECASTER] Starting predict_future for EDU [2025-10-09T22:47:27.349104] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:27.349930] [DEBUG] [LOCAL ] No optimal features file found for EDU: ./output/feature-sets/EDU.txt [2025-10-09T22:47:27.350027] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:27.350069] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:27.350097] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:27.350154] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:27.368012] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:27.368557] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:27.368682] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:27.368749] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:27.403813] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:27.403902] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:27.403938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:27.403966] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:27.407067] [DEBUG] [FORECASTER] EDU: Forecast T+1@11:T+2@11: DOWN (p=20.04%) [2025-10-09T22:47:27.407333] [INFO ] [FORECASTER] Completed predict_future for EDU [2025-10-09T22:47:27.407470] [INFO ] [sig ] EDU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:27.554121] [INFO ] [LOCAL ] Saved forecast: EDU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EDU.txt [2025-10-09T22:47:27.554379] [WARN ] [sig ] [654/2211] Failed EDU after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:27.554457] [INFO ] [sig ] [655/2211] Forecasting EE... [2025-10-09T22:47:27.554498] [INFO ] [sig ] Generating forecast for: EE [2025-10-09T22:47:27.554529] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EE' from 'https://tdm.silogroup.org/data/derivative_storage/EE.csv'. [2025-10-09T22:47:27.565238] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EE'. [2025-10-09T22:47:27.565544] [INFO ] [FORECASTER] Starting predict_future for EE [2025-10-09T22:47:27.591091] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:27.591830] [DEBUG] [LOCAL ] No optimal features file found for EE: ./output/feature-sets/EE.txt [2025-10-09T22:47:27.591889] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:27.591923] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:27.591950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:27.592007] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:27.609278] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:27.609917] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:27.610001] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:27.610034] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:27.648013] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:27.648119] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:27.648155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:27.648183] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:27.651389] [DEBUG] [FORECASTER] EE: Forecast T+1@11:T+2@11: UP (p=82.70%) [2025-10-09T22:47:27.651687] [INFO ] [FORECASTER] Completed predict_future for EE [2025-10-09T22:47:27.651838] [INFO ] [sig ] EE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:27.816217] [INFO ] [LOCAL ] Saved forecast: EE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EE.txt [2025-10-09T22:47:27.816527] [WARN ] [sig ] [655/2211] Failed EE after 0.3s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:27.816608] [INFO ] [sig ] [656/2211] Forecasting EEX... [2025-10-09T22:47:27.816678] [INFO ] [sig ] Generating forecast for: EEX [2025-10-09T22:47:27.816735] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EEX' from 'https://tdm.silogroup.org/data/derivative_storage/EEX.csv'. [2025-10-09T22:47:27.826351] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EEX'. [2025-10-09T22:47:27.826675] [INFO ] [FORECASTER] Starting predict_future for EEX [2025-10-09T22:47:27.852342] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:27.853096] [DEBUG] [LOCAL ] No optimal features file found for EEX: ./output/feature-sets/EEX.txt [2025-10-09T22:47:27.853152] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:27.853185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:27.853212] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:27.853268] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:27.870556] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:27.871147] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:27.871236] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:27.871269] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:27.906977] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:27.907079] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:27.907115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:27.907143] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:27.910361] [DEBUG] [FORECASTER] EEX: Forecast T+1@11:T+2@11: DOWN (p=47.88%) [2025-10-09T22:47:27.910625] [INFO ] [FORECASTER] Completed predict_future for EEX [2025-10-09T22:47:27.910799] [INFO ] [sig ] EEX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:28.053902] [INFO ] [LOCAL ] Saved forecast: EEX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EEX.txt [2025-10-09T22:47:28.054166] [WARN ] [sig ] [656/2211] Failed EEX after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:28.054246] [INFO ] [sig ] [657/2211] Forecasting EFC... [2025-10-09T22:47:28.054287] [INFO ] [sig ] Generating forecast for: EFC [2025-10-09T22:47:28.054319] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFC' from 'https://tdm.silogroup.org/data/derivative_storage/EFC.csv'. [2025-10-09T22:47:28.058899] [WARN ] [REMOTE ] Historical data not found for symbol 'EFC' (404). [2025-10-09T22:47:28.059082] [FATAL] [sig ] EFC: No historical data fetched. [2025-10-09T22:47:28.059169] [WARN ] [sig ] [657/2211] Failed EFC after 0.0s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:28.059239] [INFO ] [sig ] [658/2211] Forecasting EFR... [2025-10-09T22:47:28.059277] [INFO ] [sig ] Generating forecast for: EFR [2025-10-09T22:47:28.059308] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFR' from 'https://tdm.silogroup.org/data/derivative_storage/EFR.csv'. [2025-10-09T22:47:28.068435] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EFR'. [2025-10-09T22:47:28.068787] [INFO ] [FORECASTER] Starting predict_future for EFR [2025-10-09T22:47:28.094334] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:28.095092] [DEBUG] [LOCAL ] No optimal features file found for EFR: ./output/feature-sets/EFR.txt [2025-10-09T22:47:28.095147] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:28.095180] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:28.095209] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:28.095287] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:28.112664] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:28.113234] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:28.113321] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:28.113403] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:28.145849] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:28.145982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:28.146019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:28.146048] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:28.151548] [DEBUG] [FORECASTER] EFR: Forecast T+1@11:T+2@11: UP (p=69.10%) [2025-10-09T22:47:28.151860] [INFO ] [FORECASTER] Completed predict_future for EFR [2025-10-09T22:47:28.151999] [INFO ] [sig ] EFR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:28.298474] [INFO ] [LOCAL ] Saved forecast: EFR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EFR.txt [2025-10-09T22:47:28.298821] [WARN ] [sig ] [658/2211] Failed EFR after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:28.298913] [INFO ] [sig ] [659/2211] Forecasting EFT... [2025-10-09T22:47:28.298954] [INFO ] [sig ] Generating forecast for: EFT [2025-10-09T22:47:28.298986] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFT' from 'https://tdm.silogroup.org/data/derivative_storage/EFT.csv'. [2025-10-09T22:47:28.309430] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EFT'. [2025-10-09T22:47:28.309770] [INFO ] [FORECASTER] Starting predict_future for EFT [2025-10-09T22:47:28.336414] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:28.337181] [DEBUG] [LOCAL ] No optimal features file found for EFT: ./output/feature-sets/EFT.txt [2025-10-09T22:47:28.337236] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:28.337269] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:28.337296] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:28.337353] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:28.355878] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:28.356431] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:28.356518] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:28.356551] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:28.391216] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:28.391319] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:28.391355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:28.391385] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:28.394734] [DEBUG] [FORECASTER] EFT: Forecast T+1@11:T+2@11: UP (p=99.67%) [2025-10-09T22:47:28.395023] [INFO ] [FORECASTER] Completed predict_future for EFT [2025-10-09T22:47:28.395156] [INFO ] [sig ] EFT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:28.539267] [INFO ] [LOCAL ] Saved forecast: EFT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EFT.txt [2025-10-09T22:47:28.539489] [WARN ] [sig ] [659/2211] Failed EFT after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:28.539566] [INFO ] [sig ] [660/2211] Forecasting EFX... [2025-10-09T22:47:28.539604] [INFO ] [sig ] Generating forecast for: EFX [2025-10-09T22:47:28.539635] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFX' from 'https://tdm.silogroup.org/data/derivative_storage/EFX.csv'. [2025-10-09T22:47:28.549832] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EFX'. [2025-10-09T22:47:28.550111] [INFO ] [FORECASTER] Starting predict_future for EFX [2025-10-09T22:47:28.575389] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:28.576134] [DEBUG] [LOCAL ] No optimal features file found for EFX: ./output/feature-sets/EFX.txt [2025-10-09T22:47:28.576189] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:28.576223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:28.576250] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:28.576305] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:28.593678] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:28.594222] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:28.594304] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:28.594338] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:28.657114] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:28.657245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:28.657286] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:28.657315] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:28.660996] [DEBUG] [FORECASTER] EFX: Forecast T+1@11:T+2@11: DOWN (p=46.30%) [2025-10-09T22:47:28.661278] [INFO ] [FORECASTER] Completed predict_future for EFX [2025-10-09T22:47:28.661414] [INFO ] [sig ] EFX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:28.803612] [INFO ] [LOCAL ] Saved forecast: EFX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EFX.txt [2025-10-09T22:47:28.803898] [WARN ] [sig ] [660/2211] Failed EFX after 0.3s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:28.803987] [INFO ] [sig ] [661/2211] Forecasting EFXT... [2025-10-09T22:47:28.804025] [INFO ] [sig ] Generating forecast for: EFXT [2025-10-09T22:47:28.804058] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EFXT' from 'https://tdm.silogroup.org/data/derivative_storage/EFXT.csv'. [2025-10-09T22:47:28.813562] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EFXT'. [2025-10-09T22:47:28.813861] [INFO ] [FORECASTER] Starting predict_future for EFXT [2025-10-09T22:47:28.839522] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:28.840252] [DEBUG] [LOCAL ] No optimal features file found for EFXT: ./output/feature-sets/EFXT.txt [2025-10-09T22:47:28.840307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:28.840340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:28.840368] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:28.840423] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:28.857903] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:28.858463] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:28.858546] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:28.858579] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:28.901455] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:28.901547] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:28.901582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:28.901610] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:28.904752] [DEBUG] [FORECASTER] EFXT: Forecast T+1@11:T+2@11: UP (p=96.50%) [2025-10-09T22:47:28.905017] [INFO ] [FORECASTER] Completed predict_future for EFXT [2025-10-09T22:47:28.905157] [INFO ] [sig ] EFXT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:29.048199] [INFO ] [LOCAL ] Saved forecast: EFXT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EFXT.txt [2025-10-09T22:47:29.048446] [WARN ] [sig ] [661/2211] Failed EFXT after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:29.048522] [INFO ] [sig ] [662/2211] Forecasting EG... [2025-10-09T22:47:29.048576] [INFO ] [sig ] Generating forecast for: EG [2025-10-09T22:47:29.048608] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EG' from 'https://tdm.silogroup.org/data/derivative_storage/EG.csv'. [2025-10-09T22:47:29.058985] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EG'. [2025-10-09T22:47:29.059264] [INFO ] [FORECASTER] Starting predict_future for EG [2025-10-09T22:47:29.084394] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:29.085116] [DEBUG] [LOCAL ] No optimal features file found for EG: ./output/feature-sets/EG.txt [2025-10-09T22:47:29.085169] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:29.085202] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:29.085236] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:29.085292] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:29.106752] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:29.107745] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:29.107830] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:29.107863] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:29.146172] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:29.146280] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:29.146336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:29.146368] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:29.149679] [DEBUG] [FORECASTER] EG: Forecast T+1@11:T+2@11: DOWN (p=39.74%) [2025-10-09T22:47:29.149952] [INFO ] [FORECASTER] Completed predict_future for EG [2025-10-09T22:47:29.150108] [INFO ] [sig ] EG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:29.292362] [INFO ] [LOCAL ] Saved forecast: EG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EG.txt [2025-10-09T22:47:29.292610] [WARN ] [sig ] [662/2211] Failed EG after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:29.292735] [INFO ] [sig ] [663/2211] Forecasting EGO... [2025-10-09T22:47:29.292792] [INFO ] [sig ] Generating forecast for: EGO [2025-10-09T22:47:29.292826] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EGO' from 'https://tdm.silogroup.org/data/derivative_storage/EGO.csv'. [2025-10-09T22:47:29.302780] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EGO'. [2025-10-09T22:47:29.303080] [INFO ] [FORECASTER] Starting predict_future for EGO [2025-10-09T22:47:29.328712] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:29.329414] [DEBUG] [LOCAL ] No optimal features file found for EGO: ./output/feature-sets/EGO.txt [2025-10-09T22:47:29.329468] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:29.329501] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:29.329528] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:29.329584] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:29.347032] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:29.347565] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:29.347687] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:29.347741] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:29.387336] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:29.387421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:29.387456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:29.387502] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:29.390719] [DEBUG] [FORECASTER] EGO: Forecast T+1@11:T+2@11: DOWN (p=1.35%) [2025-10-09T22:47:29.390979] [INFO ] [FORECASTER] Completed predict_future for EGO [2025-10-09T22:47:29.391108] [INFO ] [sig ] EGO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:29.533092] [INFO ] [LOCAL ] Saved forecast: EGO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EGO.txt [2025-10-09T22:47:29.533316] [WARN ] [sig ] [663/2211] Failed EGO after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:29.533392] [INFO ] [sig ] [664/2211] Forecasting EGP... [2025-10-09T22:47:29.533432] [INFO ] [sig ] Generating forecast for: EGP [2025-10-09T22:47:29.533463] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EGP' from 'https://tdm.silogroup.org/data/derivative_storage/EGP.csv'. [2025-10-09T22:47:29.543743] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EGP'. [2025-10-09T22:47:29.544011] [INFO ] [FORECASTER] Starting predict_future for EGP [2025-10-09T22:47:29.569151] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:29.569889] [DEBUG] [LOCAL ] No optimal features file found for EGP: ./output/feature-sets/EGP.txt [2025-10-09T22:47:29.569948] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:29.569981] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:29.570009] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:29.570064] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:29.587315] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:29.587925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:29.588008] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:29.588040] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:29.625450] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:29.625532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:29.625567] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:29.625595] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:29.628708] [DEBUG] [FORECASTER] EGP: Forecast T+1@11:T+2@11: UP (p=93.62%) [2025-10-09T22:47:29.628970] [INFO ] [FORECASTER] Completed predict_future for EGP [2025-10-09T22:47:29.629106] [INFO ] [sig ] EGP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:29.771604] [INFO ] [LOCAL ] Saved forecast: EGP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EGP.txt [2025-10-09T22:47:29.771888] [WARN ] [sig ] [664/2211] Failed EGP after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:29.771968] [INFO ] [sig ] [665/2211] Forecasting EGY... [2025-10-09T22:47:29.772007] [INFO ] [sig ] Generating forecast for: EGY [2025-10-09T22:47:29.772039] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EGY' from 'https://tdm.silogroup.org/data/derivative_storage/EGY.csv'. [2025-10-09T22:47:29.782472] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EGY'. [2025-10-09T22:47:29.782874] [INFO ] [FORECASTER] Starting predict_future for EGY [2025-10-09T22:47:29.808970] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:29.809816] [DEBUG] [LOCAL ] No optimal features file found for EGY: ./output/feature-sets/EGY.txt [2025-10-09T22:47:29.809871] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:29.809906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:29.809994] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:29.810062] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:29.827719] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:29.828354] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:29.828444] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:29.828478] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:29.860972] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:29.861142] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:29.861186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:29.861216] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:29.864807] [DEBUG] [FORECASTER] EGY: Forecast T+1@11:T+2@11: DOWN (p=13.90%) [2025-10-09T22:47:29.865099] [INFO ] [FORECASTER] Completed predict_future for EGY [2025-10-09T22:47:29.865233] [INFO ] [sig ] EGY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:30.011129] [INFO ] [LOCAL ] Saved forecast: EGY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EGY.txt [2025-10-09T22:47:30.011441] [WARN ] [sig ] [665/2211] Failed EGY after 0.2s | 4.53 sym/s | Total: 2.4m | ETA: 5.7m [2025-10-09T22:47:30.011531] [INFO ] [sig ] [666/2211] Forecasting EHAB... [2025-10-09T22:47:30.011572] [INFO ] [sig ] Generating forecast for: EHAB [2025-10-09T22:47:30.011604] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EHAB' from 'https://tdm.silogroup.org/data/derivative_storage/EHAB.csv'. [2025-10-09T22:47:30.021350] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EHAB'. [2025-10-09T22:47:30.021749] [INFO ] [FORECASTER] Starting predict_future for EHAB [2025-10-09T22:47:30.047356] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:30.048176] [DEBUG] [LOCAL ] No optimal features file found for EHAB: ./output/feature-sets/EHAB.txt [2025-10-09T22:47:30.048234] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:30.048268] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:30.048296] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:30.048353] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:30.065964] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:30.066634] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:30.066746] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:30.066783] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:30.100911] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:30.101078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:30.101119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:30.101148] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:30.104678] [DEBUG] [FORECASTER] EHAB: Forecast T+1@11:T+2@11: DOWN (p=14.64%) [2025-10-09T22:47:30.104968] [INFO ] [FORECASTER] Completed predict_future for EHAB [2025-10-09T22:47:30.105097] [INFO ] [sig ] EHAB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:30.248886] [INFO ] [LOCAL ] Saved forecast: EHAB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EHAB.txt [2025-10-09T22:47:30.249140] [WARN ] [sig ] [666/2211] Failed EHAB after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.7m [2025-10-09T22:47:30.249218] [INFO ] [sig ] [667/2211] Forecasting EHC... [2025-10-09T22:47:30.249258] [INFO ] [sig ] Generating forecast for: EHC [2025-10-09T22:47:30.249289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EHC' from 'https://tdm.silogroup.org/data/derivative_storage/EHC.csv'. [2025-10-09T22:47:30.259757] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EHC'. [2025-10-09T22:47:30.260115] [INFO ] [FORECASTER] Starting predict_future for EHC [2025-10-09T22:47:30.285834] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:30.286602] [DEBUG] [LOCAL ] No optimal features file found for EHC: ./output/feature-sets/EHC.txt [2025-10-09T22:47:30.286679] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:30.286729] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:30.286759] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:30.286816] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:30.305296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:30.306183] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:30.306276] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:30.306314] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:30.341095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:30.341219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:30.341258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:30.341287] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:30.345374] [DEBUG] [FORECASTER] EHC: Forecast T+1@11:T+2@11: DOWN (p=40.32%) [2025-10-09T22:47:30.345684] [INFO ] [FORECASTER] Completed predict_future for EHC [2025-10-09T22:47:30.345832] [INFO ] [sig ] EHC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:30.491122] [INFO ] [LOCAL ] Saved forecast: EHC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EHC.txt [2025-10-09T22:47:30.491366] [WARN ] [sig ] [667/2211] Failed EHC after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.7m [2025-10-09T22:47:30.491448] [INFO ] [sig ] [668/2211] Forecasting EHI... [2025-10-09T22:47:30.491488] [INFO ] [sig ] Generating forecast for: EHI [2025-10-09T22:47:30.491520] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EHI' from 'https://tdm.silogroup.org/data/derivative_storage/EHI.csv'. [2025-10-09T22:47:30.501060] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EHI'. [2025-10-09T22:47:30.501395] [INFO ] [FORECASTER] Starting predict_future for EHI [2025-10-09T22:47:30.526706] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:30.527436] [DEBUG] [LOCAL ] No optimal features file found for EHI: ./output/feature-sets/EHI.txt [2025-10-09T22:47:30.527491] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:30.527523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:30.527551] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:30.527629] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:30.545223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:30.546055] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:30.546146] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:30.546180] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:30.579335] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:30.579480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:30.579520] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:30.579548] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:30.582923] [DEBUG] [FORECASTER] EHI: Forecast T+1@11:T+2@11: DOWN (p=15.27%) [2025-10-09T22:47:30.583573] [INFO ] [FORECASTER] Completed predict_future for EHI [2025-10-09T22:47:30.583740] [INFO ] [sig ] EHI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:30.727695] [INFO ] [LOCAL ] Saved forecast: EHI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EHI.txt [2025-10-09T22:47:30.727917] [WARN ] [sig ] [668/2211] Failed EHI after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.7m [2025-10-09T22:47:30.728004] [INFO ] [sig ] [669/2211] Forecasting EIC... [2025-10-09T22:47:30.728044] [INFO ] [sig ] Generating forecast for: EIC [2025-10-09T22:47:30.728074] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EIC' from 'https://tdm.silogroup.org/data/derivative_storage/EIC.csv'. [2025-10-09T22:47:30.737264] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EIC'. [2025-10-09T22:47:30.737540] [INFO ] [FORECASTER] Starting predict_future for EIC [2025-10-09T22:47:30.762622] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:30.763336] [DEBUG] [LOCAL ] No optimal features file found for EIC: ./output/feature-sets/EIC.txt [2025-10-09T22:47:30.763390] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:30.763423] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:30.763452] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:30.763508] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:30.784831] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:30.785753] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:30.785837] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:30.785872] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:30.818971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:30.819070] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:30.819127] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:30.819160] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:30.822351] [DEBUG] [FORECASTER] EIC: Forecast T+1@11:T+2@11: DOWN (p=43.09%) [2025-10-09T22:47:30.822613] [INFO ] [FORECASTER] Completed predict_future for EIC [2025-10-09T22:47:30.822776] [INFO ] [sig ] EIC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:30.966179] [INFO ] [LOCAL ] Saved forecast: EIC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EIC.txt [2025-10-09T22:47:30.966384] [WARN ] [sig ] [669/2211] Failed EIC after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.7m [2025-10-09T22:47:30.966475] [INFO ] [sig ] [670/2211] Forecasting EICC... [2025-10-09T22:47:30.966529] [INFO ] [sig ] Generating forecast for: EICC [2025-10-09T22:47:30.966563] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EICC' from 'https://tdm.silogroup.org/data/derivative_storage/EICC.csv'. [2025-10-09T22:47:30.971010] [WARN ] [REMOTE ] Historical data not found for symbol 'EICC' (404). [2025-10-09T22:47:30.971194] [FATAL] [sig ] EICC: No historical data fetched. [2025-10-09T22:47:30.971279] [WARN ] [sig ] [670/2211] Failed EICC after 0.0s | 4.53 sym/s | Total: 2.5m | ETA: 5.7m [2025-10-09T22:47:30.971347] [INFO ] [sig ] [671/2211] Forecasting EIG... [2025-10-09T22:47:30.971387] [INFO ] [sig ] Generating forecast for: EIG [2025-10-09T22:47:30.971418] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EIG' from 'https://tdm.silogroup.org/data/derivative_storage/EIG.csv'. [2025-10-09T22:47:30.980408] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EIG'. [2025-10-09T22:47:30.980704] [INFO ] [FORECASTER] Starting predict_future for EIG [2025-10-09T22:47:31.006379] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:31.007135] [DEBUG] [LOCAL ] No optimal features file found for EIG: ./output/feature-sets/EIG.txt [2025-10-09T22:47:31.007189] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:31.007223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:31.007252] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:31.007307] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:31.024882] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:31.025418] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:31.025502] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:31.025535] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:31.058987] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:31.059067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:31.059103] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:31.059130] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:31.062195] [DEBUG] [FORECASTER] EIG: Forecast T+1@11:T+2@11: DOWN (p=20.07%) [2025-10-09T22:47:31.062450] [INFO ] [FORECASTER] Completed predict_future for EIG [2025-10-09T22:47:31.062573] [INFO ] [sig ] EIG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:31.205210] [INFO ] [LOCAL ] Saved forecast: EIG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EIG.txt [2025-10-09T22:47:31.205408] [WARN ] [sig ] [671/2211] Failed EIG after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.7m [2025-10-09T22:47:31.205482] [INFO ] [sig ] [672/2211] Forecasting EIX... [2025-10-09T22:47:31.205521] [INFO ] [sig ] Generating forecast for: EIX [2025-10-09T22:47:31.205552] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EIX' from 'https://tdm.silogroup.org/data/derivative_storage/EIX.csv'. [2025-10-09T22:47:31.209773] [WARN ] [REMOTE ] Historical data not found for symbol 'EIX' (404). [2025-10-09T22:47:31.209950] [FATAL] [sig ] EIX: No historical data fetched. [2025-10-09T22:47:31.210040] [WARN ] [sig ] [672/2211] Failed EIX after 0.0s | 4.54 sym/s | Total: 2.5m | ETA: 5.7m [2025-10-09T22:47:31.210112] [INFO ] [sig ] [673/2211] Forecasting EL... [2025-10-09T22:47:31.210152] [INFO ] [sig ] Generating forecast for: EL [2025-10-09T22:47:31.210183] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EL' from 'https://tdm.silogroup.org/data/derivative_storage/EL.csv'. [2025-10-09T22:47:31.218382] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EL'. [2025-10-09T22:47:31.218685] [INFO ] [FORECASTER] Starting predict_future for EL [2025-10-09T22:47:31.243962] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:31.244686] [DEBUG] [LOCAL ] No optimal features file found for EL: ./output/feature-sets/EL.txt [2025-10-09T22:47:31.244743] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:31.244776] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:31.244804] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:31.244860] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:31.262123] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:31.262675] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:31.262759] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:31.262793] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:31.288669] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:31.288752] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:31.288787] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:31.288815] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:31.291832] [DEBUG] [FORECASTER] EL: Forecast T+1@11:T+2@11: DOWN (p=32.00%) [2025-10-09T22:47:31.292091] [INFO ] [FORECASTER] Completed predict_future for EL [2025-10-09T22:47:31.292212] [INFO ] [sig ] EL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:31.434568] [INFO ] [LOCAL ] Saved forecast: EL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EL.txt [2025-10-09T22:47:31.434836] [WARN ] [sig ] [673/2211] Failed EL after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:31.434905] [INFO ] [sig ] [674/2211] Forecasting ELAN... [2025-10-09T22:47:31.434939] [INFO ] [sig ] Generating forecast for: ELAN [2025-10-09T22:47:31.434970] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELAN' from 'https://tdm.silogroup.org/data/derivative_storage/ELAN.csv'. [2025-10-09T22:47:31.444553] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ELAN'. [2025-10-09T22:47:31.444865] [INFO ] [FORECASTER] Starting predict_future for ELAN [2025-10-09T22:47:31.470056] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:31.470800] [DEBUG] [LOCAL ] No optimal features file found for ELAN: ./output/feature-sets/ELAN.txt [2025-10-09T22:47:31.470855] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:31.470889] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:31.470917] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:31.470973] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:31.488417] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:31.489135] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:31.489223] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:31.489257] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:31.520052] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:31.520281] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:31.520332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:31.520364] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:31.524288] [DEBUG] [FORECASTER] ELAN: Forecast T+1@11:T+2@11: UP (p=76.52%) [2025-10-09T22:47:31.524611] [INFO ] [FORECASTER] Completed predict_future for ELAN [2025-10-09T22:47:31.524784] [INFO ] [sig ] ELAN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:31.667936] [INFO ] [LOCAL ] Saved forecast: ELAN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ELAN.txt [2025-10-09T22:47:31.668173] [WARN ] [sig ] [674/2211] Failed ELAN after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:31.668260] [INFO ] [sig ] [675/2211] Forecasting ELC... [2025-10-09T22:47:31.668300] [INFO ] [sig ] Generating forecast for: ELC [2025-10-09T22:47:31.668332] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELC' from 'https://tdm.silogroup.org/data/derivative_storage/ELC.csv'. [2025-10-09T22:47:31.677036] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ELC'. [2025-10-09T22:47:31.677346] [INFO ] [FORECASTER] Starting predict_future for ELC [2025-10-09T22:47:31.703507] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:31.704269] [DEBUG] [LOCAL ] No optimal features file found for ELC: ./output/feature-sets/ELC.txt [2025-10-09T22:47:31.704327] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:31.704363] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:31.704394] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:31.704454] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:31.722869] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:31.723419] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:31.723503] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:31.723539] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:31.757008] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:31.757093] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:31.757130] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:31.757202] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:31.760364] [DEBUG] [FORECASTER] ELC: Forecast T+1@11:T+2@11: UP (p=87.09%) [2025-10-09T22:47:31.760623] [INFO ] [FORECASTER] Completed predict_future for ELC [2025-10-09T22:47:31.760785] [INFO ] [sig ] ELC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:31.902673] [INFO ] [LOCAL ] Saved forecast: ELC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ELC.txt [2025-10-09T22:47:31.902892] [WARN ] [sig ] [675/2211] Failed ELC after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:31.902967] [INFO ] [sig ] [676/2211] Forecasting ELF... [2025-10-09T22:47:31.903007] [INFO ] [sig ] Generating forecast for: ELF [2025-10-09T22:47:31.903038] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELF' from 'https://tdm.silogroup.org/data/derivative_storage/ELF.csv'. [2025-10-09T22:47:31.911706] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ELF'. [2025-10-09T22:47:31.911983] [INFO ] [FORECASTER] Starting predict_future for ELF [2025-10-09T22:47:31.937226] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:31.937974] [DEBUG] [LOCAL ] No optimal features file found for ELF: ./output/feature-sets/ELF.txt [2025-10-09T22:47:31.938029] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:31.938063] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:31.938090] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:31.938146] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:31.955610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:31.956252] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:31.956334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:31.956368] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:31.989197] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:31.989282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:31.989318] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:31.989347] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:31.992461] [DEBUG] [FORECASTER] ELF: Forecast T+1@11:T+2@11: UP (p=67.85%) [2025-10-09T22:47:31.992767] [INFO ] [FORECASTER] Completed predict_future for ELF [2025-10-09T22:47:31.992901] [INFO ] [sig ] ELF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:32.135723] [INFO ] [LOCAL ] Saved forecast: ELF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ELF.txt [2025-10-09T22:47:32.135925] [WARN ] [sig ] [676/2211] Failed ELF after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:32.136000] [INFO ] [sig ] [677/2211] Forecasting ELME... [2025-10-09T22:47:32.136039] [INFO ] [sig ] Generating forecast for: ELME [2025-10-09T22:47:32.136070] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELME' from 'https://tdm.silogroup.org/data/derivative_storage/ELME.csv'. [2025-10-09T22:47:32.145349] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ELME'. [2025-10-09T22:47:32.145617] [INFO ] [FORECASTER] Starting predict_future for ELME [2025-10-09T22:47:32.171019] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:32.171732] [DEBUG] [LOCAL ] No optimal features file found for ELME: ./output/feature-sets/ELME.txt [2025-10-09T22:47:32.171792] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:32.171870] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:32.171908] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:32.171964] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:32.189506] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:32.190105] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:32.190185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:32.190218] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:32.223997] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:32.224094] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:32.224130] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:32.224158] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:32.227301] [DEBUG] [FORECASTER] ELME: Forecast T+1@11:T+2@11: UP (p=88.63%) [2025-10-09T22:47:32.227564] [INFO ] [FORECASTER] Completed predict_future for ELME [2025-10-09T22:47:32.232364] [INFO ] [sig ] ELME: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:32.375333] [INFO ] [LOCAL ] Saved forecast: ELME 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ELME.txt [2025-10-09T22:47:32.375550] [WARN ] [sig ] [677/2211] Failed ELME after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:32.375690] [INFO ] [sig ] [678/2211] Forecasting ELP... [2025-10-09T22:47:32.375736] [INFO ] [sig ] Generating forecast for: ELP [2025-10-09T22:47:32.375768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELP' from 'https://tdm.silogroup.org/data/derivative_storage/ELP.csv'. [2025-10-09T22:47:32.386975] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ELP'. [2025-10-09T22:47:32.387257] [INFO ] [FORECASTER] Starting predict_future for ELP [2025-10-09T22:47:32.412514] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:32.413241] [DEBUG] [LOCAL ] No optimal features file found for ELP: ./output/feature-sets/ELP.txt [2025-10-09T22:47:32.413295] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:32.413329] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:32.413357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:32.413416] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:32.430942] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:32.431472] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:32.431553] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:32.431586] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:32.465086] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:32.465166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:32.465201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:32.465230] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:32.468290] [DEBUG] [FORECASTER] ELP: Forecast T+1@11:T+2@11: UP (p=59.21%) [2025-10-09T22:47:32.468545] [INFO ] [FORECASTER] Completed predict_future for ELP [2025-10-09T22:47:32.468697] [INFO ] [sig ] ELP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:32.611421] [INFO ] [LOCAL ] Saved forecast: ELP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ELP.txt [2025-10-09T22:47:32.611622] [WARN ] [sig ] [678/2211] Failed ELP after 0.2s | 4.54 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:32.611719] [INFO ] [sig ] [679/2211] Forecasting ELS... [2025-10-09T22:47:32.611758] [INFO ] [sig ] Generating forecast for: ELS [2025-10-09T22:47:32.611789] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELS' from 'https://tdm.silogroup.org/data/derivative_storage/ELS.csv'. [2025-10-09T22:47:32.621896] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ELS'. [2025-10-09T22:47:32.622309] [INFO ] [FORECASTER] Starting predict_future for ELS [2025-10-09T22:47:32.650057] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:32.650799] [DEBUG] [LOCAL ] No optimal features file found for ELS: ./output/feature-sets/ELS.txt [2025-10-09T22:47:32.650855] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:32.650890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:32.650917] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:32.650972] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:32.668303] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:32.668894] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:32.668981] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:32.669014] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:32.704139] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:32.704228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:32.704265] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:32.704294] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:32.707627] [DEBUG] [FORECASTER] ELS: Forecast T+1@11:T+2@11: DOWN (p=34.41%) [2025-10-09T22:47:32.707939] [INFO ] [FORECASTER] Completed predict_future for ELS [2025-10-09T22:47:32.708083] [INFO ] [sig ] ELS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:32.863759] [INFO ] [LOCAL ] Saved forecast: ELS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ELS.txt [2025-10-09T22:47:32.864015] [WARN ] [sig ] [679/2211] Failed ELS after 0.3s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:32.864103] [INFO ] [sig ] [680/2211] Forecasting ELV... [2025-10-09T22:47:32.864151] [INFO ] [sig ] Generating forecast for: ELV [2025-10-09T22:47:32.864193] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ELV' from 'https://tdm.silogroup.org/data/derivative_storage/ELV.csv'. [2025-10-09T22:47:32.873970] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ELV'. [2025-10-09T22:47:32.874244] [INFO ] [FORECASTER] Starting predict_future for ELV [2025-10-09T22:47:32.899746] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:32.900464] [DEBUG] [LOCAL ] No optimal features file found for ELV: ./output/feature-sets/ELV.txt [2025-10-09T22:47:32.900521] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:32.900555] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:32.900584] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:32.900663] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:32.920957] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:32.921844] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:32.921937] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:32.921973] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:32.980750] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:32.980955] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:32.981008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:32.981039] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:32.986283] [DEBUG] [FORECASTER] ELV: Forecast T+1@11:T+2@11: DOWN (p=31.04%) [2025-10-09T22:47:32.986574] [INFO ] [FORECASTER] Completed predict_future for ELV [2025-10-09T22:47:32.986749] [INFO ] [sig ] ELV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:33.133947] [INFO ] [LOCAL ] Saved forecast: ELV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ELV.txt [2025-10-09T22:47:33.134229] [WARN ] [sig ] [680/2211] Failed ELV after 0.3s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:33.134324] [INFO ] [sig ] [681/2211] Forecasting EMD... [2025-10-09T22:47:33.134367] [INFO ] [sig ] Generating forecast for: EMD [2025-10-09T22:47:33.134401] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMD' from 'https://tdm.silogroup.org/data/derivative_storage/EMD.csv'. [2025-10-09T22:47:33.144494] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EMD'. [2025-10-09T22:47:33.144802] [INFO ] [FORECASTER] Starting predict_future for EMD [2025-10-09T22:47:33.171199] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:33.171956] [DEBUG] [LOCAL ] No optimal features file found for EMD: ./output/feature-sets/EMD.txt [2025-10-09T22:47:33.172011] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:33.172046] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:33.172074] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:33.172132] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:33.195756] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:33.196454] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:33.196542] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:33.196577] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:33.232147] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:33.232239] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:33.232274] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:33.232301] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:33.235434] [DEBUG] [FORECASTER] EMD: Forecast T+1@11:T+2@11: DOWN (p=18.36%) [2025-10-09T22:47:33.235729] [INFO ] [FORECASTER] Completed predict_future for EMD [2025-10-09T22:47:33.235870] [INFO ] [sig ] EMD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:33.380984] [INFO ] [LOCAL ] Saved forecast: EMD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EMD.txt [2025-10-09T22:47:33.381191] [WARN ] [sig ] [681/2211] Failed EMD after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:33.381268] [INFO ] [sig ] [682/2211] Forecasting EME... [2025-10-09T22:47:33.381308] [INFO ] [sig ] Generating forecast for: EME [2025-10-09T22:47:33.381341] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EME' from 'https://tdm.silogroup.org/data/derivative_storage/EME.csv'. [2025-10-09T22:47:33.390895] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EME'. [2025-10-09T22:47:33.391171] [INFO ] [FORECASTER] Starting predict_future for EME [2025-10-09T22:47:33.417434] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:33.418332] [DEBUG] [LOCAL ] No optimal features file found for EME: ./output/feature-sets/EME.txt [2025-10-09T22:47:33.418396] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:33.418435] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:33.418467] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:33.418541] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:33.437627] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:33.438281] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:33.438369] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:33.438405] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:33.475203] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:33.475290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:33.475327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:33.475379] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:33.478680] [DEBUG] [FORECASTER] EME: Forecast T+1@11:T+2@11: DOWN (p=15.28%) [2025-10-09T22:47:33.478961] [INFO ] [FORECASTER] Completed predict_future for EME [2025-10-09T22:47:33.479101] [INFO ] [sig ] EME: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:33.630193] [INFO ] [LOCAL ] Saved forecast: EME 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EME.txt [2025-10-09T22:47:33.630444] [WARN ] [sig ] [682/2211] Failed EME after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:33.630522] [INFO ] [sig ] [683/2211] Forecasting EMF... [2025-10-09T22:47:33.630561] [INFO ] [sig ] Generating forecast for: EMF [2025-10-09T22:47:33.630593] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMF' from 'https://tdm.silogroup.org/data/derivative_storage/EMF.csv'. [2025-10-09T22:47:33.640112] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EMF'. [2025-10-09T22:47:33.640403] [INFO ] [FORECASTER] Starting predict_future for EMF [2025-10-09T22:47:33.668717] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:33.669528] [DEBUG] [LOCAL ] No optimal features file found for EMF: ./output/feature-sets/EMF.txt [2025-10-09T22:47:33.669585] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:33.669621] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:33.669682] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:33.669759] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:33.688403] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:33.689059] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:33.689145] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:33.689182] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:33.722134] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:33.722269] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:33.722310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:33.722341] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:33.725809] [DEBUG] [FORECASTER] EMF: Forecast T+1@11:T+2@11: UP (p=72.85%) [2025-10-09T22:47:33.726093] [INFO ] [FORECASTER] Completed predict_future for EMF [2025-10-09T22:47:33.726230] [INFO ] [sig ] EMF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:33.888871] [INFO ] [LOCAL ] Saved forecast: EMF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EMF.txt [2025-10-09T22:47:33.889119] [WARN ] [sig ] [683/2211] Failed EMF after 0.3s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:33.889213] [INFO ] [sig ] [684/2211] Forecasting EMN... [2025-10-09T22:47:33.889255] [INFO ] [sig ] Generating forecast for: EMN [2025-10-09T22:47:33.889289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMN' from 'https://tdm.silogroup.org/data/derivative_storage/EMN.csv'. [2025-10-09T22:47:33.898905] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EMN'. [2025-10-09T22:47:33.899202] [INFO ] [FORECASTER] Starting predict_future for EMN [2025-10-09T22:47:33.926506] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:33.927279] [DEBUG] [LOCAL ] No optimal features file found for EMN: ./output/feature-sets/EMN.txt [2025-10-09T22:47:33.927340] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:33.927374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:33.927402] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:33.927459] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:33.945622] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:33.946275] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:33.946375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:33.946417] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:33.983972] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:33.984102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:33.984144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:33.984173] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:33.987915] [DEBUG] [FORECASTER] EMN: Forecast T+1@11:T+2@11: UP (p=51.06%) [2025-10-09T22:47:33.988239] [INFO ] [FORECASTER] Completed predict_future for EMN [2025-10-09T22:47:33.988391] [INFO ] [sig ] EMN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:34.145092] [INFO ] [LOCAL ] Saved forecast: EMN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EMN.txt [2025-10-09T22:47:34.145307] [WARN ] [sig ] [684/2211] Failed EMN after 0.3s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:34.145384] [INFO ] [sig ] [685/2211] Forecasting EMO... [2025-10-09T22:47:34.145423] [INFO ] [sig ] Generating forecast for: EMO [2025-10-09T22:47:34.145455] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMO' from 'https://tdm.silogroup.org/data/derivative_storage/EMO.csv'. [2025-10-09T22:47:34.154779] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EMO'. [2025-10-09T22:47:34.155070] [INFO ] [FORECASTER] Starting predict_future for EMO [2025-10-09T22:47:34.181175] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:34.181916] [DEBUG] [LOCAL ] No optimal features file found for EMO: ./output/feature-sets/EMO.txt [2025-10-09T22:47:34.181973] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:34.182006] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:34.182033] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:34.182090] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:34.200274] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:34.200960] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:34.201048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:34.201084] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:34.239254] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:34.239427] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:34.239471] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:34.239502] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:34.243100] [DEBUG] [FORECASTER] EMO: Forecast T+1@11:T+2@11: DOWN (p=17.71%) [2025-10-09T22:47:34.243385] [INFO ] [FORECASTER] Completed predict_future for EMO [2025-10-09T22:47:34.243530] [INFO ] [sig ] EMO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:34.407345] [INFO ] [LOCAL ] Saved forecast: EMO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EMO.txt [2025-10-09T22:47:34.407708] [WARN ] [sig ] [685/2211] Failed EMO after 0.3s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:34.407798] [INFO ] [sig ] [686/2211] Forecasting EMP... [2025-10-09T22:47:34.407840] [INFO ] [sig ] Generating forecast for: EMP [2025-10-09T22:47:34.407875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMP' from 'https://tdm.silogroup.org/data/derivative_storage/EMP.csv'. [2025-10-09T22:47:34.417349] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EMP'. [2025-10-09T22:47:34.417778] [INFO ] [FORECASTER] Starting predict_future for EMP [2025-10-09T22:47:34.444508] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:34.445369] [DEBUG] [LOCAL ] No optimal features file found for EMP: ./output/feature-sets/EMP.txt [2025-10-09T22:47:34.445426] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:34.445462] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:34.445490] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:34.445548] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:34.464350] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:34.465081] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:34.465197] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:34.465233] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:34.505182] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:34.506175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:34.506249] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:34.506315] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:34.510375] [DEBUG] [FORECASTER] EMP: Forecast T+1@11:T+2@11: DOWN (p=41.30%) [2025-10-09T22:47:34.510723] [INFO ] [FORECASTER] Completed predict_future for EMP [2025-10-09T22:47:34.510886] [INFO ] [sig ] EMP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:34.659870] [INFO ] [LOCAL ] Saved forecast: EMP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EMP.txt [2025-10-09T22:47:34.660162] [WARN ] [sig ] [686/2211] Failed EMP after 0.3s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:34.660276] [INFO ] [sig ] [687/2211] Forecasting EMR... [2025-10-09T22:47:34.660316] [INFO ] [sig ] Generating forecast for: EMR [2025-10-09T22:47:34.660349] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EMR' from 'https://tdm.silogroup.org/data/derivative_storage/EMR.csv'. [2025-10-09T22:47:34.671623] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EMR'. [2025-10-09T22:47:34.671982] [INFO ] [FORECASTER] Starting predict_future for EMR [2025-10-09T22:47:34.697472] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:34.698213] [DEBUG] [LOCAL ] No optimal features file found for EMR: ./output/feature-sets/EMR.txt [2025-10-09T22:47:34.698269] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:34.698301] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:34.698328] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:34.698384] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:34.721129] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:34.722479] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:34.722601] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:34.722692] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:34.760846] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:34.761046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:34.761091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:34.761122] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:34.765253] [DEBUG] [FORECASTER] EMR: Forecast T+1@11:T+2@11: DOWN (p=12.23%) [2025-10-09T22:47:34.765604] [INFO ] [FORECASTER] Completed predict_future for EMR [2025-10-09T22:47:34.765799] [INFO ] [sig ] EMR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:34.917638] [INFO ] [LOCAL ] Saved forecast: EMR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EMR.txt [2025-10-09T22:47:34.917965] [WARN ] [sig ] [687/2211] Failed EMR after 0.3s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:34.918045] [INFO ] [sig ] [688/2211] Forecasting ENB... [2025-10-09T22:47:34.918099] [INFO ] [sig ] Generating forecast for: ENB [2025-10-09T22:47:34.918134] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENB' from 'https://tdm.silogroup.org/data/derivative_storage/ENB.csv'. [2025-10-09T22:47:34.928524] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENB'. [2025-10-09T22:47:34.929042] [INFO ] [FORECASTER] Starting predict_future for ENB [2025-10-09T22:47:34.955419] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:34.956309] [DEBUG] [LOCAL ] No optimal features file found for ENB: ./output/feature-sets/ENB.txt [2025-10-09T22:47:34.956364] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:34.956400] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:34.956427] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:34.956483] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:34.973968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:34.974957] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:34.975050] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:34.975084] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:35.012785] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:35.012967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:35.013010] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:35.013040] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:35.016689] [DEBUG] [FORECASTER] ENB: Forecast T+1@11:T+2@11: UP (p=72.03%) [2025-10-09T22:47:35.016982] [INFO ] [FORECASTER] Completed predict_future for ENB [2025-10-09T22:47:35.017121] [INFO ] [sig ] ENB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:35.162636] [INFO ] [LOCAL ] Saved forecast: ENB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ENB.txt [2025-10-09T22:47:35.162903] [WARN ] [sig ] [688/2211] Failed ENB after 0.2s | 4.53 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:35.162979] [INFO ] [sig ] [689/2211] Forecasting ENFY... [2025-10-09T22:47:35.163018] [INFO ] [sig ] Generating forecast for: ENFY [2025-10-09T22:47:35.163049] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENFY' from 'https://tdm.silogroup.org/data/derivative_storage/ENFY.csv'. [2025-10-09T22:47:35.172057] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENFY'. [2025-10-09T22:47:35.172310] [INFO ] [FORECASTER] Starting predict_future for ENFY [2025-10-09T22:47:35.197862] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:35.198613] [DEBUG] [LOCAL ] No optimal features file found for ENFY: ./output/feature-sets/ENFY.txt [2025-10-09T22:47:35.198693] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:35.198739] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:35.198768] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:35.198838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:35.216509] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:35.217080] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:35.217162] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:35.217197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:35.256975] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:35.257107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:35.257159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:35.257190] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:35.261416] [DEBUG] [FORECASTER] ENFY: Forecast T+1@11:T+2@11: DOWN (p=1.11%) [2025-10-09T22:47:35.261748] [INFO ] [FORECASTER] Completed predict_future for ENFY [2025-10-09T22:47:35.261896] [INFO ] [sig ] ENFY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:35.404697] [INFO ] [LOCAL ] Saved forecast: ENFY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ENFY.txt [2025-10-09T22:47:35.404992] [WARN ] [sig ] [689/2211] Failed ENFY after 0.2s | 4.52 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:35.405071] [INFO ] [sig ] [690/2211] Forecasting ENIC... [2025-10-09T22:47:35.405110] [INFO ] [sig ] Generating forecast for: ENIC [2025-10-09T22:47:35.405151] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENIC' from 'https://tdm.silogroup.org/data/derivative_storage/ENIC.csv'. [2025-10-09T22:47:35.416454] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENIC'. [2025-10-09T22:47:35.416758] [INFO ] [FORECASTER] Starting predict_future for ENIC [2025-10-09T22:47:35.442255] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:35.442981] [DEBUG] [LOCAL ] No optimal features file found for ENIC: ./output/feature-sets/ENIC.txt [2025-10-09T22:47:35.443036] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:35.443069] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:35.443096] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:35.443153] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:35.460788] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:35.461347] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:35.461441] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:35.461494] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:35.518417] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:35.518509] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:35.518543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:35.518570] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:35.521697] [DEBUG] [FORECASTER] ENIC: Forecast T+1@11:T+2@11: DOWN (p=2.49%) [2025-10-09T22:47:35.521967] [INFO ] [FORECASTER] Completed predict_future for ENIC [2025-10-09T22:47:35.522108] [INFO ] [sig ] ENIC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:35.665080] [INFO ] [LOCAL ] Saved forecast: ENIC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ENIC.txt [2025-10-09T22:47:35.665277] [WARN ] [sig ] [690/2211] Failed ENIC after 0.3s | 4.52 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:35.665352] [INFO ] [sig ] [691/2211] Forecasting ENO... [2025-10-09T22:47:35.665426] [INFO ] [sig ] Generating forecast for: ENO [2025-10-09T22:47:35.665467] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENO' from 'https://tdm.silogroup.org/data/derivative_storage/ENO.csv'. [2025-10-09T22:47:35.674940] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENO'. [2025-10-09T22:47:35.675205] [INFO ] [FORECASTER] Starting predict_future for ENO [2025-10-09T22:47:35.700559] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:35.701272] [DEBUG] [LOCAL ] No optimal features file found for ENO: ./output/feature-sets/ENO.txt [2025-10-09T22:47:35.701333] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:35.701366] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:35.701393] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:35.701449] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:35.718799] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:35.719374] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:35.719457] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:35.719490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:35.756587] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:35.756683] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:35.756733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:35.756764] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:35.759832] [DEBUG] [FORECASTER] ENO: Forecast T+1@11:T+2@11: DOWN (p=27.06%) [2025-10-09T22:47:35.760092] [INFO ] [FORECASTER] Completed predict_future for ENO [2025-10-09T22:47:35.760222] [INFO ] [sig ] ENO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:35.903426] [INFO ] [LOCAL ] Saved forecast: ENO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ENO.txt [2025-10-09T22:47:35.903660] [WARN ] [sig ] [691/2211] Failed ENO after 0.2s | 4.52 sym/s | Total: 2.5m | ETA: 5.6m [2025-10-09T22:47:35.903740] [INFO ] [sig ] [692/2211] Forecasting ENOV... [2025-10-09T22:47:35.903780] [INFO ] [sig ] Generating forecast for: ENOV [2025-10-09T22:47:35.903811] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENOV' from 'https://tdm.silogroup.org/data/derivative_storage/ENOV.csv'. [2025-10-09T22:47:35.913516] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENOV'. [2025-10-09T22:47:35.913806] [INFO ] [FORECASTER] Starting predict_future for ENOV [2025-10-09T22:47:35.938911] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:35.939573] [DEBUG] [LOCAL ] No optimal features file found for ENOV: ./output/feature-sets/ENOV.txt [2025-10-09T22:47:35.939627] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:35.939696] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:35.939736] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:35.939794] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:35.957342] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:35.957937] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:35.958017] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:35.958051] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:35.998149] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:36.001272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:36.001366] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:36.001420] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:36.005196] [DEBUG] [FORECASTER] ENOV: Forecast T+1@11:T+2@11: DOWN (p=42.35%) [2025-10-09T22:47:36.005592] [INFO ] [FORECASTER] Completed predict_future for ENOV [2025-10-09T22:47:36.005797] [INFO ] [sig ] ENOV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:36.150631] [INFO ] [LOCAL ] Saved forecast: ENOV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ENOV.txt [2025-10-09T22:47:36.150963] [WARN ] [sig ] [692/2211] Failed ENOV after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:36.151042] [INFO ] [sig ] [693/2211] Forecasting ENR... [2025-10-09T22:47:36.151083] [INFO ] [sig ] Generating forecast for: ENR [2025-10-09T22:47:36.151114] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENR' from 'https://tdm.silogroup.org/data/derivative_storage/ENR.csv'. [2025-10-09T22:47:36.161301] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENR'. [2025-10-09T22:47:36.161564] [INFO ] [FORECASTER] Starting predict_future for ENR [2025-10-09T22:47:36.186699] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:36.187411] [DEBUG] [LOCAL ] No optimal features file found for ENR: ./output/feature-sets/ENR.txt [2025-10-09T22:47:36.187470] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:36.187503] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:36.187531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:36.187606] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:36.205238] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:36.205818] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:36.205922] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:36.205962] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:36.242623] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:36.242725] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:36.242768] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:36.242797] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:36.245825] [DEBUG] [FORECASTER] ENR: Forecast T+1@11:T+2@11: UP (p=74.49%) [2025-10-09T22:47:36.246082] [INFO ] [FORECASTER] Completed predict_future for ENR [2025-10-09T22:47:36.246215] [INFO ] [sig ] ENR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:36.390585] [INFO ] [LOCAL ] Saved forecast: ENR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ENR.txt [2025-10-09T22:47:36.390858] [WARN ] [sig ] [693/2211] Failed ENR after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:36.390945] [INFO ] [sig ] [694/2211] Forecasting ENS... [2025-10-09T22:47:36.390984] [INFO ] [sig ] Generating forecast for: ENS [2025-10-09T22:47:36.391016] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENS' from 'https://tdm.silogroup.org/data/derivative_storage/ENS.csv'. [2025-10-09T22:47:36.400966] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENS'. [2025-10-09T22:47:36.401359] [INFO ] [FORECASTER] Starting predict_future for ENS [2025-10-09T22:47:36.426853] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:36.427600] [DEBUG] [LOCAL ] No optimal features file found for ENS: ./output/feature-sets/ENS.txt [2025-10-09T22:47:36.427686] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:36.427734] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:36.427816] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:36.427883] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:36.445379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:36.446203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:36.446296] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:36.446330] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:36.484508] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:36.484682] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:36.484741] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:36.484772] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:36.488226] [DEBUG] [FORECASTER] ENS: Forecast T+1@11:T+2@11: UP (p=96.78%) [2025-10-09T22:47:36.488503] [INFO ] [FORECASTER] Completed predict_future for ENS [2025-10-09T22:47:36.488637] [INFO ] [sig ] ENS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:36.633371] [INFO ] [LOCAL ] Saved forecast: ENS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ENS.txt [2025-10-09T22:47:36.633608] [WARN ] [sig ] [694/2211] Failed ENS after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:36.633711] [INFO ] [sig ] [695/2211] Forecasting ENVA... [2025-10-09T22:47:36.633763] [INFO ] [sig ] Generating forecast for: ENVA [2025-10-09T22:47:36.633797] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ENVA' from 'https://tdm.silogroup.org/data/derivative_storage/ENVA.csv'. [2025-10-09T22:47:36.642977] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ENVA'. [2025-10-09T22:47:36.643239] [INFO ] [FORECASTER] Starting predict_future for ENVA [2025-10-09T22:47:36.668627] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:36.669392] [DEBUG] [LOCAL ] No optimal features file found for ENVA: ./output/feature-sets/ENVA.txt [2025-10-09T22:47:36.669446] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:36.669478] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:36.669504] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:36.669559] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:36.687119] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:36.687710] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:36.687792] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:36.687827] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:36.724013] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:36.724105] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:36.724140] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:36.724168] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:36.727264] [DEBUG] [FORECASTER] ENVA: Forecast T+1@11:T+2@11: UP (p=63.86%) [2025-10-09T22:47:36.727527] [INFO ] [FORECASTER] Completed predict_future for ENVA [2025-10-09T22:47:36.727718] [INFO ] [sig ] ENVA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:36.875150] [INFO ] [LOCAL ] Saved forecast: ENVA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ENVA.txt [2025-10-09T22:47:36.875426] [WARN ] [sig ] [695/2211] Failed ENVA after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:36.875506] [INFO ] [sig ] [696/2211] Forecasting EOD... [2025-10-09T22:47:36.875546] [INFO ] [sig ] Generating forecast for: EOD [2025-10-09T22:47:36.875577] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOD' from 'https://tdm.silogroup.org/data/derivative_storage/EOD.csv'. [2025-10-09T22:47:36.886159] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EOD'. [2025-10-09T22:47:36.886460] [INFO ] [FORECASTER] Starting predict_future for EOD [2025-10-09T22:47:36.912210] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:36.912993] [DEBUG] [LOCAL ] No optimal features file found for EOD: ./output/feature-sets/EOD.txt [2025-10-09T22:47:36.913053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:36.913086] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:36.913114] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:36.913171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:36.930581] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:36.931142] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:36.931247] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:36.931301] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:36.979344] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:36.979437] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:36.979474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:36.979502] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:36.982626] [DEBUG] [FORECASTER] EOD: Forecast T+1@11:T+2@11: UP (p=50.06%) [2025-10-09T22:47:36.982919] [INFO ] [FORECASTER] Completed predict_future for EOD [2025-10-09T22:47:36.983053] [INFO ] [sig ] EOD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:37.131115] [INFO ] [LOCAL ] Saved forecast: EOD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EOD.txt [2025-10-09T22:47:37.131409] [WARN ] [sig ] [696/2211] Failed EOD after 0.3s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:37.131501] [INFO ] [sig ] [697/2211] Forecasting EOG... [2025-10-09T22:47:37.131557] [INFO ] [sig ] Generating forecast for: EOG [2025-10-09T22:47:37.131592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOG' from 'https://tdm.silogroup.org/data/derivative_storage/EOG.csv'. [2025-10-09T22:47:37.142631] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EOG'. [2025-10-09T22:47:37.142948] [INFO ] [FORECASTER] Starting predict_future for EOG [2025-10-09T22:47:37.168341] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:37.169089] [DEBUG] [LOCAL ] No optimal features file found for EOG: ./output/feature-sets/EOG.txt [2025-10-09T22:47:37.169144] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:37.169177] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:37.169204] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:37.169260] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:37.186615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:37.187232] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:37.187315] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:37.187349] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:37.222906] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:37.222994] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:37.223029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:37.223057] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:37.226140] [DEBUG] [FORECASTER] EOG: Forecast T+1@11:T+2@11: DOWN (p=1.01%) [2025-10-09T22:47:37.226430] [INFO ] [FORECASTER] Completed predict_future for EOG [2025-10-09T22:47:37.226571] [INFO ] [sig ] EOG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:37.374715] [INFO ] [LOCAL ] Saved forecast: EOG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EOG.txt [2025-10-09T22:47:37.374929] [WARN ] [sig ] [697/2211] Failed EOG after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:37.375012] [INFO ] [sig ] [698/2211] Forecasting EOI... [2025-10-09T22:47:37.375052] [INFO ] [sig ] Generating forecast for: EOI [2025-10-09T22:47:37.375083] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOI' from 'https://tdm.silogroup.org/data/derivative_storage/EOI.csv'. [2025-10-09T22:47:37.384799] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EOI'. [2025-10-09T22:47:37.385097] [INFO ] [FORECASTER] Starting predict_future for EOI [2025-10-09T22:47:37.411036] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:37.411758] [DEBUG] [LOCAL ] No optimal features file found for EOI: ./output/feature-sets/EOI.txt [2025-10-09T22:47:37.411813] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:37.411848] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:37.411881] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:37.411949] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:37.429362] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:37.429959] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:37.430089] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:37.430139] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:37.466637] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:37.466750] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:37.466788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:37.466817] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:37.470037] [DEBUG] [FORECASTER] EOI: Forecast T+1@11:T+2@11: DOWN (p=28.36%) [2025-10-09T22:47:37.470305] [INFO ] [FORECASTER] Completed predict_future for EOI [2025-10-09T22:47:37.470439] [INFO ] [sig ] EOI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:37.618937] [INFO ] [LOCAL ] Saved forecast: EOI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EOI.txt [2025-10-09T22:47:37.619345] [WARN ] [sig ] [698/2211] Failed EOI after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:37.619433] [INFO ] [sig ] [699/2211] Forecasting EOS... [2025-10-09T22:47:37.619473] [INFO ] [sig ] Generating forecast for: EOS [2025-10-09T22:47:37.619504] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOS' from 'https://tdm.silogroup.org/data/derivative_storage/EOS.csv'. [2025-10-09T22:47:37.629921] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EOS'. [2025-10-09T22:47:37.630196] [INFO ] [FORECASTER] Starting predict_future for EOS [2025-10-09T22:47:37.656358] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:37.657086] [DEBUG] [LOCAL ] No optimal features file found for EOS: ./output/feature-sets/EOS.txt [2025-10-09T22:47:37.657140] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:37.657181] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:37.657234] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:37.657294] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:37.674607] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:37.675225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:37.675371] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:37.675425] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:37.743443] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:37.743550] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:37.743588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:37.743617] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:37.746894] [DEBUG] [FORECASTER] EOS: Forecast T+1@11:T+2@11: UP (p=78.59%) [2025-10-09T22:47:37.747179] [INFO ] [FORECASTER] Completed predict_future for EOS [2025-10-09T22:47:37.747317] [INFO ] [sig ] EOS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:37.891265] [INFO ] [LOCAL ] Saved forecast: EOS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EOS.txt [2025-10-09T22:47:37.891476] [WARN ] [sig ] [699/2211] Failed EOS after 0.3s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:37.891552] [INFO ] [sig ] [700/2211] Forecasting EOT... [2025-10-09T22:47:37.891591] [INFO ] [sig ] Generating forecast for: EOT [2025-10-09T22:47:37.891621] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EOT' from 'https://tdm.silogroup.org/data/derivative_storage/EOT.csv'. [2025-10-09T22:47:37.902065] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EOT'. [2025-10-09T22:47:37.902332] [INFO ] [FORECASTER] Starting predict_future for EOT [2025-10-09T22:47:37.928188] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:37.928940] [DEBUG] [LOCAL ] No optimal features file found for EOT: ./output/feature-sets/EOT.txt [2025-10-09T22:47:37.929014] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:37.929049] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:37.929077] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:37.929134] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:37.947508] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:37.948126] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:37.948210] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:37.948244] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:37.982629] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:37.982746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:37.982785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:37.982813] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:37.985909] [DEBUG] [FORECASTER] EOT: Forecast T+1@11:T+2@11: DOWN (p=23.63%) [2025-10-09T22:47:37.986172] [INFO ] [FORECASTER] Completed predict_future for EOT [2025-10-09T22:47:37.986308] [INFO ] [sig ] EOT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:38.129491] [INFO ] [LOCAL ] Saved forecast: EOT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EOT.txt [2025-10-09T22:47:38.129727] [WARN ] [sig ] [700/2211] Failed EOT after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:38.129808] [INFO ] [sig ] [701/2211] Forecasting EPAC... [2025-10-09T22:47:38.129847] [INFO ] [sig ] Generating forecast for: EPAC [2025-10-09T22:47:38.129880] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPAC' from 'https://tdm.silogroup.org/data/derivative_storage/EPAC.csv'. [2025-10-09T22:47:38.139504] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EPAC'. [2025-10-09T22:47:38.139786] [INFO ] [FORECASTER] Starting predict_future for EPAC [2025-10-09T22:47:38.165242] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:38.166090] [DEBUG] [LOCAL ] No optimal features file found for EPAC: ./output/feature-sets/EPAC.txt [2025-10-09T22:47:38.166147] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:38.166180] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:38.166208] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:38.166266] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:38.185076] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:38.185636] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:38.185747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:38.185784] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:38.223568] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:38.223698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:38.223749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:38.223779] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:38.226941] [DEBUG] [FORECASTER] EPAC: Forecast T+1@11:T+2@11: UP (p=97.38%) [2025-10-09T22:47:38.227215] [INFO ] [FORECASTER] Completed predict_future for EPAC [2025-10-09T22:47:38.227351] [INFO ] [sig ] EPAC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:38.375482] [INFO ] [LOCAL ] Saved forecast: EPAC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EPAC.txt [2025-10-09T22:47:38.375747] [WARN ] [sig ] [701/2211] Failed EPAC after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:38.375828] [INFO ] [sig ] [702/2211] Forecasting EPAM... [2025-10-09T22:47:38.375867] [INFO ] [sig ] Generating forecast for: EPAM [2025-10-09T22:47:38.375908] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPAM' from 'https://tdm.silogroup.org/data/derivative_storage/EPAM.csv'. [2025-10-09T22:47:38.380570] [WARN ] [REMOTE ] Historical data not found for symbol 'EPAM' (404). [2025-10-09T22:47:38.380776] [FATAL] [sig ] EPAM: No historical data fetched. [2025-10-09T22:47:38.380852] [WARN ] [sig ] [702/2211] Failed EPAM after 0.0s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:38.380917] [INFO ] [sig ] [703/2211] Forecasting EPC... [2025-10-09T22:47:38.380957] [INFO ] [sig ] Generating forecast for: EPC [2025-10-09T22:47:38.380990] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPC' from 'https://tdm.silogroup.org/data/derivative_storage/EPC.csv'. [2025-10-09T22:47:38.390153] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EPC'. [2025-10-09T22:47:38.390446] [INFO ] [FORECASTER] Starting predict_future for EPC [2025-10-09T22:47:38.416846] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:38.417634] [DEBUG] [LOCAL ] No optimal features file found for EPC: ./output/feature-sets/EPC.txt [2025-10-09T22:47:38.417722] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:38.417758] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:38.417786] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:38.417843] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:38.435773] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:38.436418] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:38.436533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:38.436588] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:38.472014] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:38.472170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:38.472209] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:38.472238] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:38.475690] [DEBUG] [FORECASTER] EPC: Forecast T+1@11:T+2@11: UP (p=93.71%) [2025-10-09T22:47:38.476027] [INFO ] [FORECASTER] Completed predict_future for EPC [2025-10-09T22:47:38.476173] [INFO ] [sig ] EPC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:38.622835] [INFO ] [LOCAL ] Saved forecast: EPC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EPC.txt [2025-10-09T22:47:38.623092] [WARN ] [sig ] [703/2211] Failed EPC after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:38.623169] [INFO ] [sig ] [704/2211] Forecasting EPD... [2025-10-09T22:47:38.623209] [INFO ] [sig ] Generating forecast for: EPD [2025-10-09T22:47:38.623240] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPD' from 'https://tdm.silogroup.org/data/derivative_storage/EPD.csv'. [2025-10-09T22:47:38.634453] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EPD'. [2025-10-09T22:47:38.634845] [INFO ] [FORECASTER] Starting predict_future for EPD [2025-10-09T22:47:38.660222] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:38.660992] [DEBUG] [LOCAL ] No optimal features file found for EPD: ./output/feature-sets/EPD.txt [2025-10-09T22:47:38.661051] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:38.661085] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:38.661112] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:38.661167] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:38.678292] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:38.678877] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:38.678993] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:38.679031] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:38.714952] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:38.715047] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:38.715084] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:38.715111] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:38.718249] [DEBUG] [FORECASTER] EPD: Forecast T+1@11:T+2@11: DOWN (p=11.55%) [2025-10-09T22:47:38.718512] [INFO ] [FORECASTER] Completed predict_future for EPD [2025-10-09T22:47:38.718677] [INFO ] [sig ] EPD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:38.860346] [INFO ] [LOCAL ] Saved forecast: EPD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EPD.txt [2025-10-09T22:47:38.860575] [WARN ] [sig ] [704/2211] Failed EPD after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:38.860677] [INFO ] [sig ] [705/2211] Forecasting EPR... [2025-10-09T22:47:38.860728] [INFO ] [sig ] Generating forecast for: EPR [2025-10-09T22:47:38.860763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPR' from 'https://tdm.silogroup.org/data/derivative_storage/EPR.csv'. [2025-10-09T22:47:38.870594] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EPR'. [2025-10-09T22:47:38.870914] [INFO ] [FORECASTER] Starting predict_future for EPR [2025-10-09T22:47:38.896053] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:38.896818] [DEBUG] [LOCAL ] No optimal features file found for EPR: ./output/feature-sets/EPR.txt [2025-10-09T22:47:38.896876] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:38.896911] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:38.896938] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:38.896993] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:38.914131] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:38.914774] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:38.914860] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:38.914899] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:38.949505] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:38.949595] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:38.949631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:38.949696] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:38.952815] [DEBUG] [FORECASTER] EPR: Forecast T+1@11:T+2@11: UP (p=95.46%) [2025-10-09T22:47:38.953081] [INFO ] [FORECASTER] Completed predict_future for EPR [2025-10-09T22:47:38.953210] [INFO ] [sig ] EPR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:39.095693] [INFO ] [LOCAL ] Saved forecast: EPR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EPR.txt [2025-10-09T22:47:39.095959] [WARN ] [sig ] [705/2211] Failed EPR after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:39.096034] [INFO ] [sig ] [706/2211] Forecasting EPRT... [2025-10-09T22:47:39.096073] [INFO ] [sig ] Generating forecast for: EPRT [2025-10-09T22:47:39.096104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EPRT' from 'https://tdm.silogroup.org/data/derivative_storage/EPRT.csv'. [2025-10-09T22:47:39.108952] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EPRT'. [2025-10-09T22:47:39.109712] [INFO ] [FORECASTER] Starting predict_future for EPRT [2025-10-09T22:47:39.144833] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:39.145966] [DEBUG] [LOCAL ] No optimal features file found for EPRT: ./output/feature-sets/EPRT.txt [2025-10-09T22:47:39.146084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:39.146157] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:39.146235] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:39.146345] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:39.167381] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:39.168496] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:39.168600] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:39.168636] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:39.219501] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:39.219778] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:39.219839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:39.219871] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:39.224492] [DEBUG] [FORECASTER] EPRT: Forecast T+1@11:T+2@11: DOWN (p=9.30%) [2025-10-09T22:47:39.224963] [INFO ] [FORECASTER] Completed predict_future for EPRT [2025-10-09T22:47:39.225167] [INFO ] [sig ] EPRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:39.395789] [INFO ] [LOCAL ] Saved forecast: EPRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EPRT.txt [2025-10-09T22:47:39.396221] [WARN ] [sig ] [706/2211] Failed EPRT after 0.3s | 4.52 sym/s | Total: 2.6m | ETA: 5.6m [2025-10-09T22:47:39.396312] [INFO ] [sig ] [707/2211] Forecasting EQBK... [2025-10-09T22:47:39.396355] [INFO ] [sig ] Generating forecast for: EQBK [2025-10-09T22:47:39.396388] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQBK' from 'https://tdm.silogroup.org/data/derivative_storage/EQBK.csv'. [2025-10-09T22:47:39.409182] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EQBK'. [2025-10-09T22:47:39.409614] [INFO ] [FORECASTER] Starting predict_future for EQBK [2025-10-09T22:47:39.439483] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:39.440498] [DEBUG] [LOCAL ] No optimal features file found for EQBK: ./output/feature-sets/EQBK.txt [2025-10-09T22:47:39.440558] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:39.440594] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:39.440623] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:39.440721] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:39.458990] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:39.459635] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:39.459755] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:39.459793] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:39.496725] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:39.496845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:39.496883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:39.496912] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:39.500395] [DEBUG] [FORECASTER] EQBK: Forecast T+1@11:T+2@11: DOWN (p=18.20%) [2025-10-09T22:47:39.500720] [INFO ] [FORECASTER] Completed predict_future for EQBK [2025-10-09T22:47:39.500884] [INFO ] [sig ] EQBK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:39.658683] [INFO ] [LOCAL ] Saved forecast: EQBK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EQBK.txt [2025-10-09T22:47:39.658994] [WARN ] [sig ] [707/2211] Failed EQBK after 0.3s | 4.52 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:39.659076] [INFO ] [sig ] [708/2211] Forecasting EQH... [2025-10-09T22:47:39.659127] [INFO ] [sig ] Generating forecast for: EQH [2025-10-09T22:47:39.659161] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQH' from 'https://tdm.silogroup.org/data/derivative_storage/EQH.csv'. [2025-10-09T22:47:39.670382] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EQH'. [2025-10-09T22:47:39.670768] [INFO ] [FORECASTER] Starting predict_future for EQH [2025-10-09T22:47:39.696145] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:39.696941] [DEBUG] [LOCAL ] No optimal features file found for EQH: ./output/feature-sets/EQH.txt [2025-10-09T22:47:39.697001] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:39.697035] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:39.697063] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:39.697119] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:39.714223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:39.714801] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:39.714889] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:39.714921] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:39.756093] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:39.756202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:39.756246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:39.756276] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:39.759681] [DEBUG] [FORECASTER] EQH: Forecast T+1@11:T+2@11: DOWN (p=8.12%) [2025-10-09T22:47:39.759964] [INFO ] [FORECASTER] Completed predict_future for EQH [2025-10-09T22:47:39.760106] [INFO ] [sig ] EQH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:39.906409] [INFO ] [LOCAL ] Saved forecast: EQH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EQH.txt [2025-10-09T22:47:39.906706] [WARN ] [sig ] [708/2211] Failed EQH after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:39.906792] [INFO ] [sig ] [709/2211] Forecasting EQNR... [2025-10-09T22:47:39.906831] [INFO ] [sig ] Generating forecast for: EQNR [2025-10-09T22:47:39.906863] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQNR' from 'https://tdm.silogroup.org/data/derivative_storage/EQNR.csv'. [2025-10-09T22:47:39.918427] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EQNR'. [2025-10-09T22:47:39.918767] [INFO ] [FORECASTER] Starting predict_future for EQNR [2025-10-09T22:47:39.944963] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:39.945814] [DEBUG] [LOCAL ] No optimal features file found for EQNR: ./output/feature-sets/EQNR.txt [2025-10-09T22:47:39.945871] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:39.945907] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:39.945938] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:39.945997] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:39.964379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:39.965011] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:39.965099] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:39.965134] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:40.003309] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:40.003410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:40.003445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:40.003473] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:40.006627] [DEBUG] [FORECASTER] EQNR: Forecast T+1@11:T+2@11: UP (p=51.02%) [2025-10-09T22:47:40.006943] [INFO ] [FORECASTER] Completed predict_future for EQNR [2025-10-09T22:47:40.007080] [INFO ] [sig ] EQNR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:40.152403] [INFO ] [LOCAL ] Saved forecast: EQNR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EQNR.txt [2025-10-09T22:47:40.152669] [WARN ] [sig ] [709/2211] Failed EQNR after 0.2s | 4.52 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:40.152752] [INFO ] [sig ] [710/2211] Forecasting EQR... [2025-10-09T22:47:40.152791] [INFO ] [sig ] Generating forecast for: EQR [2025-10-09T22:47:40.152822] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQR' from 'https://tdm.silogroup.org/data/derivative_storage/EQR.csv'. [2025-10-09T22:47:40.162841] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EQR'. [2025-10-09T22:47:40.163131] [INFO ] [FORECASTER] Starting predict_future for EQR [2025-10-09T22:47:40.188381] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:40.189148] [DEBUG] [LOCAL ] No optimal features file found for EQR: ./output/feature-sets/EQR.txt [2025-10-09T22:47:40.189203] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:40.189236] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:40.189263] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:40.189319] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:40.206703] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:40.207249] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:40.207334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:40.207368] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:40.243837] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:40.243927] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:40.243962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:40.243989] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:40.247047] [DEBUG] [FORECASTER] EQR: Forecast T+1@11:T+2@11: UP (p=77.94%) [2025-10-09T22:47:40.247302] [INFO ] [FORECASTER] Completed predict_future for EQR [2025-10-09T22:47:40.247439] [INFO ] [sig ] EQR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:40.389260] [INFO ] [LOCAL ] Saved forecast: EQR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EQR.txt [2025-10-09T22:47:40.389514] [WARN ] [sig ] [710/2211] Failed EQR after 0.2s | 4.51 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:40.389590] [INFO ] [sig ] [711/2211] Forecasting EQT... [2025-10-09T22:47:40.389629] [INFO ] [sig ] Generating forecast for: EQT [2025-10-09T22:47:40.389698] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQT' from 'https://tdm.silogroup.org/data/derivative_storage/EQT.csv'. [2025-10-09T22:47:40.400459] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EQT'. [2025-10-09T22:47:40.400818] [INFO ] [FORECASTER] Starting predict_future for EQT [2025-10-09T22:47:40.426086] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:40.426801] [DEBUG] [LOCAL ] No optimal features file found for EQT: ./output/feature-sets/EQT.txt [2025-10-09T22:47:40.426856] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:40.426888] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:40.426915] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:40.426971] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:40.444324] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:40.444904] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:40.445007] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:40.445044] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:40.476182] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:40.476272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:40.476307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:40.476335] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:40.479507] [DEBUG] [FORECASTER] EQT: Forecast T+1@11:T+2@11: DOWN (p=42.07%) [2025-10-09T22:47:40.479824] [INFO ] [FORECASTER] Completed predict_future for EQT [2025-10-09T22:47:40.479958] [INFO ] [sig ] EQT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:40.621596] [INFO ] [LOCAL ] Saved forecast: EQT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EQT.txt [2025-10-09T22:47:40.621844] [WARN ] [sig ] [711/2211] Failed EQT after 0.2s | 4.51 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:40.621922] [INFO ] [sig ] [712/2211] Forecasting EQV... [2025-10-09T22:47:40.621961] [INFO ] [sig ] Generating forecast for: EQV [2025-10-09T22:47:40.621992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EQV' from 'https://tdm.silogroup.org/data/derivative_storage/EQV.csv'. [2025-10-09T22:47:40.630941] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EQV'. [2025-10-09T22:47:40.631221] [INFO ] [FORECASTER] Starting predict_future for EQV [2025-10-09T22:47:40.656207] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:40.656918] [DEBUG] [LOCAL ] No optimal features file found for EQV: ./output/feature-sets/EQV.txt [2025-10-09T22:47:40.657006] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:40.657046] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:40.657073] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:40.657129] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:40.675352] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:40.676267] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:40.676376] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:40.676430] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:40.722118] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:40.722347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:40.722415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:40.722454] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:40.728745] [DEBUG] [FORECASTER] EQV: Forecast T+1@11:T+2@11: UP (p=53.19%) [2025-10-09T22:47:40.729473] [INFO ] [FORECASTER] Completed predict_future for EQV [2025-10-09T22:47:40.729717] [INFO ] [sig ] EQV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:40.900742] [INFO ] [LOCAL ] Saved forecast: EQV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EQV.txt [2025-10-09T22:47:40.901026] [WARN ] [sig ] [712/2211] Failed EQV after 0.3s | 4.51 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:40.901113] [INFO ] [sig ] [713/2211] Forecasting ERJ... [2025-10-09T22:47:40.901152] [INFO ] [sig ] Generating forecast for: ERJ [2025-10-09T22:47:40.901184] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ERJ' from 'https://tdm.silogroup.org/data/derivative_storage/ERJ.csv'. [2025-10-09T22:47:40.912185] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ERJ'. [2025-10-09T22:47:40.912578] [INFO ] [FORECASTER] Starting predict_future for ERJ [2025-10-09T22:47:40.940380] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:40.941241] [DEBUG] [LOCAL ] No optimal features file found for ERJ: ./output/feature-sets/ERJ.txt [2025-10-09T22:47:40.941320] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:40.941381] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:40.941424] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:40.941485] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:40.959400] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:40.960064] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:40.960151] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:40.960185] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:40.997861] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:40.997960] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:40.997997] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:40.998029] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:41.001260] [DEBUG] [FORECASTER] ERJ: Forecast T+1@11:T+2@11: UP (p=92.71%) [2025-10-09T22:47:41.001536] [INFO ] [FORECASTER] Completed predict_future for ERJ [2025-10-09T22:47:41.001701] [INFO ] [sig ] ERJ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:41.145751] [INFO ] [LOCAL ] Saved forecast: ERJ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ERJ.txt [2025-10-09T22:47:41.146025] [WARN ] [sig ] [713/2211] Failed ERJ after 0.2s | 4.51 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:41.146104] [INFO ] [sig ] [714/2211] Forecasting ERO... [2025-10-09T22:47:41.146144] [INFO ] [sig ] Generating forecast for: ERO [2025-10-09T22:47:41.146175] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ERO' from 'https://tdm.silogroup.org/data/derivative_storage/ERO.csv'. [2025-10-09T22:47:41.156765] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ERO'. [2025-10-09T22:47:41.157098] [INFO ] [FORECASTER] Starting predict_future for ERO [2025-10-09T22:47:41.183187] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:41.183963] [DEBUG] [LOCAL ] No optimal features file found for ERO: ./output/feature-sets/ERO.txt [2025-10-09T22:47:41.184021] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:41.184055] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:41.184084] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:41.184141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:41.202569] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:41.203332] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:41.203419] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:41.203454] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:41.237206] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:41.237336] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:41.237375] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:41.237404] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:41.241018] [DEBUG] [FORECASTER] ERO: Forecast T+1@11:T+2@11: UP (p=95.81%) [2025-10-09T22:47:41.241300] [INFO ] [FORECASTER] Completed predict_future for ERO [2025-10-09T22:47:41.241440] [INFO ] [sig ] ERO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:41.394251] [INFO ] [LOCAL ] Saved forecast: ERO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ERO.txt [2025-10-09T22:47:41.394488] [WARN ] [sig ] [714/2211] Failed ERO after 0.2s | 4.51 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:41.394564] [INFO ] [sig ] [715/2211] Forecasting ES... [2025-10-09T22:47:41.394602] [INFO ] [sig ] Generating forecast for: ES [2025-10-09T22:47:41.394674] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ES' from 'https://tdm.silogroup.org/data/derivative_storage/ES.csv'. [2025-10-09T22:47:41.404133] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ES'. [2025-10-09T22:47:41.404403] [INFO ] [FORECASTER] Starting predict_future for ES [2025-10-09T22:47:41.429476] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:41.430195] [DEBUG] [LOCAL ] No optimal features file found for ES: ./output/feature-sets/ES.txt [2025-10-09T22:47:41.430249] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:41.430281] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:41.430308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:41.430363] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:41.447518] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:41.448133] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:41.448216] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:41.448249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:41.481693] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:41.481799] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:41.481835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:41.481897] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:41.488624] [DEBUG] [FORECASTER] ES: Forecast T+1@11:T+2@11: DOWN (p=30.76%) [2025-10-09T22:47:41.488922] [INFO ] [FORECASTER] Completed predict_future for ES [2025-10-09T22:47:41.489054] [INFO ] [sig ] ES: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:41.634668] [INFO ] [LOCAL ] Saved forecast: ES 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ES.txt [2025-10-09T22:47:41.634902] [WARN ] [sig ] [715/2211] Failed ES after 0.2s | 4.51 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:41.634981] [INFO ] [sig ] [716/2211] Forecasting ESAB... [2025-10-09T22:47:41.635021] [INFO ] [sig ] Generating forecast for: ESAB [2025-10-09T22:47:41.635051] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESAB' from 'https://tdm.silogroup.org/data/derivative_storage/ESAB.csv'. [2025-10-09T22:47:41.645215] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ESAB'. [2025-10-09T22:47:41.645490] [INFO ] [FORECASTER] Starting predict_future for ESAB [2025-10-09T22:47:41.671216] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:41.671931] [DEBUG] [LOCAL ] No optimal features file found for ESAB: ./output/feature-sets/ESAB.txt [2025-10-09T22:47:41.671987] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:41.672020] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:41.672048] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:41.672103] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:41.689242] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:41.689807] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:41.689914] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:41.689968] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:41.722953] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:41.723049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:41.723085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:41.723114] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:41.726298] [DEBUG] [FORECASTER] ESAB: Forecast T+1@11:T+2@11: DOWN (p=30.37%) [2025-10-09T22:47:41.726563] [INFO ] [FORECASTER] Completed predict_future for ESAB [2025-10-09T22:47:41.726762] [INFO ] [sig ] ESAB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:41.900226] [INFO ] [LOCAL ] Saved forecast: ESAB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ESAB.txt [2025-10-09T22:47:41.900441] [WARN ] [sig ] [716/2211] Failed ESAB after 0.3s | 4.51 sym/s | Total: 2.6m | ETA: 5.5m [2025-10-09T22:47:41.900516] [INFO ] [sig ] [717/2211] Forecasting ESE... [2025-10-09T22:47:41.900555] [INFO ] [sig ] Generating forecast for: ESE [2025-10-09T22:47:41.900585] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESE' from 'https://tdm.silogroup.org/data/derivative_storage/ESE.csv'. [2025-10-09T22:47:41.910240] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ESE'. [2025-10-09T22:47:41.910517] [INFO ] [FORECASTER] Starting predict_future for ESE [2025-10-09T22:47:41.936762] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:41.937453] [DEBUG] [LOCAL ] No optimal features file found for ESE: ./output/feature-sets/ESE.txt [2025-10-09T22:47:41.937507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:41.937540] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:41.937567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:41.937684] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:41.954889] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:41.955443] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:41.955524] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:41.955557] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:41.985954] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:41.986039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:41.986073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:41.986102] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:41.989151] [DEBUG] [FORECASTER] ESE: Forecast T+1@11:T+2@11: DOWN (p=24.59%) [2025-10-09T22:47:41.989409] [INFO ] [FORECASTER] Completed predict_future for ESE [2025-10-09T22:47:41.989542] [INFO ] [sig ] ESE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:42.137184] [INFO ] [LOCAL ] Saved forecast: ESE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ESE.txt [2025-10-09T22:47:42.137457] [WARN ] [sig ] [717/2211] Failed ESE after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:42.137539] [INFO ] [sig ] [718/2211] Forecasting ESI... [2025-10-09T22:47:42.137605] [INFO ] [sig ] Generating forecast for: ESI [2025-10-09T22:47:42.137688] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESI' from 'https://tdm.silogroup.org/data/derivative_storage/ESI.csv'. [2025-10-09T22:47:42.148561] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ESI'. [2025-10-09T22:47:42.148958] [INFO ] [FORECASTER] Starting predict_future for ESI [2025-10-09T22:47:42.174204] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:42.174972] [DEBUG] [LOCAL ] No optimal features file found for ESI: ./output/feature-sets/ESI.txt [2025-10-09T22:47:42.175026] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:42.175059] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:42.175086] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:42.175141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:42.193031] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:42.193636] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:42.193754] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:42.193811] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:42.230815] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:42.231001] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:42.231049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:42.231079] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:42.234759] [DEBUG] [FORECASTER] ESI: Forecast T+1@11:T+2@11: DOWN (p=26.08%) [2025-10-09T22:47:42.235058] [INFO ] [FORECASTER] Completed predict_future for ESI [2025-10-09T22:47:42.235202] [INFO ] [sig ] ESI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:42.381578] [INFO ] [LOCAL ] Saved forecast: ESI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ESI.txt [2025-10-09T22:47:42.381858] [WARN ] [sig ] [718/2211] Failed ESI after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:42.381939] [INFO ] [sig ] [719/2211] Forecasting ESNT... [2025-10-09T22:47:42.381979] [INFO ] [sig ] Generating forecast for: ESNT [2025-10-09T22:47:42.382010] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESNT' from 'https://tdm.silogroup.org/data/derivative_storage/ESNT.csv'. [2025-10-09T22:47:42.392228] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ESNT'. [2025-10-09T22:47:42.392614] [INFO ] [FORECASTER] Starting predict_future for ESNT [2025-10-09T22:47:42.418567] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:42.419304] [DEBUG] [LOCAL ] No optimal features file found for ESNT: ./output/feature-sets/ESNT.txt [2025-10-09T22:47:42.419359] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:42.419393] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:42.419420] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:42.419476] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:42.436687] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:42.437288] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:42.437374] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:42.437408] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:42.472688] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:42.472863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:42.472905] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:42.472934] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:42.476487] [DEBUG] [FORECASTER] ESNT: Forecast T+1@11:T+2@11: DOWN (p=44.88%) [2025-10-09T22:47:42.476816] [INFO ] [FORECASTER] Completed predict_future for ESNT [2025-10-09T22:47:42.476958] [INFO ] [sig ] ESNT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:42.620639] [INFO ] [LOCAL ] Saved forecast: ESNT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ESNT.txt [2025-10-09T22:47:42.620904] [WARN ] [sig ] [719/2211] Failed ESNT after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:42.620983] [INFO ] [sig ] [720/2211] Forecasting ESRT... [2025-10-09T22:47:42.621024] [INFO ] [sig ] Generating forecast for: ESRT [2025-10-09T22:47:42.621058] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESRT' from 'https://tdm.silogroup.org/data/derivative_storage/ESRT.csv'. [2025-10-09T22:47:42.631506] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ESRT'. [2025-10-09T22:47:42.631833] [INFO ] [FORECASTER] Starting predict_future for ESRT [2025-10-09T22:47:42.657820] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:42.658603] [DEBUG] [LOCAL ] No optimal features file found for ESRT: ./output/feature-sets/ESRT.txt [2025-10-09T22:47:42.658718] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:42.658771] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:42.658803] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:42.658863] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:42.676658] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:42.677220] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:42.677303] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:42.677336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:42.712521] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:42.712630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:42.712706] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:42.712744] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:42.715953] [DEBUG] [FORECASTER] ESRT: Forecast T+1@11:T+2@11: DOWN (p=2.60%) [2025-10-09T22:47:42.716222] [INFO ] [FORECASTER] Completed predict_future for ESRT [2025-10-09T22:47:42.716355] [INFO ] [sig ] ESRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:42.859098] [INFO ] [LOCAL ] Saved forecast: ESRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ESRT.txt [2025-10-09T22:47:42.859333] [WARN ] [sig ] [720/2211] Failed ESRT after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:42.859408] [INFO ] [sig ] [721/2211] Forecasting ESS... [2025-10-09T22:47:42.859447] [INFO ] [sig ] Generating forecast for: ESS [2025-10-09T22:47:42.859477] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESS' from 'https://tdm.silogroup.org/data/derivative_storage/ESS.csv'. [2025-10-09T22:47:42.869279] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ESS'. [2025-10-09T22:47:42.869567] [INFO ] [FORECASTER] Starting predict_future for ESS [2025-10-09T22:47:42.894845] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:42.895560] [DEBUG] [LOCAL ] No optimal features file found for ESS: ./output/feature-sets/ESS.txt [2025-10-09T22:47:42.895614] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:42.895672] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:42.895721] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:42.895781] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:42.913090] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:42.913660] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:42.913749] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:42.913783] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:42.951010] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:42.951114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:42.951151] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:42.951180] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:42.954519] [DEBUG] [FORECASTER] ESS: Forecast T+1@11:T+2@11: DOWN (p=13.77%) [2025-10-09T22:47:42.954830] [INFO ] [FORECASTER] Completed predict_future for ESS [2025-10-09T22:47:42.954969] [INFO ] [sig ] ESS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:43.095791] [INFO ] [LOCAL ] Saved forecast: ESS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ESS.txt [2025-10-09T22:47:43.096029] [WARN ] [sig ] [721/2211] Failed ESS after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:43.096106] [INFO ] [sig ] [722/2211] Forecasting ESTC... [2025-10-09T22:47:43.096145] [INFO ] [sig ] Generating forecast for: ESTC [2025-10-09T22:47:43.096176] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ESTC' from 'https://tdm.silogroup.org/data/derivative_storage/ESTC.csv'. [2025-10-09T22:47:43.106549] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ESTC'. [2025-10-09T22:47:43.106936] [INFO ] [FORECASTER] Starting predict_future for ESTC [2025-10-09T22:47:43.132527] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:43.133265] [DEBUG] [LOCAL ] No optimal features file found for ESTC: ./output/feature-sets/ESTC.txt [2025-10-09T22:47:43.133320] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:43.133352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:43.133380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:43.133435] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:43.152578] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:43.153370] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:43.153497] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:43.153538] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:43.188100] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:43.188202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:43.188238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:43.188266] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:43.191442] [DEBUG] [FORECASTER] ESTC: Forecast T+1@11:T+2@11: UP (p=97.97%) [2025-10-09T22:47:43.191747] [INFO ] [FORECASTER] Completed predict_future for ESTC [2025-10-09T22:47:43.191886] [INFO ] [sig ] ESTC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:43.340426] [INFO ] [LOCAL ] Saved forecast: ESTC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ESTC.txt [2025-10-09T22:47:43.340720] [WARN ] [sig ] [722/2211] Failed ESTC after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:43.340801] [INFO ] [sig ] [723/2211] Forecasting ET... [2025-10-09T22:47:43.340841] [INFO ] [sig ] Generating forecast for: ET [2025-10-09T22:47:43.340873] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ET' from 'https://tdm.silogroup.org/data/derivative_storage/ET.csv'. [2025-10-09T22:47:43.351884] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ET'. [2025-10-09T22:47:43.352176] [INFO ] [FORECASTER] Starting predict_future for ET [2025-10-09T22:47:43.378375] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:43.379101] [DEBUG] [LOCAL ] No optimal features file found for ET: ./output/feature-sets/ET.txt [2025-10-09T22:47:43.379155] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:43.379188] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:43.379215] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:43.379270] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:43.397527] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:43.398133] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:43.398216] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:43.398249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:43.432461] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:43.432567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:43.432604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:43.432633] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:43.435881] [DEBUG] [FORECASTER] ET: Forecast T+1@11:T+2@11: DOWN (p=21.24%) [2025-10-09T22:47:43.436145] [INFO ] [FORECASTER] Completed predict_future for ET [2025-10-09T22:47:43.436296] [INFO ] [sig ] ET: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:43.578438] [INFO ] [LOCAL ] Saved forecast: ET 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ET.txt [2025-10-09T22:47:43.578667] [WARN ] [sig ] [723/2211] Failed ET after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:43.578746] [INFO ] [sig ] [724/2211] Forecasting ETB... [2025-10-09T22:47:43.578785] [INFO ] [sig ] Generating forecast for: ETB [2025-10-09T22:47:43.578816] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETB' from 'https://tdm.silogroup.org/data/derivative_storage/ETB.csv'. [2025-10-09T22:47:43.588388] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETB'. [2025-10-09T22:47:43.588688] [INFO ] [FORECASTER] Starting predict_future for ETB [2025-10-09T22:47:43.614402] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:43.615163] [DEBUG] [LOCAL ] No optimal features file found for ETB: ./output/feature-sets/ETB.txt [2025-10-09T22:47:43.615223] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:43.615258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:43.615287] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:43.615344] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:43.633236] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:43.633859] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:43.633945] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:43.633979] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:43.667293] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:43.667393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:43.667428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:43.667455] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:43.670713] [DEBUG] [FORECASTER] ETB: Forecast T+1@11:T+2@11: UP (p=53.50%) [2025-10-09T22:47:43.670980] [INFO ] [FORECASTER] Completed predict_future for ETB [2025-10-09T22:47:43.671113] [INFO ] [sig ] ETB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:43.813303] [INFO ] [LOCAL ] Saved forecast: ETB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ETB.txt [2025-10-09T22:47:43.813518] [WARN ] [sig ] [724/2211] Failed ETB after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:43.813595] [INFO ] [sig ] [725/2211] Forecasting ETD... [2025-10-09T22:47:43.813635] [INFO ] [sig ] Generating forecast for: ETD [2025-10-09T22:47:43.813710] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETD' from 'https://tdm.silogroup.org/data/derivative_storage/ETD.csv'. [2025-10-09T22:47:43.824764] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETD'. [2025-10-09T22:47:43.825138] [INFO ] [FORECASTER] Starting predict_future for ETD [2025-10-09T22:47:43.850921] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:43.851634] [DEBUG] [LOCAL ] No optimal features file found for ETD: ./output/feature-sets/ETD.txt [2025-10-09T22:47:43.851714] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:43.851752] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:43.851779] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:43.851835] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:43.869183] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:43.869862] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:43.869949] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:43.869983] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:43.902153] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:43.902351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:43.902397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:43.902427] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:43.906068] [DEBUG] [FORECASTER] ETD: Forecast T+1@11:T+2@11: DOWN (p=38.67%) [2025-10-09T22:47:43.906376] [INFO ] [FORECASTER] Completed predict_future for ETD [2025-10-09T22:47:43.906526] [INFO ] [sig ] ETD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:44.049893] [INFO ] [LOCAL ] Saved forecast: ETD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ETD.txt [2025-10-09T22:47:44.050193] [WARN ] [sig ] [725/2211] Failed ETD after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:44.050244] [INFO ] [sig ] [726/2211] Forecasting ETG... [2025-10-09T22:47:44.050298] [INFO ] [sig ] Generating forecast for: ETG [2025-10-09T22:47:44.050340] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETG' from 'https://tdm.silogroup.org/data/derivative_storage/ETG.csv'. [2025-10-09T22:47:44.060182] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETG'. [2025-10-09T22:47:44.060464] [INFO ] [FORECASTER] Starting predict_future for ETG [2025-10-09T22:47:44.085958] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:44.086636] [DEBUG] [LOCAL ] No optimal features file found for ETG: ./output/feature-sets/ETG.txt [2025-10-09T22:47:44.086716] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:44.086752] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:44.086779] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:44.086835] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:44.104338] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:44.104920] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:44.105005] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:44.105038] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:44.144175] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:44.144283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:44.144321] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:44.144351] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:44.148915] [DEBUG] [FORECASTER] ETG: Forecast T+1@11:T+2@11: UP (p=74.64%) [2025-10-09T22:47:44.149193] [INFO ] [FORECASTER] Completed predict_future for ETG [2025-10-09T22:47:44.149362] [INFO ] [sig ] ETG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:44.308604] [INFO ] [LOCAL ] Saved forecast: ETG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ETG.txt [2025-10-09T22:47:44.309057] [WARN ] [sig ] [726/2211] Failed ETG after 0.3s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:44.309152] [INFO ] [sig ] [727/2211] Forecasting ETJ... [2025-10-09T22:47:44.309195] [INFO ] [sig ] Generating forecast for: ETJ [2025-10-09T22:47:44.309228] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETJ' from 'https://tdm.silogroup.org/data/derivative_storage/ETJ.csv'. [2025-10-09T22:47:44.322472] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETJ'. [2025-10-09T22:47:44.322993] [INFO ] [FORECASTER] Starting predict_future for ETJ [2025-10-09T22:47:44.358043] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:44.358930] [DEBUG] [LOCAL ] No optimal features file found for ETJ: ./output/feature-sets/ETJ.txt [2025-10-09T22:47:44.358987] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:44.359045] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:44.359078] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:44.359136] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:44.377138] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:44.377956] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:44.378048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:44.378083] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:44.413719] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:44.413918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:44.413965] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:44.413995] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:44.417767] [DEBUG] [FORECASTER] ETJ: Forecast T+1@11:T+2@11: UP (p=62.81%) [2025-10-09T22:47:44.418075] [INFO ] [FORECASTER] Completed predict_future for ETJ [2025-10-09T22:47:44.418228] [INFO ] [sig ] ETJ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:44.568610] [INFO ] [LOCAL ] Saved forecast: ETJ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ETJ.txt [2025-10-09T22:47:44.568973] [WARN ] [sig ] [727/2211] Failed ETJ after 0.3s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:44.569088] [INFO ] [sig ] [728/2211] Forecasting ETN... [2025-10-09T22:47:44.569151] [INFO ] [sig ] Generating forecast for: ETN [2025-10-09T22:47:44.569210] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETN' from 'https://tdm.silogroup.org/data/derivative_storage/ETN.csv'. [2025-10-09T22:47:44.580025] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETN'. [2025-10-09T22:47:44.580495] [INFO ] [FORECASTER] Starting predict_future for ETN [2025-10-09T22:47:44.608782] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:44.609669] [DEBUG] [LOCAL ] No optimal features file found for ETN: ./output/feature-sets/ETN.txt [2025-10-09T22:47:44.609731] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:44.609768] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:44.609797] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:44.609854] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:44.629540] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:44.630177] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:44.630264] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:44.630298] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:44.667901] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:44.667984] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:44.668019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:44.668048] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:44.671085] [DEBUG] [FORECASTER] ETN: Forecast T+1@11:T+2@11: UP (p=96.86%) [2025-10-09T22:47:44.671342] [INFO ] [FORECASTER] Completed predict_future for ETN [2025-10-09T22:47:44.671472] [INFO ] [sig ] ETN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:44.822069] [INFO ] [LOCAL ] Saved forecast: ETN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ETN.txt [2025-10-09T22:47:44.822332] [WARN ] [sig ] [728/2211] Failed ETN after 0.3s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:44.822413] [INFO ] [sig ] [729/2211] Forecasting ETO... [2025-10-09T22:47:44.822452] [INFO ] [sig ] Generating forecast for: ETO [2025-10-09T22:47:44.822483] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETO' from 'https://tdm.silogroup.org/data/derivative_storage/ETO.csv'. [2025-10-09T22:47:44.832932] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETO'. [2025-10-09T22:47:44.833356] [INFO ] [FORECASTER] Starting predict_future for ETO [2025-10-09T22:47:44.860072] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:44.860886] [DEBUG] [LOCAL ] No optimal features file found for ETO: ./output/feature-sets/ETO.txt [2025-10-09T22:47:44.860942] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:44.861061] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:44.861130] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:44.861239] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:44.879040] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:44.879860] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:44.879955] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:44.879991] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:44.913828] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:44.914043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:44.914091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:44.914123] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:44.918373] [DEBUG] [FORECASTER] ETO: Forecast T+1@11:T+2@11: UP (p=95.48%) [2025-10-09T22:47:44.918753] [INFO ] [FORECASTER] Completed predict_future for ETO [2025-10-09T22:47:44.918905] [INFO ] [sig ] ETO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:45.076508] [INFO ] [LOCAL ] Saved forecast: ETO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ETO.txt [2025-10-09T22:47:45.076837] [WARN ] [sig ] [729/2211] Failed ETO after 0.3s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:45.076928] [INFO ] [sig ] [730/2211] Forecasting ETR... [2025-10-09T22:47:45.076975] [INFO ] [sig ] Generating forecast for: ETR [2025-10-09T22:47:45.077017] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETR' from 'https://tdm.silogroup.org/data/derivative_storage/ETR.csv'. [2025-10-09T22:47:45.086699] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETR'. [2025-10-09T22:47:45.086998] [INFO ] [FORECASTER] Starting predict_future for ETR [2025-10-09T22:47:45.112147] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:45.112873] [DEBUG] [LOCAL ] No optimal features file found for ETR: ./output/feature-sets/ETR.txt [2025-10-09T22:47:45.112932] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:45.112966] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:45.112993] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:45.113048] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:45.130553] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:45.131120] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:45.131202] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:45.131235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:45.166460] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:45.166563] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:45.166599] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:45.166626] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:45.169865] [DEBUG] [FORECASTER] ETR: Forecast T+1@11:T+2@11: DOWN (p=44.43%) [2025-10-09T22:47:45.170134] [INFO ] [FORECASTER] Completed predict_future for ETR [2025-10-09T22:47:45.170262] [INFO ] [sig ] ETR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:45.317572] [INFO ] [LOCAL ] Saved forecast: ETR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ETR.txt [2025-10-09T22:47:45.317878] [WARN ] [sig ] [730/2211] Failed ETR after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:45.317958] [INFO ] [sig ] [731/2211] Forecasting ETV... [2025-10-09T22:47:45.317997] [INFO ] [sig ] Generating forecast for: ETV [2025-10-09T22:47:45.318028] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETV' from 'https://tdm.silogroup.org/data/derivative_storage/ETV.csv'. [2025-10-09T22:47:45.323011] [WARN ] [REMOTE ] Historical data not found for symbol 'ETV' (404). [2025-10-09T22:47:45.323209] [FATAL] [sig ] ETV: No historical data fetched. [2025-10-09T22:47:45.323304] [WARN ] [sig ] [731/2211] Failed ETV after 0.0s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:45.323379] [INFO ] [sig ] [732/2211] Forecasting ETW... [2025-10-09T22:47:45.323420] [INFO ] [sig ] Generating forecast for: ETW [2025-10-09T22:47:45.323450] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETW' from 'https://tdm.silogroup.org/data/derivative_storage/ETW.csv'. [2025-10-09T22:47:45.332300] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETW'. [2025-10-09T22:47:45.332597] [INFO ] [FORECASTER] Starting predict_future for ETW [2025-10-09T22:47:45.359761] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:45.360509] [DEBUG] [LOCAL ] No optimal features file found for ETW: ./output/feature-sets/ETW.txt [2025-10-09T22:47:45.360565] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:45.360600] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:45.360628] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:45.360723] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:45.378453] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:45.379079] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:45.379182] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:45.379236] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:45.414288] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:45.414374] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:45.414410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:45.414438] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:45.417533] [DEBUG] [FORECASTER] ETW: Forecast T+1@11:T+2@11: UP (p=90.58%) [2025-10-09T22:47:45.417850] [INFO ] [FORECASTER] Completed predict_future for ETW [2025-10-09T22:47:45.417985] [INFO ] [sig ] ETW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:45.564905] [INFO ] [LOCAL ] Saved forecast: ETW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ETW.txt [2025-10-09T22:47:45.565166] [WARN ] [sig ] [732/2211] Failed ETW after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:45.565245] [INFO ] [sig ] [733/2211] Forecasting ETX... [2025-10-09T22:47:45.565284] [INFO ] [sig ] Generating forecast for: ETX [2025-10-09T22:47:45.565315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETX' from 'https://tdm.silogroup.org/data/derivative_storage/ETX.csv'. [2025-10-09T22:47:45.574040] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'ETX'. [2025-10-09T22:47:45.574324] [INFO ] [FORECASTER] Starting predict_future for ETX [2025-10-09T22:47:45.600094] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:45.600855] [DEBUG] [LOCAL ] No optimal features file found for ETX: ./output/feature-sets/ETX.txt [2025-10-09T22:47:45.600911] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:45.600980] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:45.601031] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:45.601092] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:45.618638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:45.619214] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:45.619299] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:45.619333] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:45.652870] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:45.653194] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:45.653236] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:45.653267] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:45.659929] [DEBUG] [FORECASTER] ETX: Forecast T+1@11:T+2@11: UP (p=97.43%) [2025-10-09T22:47:45.660199] [INFO ] [FORECASTER] Completed predict_future for ETX [2025-10-09T22:47:45.660332] [INFO ] [sig ] ETX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:45.808804] [INFO ] [LOCAL ] Saved forecast: ETX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ETX.txt [2025-10-09T22:47:45.809049] [WARN ] [sig ] [733/2211] Failed ETX after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:45.809126] [INFO ] [sig ] [734/2211] Forecasting ETY... [2025-10-09T22:47:45.809166] [INFO ] [sig ] Generating forecast for: ETY [2025-10-09T22:47:45.809197] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ETY' from 'https://tdm.silogroup.org/data/derivative_storage/ETY.csv'. [2025-10-09T22:47:45.818756] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ETY'. [2025-10-09T22:47:45.819036] [INFO ] [FORECASTER] Starting predict_future for ETY [2025-10-09T22:47:45.844797] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:45.845484] [DEBUG] [LOCAL ] No optimal features file found for ETY: ./output/feature-sets/ETY.txt [2025-10-09T22:47:45.845540] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:45.845574] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:45.845603] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:45.845682] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:45.863582] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:45.864165] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:45.864250] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:45.864283] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:45.898123] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:45.898205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:45.898241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:45.898270] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:45.901299] [DEBUG] [FORECASTER] ETY: Forecast T+1@11:T+2@11: DOWN (p=23.52%) [2025-10-09T22:47:45.901562] [INFO ] [FORECASTER] Completed predict_future for ETY [2025-10-09T22:47:45.901724] [INFO ] [sig ] ETY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:46.045320] [INFO ] [LOCAL ] Saved forecast: ETY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ETY.txt [2025-10-09T22:47:46.045535] [WARN ] [sig ] [734/2211] Failed ETY after 0.2s | 4.51 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:46.045608] [INFO ] [sig ] [735/2211] Forecasting EVC... [2025-10-09T22:47:46.045679] [INFO ] [sig ] Generating forecast for: EVC [2025-10-09T22:47:46.045732] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVC' from 'https://tdm.silogroup.org/data/derivative_storage/EVC.csv'. [2025-10-09T22:47:46.054980] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVC'. [2025-10-09T22:47:46.055247] [INFO ] [FORECASTER] Starting predict_future for EVC [2025-10-09T22:47:46.081310] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:46.082056] [DEBUG] [LOCAL ] No optimal features file found for EVC: ./output/feature-sets/EVC.txt [2025-10-09T22:47:46.082112] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:46.082147] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:46.082176] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:46.082233] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:46.100086] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:46.100635] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:46.100742] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:46.100780] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:46.136988] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:46.137080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:46.137116] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:46.137145] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:46.140361] [DEBUG] [FORECASTER] EVC: Forecast T+1@11:T+2@11: UP (p=82.12%) [2025-10-09T22:47:46.140626] [INFO ] [FORECASTER] Completed predict_future for EVC [2025-10-09T22:47:46.140796] [INFO ] [sig ] EVC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:46.290025] [INFO ] [LOCAL ] Saved forecast: EVC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EVC.txt [2025-10-09T22:47:46.290295] [WARN ] [sig ] [735/2211] Failed EVC after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:46.290378] [INFO ] [sig ] [736/2211] Forecasting EVEX... [2025-10-09T22:47:46.290419] [INFO ] [sig ] Generating forecast for: EVEX [2025-10-09T22:47:46.290451] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVEX' from 'https://tdm.silogroup.org/data/derivative_storage/EVEX.csv'. [2025-10-09T22:47:46.300388] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVEX'. [2025-10-09T22:47:46.300682] [INFO ] [FORECASTER] Starting predict_future for EVEX [2025-10-09T22:47:46.326371] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:46.327114] [DEBUG] [LOCAL ] No optimal features file found for EVEX: ./output/feature-sets/EVEX.txt [2025-10-09T22:47:46.327169] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:46.327203] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:46.327230] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:46.327287] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:46.344458] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:46.345111] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:46.345192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:46.345225] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:46.382408] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:46.382514] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:46.382550] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:46.382578] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:46.385811] [DEBUG] [FORECASTER] EVEX: Forecast T+1@11:T+2@11: DOWN (p=39.48%) [2025-10-09T22:47:46.386082] [INFO ] [FORECASTER] Completed predict_future for EVEX [2025-10-09T22:47:46.386211] [INFO ] [sig ] EVEX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:46.528949] [INFO ] [LOCAL ] Saved forecast: EVEX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EVEX.txt [2025-10-09T22:47:46.529178] [WARN ] [sig ] [736/2211] Failed EVEX after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:46.529252] [INFO ] [sig ] [737/2211] Forecasting EVF... [2025-10-09T22:47:46.529291] [INFO ] [sig ] Generating forecast for: EVF [2025-10-09T22:47:46.529337] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVF' from 'https://tdm.silogroup.org/data/derivative_storage/EVF.csv'. [2025-10-09T22:47:46.538515] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVF'. [2025-10-09T22:47:46.538813] [INFO ] [FORECASTER] Starting predict_future for EVF [2025-10-09T22:47:46.564580] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:46.565367] [DEBUG] [LOCAL ] No optimal features file found for EVF: ./output/feature-sets/EVF.txt [2025-10-09T22:47:46.565427] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:46.565462] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:46.565491] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:46.565550] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:46.583425] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:46.584056] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:46.584140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:46.584176] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:46.614551] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:46.614629] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:46.614700] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:46.614740] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:46.617777] [DEBUG] [FORECASTER] EVF: Forecast T+1@11:T+2@11: UP (p=96.26%) [2025-10-09T22:47:46.618042] [INFO ] [FORECASTER] Completed predict_future for EVF [2025-10-09T22:47:46.618171] [INFO ] [sig ] EVF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:46.766452] [INFO ] [LOCAL ] Saved forecast: EVF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EVF.txt [2025-10-09T22:47:46.766680] [WARN ] [sig ] [737/2211] Failed EVF after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:46.766761] [INFO ] [sig ] [738/2211] Forecasting EVG... [2025-10-09T22:47:46.766799] [INFO ] [sig ] Generating forecast for: EVG [2025-10-09T22:47:46.766830] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVG' from 'https://tdm.silogroup.org/data/derivative_storage/EVG.csv'. [2025-10-09T22:47:46.776666] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVG'. [2025-10-09T22:47:46.776930] [INFO ] [FORECASTER] Starting predict_future for EVG [2025-10-09T22:47:46.802862] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:46.803577] [DEBUG] [LOCAL ] No optimal features file found for EVG: ./output/feature-sets/EVG.txt [2025-10-09T22:47:46.803632] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:46.803710] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:46.803748] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:46.803807] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:46.821742] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:46.822337] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:46.822423] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:46.822458] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:46.855556] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:46.855679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:46.855733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:46.855765] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:46.858898] [DEBUG] [FORECASTER] EVG: Forecast T+1@11:T+2@11: UP (p=81.18%) [2025-10-09T22:47:46.859165] [INFO ] [FORECASTER] Completed predict_future for EVG [2025-10-09T22:47:46.859295] [INFO ] [sig ] EVG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:47.008722] [INFO ] [LOCAL ] Saved forecast: EVG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EVG.txt [2025-10-09T22:47:47.008954] [WARN ] [sig ] [738/2211] Failed EVG after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.5m [2025-10-09T22:47:47.009031] [INFO ] [sig ] [739/2211] Forecasting EVH... [2025-10-09T22:47:47.009073] [INFO ] [sig ] Generating forecast for: EVH [2025-10-09T22:47:47.009106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVH' from 'https://tdm.silogroup.org/data/derivative_storage/EVH.csv'. [2025-10-09T22:47:47.018713] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVH'. [2025-10-09T22:47:47.019000] [INFO ] [FORECASTER] Starting predict_future for EVH [2025-10-09T22:47:47.046538] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:47.047289] [DEBUG] [LOCAL ] No optimal features file found for EVH: ./output/feature-sets/EVH.txt [2025-10-09T22:47:47.047345] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:47.047379] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:47.047407] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:47.047465] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:47.072008] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:47.072823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:47.072912] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:47.072948] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:47.106731] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:47.106813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:47.106847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:47.106875] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:47.110021] [DEBUG] [FORECASTER] EVH: Forecast T+1@11:T+2@11: UP (p=84.94%) [2025-10-09T22:47:47.110297] [INFO ] [FORECASTER] Completed predict_future for EVH [2025-10-09T22:47:47.110425] [INFO ] [sig ] EVH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:47.258988] [INFO ] [LOCAL ] Saved forecast: EVH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EVH.txt [2025-10-09T22:47:47.259277] [WARN ] [sig ] [739/2211] Failed EVH after 0.3s | 4.50 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T22:47:47.259359] [INFO ] [sig ] [740/2211] Forecasting EVN... [2025-10-09T22:47:47.259399] [INFO ] [sig ] Generating forecast for: EVN [2025-10-09T22:47:47.259430] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVN' from 'https://tdm.silogroup.org/data/derivative_storage/EVN.csv'. [2025-10-09T22:47:47.269743] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVN'. [2025-10-09T22:47:47.270017] [INFO ] [FORECASTER] Starting predict_future for EVN [2025-10-09T22:47:47.296304] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:47.297046] [DEBUG] [LOCAL ] No optimal features file found for EVN: ./output/feature-sets/EVN.txt [2025-10-09T22:47:47.297102] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:47.297169] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:47.297219] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:47.297329] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:47.315623] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:47.316200] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:47.316284] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:47.316318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:47.356218] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:47.356305] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:47.356340] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:47.356368] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:47.359613] [DEBUG] [FORECASTER] EVN: Forecast T+1@11:T+2@11: UP (p=56.41%) [2025-10-09T22:47:47.359916] [INFO ] [FORECASTER] Completed predict_future for EVN [2025-10-09T22:47:47.360055] [INFO ] [sig ] EVN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:47.505977] [INFO ] [LOCAL ] Saved forecast: EVN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EVN.txt [2025-10-09T22:47:47.506250] [WARN ] [sig ] [740/2211] Failed EVN after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T22:47:47.506331] [INFO ] [sig ] [741/2211] Forecasting EVR... [2025-10-09T22:47:47.506371] [INFO ] [sig ] Generating forecast for: EVR [2025-10-09T22:47:47.506402] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVR' from 'https://tdm.silogroup.org/data/derivative_storage/EVR.csv'. [2025-10-09T22:47:47.517507] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVR'. [2025-10-09T22:47:47.517913] [INFO ] [FORECASTER] Starting predict_future for EVR [2025-10-09T22:47:47.546038] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:47.547027] [DEBUG] [LOCAL ] No optimal features file found for EVR: ./output/feature-sets/EVR.txt [2025-10-09T22:47:47.547107] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:47.547179] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:47.547250] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:47.547364] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:47.565551] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:47.566202] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:47.566290] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:47.566326] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:47.608569] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:47.608761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:47.608813] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:47.608843] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:47.612337] [DEBUG] [FORECASTER] EVR: Forecast T+1@11:T+2@11: DOWN (p=29.13%) [2025-10-09T22:47:47.612615] [INFO ] [FORECASTER] Completed predict_future for EVR [2025-10-09T22:47:47.612785] [INFO ] [sig ] EVR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:47.754948] [INFO ] [LOCAL ] Saved forecast: EVR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EVR.txt [2025-10-09T22:47:47.755176] [WARN ] [sig ] [741/2211] Failed EVR after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T22:47:47.755253] [INFO ] [sig ] [742/2211] Forecasting EVT... [2025-10-09T22:47:47.755293] [INFO ] [sig ] Generating forecast for: EVT [2025-10-09T22:47:47.755324] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVT' from 'https://tdm.silogroup.org/data/derivative_storage/EVT.csv'. [2025-10-09T22:47:47.765113] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVT'. [2025-10-09T22:47:47.765424] [INFO ] [FORECASTER] Starting predict_future for EVT [2025-10-09T22:47:47.790668] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:47.791408] [DEBUG] [LOCAL ] No optimal features file found for EVT: ./output/feature-sets/EVT.txt [2025-10-09T22:47:47.791462] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:47.791495] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:47.791522] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:47.791579] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:47.808689] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:47.809253] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:47.809335] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:47.809368] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:47.844416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:47.844512] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:47.844547] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:47.844576] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:47.847768] [DEBUG] [FORECASTER] EVT: Forecast T+1@11:T+2@11: UP (p=57.94%) [2025-10-09T22:47:47.848037] [INFO ] [FORECASTER] Completed predict_future for EVT [2025-10-09T22:47:47.848183] [INFO ] [sig ] EVT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:47.989726] [INFO ] [LOCAL ] Saved forecast: EVT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EVT.txt [2025-10-09T22:47:47.989956] [WARN ] [sig ] [742/2211] Failed EVT after 0.2s | 4.50 sym/s | Total: 2.7m | ETA: 5.4m [2025-10-09T22:47:47.990034] [INFO ] [sig ] [743/2211] Forecasting EVTC... [2025-10-09T22:47:47.990073] [INFO ] [sig ] Generating forecast for: EVTC [2025-10-09T22:47:47.990105] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVTC' from 'https://tdm.silogroup.org/data/derivative_storage/EVTC.csv'. [2025-10-09T22:47:48.000664] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVTC'. [2025-10-09T22:47:48.000982] [INFO ] [FORECASTER] Starting predict_future for EVTC [2025-10-09T22:47:48.026154] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:48.026904] [DEBUG] [LOCAL ] No optimal features file found for EVTC: ./output/feature-sets/EVTC.txt [2025-10-09T22:47:48.026959] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:48.026991] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:48.027018] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:48.027073] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:48.044393] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:48.045066] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:48.045152] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:48.045185] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:48.081992] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:48.082097] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:48.082133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:48.082165] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:48.085344] [DEBUG] [FORECASTER] EVTC: Forecast T+1@11:T+2@11: UP (p=55.79%) [2025-10-09T22:47:48.085611] [INFO ] [FORECASTER] Completed predict_future for EVTC [2025-10-09T22:47:48.086186] [INFO ] [sig ] EVTC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:48.231467] [INFO ] [LOCAL ] Saved forecast: EVTC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EVTC.txt [2025-10-09T22:47:48.231783] [WARN ] [sig ] [743/2211] Failed EVTC after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:48.231867] [INFO ] [sig ] [744/2211] Forecasting EVTL... [2025-10-09T22:47:48.231908] [INFO ] [sig ] Generating forecast for: EVTL [2025-10-09T22:47:48.231940] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVTL' from 'https://tdm.silogroup.org/data/derivative_storage/EVTL.csv'. [2025-10-09T22:47:48.242568] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EVTL'. [2025-10-09T22:47:48.242863] [INFO ] [FORECASTER] Starting predict_future for EVTL [2025-10-09T22:47:48.268773] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:48.269491] [DEBUG] [LOCAL ] No optimal features file found for EVTL: ./output/feature-sets/EVTL.txt [2025-10-09T22:47:48.269545] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:48.269578] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:48.269605] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:48.269682] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:48.286935] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:48.287470] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:48.287555] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:48.287615] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:48.326783] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:48.326905] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:48.326944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:48.326973] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:48.330257] [DEBUG] [FORECASTER] EVTL: Forecast T+1@11:T+2@11: DOWN (p=30.65%) [2025-10-09T22:47:48.330526] [INFO ] [FORECASTER] Completed predict_future for EVTL [2025-10-09T22:47:48.330689] [INFO ] [sig ] EVTL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:48.477624] [INFO ] [LOCAL ] Saved forecast: EVTL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EVTL.txt [2025-10-09T22:47:48.477922] [WARN ] [sig ] [744/2211] Failed EVTL after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:48.478017] [INFO ] [sig ] [745/2211] Forecasting EVTR... [2025-10-09T22:47:48.478074] [INFO ] [sig ] Generating forecast for: EVTR [2025-10-09T22:47:48.478109] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EVTR' from 'https://tdm.silogroup.org/data/derivative_storage/EVTR.csv'. [2025-10-09T22:47:48.488042] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'EVTR'. [2025-10-09T22:47:48.488342] [INFO ] [FORECASTER] Starting predict_future for EVTR [2025-10-09T22:47:48.514420] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:48.515235] [DEBUG] [LOCAL ] No optimal features file found for EVTR: ./output/feature-sets/EVTR.txt [2025-10-09T22:47:48.515313] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:48.515358] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:48.515388] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:48.515445] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:48.533400] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:48.534021] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:48.534107] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:48.534143] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:48.571787] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:48.571937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:48.572000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:48.572031] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:48.575542] [DEBUG] [FORECASTER] EVTR: Forecast T+1@11:T+2@11: DOWN (p=47.22%) [2025-10-09T22:47:48.575859] [INFO ] [FORECASTER] Completed predict_future for EVTR [2025-10-09T22:47:48.576005] [INFO ] [sig ] EVTR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:48.727445] [INFO ] [LOCAL ] Saved forecast: EVTR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EVTR.txt [2025-10-09T22:47:48.727752] [WARN ] [sig ] [745/2211] Failed EVTR after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:48.727839] [INFO ] [sig ] [746/2211] Forecasting EW... [2025-10-09T22:47:48.727880] [INFO ] [sig ] Generating forecast for: EW [2025-10-09T22:47:48.727912] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EW' from 'https://tdm.silogroup.org/data/derivative_storage/EW.csv'. [2025-10-09T22:47:48.738294] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EW'. [2025-10-09T22:47:48.738635] [INFO ] [FORECASTER] Starting predict_future for EW [2025-10-09T22:47:48.764145] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:48.764893] [DEBUG] [LOCAL ] No optimal features file found for EW: ./output/feature-sets/EW.txt [2025-10-09T22:47:48.764948] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:48.764983] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:48.765010] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:48.765066] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:48.782593] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:48.783164] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:48.783246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:48.783279] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:48.817054] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:48.817146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:48.817182] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:48.817209] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:48.820370] [DEBUG] [FORECASTER] EW: Forecast T+1@11:T+2@11: DOWN (p=27.11%) [2025-10-09T22:47:48.820630] [INFO ] [FORECASTER] Completed predict_future for EW [2025-10-09T22:47:48.820802] [INFO ] [sig ] EW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:48.964276] [INFO ] [LOCAL ] Saved forecast: EW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/EW.txt [2025-10-09T22:47:48.964542] [WARN ] [sig ] [746/2211] Failed EW after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:48.964621] [INFO ] [sig ] [747/2211] Forecasting EXG... [2025-10-09T22:47:48.964693] [INFO ] [sig ] Generating forecast for: EXG [2025-10-09T22:47:48.964737] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXG' from 'https://tdm.silogroup.org/data/derivative_storage/EXG.csv'. [2025-10-09T22:47:48.974531] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EXG'. [2025-10-09T22:47:48.974808] [INFO ] [FORECASTER] Starting predict_future for EXG [2025-10-09T22:47:49.000153] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:49.000936] [DEBUG] [LOCAL ] No optimal features file found for EXG: ./output/feature-sets/EXG.txt [2025-10-09T22:47:49.000993] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:49.001026] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:49.001069] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:49.001126] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:49.018357] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:49.018923] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:49.019005] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:49.019039] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:49.054084] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:49.054176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:49.054213] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:49.054240] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:49.057429] [DEBUG] [FORECASTER] EXG: Forecast T+1@11:T+2@11: UP (p=51.58%) [2025-10-09T22:47:49.057771] [INFO ] [FORECASTER] Completed predict_future for EXG [2025-10-09T22:47:49.057908] [INFO ] [sig ] EXG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:49.201864] [INFO ] [LOCAL ] Saved forecast: EXG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EXG.txt [2025-10-09T22:47:49.202135] [WARN ] [sig ] [747/2211] Failed EXG after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:49.202215] [INFO ] [sig ] [748/2211] Forecasting EXK... [2025-10-09T22:47:49.202254] [INFO ] [sig ] Generating forecast for: EXK [2025-10-09T22:47:49.202285] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXK' from 'https://tdm.silogroup.org/data/derivative_storage/EXK.csv'. [2025-10-09T22:47:49.212790] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EXK'. [2025-10-09T22:47:49.213195] [INFO ] [FORECASTER] Starting predict_future for EXK [2025-10-09T22:47:49.238508] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:49.239347] [DEBUG] [LOCAL ] No optimal features file found for EXK: ./output/feature-sets/EXK.txt [2025-10-09T22:47:49.239403] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:49.239437] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:49.239465] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:49.239522] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:49.256768] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:49.257309] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:49.257392] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:49.257425] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:49.296922] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:49.297157] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:49.297253] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:49.297289] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:49.301117] [DEBUG] [FORECASTER] EXK: Forecast T+1@11:T+2@11: UP (p=84.99%) [2025-10-09T22:47:49.301406] [INFO ] [FORECASTER] Completed predict_future for EXK [2025-10-09T22:47:49.301548] [INFO ] [sig ] EXK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:49.446027] [INFO ] [LOCAL ] Saved forecast: EXK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EXK.txt [2025-10-09T22:47:49.446294] [WARN ] [sig ] [748/2211] Failed EXK after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:49.446375] [INFO ] [sig ] [749/2211] Forecasting EXP... [2025-10-09T22:47:49.446415] [INFO ] [sig ] Generating forecast for: EXP [2025-10-09T22:47:49.446447] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXP' from 'https://tdm.silogroup.org/data/derivative_storage/EXP.csv'. [2025-10-09T22:47:49.460125] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EXP'. [2025-10-09T22:47:49.460727] [INFO ] [FORECASTER] Starting predict_future for EXP [2025-10-09T22:47:49.496188] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:49.497073] [DEBUG] [LOCAL ] No optimal features file found for EXP: ./output/feature-sets/EXP.txt [2025-10-09T22:47:49.497136] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:49.497172] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:49.497201] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:49.497258] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:49.514659] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:49.515524] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:49.515619] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:49.515690] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:49.554403] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:49.554591] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:49.554635] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:49.554716] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:49.558354] [DEBUG] [FORECASTER] EXP: Forecast T+1@11:T+2@11: UP (p=74.94%) [2025-10-09T22:47:49.558680] [INFO ] [FORECASTER] Completed predict_future for EXP [2025-10-09T22:47:49.558848] [INFO ] [sig ] EXP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:49.711795] [INFO ] [LOCAL ] Saved forecast: EXP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EXP.txt [2025-10-09T22:47:49.712089] [WARN ] [sig ] [749/2211] Failed EXP after 0.3s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:49.712171] [INFO ] [sig ] [750/2211] Forecasting EXPD... [2025-10-09T22:47:49.712215] [INFO ] [sig ] Generating forecast for: EXPD [2025-10-09T22:47:49.712247] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXPD' from 'https://tdm.silogroup.org/data/derivative_storage/EXPD.csv'. [2025-10-09T22:47:49.723780] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EXPD'. [2025-10-09T22:47:49.724153] [INFO ] [FORECASTER] Starting predict_future for EXPD [2025-10-09T22:47:49.749549] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:49.750273] [DEBUG] [LOCAL ] No optimal features file found for EXPD: ./output/feature-sets/EXPD.txt [2025-10-09T22:47:49.750331] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:49.750463] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:49.750538] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:49.750606] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:49.768250] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:49.768823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:49.768907] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:49.768940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:49.804064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:49.804534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:49.804573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:49.804601] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:49.808565] [DEBUG] [FORECASTER] EXPD: Forecast T+1@11:T+2@11: UP (p=94.17%) [2025-10-09T22:47:49.808863] [INFO ] [FORECASTER] Completed predict_future for EXPD [2025-10-09T22:47:49.809003] [INFO ] [sig ] EXPD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:49.950726] [INFO ] [LOCAL ] Saved forecast: EXPD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EXPD.txt [2025-10-09T22:47:49.950987] [WARN ] [sig ] [750/2211] Failed EXPD after 0.2s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:49.951065] [INFO ] [sig ] [751/2211] Forecasting EXR... [2025-10-09T22:47:49.951104] [INFO ] [sig ] Generating forecast for: EXR [2025-10-09T22:47:49.951135] [DEBUG] [REMOTE ] Fetching historical data for symbol 'EXR' from 'https://tdm.silogroup.org/data/derivative_storage/EXR.csv'. [2025-10-09T22:47:49.962458] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'EXR'. [2025-10-09T22:47:49.962857] [INFO ] [FORECASTER] Starting predict_future for EXR [2025-10-09T22:47:49.989836] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:49.990553] [DEBUG] [LOCAL ] No optimal features file found for EXR: ./output/feature-sets/EXR.txt [2025-10-09T22:47:49.990609] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:49.990667] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:49.990720] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:49.990782] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:50.009224] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:50.009831] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:50.009920] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:50.009954] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:50.046756] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:50.046863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:50.046901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:50.046931] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:50.050222] [DEBUG] [FORECASTER] EXR: Forecast T+1@11:T+2@11: UP (p=55.54%) [2025-10-09T22:47:50.050494] [INFO ] [FORECASTER] Completed predict_future for EXR [2025-10-09T22:47:50.050631] [INFO ] [sig ] EXR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:50.202191] [INFO ] [LOCAL ] Saved forecast: EXR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/EXR.txt [2025-10-09T22:47:50.202461] [WARN ] [sig ] [751/2211] Failed EXR after 0.3s | 4.50 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:50.202540] [INFO ] [sig ] [752/2211] Forecasting F... [2025-10-09T22:47:50.202580] [INFO ] [sig ] Generating forecast for: F [2025-10-09T22:47:50.202612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'F' from 'https://tdm.silogroup.org/data/derivative_storage/F.csv'. [2025-10-09T22:47:50.213600] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'F'. [2025-10-09T22:47:50.213933] [INFO ] [FORECASTER] Starting predict_future for F [2025-10-09T22:47:50.240004] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:50.240754] [DEBUG] [LOCAL ] No optimal features file found for F: ./output/feature-sets/F.txt [2025-10-09T22:47:50.240810] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:50.240845] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:50.240873] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:50.240930] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:50.258522] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:50.259112] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:50.259196] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:50.259231] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:50.297015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:50.297197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:50.297276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:50.297344] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:50.301046] [DEBUG] [FORECASTER] F: Forecast T+1@11:T+2@11: UP (p=51.31%) [2025-10-09T22:47:50.301342] [INFO ] [FORECASTER] Completed predict_future for F [2025-10-09T22:47:50.301485] [INFO ] [sig ] F: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:50.454709] [INFO ] [LOCAL ] Saved forecast: F 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/F.txt [2025-10-09T22:47:50.454984] [WARN ] [sig ] [752/2211] Failed F after 0.3s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:50.455073] [INFO ] [sig ] [753/2211] Forecasting FAF... [2025-10-09T22:47:50.455114] [INFO ] [sig ] Generating forecast for: FAF [2025-10-09T22:47:50.455145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FAF' from 'https://tdm.silogroup.org/data/derivative_storage/FAF.csv'. [2025-10-09T22:47:50.465801] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FAF'. [2025-10-09T22:47:50.466091] [INFO ] [FORECASTER] Starting predict_future for FAF [2025-10-09T22:47:50.492003] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:50.492742] [DEBUG] [LOCAL ] No optimal features file found for FAF: ./output/feature-sets/FAF.txt [2025-10-09T22:47:50.492798] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:50.492830] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:50.492856] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:50.492911] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:50.511280] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:50.511896] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:50.511978] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:50.512013] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:50.548263] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:50.548352] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:50.548387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:50.548414] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:50.553532] [DEBUG] [FORECASTER] FAF: Forecast T+1@11:T+2@11: UP (p=78.00%) [2025-10-09T22:47:50.553840] [INFO ] [FORECASTER] Completed predict_future for FAF [2025-10-09T22:47:50.553983] [INFO ] [sig ] FAF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:50.703589] [INFO ] [LOCAL ] Saved forecast: FAF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FAF.txt [2025-10-09T22:47:50.703840] [WARN ] [sig ] [753/2211] Failed FAF after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:50.703922] [INFO ] [sig ] [754/2211] Forecasting FBIN... [2025-10-09T22:47:50.703961] [INFO ] [sig ] Generating forecast for: FBIN [2025-10-09T22:47:50.703993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBIN' from 'https://tdm.silogroup.org/data/derivative_storage/FBIN.csv'. [2025-10-09T22:47:50.713801] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FBIN'. [2025-10-09T22:47:50.714089] [INFO ] [FORECASTER] Starting predict_future for FBIN [2025-10-09T22:47:50.742470] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:50.743266] [DEBUG] [LOCAL ] No optimal features file found for FBIN: ./output/feature-sets/FBIN.txt [2025-10-09T22:47:50.743322] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:50.743356] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:50.743384] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:50.743461] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:50.760756] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:50.761301] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:50.761386] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:50.761419] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:50.796234] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:50.796317] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:50.796353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:50.796380] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:50.799507] [DEBUG] [FORECASTER] FBIN: Forecast T+1@11:T+2@11: UP (p=54.35%) [2025-10-09T22:47:50.799811] [INFO ] [FORECASTER] Completed predict_future for FBIN [2025-10-09T22:47:50.799947] [INFO ] [sig ] FBIN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:50.941728] [INFO ] [LOCAL ] Saved forecast: FBIN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FBIN.txt [2025-10-09T22:47:50.941972] [WARN ] [sig ] [754/2211] Failed FBIN after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:50.942052] [INFO ] [sig ] [755/2211] Forecasting FBK... [2025-10-09T22:47:50.942091] [INFO ] [sig ] Generating forecast for: FBK [2025-10-09T22:47:50.942122] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBK' from 'https://tdm.silogroup.org/data/derivative_storage/FBK.csv'. [2025-10-09T22:47:50.951945] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FBK'. [2025-10-09T22:47:50.952216] [INFO ] [FORECASTER] Starting predict_future for FBK [2025-10-09T22:47:50.977463] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:50.978223] [DEBUG] [LOCAL ] No optimal features file found for FBK: ./output/feature-sets/FBK.txt [2025-10-09T22:47:50.978282] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:50.978315] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:50.978342] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:50.978399] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:50.996245] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:50.996834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:50.996919] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:50.996953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:51.030953] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:51.031040] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:51.031075] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:51.031103] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:51.034154] [DEBUG] [FORECASTER] FBK: Forecast T+1@11:T+2@11: UP (p=98.62%) [2025-10-09T22:47:51.034414] [INFO ] [FORECASTER] Completed predict_future for FBK [2025-10-09T22:47:51.034544] [INFO ] [sig ] FBK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:51.181192] [INFO ] [LOCAL ] Saved forecast: FBK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FBK.txt [2025-10-09T22:47:51.181472] [WARN ] [sig ] [755/2211] Failed FBK after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:51.181553] [INFO ] [sig ] [756/2211] Forecasting FBP... [2025-10-09T22:47:51.181594] [INFO ] [sig ] Generating forecast for: FBP [2025-10-09T22:47:51.181626] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBP' from 'https://tdm.silogroup.org/data/derivative_storage/FBP.csv'. [2025-10-09T22:47:51.192909] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FBP'. [2025-10-09T22:47:51.193298] [INFO ] [FORECASTER] Starting predict_future for FBP [2025-10-09T22:47:51.219481] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:51.220303] [DEBUG] [LOCAL ] No optimal features file found for FBP: ./output/feature-sets/FBP.txt [2025-10-09T22:47:51.220358] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:51.220392] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:51.220421] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:51.220482] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:51.237888] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:51.238546] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:51.238683] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:51.238739] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:51.274615] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:51.274808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:51.274857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:51.274888] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:51.278697] [DEBUG] [FORECASTER] FBP: Forecast T+1@11:T+2@11: UP (p=93.83%) [2025-10-09T22:47:51.278990] [INFO ] [FORECASTER] Completed predict_future for FBP [2025-10-09T22:47:51.279128] [INFO ] [sig ] FBP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:51.446037] [INFO ] [LOCAL ] Saved forecast: FBP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FBP.txt [2025-10-09T22:47:51.446282] [WARN ] [sig ] [756/2211] Failed FBP after 0.3s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:51.446360] [INFO ] [sig ] [757/2211] Forecasting FBRT... [2025-10-09T22:47:51.446399] [INFO ] [sig ] Generating forecast for: FBRT [2025-10-09T22:47:51.446430] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FBRT' from 'https://tdm.silogroup.org/data/derivative_storage/FBRT.csv'. [2025-10-09T22:47:51.456607] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FBRT'. [2025-10-09T22:47:51.456893] [INFO ] [FORECASTER] Starting predict_future for FBRT [2025-10-09T22:47:51.482196] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:51.482908] [DEBUG] [LOCAL ] No optimal features file found for FBRT: ./output/feature-sets/FBRT.txt [2025-10-09T22:47:51.482963] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:51.482996] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:51.483023] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:51.483079] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:51.500498] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:51.501113] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:51.501201] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:51.501234] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:51.531021] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:51.531100] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:51.531135] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:51.531164] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:51.534216] [DEBUG] [FORECASTER] FBRT: Forecast T+1@11:T+2@11: DOWN (p=4.31%) [2025-10-09T22:47:51.534475] [INFO ] [FORECASTER] Completed predict_future for FBRT [2025-10-09T22:47:51.534597] [INFO ] [sig ] FBRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:51.675945] [INFO ] [LOCAL ] Saved forecast: FBRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FBRT.txt [2025-10-09T22:47:51.676172] [WARN ] [sig ] [757/2211] Failed FBRT after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:51.676260] [INFO ] [sig ] [758/2211] Forecasting FC... [2025-10-09T22:47:51.676300] [INFO ] [sig ] Generating forecast for: FC [2025-10-09T22:47:51.676331] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FC' from 'https://tdm.silogroup.org/data/derivative_storage/FC.csv'. [2025-10-09T22:47:51.685968] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FC'. [2025-10-09T22:47:51.686238] [INFO ] [FORECASTER] Starting predict_future for FC [2025-10-09T22:47:51.711584] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:51.712302] [DEBUG] [LOCAL ] No optimal features file found for FC: ./output/feature-sets/FC.txt [2025-10-09T22:47:51.712356] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:51.712389] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:51.712416] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:51.712471] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:51.729936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:51.730488] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:51.730570] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:51.730603] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:51.760100] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:51.760204] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:51.760241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:51.760269] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:51.763451] [DEBUG] [FORECASTER] FC: Forecast T+1@11:T+2@11: UP (p=89.66%) [2025-10-09T22:47:51.763771] [INFO ] [FORECASTER] Completed predict_future for FC [2025-10-09T22:47:51.763908] [INFO ] [sig ] FC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:51.904932] [INFO ] [LOCAL ] Saved forecast: FC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FC.txt [2025-10-09T22:47:51.905193] [WARN ] [sig ] [758/2211] Failed FC after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:51.905277] [INFO ] [sig ] [759/2211] Forecasting FCF... [2025-10-09T22:47:51.905316] [INFO ] [sig ] Generating forecast for: FCF [2025-10-09T22:47:51.905347] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCF' from 'https://tdm.silogroup.org/data/derivative_storage/FCF.csv'. [2025-10-09T22:47:51.915509] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FCF'. [2025-10-09T22:47:51.915882] [INFO ] [FORECASTER] Starting predict_future for FCF [2025-10-09T22:47:51.941524] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:51.942384] [DEBUG] [LOCAL ] No optimal features file found for FCF: ./output/feature-sets/FCF.txt [2025-10-09T22:47:51.942444] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:51.942477] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:51.942504] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:51.942560] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:51.960496] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:51.961369] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:51.961463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:51.961497] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:51.990894] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:51.991067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:51.991109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:51.991159] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:51.994671] [DEBUG] [FORECASTER] FCF: Forecast T+1@11:T+2@11: DOWN (p=28.11%) [2025-10-09T22:47:51.994967] [INFO ] [FORECASTER] Completed predict_future for FCF [2025-10-09T22:47:51.995101] [INFO ] [sig ] FCF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:52.138471] [INFO ] [LOCAL ] Saved forecast: FCF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FCF.txt [2025-10-09T22:47:52.138708] [WARN ] [sig ] [759/2211] Failed FCF after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:52.138787] [INFO ] [sig ] [760/2211] Forecasting FCN... [2025-10-09T22:47:52.138826] [INFO ] [sig ] Generating forecast for: FCN [2025-10-09T22:47:52.138858] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCN' from 'https://tdm.silogroup.org/data/derivative_storage/FCN.csv'. [2025-10-09T22:47:52.148410] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FCN'. [2025-10-09T22:47:52.148707] [INFO ] [FORECASTER] Starting predict_future for FCN [2025-10-09T22:47:52.173798] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:52.174477] [DEBUG] [LOCAL ] No optimal features file found for FCN: ./output/feature-sets/FCN.txt [2025-10-09T22:47:52.174530] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:52.174562] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:52.174589] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:52.174664] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:52.192134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:52.192693] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:52.192777] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:52.192811] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:52.226025] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:52.226140] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:52.226216] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:52.226270] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:52.230570] [DEBUG] [FORECASTER] FCN: Forecast T+1@11:T+2@11: UP (p=91.91%) [2025-10-09T22:47:52.230902] [INFO ] [FORECASTER] Completed predict_future for FCN [2025-10-09T22:47:52.231034] [INFO ] [sig ] FCN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:52.452598] [INFO ] [LOCAL ] Saved forecast: FCN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FCN.txt [2025-10-09T22:47:52.452855] [WARN ] [sig ] [760/2211] Failed FCN after 0.3s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:52.452907] [INFO ] [sig ] [761/2211] Forecasting FCPT... [2025-10-09T22:47:52.452939] [INFO ] [sig ] Generating forecast for: FCPT [2025-10-09T22:47:52.452969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCPT' from 'https://tdm.silogroup.org/data/derivative_storage/FCPT.csv'. [2025-10-09T22:47:52.466939] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FCPT'. [2025-10-09T22:47:52.467220] [INFO ] [FORECASTER] Starting predict_future for FCPT [2025-10-09T22:47:52.493279] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:52.494013] [DEBUG] [LOCAL ] No optimal features file found for FCPT: ./output/feature-sets/FCPT.txt [2025-10-09T22:47:52.494072] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:52.494107] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:52.494135] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:52.494191] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:52.511915] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:52.512517] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:52.512600] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:52.512635] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:52.547489] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:52.547721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:52.547781] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:52.547814] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:52.551679] [DEBUG] [FORECASTER] FCPT: Forecast T+1@11:T+2@11: UP (p=97.93%) [2025-10-09T22:47:52.551989] [INFO ] [FORECASTER] Completed predict_future for FCPT [2025-10-09T22:47:52.552154] [INFO ] [sig ] FCPT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:52.694821] [INFO ] [LOCAL ] Saved forecast: FCPT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FCPT.txt [2025-10-09T22:47:52.695084] [WARN ] [sig ] [761/2211] Failed FCPT after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:52.695160] [INFO ] [sig ] [762/2211] Forecasting FCT... [2025-10-09T22:47:52.695200] [INFO ] [sig ] Generating forecast for: FCT [2025-10-09T22:47:52.695232] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCT' from 'https://tdm.silogroup.org/data/derivative_storage/FCT.csv'. [2025-10-09T22:47:52.705536] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FCT'. [2025-10-09T22:47:52.705853] [INFO ] [FORECASTER] Starting predict_future for FCT [2025-10-09T22:47:52.731696] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:52.732411] [DEBUG] [LOCAL ] No optimal features file found for FCT: ./output/feature-sets/FCT.txt [2025-10-09T22:47:52.732465] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:52.732499] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:52.732527] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:52.732584] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:52.750577] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:52.751225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:52.751463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:52.751501] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:52.790423] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:52.790534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:52.790573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:52.790603] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:52.793921] [DEBUG] [FORECASTER] FCT: Forecast T+1@11:T+2@11: UP (p=98.60%) [2025-10-09T22:47:52.794207] [INFO ] [FORECASTER] Completed predict_future for FCT [2025-10-09T22:47:52.794352] [INFO ] [sig ] FCT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:52.937608] [INFO ] [LOCAL ] Saved forecast: FCT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FCT.txt [2025-10-09T22:47:52.937867] [WARN ] [sig ] [762/2211] Failed FCT after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:52.937946] [INFO ] [sig ] [763/2211] Forecasting FCX... [2025-10-09T22:47:52.937985] [INFO ] [sig ] Generating forecast for: FCX [2025-10-09T22:47:52.938017] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FCX' from 'https://tdm.silogroup.org/data/derivative_storage/FCX.csv'. [2025-10-09T22:47:52.947629] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FCX'. [2025-10-09T22:47:52.947976] [INFO ] [FORECASTER] Starting predict_future for FCX [2025-10-09T22:47:52.973600] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:52.974372] [DEBUG] [LOCAL ] No optimal features file found for FCX: ./output/feature-sets/FCX.txt [2025-10-09T22:47:52.974427] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:52.974462] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:52.974488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:52.974544] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:52.992638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:52.993246] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:52.993332] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:52.993368] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:53.037770] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:53.038476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:53.038564] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:53.038626] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:53.043470] [DEBUG] [FORECASTER] FCX: Forecast T+1@11:T+2@11: UP (p=67.43%) [2025-10-09T22:47:53.043822] [INFO ] [FORECASTER] Completed predict_future for FCX [2025-10-09T22:47:53.043993] [INFO ] [sig ] FCX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:53.205694] [INFO ] [LOCAL ] Saved forecast: FCX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FCX.txt [2025-10-09T22:47:53.205973] [WARN ] [sig ] [763/2211] Failed FCX after 0.3s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:53.206063] [INFO ] [sig ] [764/2211] Forecasting FDP... [2025-10-09T22:47:53.206104] [INFO ] [sig ] Generating forecast for: FDP [2025-10-09T22:47:53.206136] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FDP' from 'https://tdm.silogroup.org/data/derivative_storage/FDP.csv'. [2025-10-09T22:47:53.218835] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FDP'. [2025-10-09T22:47:53.219184] [INFO ] [FORECASTER] Starting predict_future for FDP [2025-10-09T22:47:53.244923] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:53.245611] [DEBUG] [LOCAL ] No optimal features file found for FDP: ./output/feature-sets/FDP.txt [2025-10-09T22:47:53.245691] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:53.245775] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:53.245813] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:53.245872] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:53.263077] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:53.263631] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:53.263736] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:53.263773] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:53.298463] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:53.298557] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:53.298592] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:53.298620] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:53.301737] [DEBUG] [FORECASTER] FDP: Forecast T+1@11:T+2@11: DOWN (p=32.46%) [2025-10-09T22:47:53.301999] [INFO ] [FORECASTER] Completed predict_future for FDP [2025-10-09T22:47:53.302127] [INFO ] [sig ] FDP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:53.445253] [INFO ] [LOCAL ] Saved forecast: FDP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FDP.txt [2025-10-09T22:47:53.445504] [WARN ] [sig ] [764/2211] Failed FDP after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:53.445595] [INFO ] [sig ] [765/2211] Forecasting FDS... [2025-10-09T22:47:53.445637] [INFO ] [sig ] Generating forecast for: FDS [2025-10-09T22:47:53.445725] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FDS' from 'https://tdm.silogroup.org/data/derivative_storage/FDS.csv'. [2025-10-09T22:47:53.455509] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FDS'. [2025-10-09T22:47:53.455804] [INFO ] [FORECASTER] Starting predict_future for FDS [2025-10-09T22:47:53.482247] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:53.483010] [DEBUG] [LOCAL ] No optimal features file found for FDS: ./output/feature-sets/FDS.txt [2025-10-09T22:47:53.483068] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:53.483102] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:53.483130] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:53.483190] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:53.501433] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:53.502073] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:53.502158] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:53.502192] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:53.538711] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:53.538800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:53.538837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:53.538865] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:53.542004] [DEBUG] [FORECASTER] FDS: Forecast T+1@11:T+2@11: UP (p=85.23%) [2025-10-09T22:47:53.542275] [INFO ] [FORECASTER] Completed predict_future for FDS [2025-10-09T22:47:53.542400] [INFO ] [sig ] FDS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:53.691237] [INFO ] [LOCAL ] Saved forecast: FDS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FDS.txt [2025-10-09T22:47:53.691487] [WARN ] [sig ] [765/2211] Failed FDS after 0.2s | 4.49 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:53.691569] [INFO ] [sig ] [766/2211] Forecasting FDX... [2025-10-09T22:47:53.691609] [INFO ] [sig ] Generating forecast for: FDX [2025-10-09T22:47:53.691662] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FDX' from 'https://tdm.silogroup.org/data/derivative_storage/FDX.csv'. [2025-10-09T22:47:53.701994] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FDX'. [2025-10-09T22:47:53.702430] [INFO ] [FORECASTER] Starting predict_future for FDX [2025-10-09T22:47:53.729421] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:53.730324] [DEBUG] [LOCAL ] No optimal features file found for FDX: ./output/feature-sets/FDX.txt [2025-10-09T22:47:53.730381] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:53.730417] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:53.730447] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:53.730505] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:53.748767] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:53.749319] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:53.749404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:53.749438] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:53.786247] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:53.786399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:53.786456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:53.786488] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:53.789933] [DEBUG] [FORECASTER] FDX: Forecast T+1@11:T+2@11: UP (p=81.16%) [2025-10-09T22:47:53.790214] [INFO ] [FORECASTER] Completed predict_future for FDX [2025-10-09T22:47:53.790345] [INFO ] [sig ] FDX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:53.937134] [INFO ] [LOCAL ] Saved forecast: FDX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FDX.txt [2025-10-09T22:47:53.937341] [WARN ] [sig ] [766/2211] Failed FDX after 0.2s | 4.48 sym/s | Total: 2.8m | ETA: 5.4m [2025-10-09T22:47:53.937417] [INFO ] [sig ] [767/2211] Forecasting FE... [2025-10-09T22:47:53.937457] [INFO ] [sig ] Generating forecast for: FE [2025-10-09T22:47:53.937490] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FE' from 'https://tdm.silogroup.org/data/derivative_storage/FE.csv'. [2025-10-09T22:47:53.947101] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FE'. [2025-10-09T22:47:53.947371] [INFO ] [FORECASTER] Starting predict_future for FE [2025-10-09T22:47:53.972556] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:53.973264] [DEBUG] [LOCAL ] No optimal features file found for FE: ./output/feature-sets/FE.txt [2025-10-09T22:47:53.973318] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:53.973350] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:53.973377] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:53.973432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:53.991207] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:53.991797] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:53.991878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:53.991912] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:54.023671] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:54.023753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:54.023789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:54.023817] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:54.029587] [DEBUG] [FORECASTER] FE: Forecast T+1@11:T+2@11: UP (p=96.95%) [2025-10-09T22:47:54.029927] [INFO ] [FORECASTER] Completed predict_future for FE [2025-10-09T22:47:54.030087] [INFO ] [sig ] FE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:54.179106] [INFO ] [LOCAL ] Saved forecast: FE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FE.txt [2025-10-09T22:47:54.179339] [WARN ] [sig ] [767/2211] Failed FE after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T22:47:54.179416] [INFO ] [sig ] [768/2211] Forecasting FERG... [2025-10-09T22:47:54.179456] [INFO ] [sig ] Generating forecast for: FERG [2025-10-09T22:47:54.179487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FERG' from 'https://tdm.silogroup.org/data/derivative_storage/FERG.csv'. [2025-10-09T22:47:54.188946] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FERG'. [2025-10-09T22:47:54.189240] [INFO ] [FORECASTER] Starting predict_future for FERG [2025-10-09T22:47:54.215720] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:54.216464] [DEBUG] [LOCAL ] No optimal features file found for FERG: ./output/feature-sets/FERG.txt [2025-10-09T22:47:54.216519] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:54.216555] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:54.216585] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:54.216662] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:54.234893] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:54.235451] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:54.235534] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:54.235567] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:54.276016] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:54.276139] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:54.276177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:54.276207] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:54.279664] [DEBUG] [FORECASTER] FERG: Forecast T+1@11:T+2@11: DOWN (p=42.63%) [2025-10-09T22:47:54.279952] [INFO ] [FORECASTER] Completed predict_future for FERG [2025-10-09T22:47:54.280081] [INFO ] [sig ] FERG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:54.427325] [INFO ] [LOCAL ] Saved forecast: FERG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FERG.txt [2025-10-09T22:47:54.427533] [WARN ] [sig ] [768/2211] Failed FERG after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T22:47:54.427632] [INFO ] [sig ] [769/2211] Forecasting FET... [2025-10-09T22:47:54.427711] [INFO ] [sig ] Generating forecast for: FET [2025-10-09T22:47:54.427748] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FET' from 'https://tdm.silogroup.org/data/derivative_storage/FET.csv'. [2025-10-09T22:47:54.437056] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FET'. [2025-10-09T22:47:54.437341] [INFO ] [FORECASTER] Starting predict_future for FET [2025-10-09T22:47:54.462629] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:54.463345] [DEBUG] [LOCAL ] No optimal features file found for FET: ./output/feature-sets/FET.txt [2025-10-09T22:47:54.463399] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:54.463433] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:54.463461] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:54.463516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:54.481288] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:54.481878] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:54.481960] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:54.481995] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:54.513688] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:54.513785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:54.513821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:54.513849] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:54.516939] [DEBUG] [FORECASTER] FET: Forecast T+1@11:T+2@11: UP (p=84.52%) [2025-10-09T22:47:54.517202] [INFO ] [FORECASTER] Completed predict_future for FET [2025-10-09T22:47:54.517324] [INFO ] [sig ] FET: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:54.662394] [INFO ] [LOCAL ] Saved forecast: FET 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FET.txt [2025-10-09T22:47:54.662604] [WARN ] [sig ] [769/2211] Failed FET after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T22:47:54.662701] [INFO ] [sig ] [770/2211] Forecasting FF... [2025-10-09T22:47:54.662743] [INFO ] [sig ] Generating forecast for: FF [2025-10-09T22:47:54.662775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FF' from 'https://tdm.silogroup.org/data/derivative_storage/FF.csv'. [2025-10-09T22:47:54.672143] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FF'. [2025-10-09T22:47:54.672439] [INFO ] [FORECASTER] Starting predict_future for FF [2025-10-09T22:47:54.697953] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:54.698720] [DEBUG] [LOCAL ] No optimal features file found for FF: ./output/feature-sets/FF.txt [2025-10-09T22:47:54.698775] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:54.698808] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:54.698835] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:54.698891] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:54.716690] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:54.717241] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:54.717329] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:54.717363] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:54.742586] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:54.742697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:54.742747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:54.742779] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:54.746002] [DEBUG] [FORECASTER] FF: Forecast T+1@11:T+2@11: UP (p=89.00%) [2025-10-09T22:47:54.746270] [INFO ] [FORECASTER] Completed predict_future for FF [2025-10-09T22:47:54.746399] [INFO ] [sig ] FF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:54.901679] [INFO ] [LOCAL ] Saved forecast: FF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FF.txt [2025-10-09T22:47:54.901924] [WARN ] [sig ] [770/2211] Failed FF after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T22:47:54.902003] [INFO ] [sig ] [771/2211] Forecasting FFA... [2025-10-09T22:47:54.902045] [INFO ] [sig ] Generating forecast for: FFA [2025-10-09T22:47:54.902077] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FFA' from 'https://tdm.silogroup.org/data/derivative_storage/FFA.csv'. [2025-10-09T22:47:54.911928] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FFA'. [2025-10-09T22:47:54.912205] [INFO ] [FORECASTER] Starting predict_future for FFA [2025-10-09T22:47:54.937935] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:54.938639] [DEBUG] [LOCAL ] No optimal features file found for FFA: ./output/feature-sets/FFA.txt [2025-10-09T22:47:54.938721] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:54.938756] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:54.938783] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:54.938841] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:54.957086] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:54.957784] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:54.957871] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:54.957905] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:54.982638] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:54.982743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:54.982781] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:54.982810] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:54.985918] [DEBUG] [FORECASTER] FFA: Forecast T+1@11:T+2@11: UP (p=72.74%) [2025-10-09T22:47:54.986186] [INFO ] [FORECASTER] Completed predict_future for FFA [2025-10-09T22:47:54.986313] [INFO ] [sig ] FFA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:55.139844] [INFO ] [LOCAL ] Saved forecast: FFA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FFA.txt [2025-10-09T22:47:55.140046] [WARN ] [sig ] [771/2211] Failed FFA after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T22:47:55.140124] [INFO ] [sig ] [772/2211] Forecasting FFC... [2025-10-09T22:47:55.140178] [INFO ] [sig ] Generating forecast for: FFC [2025-10-09T22:47:55.140213] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FFC' from 'https://tdm.silogroup.org/data/derivative_storage/FFC.csv'. [2025-10-09T22:47:55.150189] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FFC'. [2025-10-09T22:47:55.150488] [INFO ] [FORECASTER] Starting predict_future for FFC [2025-10-09T22:47:55.175787] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:55.176555] [DEBUG] [LOCAL ] No optimal features file found for FFC: ./output/feature-sets/FFC.txt [2025-10-09T22:47:55.176611] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:55.176670] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:55.176720] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:55.176780] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:55.194001] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:55.194533] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:55.194615] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:55.194675] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:55.220758] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:55.220904] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:55.220943] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:55.220972] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:55.224326] [DEBUG] [FORECASTER] FFC: Forecast T+1@11:T+2@11: DOWN (p=42.24%) [2025-10-09T22:47:55.224613] [INFO ] [FORECASTER] Completed predict_future for FFC [2025-10-09T22:47:55.224786] [INFO ] [sig ] FFC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:55.369953] [INFO ] [LOCAL ] Saved forecast: FFC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FFC.txt [2025-10-09T22:47:55.370168] [WARN ] [sig ] [772/2211] Failed FFC after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.4m [2025-10-09T22:47:55.370241] [INFO ] [sig ] [773/2211] Forecasting FFWM... [2025-10-09T22:47:55.370279] [INFO ] [sig ] Generating forecast for: FFWM [2025-10-09T22:47:55.370310] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FFWM' from 'https://tdm.silogroup.org/data/derivative_storage/FFWM.csv'. [2025-10-09T22:47:55.379465] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FFWM'. [2025-10-09T22:47:55.379758] [INFO ] [FORECASTER] Starting predict_future for FFWM [2025-10-09T22:47:55.405560] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:55.406332] [DEBUG] [LOCAL ] No optimal features file found for FFWM: ./output/feature-sets/FFWM.txt [2025-10-09T22:47:55.406389] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:55.406424] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:55.406452] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:55.406509] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:55.424034] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:55.424569] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:55.424670] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:55.424724] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:55.451444] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:55.451528] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:55.451562] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:55.451590] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:55.454805] [DEBUG] [FORECASTER] FFWM: Forecast T+1@11:T+2@11: DOWN (p=3.30%) [2025-10-09T22:47:55.455093] [INFO ] [FORECASTER] Completed predict_future for FFWM [2025-10-09T22:47:55.455217] [INFO ] [sig ] FFWM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:55.600493] [INFO ] [LOCAL ] Saved forecast: FFWM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FFWM.txt [2025-10-09T22:47:55.600739] [WARN ] [sig ] [773/2211] Failed FFWM after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:55.600820] [INFO ] [sig ] [774/2211] Forecasting FG... [2025-10-09T22:47:55.600859] [INFO ] [sig ] Generating forecast for: FG [2025-10-09T22:47:55.600890] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FG' from 'https://tdm.silogroup.org/data/derivative_storage/FG.csv'. [2025-10-09T22:47:55.610156] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'FG'. [2025-10-09T22:47:55.610439] [INFO ] [FORECASTER] Starting predict_future for FG [2025-10-09T22:47:55.635810] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:55.636479] [DEBUG] [LOCAL ] No optimal features file found for FG: ./output/feature-sets/FG.txt [2025-10-09T22:47:55.636533] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:55.636566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:55.636593] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:55.636671] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:55.654520] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:55.655203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:55.655319] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:55.655394] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:55.683541] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:55.683699] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:55.683754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:55.683788] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:55.687188] [DEBUG] [FORECASTER] FG: Forecast T+1@11:T+2@11: UP (p=77.33%) [2025-10-09T22:47:55.687473] [INFO ] [FORECASTER] Completed predict_future for FG [2025-10-09T22:47:55.687627] [INFO ] [sig ] FG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:55.830681] [INFO ] [LOCAL ] Saved forecast: FG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FG.txt [2025-10-09T22:47:55.830901] [WARN ] [sig ] [774/2211] Failed FG after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:55.830983] [INFO ] [sig ] [775/2211] Forecasting FGN... [2025-10-09T22:47:55.831023] [INFO ] [sig ] Generating forecast for: FGN [2025-10-09T22:47:55.831054] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FGN' from 'https://tdm.silogroup.org/data/derivative_storage/FGN.csv'. [2025-10-09T22:47:55.840095] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FGN'. [2025-10-09T22:47:55.840366] [INFO ] [FORECASTER] Starting predict_future for FGN [2025-10-09T22:47:55.866144] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:55.866894] [DEBUG] [LOCAL ] No optimal features file found for FGN: ./output/feature-sets/FGN.txt [2025-10-09T22:47:55.866950] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:55.866986] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:55.867014] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:55.867074] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:55.885067] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:55.885821] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:55.885925] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:55.885961] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:55.925095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:55.925196] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:55.925233] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:55.925261] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:55.928549] [DEBUG] [FORECASTER] FGN: Forecast T+1@11:T+2@11: UP (p=60.84%) [2025-10-09T22:47:55.928860] [INFO ] [FORECASTER] Completed predict_future for FGN [2025-10-09T22:47:55.929004] [INFO ] [sig ] FGN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:56.071734] [INFO ] [LOCAL ] Saved forecast: FGN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FGN.txt [2025-10-09T22:47:56.071936] [WARN ] [sig ] [775/2211] Failed FGN after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:56.072011] [INFO ] [sig ] [776/2211] Forecasting FHI... [2025-10-09T22:47:56.072050] [INFO ] [sig ] Generating forecast for: FHI [2025-10-09T22:47:56.072081] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FHI' from 'https://tdm.silogroup.org/data/derivative_storage/FHI.csv'. [2025-10-09T22:47:56.082195] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FHI'. [2025-10-09T22:47:56.082566] [INFO ] [FORECASTER] Starting predict_future for FHI [2025-10-09T22:47:56.108542] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:56.109379] [DEBUG] [LOCAL ] No optimal features file found for FHI: ./output/feature-sets/FHI.txt [2025-10-09T22:47:56.109436] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:56.109469] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:56.109495] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:56.109551] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:56.127283] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:56.127939] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:56.128031] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:56.128064] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:56.167795] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:56.167951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:56.167991] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:56.168019] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:56.171591] [DEBUG] [FORECASTER] FHI: Forecast T+1@11:T+2@11: UP (p=76.90%) [2025-10-09T22:47:56.171909] [INFO ] [FORECASTER] Completed predict_future for FHI [2025-10-09T22:47:56.172049] [INFO ] [sig ] FHI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:56.315524] [INFO ] [LOCAL ] Saved forecast: FHI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FHI.txt [2025-10-09T22:47:56.315811] [WARN ] [sig ] [776/2211] Failed FHI after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:56.315891] [INFO ] [sig ] [777/2211] Forecasting FHN... [2025-10-09T22:47:56.315930] [INFO ] [sig ] Generating forecast for: FHN [2025-10-09T22:47:56.315961] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FHN' from 'https://tdm.silogroup.org/data/derivative_storage/FHN.csv'. [2025-10-09T22:47:56.326710] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FHN'. [2025-10-09T22:47:56.327097] [INFO ] [FORECASTER] Starting predict_future for FHN [2025-10-09T22:47:56.358379] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:56.359413] [DEBUG] [LOCAL ] No optimal features file found for FHN: ./output/feature-sets/FHN.txt [2025-10-09T22:47:56.359490] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:56.359526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:56.359554] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:56.359637] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:56.382259] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:56.382869] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:56.382956] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:56.382990] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:56.426610] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:56.426770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:56.426850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:56.426924] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:56.430921] [DEBUG] [FORECASTER] FHN: Forecast T+1@11:T+2@11: DOWN (p=22.44%) [2025-10-09T22:47:56.431222] [INFO ] [FORECASTER] Completed predict_future for FHN [2025-10-09T22:47:56.431388] [INFO ] [sig ] FHN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:56.614439] [INFO ] [LOCAL ] Saved forecast: FHN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FHN.txt [2025-10-09T22:47:56.614718] [WARN ] [sig ] [777/2211] Failed FHN after 0.3s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:56.614803] [INFO ] [sig ] [778/2211] Forecasting FI... [2025-10-09T22:47:56.614844] [INFO ] [sig ] Generating forecast for: FI [2025-10-09T22:47:56.614919] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FI' from 'https://tdm.silogroup.org/data/derivative_storage/FI.csv'. [2025-10-09T22:47:56.625823] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FI'. [2025-10-09T22:47:56.626184] [INFO ] [FORECASTER] Starting predict_future for FI [2025-10-09T22:47:56.657432] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:56.658432] [DEBUG] [LOCAL ] No optimal features file found for FI: ./output/feature-sets/FI.txt [2025-10-09T22:47:56.658489] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:56.658523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:56.658550] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:56.658607] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:56.680960] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:56.681620] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:56.681735] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:56.681777] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:56.722279] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:56.722439] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:56.722503] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:56.722577] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:56.726303] [DEBUG] [FORECASTER] FI: Forecast T+1@11:T+2@11: DOWN (p=1.41%) [2025-10-09T22:47:56.726592] [INFO ] [FORECASTER] Completed predict_future for FI [2025-10-09T22:47:56.726778] [INFO ] [sig ] FI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:56.900246] [INFO ] [LOCAL ] Saved forecast: FI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FI.txt [2025-10-09T22:47:56.900493] [WARN ] [sig ] [778/2211] Failed FI after 0.3s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:56.900575] [INFO ] [sig ] [779/2211] Forecasting FICO... [2025-10-09T22:47:56.900616] [INFO ] [sig ] Generating forecast for: FICO [2025-10-09T22:47:56.900687] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FICO' from 'https://tdm.silogroup.org/data/derivative_storage/FICO.csv'. [2025-10-09T22:47:56.912075] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FICO'. [2025-10-09T22:47:56.912503] [INFO ] [FORECASTER] Starting predict_future for FICO [2025-10-09T22:47:56.938818] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:56.939681] [DEBUG] [LOCAL ] No optimal features file found for FICO: ./output/feature-sets/FICO.txt [2025-10-09T22:47:56.939739] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:56.939774] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:56.939801] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:56.939856] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:56.957954] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:56.958843] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:56.958938] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:56.958976] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:56.996191] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:56.996343] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:56.996386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:56.996417] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:57.000029] [DEBUG] [FORECASTER] FICO: Forecast T+1@11:T+2@11: DOWN (p=10.04%) [2025-10-09T22:47:57.000400] [INFO ] [FORECASTER] Completed predict_future for FICO [2025-10-09T22:47:57.000593] [INFO ] [sig ] FICO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:57.160375] [INFO ] [LOCAL ] Saved forecast: FICO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FICO.txt [2025-10-09T22:47:57.160635] [WARN ] [sig ] [779/2211] Failed FICO after 0.3s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:57.160742] [INFO ] [sig ] [780/2211] Forecasting FIGS... [2025-10-09T22:47:57.160782] [INFO ] [sig ] Generating forecast for: FIGS [2025-10-09T22:47:57.160815] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIGS' from 'https://tdm.silogroup.org/data/derivative_storage/FIGS.csv'. [2025-10-09T22:47:57.171058] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FIGS'. [2025-10-09T22:47:57.171504] [INFO ] [FORECASTER] Starting predict_future for FIGS [2025-10-09T22:47:57.198259] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:57.199128] [DEBUG] [LOCAL ] No optimal features file found for FIGS: ./output/feature-sets/FIGS.txt [2025-10-09T22:47:57.199187] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:57.199223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:57.199251] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:57.199309] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:57.217961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:57.218811] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:57.218904] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:57.218940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:57.259218] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:57.259396] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:57.259439] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:57.259469] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:57.263133] [DEBUG] [FORECASTER] FIGS: Forecast T+1@11:T+2@11: UP (p=97.33%) [2025-10-09T22:47:57.263475] [INFO ] [FORECASTER] Completed predict_future for FIGS [2025-10-09T22:47:57.263671] [INFO ] [sig ] FIGS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:57.412231] [INFO ] [LOCAL ] Saved forecast: FIGS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FIGS.txt [2025-10-09T22:47:57.412502] [WARN ] [sig ] [780/2211] Failed FIGS after 0.3s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:57.412585] [INFO ] [sig ] [781/2211] Forecasting FIHL... [2025-10-09T22:47:57.412624] [INFO ] [sig ] Generating forecast for: FIHL [2025-10-09T22:47:57.412690] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIHL' from 'https://tdm.silogroup.org/data/derivative_storage/FIHL.csv'. [2025-10-09T22:47:57.422835] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FIHL'. [2025-10-09T22:47:57.423251] [INFO ] [FORECASTER] Starting predict_future for FIHL [2025-10-09T22:47:57.449183] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:57.450093] [DEBUG] [LOCAL ] No optimal features file found for FIHL: ./output/feature-sets/FIHL.txt [2025-10-09T22:47:57.450154] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:57.450189] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:57.450217] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:57.450331] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:57.468102] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:57.468983] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:57.469074] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:57.469108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:57.507339] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:57.507428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:57.507463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:57.507490] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:57.510667] [DEBUG] [FORECASTER] FIHL: Forecast T+1@11:T+2@11: DOWN (p=8.79%) [2025-10-09T22:47:57.510936] [INFO ] [FORECASTER] Completed predict_future for FIHL [2025-10-09T22:47:57.511065] [INFO ] [sig ] FIHL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:57.653821] [INFO ] [LOCAL ] Saved forecast: FIHL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FIHL.txt [2025-10-09T22:47:57.654035] [WARN ] [sig ] [781/2211] Failed FIHL after 0.2s | 4.48 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:57.654111] [INFO ] [sig ] [782/2211] Forecasting FINS... [2025-10-09T22:47:57.654150] [INFO ] [sig ] Generating forecast for: FINS [2025-10-09T22:47:57.654181] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FINS' from 'https://tdm.silogroup.org/data/derivative_storage/FINS.csv'. [2025-10-09T22:47:57.663586] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FINS'. [2025-10-09T22:47:57.663912] [INFO ] [FORECASTER] Starting predict_future for FINS [2025-10-09T22:47:57.689176] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:57.689937] [DEBUG] [LOCAL ] No optimal features file found for FINS: ./output/feature-sets/FINS.txt [2025-10-09T22:47:57.689992] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:57.690024] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:57.690051] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:57.690106] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:57.707592] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:57.708160] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:57.708241] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:57.708293] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:57.742234] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:57.742315] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:57.742350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:57.742380] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:57.745567] [DEBUG] [FORECASTER] FINS: Forecast T+1@11:T+2@11: UP (p=82.52%) [2025-10-09T22:47:57.745857] [INFO ] [FORECASTER] Completed predict_future for FINS [2025-10-09T22:47:57.745993] [INFO ] [sig ] FINS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:57.890418] [INFO ] [LOCAL ] Saved forecast: FINS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FINS.txt [2025-10-09T22:47:57.890625] [WARN ] [sig ] [782/2211] Failed FINS after 0.2s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:57.890721] [INFO ] [sig ] [783/2211] Forecasting FINV... [2025-10-09T22:47:57.890760] [INFO ] [sig ] Generating forecast for: FINV [2025-10-09T22:47:57.890791] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FINV' from 'https://tdm.silogroup.org/data/derivative_storage/FINV.csv'. [2025-10-09T22:47:57.900854] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FINV'. [2025-10-09T22:47:57.901127] [INFO ] [FORECASTER] Starting predict_future for FINV [2025-10-09T22:47:57.926419] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:57.927130] [DEBUG] [LOCAL ] No optimal features file found for FINV: ./output/feature-sets/FINV.txt [2025-10-09T22:47:57.927184] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:57.927216] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:57.927243] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:57.927299] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:57.945105] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:57.945634] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:57.945740] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:57.945776] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:57.982055] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:57.982152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:57.982188] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:57.982217] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:57.985425] [DEBUG] [FORECASTER] FINV: Forecast T+1@11:T+2@11: UP (p=54.74%) [2025-10-09T22:47:57.985716] [INFO ] [FORECASTER] Completed predict_future for FINV [2025-10-09T22:47:57.985855] [INFO ] [sig ] FINV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:58.130059] [INFO ] [LOCAL ] Saved forecast: FINV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FINV.txt [2025-10-09T22:47:58.130270] [WARN ] [sig ] [783/2211] Failed FINV after 0.2s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:58.130350] [INFO ] [sig ] [784/2211] Forecasting FIS... [2025-10-09T22:47:58.130398] [INFO ] [sig ] Generating forecast for: FIS [2025-10-09T22:47:58.130435] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIS' from 'https://tdm.silogroup.org/data/derivative_storage/FIS.csv'. [2025-10-09T22:47:58.139854] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FIS'. [2025-10-09T22:47:58.140119] [INFO ] [FORECASTER] Starting predict_future for FIS [2025-10-09T22:47:58.165232] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:58.165969] [DEBUG] [LOCAL ] No optimal features file found for FIS: ./output/feature-sets/FIS.txt [2025-10-09T22:47:58.166040] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:58.166074] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:58.166102] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:58.166157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:58.183759] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:58.184371] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:58.184456] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:58.184490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:58.220772] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:58.220849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:58.220884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:58.220912] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:58.223935] [DEBUG] [FORECASTER] FIS: Forecast T+1@11:T+2@11: DOWN (p=14.69%) [2025-10-09T22:47:58.224222] [INFO ] [FORECASTER] Completed predict_future for FIS [2025-10-09T22:47:58.224350] [INFO ] [sig ] FIS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:58.368598] [INFO ] [LOCAL ] Saved forecast: FIS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FIS.txt [2025-10-09T22:47:58.368828] [WARN ] [sig ] [784/2211] Failed FIS after 0.2s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:58.368907] [INFO ] [sig ] [785/2211] Forecasting FIX... [2025-10-09T22:47:58.368947] [INFO ] [sig ] Generating forecast for: FIX [2025-10-09T22:47:58.368977] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FIX' from 'https://tdm.silogroup.org/data/derivative_storage/FIX.csv'. [2025-10-09T22:47:58.377939] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FIX'. [2025-10-09T22:47:58.378214] [INFO ] [FORECASTER] Starting predict_future for FIX [2025-10-09T22:47:58.403508] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:58.404278] [DEBUG] [LOCAL ] No optimal features file found for FIX: ./output/feature-sets/FIX.txt [2025-10-09T22:47:58.404332] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:58.404365] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:58.404392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:58.404449] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:58.422830] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:58.423400] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:58.423485] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:58.423520] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:58.458809] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:58.458999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:58.459044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:58.459073] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:58.462752] [DEBUG] [FORECASTER] FIX: Forecast T+1@11:T+2@11: UP (p=93.84%) [2025-10-09T22:47:58.463081] [INFO ] [FORECASTER] Completed predict_future for FIX [2025-10-09T22:47:58.463229] [INFO ] [sig ] FIX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:58.608265] [INFO ] [LOCAL ] Saved forecast: FIX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FIX.txt [2025-10-09T22:47:58.608477] [WARN ] [sig ] [785/2211] Failed FIX after 0.2s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:58.608552] [INFO ] [sig ] [786/2211] Forecasting FLC... [2025-10-09T22:47:58.608591] [INFO ] [sig ] Generating forecast for: FLC [2025-10-09T22:47:58.608622] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLC' from 'https://tdm.silogroup.org/data/derivative_storage/FLC.csv'. [2025-10-09T22:47:58.617270] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLC'. [2025-10-09T22:47:58.617522] [INFO ] [FORECASTER] Starting predict_future for FLC [2025-10-09T22:47:58.642551] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:58.643258] [DEBUG] [LOCAL ] No optimal features file found for FLC: ./output/feature-sets/FLC.txt [2025-10-09T22:47:58.643313] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:58.643354] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:58.643382] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:58.643439] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:58.660979] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:58.661526] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:58.661608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:58.661664] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:58.697110] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:58.697212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:58.697248] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:58.697277] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:58.700591] [DEBUG] [FORECASTER] FLC: Forecast T+1@11:T+2@11: UP (p=87.37%) [2025-10-09T22:47:58.700889] [INFO ] [FORECASTER] Completed predict_future for FLC [2025-10-09T22:47:58.701025] [INFO ] [sig ] FLC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:58.844159] [INFO ] [LOCAL ] Saved forecast: FLC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FLC.txt [2025-10-09T22:47:58.844386] [WARN ] [sig ] [786/2211] Failed FLC after 0.2s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:58.844461] [INFO ] [sig ] [787/2211] Forecasting FLG... [2025-10-09T22:47:58.844499] [INFO ] [sig ] Generating forecast for: FLG [2025-10-09T22:47:58.844529] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLG' from 'https://tdm.silogroup.org/data/derivative_storage/FLG.csv'. [2025-10-09T22:47:58.854572] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLG'. [2025-10-09T22:47:58.854971] [INFO ] [FORECASTER] Starting predict_future for FLG [2025-10-09T22:47:58.881495] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:58.882401] [DEBUG] [LOCAL ] No optimal features file found for FLG: ./output/feature-sets/FLG.txt [2025-10-09T22:47:58.882458] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:58.882493] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:58.882520] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:58.882578] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:58.900444] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:58.901051] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:58.901141] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:58.901175] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:58.958303] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:58.958408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:58.958450] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:58.958479] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:58.962231] [DEBUG] [FORECASTER] FLG: Forecast T+1@11:T+2@11: DOWN (p=12.86%) [2025-10-09T22:47:58.962591] [INFO ] [FORECASTER] Completed predict_future for FLG [2025-10-09T22:47:58.962830] [INFO ] [sig ] FLG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:59.105586] [INFO ] [LOCAL ] Saved forecast: FLG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FLG.txt [2025-10-09T22:47:59.106041] [WARN ] [sig ] [787/2211] Failed FLG after 0.3s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:59.106140] [INFO ] [sig ] [788/2211] Forecasting FLNG... [2025-10-09T22:47:59.106186] [INFO ] [sig ] Generating forecast for: FLNG [2025-10-09T22:47:59.106249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLNG' from 'https://tdm.silogroup.org/data/derivative_storage/FLNG.csv'. [2025-10-09T22:47:59.117369] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLNG'. [2025-10-09T22:47:59.117787] [INFO ] [FORECASTER] Starting predict_future for FLNG [2025-10-09T22:47:59.143081] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:59.143965] [DEBUG] [LOCAL ] No optimal features file found for FLNG: ./output/feature-sets/FLNG.txt [2025-10-09T22:47:59.144022] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:59.144056] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:59.144083] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:59.144139] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:59.161900] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:59.162462] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:59.162546] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:59.162579] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:59.202809] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:59.202918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:59.202955] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:59.202983] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:59.206231] [DEBUG] [FORECASTER] FLNG: Forecast T+1@11:T+2@11: UP (p=94.42%) [2025-10-09T22:47:59.206496] [INFO ] [FORECASTER] Completed predict_future for FLNG [2025-10-09T22:47:59.206628] [INFO ] [sig ] FLNG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:59.349497] [INFO ] [LOCAL ] Saved forecast: FLNG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FLNG.txt [2025-10-09T22:47:59.349735] [WARN ] [sig ] [788/2211] Failed FLNG after 0.2s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:59.349813] [INFO ] [sig ] [789/2211] Forecasting FLO... [2025-10-09T22:47:59.349853] [INFO ] [sig ] Generating forecast for: FLO [2025-10-09T22:47:59.349884] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLO' from 'https://tdm.silogroup.org/data/derivative_storage/FLO.csv'. [2025-10-09T22:47:59.360089] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLO'. [2025-10-09T22:47:59.360409] [INFO ] [FORECASTER] Starting predict_future for FLO [2025-10-09T22:47:59.385997] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:59.386734] [DEBUG] [LOCAL ] No optimal features file found for FLO: ./output/feature-sets/FLO.txt [2025-10-09T22:47:59.386790] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:59.386823] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:59.386851] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:59.386907] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:59.404155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:59.404744] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:59.404828] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:59.404861] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:59.441868] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:59.441963] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:59.441999] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:59.442026] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:59.445507] [DEBUG] [FORECASTER] FLO: Forecast T+1@11:T+2@11: DOWN (p=1.56%) [2025-10-09T22:47:59.445816] [INFO ] [FORECASTER] Completed predict_future for FLO [2025-10-09T22:47:59.445958] [INFO ] [sig ] FLO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:47:59.590865] [INFO ] [LOCAL ] Saved forecast: FLO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FLO.txt [2025-10-09T22:47:59.591106] [WARN ] [sig ] [789/2211] Failed FLO after 0.2s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:59.591182] [INFO ] [sig ] [790/2211] Forecasting FLR... [2025-10-09T22:47:59.591221] [INFO ] [sig ] Generating forecast for: FLR [2025-10-09T22:47:59.591260] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLR' from 'https://tdm.silogroup.org/data/derivative_storage/FLR.csv'. [2025-10-09T22:47:59.603468] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLR'. [2025-10-09T22:47:59.604002] [INFO ] [FORECASTER] Starting predict_future for FLR [2025-10-09T22:47:59.634580] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:59.635498] [DEBUG] [LOCAL ] No optimal features file found for FLR: ./output/feature-sets/FLR.txt [2025-10-09T22:47:59.635554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:59.635588] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:59.635616] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:59.635695] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:59.653768] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:59.654736] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:59.654832] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:59.654868] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:47:59.692427] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:47:59.692633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:47:59.692728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:47:59.692764] [INFO ] [FORECASTER] Training complete [2025-10-09T22:47:59.698106] [DEBUG] [FORECASTER] FLR: Forecast T+1@11:T+2@11: UP (p=65.08%) [2025-10-09T22:47:59.698551] [INFO ] [FORECASTER] Completed predict_future for FLR [2025-10-09T22:47:59.698736] [INFO ] [sig ] FLR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:47:59.881681] [INFO ] [LOCAL ] Saved forecast: FLR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FLR.txt [2025-10-09T22:47:59.882011] [WARN ] [sig ] [790/2211] Failed FLR after 0.3s | 4.47 sym/s | Total: 2.9m | ETA: 5.3m [2025-10-09T22:47:59.882098] [INFO ] [sig ] [791/2211] Forecasting FLS... [2025-10-09T22:47:59.882168] [INFO ] [sig ] Generating forecast for: FLS [2025-10-09T22:47:59.882249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLS' from 'https://tdm.silogroup.org/data/derivative_storage/FLS.csv'. [2025-10-09T22:47:59.896771] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLS'. [2025-10-09T22:47:59.897343] [INFO ] [FORECASTER] Starting predict_future for FLS [2025-10-09T22:47:59.940123] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:47:59.941207] [DEBUG] [LOCAL ] No optimal features file found for FLS: ./output/feature-sets/FLS.txt [2025-10-09T22:47:59.941270] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:47:59.941347] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:47:59.941398] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:47:59.941476] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:47:59.968039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:47:59.969488] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:47:59.969620] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:47:59.969707] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:00.020255] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:00.020524] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:00.020593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:00.020629] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:00.026195] [DEBUG] [FORECASTER] FLS: Forecast T+1@11:T+2@11: UP (p=96.19%) [2025-10-09T22:48:00.026687] [INFO ] [FORECASTER] Completed predict_future for FLS [2025-10-09T22:48:00.026868] [INFO ] [sig ] FLS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:00.232263] [INFO ] [LOCAL ] Saved forecast: FLS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FLS.txt [2025-10-09T22:48:00.232570] [WARN ] [sig ] [791/2211] Failed FLS after 0.4s | 4.47 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:00.232679] [INFO ] [sig ] [792/2211] Forecasting FLUT... [2025-10-09T22:48:00.232732] [INFO ] [sig ] Generating forecast for: FLUT [2025-10-09T22:48:00.232766] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLUT' from 'https://tdm.silogroup.org/data/derivative_storage/FLUT.csv'. [2025-10-09T22:48:00.245753] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLUT'. [2025-10-09T22:48:00.246355] [INFO ] [FORECASTER] Starting predict_future for FLUT [2025-10-09T22:48:00.282615] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:00.283556] [DEBUG] [LOCAL ] No optimal features file found for FLUT: ./output/feature-sets/FLUT.txt [2025-10-09T22:48:00.283615] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:00.283678] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:00.283728] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:00.283790] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:00.305179] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:00.306372] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:00.306487] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:00.306530] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:00.350529] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:00.350765] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:00.350826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:00.350860] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:00.355098] [DEBUG] [FORECASTER] FLUT: Forecast T+1@11:T+2@11: DOWN (p=10.40%) [2025-10-09T22:48:00.355439] [INFO ] [FORECASTER] Completed predict_future for FLUT [2025-10-09T22:48:00.355597] [INFO ] [sig ] FLUT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:00.540277] [INFO ] [LOCAL ] Saved forecast: FLUT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FLUT.txt [2025-10-09T22:48:00.540629] [WARN ] [sig ] [792/2211] Failed FLUT after 0.3s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:00.540755] [INFO ] [sig ] [793/2211] Forecasting FLXR... [2025-10-09T22:48:00.540801] [INFO ] [sig ] Generating forecast for: FLXR [2025-10-09T22:48:00.540835] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FLXR' from 'https://tdm.silogroup.org/data/derivative_storage/FLXR.csv'. [2025-10-09T22:48:00.551971] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FLXR'. [2025-10-09T22:48:00.552399] [INFO ] [FORECASTER] Starting predict_future for FLXR [2025-10-09T22:48:00.587374] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:00.588375] [DEBUG] [LOCAL ] No optimal features file found for FLXR: ./output/feature-sets/FLXR.txt [2025-10-09T22:48:00.588452] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:00.588509] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:00.588551] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:00.588630] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:00.614450] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:00.615738] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:00.615848] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:00.615919] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:00.657819] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:00.657999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:00.658044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:00.658074] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:00.662354] [DEBUG] [FORECASTER] FLXR: Forecast T+1@11:T+2@11: UP (p=60.93%) [2025-10-09T22:48:00.662883] [INFO ] [FORECASTER] Completed predict_future for FLXR [2025-10-09T22:48:00.663034] [INFO ] [sig ] FLXR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:00.810053] [INFO ] [LOCAL ] Saved forecast: FLXR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FLXR.txt [2025-10-09T22:48:00.810357] [WARN ] [sig ] [793/2211] Failed FLXR after 0.3s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:00.810443] [INFO ] [sig ] [794/2211] Forecasting FMC... [2025-10-09T22:48:00.810484] [INFO ] [sig ] Generating forecast for: FMC [2025-10-09T22:48:00.810516] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMC' from 'https://tdm.silogroup.org/data/derivative_storage/FMC.csv'. [2025-10-09T22:48:00.821217] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FMC'. [2025-10-09T22:48:00.821614] [INFO ] [FORECASTER] Starting predict_future for FMC [2025-10-09T22:48:00.848186] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:00.848973] [DEBUG] [LOCAL ] No optimal features file found for FMC: ./output/feature-sets/FMC.txt [2025-10-09T22:48:00.849029] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:00.849063] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:00.849091] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:00.849148] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:00.867168] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:00.867785] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:00.867872] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:00.867906] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:00.907426] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:00.907510] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:00.907546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:00.907574] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:00.911354] [DEBUG] [FORECASTER] FMC: Forecast T+1@11:T+2@11: DOWN (p=28.14%) [2025-10-09T22:48:00.911616] [INFO ] [FORECASTER] Completed predict_future for FMC [2025-10-09T22:48:00.911798] [INFO ] [sig ] FMC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:01.059388] [INFO ] [LOCAL ] Saved forecast: FMC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FMC.txt [2025-10-09T22:48:01.059597] [WARN ] [sig ] [794/2211] Failed FMC after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:01.059692] [INFO ] [sig ] [795/2211] Forecasting FMN... [2025-10-09T22:48:01.059737] [INFO ] [sig ] Generating forecast for: FMN [2025-10-09T22:48:01.059808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMN' from 'https://tdm.silogroup.org/data/derivative_storage/FMN.csv'. [2025-10-09T22:48:01.068908] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FMN'. [2025-10-09T22:48:01.069185] [INFO ] [FORECASTER] Starting predict_future for FMN [2025-10-09T22:48:01.094919] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:01.095667] [DEBUG] [LOCAL ] No optimal features file found for FMN: ./output/feature-sets/FMN.txt [2025-10-09T22:48:01.095728] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:01.095763] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:01.095790] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:01.095847] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:01.113116] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:01.113687] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:01.113773] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:01.113808] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:01.147218] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:01.147291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:01.147326] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:01.147355] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:01.150488] [DEBUG] [FORECASTER] FMN: Forecast T+1@11:T+2@11: UP (p=90.32%) [2025-10-09T22:48:01.150790] [INFO ] [FORECASTER] Completed predict_future for FMN [2025-10-09T22:48:01.150922] [INFO ] [sig ] FMN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:01.292495] [INFO ] [LOCAL ] Saved forecast: FMN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FMN.txt [2025-10-09T22:48:01.292769] [WARN ] [sig ] [795/2211] Failed FMN after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:01.292851] [INFO ] [sig ] [796/2211] Forecasting FMS... [2025-10-09T22:48:01.292890] [INFO ] [sig ] Generating forecast for: FMS [2025-10-09T22:48:01.292922] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMS' from 'https://tdm.silogroup.org/data/derivative_storage/FMS.csv'. [2025-10-09T22:48:01.303140] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FMS'. [2025-10-09T22:48:01.303398] [INFO ] [FORECASTER] Starting predict_future for FMS [2025-10-09T22:48:01.328952] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:01.329677] [DEBUG] [LOCAL ] No optimal features file found for FMS: ./output/feature-sets/FMS.txt [2025-10-09T22:48:01.329735] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:01.329769] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:01.329796] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:01.329851] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:01.347335] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:01.347976] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:01.348067] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:01.348100] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:01.383286] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:01.383368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:01.383404] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:01.383433] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:01.386544] [DEBUG] [FORECASTER] FMS: Forecast T+1@11:T+2@11: UP (p=73.10%) [2025-10-09T22:48:01.386838] [INFO ] [FORECASTER] Completed predict_future for FMS [2025-10-09T22:48:01.386973] [INFO ] [sig ] FMS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:01.528993] [INFO ] [LOCAL ] Saved forecast: FMS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FMS.txt [2025-10-09T22:48:01.529206] [WARN ] [sig ] [796/2211] Failed FMS after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:01.529282] [INFO ] [sig ] [797/2211] Forecasting FMX... [2025-10-09T22:48:01.529321] [INFO ] [sig ] Generating forecast for: FMX [2025-10-09T22:48:01.529352] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMX' from 'https://tdm.silogroup.org/data/derivative_storage/FMX.csv'. [2025-10-09T22:48:01.538918] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FMX'. [2025-10-09T22:48:01.539179] [INFO ] [FORECASTER] Starting predict_future for FMX [2025-10-09T22:48:01.565018] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:01.565745] [DEBUG] [LOCAL ] No optimal features file found for FMX: ./output/feature-sets/FMX.txt [2025-10-09T22:48:01.565803] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:01.565838] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:01.565864] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:01.565921] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:01.583841] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:01.584380] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:01.584461] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:01.584494] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:01.619749] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:01.619838] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:01.619873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:01.619902] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:01.623074] [DEBUG] [FORECASTER] FMX: Forecast T+1@11:T+2@11: UP (p=96.56%) [2025-10-09T22:48:01.623342] [INFO ] [FORECASTER] Completed predict_future for FMX [2025-10-09T22:48:01.623470] [INFO ] [sig ] FMX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:01.770855] [INFO ] [LOCAL ] Saved forecast: FMX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FMX.txt [2025-10-09T22:48:01.771083] [WARN ] [sig ] [797/2211] Failed FMX after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:01.771157] [INFO ] [sig ] [798/2211] Forecasting FMY... [2025-10-09T22:48:01.771197] [INFO ] [sig ] Generating forecast for: FMY [2025-10-09T22:48:01.771228] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FMY' from 'https://tdm.silogroup.org/data/derivative_storage/FMY.csv'. [2025-10-09T22:48:01.779987] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'FMY'. [2025-10-09T22:48:01.780277] [INFO ] [FORECASTER] Starting predict_future for FMY [2025-10-09T22:48:01.805468] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:01.806193] [DEBUG] [LOCAL ] No optimal features file found for FMY: ./output/feature-sets/FMY.txt [2025-10-09T22:48:01.806248] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:01.806297] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:01.806326] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:01.806432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:01.824202] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:01.825116] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:01.825207] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:01.825241] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:01.851617] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:01.851802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:01.851847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:01.851877] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:01.855262] [DEBUG] [FORECASTER] FMY: Forecast T+1@11:T+2@11: UP (p=81.72%) [2025-10-09T22:48:01.855539] [INFO ] [FORECASTER] Completed predict_future for FMY [2025-10-09T22:48:01.855692] [INFO ] [sig ] FMY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:01.999605] [INFO ] [LOCAL ] Saved forecast: FMY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FMY.txt [2025-10-09T22:48:01.999851] [WARN ] [sig ] [798/2211] Failed FMY after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:01.999930] [INFO ] [sig ] [799/2211] Forecasting FN... [2025-10-09T22:48:01.999969] [INFO ] [sig ] Generating forecast for: FN [2025-10-09T22:48:02.000001] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FN' from 'https://tdm.silogroup.org/data/derivative_storage/FN.csv'. [2025-10-09T22:48:02.010067] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FN'. [2025-10-09T22:48:02.010359] [INFO ] [FORECASTER] Starting predict_future for FN [2025-10-09T22:48:02.035903] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:02.036607] [DEBUG] [LOCAL ] No optimal features file found for FN: ./output/feature-sets/FN.txt [2025-10-09T22:48:02.036686] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:02.036733] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:02.036763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:02.036820] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:02.054323] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:02.054902] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:02.054985] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:02.055018] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:02.087332] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:02.087419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:02.087454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:02.087483] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:02.090825] [DEBUG] [FORECASTER] FN: Forecast T+1@11:T+2@11: DOWN (p=3.81%) [2025-10-09T22:48:02.091088] [INFO ] [FORECASTER] Completed predict_future for FN [2025-10-09T22:48:02.091211] [INFO ] [sig ] FN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:02.271623] [INFO ] [LOCAL ] Saved forecast: FN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FN.txt [2025-10-09T22:48:02.271872] [WARN ] [sig ] [799/2211] Failed FN after 0.3s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:02.271949] [INFO ] [sig ] [800/2211] Forecasting FNB... [2025-10-09T22:48:02.271988] [INFO ] [sig ] Generating forecast for: FNB [2025-10-09T22:48:02.272020] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FNB' from 'https://tdm.silogroup.org/data/derivative_storage/FNB.csv'. [2025-10-09T22:48:02.283539] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FNB'. [2025-10-09T22:48:02.283930] [INFO ] [FORECASTER] Starting predict_future for FNB [2025-10-09T22:48:02.313952] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:02.315037] [DEBUG] [LOCAL ] No optimal features file found for FNB: ./output/feature-sets/FNB.txt [2025-10-09T22:48:02.315105] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:02.315173] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:02.315223] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:02.315322] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:02.335485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:02.336071] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:02.336158] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:02.336192] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:02.380685] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:02.380857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:02.380923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:02.380990] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:02.387023] [DEBUG] [FORECASTER] FNB: Forecast T+1@11:T+2@11: UP (p=90.34%) [2025-10-09T22:48:02.387511] [INFO ] [FORECASTER] Completed predict_future for FNB [2025-10-09T22:48:02.387758] [INFO ] [sig ] FNB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:02.552101] [INFO ] [LOCAL ] Saved forecast: FNB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FNB.txt [2025-10-09T22:48:02.552362] [WARN ] [sig ] [800/2211] Failed FNB after 0.3s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:02.552443] [INFO ] [sig ] [801/2211] Forecasting FND... [2025-10-09T22:48:02.552483] [INFO ] [sig ] Generating forecast for: FND [2025-10-09T22:48:02.552515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FND' from 'https://tdm.silogroup.org/data/derivative_storage/FND.csv'. [2025-10-09T22:48:02.562429] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FND'. [2025-10-09T22:48:02.562792] [INFO ] [FORECASTER] Starting predict_future for FND [2025-10-09T22:48:02.588937] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:02.589704] [DEBUG] [LOCAL ] No optimal features file found for FND: ./output/feature-sets/FND.txt [2025-10-09T22:48:02.589761] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:02.589797] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:02.589825] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:02.589882] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:02.607378] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:02.608128] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:02.608215] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:02.608250] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:02.640825] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:02.640982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:02.641023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:02.641054] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:02.644626] [DEBUG] [FORECASTER] FND: Forecast T+1@11:T+2@11: UP (p=53.51%) [2025-10-09T22:48:02.644977] [INFO ] [FORECASTER] Completed predict_future for FND [2025-10-09T22:48:02.645153] [INFO ] [sig ] FND: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:02.791951] [INFO ] [LOCAL ] Saved forecast: FND 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FND.txt [2025-10-09T22:48:02.792169] [WARN ] [sig ] [801/2211] Failed FND after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:02.792246] [INFO ] [sig ] [802/2211] Forecasting FNF... [2025-10-09T22:48:02.792286] [INFO ] [sig ] Generating forecast for: FNF [2025-10-09T22:48:02.792319] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FNF' from 'https://tdm.silogroup.org/data/derivative_storage/FNF.csv'. [2025-10-09T22:48:02.802149] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FNF'. [2025-10-09T22:48:02.802425] [INFO ] [FORECASTER] Starting predict_future for FNF [2025-10-09T22:48:02.828161] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:02.828927] [DEBUG] [LOCAL ] No optimal features file found for FNF: ./output/feature-sets/FNF.txt [2025-10-09T22:48:02.828984] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:02.829020] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:02.829050] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:02.829109] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:02.847306] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:02.847964] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:02.848051] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:02.848087] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:02.882001] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:02.882085] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:02.882122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:02.882152] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:02.885274] [DEBUG] [FORECASTER] FNF: Forecast T+1@11:T+2@11: UP (p=84.41%) [2025-10-09T22:48:02.885543] [INFO ] [FORECASTER] Completed predict_future for FNF [2025-10-09T22:48:02.885707] [INFO ] [sig ] FNF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:03.028961] [INFO ] [LOCAL ] Saved forecast: FNF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FNF.txt [2025-10-09T22:48:03.029172] [WARN ] [sig ] [802/2211] Failed FNF after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:03.029249] [INFO ] [sig ] [803/2211] Forecasting FNV... [2025-10-09T22:48:03.029290] [INFO ] [sig ] Generating forecast for: FNV [2025-10-09T22:48:03.029322] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FNV' from 'https://tdm.silogroup.org/data/derivative_storage/FNV.csv'. [2025-10-09T22:48:03.038928] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FNV'. [2025-10-09T22:48:03.039204] [INFO ] [FORECASTER] Starting predict_future for FNV [2025-10-09T22:48:03.065184] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:03.065949] [DEBUG] [LOCAL ] No optimal features file found for FNV: ./output/feature-sets/FNV.txt [2025-10-09T22:48:03.066006] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:03.066039] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:03.066067] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:03.066125] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:03.083849] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:03.084381] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:03.084461] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:03.084495] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:03.118925] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:03.119008] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:03.119062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:03.119094] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:03.122227] [DEBUG] [FORECASTER] FNV: Forecast T+1@11:T+2@11: UP (p=98.18%) [2025-10-09T22:48:03.122496] [INFO ] [FORECASTER] Completed predict_future for FNV [2025-10-09T22:48:03.122626] [INFO ] [sig ] FNV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:03.269526] [INFO ] [LOCAL ] Saved forecast: FNV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FNV.txt [2025-10-09T22:48:03.269762] [WARN ] [sig ] [803/2211] Failed FNV after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:03.269841] [INFO ] [sig ] [804/2211] Forecasting FOA... [2025-10-09T22:48:03.269880] [INFO ] [sig ] Generating forecast for: FOA [2025-10-09T22:48:03.269911] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOA' from 'https://tdm.silogroup.org/data/derivative_storage/FOA.csv'. [2025-10-09T22:48:03.274134] [WARN ] [REMOTE ] Historical data not found for symbol 'FOA' (404). [2025-10-09T22:48:03.274311] [FATAL] [sig ] FOA: No historical data fetched. [2025-10-09T22:48:03.274397] [WARN ] [sig ] [804/2211] Failed FOA after 0.0s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:03.274465] [INFO ] [sig ] [805/2211] Forecasting FOF... [2025-10-09T22:48:03.274503] [INFO ] [sig ] Generating forecast for: FOF [2025-10-09T22:48:03.274533] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOF' from 'https://tdm.silogroup.org/data/derivative_storage/FOF.csv'. [2025-10-09T22:48:03.283423] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FOF'. [2025-10-09T22:48:03.283727] [INFO ] [FORECASTER] Starting predict_future for FOF [2025-10-09T22:48:03.309328] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:03.310094] [DEBUG] [LOCAL ] No optimal features file found for FOF: ./output/feature-sets/FOF.txt [2025-10-09T22:48:03.310148] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:03.310181] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:03.310207] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:03.310263] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:03.328027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:03.328592] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:03.328761] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:03.328810] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:03.360225] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:03.360311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:03.360347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:03.360374] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:03.363503] [DEBUG] [FORECASTER] FOF: Forecast T+1@11:T+2@11: DOWN (p=2.99%) [2025-10-09T22:48:03.363808] [INFO ] [FORECASTER] Completed predict_future for FOF [2025-10-09T22:48:03.363946] [INFO ] [sig ] FOF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:03.512339] [INFO ] [LOCAL ] Saved forecast: FOF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FOF.txt [2025-10-09T22:48:03.512565] [WARN ] [sig ] [805/2211] Failed FOF after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.3m [2025-10-09T22:48:03.512675] [INFO ] [sig ] [806/2211] Forecasting FOR... [2025-10-09T22:48:03.512729] [INFO ] [sig ] Generating forecast for: FOR [2025-10-09T22:48:03.512764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOR' from 'https://tdm.silogroup.org/data/derivative_storage/FOR.csv'. [2025-10-09T22:48:03.522473] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FOR'. [2025-10-09T22:48:03.522838] [INFO ] [FORECASTER] Starting predict_future for FOR [2025-10-09T22:48:03.549222] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:03.550085] [DEBUG] [LOCAL ] No optimal features file found for FOR: ./output/feature-sets/FOR.txt [2025-10-09T22:48:03.550141] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:03.550185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:03.550214] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:03.550273] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:03.568839] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:03.569384] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:03.569470] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:03.569514] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:03.604252] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:03.604337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:03.604373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:03.604402] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:03.607597] [DEBUG] [FORECASTER] FOR: Forecast T+1@11:T+2@11: DOWN (p=36.60%) [2025-10-09T22:48:03.607904] [INFO ] [FORECASTER] Completed predict_future for FOR [2025-10-09T22:48:03.608041] [INFO ] [sig ] FOR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:03.754918] [INFO ] [LOCAL ] Saved forecast: FOR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FOR.txt [2025-10-09T22:48:03.755123] [WARN ] [sig ] [806/2211] Failed FOR after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:03.755199] [INFO ] [sig ] [807/2211] Forecasting FOUR... [2025-10-09T22:48:03.755238] [INFO ] [sig ] Generating forecast for: FOUR [2025-10-09T22:48:03.755269] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FOUR' from 'https://tdm.silogroup.org/data/derivative_storage/FOUR.csv'. [2025-10-09T22:48:03.765485] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FOUR'. [2025-10-09T22:48:03.765796] [INFO ] [FORECASTER] Starting predict_future for FOUR [2025-10-09T22:48:03.794777] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:03.795532] [DEBUG] [LOCAL ] No optimal features file found for FOUR: ./output/feature-sets/FOUR.txt [2025-10-09T22:48:03.795590] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:03.795625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:03.795686] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:03.795759] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:03.813948] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:03.814508] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:03.814593] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:03.814627] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:03.850766] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:03.850857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:03.850891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:03.850919] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:03.854020] [DEBUG] [FORECASTER] FOUR: Forecast T+1@11:T+2@11: UP (p=52.61%) [2025-10-09T22:48:03.854283] [INFO ] [FORECASTER] Completed predict_future for FOUR [2025-10-09T22:48:03.854410] [INFO ] [sig ] FOUR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:04.000712] [INFO ] [LOCAL ] Saved forecast: FOUR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FOUR.txt [2025-10-09T22:48:04.001009] [WARN ] [sig ] [807/2211] Failed FOUR after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:04.001090] [INFO ] [sig ] [808/2211] Forecasting FPF... [2025-10-09T22:48:04.001129] [INFO ] [sig ] Generating forecast for: FPF [2025-10-09T22:48:04.001159] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FPF' from 'https://tdm.silogroup.org/data/derivative_storage/FPF.csv'. [2025-10-09T22:48:04.012003] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FPF'. [2025-10-09T22:48:04.012382] [INFO ] [FORECASTER] Starting predict_future for FPF [2025-10-09T22:48:04.040344] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:04.041256] [DEBUG] [LOCAL ] No optimal features file found for FPF: ./output/feature-sets/FPF.txt [2025-10-09T22:48:04.041314] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:04.041351] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:04.041381] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:04.041441] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:04.060679] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:04.061312] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:04.061399] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:04.061434] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:04.093278] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:04.093361] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:04.093396] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:04.093425] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:04.096522] [DEBUG] [FORECASTER] FPF: Forecast T+1@11:T+2@11: UP (p=94.02%) [2025-10-09T22:48:04.096821] [INFO ] [FORECASTER] Completed predict_future for FPF [2025-10-09T22:48:04.096951] [INFO ] [sig ] FPF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:04.243322] [INFO ] [LOCAL ] Saved forecast: FPF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FPF.txt [2025-10-09T22:48:04.243529] [WARN ] [sig ] [808/2211] Failed FPF after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:04.243603] [INFO ] [sig ] [809/2211] Forecasting FPH... [2025-10-09T22:48:04.243663] [INFO ] [sig ] Generating forecast for: FPH [2025-10-09T22:48:04.243720] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FPH' from 'https://tdm.silogroup.org/data/derivative_storage/FPH.csv'. [2025-10-09T22:48:04.253412] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FPH'. [2025-10-09T22:48:04.253716] [INFO ] [FORECASTER] Starting predict_future for FPH [2025-10-09T22:48:04.281727] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:04.282587] [DEBUG] [LOCAL ] No optimal features file found for FPH: ./output/feature-sets/FPH.txt [2025-10-09T22:48:04.282671] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:04.282727] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:04.282761] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:04.282822] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:04.300785] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:04.301460] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:04.301544] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:04.301629] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:04.336660] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:04.336754] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:04.336807] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:04.336837] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:04.340018] [DEBUG] [FORECASTER] FPH: Forecast T+1@11:T+2@11: UP (p=78.72%) [2025-10-09T22:48:04.340291] [INFO ] [FORECASTER] Completed predict_future for FPH [2025-10-09T22:48:04.340419] [INFO ] [sig ] FPH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:04.504571] [INFO ] [LOCAL ] Saved forecast: FPH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FPH.txt [2025-10-09T22:48:04.504953] [WARN ] [sig ] [809/2211] Failed FPH after 0.3s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:04.505050] [INFO ] [sig ] [810/2211] Forecasting FPI... [2025-10-09T22:48:04.505099] [INFO ] [sig ] Generating forecast for: FPI [2025-10-09T22:48:04.505141] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FPI' from 'https://tdm.silogroup.org/data/derivative_storage/FPI.csv'. [2025-10-09T22:48:04.517727] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FPI'. [2025-10-09T22:48:04.518219] [INFO ] [FORECASTER] Starting predict_future for FPI [2025-10-09T22:48:04.552754] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:04.553528] [DEBUG] [LOCAL ] No optimal features file found for FPI: ./output/feature-sets/FPI.txt [2025-10-09T22:48:04.553583] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:04.553621] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:04.553680] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:04.553762] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:04.571585] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:04.572212] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:04.572296] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:04.572330] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:04.608313] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:04.608473] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:04.608516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:04.608545] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:04.612021] [DEBUG] [FORECASTER] FPI: Forecast T+1@11:T+2@11: UP (p=61.61%) [2025-10-09T22:48:04.612301] [INFO ] [FORECASTER] Completed predict_future for FPI [2025-10-09T22:48:04.612434] [INFO ] [sig ] FPI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:04.757996] [INFO ] [LOCAL ] Saved forecast: FPI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FPI.txt [2025-10-09T22:48:04.758218] [WARN ] [sig ] [810/2211] Failed FPI after 0.3s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:04.758292] [INFO ] [sig ] [811/2211] Forecasting FR... [2025-10-09T22:48:04.758331] [INFO ] [sig ] Generating forecast for: FR [2025-10-09T22:48:04.758363] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FR' from 'https://tdm.silogroup.org/data/derivative_storage/FR.csv'. [2025-10-09T22:48:04.767807] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FR'. [2025-10-09T22:48:04.768081] [INFO ] [FORECASTER] Starting predict_future for FR [2025-10-09T22:48:04.793581] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:04.794297] [DEBUG] [LOCAL ] No optimal features file found for FR: ./output/feature-sets/FR.txt [2025-10-09T22:48:04.794352] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:04.794384] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:04.794429] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:04.794493] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:04.812094] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:04.812623] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:04.812728] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:04.812769] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:04.849117] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:04.849220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:04.849255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:04.849283] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:04.852457] [DEBUG] [FORECASTER] FR: Forecast T+1@11:T+2@11: DOWN (p=0.51%) [2025-10-09T22:48:04.852767] [INFO ] [FORECASTER] Completed predict_future for FR [2025-10-09T22:48:04.852906] [INFO ] [sig ] FR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:04.998187] [INFO ] [LOCAL ] Saved forecast: FR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FR.txt [2025-10-09T22:48:04.998410] [WARN ] [sig ] [811/2211] Failed FR after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:04.998484] [INFO ] [sig ] [812/2211] Forecasting FRA... [2025-10-09T22:48:04.998523] [INFO ] [sig ] Generating forecast for: FRA [2025-10-09T22:48:04.998554] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRA' from 'https://tdm.silogroup.org/data/derivative_storage/FRA.csv'. [2025-10-09T22:48:05.008330] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FRA'. [2025-10-09T22:48:05.008634] [INFO ] [FORECASTER] Starting predict_future for FRA [2025-10-09T22:48:05.035427] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:05.036196] [DEBUG] [LOCAL ] No optimal features file found for FRA: ./output/feature-sets/FRA.txt [2025-10-09T22:48:05.036251] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:05.036287] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:05.036317] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:05.036375] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:05.054242] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:05.054864] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:05.054948] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:05.054984] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:05.090735] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:05.090865] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:05.090903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:05.090931] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:05.094200] [DEBUG] [FORECASTER] FRA: Forecast T+1@11:T+2@11: DOWN (p=6.14%) [2025-10-09T22:48:05.094467] [INFO ] [FORECASTER] Completed predict_future for FRA [2025-10-09T22:48:05.094597] [INFO ] [sig ] FRA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:05.244664] [INFO ] [LOCAL ] Saved forecast: FRA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FRA.txt [2025-10-09T22:48:05.244974] [WARN ] [sig ] [812/2211] Failed FRA after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:05.245056] [INFO ] [sig ] [813/2211] Forecasting FRGE... [2025-10-09T22:48:05.245120] [INFO ] [sig ] Generating forecast for: FRGE [2025-10-09T22:48:05.245177] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRGE' from 'https://tdm.silogroup.org/data/derivative_storage/FRGE.csv'. [2025-10-09T22:48:05.256892] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FRGE'. [2025-10-09T22:48:05.257241] [INFO ] [FORECASTER] Starting predict_future for FRGE [2025-10-09T22:48:05.282841] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:05.283530] [DEBUG] [LOCAL ] No optimal features file found for FRGE: ./output/feature-sets/FRGE.txt [2025-10-09T22:48:05.283584] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:05.283618] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:05.283672] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:05.283751] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:05.301481] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:05.302120] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:05.302202] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:05.302235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:05.338513] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:05.338610] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:05.338687] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:05.338737] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:05.341840] [DEBUG] [FORECASTER] FRGE: Forecast T+1@11:T+2@11: DOWN (p=21.18%) [2025-10-09T22:48:05.342098] [INFO ] [FORECASTER] Completed predict_future for FRGE [2025-10-09T22:48:05.342237] [INFO ] [sig ] FRGE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:05.485553] [INFO ] [LOCAL ] Saved forecast: FRGE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FRGE.txt [2025-10-09T22:48:05.485766] [WARN ] [sig ] [813/2211] Failed FRGE after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:05.485846] [INFO ] [sig ] [814/2211] Forecasting FRO... [2025-10-09T22:48:05.485889] [INFO ] [sig ] Generating forecast for: FRO [2025-10-09T22:48:05.485925] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRO' from 'https://tdm.silogroup.org/data/derivative_storage/FRO.csv'. [2025-10-09T22:48:05.496065] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FRO'. [2025-10-09T22:48:05.496328] [INFO ] [FORECASTER] Starting predict_future for FRO [2025-10-09T22:48:05.521632] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:05.522347] [DEBUG] [LOCAL ] No optimal features file found for FRO: ./output/feature-sets/FRO.txt [2025-10-09T22:48:05.522401] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:05.522433] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:05.522460] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:05.522516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:05.540115] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:05.540704] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:05.540795] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:05.540829] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:05.582939] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:05.583015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:05.583049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:05.583076] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:05.586094] [DEBUG] [FORECASTER] FRO: Forecast T+1@11:T+2@11: DOWN (p=22.09%) [2025-10-09T22:48:05.586351] [INFO ] [FORECASTER] Completed predict_future for FRO [2025-10-09T22:48:05.586491] [INFO ] [sig ] FRO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:05.729884] [INFO ] [LOCAL ] Saved forecast: FRO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FRO.txt [2025-10-09T22:48:05.730093] [WARN ] [sig ] [814/2211] Failed FRO after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:05.730166] [INFO ] [sig ] [815/2211] Forecasting FRT... [2025-10-09T22:48:05.730206] [INFO ] [sig ] Generating forecast for: FRT [2025-10-09T22:48:05.730237] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FRT' from 'https://tdm.silogroup.org/data/derivative_storage/FRT.csv'. [2025-10-09T22:48:05.741067] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FRT'. [2025-10-09T22:48:05.741421] [INFO ] [FORECASTER] Starting predict_future for FRT [2025-10-09T22:48:05.766972] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:05.767730] [DEBUG] [LOCAL ] No optimal features file found for FRT: ./output/feature-sets/FRT.txt [2025-10-09T22:48:05.767786] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:05.767819] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:05.767847] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:05.767904] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:05.785031] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:05.785591] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:05.785702] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:05.785752] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:05.822560] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:05.822673] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:05.822728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:05.822758] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:05.825917] [DEBUG] [FORECASTER] FRT: Forecast T+1@11:T+2@11: DOWN (p=23.66%) [2025-10-09T22:48:05.826183] [INFO ] [FORECASTER] Completed predict_future for FRT [2025-10-09T22:48:05.826318] [INFO ] [sig ] FRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:05.976899] [INFO ] [LOCAL ] Saved forecast: FRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FRT.txt [2025-10-09T22:48:05.977279] [WARN ] [sig ] [815/2211] Failed FRT after 0.2s | 4.46 sym/s | Total: 3.0m | ETA: 5.2m [2025-10-09T22:48:05.977352] [INFO ] [sig ] [816/2211] Forecasting FSCO... [2025-10-09T22:48:05.977392] [INFO ] [sig ] Generating forecast for: FSCO [2025-10-09T22:48:05.977423] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSCO' from 'https://tdm.silogroup.org/data/derivative_storage/FSCO.csv'. [2025-10-09T22:48:05.987253] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FSCO'. [2025-10-09T22:48:05.987622] [INFO ] [FORECASTER] Starting predict_future for FSCO [2025-10-09T22:48:06.013020] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:06.013793] [DEBUG] [LOCAL ] No optimal features file found for FSCO: ./output/feature-sets/FSCO.txt [2025-10-09T22:48:06.013847] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:06.013881] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:06.013962] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:06.014029] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:06.031722] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:06.032562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:06.032679] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:06.032735] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:06.068718] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:06.068817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:06.068871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:06.068901] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:06.072104] [DEBUG] [FORECASTER] FSCO: Forecast T+1@11:T+2@11: DOWN (p=27.03%) [2025-10-09T22:48:06.072399] [INFO ] [FORECASTER] Completed predict_future for FSCO [2025-10-09T22:48:06.072543] [INFO ] [sig ] FSCO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:06.214869] [INFO ] [LOCAL ] Saved forecast: FSCO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FSCO.txt [2025-10-09T22:48:06.215153] [WARN ] [sig ] [816/2211] Failed FSCO after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:06.215230] [INFO ] [sig ] [817/2211] Forecasting FSK... [2025-10-09T22:48:06.215268] [INFO ] [sig ] Generating forecast for: FSK [2025-10-09T22:48:06.215299] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSK' from 'https://tdm.silogroup.org/data/derivative_storage/FSK.csv'. [2025-10-09T22:48:06.225544] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FSK'. [2025-10-09T22:48:06.225871] [INFO ] [FORECASTER] Starting predict_future for FSK [2025-10-09T22:48:06.251168] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:06.251874] [DEBUG] [LOCAL ] No optimal features file found for FSK: ./output/feature-sets/FSK.txt [2025-10-09T22:48:06.251928] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:06.251961] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:06.251988] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:06.252043] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:06.269800] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:06.270329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:06.270409] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:06.270442] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:06.307681] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:06.307764] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:06.307800] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:06.307829] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:06.310878] [DEBUG] [FORECASTER] FSK: Forecast T+1@11:T+2@11: UP (p=95.22%) [2025-10-09T22:48:06.311142] [INFO ] [FORECASTER] Completed predict_future for FSK [2025-10-09T22:48:06.311272] [INFO ] [sig ] FSK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:06.453570] [INFO ] [LOCAL ] Saved forecast: FSK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FSK.txt [2025-10-09T22:48:06.453815] [WARN ] [sig ] [817/2211] Failed FSK after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:06.453898] [INFO ] [sig ] [818/2211] Forecasting FSLY... [2025-10-09T22:48:06.453937] [INFO ] [sig ] Generating forecast for: FSLY [2025-10-09T22:48:06.453968] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSLY' from 'https://tdm.silogroup.org/data/derivative_storage/FSLY.csv'. [2025-10-09T22:48:06.463998] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FSLY'. [2025-10-09T22:48:06.464274] [INFO ] [FORECASTER] Starting predict_future for FSLY [2025-10-09T22:48:06.489358] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:06.490090] [DEBUG] [LOCAL ] No optimal features file found for FSLY: ./output/feature-sets/FSLY.txt [2025-10-09T22:48:06.490148] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:06.490181] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:06.490208] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:06.490281] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:06.507490] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:06.508081] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:06.508163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:06.508196] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:06.545058] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:06.545137] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:06.545171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:06.545199] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:06.548224] [DEBUG] [FORECASTER] FSLY: Forecast T+1@11:T+2@11: DOWN (p=18.21%) [2025-10-09T22:48:06.548477] [INFO ] [FORECASTER] Completed predict_future for FSLY [2025-10-09T22:48:06.548622] [INFO ] [sig ] FSLY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:06.690545] [INFO ] [LOCAL ] Saved forecast: FSLY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FSLY.txt [2025-10-09T22:48:06.690776] [WARN ] [sig ] [818/2211] Failed FSLY after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:06.690856] [INFO ] [sig ] [819/2211] Forecasting FSM... [2025-10-09T22:48:06.690895] [INFO ] [sig ] Generating forecast for: FSM [2025-10-09T22:48:06.690925] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSM' from 'https://tdm.silogroup.org/data/derivative_storage/FSM.csv'. [2025-10-09T22:48:06.700952] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FSM'. [2025-10-09T22:48:06.701210] [INFO ] [FORECASTER] Starting predict_future for FSM [2025-10-09T22:48:06.726176] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:06.726908] [DEBUG] [LOCAL ] No optimal features file found for FSM: ./output/feature-sets/FSM.txt [2025-10-09T22:48:06.726962] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:06.726994] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:06.727020] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:06.727076] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:06.744200] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:06.744766] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:06.744848] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:06.744882] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:06.779630] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:06.779729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:06.779767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:06.779795] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:06.782812] [DEBUG] [FORECASTER] FSM: Forecast T+1@11:T+2@11: DOWN (p=24.95%) [2025-10-09T22:48:06.783437] [INFO ] [FORECASTER] Completed predict_future for FSM [2025-10-09T22:48:06.783570] [INFO ] [sig ] FSM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:06.925913] [INFO ] [LOCAL ] Saved forecast: FSM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FSM.txt [2025-10-09T22:48:06.926140] [WARN ] [sig ] [819/2211] Failed FSM after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:06.926216] [INFO ] [sig ] [820/2211] Forecasting FSS... [2025-10-09T22:48:06.926255] [INFO ] [sig ] Generating forecast for: FSS [2025-10-09T22:48:06.926286] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FSS' from 'https://tdm.silogroup.org/data/derivative_storage/FSS.csv'. [2025-10-09T22:48:06.936424] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FSS'. [2025-10-09T22:48:06.936740] [INFO ] [FORECASTER] Starting predict_future for FSS [2025-10-09T22:48:06.962014] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:06.962723] [DEBUG] [LOCAL ] No optimal features file found for FSS: ./output/feature-sets/FSS.txt [2025-10-09T22:48:06.962778] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:06.962811] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:06.962838] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:06.962894] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:06.980427] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:06.980997] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:06.981080] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:06.981113] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:07.018249] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:07.018378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:07.018416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:07.018446] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:07.021816] [DEBUG] [FORECASTER] FSS: Forecast T+1@11:T+2@11: DOWN (p=44.14%) [2025-10-09T22:48:07.022086] [INFO ] [FORECASTER] Completed predict_future for FSS [2025-10-09T22:48:07.022220] [INFO ] [sig ] FSS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:07.171811] [INFO ] [LOCAL ] Saved forecast: FSS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FSS.txt [2025-10-09T22:48:07.172113] [WARN ] [sig ] [820/2211] Failed FSS after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:07.172198] [INFO ] [sig ] [821/2211] Forecasting FT... [2025-10-09T22:48:07.172238] [INFO ] [sig ] Generating forecast for: FT [2025-10-09T22:48:07.172279] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FT' from 'https://tdm.silogroup.org/data/derivative_storage/FT.csv'. [2025-10-09T22:48:07.182151] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FT'. [2025-10-09T22:48:07.182568] [INFO ] [FORECASTER] Starting predict_future for FT [2025-10-09T22:48:07.211471] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:07.212447] [DEBUG] [LOCAL ] No optimal features file found for FT: ./output/feature-sets/FT.txt [2025-10-09T22:48:07.212507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:07.212541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:07.212569] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:07.212630] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:07.231544] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:07.232201] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:07.232288] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:07.232322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:07.267634] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:07.267972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:07.268030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:07.268064] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:07.271762] [DEBUG] [FORECASTER] FT: Forecast T+1@11:T+2@11: DOWN (p=37.24%) [2025-10-09T22:48:07.272043] [INFO ] [FORECASTER] Completed predict_future for FT [2025-10-09T22:48:07.272176] [INFO ] [sig ] FT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:07.427161] [INFO ] [LOCAL ] Saved forecast: FT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FT.txt [2025-10-09T22:48:07.427457] [WARN ] [sig ] [821/2211] Failed FT after 0.3s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:07.427547] [INFO ] [sig ] [822/2211] Forecasting FTHY... [2025-10-09T22:48:07.427617] [INFO ] [sig ] Generating forecast for: FTHY [2025-10-09T22:48:07.427695] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTHY' from 'https://tdm.silogroup.org/data/derivative_storage/FTHY.csv'. [2025-10-09T22:48:07.438503] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FTHY'. [2025-10-09T22:48:07.438924] [INFO ] [FORECASTER] Starting predict_future for FTHY [2025-10-09T22:48:07.467961] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:07.468962] [DEBUG] [LOCAL ] No optimal features file found for FTHY: ./output/feature-sets/FTHY.txt [2025-10-09T22:48:07.469028] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:07.469066] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:07.469095] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:07.469155] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:07.491155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:07.491951] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:07.492045] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:07.492081] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:07.535350] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:07.535492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:07.535537] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:07.535569] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:07.540156] [DEBUG] [FORECASTER] FTHY: Forecast T+1@11:T+2@11: DOWN (p=12.82%) [2025-10-09T22:48:07.540483] [INFO ] [FORECASTER] Completed predict_future for FTHY [2025-10-09T22:48:07.540685] [INFO ] [sig ] FTHY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:07.702610] [INFO ] [LOCAL ] Saved forecast: FTHY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FTHY.txt [2025-10-09T22:48:07.702897] [WARN ] [sig ] [822/2211] Failed FTHY after 0.3s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:07.702991] [INFO ] [sig ] [823/2211] Forecasting FTI... [2025-10-09T22:48:07.703062] [INFO ] [sig ] Generating forecast for: FTI [2025-10-09T22:48:07.703115] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTI' from 'https://tdm.silogroup.org/data/derivative_storage/FTI.csv'. [2025-10-09T22:48:07.713250] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FTI'. [2025-10-09T22:48:07.713587] [INFO ] [FORECASTER] Starting predict_future for FTI [2025-10-09T22:48:07.740155] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:07.741015] [DEBUG] [LOCAL ] No optimal features file found for FTI: ./output/feature-sets/FTI.txt [2025-10-09T22:48:07.741075] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:07.741109] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:07.741136] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:07.741192] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:07.758944] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:07.759614] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:07.759733] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:07.759787] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:07.785876] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:07.785985] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:07.786023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:07.786071] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:07.789393] [DEBUG] [FORECASTER] FTI: Forecast T+1@11:T+2@11: UP (p=54.21%) [2025-10-09T22:48:07.789688] [INFO ] [FORECASTER] Completed predict_future for FTI [2025-10-09T22:48:07.789825] [INFO ] [sig ] FTI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:07.954129] [INFO ] [LOCAL ] Saved forecast: FTI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FTI.txt [2025-10-09T22:48:07.954362] [WARN ] [sig ] [823/2211] Failed FTI after 0.3s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:07.954439] [INFO ] [sig ] [824/2211] Forecasting FTK... [2025-10-09T22:48:07.954478] [INFO ] [sig ] Generating forecast for: FTK [2025-10-09T22:48:07.954509] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTK' from 'https://tdm.silogroup.org/data/derivative_storage/FTK.csv'. [2025-10-09T22:48:07.964203] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FTK'. [2025-10-09T22:48:07.964541] [INFO ] [FORECASTER] Starting predict_future for FTK [2025-10-09T22:48:07.991179] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:07.992027] [DEBUG] [LOCAL ] No optimal features file found for FTK: ./output/feature-sets/FTK.txt [2025-10-09T22:48:07.992083] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:07.992117] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:07.992145] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:07.992202] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:08.010889] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:08.011693] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:08.011782] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:08.011817] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:08.038043] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:08.038180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:08.038219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:08.038250] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:08.041697] [DEBUG] [FORECASTER] FTK: Forecast T+1@11:T+2@11: DOWN (p=39.27%) [2025-10-09T22:48:08.041983] [INFO ] [FORECASTER] Completed predict_future for FTK [2025-10-09T22:48:08.042113] [INFO ] [sig ] FTK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:08.187346] [INFO ] [LOCAL ] Saved forecast: FTK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FTK.txt [2025-10-09T22:48:08.187675] [WARN ] [sig ] [824/2211] Failed FTK after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:08.187758] [INFO ] [sig ] [825/2211] Forecasting FTS... [2025-10-09T22:48:08.187799] [INFO ] [sig ] Generating forecast for: FTS [2025-10-09T22:48:08.187831] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTS' from 'https://tdm.silogroup.org/data/derivative_storage/FTS.csv'. [2025-10-09T22:48:08.197271] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FTS'. [2025-10-09T22:48:08.197623] [INFO ] [FORECASTER] Starting predict_future for FTS [2025-10-09T22:48:08.223754] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:08.224537] [DEBUG] [LOCAL ] No optimal features file found for FTS: ./output/feature-sets/FTS.txt [2025-10-09T22:48:08.224593] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:08.224632] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:08.224701] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:08.224792] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:08.242891] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:08.243461] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:08.243550] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:08.243584] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:08.275063] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:08.275201] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:08.275257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:08.275291] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:08.279241] [DEBUG] [FORECASTER] FTS: Forecast T+1@11:T+2@11: UP (p=59.58%) [2025-10-09T22:48:08.279546] [INFO ] [FORECASTER] Completed predict_future for FTS [2025-10-09T22:48:08.279722] [INFO ] [sig ] FTS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:08.424164] [INFO ] [LOCAL ] Saved forecast: FTS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FTS.txt [2025-10-09T22:48:08.424406] [WARN ] [sig ] [825/2211] Failed FTS after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:08.424484] [INFO ] [sig ] [826/2211] Forecasting FTV... [2025-10-09T22:48:08.424528] [INFO ] [sig ] Generating forecast for: FTV [2025-10-09T22:48:08.424589] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTV' from 'https://tdm.silogroup.org/data/derivative_storage/FTV.csv'. [2025-10-09T22:48:08.434571] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FTV'. [2025-10-09T22:48:08.434925] [INFO ] [FORECASTER] Starting predict_future for FTV [2025-10-09T22:48:08.460496] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:08.461254] [DEBUG] [LOCAL ] No optimal features file found for FTV: ./output/feature-sets/FTV.txt [2025-10-09T22:48:08.461309] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:08.461341] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:08.461369] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:08.461425] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:08.478811] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:08.479398] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:08.479482] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:08.479516] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:08.509517] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:08.510100] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:08.510160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:08.510194] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:08.515541] [DEBUG] [FORECASTER] FTV: Forecast T+1@11:T+2@11: UP (p=87.15%) [2025-10-09T22:48:08.515896] [INFO ] [FORECASTER] Completed predict_future for FTV [2025-10-09T22:48:08.516047] [INFO ] [sig ] FTV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:08.665423] [INFO ] [LOCAL ] Saved forecast: FTV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FTV.txt [2025-10-09T22:48:08.665684] [WARN ] [sig ] [826/2211] Failed FTV after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:08.665771] [INFO ] [sig ] [827/2211] Forecasting FTWO... [2025-10-09T22:48:08.665812] [INFO ] [sig ] Generating forecast for: FTWO [2025-10-09T22:48:08.665878] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FTWO' from 'https://tdm.silogroup.org/data/derivative_storage/FTWO.csv'. [2025-10-09T22:48:08.674953] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'FTWO'. [2025-10-09T22:48:08.675265] [INFO ] [FORECASTER] Starting predict_future for FTWO [2025-10-09T22:48:08.701966] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:08.702895] [DEBUG] [LOCAL ] No optimal features file found for FTWO: ./output/feature-sets/FTWO.txt [2025-10-09T22:48:08.702956] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:08.702992] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:08.703023] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:08.703082] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:08.723009] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:08.723713] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:08.723802] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:08.723839] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:08.759070] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:08.759335] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:08.759400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:08.759435] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:08.763865] [DEBUG] [FORECASTER] FTWO: Forecast T+1@11:T+2@11: UP (p=61.85%) [2025-10-09T22:48:08.764162] [INFO ] [FORECASTER] Completed predict_future for FTWO [2025-10-09T22:48:08.764320] [INFO ] [sig ] FTWO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:08.912578] [INFO ] [LOCAL ] Saved forecast: FTWO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FTWO.txt [2025-10-09T22:48:08.912845] [WARN ] [sig ] [827/2211] Failed FTWO after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:08.912955] [INFO ] [sig ] [828/2211] Forecasting FUBO... [2025-10-09T22:48:08.913029] [INFO ] [sig ] Generating forecast for: FUBO [2025-10-09T22:48:08.913081] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FUBO' from 'https://tdm.silogroup.org/data/derivative_storage/FUBO.csv'. [2025-10-09T22:48:08.923433] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FUBO'. [2025-10-09T22:48:08.923811] [INFO ] [FORECASTER] Starting predict_future for FUBO [2025-10-09T22:48:08.949810] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:08.950558] [DEBUG] [LOCAL ] No optimal features file found for FUBO: ./output/feature-sets/FUBO.txt [2025-10-09T22:48:08.950613] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:08.950672] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:08.950722] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:08.950782] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:08.969069] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:08.969715] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:08.969808] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:08.969842] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:08.996600] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:08.996763] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:08.996810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:08.996841] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:09.000813] [DEBUG] [FORECASTER] FUBO: Forecast T+1@11:T+2@11: DOWN (p=22.05%) [2025-10-09T22:48:09.001089] [INFO ] [FORECASTER] Completed predict_future for FUBO [2025-10-09T22:48:09.001215] [INFO ] [sig ] FUBO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:09.147267] [INFO ] [LOCAL ] Saved forecast: FUBO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/FUBO.txt [2025-10-09T22:48:09.147528] [WARN ] [sig ] [828/2211] Failed FUBO after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:09.147671] [INFO ] [sig ] [829/2211] Forecasting FUL... [2025-10-09T22:48:09.147729] [INFO ] [sig ] Generating forecast for: FUL [2025-10-09T22:48:09.147764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FUL' from 'https://tdm.silogroup.org/data/derivative_storage/FUL.csv'. [2025-10-09T22:48:09.157364] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FUL'. [2025-10-09T22:48:09.157784] [INFO ] [FORECASTER] Starting predict_future for FUL [2025-10-09T22:48:09.183756] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:09.184521] [DEBUG] [LOCAL ] No optimal features file found for FUL: ./output/feature-sets/FUL.txt [2025-10-09T22:48:09.184576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:09.184610] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:09.184637] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:09.184739] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:09.202488] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:09.203185] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:09.203271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:09.203305] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:09.230722] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:09.230880] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:09.230921] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:09.230951] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:09.234413] [DEBUG] [FORECASTER] FUL: Forecast T+1@11:T+2@11: UP (p=53.94%) [2025-10-09T22:48:09.234763] [INFO ] [FORECASTER] Completed predict_future for FUL [2025-10-09T22:48:09.234917] [INFO ] [sig ] FUL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:09.381420] [INFO ] [LOCAL ] Saved forecast: FUL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FUL.txt [2025-10-09T22:48:09.381697] [WARN ] [sig ] [829/2211] Failed FUL after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:09.381781] [INFO ] [sig ] [830/2211] Forecasting FUN... [2025-10-09T22:48:09.381820] [INFO ] [sig ] Generating forecast for: FUN [2025-10-09T22:48:09.381870] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FUN' from 'https://tdm.silogroup.org/data/derivative_storage/FUN.csv'. [2025-10-09T22:48:09.390828] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FUN'. [2025-10-09T22:48:09.391132] [INFO ] [FORECASTER] Starting predict_future for FUN [2025-10-09T22:48:09.416714] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:09.417471] [DEBUG] [LOCAL ] No optimal features file found for FUN: ./output/feature-sets/FUN.txt [2025-10-09T22:48:09.417525] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:09.417558] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:09.417613] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:09.417724] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:09.435024] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:09.435577] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:09.435680] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:09.435734] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:09.461992] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:09.462103] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:09.462140] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:09.462188] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:09.465387] [DEBUG] [FORECASTER] FUN: Forecast T+1@11:T+2@11: UP (p=98.58%) [2025-10-09T22:48:09.465678] [INFO ] [FORECASTER] Completed predict_future for FUN [2025-10-09T22:48:09.465817] [INFO ] [sig ] FUN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:09.612240] [INFO ] [LOCAL ] Saved forecast: FUN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FUN.txt [2025-10-09T22:48:09.612501] [WARN ] [sig ] [830/2211] Failed FUN after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:09.612583] [INFO ] [sig ] [831/2211] Forecasting FVR... [2025-10-09T22:48:09.612622] [INFO ] [sig ] Generating forecast for: FVR [2025-10-09T22:48:09.612689] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FVR' from 'https://tdm.silogroup.org/data/derivative_storage/FVR.csv'. [2025-10-09T22:48:09.617232] [WARN ] [REMOTE ] Historical data not found for symbol 'FVR' (404). [2025-10-09T22:48:09.617430] [FATAL] [sig ] FVR: No historical data fetched. [2025-10-09T22:48:09.617517] [WARN ] [sig ] [831/2211] Failed FVR after 0.0s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:09.617596] [INFO ] [sig ] [832/2211] Forecasting FVRR... [2025-10-09T22:48:09.617675] [INFO ] [sig ] Generating forecast for: FVRR [2025-10-09T22:48:09.617728] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FVRR' from 'https://tdm.silogroup.org/data/derivative_storage/FVRR.csv'. [2025-10-09T22:48:09.626115] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'FVRR'. [2025-10-09T22:48:09.626397] [INFO ] [FORECASTER] Starting predict_future for FVRR [2025-10-09T22:48:09.651876] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:09.652565] [DEBUG] [LOCAL ] No optimal features file found for FVRR: ./output/feature-sets/FVRR.txt [2025-10-09T22:48:09.652619] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:09.652682] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:09.652732] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:09.652789] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:09.670036] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:09.670567] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:09.670675] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:09.670733] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:09.698863] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:09.699032] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:09.699073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:09.699103] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:09.702700] [DEBUG] [FORECASTER] FVRR: Forecast T+1@11:T+2@11: UP (p=98.97%) [2025-10-09T22:48:09.703009] [INFO ] [FORECASTER] Completed predict_future for FVRR [2025-10-09T22:48:09.703139] [INFO ] [sig ] FVRR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:09.846936] [INFO ] [LOCAL ] Saved forecast: FVRR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FVRR.txt [2025-10-09T22:48:09.847165] [WARN ] [sig ] [832/2211] Failed FVRR after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:09.847243] [INFO ] [sig ] [833/2211] Forecasting FXED... [2025-10-09T22:48:09.847282] [INFO ] [sig ] Generating forecast for: FXED [2025-10-09T22:48:09.847315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'FXED' from 'https://tdm.silogroup.org/data/derivative_storage/FXED.csv'. [2025-10-09T22:48:09.855806] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'FXED'. [2025-10-09T22:48:09.856085] [INFO ] [FORECASTER] Starting predict_future for FXED [2025-10-09T22:48:09.881457] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:09.882188] [DEBUG] [LOCAL ] No optimal features file found for FXED: ./output/feature-sets/FXED.txt [2025-10-09T22:48:09.882242] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:09.882276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:09.882304] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:09.882359] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:09.900069] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:09.900631] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:09.900742] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:09.900779] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:09.932933] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:09.933041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:09.933078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:09.933107] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:09.936356] [DEBUG] [FORECASTER] FXED: Forecast T+1@11:T+2@11: UP (p=89.91%) [2025-10-09T22:48:09.936625] [INFO ] [FORECASTER] Completed predict_future for FXED [2025-10-09T22:48:09.936793] [INFO ] [sig ] FXED: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:10.080033] [INFO ] [LOCAL ] Saved forecast: FXED 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/FXED.txt [2025-10-09T22:48:10.080257] [WARN ] [sig ] [833/2211] Failed FXED after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:10.080334] [INFO ] [sig ] [834/2211] Forecasting G... [2025-10-09T22:48:10.080373] [INFO ] [sig ] Generating forecast for: G [2025-10-09T22:48:10.080404] [DEBUG] [REMOTE ] Fetching historical data for symbol 'G' from 'https://tdm.silogroup.org/data/derivative_storage/G.csv'. [2025-10-09T22:48:10.090172] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'G'. [2025-10-09T22:48:10.090479] [INFO ] [FORECASTER] Starting predict_future for G [2025-10-09T22:48:10.116001] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:10.116746] [DEBUG] [LOCAL ] No optimal features file found for G: ./output/feature-sets/G.txt [2025-10-09T22:48:10.116837] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:10.116878] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:10.116906] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:10.116963] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:10.134791] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:10.135419] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:10.135515] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:10.135558] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:10.165690] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:10.165799] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:10.165842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:10.165874] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:10.169422] [DEBUG] [FORECASTER] G: Forecast T+1@11:T+2@11: DOWN (p=16.62%) [2025-10-09T22:48:10.169738] [INFO ] [FORECASTER] Completed predict_future for G [2025-10-09T22:48:10.169873] [INFO ] [sig ] G: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:10.315678] [INFO ] [LOCAL ] Saved forecast: G 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/G.txt [2025-10-09T22:48:10.315914] [WARN ] [sig ] [834/2211] Failed G after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.2m [2025-10-09T22:48:10.316002] [INFO ] [sig ] [835/2211] Forecasting GAB... [2025-10-09T22:48:10.316043] [INFO ] [sig ] Generating forecast for: GAB [2025-10-09T22:48:10.316074] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GAB' from 'https://tdm.silogroup.org/data/derivative_storage/GAB.csv'. [2025-10-09T22:48:10.326022] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GAB'. [2025-10-09T22:48:10.326329] [INFO ] [FORECASTER] Starting predict_future for GAB [2025-10-09T22:48:10.352302] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:10.353116] [DEBUG] [LOCAL ] No optimal features file found for GAB: ./output/feature-sets/GAB.txt [2025-10-09T22:48:10.353176] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:10.353212] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:10.353242] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:10.353301] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:10.372335] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:10.373040] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:10.373133] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:10.373170] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:10.400760] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:10.400877] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:10.400915] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:10.400943] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:10.404199] [DEBUG] [FORECASTER] GAB: Forecast T+1@11:T+2@11: UP (p=93.68%) [2025-10-09T22:48:10.404467] [INFO ] [FORECASTER] Completed predict_future for GAB [2025-10-09T22:48:10.404590] [INFO ] [sig ] GAB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:10.549410] [INFO ] [LOCAL ] Saved forecast: GAB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GAB.txt [2025-10-09T22:48:10.549671] [WARN ] [sig ] [835/2211] Failed GAB after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T22:48:10.549759] [INFO ] [sig ] [836/2211] Forecasting GAM... [2025-10-09T22:48:10.549800] [INFO ] [sig ] Generating forecast for: GAM [2025-10-09T22:48:10.549833] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GAM' from 'https://tdm.silogroup.org/data/derivative_storage/GAM.csv'. [2025-10-09T22:48:10.559106] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GAM'. [2025-10-09T22:48:10.559407] [INFO ] [FORECASTER] Starting predict_future for GAM [2025-10-09T22:48:10.584838] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:10.585543] [DEBUG] [LOCAL ] No optimal features file found for GAM: ./output/feature-sets/GAM.txt [2025-10-09T22:48:10.585597] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:10.585630] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:10.585695] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:10.585765] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:10.603210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:10.603795] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:10.603878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:10.603911] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:10.629099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:10.629193] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:10.629229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:10.629307] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:10.632435] [DEBUG] [FORECASTER] GAM: Forecast T+1@11:T+2@11: UP (p=96.01%) [2025-10-09T22:48:10.632730] [INFO ] [FORECASTER] Completed predict_future for GAM [2025-10-09T22:48:10.632861] [INFO ] [sig ] GAM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:10.775071] [INFO ] [LOCAL ] Saved forecast: GAM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GAM.txt [2025-10-09T22:48:10.775301] [WARN ] [sig ] [836/2211] Failed GAM after 0.2s | 4.46 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T22:48:10.775377] [INFO ] [sig ] [837/2211] Forecasting GAP... [2025-10-09T22:48:10.775417] [INFO ] [sig ] Generating forecast for: GAP [2025-10-09T22:48:10.775449] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GAP' from 'https://tdm.silogroup.org/data/derivative_storage/GAP.csv'. [2025-10-09T22:48:10.785410] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GAP'. [2025-10-09T22:48:10.785721] [INFO ] [FORECASTER] Starting predict_future for GAP [2025-10-09T22:48:10.815379] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:10.816248] [DEBUG] [LOCAL ] No optimal features file found for GAP: ./output/feature-sets/GAP.txt [2025-10-09T22:48:10.816308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:10.816352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:10.816405] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:10.816464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:10.834283] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:10.834886] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:10.834977] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:10.835030] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:10.868883] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:10.869095] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:10.869139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:10.869590] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:10.873526] [DEBUG] [FORECASTER] GAP: Forecast T+1@11:T+2@11: UP (p=69.32%) [2025-10-09T22:48:10.873849] [INFO ] [FORECASTER] Completed predict_future for GAP [2025-10-09T22:48:10.874032] [INFO ] [sig ] GAP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:11.016967] [INFO ] [LOCAL ] Saved forecast: GAP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GAP.txt [2025-10-09T22:48:11.017195] [WARN ] [sig ] [837/2211] Failed GAP after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T22:48:11.017272] [INFO ] [sig ] [838/2211] Forecasting GATX... [2025-10-09T22:48:11.017311] [INFO ] [sig ] Generating forecast for: GATX [2025-10-09T22:48:11.017342] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GATX' from 'https://tdm.silogroup.org/data/derivative_storage/GATX.csv'. [2025-10-09T22:48:11.028623] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GATX'. [2025-10-09T22:48:11.029017] [INFO ] [FORECASTER] Starting predict_future for GATX [2025-10-09T22:48:11.054528] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:11.055334] [DEBUG] [LOCAL ] No optimal features file found for GATX: ./output/feature-sets/GATX.txt [2025-10-09T22:48:11.055389] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:11.055424] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:11.055451] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:11.055507] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:11.072964] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:11.073587] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:11.073696] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:11.073751] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:11.112428] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:11.112548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:11.112585] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:11.112614] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:11.115941] [DEBUG] [FORECASTER] GATX: Forecast T+1@11:T+2@11: UP (p=96.81%) [2025-10-09T22:48:11.116218] [INFO ] [FORECASTER] Completed predict_future for GATX [2025-10-09T22:48:11.116355] [INFO ] [sig ] GATX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:11.259751] [INFO ] [LOCAL ] Saved forecast: GATX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GATX.txt [2025-10-09T22:48:11.260005] [WARN ] [sig ] [838/2211] Failed GATX after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T22:48:11.260086] [INFO ] [sig ] [839/2211] Forecasting GBAB... [2025-10-09T22:48:11.260125] [INFO ] [sig ] Generating forecast for: GBAB [2025-10-09T22:48:11.260157] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBAB' from 'https://tdm.silogroup.org/data/derivative_storage/GBAB.csv'. [2025-10-09T22:48:11.270956] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GBAB'. [2025-10-09T22:48:11.271301] [INFO ] [FORECASTER] Starting predict_future for GBAB [2025-10-09T22:48:11.296905] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:11.297636] [DEBUG] [LOCAL ] No optimal features file found for GBAB: ./output/feature-sets/GBAB.txt [2025-10-09T22:48:11.297717] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:11.297752] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:11.297779] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:11.297835] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:11.315407] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:11.315990] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:11.316076] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:11.316109] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:11.377262] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:11.377380] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:11.377416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:11.377446] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:11.380799] [DEBUG] [FORECASTER] GBAB: Forecast T+1@11:T+2@11: UP (p=95.12%) [2025-10-09T22:48:11.381067] [INFO ] [FORECASTER] Completed predict_future for GBAB [2025-10-09T22:48:11.381201] [INFO ] [sig ] GBAB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:11.524802] [INFO ] [LOCAL ] Saved forecast: GBAB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GBAB.txt [2025-10-09T22:48:11.525025] [WARN ] [sig ] [839/2211] Failed GBAB after 0.3s | 4.45 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T22:48:11.525101] [INFO ] [sig ] [840/2211] Forecasting GBCI... [2025-10-09T22:48:11.525140] [INFO ] [sig ] Generating forecast for: GBCI [2025-10-09T22:48:11.525171] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBCI' from 'https://tdm.silogroup.org/data/derivative_storage/GBCI.csv'. [2025-10-09T22:48:11.535454] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GBCI'. [2025-10-09T22:48:11.535793] [INFO ] [FORECASTER] Starting predict_future for GBCI [2025-10-09T22:48:11.561577] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:11.562367] [DEBUG] [LOCAL ] No optimal features file found for GBCI: ./output/feature-sets/GBCI.txt [2025-10-09T22:48:11.562428] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:11.562466] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:11.562526] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:11.562606] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:11.580489] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:11.581097] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:11.581189] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:11.581223] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:11.618987] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:11.619078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:11.619113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:11.619140] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:11.622234] [DEBUG] [FORECASTER] GBCI: Forecast T+1@11:T+2@11: UP (p=56.65%) [2025-10-09T22:48:11.622497] [INFO ] [FORECASTER] Completed predict_future for GBCI [2025-10-09T22:48:11.622631] [INFO ] [sig ] GBCI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:11.767147] [INFO ] [LOCAL ] Saved forecast: GBCI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GBCI.txt [2025-10-09T22:48:11.767360] [WARN ] [sig ] [840/2211] Failed GBCI after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T22:48:11.767435] [INFO ] [sig ] [841/2211] Forecasting GBTG... [2025-10-09T22:48:11.767475] [INFO ] [sig ] Generating forecast for: GBTG [2025-10-09T22:48:11.767505] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBTG' from 'https://tdm.silogroup.org/data/derivative_storage/GBTG.csv'. [2025-10-09T22:48:11.778239] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GBTG'. [2025-10-09T22:48:11.778665] [INFO ] [FORECASTER] Starting predict_future for GBTG [2025-10-09T22:48:11.805013] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:11.805806] [DEBUG] [LOCAL ] No optimal features file found for GBTG: ./output/feature-sets/GBTG.txt [2025-10-09T22:48:11.805861] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:11.805894] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:11.805922] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:11.805978] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:11.823847] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:11.824434] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:11.824518] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:11.824551] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:11.862729] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:11.862898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:11.862940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:11.862969] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:11.866554] [DEBUG] [FORECASTER] GBTG: Forecast T+1@11:T+2@11: UP (p=95.80%) [2025-10-09T22:48:11.866875] [INFO ] [FORECASTER] Completed predict_future for GBTG [2025-10-09T22:48:11.867017] [INFO ] [sig ] GBTG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:12.009809] [INFO ] [LOCAL ] Saved forecast: GBTG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GBTG.txt [2025-10-09T22:48:12.010057] [WARN ] [sig ] [841/2211] Failed GBTG after 0.2s | 4.45 sym/s | Total: 3.1m | ETA: 5.1m [2025-10-09T22:48:12.010144] [INFO ] [sig ] [842/2211] Forecasting GBX... [2025-10-09T22:48:12.010184] [INFO ] [sig ] Generating forecast for: GBX [2025-10-09T22:48:12.010215] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GBX' from 'https://tdm.silogroup.org/data/derivative_storage/GBX.csv'. [2025-10-09T22:48:12.020718] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GBX'. [2025-10-09T22:48:12.021064] [INFO ] [FORECASTER] Starting predict_future for GBX [2025-10-09T22:48:12.046527] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:12.047345] [DEBUG] [LOCAL ] No optimal features file found for GBX: ./output/feature-sets/GBX.txt [2025-10-09T22:48:12.047399] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:12.047432] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:12.047460] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:12.047519] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:12.064892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:12.065470] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:12.065559] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:12.065592] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:12.100595] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:12.100744] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:12.100790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:12.100820] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:12.104202] [DEBUG] [FORECASTER] GBX: Forecast T+1@11:T+2@11: UP (p=92.73%) [2025-10-09T22:48:12.104483] [INFO ] [FORECASTER] Completed predict_future for GBX [2025-10-09T22:48:12.104629] [INFO ] [sig ] GBX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:12.247290] [INFO ] [LOCAL ] Saved forecast: GBX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GBX.txt [2025-10-09T22:48:12.247563] [WARN ] [sig ] [842/2211] Failed GBX after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:12.247690] [INFO ] [sig ] [843/2211] Forecasting GCI... [2025-10-09T22:48:12.247738] [INFO ] [sig ] Generating forecast for: GCI [2025-10-09T22:48:12.247770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCI' from 'https://tdm.silogroup.org/data/derivative_storage/GCI.csv'. [2025-10-09T22:48:12.258458] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GCI'. [2025-10-09T22:48:12.258921] [INFO ] [FORECASTER] Starting predict_future for GCI [2025-10-09T22:48:12.285287] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:12.286129] [DEBUG] [LOCAL ] No optimal features file found for GCI: ./output/feature-sets/GCI.txt [2025-10-09T22:48:12.286187] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:12.286221] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:12.286248] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:12.286304] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:12.303908] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:12.304812] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:12.304906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:12.304940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:12.340021] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:12.340148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:12.340187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:12.340232] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:12.343638] [DEBUG] [FORECASTER] GCI: Forecast T+1@11:T+2@11: DOWN (p=21.25%) [2025-10-09T22:48:12.343954] [INFO ] [FORECASTER] Completed predict_future for GCI [2025-10-09T22:48:12.344096] [INFO ] [sig ] GCI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:12.486893] [INFO ] [LOCAL ] Saved forecast: GCI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GCI.txt [2025-10-09T22:48:12.487150] [WARN ] [sig ] [843/2211] Failed GCI after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:12.487227] [INFO ] [sig ] [844/2211] Forecasting GCO... [2025-10-09T22:48:12.487265] [INFO ] [sig ] Generating forecast for: GCO [2025-10-09T22:48:12.487296] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCO' from 'https://tdm.silogroup.org/data/derivative_storage/GCO.csv'. [2025-10-09T22:48:12.497943] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GCO'. [2025-10-09T22:48:12.498317] [INFO ] [FORECASTER] Starting predict_future for GCO [2025-10-09T22:48:12.524476] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:12.525218] [DEBUG] [LOCAL ] No optimal features file found for GCO: ./output/feature-sets/GCO.txt [2025-10-09T22:48:12.525273] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:12.525306] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:12.525335] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:12.525391] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:12.543419] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:12.544265] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:12.544359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:12.544446] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:12.579167] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:12.579315] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:12.579357] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:12.579386] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:12.582885] [DEBUG] [FORECASTER] GCO: Forecast T+1@11:T+2@11: DOWN (p=8.81%) [2025-10-09T22:48:12.583169] [INFO ] [FORECASTER] Completed predict_future for GCO [2025-10-09T22:48:12.583307] [INFO ] [sig ] GCO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:12.729757] [INFO ] [LOCAL ] Saved forecast: GCO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GCO.txt [2025-10-09T22:48:12.729984] [WARN ] [sig ] [844/2211] Failed GCO after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:12.730061] [INFO ] [sig ] [845/2211] Forecasting GCTS... [2025-10-09T22:48:12.730100] [INFO ] [sig ] Generating forecast for: GCTS [2025-10-09T22:48:12.730132] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCTS' from 'https://tdm.silogroup.org/data/derivative_storage/GCTS.csv'. [2025-10-09T22:48:12.740683] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GCTS'. [2025-10-09T22:48:12.741088] [INFO ] [FORECASTER] Starting predict_future for GCTS [2025-10-09T22:48:12.766972] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:12.767789] [DEBUG] [LOCAL ] No optimal features file found for GCTS: ./output/feature-sets/GCTS.txt [2025-10-09T22:48:12.767858] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:12.767896] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:12.767923] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:12.767979] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:12.785321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:12.786006] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:12.786097] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:12.786130] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:12.823862] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:12.824019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:12.824061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:12.824090] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:12.827619] [DEBUG] [FORECASTER] GCTS: Forecast T+1@11:T+2@11: DOWN (p=5.70%) [2025-10-09T22:48:12.827961] [INFO ] [FORECASTER] Completed predict_future for GCTS [2025-10-09T22:48:12.828101] [INFO ] [sig ] GCTS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:12.971255] [INFO ] [LOCAL ] Saved forecast: GCTS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GCTS.txt [2025-10-09T22:48:12.971485] [WARN ] [sig ] [845/2211] Failed GCTS after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:12.971562] [INFO ] [sig ] [846/2211] Forecasting GCV... [2025-10-09T22:48:12.971601] [INFO ] [sig ] Generating forecast for: GCV [2025-10-09T22:48:12.971632] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GCV' from 'https://tdm.silogroup.org/data/derivative_storage/GCV.csv'. [2025-10-09T22:48:12.981223] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GCV'. [2025-10-09T22:48:12.981550] [INFO ] [FORECASTER] Starting predict_future for GCV [2025-10-09T22:48:13.007038] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:13.007834] [DEBUG] [LOCAL ] No optimal features file found for GCV: ./output/feature-sets/GCV.txt [2025-10-09T22:48:13.007889] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:13.007923] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:13.007950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:13.008006] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:13.025191] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:13.025795] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:13.025882] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:13.025916] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:13.064265] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:13.064552] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:13.064624] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:13.064705] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:13.068765] [DEBUG] [FORECASTER] GCV: Forecast T+1@11:T+2@11: UP (p=60.66%) [2025-10-09T22:48:13.069106] [INFO ] [FORECASTER] Completed predict_future for GCV [2025-10-09T22:48:13.069257] [INFO ] [sig ] GCV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:13.211893] [INFO ] [LOCAL ] Saved forecast: GCV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GCV.txt [2025-10-09T22:48:13.212141] [WARN ] [sig ] [846/2211] Failed GCV after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:13.212223] [INFO ] [sig ] [847/2211] Forecasting GD... [2025-10-09T22:48:13.212286] [INFO ] [sig ] Generating forecast for: GD [2025-10-09T22:48:13.212322] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GD' from 'https://tdm.silogroup.org/data/derivative_storage/GD.csv'. [2025-10-09T22:48:13.223174] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GD'. [2025-10-09T22:48:13.223509] [INFO ] [FORECASTER] Starting predict_future for GD [2025-10-09T22:48:13.249131] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:13.249945] [DEBUG] [LOCAL ] No optimal features file found for GD: ./output/feature-sets/GD.txt [2025-10-09T22:48:13.250000] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:13.250033] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:13.250061] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:13.250116] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:13.267282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:13.267967] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:13.268052] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:13.268086] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:13.306883] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:13.306987] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:13.307022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:13.307050] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:13.310244] [DEBUG] [FORECASTER] GD: Forecast T+1@11:T+2@11: UP (p=95.14%) [2025-10-09T22:48:13.310519] [INFO ] [FORECASTER] Completed predict_future for GD [2025-10-09T22:48:13.310683] [INFO ] [sig ] GD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:13.452596] [INFO ] [LOCAL ] Saved forecast: GD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GD.txt [2025-10-09T22:48:13.452889] [WARN ] [sig ] [847/2211] Failed GD after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:13.452971] [INFO ] [sig ] [848/2211] Forecasting GDDY... [2025-10-09T22:48:13.453026] [INFO ] [sig ] Generating forecast for: GDDY [2025-10-09T22:48:13.453059] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDDY' from 'https://tdm.silogroup.org/data/derivative_storage/GDDY.csv'. [2025-10-09T22:48:13.463610] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GDDY'. [2025-10-09T22:48:13.463951] [INFO ] [FORECASTER] Starting predict_future for GDDY [2025-10-09T22:48:13.489202] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:13.489990] [DEBUG] [LOCAL ] No optimal features file found for GDDY: ./output/feature-sets/GDDY.txt [2025-10-09T22:48:13.490044] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:13.490077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:13.490105] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:13.490162] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:13.507331] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:13.507937] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:13.508021] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:13.508055] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:13.545859] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:13.545994] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:13.546033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:13.546062] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:13.549495] [DEBUG] [FORECASTER] GDDY: Forecast T+1@11:T+2@11: DOWN (p=21.20%) [2025-10-09T22:48:13.549816] [INFO ] [FORECASTER] Completed predict_future for GDDY [2025-10-09T22:48:13.549962] [INFO ] [sig ] GDDY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:13.692090] [INFO ] [LOCAL ] Saved forecast: GDDY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GDDY.txt [2025-10-09T22:48:13.692332] [WARN ] [sig ] [848/2211] Failed GDDY after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:13.692409] [INFO ] [sig ] [849/2211] Forecasting GDIV... [2025-10-09T22:48:13.692459] [INFO ] [sig ] Generating forecast for: GDIV [2025-10-09T22:48:13.692492] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDIV' from 'https://tdm.silogroup.org/data/derivative_storage/GDIV.csv'. [2025-10-09T22:48:13.702428] [DEBUG] [REMOTE ] Successfully parsed 1804 rows of historical data for symbol 'GDIV'. [2025-10-09T22:48:13.702782] [INFO ] [FORECASTER] Starting predict_future for GDIV [2025-10-09T22:48:13.728295] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:13.729069] [DEBUG] [LOCAL ] No optimal features file found for GDIV: ./output/feature-sets/GDIV.txt [2025-10-09T22:48:13.729124] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:13.729156] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:13.729184] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:13.729239] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:13.746607] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:13.747204] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:13.747286] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:13.747318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:13.782920] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:13.783050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:13.783088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:13.783117] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:13.786475] [DEBUG] [FORECASTER] GDIV: Forecast T+1@11:T+2@11: DOWN (p=1.53%) [2025-10-09T22:48:13.786801] [INFO ] [FORECASTER] Completed predict_future for GDIV [2025-10-09T22:48:13.786945] [INFO ] [sig ] GDIV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:13.928402] [INFO ] [LOCAL ] Saved forecast: GDIV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GDIV.txt [2025-10-09T22:48:13.928678] [WARN ] [sig ] [849/2211] Failed GDIV after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:13.928763] [INFO ] [sig ] [850/2211] Forecasting GDL... [2025-10-09T22:48:13.928804] [INFO ] [sig ] Generating forecast for: GDL [2025-10-09T22:48:13.928836] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDL' from 'https://tdm.silogroup.org/data/derivative_storage/GDL.csv'. [2025-10-09T22:48:13.940342] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GDL'. [2025-10-09T22:48:13.940787] [INFO ] [FORECASTER] Starting predict_future for GDL [2025-10-09T22:48:13.971225] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:13.972125] [DEBUG] [LOCAL ] No optimal features file found for GDL: ./output/feature-sets/GDL.txt [2025-10-09T22:48:13.972183] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:13.972218] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:13.972246] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:13.972304] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:13.993755] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:13.994536] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:13.994677] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:13.994735] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:14.034081] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:14.034190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:14.034228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:14.034257] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:14.038072] [DEBUG] [FORECASTER] GDL: Forecast T+1@11:T+2@11: UP (p=59.32%) [2025-10-09T22:48:14.038353] [INFO ] [FORECASTER] Completed predict_future for GDL [2025-10-09T22:48:14.038506] [INFO ] [sig ] GDL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:14.220169] [INFO ] [LOCAL ] Saved forecast: GDL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GDL.txt [2025-10-09T22:48:14.220499] [WARN ] [sig ] [850/2211] Failed GDL after 0.3s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:14.220603] [INFO ] [sig ] [851/2211] Forecasting GDO... [2025-10-09T22:48:14.220683] [INFO ] [sig ] Generating forecast for: GDO [2025-10-09T22:48:14.220740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDO' from 'https://tdm.silogroup.org/data/derivative_storage/GDO.csv'. [2025-10-09T22:48:14.231574] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GDO'. [2025-10-09T22:48:14.231913] [INFO ] [FORECASTER] Starting predict_future for GDO [2025-10-09T22:48:14.261539] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:14.262520] [DEBUG] [LOCAL ] No optimal features file found for GDO: ./output/feature-sets/GDO.txt [2025-10-09T22:48:14.262578] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:14.262618] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:14.262739] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:14.262808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:14.283593] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:14.284203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:14.284294] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:14.284330] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:14.324682] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:14.324802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:14.324842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:14.324871] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:14.328280] [DEBUG] [FORECASTER] GDO: Forecast T+1@11:T+2@11: UP (p=87.06%) [2025-10-09T22:48:14.328557] [INFO ] [FORECASTER] Completed predict_future for GDO [2025-10-09T22:48:14.328733] [INFO ] [sig ] GDO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:14.485138] [INFO ] [LOCAL ] Saved forecast: GDO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GDO.txt [2025-10-09T22:48:14.485396] [WARN ] [sig ] [851/2211] Failed GDO after 0.3s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:14.485473] [INFO ] [sig ] [852/2211] Forecasting GDOT... [2025-10-09T22:48:14.485512] [INFO ] [sig ] Generating forecast for: GDOT [2025-10-09T22:48:14.485543] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDOT' from 'https://tdm.silogroup.org/data/derivative_storage/GDOT.csv'. [2025-10-09T22:48:14.495956] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GDOT'. [2025-10-09T22:48:14.496311] [INFO ] [FORECASTER] Starting predict_future for GDOT [2025-10-09T22:48:14.521563] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:14.522287] [DEBUG] [LOCAL ] No optimal features file found for GDOT: ./output/feature-sets/GDOT.txt [2025-10-09T22:48:14.522341] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:14.522374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:14.522401] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:14.522458] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:14.539797] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:14.540362] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:14.540443] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:14.540476] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:14.582304] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:14.582442] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:14.582481] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:14.582510] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:14.585887] [DEBUG] [FORECASTER] GDOT: Forecast T+1@11:T+2@11: DOWN (p=12.28%) [2025-10-09T22:48:14.586161] [INFO ] [FORECASTER] Completed predict_future for GDOT [2025-10-09T22:48:14.586296] [INFO ] [sig ] GDOT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:14.727928] [INFO ] [LOCAL ] Saved forecast: GDOT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GDOT.txt [2025-10-09T22:48:14.728181] [WARN ] [sig ] [852/2211] Failed GDOT after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:14.728261] [INFO ] [sig ] [853/2211] Forecasting GDV... [2025-10-09T22:48:14.728300] [INFO ] [sig ] Generating forecast for: GDV [2025-10-09T22:48:14.728331] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GDV' from 'https://tdm.silogroup.org/data/derivative_storage/GDV.csv'. [2025-10-09T22:48:14.741504] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GDV'. [2025-10-09T22:48:14.742268] [INFO ] [FORECASTER] Starting predict_future for GDV [2025-10-09T22:48:14.776334] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:14.782364] [DEBUG] [LOCAL ] No optimal features file found for GDV: ./output/feature-sets/GDV.txt [2025-10-09T22:48:14.782819] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:14.782894] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:14.782952] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:14.783092] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:14.801987] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:14.803137] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:14.803253] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:14.803307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:14.840844] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:14.841026] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:14.841083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:14.841115] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:14.844825] [DEBUG] [FORECASTER] GDV: Forecast T+1@11:T+2@11: UP (p=62.51%) [2025-10-09T22:48:14.845119] [INFO ] [FORECASTER] Completed predict_future for GDV [2025-10-09T22:48:14.845266] [INFO ] [sig ] GDV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:14.995889] [INFO ] [LOCAL ] Saved forecast: GDV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GDV.txt [2025-10-09T22:48:14.996217] [WARN ] [sig ] [853/2211] Failed GDV after 0.3s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:14.996315] [INFO ] [sig ] [854/2211] Forecasting GE... [2025-10-09T22:48:14.996356] [INFO ] [sig ] Generating forecast for: GE [2025-10-09T22:48:14.996389] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GE' from 'https://tdm.silogroup.org/data/derivative_storage/GE.csv'. [2025-10-09T22:48:15.007689] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GE'. [2025-10-09T22:48:15.007990] [INFO ] [FORECASTER] Starting predict_future for GE [2025-10-09T22:48:15.034593] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:15.035474] [DEBUG] [LOCAL ] No optimal features file found for GE: ./output/feature-sets/GE.txt [2025-10-09T22:48:15.035529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:15.035566] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:15.035594] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:15.035682] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:15.053607] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:15.054231] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:15.054317] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:15.054351] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:15.093662] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:15.093847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:15.093891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:15.093919] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:15.097418] [DEBUG] [FORECASTER] GE: Forecast T+1@11:T+2@11: UP (p=95.29%) [2025-10-09T22:48:15.098167] [INFO ] [FORECASTER] Completed predict_future for GE [2025-10-09T22:48:15.098326] [INFO ] [sig ] GE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:15.242530] [INFO ] [LOCAL ] Saved forecast: GE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GE.txt [2025-10-09T22:48:15.242867] [WARN ] [sig ] [854/2211] Failed GE after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:15.242954] [INFO ] [sig ] [855/2211] Forecasting GEF... [2025-10-09T22:48:15.242996] [INFO ] [sig ] Generating forecast for: GEF [2025-10-09T22:48:15.243029] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEF' from 'https://tdm.silogroup.org/data/derivative_storage/GEF.csv'. [2025-10-09T22:48:15.253002] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GEF'. [2025-10-09T22:48:15.253361] [INFO ] [FORECASTER] Starting predict_future for GEF [2025-10-09T22:48:15.278777] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:15.279498] [DEBUG] [LOCAL ] No optimal features file found for GEF: ./output/feature-sets/GEF.txt [2025-10-09T22:48:15.279552] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:15.279586] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:15.279613] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:15.279689] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:15.296824] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:15.297364] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:15.297449] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:15.297483] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:15.337187] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:15.337320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:15.337359] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:15.337388] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:15.340789] [DEBUG] [FORECASTER] GEF: Forecast T+1@11:T+2@11: DOWN (p=29.15%) [2025-10-09T22:48:15.341065] [INFO ] [FORECASTER] Completed predict_future for GEF [2025-10-09T22:48:15.341198] [INFO ] [sig ] GEF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:15.482552] [INFO ] [LOCAL ] Saved forecast: GEF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GEF.txt [2025-10-09T22:48:15.482845] [WARN ] [sig ] [855/2211] Failed GEF after 0.2s | 4.45 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:15.482929] [INFO ] [sig ] [856/2211] Forecasting GEL... [2025-10-09T22:48:15.482979] [INFO ] [sig ] Generating forecast for: GEL [2025-10-09T22:48:15.483014] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEL' from 'https://tdm.silogroup.org/data/derivative_storage/GEL.csv'. [2025-10-09T22:48:15.493694] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GEL'. [2025-10-09T22:48:15.494127] [INFO ] [FORECASTER] Starting predict_future for GEL [2025-10-09T22:48:15.520253] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:15.521030] [DEBUG] [LOCAL ] No optimal features file found for GEL: ./output/feature-sets/GEL.txt [2025-10-09T22:48:15.521088] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:15.521122] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:15.521150] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:15.521209] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:15.539121] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:15.539739] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:15.539827] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:15.539862] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:15.576135] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:15.576287] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:15.576329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:15.576360] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:15.579985] [DEBUG] [FORECASTER] GEL: Forecast T+1@11:T+2@11: DOWN (p=43.82%) [2025-10-09T22:48:15.580276] [INFO ] [FORECASTER] Completed predict_future for GEL [2025-10-09T22:48:15.580425] [INFO ] [sig ] GEL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:15.744381] [INFO ] [LOCAL ] Saved forecast: GEL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GEL.txt [2025-10-09T22:48:15.744717] [WARN ] [sig ] [856/2211] Failed GEL after 0.3s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:15.744850] [INFO ] [sig ] [857/2211] Forecasting GENI... [2025-10-09T22:48:15.744890] [INFO ] [sig ] Generating forecast for: GENI [2025-10-09T22:48:15.744922] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GENI' from 'https://tdm.silogroup.org/data/derivative_storage/GENI.csv'. [2025-10-09T22:48:15.757109] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GENI'. [2025-10-09T22:48:15.757419] [INFO ] [FORECASTER] Starting predict_future for GENI [2025-10-09T22:48:15.784040] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:15.784895] [DEBUG] [LOCAL ] No optimal features file found for GENI: ./output/feature-sets/GENI.txt [2025-10-09T22:48:15.784954] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:15.784989] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:15.785017] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:15.785075] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:15.803993] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:15.804968] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:15.805064] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:15.805100] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:15.842744] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:15.842945] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:15.842991] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:15.843021] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:15.846758] [DEBUG] [FORECASTER] GENI: Forecast T+1@11:T+2@11: DOWN (p=4.53%) [2025-10-09T22:48:15.847084] [INFO ] [FORECASTER] Completed predict_future for GENI [2025-10-09T22:48:15.847233] [INFO ] [sig ] GENI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:15.996131] [INFO ] [LOCAL ] Saved forecast: GENI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GENI.txt [2025-10-09T22:48:15.996391] [WARN ] [sig ] [857/2211] Failed GENI after 0.3s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:15.996468] [INFO ] [sig ] [858/2211] Forecasting GEO... [2025-10-09T22:48:15.996507] [INFO ] [sig ] Generating forecast for: GEO [2025-10-09T22:48:15.996540] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEO' from 'https://tdm.silogroup.org/data/derivative_storage/GEO.csv'. [2025-10-09T22:48:16.006272] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GEO'. [2025-10-09T22:48:16.006617] [INFO ] [FORECASTER] Starting predict_future for GEO [2025-10-09T22:48:16.033017] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:16.033830] [DEBUG] [LOCAL ] No optimal features file found for GEO: ./output/feature-sets/GEO.txt [2025-10-09T22:48:16.033888] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:16.033921] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:16.033948] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:16.034006] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:16.051249] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:16.051834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:16.051917] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:16.051951] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:16.088387] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:16.088513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:16.088551] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:16.088580] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:16.091893] [DEBUG] [FORECASTER] GEO: Forecast T+1@11:T+2@11: DOWN (p=35.71%) [2025-10-09T22:48:16.092162] [INFO ] [FORECASTER] Completed predict_future for GEO [2025-10-09T22:48:16.092301] [INFO ] [sig ] GEO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:16.236667] [INFO ] [LOCAL ] Saved forecast: GEO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GEO.txt [2025-10-09T22:48:16.236938] [WARN ] [sig ] [858/2211] Failed GEO after 0.2s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:16.237015] [INFO ] [sig ] [859/2211] Forecasting GES... [2025-10-09T22:48:16.237055] [INFO ] [sig ] Generating forecast for: GES [2025-10-09T22:48:16.237086] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GES' from 'https://tdm.silogroup.org/data/derivative_storage/GES.csv'. [2025-10-09T22:48:16.247236] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GES'. [2025-10-09T22:48:16.247529] [INFO ] [FORECASTER] Starting predict_future for GES [2025-10-09T22:48:16.272803] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:16.273564] [DEBUG] [LOCAL ] No optimal features file found for GES: ./output/feature-sets/GES.txt [2025-10-09T22:48:16.273618] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:16.273682] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:16.273729] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:16.273788] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:16.291110] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:16.291694] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:16.291800] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:16.291835] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:16.329466] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:16.329566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:16.329603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:16.329631] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:16.332814] [DEBUG] [FORECASTER] GES: Forecast T+1@11:T+2@11: UP (p=81.65%) [2025-10-09T22:48:16.333079] [INFO ] [FORECASTER] Completed predict_future for GES [2025-10-09T22:48:16.333219] [INFO ] [sig ] GES: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:16.475226] [INFO ] [LOCAL ] Saved forecast: GES 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GES.txt [2025-10-09T22:48:16.475492] [WARN ] [sig ] [859/2211] Failed GES after 0.2s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:16.475570] [INFO ] [sig ] [860/2211] Forecasting GETY... [2025-10-09T22:48:16.475609] [INFO ] [sig ] Generating forecast for: GETY [2025-10-09T22:48:16.475640] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GETY' from 'https://tdm.silogroup.org/data/derivative_storage/GETY.csv'. [2025-10-09T22:48:16.486713] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GETY'. [2025-10-09T22:48:16.487112] [INFO ] [FORECASTER] Starting predict_future for GETY [2025-10-09T22:48:16.513412] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:16.514226] [DEBUG] [LOCAL ] No optimal features file found for GETY: ./output/feature-sets/GETY.txt [2025-10-09T22:48:16.514286] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:16.514320] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:16.514347] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:16.514402] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:16.531945] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:16.532503] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:16.532589] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:16.532623] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:16.570418] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:16.570521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:16.570557] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:16.570584] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:16.573857] [DEBUG] [FORECASTER] GETY: Forecast T+1@11:T+2@11: UP (p=58.90%) [2025-10-09T22:48:16.574137] [INFO ] [FORECASTER] Completed predict_future for GETY [2025-10-09T22:48:16.574281] [INFO ] [sig ] GETY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:16.733217] [INFO ] [LOCAL ] Saved forecast: GETY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GETY.txt [2025-10-09T22:48:16.733519] [WARN ] [sig ] [860/2211] Failed GETY after 0.3s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:16.733608] [INFO ] [sig ] [861/2211] Forecasting GEV... [2025-10-09T22:48:16.733677] [INFO ] [sig ] Generating forecast for: GEV [2025-10-09T22:48:16.733729] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GEV' from 'https://tdm.silogroup.org/data/derivative_storage/GEV.csv'. [2025-10-09T22:48:16.744746] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GEV'. [2025-10-09T22:48:16.745058] [INFO ] [FORECASTER] Starting predict_future for GEV [2025-10-09T22:48:16.771282] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:16.772060] [DEBUG] [LOCAL ] No optimal features file found for GEV: ./output/feature-sets/GEV.txt [2025-10-09T22:48:16.772134] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:16.772170] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:16.772198] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:16.772255] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:16.791338] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:16.792153] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:16.792244] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:16.792277] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:16.830717] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:16.830913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:16.830956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:16.830986] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:16.836728] [DEBUG] [FORECASTER] GEV: Forecast T+1@11:T+2@11: DOWN (p=34.11%) [2025-10-09T22:48:16.837023] [INFO ] [FORECASTER] Completed predict_future for GEV [2025-10-09T22:48:16.837164] [INFO ] [sig ] GEV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:16.992416] [INFO ] [LOCAL ] Saved forecast: GEV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GEV.txt [2025-10-09T22:48:16.992755] [WARN ] [sig ] [861/2211] Failed GEV after 0.3s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:16.992841] [INFO ] [sig ] [862/2211] Forecasting GF... [2025-10-09T22:48:16.992882] [INFO ] [sig ] Generating forecast for: GF [2025-10-09T22:48:16.992914] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GF' from 'https://tdm.silogroup.org/data/derivative_storage/GF.csv'. [2025-10-09T22:48:17.002736] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GF'. [2025-10-09T22:48:17.003026] [INFO ] [FORECASTER] Starting predict_future for GF [2025-10-09T22:48:17.028506] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:17.029260] [DEBUG] [LOCAL ] No optimal features file found for GF: ./output/feature-sets/GF.txt [2025-10-09T22:48:17.029319] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:17.029353] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:17.029380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:17.029435] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:17.046937] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:17.047479] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:17.047561] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:17.047625] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:17.110791] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:17.110944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:17.110986] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:17.111015] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:17.114534] [DEBUG] [FORECASTER] GF: Forecast T+1@11:T+2@11: DOWN (p=17.23%) [2025-10-09T22:48:17.114851] [INFO ] [FORECASTER] Completed predict_future for GF [2025-10-09T22:48:17.114995] [INFO ] [sig ] GF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:17.256037] [INFO ] [LOCAL ] Saved forecast: GF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GF.txt [2025-10-09T22:48:17.256262] [WARN ] [sig ] [862/2211] Failed GF after 0.3s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:17.256339] [INFO ] [sig ] [863/2211] Forecasting GFF... [2025-10-09T22:48:17.256378] [INFO ] [sig ] Generating forecast for: GFF [2025-10-09T22:48:17.256421] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFF' from 'https://tdm.silogroup.org/data/derivative_storage/GFF.csv'. [2025-10-09T22:48:17.266665] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GFF'. [2025-10-09T22:48:17.267010] [INFO ] [FORECASTER] Starting predict_future for GFF [2025-10-09T22:48:17.292488] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:17.293217] [DEBUG] [LOCAL ] No optimal features file found for GFF: ./output/feature-sets/GFF.txt [2025-10-09T22:48:17.293272] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:17.293306] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:17.293333] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:17.293389] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:17.310618] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:17.311206] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:17.311289] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:17.311323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:17.346925] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:17.347007] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:17.347042] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:17.347069] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:17.350151] [DEBUG] [FORECASTER] GFF: Forecast T+1@11:T+2@11: DOWN (p=37.70%) [2025-10-09T22:48:17.350407] [INFO ] [FORECASTER] Completed predict_future for GFF [2025-10-09T22:48:17.350537] [INFO ] [sig ] GFF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:17.492292] [INFO ] [LOCAL ] Saved forecast: GFF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GFF.txt [2025-10-09T22:48:17.492531] [WARN ] [sig ] [863/2211] Failed GFF after 0.2s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:17.492616] [INFO ] [sig ] [864/2211] Forecasting GFI... [2025-10-09T22:48:17.492687] [INFO ] [sig ] Generating forecast for: GFI [2025-10-09T22:48:17.492734] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFI' from 'https://tdm.silogroup.org/data/derivative_storage/GFI.csv'. [2025-10-09T22:48:17.502794] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GFI'. [2025-10-09T22:48:17.503167] [INFO ] [FORECASTER] Starting predict_future for GFI [2025-10-09T22:48:17.528542] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:17.529319] [DEBUG] [LOCAL ] No optimal features file found for GFI: ./output/feature-sets/GFI.txt [2025-10-09T22:48:17.529374] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:17.529407] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:17.529435] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:17.529491] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:17.546710] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:17.547293] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:17.547378] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:17.547411] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:17.585286] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:17.585447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:17.585490] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:17.585518] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:17.589128] [DEBUG] [FORECASTER] GFI: Forecast T+1@11:T+2@11: UP (p=93.76%) [2025-10-09T22:48:17.589418] [INFO ] [FORECASTER] Completed predict_future for GFI [2025-10-09T22:48:17.589578] [INFO ] [sig ] GFI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:17.735363] [INFO ] [LOCAL ] Saved forecast: GFI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GFI.txt [2025-10-09T22:48:17.735639] [WARN ] [sig ] [864/2211] Failed GFI after 0.2s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:17.735748] [INFO ] [sig ] [865/2211] Forecasting GFL... [2025-10-09T22:48:17.735788] [INFO ] [sig ] Generating forecast for: GFL [2025-10-09T22:48:17.735820] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFL' from 'https://tdm.silogroup.org/data/derivative_storage/GFL.csv'. [2025-10-09T22:48:17.745622] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GFL'. [2025-10-09T22:48:17.745973] [INFO ] [FORECASTER] Starting predict_future for GFL [2025-10-09T22:48:17.771918] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:17.772660] [DEBUG] [LOCAL ] No optimal features file found for GFL: ./output/feature-sets/GFL.txt [2025-10-09T22:48:17.772720] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:17.772754] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:17.772781] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:17.772836] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:17.790106] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:17.790692] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:17.790782] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:17.790816] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:17.825064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:17.825228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:17.825272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:17.825303] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:17.828935] [DEBUG] [FORECASTER] GFL: Forecast T+1@11:T+2@11: DOWN (p=29.44%) [2025-10-09T22:48:17.829214] [INFO ] [FORECASTER] Completed predict_future for GFL [2025-10-09T22:48:17.829349] [INFO ] [sig ] GFL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:17.973230] [INFO ] [LOCAL ] Saved forecast: GFL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GFL.txt [2025-10-09T22:48:17.973495] [WARN ] [sig ] [865/2211] Failed GFL after 0.2s | 4.44 sym/s | Total: 3.2m | ETA: 5.1m [2025-10-09T22:48:17.973575] [INFO ] [sig ] [866/2211] Forecasting GFR... [2025-10-09T22:48:17.973614] [INFO ] [sig ] Generating forecast for: GFR [2025-10-09T22:48:17.973668] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GFR' from 'https://tdm.silogroup.org/data/derivative_storage/GFR.csv'. [2025-10-09T22:48:17.983616] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GFR'. [2025-10-09T22:48:17.983990] [INFO ] [FORECASTER] Starting predict_future for GFR [2025-10-09T22:48:18.009525] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:18.010281] [DEBUG] [LOCAL ] No optimal features file found for GFR: ./output/feature-sets/GFR.txt [2025-10-09T22:48:18.010337] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:18.010371] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:18.010398] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:18.010455] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:18.027661] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:18.028226] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:18.028315] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:18.028369] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:18.063755] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:18.063857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:18.063893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:18.063922] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:18.067096] [DEBUG] [FORECASTER] GFR: Forecast T+1@11:T+2@11: DOWN (p=5.55%) [2025-10-09T22:48:18.067368] [INFO ] [FORECASTER] Completed predict_future for GFR [2025-10-09T22:48:18.067500] [INFO ] [sig ] GFR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:18.209396] [INFO ] [LOCAL ] Saved forecast: GFR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GFR.txt [2025-10-09T22:48:18.209699] [WARN ] [sig ] [866/2211] Failed GFR after 0.2s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:18.209784] [INFO ] [sig ] [867/2211] Forecasting GGB... [2025-10-09T22:48:18.209824] [INFO ] [sig ] Generating forecast for: GGB [2025-10-09T22:48:18.209861] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGB' from 'https://tdm.silogroup.org/data/derivative_storage/GGB.csv'. [2025-10-09T22:48:18.220011] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GGB'. [2025-10-09T22:48:18.220349] [INFO ] [FORECASTER] Starting predict_future for GGB [2025-10-09T22:48:18.245799] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:18.246507] [DEBUG] [LOCAL ] No optimal features file found for GGB: ./output/feature-sets/GGB.txt [2025-10-09T22:48:18.246561] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:18.246594] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:18.246622] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:18.246707] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:18.263905] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:18.264502] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:18.264589] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:18.264622] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:18.300287] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:18.300433] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:18.300473] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:18.300500] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:18.303983] [DEBUG] [FORECASTER] GGB: Forecast T+1@11:T+2@11: DOWN (p=30.06%) [2025-10-09T22:48:18.304262] [INFO ] [FORECASTER] Completed predict_future for GGB [2025-10-09T22:48:18.304400] [INFO ] [sig ] GGB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:18.446417] [INFO ] [LOCAL ] Saved forecast: GGB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GGB.txt [2025-10-09T22:48:18.446706] [WARN ] [sig ] [867/2211] Failed GGB after 0.2s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:18.446791] [INFO ] [sig ] [868/2211] Forecasting GGG... [2025-10-09T22:48:18.446830] [INFO ] [sig ] Generating forecast for: GGG [2025-10-09T22:48:18.446862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGG' from 'https://tdm.silogroup.org/data/derivative_storage/GGG.csv'. [2025-10-09T22:48:18.458348] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GGG'. [2025-10-09T22:48:18.458871] [INFO ] [FORECASTER] Starting predict_future for GGG [2025-10-09T22:48:18.486765] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:18.487514] [DEBUG] [LOCAL ] No optimal features file found for GGG: ./output/feature-sets/GGG.txt [2025-10-09T22:48:18.487570] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:18.487714] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:18.487764] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:18.487830] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:18.506906] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:18.507628] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:18.507756] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:18.507798] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:18.556093] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:18.556302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:18.556347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:18.556377] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:18.560591] [DEBUG] [FORECASTER] GGG: Forecast T+1@11:T+2@11: UP (p=91.31%) [2025-10-09T22:48:18.561000] [INFO ] [FORECASTER] Completed predict_future for GGG [2025-10-09T22:48:18.561173] [INFO ] [sig ] GGG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:18.719561] [INFO ] [LOCAL ] Saved forecast: GGG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GGG.txt [2025-10-09T22:48:18.719872] [WARN ] [sig ] [868/2211] Failed GGG after 0.3s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:18.719984] [INFO ] [sig ] [869/2211] Forecasting GGT... [2025-10-09T22:48:18.720026] [INFO ] [sig ] Generating forecast for: GGT [2025-10-09T22:48:18.720060] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGT' from 'https://tdm.silogroup.org/data/derivative_storage/GGT.csv'. [2025-10-09T22:48:18.731301] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GGT'. [2025-10-09T22:48:18.731599] [INFO ] [FORECASTER] Starting predict_future for GGT [2025-10-09T22:48:18.758187] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:18.759007] [DEBUG] [LOCAL ] No optimal features file found for GGT: ./output/feature-sets/GGT.txt [2025-10-09T22:48:18.759063] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:18.759097] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:18.759126] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:18.759181] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:18.776673] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:18.777377] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:18.777463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:18.777497] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:18.811184] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:18.811260] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:18.811295] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:18.811323] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:18.814363] [DEBUG] [FORECASTER] GGT: Forecast T+1@11:T+2@11: UP (p=63.33%) [2025-10-09T22:48:18.814621] [INFO ] [FORECASTER] Completed predict_future for GGT [2025-10-09T22:48:18.814798] [INFO ] [sig ] GGT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:18.956696] [INFO ] [LOCAL ] Saved forecast: GGT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GGT.txt [2025-10-09T22:48:18.956963] [WARN ] [sig ] [869/2211] Failed GGT after 0.2s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:18.957044] [INFO ] [sig ] [870/2211] Forecasting GGZ... [2025-10-09T22:48:18.957084] [INFO ] [sig ] Generating forecast for: GGZ [2025-10-09T22:48:18.957114] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GGZ' from 'https://tdm.silogroup.org/data/derivative_storage/GGZ.csv'. [2025-10-09T22:48:18.967518] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GGZ'. [2025-10-09T22:48:18.967929] [INFO ] [FORECASTER] Starting predict_future for GGZ [2025-10-09T22:48:18.997548] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:18.998429] [DEBUG] [LOCAL ] No optimal features file found for GGZ: ./output/feature-sets/GGZ.txt [2025-10-09T22:48:18.998488] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:18.998530] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:18.998599] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:18.998731] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:19.019788] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:19.020815] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:19.020910] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:19.020945] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:19.061227] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:19.061363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:19.061446] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:19.061519] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:19.065915] [DEBUG] [FORECASTER] GGZ: Forecast T+1@11:T+2@11: UP (p=89.76%) [2025-10-09T22:48:19.066198] [INFO ] [FORECASTER] Completed predict_future for GGZ [2025-10-09T22:48:19.066341] [INFO ] [sig ] GGZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:19.236196] [INFO ] [LOCAL ] Saved forecast: GGZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GGZ.txt [2025-10-09T22:48:19.236589] [WARN ] [sig ] [870/2211] Failed GGZ after 0.3s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:19.236718] [INFO ] [sig ] [871/2211] Forecasting GHC... [2025-10-09T22:48:19.236765] [INFO ] [sig ] Generating forecast for: GHC [2025-10-09T22:48:19.236800] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHC' from 'https://tdm.silogroup.org/data/derivative_storage/GHC.csv'. [2025-10-09T22:48:19.246491] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GHC'. [2025-10-09T22:48:19.246845] [INFO ] [FORECASTER] Starting predict_future for GHC [2025-10-09T22:48:19.277367] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:19.278405] [DEBUG] [LOCAL ] No optimal features file found for GHC: ./output/feature-sets/GHC.txt [2025-10-09T22:48:19.278466] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:19.278500] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:19.278529] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:19.278586] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:19.298697] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:19.299325] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:19.299413] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:19.299448] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:19.334584] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:19.334733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:19.334783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:19.334814] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:19.338718] [DEBUG] [FORECASTER] GHC: Forecast T+1@11:T+2@11: DOWN (p=8.32%) [2025-10-09T22:48:19.339010] [INFO ] [FORECASTER] Completed predict_future for GHC [2025-10-09T22:48:19.339191] [INFO ] [sig ] GHC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:19.516336] [INFO ] [LOCAL ] Saved forecast: GHC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GHC.txt [2025-10-09T22:48:19.516759] [WARN ] [sig ] [871/2211] Failed GHC after 0.3s | 4.44 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:19.516862] [INFO ] [sig ] [872/2211] Forecasting GHG... [2025-10-09T22:48:19.516910] [INFO ] [sig ] Generating forecast for: GHG [2025-10-09T22:48:19.516943] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHG' from 'https://tdm.silogroup.org/data/derivative_storage/GHG.csv'. [2025-10-09T22:48:19.527070] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'GHG'. [2025-10-09T22:48:19.527379] [INFO ] [FORECASTER] Starting predict_future for GHG [2025-10-09T22:48:19.557123] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:19.558158] [DEBUG] [LOCAL ] No optimal features file found for GHG: ./output/feature-sets/GHG.txt [2025-10-09T22:48:19.558216] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:19.558250] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:19.558278] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:19.558334] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:19.578436] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:19.579155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:19.579262] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:19.579323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:19.620053] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:19.620259] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:19.620346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:19.620419] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:19.624975] [DEBUG] [FORECASTER] GHG: Forecast T+1@11:T+2@11: UP (p=84.56%) [2025-10-09T22:48:19.625290] [INFO ] [FORECASTER] Completed predict_future for GHG [2025-10-09T22:48:19.625473] [INFO ] [sig ] GHG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:19.784906] [INFO ] [LOCAL ] Saved forecast: GHG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GHG.txt [2025-10-09T22:48:19.785251] [WARN ] [sig ] [872/2211] Failed GHG after 0.3s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:19.785332] [INFO ] [sig ] [873/2211] Forecasting GHI... [2025-10-09T22:48:19.785371] [INFO ] [sig ] Generating forecast for: GHI [2025-10-09T22:48:19.785413] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHI' from 'https://tdm.silogroup.org/data/derivative_storage/GHI.csv'. [2025-10-09T22:48:19.796411] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GHI'. [2025-10-09T22:48:19.796771] [INFO ] [FORECASTER] Starting predict_future for GHI [2025-10-09T22:48:19.822292] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:19.823084] [DEBUG] [LOCAL ] No optimal features file found for GHI: ./output/feature-sets/GHI.txt [2025-10-09T22:48:19.823139] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:19.823173] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:19.823201] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:19.823257] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:19.840364] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:19.840979] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:19.841080] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:19.841133] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:19.881726] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:19.881858] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:19.881895] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:19.881923] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:19.885326] [DEBUG] [FORECASTER] GHI: Forecast T+1@11:T+2@11: UP (p=73.66%) [2025-10-09T22:48:19.885616] [INFO ] [FORECASTER] Completed predict_future for GHI [2025-10-09T22:48:19.885797] [INFO ] [sig ] GHI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:20.027863] [INFO ] [LOCAL ] Saved forecast: GHI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GHI.txt [2025-10-09T22:48:20.028147] [WARN ] [sig ] [873/2211] Failed GHI after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:20.028226] [INFO ] [sig ] [874/2211] Forecasting GHLD... [2025-10-09T22:48:20.028265] [INFO ] [sig ] Generating forecast for: GHLD [2025-10-09T22:48:20.028297] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHLD' from 'https://tdm.silogroup.org/data/derivative_storage/GHLD.csv'. [2025-10-09T22:48:20.039476] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GHLD'. [2025-10-09T22:48:20.040009] [INFO ] [FORECASTER] Starting predict_future for GHLD [2025-10-09T22:48:20.068132] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:20.069158] [DEBUG] [LOCAL ] No optimal features file found for GHLD: ./output/feature-sets/GHLD.txt [2025-10-09T22:48:20.069219] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:20.069256] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:20.069317] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:20.069403] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:20.088343] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:20.089479] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:20.089583] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:20.089620] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:20.164963] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:20.165233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:20.165284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:20.165315] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:20.169889] [DEBUG] [FORECASTER] GHLD: Forecast T+1@11:T+2@11: DOWN (p=6.87%) [2025-10-09T22:48:20.170352] [INFO ] [FORECASTER] Completed predict_future for GHLD [2025-10-09T22:48:20.170523] [INFO ] [sig ] GHLD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:20.326497] [INFO ] [LOCAL ] Saved forecast: GHLD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GHLD.txt [2025-10-09T22:48:20.326925] [WARN ] [sig ] [874/2211] Failed GHLD after 0.3s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:20.327018] [INFO ] [sig ] [875/2211] Forecasting GHM... [2025-10-09T22:48:20.327058] [INFO ] [sig ] Generating forecast for: GHM [2025-10-09T22:48:20.327090] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHM' from 'https://tdm.silogroup.org/data/derivative_storage/GHM.csv'. [2025-10-09T22:48:20.338831] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GHM'. [2025-10-09T22:48:20.339418] [INFO ] [FORECASTER] Starting predict_future for GHM [2025-10-09T22:48:20.366569] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:20.367469] [DEBUG] [LOCAL ] No optimal features file found for GHM: ./output/feature-sets/GHM.txt [2025-10-09T22:48:20.367606] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:20.367717] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:20.367766] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:20.367827] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:20.386191] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:20.387268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:20.387375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:20.387411] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:20.432621] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:20.432932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:20.433012] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:20.433056] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:20.437790] [DEBUG] [FORECASTER] GHM: Forecast T+1@11:T+2@11: UP (p=91.36%) [2025-10-09T22:48:20.438256] [INFO ] [FORECASTER] Completed predict_future for GHM [2025-10-09T22:48:20.438490] [INFO ] [sig ] GHM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:20.606191] [INFO ] [LOCAL ] Saved forecast: GHM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GHM.txt [2025-10-09T22:48:20.606610] [WARN ] [sig ] [875/2211] Failed GHM after 0.3s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:20.606719] [INFO ] [sig ] [876/2211] Forecasting GHY... [2025-10-09T22:48:20.606760] [INFO ] [sig ] Generating forecast for: GHY [2025-10-09T22:48:20.606794] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GHY' from 'https://tdm.silogroup.org/data/derivative_storage/GHY.csv'. [2025-10-09T22:48:20.618142] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GHY'. [2025-10-09T22:48:20.618475] [INFO ] [FORECASTER] Starting predict_future for GHY [2025-10-09T22:48:20.645869] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:20.646724] [DEBUG] [LOCAL ] No optimal features file found for GHY: ./output/feature-sets/GHY.txt [2025-10-09T22:48:20.646782] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:20.646818] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:20.646845] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:20.646903] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:20.665147] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:20.665834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:20.665931] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:20.665966] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:20.707209] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:20.707375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:20.707414] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:20.707443] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:20.711272] [DEBUG] [FORECASTER] GHY: Forecast T+1@11:T+2@11: UP (p=78.64%) [2025-10-09T22:48:20.711623] [INFO ] [FORECASTER] Completed predict_future for GHY [2025-10-09T22:48:20.711827] [INFO ] [sig ] GHY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:20.867184] [INFO ] [LOCAL ] Saved forecast: GHY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GHY.txt [2025-10-09T22:48:20.867480] [WARN ] [sig ] [876/2211] Failed GHY after 0.3s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:20.867558] [INFO ] [sig ] [877/2211] Forecasting GIB... [2025-10-09T22:48:20.867623] [INFO ] [sig ] Generating forecast for: GIB [2025-10-09T22:48:20.867702] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIB' from 'https://tdm.silogroup.org/data/derivative_storage/GIB.csv'. [2025-10-09T22:48:20.877530] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GIB'. [2025-10-09T22:48:20.877929] [INFO ] [FORECASTER] Starting predict_future for GIB [2025-10-09T22:48:20.904062] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:20.904892] [DEBUG] [LOCAL ] No optimal features file found for GIB: ./output/feature-sets/GIB.txt [2025-10-09T22:48:20.904953] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:20.904987] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:20.905016] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:20.905073] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:20.922602] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:20.923283] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:20.923373] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:20.923407] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:20.960440] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:20.960617] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:20.960692] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:20.960738] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:20.964247] [DEBUG] [FORECASTER] GIB: Forecast T+1@11:T+2@11: DOWN (p=1.45%) [2025-10-09T22:48:20.964523] [INFO ] [FORECASTER] Completed predict_future for GIB [2025-10-09T22:48:20.964695] [INFO ] [sig ] GIB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:21.108027] [INFO ] [LOCAL ] Saved forecast: GIB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GIB.txt [2025-10-09T22:48:21.108275] [WARN ] [sig ] [877/2211] Failed GIB after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:21.108354] [INFO ] [sig ] [878/2211] Forecasting GIC... [2025-10-09T22:48:21.108393] [INFO ] [sig ] Generating forecast for: GIC [2025-10-09T22:48:21.108426] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIC' from 'https://tdm.silogroup.org/data/derivative_storage/GIC.csv'. [2025-10-09T22:48:21.118540] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GIC'. [2025-10-09T22:48:21.118961] [INFO ] [FORECASTER] Starting predict_future for GIC [2025-10-09T22:48:21.144339] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:21.145115] [DEBUG] [LOCAL ] No optimal features file found for GIC: ./output/feature-sets/GIC.txt [2025-10-09T22:48:21.145173] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:21.145207] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:21.145233] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:21.145292] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:21.162728] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:21.163299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:21.163383] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:21.163415] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:21.203015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:21.203109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:21.203153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:21.203636] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:21.207712] [DEBUG] [FORECASTER] GIC: Forecast T+1@11:T+2@11: DOWN (p=12.59%) [2025-10-09T22:48:21.208030] [INFO ] [FORECASTER] Completed predict_future for GIC [2025-10-09T22:48:21.208194] [INFO ] [sig ] GIC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:21.350358] [INFO ] [LOCAL ] Saved forecast: GIC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GIC.txt [2025-10-09T22:48:21.350689] [WARN ] [sig ] [878/2211] Failed GIC after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:21.350771] [INFO ] [sig ] [879/2211] Forecasting GIL... [2025-10-09T22:48:21.350809] [INFO ] [sig ] Generating forecast for: GIL [2025-10-09T22:48:21.350840] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIL' from 'https://tdm.silogroup.org/data/derivative_storage/GIL.csv'. [2025-10-09T22:48:21.361527] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GIL'. [2025-10-09T22:48:21.361980] [INFO ] [FORECASTER] Starting predict_future for GIL [2025-10-09T22:48:21.388930] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:21.389710] [DEBUG] [LOCAL ] No optimal features file found for GIL: ./output/feature-sets/GIL.txt [2025-10-09T22:48:21.389771] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:21.389807] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:21.389834] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:21.389892] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:21.407922] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:21.408886] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:21.408988] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:21.409023] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:21.449557] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:21.449782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:21.449835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:21.449866] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:21.453533] [DEBUG] [FORECASTER] GIL: Forecast T+1@11:T+2@11: UP (p=99.19%) [2025-10-09T22:48:21.453864] [INFO ] [FORECASTER] Completed predict_future for GIL [2025-10-09T22:48:21.454015] [INFO ] [sig ] GIL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:21.597860] [INFO ] [LOCAL ] Saved forecast: GIL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GIL.txt [2025-10-09T22:48:21.598176] [WARN ] [sig ] [879/2211] Failed GIL after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:21.598260] [INFO ] [sig ] [880/2211] Forecasting GIS... [2025-10-09T22:48:21.598300] [INFO ] [sig ] Generating forecast for: GIS [2025-10-09T22:48:21.598333] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GIS' from 'https://tdm.silogroup.org/data/derivative_storage/GIS.csv'. [2025-10-09T22:48:21.608916] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GIS'. [2025-10-09T22:48:21.609315] [INFO ] [FORECASTER] Starting predict_future for GIS [2025-10-09T22:48:21.634780] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:21.635563] [DEBUG] [LOCAL ] No optimal features file found for GIS: ./output/feature-sets/GIS.txt [2025-10-09T22:48:21.635617] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:21.635678] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:21.635725] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:21.635785] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:21.653155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:21.653788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:21.653877] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:21.653910] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:21.689050] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:21.689151] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:21.689186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:21.689215] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:21.692263] [DEBUG] [FORECASTER] GIS: Forecast T+1@11:T+2@11: UP (p=53.71%) [2025-10-09T22:48:21.692520] [INFO ] [FORECASTER] Completed predict_future for GIS [2025-10-09T22:48:21.692691] [INFO ] [sig ] GIS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:21.847740] [INFO ] [LOCAL ] Saved forecast: GIS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GIS.txt [2025-10-09T22:48:21.848038] [WARN ] [sig ] [880/2211] Failed GIS after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:21.848118] [INFO ] [sig ] [881/2211] Forecasting GKOS... [2025-10-09T22:48:21.848157] [INFO ] [sig ] Generating forecast for: GKOS [2025-10-09T22:48:21.848188] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GKOS' from 'https://tdm.silogroup.org/data/derivative_storage/GKOS.csv'. [2025-10-09T22:48:21.858969] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GKOS'. [2025-10-09T22:48:21.859317] [INFO ] [FORECASTER] Starting predict_future for GKOS [2025-10-09T22:48:21.884663] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:21.885355] [DEBUG] [LOCAL ] No optimal features file found for GKOS: ./output/feature-sets/GKOS.txt [2025-10-09T22:48:21.885409] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:21.885441] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:21.885467] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:21.885524] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:21.902851] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:21.903409] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:21.903492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:21.903526] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:21.945554] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:21.945662] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:21.945720] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:21.945752] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:21.948910] [DEBUG] [FORECASTER] GKOS: Forecast T+1@11:T+2@11: UP (p=97.83%) [2025-10-09T22:48:21.949176] [INFO ] [FORECASTER] Completed predict_future for GKOS [2025-10-09T22:48:21.949311] [INFO ] [sig ] GKOS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:22.090854] [INFO ] [LOCAL ] Saved forecast: GKOS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GKOS.txt [2025-10-09T22:48:22.091081] [WARN ] [sig ] [881/2211] Failed GKOS after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:22.091158] [INFO ] [sig ] [882/2211] Forecasting GL... [2025-10-09T22:48:22.091196] [INFO ] [sig ] Generating forecast for: GL [2025-10-09T22:48:22.091227] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GL' from 'https://tdm.silogroup.org/data/derivative_storage/GL.csv'. [2025-10-09T22:48:22.102972] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GL'. [2025-10-09T22:48:22.103298] [INFO ] [FORECASTER] Starting predict_future for GL [2025-10-09T22:48:22.128809] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:22.129506] [DEBUG] [LOCAL ] No optimal features file found for GL: ./output/feature-sets/GL.txt [2025-10-09T22:48:22.129560] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:22.129592] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:22.129635] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:22.129734] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:22.146961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:22.147502] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:22.147613] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:22.147702] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:22.191232] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:22.191330] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:22.191365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:22.191393] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:22.194602] [DEBUG] [FORECASTER] GL: Forecast T+1@11:T+2@11: DOWN (p=3.21%) [2025-10-09T22:48:22.194904] [INFO ] [FORECASTER] Completed predict_future for GL [2025-10-09T22:48:22.195040] [INFO ] [sig ] GL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:22.336242] [INFO ] [LOCAL ] Saved forecast: GL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GL.txt [2025-10-09T22:48:22.336467] [WARN ] [sig ] [882/2211] Failed GL after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:22.336546] [INFO ] [sig ] [883/2211] Forecasting GLOB... [2025-10-09T22:48:22.336584] [INFO ] [sig ] Generating forecast for: GLOB [2025-10-09T22:48:22.336615] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GLOB' from 'https://tdm.silogroup.org/data/derivative_storage/GLOB.csv'. [2025-10-09T22:48:22.346636] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GLOB'. [2025-10-09T22:48:22.346935] [INFO ] [FORECASTER] Starting predict_future for GLOB [2025-10-09T22:48:22.372175] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:22.372918] [DEBUG] [LOCAL ] No optimal features file found for GLOB: ./output/feature-sets/GLOB.txt [2025-10-09T22:48:22.372973] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:22.373005] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:22.373032] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:22.373087] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:22.390285] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:22.390866] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:22.390952] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:22.390986] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:22.432486] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:22.432567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:22.432601] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:22.432629] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:22.435733] [DEBUG] [FORECASTER] GLOB: Forecast T+1@11:T+2@11: UP (p=76.41%) [2025-10-09T22:48:22.435993] [INFO ] [FORECASTER] Completed predict_future for GLOB [2025-10-09T22:48:22.436129] [INFO ] [sig ] GLOB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:22.578806] [INFO ] [LOCAL ] Saved forecast: GLOB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GLOB.txt [2025-10-09T22:48:22.579061] [WARN ] [sig ] [883/2211] Failed GLOB after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:22.579137] [INFO ] [sig ] [884/2211] Forecasting GLP... [2025-10-09T22:48:22.579177] [INFO ] [sig ] Generating forecast for: GLP [2025-10-09T22:48:22.579207] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GLP' from 'https://tdm.silogroup.org/data/derivative_storage/GLP.csv'. [2025-10-09T22:48:22.588815] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GLP'. [2025-10-09T22:48:22.589106] [INFO ] [FORECASTER] Starting predict_future for GLP [2025-10-09T22:48:22.618417] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:22.619199] [DEBUG] [LOCAL ] No optimal features file found for GLP: ./output/feature-sets/GLP.txt [2025-10-09T22:48:22.619254] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:22.619287] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:22.619314] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:22.619370] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:22.636766] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:22.637358] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:22.637459] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:22.637513] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:22.678730] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:22.678879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:22.678919] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:22.678948] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:22.682458] [DEBUG] [FORECASTER] GLP: Forecast T+1@11:T+2@11: DOWN (p=11.22%) [2025-10-09T22:48:22.682788] [INFO ] [FORECASTER] Completed predict_future for GLP [2025-10-09T22:48:22.682932] [INFO ] [sig ] GLP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:22.827700] [INFO ] [LOCAL ] Saved forecast: GLP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GLP.txt [2025-10-09T22:48:22.828018] [WARN ] [sig ] [884/2211] Failed GLP after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:22.828101] [INFO ] [sig ] [885/2211] Forecasting GLW... [2025-10-09T22:48:22.828141] [INFO ] [sig ] Generating forecast for: GLW [2025-10-09T22:48:22.828172] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GLW' from 'https://tdm.silogroup.org/data/derivative_storage/GLW.csv'. [2025-10-09T22:48:22.839842] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GLW'. [2025-10-09T22:48:22.840139] [INFO ] [FORECASTER] Starting predict_future for GLW [2025-10-09T22:48:22.865445] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:22.866190] [DEBUG] [LOCAL ] No optimal features file found for GLW: ./output/feature-sets/GLW.txt [2025-10-09T22:48:22.866244] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:22.866278] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:22.866306] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:22.866361] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:22.883541] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:22.884140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:22.884222] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:22.884308] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:22.927453] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:22.927624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:22.927714] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:22.927759] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:22.931113] [DEBUG] [FORECASTER] GLW: Forecast T+1@11:T+2@11: UP (p=94.29%) [2025-10-09T22:48:22.931388] [INFO ] [FORECASTER] Completed predict_future for GLW [2025-10-09T22:48:22.931522] [INFO ] [sig ] GLW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:23.075026] [INFO ] [LOCAL ] Saved forecast: GLW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GLW.txt [2025-10-09T22:48:23.075274] [WARN ] [sig ] [885/2211] Failed GLW after 0.2s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:23.075350] [INFO ] [sig ] [886/2211] Forecasting GM... [2025-10-09T22:48:23.075389] [INFO ] [sig ] Generating forecast for: GM [2025-10-09T22:48:23.075420] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GM' from 'https://tdm.silogroup.org/data/derivative_storage/GM.csv'. [2025-10-09T22:48:23.085365] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GM'. [2025-10-09T22:48:23.085688] [INFO ] [FORECASTER] Starting predict_future for GM [2025-10-09T22:48:23.111376] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:23.112124] [DEBUG] [LOCAL ] No optimal features file found for GM: ./output/feature-sets/GM.txt [2025-10-09T22:48:23.112179] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:23.112212] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:23.112239] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:23.112294] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:23.129588] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:23.130164] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:23.130250] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:23.130282] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:23.211926] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:23.212085] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:23.212127] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:23.212155] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:23.215724] [DEBUG] [FORECASTER] GM: Forecast T+1@11:T+2@11: DOWN (p=12.74%) [2025-10-09T22:48:23.216009] [INFO ] [FORECASTER] Completed predict_future for GM [2025-10-09T22:48:23.216144] [INFO ] [sig ] GM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:23.360002] [INFO ] [LOCAL ] Saved forecast: GM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GM.txt [2025-10-09T22:48:23.360226] [WARN ] [sig ] [886/2211] Failed GM after 0.3s | 4.43 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:23.360301] [INFO ] [sig ] [887/2211] Forecasting GME... [2025-10-09T22:48:23.360341] [INFO ] [sig ] Generating forecast for: GME [2025-10-09T22:48:23.360372] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GME' from 'https://tdm.silogroup.org/data/derivative_storage/GME.csv'. [2025-10-09T22:48:23.371264] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GME'. [2025-10-09T22:48:23.371693] [INFO ] [FORECASTER] Starting predict_future for GME [2025-10-09T22:48:23.399038] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:23.399852] [DEBUG] [LOCAL ] No optimal features file found for GME: ./output/feature-sets/GME.txt [2025-10-09T22:48:23.399910] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:23.399945] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:23.399972] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:23.400028] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:23.418204] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:23.418841] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:23.418930] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:23.418965] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:23.464003] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:23.464239] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:23.464319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:23.464356] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:23.469431] [DEBUG] [FORECASTER] GME: Forecast T+1@11:T+2@11: DOWN (p=48.32%) [2025-10-09T22:48:23.469868] [INFO ] [FORECASTER] Completed predict_future for GME [2025-10-09T22:48:23.470051] [INFO ] [sig ] GME: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:23.657325] [INFO ] [LOCAL ] Saved forecast: GME 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GME.txt [2025-10-09T22:48:23.657659] [WARN ] [sig ] [887/2211] Failed GME after 0.3s | 4.42 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:23.657748] [INFO ] [sig ] [888/2211] Forecasting GMED... [2025-10-09T22:48:23.657790] [INFO ] [sig ] Generating forecast for: GMED [2025-10-09T22:48:23.657823] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GMED' from 'https://tdm.silogroup.org/data/derivative_storage/GMED.csv'. [2025-10-09T22:48:23.670735] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GMED'. [2025-10-09T22:48:23.671244] [INFO ] [FORECASTER] Starting predict_future for GMED [2025-10-09T22:48:23.704295] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:23.705159] [DEBUG] [LOCAL ] No optimal features file found for GMED: ./output/feature-sets/GMED.txt [2025-10-09T22:48:23.705216] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:23.705250] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:23.705280] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:23.705337] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:23.726408] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:23.727284] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:23.727400] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:23.727466] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:23.779153] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:23.779323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:23.779365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:23.779394] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:23.783950] [DEBUG] [FORECASTER] GMED: Forecast T+1@11:T+2@11: DOWN (p=49.07%) [2025-10-09T22:48:23.784375] [INFO ] [FORECASTER] Completed predict_future for GMED [2025-10-09T22:48:23.784543] [INFO ] [sig ] GMED: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:23.971476] [INFO ] [LOCAL ] Saved forecast: GMED 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GMED.txt [2025-10-09T22:48:23.971730] [WARN ] [sig ] [888/2211] Failed GMED after 0.3s | 4.42 sym/s | Total: 3.3m | ETA: 5.0m [2025-10-09T22:48:23.971813] [INFO ] [sig ] [889/2211] Forecasting GMRE... [2025-10-09T22:48:23.971867] [INFO ] [sig ] Generating forecast for: GMRE [2025-10-09T22:48:23.971900] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GMRE' from 'https://tdm.silogroup.org/data/derivative_storage/GMRE.csv'. [2025-10-09T22:48:23.984030] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GMRE'. [2025-10-09T22:48:23.984501] [INFO ] [FORECASTER] Starting predict_future for GMRE [2025-10-09T22:48:24.018834] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:24.019883] [DEBUG] [LOCAL ] No optimal features file found for GMRE: ./output/feature-sets/GMRE.txt [2025-10-09T22:48:24.019944] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:24.019979] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:24.020080] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:24.020161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:24.041958] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:24.042552] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:24.042661] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:24.042717] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:24.103849] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:24.104091] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:24.104171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:24.104237] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:24.110352] [DEBUG] [FORECASTER] GMRE: Forecast T+1@11:T+2@11: UP (p=75.90%) [2025-10-09T22:48:24.110748] [INFO ] [FORECASTER] Completed predict_future for GMRE [2025-10-09T22:48:24.110947] [INFO ] [sig ] GMRE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:24.278098] [INFO ] [LOCAL ] Saved forecast: GMRE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GMRE.txt [2025-10-09T22:48:24.278410] [WARN ] [sig ] [889/2211] Failed GMRE after 0.3s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:24.278503] [INFO ] [sig ] [890/2211] Forecasting GNE... [2025-10-09T22:48:24.278543] [INFO ] [sig ] Generating forecast for: GNE [2025-10-09T22:48:24.278574] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNE' from 'https://tdm.silogroup.org/data/derivative_storage/GNE.csv'. [2025-10-09T22:48:24.289418] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GNE'. [2025-10-09T22:48:24.289792] [INFO ] [FORECASTER] Starting predict_future for GNE [2025-10-09T22:48:24.315599] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:24.316320] [DEBUG] [LOCAL ] No optimal features file found for GNE: ./output/feature-sets/GNE.txt [2025-10-09T22:48:24.316375] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:24.316409] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:24.316436] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:24.316492] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:24.333686] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:24.334255] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:24.334348] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:24.334401] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:24.375272] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:24.375471] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:24.375513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:24.375542] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:24.379171] [DEBUG] [FORECASTER] GNE: Forecast T+1@11:T+2@11: UP (p=94.87%) [2025-10-09T22:48:24.379452] [INFO ] [FORECASTER] Completed predict_future for GNE [2025-10-09T22:48:24.379590] [INFO ] [sig ] GNE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:24.521224] [INFO ] [LOCAL ] Saved forecast: GNE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GNE.txt [2025-10-09T22:48:24.521466] [WARN ] [sig ] [890/2211] Failed GNE after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:24.521541] [INFO ] [sig ] [891/2211] Forecasting GNK... [2025-10-09T22:48:24.521581] [INFO ] [sig ] Generating forecast for: GNK [2025-10-09T22:48:24.521612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNK' from 'https://tdm.silogroup.org/data/derivative_storage/GNK.csv'. [2025-10-09T22:48:24.533348] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GNK'. [2025-10-09T22:48:24.533780] [INFO ] [FORECASTER] Starting predict_future for GNK [2025-10-09T22:48:24.560023] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:24.560848] [DEBUG] [LOCAL ] No optimal features file found for GNK: ./output/feature-sets/GNK.txt [2025-10-09T22:48:24.560903] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:24.560937] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:24.560964] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:24.561020] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:24.579213] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:24.579859] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:24.579953] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:24.579987] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:24.622176] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:24.622284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:24.622320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:24.622348] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:24.625951] [DEBUG] [FORECASTER] GNK: Forecast T+1@11:T+2@11: UP (p=92.11%) [2025-10-09T22:48:24.626227] [INFO ] [FORECASTER] Completed predict_future for GNK [2025-10-09T22:48:24.626366] [INFO ] [sig ] GNK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:24.770984] [INFO ] [LOCAL ] Saved forecast: GNK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GNK.txt [2025-10-09T22:48:24.771270] [WARN ] [sig ] [891/2211] Failed GNK after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:24.771346] [INFO ] [sig ] [892/2211] Forecasting GNL... [2025-10-09T22:48:24.771385] [INFO ] [sig ] Generating forecast for: GNL [2025-10-09T22:48:24.771417] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNL' from 'https://tdm.silogroup.org/data/derivative_storage/GNL.csv'. [2025-10-09T22:48:24.780610] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GNL'. [2025-10-09T22:48:24.780920] [INFO ] [FORECASTER] Starting predict_future for GNL [2025-10-09T22:48:24.806388] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:24.807143] [DEBUG] [LOCAL ] No optimal features file found for GNL: ./output/feature-sets/GNL.txt [2025-10-09T22:48:24.807198] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:24.807231] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:24.807309] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:24.807376] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:24.824854] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:24.825442] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:24.825524] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:24.825557] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:24.863084] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:24.863186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:24.863223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:24.863252] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:24.866430] [DEBUG] [FORECASTER] GNL: Forecast T+1@11:T+2@11: UP (p=55.10%) [2025-10-09T22:48:24.866726] [INFO ] [FORECASTER] Completed predict_future for GNL [2025-10-09T22:48:24.866869] [INFO ] [sig ] GNL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:25.009342] [INFO ] [LOCAL ] Saved forecast: GNL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GNL.txt [2025-10-09T22:48:25.009580] [WARN ] [sig ] [892/2211] Failed GNL after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:25.009680] [INFO ] [sig ] [893/2211] Forecasting GNRC... [2025-10-09T22:48:25.009730] [INFO ] [sig ] Generating forecast for: GNRC [2025-10-09T22:48:25.009764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNRC' from 'https://tdm.silogroup.org/data/derivative_storage/GNRC.csv'. [2025-10-09T22:48:25.050288] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GNRC'. [2025-10-09T22:48:25.050575] [INFO ] [FORECASTER] Starting predict_future for GNRC [2025-10-09T22:48:25.075948] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:25.076628] [DEBUG] [LOCAL ] No optimal features file found for GNRC: ./output/feature-sets/GNRC.txt [2025-10-09T22:48:25.076707] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:25.076747] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:25.076776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:25.076832] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:25.094223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:25.094795] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:25.094876] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:25.094909] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:25.130303] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:25.130384] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:25.130419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:25.130446] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:25.133494] [DEBUG] [FORECASTER] GNRC: Forecast T+1@11:T+2@11: UP (p=70.79%) [2025-10-09T22:48:25.133794] [INFO ] [FORECASTER] Completed predict_future for GNRC [2025-10-09T22:48:25.133931] [INFO ] [sig ] GNRC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:25.275233] [INFO ] [LOCAL ] Saved forecast: GNRC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GNRC.txt [2025-10-09T22:48:25.275447] [WARN ] [sig ] [893/2211] Failed GNRC after 0.3s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:25.275522] [INFO ] [sig ] [894/2211] Forecasting GNT... [2025-10-09T22:48:25.275562] [INFO ] [sig ] Generating forecast for: GNT [2025-10-09T22:48:25.275593] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNT' from 'https://tdm.silogroup.org/data/derivative_storage/GNT.csv'. [2025-10-09T22:48:25.287426] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GNT'. [2025-10-09T22:48:25.287894] [INFO ] [FORECASTER] Starting predict_future for GNT [2025-10-09T22:48:25.313596] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:25.314310] [DEBUG] [LOCAL ] No optimal features file found for GNT: ./output/feature-sets/GNT.txt [2025-10-09T22:48:25.314367] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:25.314400] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:25.314428] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:25.314484] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:25.335616] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:25.336211] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:25.336296] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:25.336329] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:25.371917] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:25.372013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:25.372073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:25.372104] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:25.375372] [DEBUG] [FORECASTER] GNT: Forecast T+1@11:T+2@11: DOWN (p=41.13%) [2025-10-09T22:48:25.375664] [INFO ] [FORECASTER] Completed predict_future for GNT [2025-10-09T22:48:25.375814] [INFO ] [sig ] GNT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:25.529296] [INFO ] [LOCAL ] Saved forecast: GNT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GNT.txt [2025-10-09T22:48:25.529538] [WARN ] [sig ] [894/2211] Failed GNT after 0.3s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:25.529614] [INFO ] [sig ] [895/2211] Forecasting GNTY... [2025-10-09T22:48:25.529692] [INFO ] [sig ] Generating forecast for: GNTY [2025-10-09T22:48:25.529741] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNTY' from 'https://tdm.silogroup.org/data/derivative_storage/GNTY.csv'. [2025-10-09T22:48:25.534161] [WARN ] [REMOTE ] Historical data not found for symbol 'GNTY' (404). [2025-10-09T22:48:25.534339] [FATAL] [sig ] GNTY: No historical data fetched. [2025-10-09T22:48:25.534423] [WARN ] [sig ] [895/2211] Failed GNTY after 0.0s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:25.534489] [INFO ] [sig ] [896/2211] Forecasting GNW... [2025-10-09T22:48:25.534529] [INFO ] [sig ] Generating forecast for: GNW [2025-10-09T22:48:25.534558] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GNW' from 'https://tdm.silogroup.org/data/derivative_storage/GNW.csv'. [2025-10-09T22:48:25.543522] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GNW'. [2025-10-09T22:48:25.543813] [INFO ] [FORECASTER] Starting predict_future for GNW [2025-10-09T22:48:25.569214] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:25.569944] [DEBUG] [LOCAL ] No optimal features file found for GNW: ./output/feature-sets/GNW.txt [2025-10-09T22:48:25.569998] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:25.570035] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:25.570062] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:25.570122] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:25.587535] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:25.588183] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:25.588272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:25.588306] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:25.628525] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:25.628639] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:25.628780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:25.628834] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:25.634851] [DEBUG] [FORECASTER] GNW: Forecast T+1@11:T+2@11: UP (p=53.00%) [2025-10-09T22:48:25.635190] [INFO ] [FORECASTER] Completed predict_future for GNW [2025-10-09T22:48:25.635349] [INFO ] [sig ] GNW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:25.853723] [INFO ] [LOCAL ] Saved forecast: GNW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GNW.txt [2025-10-09T22:48:25.853960] [WARN ] [sig ] [896/2211] Failed GNW after 0.3s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:25.854038] [INFO ] [sig ] [897/2211] Forecasting GOF... [2025-10-09T22:48:25.854078] [INFO ] [sig ] Generating forecast for: GOF [2025-10-09T22:48:25.854110] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOF' from 'https://tdm.silogroup.org/data/derivative_storage/GOF.csv'. [2025-10-09T22:48:25.864377] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GOF'. [2025-10-09T22:48:25.864705] [INFO ] [FORECASTER] Starting predict_future for GOF [2025-10-09T22:48:25.890370] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:25.891198] [DEBUG] [LOCAL ] No optimal features file found for GOF: ./output/feature-sets/GOF.txt [2025-10-09T22:48:25.891256] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:25.891290] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:25.891317] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:25.891374] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:25.909008] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:25.909813] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:25.909904] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:25.909938] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:25.946417] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:25.946625] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:25.946709] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:25.946751] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:25.950287] [DEBUG] [FORECASTER] GOF: Forecast T+1@11:T+2@11: UP (p=67.17%) [2025-10-09T22:48:25.950569] [INFO ] [FORECASTER] Completed predict_future for GOF [2025-10-09T22:48:25.950736] [INFO ] [sig ] GOF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:26.095160] [INFO ] [LOCAL ] Saved forecast: GOF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GOF.txt [2025-10-09T22:48:26.095410] [WARN ] [sig ] [897/2211] Failed GOF after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:26.095489] [INFO ] [sig ] [898/2211] Forecasting GOLF... [2025-10-09T22:48:26.095528] [INFO ] [sig ] Generating forecast for: GOLF [2025-10-09T22:48:26.095559] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOLF' from 'https://tdm.silogroup.org/data/derivative_storage/GOLF.csv'. [2025-10-09T22:48:26.105377] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GOLF'. [2025-10-09T22:48:26.105754] [INFO ] [FORECASTER] Starting predict_future for GOLF [2025-10-09T22:48:26.131097] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:26.131820] [DEBUG] [LOCAL ] No optimal features file found for GOLF: ./output/feature-sets/GOLF.txt [2025-10-09T22:48:26.131874] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:26.131906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:26.131933] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:26.131988] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:26.149254] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:26.149842] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:26.149925] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:26.149957] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:26.184906] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:26.184986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:26.185021] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:26.185049] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:26.190841] [DEBUG] [FORECASTER] GOLF: Forecast T+1@11:T+2@11: DOWN (p=2.14%) [2025-10-09T22:48:26.191100] [INFO ] [FORECASTER] Completed predict_future for GOLF [2025-10-09T22:48:26.191238] [INFO ] [sig ] GOLF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:26.334114] [INFO ] [LOCAL ] Saved forecast: GOLF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GOLF.txt [2025-10-09T22:48:26.334343] [WARN ] [sig ] [898/2211] Failed GOLF after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 5.0m [2025-10-09T22:48:26.334417] [INFO ] [sig ] [899/2211] Forecasting GOOS... [2025-10-09T22:48:26.334456] [INFO ] [sig ] Generating forecast for: GOOS [2025-10-09T22:48:26.334489] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOOS' from 'https://tdm.silogroup.org/data/derivative_storage/GOOS.csv'. [2025-10-09T22:48:26.344076] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GOOS'. [2025-10-09T22:48:26.344340] [INFO ] [FORECASTER] Starting predict_future for GOOS [2025-10-09T22:48:26.369874] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:26.370575] [DEBUG] [LOCAL ] No optimal features file found for GOOS: ./output/feature-sets/GOOS.txt [2025-10-09T22:48:26.370633] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:26.370714] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:26.370751] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:26.370808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:26.388375] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:26.388949] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:26.389032] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:26.389065] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:26.424694] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:26.424782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:26.424817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:26.424844] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:26.427900] [DEBUG] [FORECASTER] GOOS: Forecast T+1@11:T+2@11: DOWN (p=26.90%) [2025-10-09T22:48:26.428157] [INFO ] [FORECASTER] Completed predict_future for GOOS [2025-10-09T22:48:26.428289] [INFO ] [sig ] GOOS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:26.570832] [INFO ] [LOCAL ] Saved forecast: GOOS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GOOS.txt [2025-10-09T22:48:26.571026] [WARN ] [sig ] [899/2211] Failed GOOS after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:26.571105] [INFO ] [sig ] [900/2211] Forecasting GOTU... [2025-10-09T22:48:26.571143] [INFO ] [sig ] Generating forecast for: GOTU [2025-10-09T22:48:26.571174] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GOTU' from 'https://tdm.silogroup.org/data/derivative_storage/GOTU.csv'. [2025-10-09T22:48:26.581887] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GOTU'. [2025-10-09T22:48:26.582263] [INFO ] [FORECASTER] Starting predict_future for GOTU [2025-10-09T22:48:26.608614] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:26.609464] [DEBUG] [LOCAL ] No optimal features file found for GOTU: ./output/feature-sets/GOTU.txt [2025-10-09T22:48:26.609521] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:26.609555] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:26.609582] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:26.609639] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:26.627293] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:26.627996] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:26.628093] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:26.628128] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:26.697243] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:26.697442] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:26.697514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:26.697571] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:26.701695] [DEBUG] [FORECASTER] GOTU: Forecast T+1@11:T+2@11: DOWN (p=49.77%) [2025-10-09T22:48:26.701994] [INFO ] [FORECASTER] Completed predict_future for GOTU [2025-10-09T22:48:26.702139] [INFO ] [sig ] GOTU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:26.850114] [INFO ] [LOCAL ] Saved forecast: GOTU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GOTU.txt [2025-10-09T22:48:26.850347] [WARN ] [sig ] [900/2211] Failed GOTU after 0.3s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:26.850422] [INFO ] [sig ] [901/2211] Forecasting GPC... [2025-10-09T22:48:26.850462] [INFO ] [sig ] Generating forecast for: GPC [2025-10-09T22:48:26.850493] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPC' from 'https://tdm.silogroup.org/data/derivative_storage/GPC.csv'. [2025-10-09T22:48:26.860687] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GPC'. [2025-10-09T22:48:26.860970] [INFO ] [FORECASTER] Starting predict_future for GPC [2025-10-09T22:48:26.887258] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:26.888085] [DEBUG] [LOCAL ] No optimal features file found for GPC: ./output/feature-sets/GPC.txt [2025-10-09T22:48:26.888143] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:26.888176] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:26.888206] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:26.888264] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:26.906959] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:26.907540] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:26.907665] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:26.907721] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:26.943897] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:26.944109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:26.944168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:26.944201] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:26.948128] [DEBUG] [FORECASTER] GPC: Forecast T+1@11:T+2@11: DOWN (p=5.20%) [2025-10-09T22:48:26.948525] [INFO ] [FORECASTER] Completed predict_future for GPC [2025-10-09T22:48:26.948720] [INFO ] [sig ] GPC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:27.100688] [INFO ] [LOCAL ] Saved forecast: GPC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GPC.txt [2025-10-09T22:48:27.100971] [WARN ] [sig ] [901/2211] Failed GPC after 0.3s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:27.101057] [INFO ] [sig ] [902/2211] Forecasting GPI... [2025-10-09T22:48:27.101098] [INFO ] [sig ] Generating forecast for: GPI [2025-10-09T22:48:27.101131] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPI' from 'https://tdm.silogroup.org/data/derivative_storage/GPI.csv'. [2025-10-09T22:48:27.111585] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'GPI'. [2025-10-09T22:48:27.111981] [INFO ] [FORECASTER] Starting predict_future for GPI [2025-10-09T22:48:27.139268] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:27.140100] [DEBUG] [LOCAL ] No optimal features file found for GPI: ./output/feature-sets/GPI.txt [2025-10-09T22:48:27.140158] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:27.140193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:27.140222] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:27.140297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:27.159125] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:27.159812] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:27.159900] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:27.159934] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:27.195820] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:27.195932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:27.195968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:27.195996] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:27.199223] [DEBUG] [FORECASTER] GPI: Forecast T+1@11:T+2@11: UP (p=68.47%) [2025-10-09T22:48:27.199496] [INFO ] [FORECASTER] Completed predict_future for GPI [2025-10-09T22:48:27.199629] [INFO ] [sig ] GPI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:27.365363] [INFO ] [LOCAL ] Saved forecast: GPI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GPI.txt [2025-10-09T22:48:27.365600] [WARN ] [sig ] [902/2211] Failed GPI after 0.3s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:27.365728] [INFO ] [sig ] [903/2211] Forecasting GPJA... [2025-10-09T22:48:27.365793] [INFO ] [sig ] Generating forecast for: GPJA [2025-10-09T22:48:27.365839] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPJA' from 'https://tdm.silogroup.org/data/derivative_storage/GPJA.csv'. [2025-10-09T22:48:27.376239] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'GPJA'. [2025-10-09T22:48:27.376669] [INFO ] [FORECASTER] Starting predict_future for GPJA [2025-10-09T22:48:27.407056] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:27.408035] [DEBUG] [LOCAL ] No optimal features file found for GPJA: ./output/feature-sets/GPJA.txt [2025-10-09T22:48:27.408094] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:27.408132] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:27.408160] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:27.408218] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:27.425660] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:27.426289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:27.426372] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:27.426405] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:27.459965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:27.460068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:27.460105] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:27.460134] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:27.463288] [DEBUG] [FORECASTER] GPJA: Forecast T+1@11:T+2@11: UP (p=79.92%) [2025-10-09T22:48:27.463552] [INFO ] [FORECASTER] Completed predict_future for GPJA [2025-10-09T22:48:27.463708] [INFO ] [sig ] GPJA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:27.605206] [INFO ] [LOCAL ] Saved forecast: GPJA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GPJA.txt [2025-10-09T22:48:27.605443] [WARN ] [sig ] [903/2211] Failed GPJA after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:27.605522] [INFO ] [sig ] [904/2211] Forecasting GPK... [2025-10-09T22:48:27.605562] [INFO ] [sig ] Generating forecast for: GPK [2025-10-09T22:48:27.605592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPK' from 'https://tdm.silogroup.org/data/derivative_storage/GPK.csv'. [2025-10-09T22:48:27.615345] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GPK'. [2025-10-09T22:48:27.615691] [INFO ] [FORECASTER] Starting predict_future for GPK [2025-10-09T22:48:27.641106] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:27.641873] [DEBUG] [LOCAL ] No optimal features file found for GPK: ./output/feature-sets/GPK.txt [2025-10-09T22:48:27.641929] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:27.641962] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:27.641989] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:27.642046] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:27.659228] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:27.659812] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:27.659894] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:27.659927] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:27.693740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:27.693838] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:27.693873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:27.693901] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:27.697035] [DEBUG] [FORECASTER] GPK: Forecast T+1@11:T+2@11: DOWN (p=1.81%) [2025-10-09T22:48:27.697302] [INFO ] [FORECASTER] Completed predict_future for GPK [2025-10-09T22:48:27.697433] [INFO ] [sig ] GPK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:27.843756] [INFO ] [LOCAL ] Saved forecast: GPK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GPK.txt [2025-10-09T22:48:27.844047] [WARN ] [sig ] [904/2211] Failed GPK after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:27.844132] [INFO ] [sig ] [905/2211] Forecasting GPMT... [2025-10-09T22:48:27.844172] [INFO ] [sig ] Generating forecast for: GPMT [2025-10-09T22:48:27.844204] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPMT' from 'https://tdm.silogroup.org/data/derivative_storage/GPMT.csv'. [2025-10-09T22:48:27.854268] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GPMT'. [2025-10-09T22:48:27.854564] [INFO ] [FORECASTER] Starting predict_future for GPMT [2025-10-09T22:48:27.880120] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:27.880979] [DEBUG] [LOCAL ] No optimal features file found for GPMT: ./output/feature-sets/GPMT.txt [2025-10-09T22:48:27.881034] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:27.881069] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:27.881099] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:27.881154] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:27.898700] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:27.899263] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:27.899344] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:27.899377] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:27.933249] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:27.933353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:27.933389] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:27.933417] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:27.936597] [DEBUG] [FORECASTER] GPMT: Forecast T+1@11:T+2@11: UP (p=99.08%) [2025-10-09T22:48:27.936892] [INFO ] [FORECASTER] Completed predict_future for GPMT [2025-10-09T22:48:27.937029] [INFO ] [sig ] GPMT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:28.078960] [INFO ] [LOCAL ] Saved forecast: GPMT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GPMT.txt [2025-10-09T22:48:28.079202] [WARN ] [sig ] [905/2211] Failed GPMT after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:28.079279] [INFO ] [sig ] [906/2211] Forecasting GPN... [2025-10-09T22:48:28.079319] [INFO ] [sig ] Generating forecast for: GPN [2025-10-09T22:48:28.079350] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPN' from 'https://tdm.silogroup.org/data/derivative_storage/GPN.csv'. [2025-10-09T22:48:28.089930] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GPN'. [2025-10-09T22:48:28.090279] [INFO ] [FORECASTER] Starting predict_future for GPN [2025-10-09T22:48:28.116300] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:28.117055] [DEBUG] [LOCAL ] No optimal features file found for GPN: ./output/feature-sets/GPN.txt [2025-10-09T22:48:28.117112] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:28.117146] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:28.117173] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:28.117229] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:28.134534] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:28.135139] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:28.135223] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:28.135256] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:28.176885] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:28.176967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:28.177003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:28.177031] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:28.180088] [DEBUG] [FORECASTER] GPN: Forecast T+1@11:T+2@11: UP (p=90.11%) [2025-10-09T22:48:28.180352] [INFO ] [FORECASTER] Completed predict_future for GPN [2025-10-09T22:48:28.180483] [INFO ] [sig ] GPN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:28.323085] [INFO ] [LOCAL ] Saved forecast: GPN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GPN.txt [2025-10-09T22:48:28.323319] [WARN ] [sig ] [906/2211] Failed GPN after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:28.323398] [INFO ] [sig ] [907/2211] Forecasting GPOR... [2025-10-09T22:48:28.323436] [INFO ] [sig ] Generating forecast for: GPOR [2025-10-09T22:48:28.323468] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPOR' from 'https://tdm.silogroup.org/data/derivative_storage/GPOR.csv'. [2025-10-09T22:48:28.333667] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GPOR'. [2025-10-09T22:48:28.333936] [INFO ] [FORECASTER] Starting predict_future for GPOR [2025-10-09T22:48:28.359288] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:28.360022] [DEBUG] [LOCAL ] No optimal features file found for GPOR: ./output/feature-sets/GPOR.txt [2025-10-09T22:48:28.360078] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:28.360111] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:28.360139] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:28.360195] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:28.377388] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:28.378007] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:28.378096] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:28.378134] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:28.413338] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:28.413438] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:28.413475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:28.413519] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:28.416715] [DEBUG] [FORECASTER] GPOR: Forecast T+1@11:T+2@11: DOWN (p=6.89%) [2025-10-09T22:48:28.416982] [INFO ] [FORECASTER] Completed predict_future for GPOR [2025-10-09T22:48:28.417118] [INFO ] [sig ] GPOR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:28.560221] [INFO ] [LOCAL ] Saved forecast: GPOR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GPOR.txt [2025-10-09T22:48:28.560454] [WARN ] [sig ] [907/2211] Failed GPOR after 0.2s | 4.42 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:28.560528] [INFO ] [sig ] [908/2211] Forecasting GPRK... [2025-10-09T22:48:28.560567] [INFO ] [sig ] Generating forecast for: GPRK [2025-10-09T22:48:28.560597] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GPRK' from 'https://tdm.silogroup.org/data/derivative_storage/GPRK.csv'. [2025-10-09T22:48:28.570545] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GPRK'. [2025-10-09T22:48:28.570847] [INFO ] [FORECASTER] Starting predict_future for GPRK [2025-10-09T22:48:28.596459] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:28.597197] [DEBUG] [LOCAL ] No optimal features file found for GPRK: ./output/feature-sets/GPRK.txt [2025-10-09T22:48:28.597252] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:28.597285] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:28.597313] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:28.597369] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:28.614743] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:28.615290] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:28.615371] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:28.615404] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:28.650807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:28.650893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:28.650928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:28.650956] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:28.654035] [DEBUG] [FORECASTER] GPRK: Forecast T+1@11:T+2@11: UP (p=77.98%) [2025-10-09T22:48:28.654297] [INFO ] [FORECASTER] Completed predict_future for GPRK [2025-10-09T22:48:28.654426] [INFO ] [sig ] GPRK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:28.797633] [INFO ] [LOCAL ] Saved forecast: GPRK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GPRK.txt [2025-10-09T22:48:28.797905] [WARN ] [sig ] [908/2211] Failed GPRK after 0.2s | 4.41 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:28.797983] [INFO ] [sig ] [909/2211] Forecasting GRBK... [2025-10-09T22:48:28.798022] [INFO ] [sig ] Generating forecast for: GRBK [2025-10-09T22:48:28.798054] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRBK' from 'https://tdm.silogroup.org/data/derivative_storage/GRBK.csv'. [2025-10-09T22:48:28.807560] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GRBK'. [2025-10-09T22:48:28.807881] [INFO ] [FORECASTER] Starting predict_future for GRBK [2025-10-09T22:48:28.833071] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:28.833798] [DEBUG] [LOCAL ] No optimal features file found for GRBK: ./output/feature-sets/GRBK.txt [2025-10-09T22:48:28.833853] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:28.833886] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:28.833913] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:28.833987] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:28.851531] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:28.852104] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:28.852185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:28.852219] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:28.886749] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:28.886861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:28.886899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:28.886927] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:28.890161] [DEBUG] [FORECASTER] GRBK: Forecast T+1@11:T+2@11: UP (p=93.00%) [2025-10-09T22:48:28.890433] [INFO ] [FORECASTER] Completed predict_future for GRBK [2025-10-09T22:48:28.890594] [INFO ] [sig ] GRBK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:29.038742] [INFO ] [LOCAL ] Saved forecast: GRBK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GRBK.txt [2025-10-09T22:48:29.039091] [WARN ] [sig ] [909/2211] Failed GRBK after 0.2s | 4.41 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:29.039197] [INFO ] [sig ] [910/2211] Forecasting GRC... [2025-10-09T22:48:29.039247] [INFO ] [sig ] Generating forecast for: GRC [2025-10-09T22:48:29.039305] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRC' from 'https://tdm.silogroup.org/data/derivative_storage/GRC.csv'. [2025-10-09T22:48:29.052555] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GRC'. [2025-10-09T22:48:29.053125] [INFO ] [FORECASTER] Starting predict_future for GRC [2025-10-09T22:48:29.081259] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:29.082199] [DEBUG] [LOCAL ] No optimal features file found for GRC: ./output/feature-sets/GRC.txt [2025-10-09T22:48:29.082309] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:29.082351] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:29.082381] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:29.082439] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:29.100581] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:29.101582] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:29.101701] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:29.101754] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:29.143373] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:29.143583] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:29.143661] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:29.143716] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:29.148145] [DEBUG] [FORECASTER] GRC: Forecast T+1@11:T+2@11: UP (p=68.71%) [2025-10-09T22:48:29.148582] [INFO ] [FORECASTER] Completed predict_future for GRC [2025-10-09T22:48:29.148769] [INFO ] [sig ] GRC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:29.293968] [INFO ] [LOCAL ] Saved forecast: GRC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GRC.txt [2025-10-09T22:48:29.294253] [WARN ] [sig ] [910/2211] Failed GRC after 0.3s | 4.41 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:29.294335] [INFO ] [sig ] [911/2211] Forecasting GRDN... [2025-10-09T22:48:29.294374] [INFO ] [sig ] Generating forecast for: GRDN [2025-10-09T22:48:29.294406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRDN' from 'https://tdm.silogroup.org/data/derivative_storage/GRDN.csv'. [2025-10-09T22:48:29.305216] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GRDN'. [2025-10-09T22:48:29.305535] [INFO ] [FORECASTER] Starting predict_future for GRDN [2025-10-09T22:48:29.331948] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:29.332741] [DEBUG] [LOCAL ] No optimal features file found for GRDN: ./output/feature-sets/GRDN.txt [2025-10-09T22:48:29.332798] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:29.332833] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:29.332861] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:29.332918] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:29.351282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:29.352060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:29.352151] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:29.352186] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:29.389199] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:29.389310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:29.389349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:29.389378] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:29.392775] [DEBUG] [FORECASTER] GRDN: Forecast T+1@11:T+2@11: DOWN (p=33.88%) [2025-10-09T22:48:29.393048] [INFO ] [FORECASTER] Completed predict_future for GRDN [2025-10-09T22:48:29.393187] [INFO ] [sig ] GRDN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:29.538041] [INFO ] [LOCAL ] Saved forecast: GRDN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GRDN.txt [2025-10-09T22:48:29.538327] [WARN ] [sig ] [911/2211] Failed GRDN after 0.2s | 4.41 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:29.538405] [INFO ] [sig ] [912/2211] Forecasting GRMN... [2025-10-09T22:48:29.538444] [INFO ] [sig ] Generating forecast for: GRMN [2025-10-09T22:48:29.538474] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRMN' from 'https://tdm.silogroup.org/data/derivative_storage/GRMN.csv'. [2025-10-09T22:48:29.548855] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GRMN'. [2025-10-09T22:48:29.549178] [INFO ] [FORECASTER] Starting predict_future for GRMN [2025-10-09T22:48:29.575264] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:29.576051] [DEBUG] [LOCAL ] No optimal features file found for GRMN: ./output/feature-sets/GRMN.txt [2025-10-09T22:48:29.576107] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:29.576141] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:29.576168] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:29.576224] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:29.593544] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:29.594182] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:29.594269] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:29.594302] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:29.632975] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:29.633092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:29.633133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:29.633161] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:29.636621] [DEBUG] [FORECASTER] GRMN: Forecast T+1@11:T+2@11: DOWN (p=35.94%) [2025-10-09T22:48:29.636925] [INFO ] [FORECASTER] Completed predict_future for GRMN [2025-10-09T22:48:29.637064] [INFO ] [sig ] GRMN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:29.779626] [INFO ] [LOCAL ] Saved forecast: GRMN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GRMN.txt [2025-10-09T22:48:29.779933] [WARN ] [sig ] [912/2211] Failed GRMN after 0.2s | 4.41 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:29.780013] [INFO ] [sig ] [913/2211] Forecasting GRND... [2025-10-09T22:48:29.780053] [INFO ] [sig ] Generating forecast for: GRND [2025-10-09T22:48:29.780085] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRND' from 'https://tdm.silogroup.org/data/derivative_storage/GRND.csv'. [2025-10-09T22:48:29.790879] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GRND'. [2025-10-09T22:48:29.791221] [INFO ] [FORECASTER] Starting predict_future for GRND [2025-10-09T22:48:29.818068] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:29.818882] [DEBUG] [LOCAL ] No optimal features file found for GRND: ./output/feature-sets/GRND.txt [2025-10-09T22:48:29.818939] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:29.818973] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:29.819000] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:29.819057] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:29.836969] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:29.837552] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:29.837709] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:29.837759] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:29.873877] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:29.874058] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:29.874147] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:29.874178] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:29.879637] [DEBUG] [FORECASTER] GRND: Forecast T+1@11:T+2@11: UP (p=80.66%) [2025-10-09T22:48:29.880000] [INFO ] [FORECASTER] Completed predict_future for GRND [2025-10-09T22:48:29.880154] [INFO ] [sig ] GRND: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:30.026521] [INFO ] [LOCAL ] Saved forecast: GRND 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GRND.txt [2025-10-09T22:48:30.026776] [WARN ] [sig ] [913/2211] Failed GRND after 0.2s | 4.41 sym/s | Total: 3.4m | ETA: 4.9m [2025-10-09T22:48:30.026858] [INFO ] [sig ] [914/2211] Forecasting GRNT... [2025-10-09T22:48:30.026898] [INFO ] [sig ] Generating forecast for: GRNT [2025-10-09T22:48:30.026929] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRNT' from 'https://tdm.silogroup.org/data/derivative_storage/GRNT.csv'. [2025-10-09T22:48:30.038942] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GRNT'. [2025-10-09T22:48:30.039327] [INFO ] [FORECASTER] Starting predict_future for GRNT [2025-10-09T22:48:30.067972] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:30.068748] [DEBUG] [LOCAL ] No optimal features file found for GRNT: ./output/feature-sets/GRNT.txt [2025-10-09T22:48:30.068805] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:30.068839] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:30.068867] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:30.068924] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:30.086212] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:30.086830] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:30.086917] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:30.086952] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:30.122596] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:30.122766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:30.122835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:30.122867] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:30.126578] [DEBUG] [FORECASTER] GRNT: Forecast T+1@11:T+2@11: UP (p=92.52%) [2025-10-09T22:48:30.126894] [INFO ] [FORECASTER] Completed predict_future for GRNT [2025-10-09T22:48:30.127041] [INFO ] [sig ] GRNT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:30.269078] [INFO ] [LOCAL ] Saved forecast: GRNT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GRNT.txt [2025-10-09T22:48:30.269335] [WARN ] [sig ] [914/2211] Failed GRNT after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:30.269415] [INFO ] [sig ] [915/2211] Forecasting GROV... [2025-10-09T22:48:30.269454] [INFO ] [sig ] Generating forecast for: GROV [2025-10-09T22:48:30.269485] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GROV' from 'https://tdm.silogroup.org/data/derivative_storage/GROV.csv'. [2025-10-09T22:48:30.280303] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GROV'. [2025-10-09T22:48:30.280678] [INFO ] [FORECASTER] Starting predict_future for GROV [2025-10-09T22:48:30.306844] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:30.307609] [DEBUG] [LOCAL ] No optimal features file found for GROV: ./output/feature-sets/GROV.txt [2025-10-09T22:48:30.307693] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:30.307740] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:30.307770] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:30.307826] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:30.326084] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:30.326856] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:30.326946] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:30.326982] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:30.363317] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:30.363434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:30.363475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:30.363504] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:30.367254] [DEBUG] [FORECASTER] GROV: Forecast T+1@11:T+2@11: DOWN (p=5.71%) [2025-10-09T22:48:30.367548] [INFO ] [FORECASTER] Completed predict_future for GROV [2025-10-09T22:48:30.367759] [INFO ] [sig ] GROV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:30.510798] [INFO ] [LOCAL ] Saved forecast: GROV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GROV.txt [2025-10-09T22:48:30.511038] [WARN ] [sig ] [915/2211] Failed GROV after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:30.511121] [INFO ] [sig ] [916/2211] Forecasting GRX... [2025-10-09T22:48:30.511169] [INFO ] [sig ] Generating forecast for: GRX [2025-10-09T22:48:30.511207] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GRX' from 'https://tdm.silogroup.org/data/derivative_storage/GRX.csv'. [2025-10-09T22:48:30.521382] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GRX'. [2025-10-09T22:48:30.521719] [INFO ] [FORECASTER] Starting predict_future for GRX [2025-10-09T22:48:30.547819] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:30.548536] [DEBUG] [LOCAL ] No optimal features file found for GRX: ./output/feature-sets/GRX.txt [2025-10-09T22:48:30.548592] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:30.548625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:30.548685] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:30.548780] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:30.566954] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:30.567709] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:30.567801] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:30.567836] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:30.602101] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:30.602285] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:30.602329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:30.602359] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:30.606053] [DEBUG] [FORECASTER] GRX: Forecast T+1@11:T+2@11: UP (p=90.87%) [2025-10-09T22:48:30.606391] [INFO ] [FORECASTER] Completed predict_future for GRX [2025-10-09T22:48:30.606543] [INFO ] [sig ] GRX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:30.756769] [INFO ] [LOCAL ] Saved forecast: GRX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GRX.txt [2025-10-09T22:48:30.756999] [WARN ] [sig ] [916/2211] Failed GRX after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:30.757080] [INFO ] [sig ] [917/2211] Forecasting GS... [2025-10-09T22:48:30.757119] [INFO ] [sig ] Generating forecast for: GS [2025-10-09T22:48:30.757150] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GS' from 'https://tdm.silogroup.org/data/derivative_storage/GS.csv'. [2025-10-09T22:48:30.769332] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GS'. [2025-10-09T22:48:30.769751] [INFO ] [FORECASTER] Starting predict_future for GS [2025-10-09T22:48:30.796422] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:30.797190] [DEBUG] [LOCAL ] No optimal features file found for GS: ./output/feature-sets/GS.txt [2025-10-09T22:48:30.797247] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:30.797281] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:30.797309] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:30.797365] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:30.814723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:30.815297] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:30.815404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:30.815459] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:30.853799] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:30.853953] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:30.853995] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:30.854026] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:30.857540] [DEBUG] [FORECASTER] GS: Forecast T+1@11:T+2@11: DOWN (p=34.45%) [2025-10-09T22:48:30.857933] [INFO ] [FORECASTER] Completed predict_future for GS [2025-10-09T22:48:30.858082] [INFO ] [sig ] GS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:31.000361] [INFO ] [LOCAL ] Saved forecast: GS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GS.txt [2025-10-09T22:48:31.000599] [WARN ] [sig ] [917/2211] Failed GS after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:31.000847] [INFO ] [sig ] [918/2211] Forecasting GSBD... [2025-10-09T22:48:31.000891] [INFO ] [sig ] Generating forecast for: GSBD [2025-10-09T22:48:31.000923] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GSBD' from 'https://tdm.silogroup.org/data/derivative_storage/GSBD.csv'. [2025-10-09T22:48:31.011417] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GSBD'. [2025-10-09T22:48:31.011780] [INFO ] [FORECASTER] Starting predict_future for GSBD [2025-10-09T22:48:31.037184] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:31.037995] [DEBUG] [LOCAL ] No optimal features file found for GSBD: ./output/feature-sets/GSBD.txt [2025-10-09T22:48:31.038051] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:31.038085] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:31.038113] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:31.038168] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:31.055300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:31.056027] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:31.056115] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:31.056148] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:31.092855] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:31.093043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:31.093086] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:31.093115] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:31.096757] [DEBUG] [FORECASTER] GSBD: Forecast T+1@11:T+2@11: DOWN (p=14.05%) [2025-10-09T22:48:31.097058] [INFO ] [FORECASTER] Completed predict_future for GSBD [2025-10-09T22:48:31.097198] [INFO ] [sig ] GSBD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:31.238542] [INFO ] [LOCAL ] Saved forecast: GSBD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GSBD.txt [2025-10-09T22:48:31.238819] [WARN ] [sig ] [918/2211] Failed GSBD after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:31.238904] [INFO ] [sig ] [919/2211] Forecasting GSK... [2025-10-09T22:48:31.238944] [INFO ] [sig ] Generating forecast for: GSK [2025-10-09T22:48:31.238976] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GSK' from 'https://tdm.silogroup.org/data/derivative_storage/GSK.csv'. [2025-10-09T22:48:31.249984] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GSK'. [2025-10-09T22:48:31.250353] [INFO ] [FORECASTER] Starting predict_future for GSK [2025-10-09T22:48:31.275602] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:31.276314] [DEBUG] [LOCAL ] No optimal features file found for GSK: ./output/feature-sets/GSK.txt [2025-10-09T22:48:31.276369] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:31.276403] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:31.276431] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:31.276487] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:31.293727] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:31.294262] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:31.294344] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:31.294377] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:31.331620] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:31.331741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:31.331784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:31.331814] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:31.334986] [DEBUG] [FORECASTER] GSK: Forecast T+1@11:T+2@11: DOWN (p=3.73%) [2025-10-09T22:48:31.335254] [INFO ] [FORECASTER] Completed predict_future for GSK [2025-10-09T22:48:31.335391] [INFO ] [sig ] GSK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:31.480579] [INFO ] [LOCAL ] Saved forecast: GSK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GSK.txt [2025-10-09T22:48:31.480839] [WARN ] [sig ] [919/2211] Failed GSK after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:31.480919] [INFO ] [sig ] [920/2211] Forecasting GSL... [2025-10-09T22:48:31.480958] [INFO ] [sig ] Generating forecast for: GSL [2025-10-09T22:48:31.480989] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GSL' from 'https://tdm.silogroup.org/data/derivative_storage/GSL.csv'. [2025-10-09T22:48:31.493181] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GSL'. [2025-10-09T22:48:31.493819] [INFO ] [FORECASTER] Starting predict_future for GSL [2025-10-09T22:48:31.522195] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:31.523035] [DEBUG] [LOCAL ] No optimal features file found for GSL: ./output/feature-sets/GSL.txt [2025-10-09T22:48:31.523092] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:31.523128] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:31.523157] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:31.523224] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:31.541035] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:31.541807] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:31.541895] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:31.541929] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:31.577861] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:31.577997] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:31.578036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:31.578064] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:31.581396] [DEBUG] [FORECASTER] GSL: Forecast T+1@11:T+2@11: UP (p=95.56%) [2025-10-09T22:48:31.581702] [INFO ] [FORECASTER] Completed predict_future for GSL [2025-10-09T22:48:31.581853] [INFO ] [sig ] GSL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:31.723710] [INFO ] [LOCAL ] Saved forecast: GSL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GSL.txt [2025-10-09T22:48:31.724002] [WARN ] [sig ] [920/2211] Failed GSL after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:31.724083] [INFO ] [sig ] [921/2211] Forecasting GTES... [2025-10-09T22:48:31.724124] [INFO ] [sig ] Generating forecast for: GTES [2025-10-09T22:48:31.724158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTES' from 'https://tdm.silogroup.org/data/derivative_storage/GTES.csv'. [2025-10-09T22:48:31.734283] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GTES'. [2025-10-09T22:48:31.734635] [INFO ] [FORECASTER] Starting predict_future for GTES [2025-10-09T22:48:31.759978] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:31.760744] [DEBUG] [LOCAL ] No optimal features file found for GTES: ./output/feature-sets/GTES.txt [2025-10-09T22:48:31.760806] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:31.760841] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:31.760869] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:31.760926] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:31.778209] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:31.779180] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:31.779278] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:31.779312] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:31.815822] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:31.816016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:31.816059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:31.816114] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:31.820220] [DEBUG] [FORECASTER] GTES: Forecast T+1@11:T+2@11: UP (p=79.56%) [2025-10-09T22:48:31.820546] [INFO ] [FORECASTER] Completed predict_future for GTES [2025-10-09T22:48:31.820720] [INFO ] [sig ] GTES: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:31.972334] [INFO ] [LOCAL ] Saved forecast: GTES 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GTES.txt [2025-10-09T22:48:31.972614] [WARN ] [sig ] [921/2211] Failed GTES after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:31.972719] [INFO ] [sig ] [922/2211] Forecasting GTLS... [2025-10-09T22:48:31.972759] [INFO ] [sig ] Generating forecast for: GTLS [2025-10-09T22:48:31.972791] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTLS' from 'https://tdm.silogroup.org/data/derivative_storage/GTLS.csv'. [2025-10-09T22:48:31.984851] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GTLS'. [2025-10-09T22:48:31.985195] [INFO ] [FORECASTER] Starting predict_future for GTLS [2025-10-09T22:48:32.011237] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:32.012001] [DEBUG] [LOCAL ] No optimal features file found for GTLS: ./output/feature-sets/GTLS.txt [2025-10-09T22:48:32.012058] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:32.012094] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:32.012123] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:32.012185] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:32.030192] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:32.030836] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:32.030923] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:32.030956] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:32.069401] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:32.069541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:32.069582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:32.069613] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:32.073060] [DEBUG] [FORECASTER] GTLS: Forecast T+1@11:T+2@11: UP (p=95.55%) [2025-10-09T22:48:32.073338] [INFO ] [FORECASTER] Completed predict_future for GTLS [2025-10-09T22:48:32.073474] [INFO ] [sig ] GTLS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:32.219267] [INFO ] [LOCAL ] Saved forecast: GTLS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GTLS.txt [2025-10-09T22:48:32.219538] [WARN ] [sig ] [922/2211] Failed GTLS after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:32.219624] [INFO ] [sig ] [923/2211] Forecasting GTN... [2025-10-09T22:48:32.219701] [INFO ] [sig ] Generating forecast for: GTN [2025-10-09T22:48:32.219744] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTN' from 'https://tdm.silogroup.org/data/derivative_storage/GTN.csv'. [2025-10-09T22:48:32.231485] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GTN'. [2025-10-09T22:48:32.231940] [INFO ] [FORECASTER] Starting predict_future for GTN [2025-10-09T22:48:32.262996] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:32.263833] [DEBUG] [LOCAL ] No optimal features file found for GTN: ./output/feature-sets/GTN.txt [2025-10-09T22:48:32.263891] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:32.263925] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:32.263955] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:32.264012] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:32.285400] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:32.286166] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:32.286280] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:32.286336] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:32.334828] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:32.335008] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:32.335056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:32.335087] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:32.339511] [DEBUG] [FORECASTER] GTN: Forecast T+1@11:T+2@11: UP (p=94.63%) [2025-10-09T22:48:32.339854] [INFO ] [FORECASTER] Completed predict_future for GTN [2025-10-09T22:48:32.340010] [INFO ] [sig ] GTN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:32.530408] [INFO ] [LOCAL ] Saved forecast: GTN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GTN.txt [2025-10-09T22:48:32.530712] [WARN ] [sig ] [923/2211] Failed GTN after 0.3s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:32.530798] [INFO ] [sig ] [924/2211] Forecasting GTY... [2025-10-09T22:48:32.530836] [INFO ] [sig ] Generating forecast for: GTY [2025-10-09T22:48:32.530869] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GTY' from 'https://tdm.silogroup.org/data/derivative_storage/GTY.csv'. [2025-10-09T22:48:32.540977] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GTY'. [2025-10-09T22:48:32.541345] [INFO ] [FORECASTER] Starting predict_future for GTY [2025-10-09T22:48:32.567898] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:32.568799] [DEBUG] [LOCAL ] No optimal features file found for GTY: ./output/feature-sets/GTY.txt [2025-10-09T22:48:32.568876] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:32.568923] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:32.568954] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:32.569012] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:32.587377] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:32.588067] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:32.588156] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:32.588191] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:32.629256] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:32.629362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:32.629400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:32.629429] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:32.632872] [DEBUG] [FORECASTER] GTY: Forecast T+1@11:T+2@11: DOWN (p=4.86%) [2025-10-09T22:48:32.633161] [INFO ] [FORECASTER] Completed predict_future for GTY [2025-10-09T22:48:32.633309] [INFO ] [sig ] GTY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:32.777112] [INFO ] [LOCAL ] Saved forecast: GTY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GTY.txt [2025-10-09T22:48:32.777331] [WARN ] [sig ] [924/2211] Failed GTY after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:32.777408] [INFO ] [sig ] [925/2211] Forecasting GUG... [2025-10-09T22:48:32.777447] [INFO ] [sig ] Generating forecast for: GUG [2025-10-09T22:48:32.777477] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GUG' from 'https://tdm.silogroup.org/data/derivative_storage/GUG.csv'. [2025-10-09T22:48:32.787527] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GUG'. [2025-10-09T22:48:32.787947] [INFO ] [FORECASTER] Starting predict_future for GUG [2025-10-09T22:48:32.813957] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:32.814755] [DEBUG] [LOCAL ] No optimal features file found for GUG: ./output/feature-sets/GUG.txt [2025-10-09T22:48:32.814812] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:32.814847] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:32.814875] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:32.814931] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:32.836869] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:32.837747] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:32.837834] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:32.837886] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:32.875715] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:32.875841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:32.875880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:32.875909] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:32.879268] [DEBUG] [FORECASTER] GUG: Forecast T+1@11:T+2@11: UP (p=65.70%) [2025-10-09T22:48:32.879540] [INFO ] [FORECASTER] Completed predict_future for GUG [2025-10-09T22:48:32.879710] [INFO ] [sig ] GUG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:33.025818] [INFO ] [LOCAL ] Saved forecast: GUG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GUG.txt [2025-10-09T22:48:33.026097] [WARN ] [sig ] [925/2211] Failed GUG after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:33.026185] [INFO ] [sig ] [926/2211] Forecasting GUT... [2025-10-09T22:48:33.026227] [INFO ] [sig ] Generating forecast for: GUT [2025-10-09T22:48:33.026260] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GUT' from 'https://tdm.silogroup.org/data/derivative_storage/GUT.csv'. [2025-10-09T22:48:33.037465] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GUT'. [2025-10-09T22:48:33.037891] [INFO ] [FORECASTER] Starting predict_future for GUT [2025-10-09T22:48:33.064423] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:33.065174] [DEBUG] [LOCAL ] No optimal features file found for GUT: ./output/feature-sets/GUT.txt [2025-10-09T22:48:33.065235] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:33.065273] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:33.065300] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:33.065357] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:33.083881] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:33.084460] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:33.084548] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:33.084582] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:33.120466] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:33.120569] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:33.120613] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:33.120670] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:33.123948] [DEBUG] [FORECASTER] GUT: Forecast T+1@11:T+2@11: UP (p=50.38%) [2025-10-09T22:48:33.124213] [INFO ] [FORECASTER] Completed predict_future for GUT [2025-10-09T22:48:33.124350] [INFO ] [sig ] GUT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:33.272463] [INFO ] [LOCAL ] Saved forecast: GUT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GUT.txt [2025-10-09T22:48:33.272701] [WARN ] [sig ] [926/2211] Failed GUT after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:33.272794] [INFO ] [sig ] [927/2211] Forecasting GVA... [2025-10-09T22:48:33.272835] [INFO ] [sig ] Generating forecast for: GVA [2025-10-09T22:48:33.272866] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GVA' from 'https://tdm.silogroup.org/data/derivative_storage/GVA.csv'. [2025-10-09T22:48:33.283904] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GVA'. [2025-10-09T22:48:33.284285] [INFO ] [FORECASTER] Starting predict_future for GVA [2025-10-09T22:48:33.311888] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:33.312712] [DEBUG] [LOCAL ] No optimal features file found for GVA: ./output/feature-sets/GVA.txt [2025-10-09T22:48:33.312811] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:33.312853] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:33.312886] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:33.312964] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:33.332824] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:33.333631] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:33.333746] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:33.333785] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:33.372345] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:33.372502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:33.372545] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:33.372575] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:33.376239] [DEBUG] [FORECASTER] GVA: Forecast T+1@11:T+2@11: DOWN (p=20.47%) [2025-10-09T22:48:33.376601] [INFO ] [FORECASTER] Completed predict_future for GVA [2025-10-09T22:48:33.376818] [INFO ] [sig ] GVA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:33.522875] [INFO ] [LOCAL ] Saved forecast: GVA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GVA.txt [2025-10-09T22:48:33.523144] [WARN ] [sig ] [927/2211] Failed GVA after 0.3s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:33.523227] [INFO ] [sig ] [928/2211] Forecasting GWH... [2025-10-09T22:48:33.523266] [INFO ] [sig ] Generating forecast for: GWH [2025-10-09T22:48:33.523298] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GWH' from 'https://tdm.silogroup.org/data/derivative_storage/GWH.csv'. [2025-10-09T22:48:33.533772] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GWH'. [2025-10-09T22:48:33.534172] [INFO ] [FORECASTER] Starting predict_future for GWH [2025-10-09T22:48:33.559777] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:33.560484] [DEBUG] [LOCAL ] No optimal features file found for GWH: ./output/feature-sets/GWH.txt [2025-10-09T22:48:33.560539] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:33.560573] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:33.560599] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:33.560678] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:33.578403] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:33.578987] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:33.579071] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:33.579104] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:33.617275] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:33.617415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:33.617455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:33.617529] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:33.620998] [DEBUG] [FORECASTER] GWH: Forecast T+1@11:T+2@11: DOWN (p=8.48%) [2025-10-09T22:48:33.621298] [INFO ] [FORECASTER] Completed predict_future for GWH [2025-10-09T22:48:33.621445] [INFO ] [sig ] GWH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:33.771587] [INFO ] [LOCAL ] Saved forecast: GWH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GWH.txt [2025-10-09T22:48:33.771932] [WARN ] [sig ] [928/2211] Failed GWH after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:33.772017] [INFO ] [sig ] [929/2211] Forecasting GWRE... [2025-10-09T22:48:33.772058] [INFO ] [sig ] Generating forecast for: GWRE [2025-10-09T22:48:33.772089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GWRE' from 'https://tdm.silogroup.org/data/derivative_storage/GWRE.csv'. [2025-10-09T22:48:33.783039] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GWRE'. [2025-10-09T22:48:33.783313] [INFO ] [FORECASTER] Starting predict_future for GWRE [2025-10-09T22:48:33.809273] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:33.810067] [DEBUG] [LOCAL ] No optimal features file found for GWRE: ./output/feature-sets/GWRE.txt [2025-10-09T22:48:33.810127] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:33.810161] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:33.810212] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:33.810285] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:33.827485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:33.828107] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:33.828193] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:33.828227] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:33.863120] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:33.863264] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:33.863304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:33.863333] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:33.866783] [DEBUG] [FORECASTER] GWRE: Forecast T+1@11:T+2@11: DOWN (p=1.28%) [2025-10-09T22:48:33.867062] [INFO ] [FORECASTER] Completed predict_future for GWRE [2025-10-09T22:48:33.867198] [INFO ] [sig ] GWRE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:34.010627] [INFO ] [LOCAL ] Saved forecast: GWRE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GWRE.txt [2025-10-09T22:48:34.010899] [WARN ] [sig ] [929/2211] Failed GWRE after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.9m [2025-10-09T22:48:34.010980] [INFO ] [sig ] [930/2211] Forecasting GWW... [2025-10-09T22:48:34.011019] [INFO ] [sig ] Generating forecast for: GWW [2025-10-09T22:48:34.011052] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GWW' from 'https://tdm.silogroup.org/data/derivative_storage/GWW.csv'. [2025-10-09T22:48:34.021202] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GWW'. [2025-10-09T22:48:34.021568] [INFO ] [FORECASTER] Starting predict_future for GWW [2025-10-09T22:48:34.047188] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:34.047991] [DEBUG] [LOCAL ] No optimal features file found for GWW: ./output/feature-sets/GWW.txt [2025-10-09T22:48:34.048048] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:34.048083] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:34.048112] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:34.048170] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:34.066246] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:34.067018] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:34.067107] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:34.067143] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:34.103022] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:34.103126] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:34.103242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:34.103281] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:34.109137] [DEBUG] [FORECASTER] GWW: Forecast T+1@11:T+2@11: UP (p=61.71%) [2025-10-09T22:48:34.109464] [INFO ] [FORECASTER] Completed predict_future for GWW [2025-10-09T22:48:34.109607] [INFO ] [sig ] GWW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:34.255290] [INFO ] [LOCAL ] Saved forecast: GWW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GWW.txt [2025-10-09T22:48:34.255575] [WARN ] [sig ] [930/2211] Failed GWW after 0.2s | 4.41 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:34.255686] [INFO ] [sig ] [931/2211] Forecasting GXO... [2025-10-09T22:48:34.255733] [INFO ] [sig ] Generating forecast for: GXO [2025-10-09T22:48:34.255767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GXO' from 'https://tdm.silogroup.org/data/derivative_storage/GXO.csv'. [2025-10-09T22:48:34.265342] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'GXO'. [2025-10-09T22:48:34.265727] [INFO ] [FORECASTER] Starting predict_future for GXO [2025-10-09T22:48:34.291867] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:34.292681] [DEBUG] [LOCAL ] No optimal features file found for GXO: ./output/feature-sets/GXO.txt [2025-10-09T22:48:34.292740] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:34.292774] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:34.292802] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:34.292857] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:34.310620] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:34.311535] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:34.311633] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:34.311710] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:34.348962] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:34.349147] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:34.349191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:34.349220] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:34.353075] [DEBUG] [FORECASTER] GXO: Forecast T+1@11:T+2@11: DOWN (p=16.49%) [2025-10-09T22:48:34.353469] [INFO ] [FORECASTER] Completed predict_future for GXO [2025-10-09T22:48:34.353624] [INFO ] [sig ] GXO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:34.507227] [INFO ] [LOCAL ] Saved forecast: GXO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/GXO.txt [2025-10-09T22:48:34.507574] [WARN ] [sig ] [931/2211] Failed GXO after 0.3s | 4.40 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:34.507708] [INFO ] [sig ] [932/2211] Forecasting GYLD... [2025-10-09T22:48:34.507751] [INFO ] [sig ] Generating forecast for: GYLD [2025-10-09T22:48:34.507784] [DEBUG] [REMOTE ] Fetching historical data for symbol 'GYLD' from 'https://tdm.silogroup.org/data/derivative_storage/GYLD.csv'. [2025-10-09T22:48:34.517805] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'GYLD'. [2025-10-09T22:48:34.518163] [INFO ] [FORECASTER] Starting predict_future for GYLD [2025-10-09T22:48:34.545390] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:34.546231] [DEBUG] [LOCAL ] No optimal features file found for GYLD: ./output/feature-sets/GYLD.txt [2025-10-09T22:48:34.546288] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:34.546322] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:34.546348] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:34.546406] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:34.564827] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:34.565468] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:34.565577] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:34.565632] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:34.611141] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:34.611266] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:34.611304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:34.611334] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:34.615154] [DEBUG] [FORECASTER] GYLD: Forecast T+1@11:T+2@11: UP (p=98.72%) [2025-10-09T22:48:34.615444] [INFO ] [FORECASTER] Completed predict_future for GYLD [2025-10-09T22:48:34.615586] [INFO ] [sig ] GYLD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:34.762712] [INFO ] [LOCAL ] Saved forecast: GYLD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/GYLD.txt [2025-10-09T22:48:34.762964] [WARN ] [sig ] [932/2211] Failed GYLD after 0.3s | 4.40 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:34.763041] [INFO ] [sig ] [933/2211] Forecasting H... [2025-10-09T22:48:34.763082] [INFO ] [sig ] Generating forecast for: H [2025-10-09T22:48:34.763114] [DEBUG] [REMOTE ] Fetching historical data for symbol 'H' from 'https://tdm.silogroup.org/data/derivative_storage/H.csv'. [2025-10-09T22:48:34.772432] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'H'. [2025-10-09T22:48:34.772731] [INFO ] [FORECASTER] Starting predict_future for H [2025-10-09T22:48:34.798380] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:34.799127] [DEBUG] [LOCAL ] No optimal features file found for H: ./output/feature-sets/H.txt [2025-10-09T22:48:34.799182] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:34.799216] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:34.799243] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:34.799300] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:34.816968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:34.817515] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:34.817622] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:34.817708] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:34.857766] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:34.857881] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:34.857918] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:34.857946] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:34.861166] [DEBUG] [FORECASTER] H: Forecast T+1@11:T+2@11: DOWN (p=48.46%) [2025-10-09T22:48:34.861439] [INFO ] [FORECASTER] Completed predict_future for H [2025-10-09T22:48:34.861570] [INFO ] [sig ] H: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:35.013439] [INFO ] [LOCAL ] Saved forecast: H 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/H.txt [2025-10-09T22:48:35.013720] [WARN ] [sig ] [933/2211] Failed H after 0.3s | 4.40 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:35.013804] [INFO ] [sig ] [934/2211] Forecasting HAE... [2025-10-09T22:48:35.013854] [INFO ] [sig ] Generating forecast for: HAE [2025-10-09T22:48:35.013888] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAE' from 'https://tdm.silogroup.org/data/derivative_storage/HAE.csv'. [2025-10-09T22:48:35.018214] [WARN ] [REMOTE ] Historical data not found for symbol 'HAE' (404). [2025-10-09T22:48:35.018398] [FATAL] [sig ] HAE: No historical data fetched. [2025-10-09T22:48:35.018482] [WARN ] [sig ] [934/2211] Failed HAE after 0.0s | 4.41 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:35.018553] [INFO ] [sig ] [935/2211] Forecasting HAFN... [2025-10-09T22:48:35.018592] [INFO ] [sig ] Generating forecast for: HAFN [2025-10-09T22:48:35.018621] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAFN' from 'https://tdm.silogroup.org/data/derivative_storage/HAFN.csv'. [2025-10-09T22:48:35.026829] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HAFN'. [2025-10-09T22:48:35.027075] [INFO ] [FORECASTER] Starting predict_future for HAFN [2025-10-09T22:48:35.052286] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:35.053015] [DEBUG] [LOCAL ] No optimal features file found for HAFN: ./output/feature-sets/HAFN.txt [2025-10-09T22:48:35.053070] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:35.053102] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:35.053130] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:35.053187] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:35.070828] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:35.071366] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:35.071449] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:35.071481] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:35.105192] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:35.105307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:35.105345] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:35.105374] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:35.112808] [DEBUG] [FORECASTER] HAFN: Forecast T+1@11:T+2@11: DOWN (p=25.87%) [2025-10-09T22:48:35.113276] [INFO ] [FORECASTER] Completed predict_future for HAFN [2025-10-09T22:48:35.113471] [INFO ] [sig ] HAFN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:35.269887] [INFO ] [LOCAL ] Saved forecast: HAFN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HAFN.txt [2025-10-09T22:48:35.270137] [WARN ] [sig ] [935/2211] Failed HAFN after 0.3s | 4.41 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:35.270220] [INFO ] [sig ] [936/2211] Forecasting HAL... [2025-10-09T22:48:35.270259] [INFO ] [sig ] Generating forecast for: HAL [2025-10-09T22:48:35.270291] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAL' from 'https://tdm.silogroup.org/data/derivative_storage/HAL.csv'. [2025-10-09T22:48:35.281781] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HAL'. [2025-10-09T22:48:35.282061] [INFO ] [FORECASTER] Starting predict_future for HAL [2025-10-09T22:48:35.307630] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:35.308377] [DEBUG] [LOCAL ] No optimal features file found for HAL: ./output/feature-sets/HAL.txt [2025-10-09T22:48:35.308431] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:35.308464] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:35.308491] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:35.308546] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:35.325848] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:35.326497] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:35.326580] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:35.326613] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:35.369006] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:35.369112] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:35.369149] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:35.369177] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:35.372370] [DEBUG] [FORECASTER] HAL: Forecast T+1@11:T+2@11: DOWN (p=7.60%) [2025-10-09T22:48:35.372634] [INFO ] [FORECASTER] Completed predict_future for HAL [2025-10-09T22:48:35.372807] [INFO ] [sig ] HAL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:35.525295] [INFO ] [LOCAL ] Saved forecast: HAL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HAL.txt [2025-10-09T22:48:35.525524] [WARN ] [sig ] [936/2211] Failed HAL after 0.3s | 4.41 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:35.525600] [INFO ] [sig ] [937/2211] Forecasting HASI... [2025-10-09T22:48:35.525639] [INFO ] [sig ] Generating forecast for: HASI [2025-10-09T22:48:35.525718] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HASI' from 'https://tdm.silogroup.org/data/derivative_storage/HASI.csv'. [2025-10-09T22:48:35.536626] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HASI'. [2025-10-09T22:48:35.537028] [INFO ] [FORECASTER] Starting predict_future for HASI [2025-10-09T22:48:35.562548] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:35.563305] [DEBUG] [LOCAL ] No optimal features file found for HASI: ./output/feature-sets/HASI.txt [2025-10-09T22:48:35.563360] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:35.563395] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:35.563424] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:35.563480] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:35.581237] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:35.582138] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:35.582231] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:35.582266] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:35.630450] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:35.630573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:35.630614] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:35.630671] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:35.634175] [DEBUG] [FORECASTER] HASI: Forecast T+1@11:T+2@11: DOWN (p=26.11%) [2025-10-09T22:48:35.634462] [INFO ] [FORECASTER] Completed predict_future for HASI [2025-10-09T22:48:35.634597] [INFO ] [sig ] HASI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:35.777389] [INFO ] [LOCAL ] Saved forecast: HASI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HASI.txt [2025-10-09T22:48:35.777604] [WARN ] [sig ] [937/2211] Failed HASI after 0.3s | 4.41 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:35.777705] [INFO ] [sig ] [938/2211] Forecasting HAYW... [2025-10-09T22:48:35.777746] [INFO ] [sig ] Generating forecast for: HAYW [2025-10-09T22:48:35.777777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HAYW' from 'https://tdm.silogroup.org/data/derivative_storage/HAYW.csv'. [2025-10-09T22:48:35.791027] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HAYW'. [2025-10-09T22:48:35.791529] [INFO ] [FORECASTER] Starting predict_future for HAYW [2025-10-09T22:48:35.823151] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:35.823990] [DEBUG] [LOCAL ] No optimal features file found for HAYW: ./output/feature-sets/HAYW.txt [2025-10-09T22:48:35.824046] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:35.824131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:35.824169] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:35.824227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:35.841879] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:35.842721] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:35.842817] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:35.842853] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:35.882473] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:35.882715] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:35.882782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:35.882836] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:35.886930] [DEBUG] [FORECASTER] HAYW: Forecast T+1@11:T+2@11: DOWN (p=41.97%) [2025-10-09T22:48:35.887294] [INFO ] [FORECASTER] Completed predict_future for HAYW [2025-10-09T22:48:35.887474] [INFO ] [sig ] HAYW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:36.037303] [INFO ] [LOCAL ] Saved forecast: HAYW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HAYW.txt [2025-10-09T22:48:36.037548] [WARN ] [sig ] [938/2211] Failed HAYW after 0.3s | 4.41 sym/s | Total: 3.5m | ETA: 4.8m [2025-10-09T22:48:36.037673] [INFO ] [sig ] [939/2211] Forecasting HBB... [2025-10-09T22:48:36.037729] [INFO ] [sig ] Generating forecast for: HBB [2025-10-09T22:48:36.037764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HBB' from 'https://tdm.silogroup.org/data/derivative_storage/HBB.csv'. [2025-10-09T22:48:36.048503] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HBB'. [2025-10-09T22:48:36.048849] [INFO ] [FORECASTER] Starting predict_future for HBB [2025-10-09T22:48:36.074948] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:36.075727] [DEBUG] [LOCAL ] No optimal features file found for HBB: ./output/feature-sets/HBB.txt [2025-10-09T22:48:36.075786] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:36.075821] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:36.075849] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:36.075905] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:36.093261] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:36.093842] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:36.093927] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:36.093961] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:36.127285] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:36.127416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:36.127456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:36.127486] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:36.131051] [DEBUG] [FORECASTER] HBB: Forecast T+1@11:T+2@11: UP (p=53.87%) [2025-10-09T22:48:36.131334] [INFO ] [FORECASTER] Completed predict_future for HBB [2025-10-09T22:48:36.131469] [INFO ] [sig ] HBB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:36.280246] [INFO ] [LOCAL ] Saved forecast: HBB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HBB.txt [2025-10-09T22:48:36.280507] [WARN ] [sig ] [939/2211] Failed HBB after 0.2s | 4.41 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:36.280616] [INFO ] [sig ] [940/2211] Forecasting HBI... [2025-10-09T22:48:36.280697] [INFO ] [sig ] Generating forecast for: HBI [2025-10-09T22:48:36.280742] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HBI' from 'https://tdm.silogroup.org/data/derivative_storage/HBI.csv'. [2025-10-09T22:48:36.291007] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HBI'. [2025-10-09T22:48:36.291311] [INFO ] [FORECASTER] Starting predict_future for HBI [2025-10-09T22:48:36.317456] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:36.318345] [DEBUG] [LOCAL ] No optimal features file found for HBI: ./output/feature-sets/HBI.txt [2025-10-09T22:48:36.318408] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:36.318450] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:36.318487] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:36.318556] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:36.336639] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:36.337225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:36.337308] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:36.337341] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:36.371595] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:36.371713] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:36.371759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:36.371788] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:36.374913] [DEBUG] [FORECASTER] HBI: Forecast T+1@11:T+2@11: UP (p=79.90%) [2025-10-09T22:48:36.375176] [INFO ] [FORECASTER] Completed predict_future for HBI [2025-10-09T22:48:36.375375] [INFO ] [sig ] HBI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:36.524361] [INFO ] [LOCAL ] Saved forecast: HBI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HBI.txt [2025-10-09T22:48:36.524589] [WARN ] [sig ] [940/2211] Failed HBI after 0.2s | 4.41 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:36.524690] [INFO ] [sig ] [941/2211] Forecasting HBM... [2025-10-09T22:48:36.524737] [INFO ] [sig ] Generating forecast for: HBM [2025-10-09T22:48:36.524769] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HBM' from 'https://tdm.silogroup.org/data/derivative_storage/HBM.csv'. [2025-10-09T22:48:36.534535] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HBM'. [2025-10-09T22:48:36.534860] [INFO ] [FORECASTER] Starting predict_future for HBM [2025-10-09T22:48:36.560302] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:36.561117] [DEBUG] [LOCAL ] No optimal features file found for HBM: ./output/feature-sets/HBM.txt [2025-10-09T22:48:36.561172] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:36.561206] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:36.561235] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:36.561291] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:36.578687] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:36.579251] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:36.579338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:36.579371] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:36.613898] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:36.614015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:36.614052] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:36.614081] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:36.619492] [DEBUG] [FORECASTER] HBM: Forecast T+1@11:T+2@11: DOWN (p=49.90%) [2025-10-09T22:48:36.619833] [INFO ] [FORECASTER] Completed predict_future for HBM [2025-10-09T22:48:36.619981] [INFO ] [sig ] HBM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:36.802534] [INFO ] [LOCAL ] Saved forecast: HBM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HBM.txt [2025-10-09T22:48:36.802808] [WARN ] [sig ] [941/2211] Failed HBM after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:36.802892] [INFO ] [sig ] [942/2211] Forecasting HCA... [2025-10-09T22:48:36.802932] [INFO ] [sig ] Generating forecast for: HCA [2025-10-09T22:48:36.802963] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HCA' from 'https://tdm.silogroup.org/data/derivative_storage/HCA.csv'. [2025-10-09T22:48:36.814105] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HCA'. [2025-10-09T22:48:36.814567] [INFO ] [FORECASTER] Starting predict_future for HCA [2025-10-09T22:48:36.844774] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:36.845855] [DEBUG] [LOCAL ] No optimal features file found for HCA: ./output/feature-sets/HCA.txt [2025-10-09T22:48:36.845927] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:36.845974] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:36.846003] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:36.846061] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:36.867171] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:36.868005] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:36.868124] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:36.868192] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:36.907689] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:36.907812] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:36.907876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:36.907932] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:36.911614] [DEBUG] [FORECASTER] HCA: Forecast T+1@11:T+2@11: UP (p=50.14%) [2025-10-09T22:48:36.911927] [INFO ] [FORECASTER] Completed predict_future for HCA [2025-10-09T22:48:36.912063] [INFO ] [sig ] HCA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:37.062688] [INFO ] [LOCAL ] Saved forecast: HCA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HCA.txt [2025-10-09T22:48:37.062919] [WARN ] [sig ] [942/2211] Failed HCA after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:37.062994] [INFO ] [sig ] [943/2211] Forecasting HCC... [2025-10-09T22:48:37.063034] [INFO ] [sig ] Generating forecast for: HCC [2025-10-09T22:48:37.063065] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HCC' from 'https://tdm.silogroup.org/data/derivative_storage/HCC.csv'. [2025-10-09T22:48:37.073556] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HCC'. [2025-10-09T22:48:37.073913] [INFO ] [FORECASTER] Starting predict_future for HCC [2025-10-09T22:48:37.100115] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:37.100966] [DEBUG] [LOCAL ] No optimal features file found for HCC: ./output/feature-sets/HCC.txt [2025-10-09T22:48:37.101026] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:37.101060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:37.101089] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:37.101146] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:37.118814] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:37.119707] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:37.119800] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:37.119836] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:37.157914] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:37.158064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:37.158115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:37.158147] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:37.161694] [DEBUG] [FORECASTER] HCC: Forecast T+1@11:T+2@11: DOWN (p=19.72%) [2025-10-09T22:48:37.161984] [INFO ] [FORECASTER] Completed predict_future for HCC [2025-10-09T22:48:37.162120] [INFO ] [sig ] HCC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:37.312761] [INFO ] [LOCAL ] Saved forecast: HCC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HCC.txt [2025-10-09T22:48:37.312990] [WARN ] [sig ] [943/2211] Failed HCC after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:37.313063] [INFO ] [sig ] [944/2211] Forecasting HCI... [2025-10-09T22:48:37.313102] [INFO ] [sig ] Generating forecast for: HCI [2025-10-09T22:48:37.313132] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HCI' from 'https://tdm.silogroup.org/data/derivative_storage/HCI.csv'. [2025-10-09T22:48:37.323406] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HCI'. [2025-10-09T22:48:37.323706] [INFO ] [FORECASTER] Starting predict_future for HCI [2025-10-09T22:48:37.349105] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:37.349831] [DEBUG] [LOCAL ] No optimal features file found for HCI: ./output/feature-sets/HCI.txt [2025-10-09T22:48:37.349885] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:37.349918] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:37.349945] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:37.350000] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:37.367452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:37.371911] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:37.372063] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:37.372109] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:37.406622] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:37.406733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:37.406776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:37.406808] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:37.410089] [DEBUG] [FORECASTER] HCI: Forecast T+1@11:T+2@11: UP (p=90.41%) [2025-10-09T22:48:37.410358] [INFO ] [FORECASTER] Completed predict_future for HCI [2025-10-09T22:48:37.410490] [INFO ] [sig ] HCI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:37.579251] [INFO ] [LOCAL ] Saved forecast: HCI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HCI.txt [2025-10-09T22:48:37.579521] [WARN ] [sig ] [944/2211] Failed HCI after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:37.579602] [INFO ] [sig ] [945/2211] Forecasting HD... [2025-10-09T22:48:37.579664] [INFO ] [sig ] Generating forecast for: HD [2025-10-09T22:48:37.579735] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HD' from 'https://tdm.silogroup.org/data/derivative_storage/HD.csv'. [2025-10-09T22:48:37.590765] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HD'. [2025-10-09T22:48:37.591225] [INFO ] [FORECASTER] Starting predict_future for HD [2025-10-09T22:48:37.617412] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:37.618316] [DEBUG] [LOCAL ] No optimal features file found for HD: ./output/feature-sets/HD.txt [2025-10-09T22:48:37.618375] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:37.618410] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:37.618439] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:37.618496] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:37.636056] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:37.636909] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:37.637003] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:37.637039] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:37.674094] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:37.674260] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:37.674302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:37.674335] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:37.678114] [DEBUG] [FORECASTER] HD: Forecast T+1@11:T+2@11: DOWN (p=0.64%) [2025-10-09T22:48:37.678414] [INFO ] [FORECASTER] Completed predict_future for HD [2025-10-09T22:48:37.678769] [INFO ] [sig ] HD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:37.822672] [INFO ] [LOCAL ] Saved forecast: HD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HD.txt [2025-10-09T22:48:37.822877] [WARN ] [sig ] [945/2211] Failed HD after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:37.822952] [INFO ] [sig ] [946/2211] Forecasting HDB... [2025-10-09T22:48:37.822992] [INFO ] [sig ] Generating forecast for: HDB [2025-10-09T22:48:37.823023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HDB' from 'https://tdm.silogroup.org/data/derivative_storage/HDB.csv'. [2025-10-09T22:48:37.833019] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HDB'. [2025-10-09T22:48:37.833336] [INFO ] [FORECASTER] Starting predict_future for HDB [2025-10-09T22:48:37.858548] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:37.859263] [DEBUG] [LOCAL ] No optimal features file found for HDB: ./output/feature-sets/HDB.txt [2025-10-09T22:48:37.859318] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:37.859352] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:37.859380] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:37.859436] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:37.877779] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:37.878343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:37.878427] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:37.878463] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:37.918851] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:37.918944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:37.918982] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:37.919013] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:37.922409] [DEBUG] [FORECASTER] HDB: Forecast T+1@11:T+2@11: UP (p=93.00%) [2025-10-09T22:48:37.922712] [INFO ] [FORECASTER] Completed predict_future for HDB [2025-10-09T22:48:37.922855] [INFO ] [sig ] HDB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:38.073711] [INFO ] [LOCAL ] Saved forecast: HDB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HDB.txt [2025-10-09T22:48:38.073933] [WARN ] [sig ] [946/2211] Failed HDB after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:38.074009] [INFO ] [sig ] [947/2211] Forecasting HE... [2025-10-09T22:48:38.074059] [INFO ] [sig ] Generating forecast for: HE [2025-10-09T22:48:38.074092] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HE' from 'https://tdm.silogroup.org/data/derivative_storage/HE.csv'. [2025-10-09T22:48:38.084066] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HE'. [2025-10-09T22:48:38.084355] [INFO ] [FORECASTER] Starting predict_future for HE [2025-10-09T22:48:38.109997] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:38.110741] [DEBUG] [LOCAL ] No optimal features file found for HE: ./output/feature-sets/HE.txt [2025-10-09T22:48:38.110798] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:38.110834] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:38.110863] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:38.110921] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:38.128753] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:38.129329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:38.129413] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:38.129448] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:38.167130] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:38.167217] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:38.167252] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:38.167281] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:38.173786] [DEBUG] [FORECASTER] HE: Forecast T+1@11:T+2@11: UP (p=82.50%) [2025-10-09T22:48:38.174144] [INFO ] [FORECASTER] Completed predict_future for HE [2025-10-09T22:48:38.174297] [INFO ] [sig ] HE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:38.319372] [INFO ] [LOCAL ] Saved forecast: HE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HE.txt [2025-10-09T22:48:38.319585] [WARN ] [sig ] [947/2211] Failed HE after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:38.319689] [INFO ] [sig ] [948/2211] Forecasting HEI... [2025-10-09T22:48:38.319735] [INFO ] [sig ] Generating forecast for: HEI [2025-10-09T22:48:38.319768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HEI' from 'https://tdm.silogroup.org/data/derivative_storage/HEI.csv'. [2025-10-09T22:48:38.329940] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HEI'. [2025-10-09T22:48:38.330250] [INFO ] [FORECASTER] Starting predict_future for HEI [2025-10-09T22:48:38.355852] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:38.356551] [DEBUG] [LOCAL ] No optimal features file found for HEI: ./output/feature-sets/HEI.txt [2025-10-09T22:48:38.356605] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:38.356638] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:38.356712] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:38.356778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:38.374533] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:38.375131] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:38.375213] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:38.375247] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:38.411228] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:38.411329] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:38.411370] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:38.411399] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:38.414624] [DEBUG] [FORECASTER] HEI: Forecast T+1@11:T+2@11: UP (p=84.75%) [2025-10-09T22:48:38.414936] [INFO ] [FORECASTER] Completed predict_future for HEI [2025-10-09T22:48:38.415063] [INFO ] [sig ] HEI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:38.560406] [INFO ] [LOCAL ] Saved forecast: HEI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HEI.txt [2025-10-09T22:48:38.560712] [WARN ] [sig ] [948/2211] Failed HEI after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:38.560799] [INFO ] [sig ] [949/2211] Forecasting HEQ... [2025-10-09T22:48:38.560839] [INFO ] [sig ] Generating forecast for: HEQ [2025-10-09T22:48:38.560871] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HEQ' from 'https://tdm.silogroup.org/data/derivative_storage/HEQ.csv'. [2025-10-09T22:48:38.573089] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HEQ'. [2025-10-09T22:48:38.573500] [INFO ] [FORECASTER] Starting predict_future for HEQ [2025-10-09T22:48:38.599737] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:38.600444] [DEBUG] [LOCAL ] No optimal features file found for HEQ: ./output/feature-sets/HEQ.txt [2025-10-09T22:48:38.600499] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:38.600533] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:38.600562] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:38.600619] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:38.618552] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:38.619249] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:38.619336] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:38.619370] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:38.676476] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:38.676584] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:38.676623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:38.676686] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:38.680103] [DEBUG] [FORECASTER] HEQ: Forecast T+1@11:T+2@11: UP (p=54.50%) [2025-10-09T22:48:38.680375] [INFO ] [FORECASTER] Completed predict_future for HEQ [2025-10-09T22:48:38.680508] [INFO ] [sig ] HEQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:38.824206] [INFO ] [LOCAL ] Saved forecast: HEQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HEQ.txt [2025-10-09T22:48:38.824410] [WARN ] [sig ] [949/2211] Failed HEQ after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:38.824485] [INFO ] [sig ] [950/2211] Forecasting HESM... [2025-10-09T22:48:38.824524] [INFO ] [sig ] Generating forecast for: HESM [2025-10-09T22:48:38.824555] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HESM' from 'https://tdm.silogroup.org/data/derivative_storage/HESM.csv'. [2025-10-09T22:48:38.834245] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HESM'. [2025-10-09T22:48:38.834552] [INFO ] [FORECASTER] Starting predict_future for HESM [2025-10-09T22:48:38.860300] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:38.861049] [DEBUG] [LOCAL ] No optimal features file found for HESM: ./output/feature-sets/HESM.txt [2025-10-09T22:48:38.861104] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:38.861137] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:38.861164] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:38.861220] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:38.879038] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:38.879596] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:38.879717] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:38.879767] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:38.914846] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:38.914944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:38.914980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:38.915008] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:38.918298] [DEBUG] [FORECASTER] HESM: Forecast T+1@11:T+2@11: DOWN (p=4.53%) [2025-10-09T22:48:38.918570] [INFO ] [FORECASTER] Completed predict_future for HESM [2025-10-09T22:48:38.918732] [INFO ] [sig ] HESM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:39.062333] [INFO ] [LOCAL ] Saved forecast: HESM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HESM.txt [2025-10-09T22:48:39.062543] [WARN ] [sig ] [950/2211] Failed HESM after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:39.062619] [INFO ] [sig ] [951/2211] Forecasting HFRO... [2025-10-09T22:48:39.062691] [INFO ] [sig ] Generating forecast for: HFRO [2025-10-09T22:48:39.062736] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HFRO' from 'https://tdm.silogroup.org/data/derivative_storage/HFRO.csv'. [2025-10-09T22:48:39.072487] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HFRO'. [2025-10-09T22:48:39.072776] [INFO ] [FORECASTER] Starting predict_future for HFRO [2025-10-09T22:48:39.099850] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:39.100592] [DEBUG] [LOCAL ] No optimal features file found for HFRO: ./output/feature-sets/HFRO.txt [2025-10-09T22:48:39.100669] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:39.100724] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:39.100755] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:39.100815] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:39.119039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:39.119581] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:39.119684] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:39.119738] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:39.158291] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:39.158835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:39.158894] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:39.158926] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:39.162919] [DEBUG] [FORECASTER] HFRO: Forecast T+1@11:T+2@11: DOWN (p=11.92%) [2025-10-09T22:48:39.163227] [INFO ] [FORECASTER] Completed predict_future for HFRO [2025-10-09T22:48:39.163369] [INFO ] [sig ] HFRO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:39.309500] [INFO ] [LOCAL ] Saved forecast: HFRO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HFRO.txt [2025-10-09T22:48:39.309740] [WARN ] [sig ] [951/2211] Failed HFRO after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:39.309820] [INFO ] [sig ] [952/2211] Forecasting HGER... [2025-10-09T22:48:39.309873] [INFO ] [sig ] Generating forecast for: HGER [2025-10-09T22:48:39.309905] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGER' from 'https://tdm.silogroup.org/data/derivative_storage/HGER.csv'. [2025-10-09T22:48:39.319852] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HGER'. [2025-10-09T22:48:39.320118] [INFO ] [FORECASTER] Starting predict_future for HGER [2025-10-09T22:48:39.346893] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:39.347617] [DEBUG] [LOCAL ] No optimal features file found for HGER: ./output/feature-sets/HGER.txt [2025-10-09T22:48:39.347717] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:39.347762] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:39.347791] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:39.347848] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:39.365934] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:39.366492] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:39.366573] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:39.366606] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:39.400051] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:39.400143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:39.400179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:39.400207] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:39.403363] [DEBUG] [FORECASTER] HGER: Forecast T+1@11:T+2@11: UP (p=74.61%) [2025-10-09T22:48:39.403675] [INFO ] [FORECASTER] Completed predict_future for HGER [2025-10-09T22:48:39.403822] [INFO ] [sig ] HGER: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:39.549366] [INFO ] [LOCAL ] Saved forecast: HGER 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HGER.txt [2025-10-09T22:48:39.549571] [WARN ] [sig ] [952/2211] Failed HGER after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:39.549671] [INFO ] [sig ] [953/2211] Forecasting HGLB... [2025-10-09T22:48:39.549725] [INFO ] [sig ] Generating forecast for: HGLB [2025-10-09T22:48:39.549758] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGLB' from 'https://tdm.silogroup.org/data/derivative_storage/HGLB.csv'. [2025-10-09T22:48:39.559516] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HGLB'. [2025-10-09T22:48:39.559839] [INFO ] [FORECASTER] Starting predict_future for HGLB [2025-10-09T22:48:39.586377] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:39.587312] [DEBUG] [LOCAL ] No optimal features file found for HGLB: ./output/feature-sets/HGLB.txt [2025-10-09T22:48:39.587374] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:39.587413] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:39.587442] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:39.587499] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:39.605494] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:39.606172] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:39.606259] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:39.606294] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:39.642380] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:39.642559] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:39.642603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:39.642633] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:39.646218] [DEBUG] [FORECASTER] HGLB: Forecast T+1@11:T+2@11: UP (p=88.71%) [2025-10-09T22:48:39.646496] [INFO ] [FORECASTER] Completed predict_future for HGLB [2025-10-09T22:48:39.646628] [INFO ] [sig ] HGLB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:39.799698] [INFO ] [LOCAL ] Saved forecast: HGLB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HGLB.txt [2025-10-09T22:48:39.799912] [WARN ] [sig ] [953/2211] Failed HGLB after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:39.799987] [INFO ] [sig ] [954/2211] Forecasting HGTY... [2025-10-09T22:48:39.800028] [INFO ] [sig ] Generating forecast for: HGTY [2025-10-09T22:48:39.800071] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGTY' from 'https://tdm.silogroup.org/data/derivative_storage/HGTY.csv'. [2025-10-09T22:48:39.809280] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HGTY'. [2025-10-09T22:48:39.809564] [INFO ] [FORECASTER] Starting predict_future for HGTY [2025-10-09T22:48:39.834890] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:39.835594] [DEBUG] [LOCAL ] No optimal features file found for HGTY: ./output/feature-sets/HGTY.txt [2025-10-09T22:48:39.835671] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:39.835724] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:39.835756] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:39.835813] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:39.853528] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:39.854100] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:39.854183] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:39.854217] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:39.891928] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:39.892017] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:39.892054] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:39.892082] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:39.895388] [DEBUG] [FORECASTER] HGTY: Forecast T+1@11:T+2@11: UP (p=55.52%) [2025-10-09T22:48:39.895681] [INFO ] [FORECASTER] Completed predict_future for HGTY [2025-10-09T22:48:39.895821] [INFO ] [sig ] HGTY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:40.047097] [INFO ] [LOCAL ] Saved forecast: HGTY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HGTY.txt [2025-10-09T22:48:40.047308] [WARN ] [sig ] [954/2211] Failed HGTY after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:40.047382] [INFO ] [sig ] [955/2211] Forecasting HGV... [2025-10-09T22:48:40.047422] [INFO ] [sig ] Generating forecast for: HGV [2025-10-09T22:48:40.047453] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HGV' from 'https://tdm.silogroup.org/data/derivative_storage/HGV.csv'. [2025-10-09T22:48:40.056887] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HGV'. [2025-10-09T22:48:40.057173] [INFO ] [FORECASTER] Starting predict_future for HGV [2025-10-09T22:48:40.083293] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:40.084061] [DEBUG] [LOCAL ] No optimal features file found for HGV: ./output/feature-sets/HGV.txt [2025-10-09T22:48:40.084117] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:40.084151] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:40.084230] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:40.084298] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:40.102386] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:40.103009] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:40.103092] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:40.103127] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:40.136433] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:40.136523] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:40.136559] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:40.136589] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:40.139936] [DEBUG] [FORECASTER] HGV: Forecast T+1@11:T+2@11: UP (p=94.90%) [2025-10-09T22:48:40.140312] [INFO ] [FORECASTER] Completed predict_future for HGV [2025-10-09T22:48:40.140453] [INFO ] [sig ] HGV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:40.291341] [INFO ] [LOCAL ] Saved forecast: HGV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HGV.txt [2025-10-09T22:48:40.291601] [WARN ] [sig ] [955/2211] Failed HGV after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:40.291715] [INFO ] [sig ] [956/2211] Forecasting HHH... [2025-10-09T22:48:40.291771] [INFO ] [sig ] Generating forecast for: HHH [2025-10-09T22:48:40.291806] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HHH' from 'https://tdm.silogroup.org/data/derivative_storage/HHH.csv'. [2025-10-09T22:48:40.303464] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HHH'. [2025-10-09T22:48:40.303774] [INFO ] [FORECASTER] Starting predict_future for HHH [2025-10-09T22:48:40.331530] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:40.332291] [DEBUG] [LOCAL ] No optimal features file found for HHH: ./output/feature-sets/HHH.txt [2025-10-09T22:48:40.332351] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:40.332386] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:40.332413] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:40.332468] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:40.351149] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:40.351840] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:40.351928] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:40.351964] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:40.387317] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:40.387418] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:40.387455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:40.387485] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:40.390879] [DEBUG] [FORECASTER] HHH: Forecast T+1@11:T+2@11: UP (p=92.40%) [2025-10-09T22:48:40.391155] [INFO ] [FORECASTER] Completed predict_future for HHH [2025-10-09T22:48:40.391299] [INFO ] [sig ] HHH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:40.544531] [INFO ] [LOCAL ] Saved forecast: HHH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HHH.txt [2025-10-09T22:48:40.544763] [WARN ] [sig ] [956/2211] Failed HHH after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:40.544854] [INFO ] [sig ] [957/2211] Forecasting HI... [2025-10-09T22:48:40.544909] [INFO ] [sig ] Generating forecast for: HI [2025-10-09T22:48:40.544944] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HI' from 'https://tdm.silogroup.org/data/derivative_storage/HI.csv'. [2025-10-09T22:48:40.555499] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HI'. [2025-10-09T22:48:40.555810] [INFO ] [FORECASTER] Starting predict_future for HI [2025-10-09T22:48:40.581388] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:40.582160] [DEBUG] [LOCAL ] No optimal features file found for HI: ./output/feature-sets/HI.txt [2025-10-09T22:48:40.582214] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:40.582247] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:40.582275] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:40.582332] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:40.600888] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:40.601443] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:40.601525] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:40.601578] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:40.647225] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:40.647429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:40.647494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:40.647540] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:40.652995] [DEBUG] [FORECASTER] HI: Forecast T+1@11:T+2@11: DOWN (p=2.27%) [2025-10-09T22:48:40.653380] [INFO ] [FORECASTER] Completed predict_future for HI [2025-10-09T22:48:40.653559] [INFO ] [sig ] HI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:40.801769] [INFO ] [LOCAL ] Saved forecast: HI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HI.txt [2025-10-09T22:48:40.801989] [WARN ] [sig ] [957/2211] Failed HI after 0.3s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:40.802064] [INFO ] [sig ] [958/2211] Forecasting HIG... [2025-10-09T22:48:40.802104] [INFO ] [sig ] Generating forecast for: HIG [2025-10-09T22:48:40.802135] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIG' from 'https://tdm.silogroup.org/data/derivative_storage/HIG.csv'. [2025-10-09T22:48:40.812154] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HIG'. [2025-10-09T22:48:40.812436] [INFO ] [FORECASTER] Starting predict_future for HIG [2025-10-09T22:48:40.837839] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:40.838565] [DEBUG] [LOCAL ] No optimal features file found for HIG: ./output/feature-sets/HIG.txt [2025-10-09T22:48:40.838618] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:40.838682] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:40.838727] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:40.838786] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:40.856538] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:40.857118] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:40.857198] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:40.857233] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:40.891317] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:40.891405] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:40.891440] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:40.891468] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:40.894636] [DEBUG] [FORECASTER] HIG: Forecast T+1@11:T+2@11: UP (p=82.01%) [2025-10-09T22:48:40.894961] [INFO ] [FORECASTER] Completed predict_future for HIG [2025-10-09T22:48:40.895089] [INFO ] [sig ] HIG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:41.039564] [INFO ] [LOCAL ] Saved forecast: HIG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HIG.txt [2025-10-09T22:48:41.039816] [WARN ] [sig ] [958/2211] Failed HIG after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.8m [2025-10-09T22:48:41.039897] [INFO ] [sig ] [959/2211] Forecasting HII... [2025-10-09T22:48:41.039936] [INFO ] [sig ] Generating forecast for: HII [2025-10-09T22:48:41.039968] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HII' from 'https://tdm.silogroup.org/data/derivative_storage/HII.csv'. [2025-10-09T22:48:41.049727] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HII'. [2025-10-09T22:48:41.050011] [INFO ] [FORECASTER] Starting predict_future for HII [2025-10-09T22:48:41.075316] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:41.076028] [DEBUG] [LOCAL ] No optimal features file found for HII: ./output/feature-sets/HII.txt [2025-10-09T22:48:41.076133] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:41.076185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:41.076215] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:41.076272] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:41.093568] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:41.094133] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:41.094214] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:41.094247] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:41.132723] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:41.133543] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:41.133623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:41.133703] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:41.138607] [DEBUG] [FORECASTER] HII: Forecast T+1@11:T+2@11: DOWN (p=28.55%) [2025-10-09T22:48:41.138951] [INFO ] [FORECASTER] Completed predict_future for HII [2025-10-09T22:48:41.139129] [INFO ] [sig ] HII: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:41.284943] [INFO ] [LOCAL ] Saved forecast: HII 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HII.txt [2025-10-09T22:48:41.285180] [WARN ] [sig ] [959/2211] Failed HII after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T22:48:41.285266] [INFO ] [sig ] [960/2211] Forecasting HIMS... [2025-10-09T22:48:41.285306] [INFO ] [sig ] Generating forecast for: HIMS [2025-10-09T22:48:41.285337] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIMS' from 'https://tdm.silogroup.org/data/derivative_storage/HIMS.csv'. [2025-10-09T22:48:41.298802] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HIMS'. [2025-10-09T22:48:41.299109] [INFO ] [FORECASTER] Starting predict_future for HIMS [2025-10-09T22:48:41.324886] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:41.325578] [DEBUG] [LOCAL ] No optimal features file found for HIMS: ./output/feature-sets/HIMS.txt [2025-10-09T22:48:41.325631] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:41.325701] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:41.325739] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:41.325797] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:41.343505] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:41.344156] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:41.344240] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:41.344273] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:41.379695] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:41.379782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:41.379817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:41.379845] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:41.382914] [DEBUG] [FORECASTER] HIMS: Forecast T+1@11:T+2@11: DOWN (p=29.68%) [2025-10-09T22:48:41.383180] [INFO ] [FORECASTER] Completed predict_future for HIMS [2025-10-09T22:48:41.383305] [INFO ] [sig ] HIMS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:41.527137] [INFO ] [LOCAL ] Saved forecast: HIMS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HIMS.txt [2025-10-09T22:48:41.527348] [WARN ] [sig ] [960/2211] Failed HIMS after 0.2s | 4.40 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T22:48:41.527424] [INFO ] [sig ] [961/2211] Forecasting HIO... [2025-10-09T22:48:41.527463] [INFO ] [sig ] Generating forecast for: HIO [2025-10-09T22:48:41.527494] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIO' from 'https://tdm.silogroup.org/data/derivative_storage/HIO.csv'. [2025-10-09T22:48:41.537490] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HIO'. [2025-10-09T22:48:41.537831] [INFO ] [FORECASTER] Starting predict_future for HIO [2025-10-09T22:48:41.563180] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:41.563926] [DEBUG] [LOCAL ] No optimal features file found for HIO: ./output/feature-sets/HIO.txt [2025-10-09T22:48:41.563980] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:41.564014] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:41.564042] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:41.564098] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:41.581392] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:41.581985] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:41.582067] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:41.582100] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:41.614754] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:41.614952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:41.614998] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:41.615029] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:41.619014] [DEBUG] [FORECASTER] HIO: Forecast T+1@11:T+2@11: UP (p=73.77%) [2025-10-09T22:48:41.619414] [INFO ] [FORECASTER] Completed predict_future for HIO [2025-10-09T22:48:41.619569] [INFO ] [sig ] HIO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:41.794022] [INFO ] [LOCAL ] Saved forecast: HIO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HIO.txt [2025-10-09T22:48:41.794233] [WARN ] [sig ] [961/2211] Failed HIO after 0.3s | 4.39 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T22:48:41.794307] [INFO ] [sig ] [962/2211] Forecasting HIPO... [2025-10-09T22:48:41.794356] [INFO ] [sig ] Generating forecast for: HIPO [2025-10-09T22:48:41.794420] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIPO' from 'https://tdm.silogroup.org/data/derivative_storage/HIPO.csv'. [2025-10-09T22:48:41.804026] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HIPO'. [2025-10-09T22:48:41.804337] [INFO ] [FORECASTER] Starting predict_future for HIPO [2025-10-09T22:48:41.832186] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:41.833114] [DEBUG] [LOCAL ] No optimal features file found for HIPO: ./output/feature-sets/HIPO.txt [2025-10-09T22:48:41.833171] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:41.833205] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:41.833232] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:41.833288] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:41.851677] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:41.852281] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:41.852367] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:41.852402] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:41.888561] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:41.888775] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:41.888829] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:41.888860] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:41.893077] [DEBUG] [FORECASTER] HIPO: Forecast T+1@11:T+2@11: DOWN (p=1.10%) [2025-10-09T22:48:41.893479] [INFO ] [FORECASTER] Completed predict_future for HIPO [2025-10-09T22:48:41.893731] [INFO ] [sig ] HIPO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:42.038802] [INFO ] [LOCAL ] Saved forecast: HIPO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HIPO.txt [2025-10-09T22:48:42.039025] [WARN ] [sig ] [962/2211] Failed HIPO after 0.2s | 4.39 sym/s | Total: 3.6m | ETA: 4.7m [2025-10-09T22:48:42.039101] [INFO ] [sig ] [963/2211] Forecasting HIW... [2025-10-09T22:48:42.039141] [INFO ] [sig ] Generating forecast for: HIW [2025-10-09T22:48:42.039173] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIW' from 'https://tdm.silogroup.org/data/derivative_storage/HIW.csv'. [2025-10-09T22:48:42.049686] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HIW'. [2025-10-09T22:48:42.049978] [INFO ] [FORECASTER] Starting predict_future for HIW [2025-10-09T22:48:42.075453] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:42.076186] [DEBUG] [LOCAL ] No optimal features file found for HIW: ./output/feature-sets/HIW.txt [2025-10-09T22:48:42.076241] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:42.076275] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:42.076303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:42.076363] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:42.093727] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:42.094268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:42.094347] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:42.094380] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:42.131292] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:42.131482] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:42.131535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:42.131571] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:42.135541] [DEBUG] [FORECASTER] HIW: Forecast T+1@11:T+2@11: DOWN (p=28.40%) [2025-10-09T22:48:42.135938] [INFO ] [FORECASTER] Completed predict_future for HIW [2025-10-09T22:48:42.136090] [INFO ] [sig ] HIW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:42.285717] [INFO ] [LOCAL ] Saved forecast: HIW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HIW.txt [2025-10-09T22:48:42.285944] [WARN ] [sig ] [963/2211] Failed HIW after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:42.286022] [INFO ] [sig ] [964/2211] Forecasting HIX... [2025-10-09T22:48:42.286063] [INFO ] [sig ] Generating forecast for: HIX [2025-10-09T22:48:42.286095] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HIX' from 'https://tdm.silogroup.org/data/derivative_storage/HIX.csv'. [2025-10-09T22:48:42.297143] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HIX'. [2025-10-09T22:48:42.297503] [INFO ] [FORECASTER] Starting predict_future for HIX [2025-10-09T22:48:42.324945] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:42.325682] [DEBUG] [LOCAL ] No optimal features file found for HIX: ./output/feature-sets/HIX.txt [2025-10-09T22:48:42.325743] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:42.325778] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:42.325806] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:42.325862] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:42.344266] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:42.344930] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:42.345022] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:42.345080] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:42.380669] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:42.380788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:42.380830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:42.380859] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:42.384295] [DEBUG] [FORECASTER] HIX: Forecast T+1@11:T+2@11: UP (p=56.21%) [2025-10-09T22:48:42.384713] [INFO ] [FORECASTER] Completed predict_future for HIX [2025-10-09T22:48:42.384912] [INFO ] [sig ] HIX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:42.540848] [INFO ] [LOCAL ] Saved forecast: HIX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HIX.txt [2025-10-09T22:48:42.541128] [WARN ] [sig ] [964/2211] Failed HIX after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:42.541208] [INFO ] [sig ] [965/2211] Forecasting HKD... [2025-10-09T22:48:42.541248] [INFO ] [sig ] Generating forecast for: HKD [2025-10-09T22:48:42.541280] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HKD' from 'https://tdm.silogroup.org/data/derivative_storage/HKD.csv'. [2025-10-09T22:48:42.550939] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HKD'. [2025-10-09T22:48:42.551253] [INFO ] [FORECASTER] Starting predict_future for HKD [2025-10-09T22:48:42.576710] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:42.577453] [DEBUG] [LOCAL ] No optimal features file found for HKD: ./output/feature-sets/HKD.txt [2025-10-09T22:48:42.577507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:42.577541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:42.577568] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:42.577712] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:42.594973] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:42.595682] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:42.595776] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:42.595811] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:42.626191] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:42.626359] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:42.626399] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:42.626429] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:42.632115] [DEBUG] [FORECASTER] HKD: Forecast T+1@11:T+2@11: DOWN (p=13.89%) [2025-10-09T22:48:42.632402] [INFO ] [FORECASTER] Completed predict_future for HKD [2025-10-09T22:48:42.632534] [INFO ] [sig ] HKD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:42.780384] [INFO ] [LOCAL ] Saved forecast: HKD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HKD.txt [2025-10-09T22:48:42.780614] [WARN ] [sig ] [965/2211] Failed HKD after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:42.780713] [INFO ] [sig ] [966/2211] Forecasting HL... [2025-10-09T22:48:42.780752] [INFO ] [sig ] Generating forecast for: HL [2025-10-09T22:48:42.780783] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HL' from 'https://tdm.silogroup.org/data/derivative_storage/HL.csv'. [2025-10-09T22:48:42.791793] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HL'. [2025-10-09T22:48:42.792181] [INFO ] [FORECASTER] Starting predict_future for HL [2025-10-09T22:48:42.817573] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:42.818346] [DEBUG] [LOCAL ] No optimal features file found for HL: ./output/feature-sets/HL.txt [2025-10-09T22:48:42.818405] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:42.818458] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:42.818489] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:42.818545] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:42.835923] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:42.836468] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:42.836551] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:42.836584] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:42.872335] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:42.872435] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:42.872477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:42.872505] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:42.875732] [DEBUG] [FORECASTER] HL: Forecast T+1@11:T+2@11: UP (p=98.67%) [2025-10-09T22:48:42.876005] [INFO ] [FORECASTER] Completed predict_future for HL [2025-10-09T22:48:42.876135] [INFO ] [sig ] HL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:43.022039] [INFO ] [LOCAL ] Saved forecast: HL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HL.txt [2025-10-09T22:48:43.022261] [WARN ] [sig ] [966/2211] Failed HL after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:43.022337] [INFO ] [sig ] [967/2211] Forecasting HLF... [2025-10-09T22:48:43.022375] [INFO ] [sig ] Generating forecast for: HLF [2025-10-09T22:48:43.022408] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLF' from 'https://tdm.silogroup.org/data/derivative_storage/HLF.csv'. [2025-10-09T22:48:43.032385] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HLF'. [2025-10-09T22:48:43.032723] [INFO ] [FORECASTER] Starting predict_future for HLF [2025-10-09T22:48:43.059287] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:43.060107] [DEBUG] [LOCAL ] No optimal features file found for HLF: ./output/feature-sets/HLF.txt [2025-10-09T22:48:43.060164] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:43.060199] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:43.060228] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:43.060286] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:43.078730] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:43.079346] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:43.079441] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:43.079483] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:43.116417] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:43.116506] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:43.116541] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:43.116569] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:43.119761] [DEBUG] [FORECASTER] HLF: Forecast T+1@11:T+2@11: UP (p=69.93%) [2025-10-09T22:48:43.120024] [INFO ] [FORECASTER] Completed predict_future for HLF [2025-10-09T22:48:43.120159] [INFO ] [sig ] HLF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:43.268190] [INFO ] [LOCAL ] Saved forecast: HLF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HLF.txt [2025-10-09T22:48:43.268421] [WARN ] [sig ] [967/2211] Failed HLF after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:43.268499] [INFO ] [sig ] [968/2211] Forecasting HLI... [2025-10-09T22:48:43.268539] [INFO ] [sig ] Generating forecast for: HLI [2025-10-09T22:48:43.268573] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLI' from 'https://tdm.silogroup.org/data/derivative_storage/HLI.csv'. [2025-10-09T22:48:43.279061] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HLI'. [2025-10-09T22:48:43.279347] [INFO ] [FORECASTER] Starting predict_future for HLI [2025-10-09T22:48:43.306235] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:43.307053] [DEBUG] [LOCAL ] No optimal features file found for HLI: ./output/feature-sets/HLI.txt [2025-10-09T22:48:43.307109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:43.307144] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:43.307172] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:43.307229] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:43.324895] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:43.325504] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:43.325592] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:43.325624] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:43.361490] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:43.361589] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:43.361625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:43.361687] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:43.364876] [DEBUG] [FORECASTER] HLI: Forecast T+1@11:T+2@11: DOWN (p=16.31%) [2025-10-09T22:48:43.365143] [INFO ] [FORECASTER] Completed predict_future for HLI [2025-10-09T22:48:43.365278] [INFO ] [sig ] HLI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:43.508285] [INFO ] [LOCAL ] Saved forecast: HLI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HLI.txt [2025-10-09T22:48:43.508505] [WARN ] [sig ] [968/2211] Failed HLI after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:43.508585] [INFO ] [sig ] [969/2211] Forecasting HLIO... [2025-10-09T22:48:43.508624] [INFO ] [sig ] Generating forecast for: HLIO [2025-10-09T22:48:43.508688] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLIO' from 'https://tdm.silogroup.org/data/derivative_storage/HLIO.csv'. [2025-10-09T22:48:43.519275] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HLIO'. [2025-10-09T22:48:43.519557] [INFO ] [FORECASTER] Starting predict_future for HLIO [2025-10-09T22:48:43.544951] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:43.545771] [DEBUG] [LOCAL ] No optimal features file found for HLIO: ./output/feature-sets/HLIO.txt [2025-10-09T22:48:43.545827] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:43.545860] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:43.545887] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:43.545942] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:43.563228] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:43.563812] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:43.563897] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:43.563930] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:43.599291] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:43.599389] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:43.599426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:43.599457] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:43.602712] [DEBUG] [FORECASTER] HLIO: Forecast T+1@11:T+2@11: UP (p=84.80%) [2025-10-09T22:48:43.602985] [INFO ] [FORECASTER] Completed predict_future for HLIO [2025-10-09T22:48:43.603119] [INFO ] [sig ] HLIO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:43.748812] [INFO ] [LOCAL ] Saved forecast: HLIO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HLIO.txt [2025-10-09T22:48:43.749051] [WARN ] [sig ] [969/2211] Failed HLIO after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:43.749127] [INFO ] [sig ] [970/2211] Forecasting HLLY... [2025-10-09T22:48:43.749167] [INFO ] [sig ] Generating forecast for: HLLY [2025-10-09T22:48:43.749197] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLLY' from 'https://tdm.silogroup.org/data/derivative_storage/HLLY.csv'. [2025-10-09T22:48:43.760146] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HLLY'. [2025-10-09T22:48:43.760463] [INFO ] [FORECASTER] Starting predict_future for HLLY [2025-10-09T22:48:43.787748] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:43.788529] [DEBUG] [LOCAL ] No optimal features file found for HLLY: ./output/feature-sets/HLLY.txt [2025-10-09T22:48:43.788586] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:43.788622] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:43.788681] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:43.788760] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:43.807494] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:43.808143] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:43.808233] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:43.808267] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:43.843752] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:43.843841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:43.843875] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:43.843904] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:43.846965] [DEBUG] [FORECASTER] HLLY: Forecast T+1@11:T+2@11: DOWN (p=3.03%) [2025-10-09T22:48:43.847223] [INFO ] [FORECASTER] Completed predict_future for HLLY [2025-10-09T22:48:43.847357] [INFO ] [sig ] HLLY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:43.993869] [INFO ] [LOCAL ] Saved forecast: HLLY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HLLY.txt [2025-10-09T22:48:43.994096] [WARN ] [sig ] [970/2211] Failed HLLY after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:43.994173] [INFO ] [sig ] [971/2211] Forecasting HLN... [2025-10-09T22:48:43.994212] [INFO ] [sig ] Generating forecast for: HLN [2025-10-09T22:48:43.994242] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLN' from 'https://tdm.silogroup.org/data/derivative_storage/HLN.csv'. [2025-10-09T22:48:44.004512] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HLN'. [2025-10-09T22:48:44.004850] [INFO ] [FORECASTER] Starting predict_future for HLN [2025-10-09T22:48:44.032286] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:44.033238] [DEBUG] [LOCAL ] No optimal features file found for HLN: ./output/feature-sets/HLN.txt [2025-10-09T22:48:44.033295] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:44.033330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:44.033357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:44.033414] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:44.053039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:44.053786] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:44.053874] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:44.053909] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:44.090011] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:44.090100] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:44.090135] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:44.090163] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:44.093356] [DEBUG] [FORECASTER] HLN: Forecast T+1@11:T+2@11: DOWN (p=1.55%) [2025-10-09T22:48:44.093639] [INFO ] [FORECASTER] Completed predict_future for HLN [2025-10-09T22:48:44.093813] [INFO ] [sig ] HLN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:44.246801] [INFO ] [LOCAL ] Saved forecast: HLN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HLN.txt [2025-10-09T22:48:44.247076] [WARN ] [sig ] [971/2211] Failed HLN after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:44.247160] [INFO ] [sig ] [972/2211] Forecasting HLT... [2025-10-09T22:48:44.247201] [INFO ] [sig ] Generating forecast for: HLT [2025-10-09T22:48:44.247232] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLT' from 'https://tdm.silogroup.org/data/derivative_storage/HLT.csv'. [2025-10-09T22:48:44.257233] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HLT'. [2025-10-09T22:48:44.257513] [INFO ] [FORECASTER] Starting predict_future for HLT [2025-10-09T22:48:44.282928] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:44.283620] [DEBUG] [LOCAL ] No optimal features file found for HLT: ./output/feature-sets/HLT.txt [2025-10-09T22:48:44.283700] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:44.283744] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:44.283773] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:44.283828] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:44.301400] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:44.302021] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:44.302104] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:44.302137] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:44.339739] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:44.339828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:44.339865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:44.339893] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:44.343027] [DEBUG] [FORECASTER] HLT: Forecast T+1@11:T+2@11: UP (p=93.42%) [2025-10-09T22:48:44.343295] [INFO ] [FORECASTER] Completed predict_future for HLT [2025-10-09T22:48:44.343426] [INFO ] [sig ] HLT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:44.486306] [INFO ] [LOCAL ] Saved forecast: HLT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HLT.txt [2025-10-09T22:48:44.486510] [WARN ] [sig ] [972/2211] Failed HLT after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:44.486585] [INFO ] [sig ] [973/2211] Forecasting HLX... [2025-10-09T22:48:44.486624] [INFO ] [sig ] Generating forecast for: HLX [2025-10-09T22:48:44.486689] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HLX' from 'https://tdm.silogroup.org/data/derivative_storage/HLX.csv'. [2025-10-09T22:48:44.496061] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HLX'. [2025-10-09T22:48:44.496318] [INFO ] [FORECASTER] Starting predict_future for HLX [2025-10-09T22:48:44.521946] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:44.522636] [DEBUG] [LOCAL ] No optimal features file found for HLX: ./output/feature-sets/HLX.txt [2025-10-09T22:48:44.522717] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:44.522769] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:44.522799] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:44.522856] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:44.540445] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:44.541021] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:44.541101] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:44.541136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:44.578368] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:44.578467] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:44.578510] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:44.578543] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:44.581748] [DEBUG] [FORECASTER] HLX: Forecast T+1@11:T+2@11: DOWN (p=21.66%) [2025-10-09T22:48:44.582017] [INFO ] [FORECASTER] Completed predict_future for HLX [2025-10-09T22:48:44.582147] [INFO ] [sig ] HLX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:44.725829] [INFO ] [LOCAL ] Saved forecast: HLX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HLX.txt [2025-10-09T22:48:44.726054] [WARN ] [sig ] [973/2211] Failed HLX after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:44.726130] [INFO ] [sig ] [974/2211] Forecasting HMC... [2025-10-09T22:48:44.726168] [INFO ] [sig ] Generating forecast for: HMC [2025-10-09T22:48:44.726199] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HMC' from 'https://tdm.silogroup.org/data/derivative_storage/HMC.csv'. [2025-10-09T22:48:44.735316] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HMC'. [2025-10-09T22:48:44.735596] [INFO ] [FORECASTER] Starting predict_future for HMC [2025-10-09T22:48:44.761618] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:44.762376] [DEBUG] [LOCAL ] No optimal features file found for HMC: ./output/feature-sets/HMC.txt [2025-10-09T22:48:44.762433] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:44.762467] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:44.762498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:44.762558] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:44.780638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:44.781295] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:44.781380] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:44.781416] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:44.824851] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:44.825036] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:44.825078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:44.825108] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:44.828785] [DEBUG] [FORECASTER] HMC: Forecast T+1@11:T+2@11: DOWN (p=1.25%) [2025-10-09T22:48:44.829087] [INFO ] [FORECASTER] Completed predict_future for HMC [2025-10-09T22:48:44.829228] [INFO ] [sig ] HMC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:44.973702] [INFO ] [LOCAL ] Saved forecast: HMC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HMC.txt [2025-10-09T22:48:44.973945] [WARN ] [sig ] [974/2211] Failed HMC after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:44.974026] [INFO ] [sig ] [975/2211] Forecasting HMN... [2025-10-09T22:48:44.974066] [INFO ] [sig ] Generating forecast for: HMN [2025-10-09T22:48:44.974097] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HMN' from 'https://tdm.silogroup.org/data/derivative_storage/HMN.csv'. [2025-10-09T22:48:44.984127] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HMN'. [2025-10-09T22:48:44.984383] [INFO ] [FORECASTER] Starting predict_future for HMN [2025-10-09T22:48:45.009516] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:45.010220] [DEBUG] [LOCAL ] No optimal features file found for HMN: ./output/feature-sets/HMN.txt [2025-10-09T22:48:45.010275] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:45.010308] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:45.010335] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:45.010390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:45.027737] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:45.028277] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:45.028357] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:45.028390] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:45.071807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:45.071911] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:45.071948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:45.071976] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:45.075118] [DEBUG] [FORECASTER] HMN: Forecast T+1@11:T+2@11: DOWN (p=36.43%) [2025-10-09T22:48:45.075383] [INFO ] [FORECASTER] Completed predict_future for HMN [2025-10-09T22:48:45.075512] [INFO ] [sig ] HMN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:45.220559] [INFO ] [LOCAL ] Saved forecast: HMN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HMN.txt [2025-10-09T22:48:45.220825] [WARN ] [sig ] [975/2211] Failed HMN after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:45.220911] [INFO ] [sig ] [976/2211] Forecasting HMY... [2025-10-09T22:48:45.220949] [INFO ] [sig ] Generating forecast for: HMY [2025-10-09T22:48:45.220980] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HMY' from 'https://tdm.silogroup.org/data/derivative_storage/HMY.csv'. [2025-10-09T22:48:45.230814] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HMY'. [2025-10-09T22:48:45.231082] [INFO ] [FORECASTER] Starting predict_future for HMY [2025-10-09T22:48:45.256558] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:45.257271] [DEBUG] [LOCAL ] No optimal features file found for HMY: ./output/feature-sets/HMY.txt [2025-10-09T22:48:45.257325] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:45.257358] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:45.257385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:45.257441] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:45.275354] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:45.275966] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:45.276049] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:45.276085] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:45.321804] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:45.321887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:45.321922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:45.321949] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:45.325073] [DEBUG] [FORECASTER] HMY: Forecast T+1@11:T+2@11: DOWN (p=4.65%) [2025-10-09T22:48:45.325331] [INFO ] [FORECASTER] Completed predict_future for HMY [2025-10-09T22:48:45.325466] [INFO ] [sig ] HMY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:45.469906] [INFO ] [LOCAL ] Saved forecast: HMY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HMY.txt [2025-10-09T22:48:45.470138] [WARN ] [sig ] [976/2211] Failed HMY after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:45.470215] [INFO ] [sig ] [977/2211] Forecasting HNI... [2025-10-09T22:48:45.470253] [INFO ] [sig ] Generating forecast for: HNI [2025-10-09T22:48:45.470284] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HNI' from 'https://tdm.silogroup.org/data/derivative_storage/HNI.csv'. [2025-10-09T22:48:45.479987] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HNI'. [2025-10-09T22:48:45.480281] [INFO ] [FORECASTER] Starting predict_future for HNI [2025-10-09T22:48:45.505767] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:45.506521] [DEBUG] [LOCAL ] No optimal features file found for HNI: ./output/feature-sets/HNI.txt [2025-10-09T22:48:45.506576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:45.506609] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:45.506635] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:45.506733] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:45.524337] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:45.524912] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:45.524992] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:45.525025] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:45.579225] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:45.579363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:45.579400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:45.579428] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:45.582883] [DEBUG] [FORECASTER] HNI: Forecast T+1@11:T+2@11: DOWN (p=41.30%) [2025-10-09T22:48:45.583160] [INFO ] [FORECASTER] Completed predict_future for HNI [2025-10-09T22:48:45.583300] [INFO ] [sig ] HNI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:45.729377] [INFO ] [LOCAL ] Saved forecast: HNI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HNI.txt [2025-10-09T22:48:45.729661] [WARN ] [sig ] [977/2211] Failed HNI after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:45.729745] [INFO ] [sig ] [978/2211] Forecasting HOG... [2025-10-09T22:48:45.729783] [INFO ] [sig ] Generating forecast for: HOG [2025-10-09T22:48:45.729814] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOG' from 'https://tdm.silogroup.org/data/derivative_storage/HOG.csv'. [2025-10-09T22:48:45.739749] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HOG'. [2025-10-09T22:48:45.740007] [INFO ] [FORECASTER] Starting predict_future for HOG [2025-10-09T22:48:45.766117] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:45.766985] [DEBUG] [LOCAL ] No optimal features file found for HOG: ./output/feature-sets/HOG.txt [2025-10-09T22:48:45.767045] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:45.767081] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:45.767111] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:45.767170] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:45.786035] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:45.786606] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:45.786724] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:45.786770] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:45.830195] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:45.830354] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:45.830395] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:45.830425] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:45.833966] [DEBUG] [FORECASTER] HOG: Forecast T+1@11:T+2@11: UP (p=90.80%) [2025-10-09T22:48:45.834243] [INFO ] [FORECASTER] Completed predict_future for HOG [2025-10-09T22:48:45.834383] [INFO ] [sig ] HOG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:45.982984] [INFO ] [LOCAL ] Saved forecast: HOG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HOG.txt [2025-10-09T22:48:45.983272] [WARN ] [sig ] [978/2211] Failed HOG after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:45.983356] [INFO ] [sig ] [979/2211] Forecasting HOMB... [2025-10-09T22:48:45.983394] [INFO ] [sig ] Generating forecast for: HOMB [2025-10-09T22:48:45.983425] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOMB' from 'https://tdm.silogroup.org/data/derivative_storage/HOMB.csv'. [2025-10-09T22:48:45.994055] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HOMB'. [2025-10-09T22:48:45.994352] [INFO ] [FORECASTER] Starting predict_future for HOMB [2025-10-09T22:48:46.019812] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:46.020554] [DEBUG] [LOCAL ] No optimal features file found for HOMB: ./output/feature-sets/HOMB.txt [2025-10-09T22:48:46.020673] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:46.020727] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:46.020757] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:46.020813] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:46.038018] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:46.038570] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:46.038673] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:46.038727] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:46.083942] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:46.084041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:46.084079] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:46.084107] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:46.087349] [DEBUG] [FORECASTER] HOMB: Forecast T+1@11:T+2@11: UP (p=93.10%) [2025-10-09T22:48:46.087667] [INFO ] [FORECASTER] Completed predict_future for HOMB [2025-10-09T22:48:46.087824] [INFO ] [sig ] HOMB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:46.229848] [INFO ] [LOCAL ] Saved forecast: HOMB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HOMB.txt [2025-10-09T22:48:46.230102] [WARN ] [sig ] [979/2211] Failed HOMB after 0.2s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:46.230178] [INFO ] [sig ] [980/2211] Forecasting HOUS... [2025-10-09T22:48:46.230217] [INFO ] [sig ] Generating forecast for: HOUS [2025-10-09T22:48:46.230248] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOUS' from 'https://tdm.silogroup.org/data/derivative_storage/HOUS.csv'. [2025-10-09T22:48:46.241216] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HOUS'. [2025-10-09T22:48:46.241534] [INFO ] [FORECASTER] Starting predict_future for HOUS [2025-10-09T22:48:46.266951] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:46.267706] [DEBUG] [LOCAL ] No optimal features file found for HOUS: ./output/feature-sets/HOUS.txt [2025-10-09T22:48:46.267766] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:46.267835] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:46.267865] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:46.267921] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:46.285143] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:46.285733] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:46.285819] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:46.285852] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:46.333382] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:46.333493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:46.333531] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:46.333564] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:46.336873] [DEBUG] [FORECASTER] HOUS: Forecast T+1@11:T+2@11: UP (p=81.52%) [2025-10-09T22:48:46.337142] [INFO ] [FORECASTER] Completed predict_future for HOUS [2025-10-09T22:48:46.337285] [INFO ] [sig ] HOUS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:46.483321] [INFO ] [LOCAL ] Saved forecast: HOUS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HOUS.txt [2025-10-09T22:48:46.483697] [WARN ] [sig ] [980/2211] Failed HOUS after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:46.483806] [INFO ] [sig ] [981/2211] Forecasting HOV... [2025-10-09T22:48:46.483850] [INFO ] [sig ] Generating forecast for: HOV [2025-10-09T22:48:46.483884] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HOV' from 'https://tdm.silogroup.org/data/derivative_storage/HOV.csv'. [2025-10-09T22:48:46.495485] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HOV'. [2025-10-09T22:48:46.495836] [INFO ] [FORECASTER] Starting predict_future for HOV [2025-10-09T22:48:46.526745] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:46.527502] [DEBUG] [LOCAL ] No optimal features file found for HOV: ./output/feature-sets/HOV.txt [2025-10-09T22:48:46.527560] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:46.528042] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:46.528090] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:46.528168] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:46.549019] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:46.549903] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:46.550001] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:46.550037] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:46.600859] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:46.601018] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:46.601061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:46.601090] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:46.604805] [DEBUG] [FORECASTER] HOV: Forecast T+1@11:T+2@11: UP (p=85.41%) [2025-10-09T22:48:46.605137] [INFO ] [FORECASTER] Completed predict_future for HOV [2025-10-09T22:48:46.605304] [INFO ] [sig ] HOV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:46.755705] [INFO ] [LOCAL ] Saved forecast: HOV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HOV.txt [2025-10-09T22:48:46.755953] [WARN ] [sig ] [981/2211] Failed HOV after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:46.756031] [INFO ] [sig ] [982/2211] Forecasting HP... [2025-10-09T22:48:46.756071] [INFO ] [sig ] Generating forecast for: HP [2025-10-09T22:48:46.756103] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HP' from 'https://tdm.silogroup.org/data/derivative_storage/HP.csv'. [2025-10-09T22:48:46.767546] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HP'. [2025-10-09T22:48:46.767933] [INFO ] [FORECASTER] Starting predict_future for HP [2025-10-09T22:48:46.793695] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:46.794381] [DEBUG] [LOCAL ] No optimal features file found for HP: ./output/feature-sets/HP.txt [2025-10-09T22:48:46.794436] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:46.794471] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:46.794537] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:46.794633] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:46.813316] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:46.813928] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:46.814015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:46.814051] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:46.858887] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:46.858986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:46.859023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:46.859085] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:46.864855] [DEBUG] [FORECASTER] HP: Forecast T+1@11:T+2@11: DOWN (p=43.97%) [2025-10-09T22:48:46.865122] [INFO ] [FORECASTER] Completed predict_future for HP [2025-10-09T22:48:46.865263] [INFO ] [sig ] HP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:47.010661] [INFO ] [LOCAL ] Saved forecast: HP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HP.txt [2025-10-09T22:48:47.010923] [WARN ] [sig ] [982/2211] Failed HP after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:47.011002] [INFO ] [sig ] [983/2211] Forecasting HPE... [2025-10-09T22:48:47.011042] [INFO ] [sig ] Generating forecast for: HPE [2025-10-09T22:48:47.011073] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPE' from 'https://tdm.silogroup.org/data/derivative_storage/HPE.csv'. [2025-10-09T22:48:47.025987] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HPE'. [2025-10-09T22:48:47.026609] [INFO ] [FORECASTER] Starting predict_future for HPE [2025-10-09T22:48:47.054567] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:47.055419] [DEBUG] [LOCAL ] No optimal features file found for HPE: ./output/feature-sets/HPE.txt [2025-10-09T22:48:47.055480] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:47.055518] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:47.055548] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:47.055606] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:47.075136] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:47.076224] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:47.076338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:47.076380] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:47.130426] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:47.130700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:47.130769] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:47.130804] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:47.135094] [DEBUG] [FORECASTER] HPE: Forecast T+1@11:T+2@11: UP (p=82.38%) [2025-10-09T22:48:47.135435] [INFO ] [FORECASTER] Completed predict_future for HPE [2025-10-09T22:48:47.135597] [INFO ] [sig ] HPE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:47.292942] [INFO ] [LOCAL ] Saved forecast: HPE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HPE.txt [2025-10-09T22:48:47.293264] [WARN ] [sig ] [983/2211] Failed HPE after 0.3s | 4.39 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:47.293351] [INFO ] [sig ] [984/2211] Forecasting HPF... [2025-10-09T22:48:47.293392] [INFO ] [sig ] Generating forecast for: HPF [2025-10-09T22:48:47.293426] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPF' from 'https://tdm.silogroup.org/data/derivative_storage/HPF.csv'. [2025-10-09T22:48:47.304595] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HPF'. [2025-10-09T22:48:47.304968] [INFO ] [FORECASTER] Starting predict_future for HPF [2025-10-09T22:48:47.331722] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:47.332470] [DEBUG] [LOCAL ] No optimal features file found for HPF: ./output/feature-sets/HPF.txt [2025-10-09T22:48:47.332531] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:47.332568] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:47.332596] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:47.332682] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:47.351590] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:47.352266] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:47.352363] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:47.352399] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:47.404018] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:47.404216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:47.404263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:47.404293] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:47.408555] [DEBUG] [FORECASTER] HPF: Forecast T+1@11:T+2@11: UP (p=84.24%) [2025-10-09T22:48:47.408904] [INFO ] [FORECASTER] Completed predict_future for HPF [2025-10-09T22:48:47.409063] [INFO ] [sig ] HPF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:47.558432] [INFO ] [LOCAL ] Saved forecast: HPF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HPF.txt [2025-10-09T22:48:47.558820] [WARN ] [sig ] [984/2211] Failed HPF after 0.3s | 4.38 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:47.558909] [INFO ] [sig ] [985/2211] Forecasting HPI... [2025-10-09T22:48:47.558948] [INFO ] [sig ] Generating forecast for: HPI [2025-10-09T22:48:47.558981] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPI' from 'https://tdm.silogroup.org/data/derivative_storage/HPI.csv'. [2025-10-09T22:48:47.570040] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HPI'. [2025-10-09T22:48:47.570312] [INFO ] [FORECASTER] Starting predict_future for HPI [2025-10-09T22:48:47.596357] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:47.597124] [DEBUG] [LOCAL ] No optimal features file found for HPI: ./output/feature-sets/HPI.txt [2025-10-09T22:48:47.597179] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:47.597211] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:47.597239] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:47.597294] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:47.614626] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:47.615206] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:47.615291] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:47.615323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:47.656121] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:47.656324] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:47.656393] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:47.656423] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:47.660322] [DEBUG] [FORECASTER] HPI: Forecast T+1@11:T+2@11: UP (p=93.02%) [2025-10-09T22:48:47.660688] [INFO ] [FORECASTER] Completed predict_future for HPI [2025-10-09T22:48:47.660873] [INFO ] [sig ] HPI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:47.804340] [INFO ] [LOCAL ] Saved forecast: HPI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HPI.txt [2025-10-09T22:48:47.804557] [WARN ] [sig ] [985/2211] Failed HPI after 0.2s | 4.38 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:47.804635] [INFO ] [sig ] [986/2211] Forecasting HPP... [2025-10-09T22:48:47.804715] [INFO ] [sig ] Generating forecast for: HPP [2025-10-09T22:48:47.804750] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPP' from 'https://tdm.silogroup.org/data/derivative_storage/HPP.csv'. [2025-10-09T22:48:47.814730] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HPP'. [2025-10-09T22:48:47.815020] [INFO ] [FORECASTER] Starting predict_future for HPP [2025-10-09T22:48:47.840482] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:47.841196] [DEBUG] [LOCAL ] No optimal features file found for HPP: ./output/feature-sets/HPP.txt [2025-10-09T22:48:47.841250] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:47.841283] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:47.841311] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:47.841368] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:47.859239] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:47.859814] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:47.859895] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:47.859928] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:47.902074] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:47.902171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:47.902206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:47.902233] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:47.905436] [DEBUG] [FORECASTER] HPP: Forecast T+1@11:T+2@11: UP (p=72.91%) [2025-10-09T22:48:47.905776] [INFO ] [FORECASTER] Completed predict_future for HPP [2025-10-09T22:48:47.905921] [INFO ] [sig ] HPP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:48.048284] [INFO ] [LOCAL ] Saved forecast: HPP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HPP.txt [2025-10-09T22:48:48.048531] [WARN ] [sig ] [986/2211] Failed HPP after 0.2s | 4.38 sym/s | Total: 3.7m | ETA: 4.7m [2025-10-09T22:48:48.048613] [INFO ] [sig ] [987/2211] Forecasting HPQ... [2025-10-09T22:48:48.048685] [INFO ] [sig ] Generating forecast for: HPQ [2025-10-09T22:48:48.048733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPQ' from 'https://tdm.silogroup.org/data/derivative_storage/HPQ.csv'. [2025-10-09T22:48:48.060233] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HPQ'. [2025-10-09T22:48:48.060546] [INFO ] [FORECASTER] Starting predict_future for HPQ [2025-10-09T22:48:48.085791] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:48.086502] [DEBUG] [LOCAL ] No optimal features file found for HPQ: ./output/feature-sets/HPQ.txt [2025-10-09T22:48:48.086557] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:48.086590] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:48.086618] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:48.086721] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:48.103989] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:48.104684] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:48.104777] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:48.104811] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:48.149633] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:48.149764] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:48.149803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:48.149832] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:48.153026] [DEBUG] [FORECASTER] HPQ: Forecast T+1@11:T+2@11: UP (p=77.83%) [2025-10-09T22:48:48.153294] [INFO ] [FORECASTER] Completed predict_future for HPQ [2025-10-09T22:48:48.153433] [INFO ] [sig ] HPQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:48.295566] [INFO ] [LOCAL ] Saved forecast: HPQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HPQ.txt [2025-10-09T22:48:48.295817] [WARN ] [sig ] [987/2211] Failed HPQ after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.7m [2025-10-09T22:48:48.295900] [INFO ] [sig ] [988/2211] Forecasting HPS... [2025-10-09T22:48:48.295938] [INFO ] [sig ] Generating forecast for: HPS [2025-10-09T22:48:48.295970] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HPS' from 'https://tdm.silogroup.org/data/derivative_storage/HPS.csv'. [2025-10-09T22:48:48.306243] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HPS'. [2025-10-09T22:48:48.306515] [INFO ] [FORECASTER] Starting predict_future for HPS [2025-10-09T22:48:48.331763] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:48.332453] [DEBUG] [LOCAL ] No optimal features file found for HPS: ./output/feature-sets/HPS.txt [2025-10-09T22:48:48.332507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:48.332539] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:48.332566] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:48.332621] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:48.349912] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:48.350446] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:48.350527] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:48.350560] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:48.390835] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:48.390922] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:48.390956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:48.390984] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:48.394116] [DEBUG] [FORECASTER] HPS: Forecast T+1@11:T+2@11: UP (p=96.06%) [2025-10-09T22:48:48.394379] [INFO ] [FORECASTER] Completed predict_future for HPS [2025-10-09T22:48:48.394515] [INFO ] [sig ] HPS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:48.537320] [INFO ] [LOCAL ] Saved forecast: HPS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HPS.txt [2025-10-09T22:48:48.537552] [WARN ] [sig ] [988/2211] Failed HPS after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.7m [2025-10-09T22:48:48.537671] [INFO ] [sig ] [989/2211] Forecasting HQH... [2025-10-09T22:48:48.537725] [INFO ] [sig ] Generating forecast for: HQH [2025-10-09T22:48:48.537759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HQH' from 'https://tdm.silogroup.org/data/derivative_storage/HQH.csv'. [2025-10-09T22:48:48.548021] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HQH'. [2025-10-09T22:48:48.548286] [INFO ] [FORECASTER] Starting predict_future for HQH [2025-10-09T22:48:48.573569] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:48.574276] [DEBUG] [LOCAL ] No optimal features file found for HQH: ./output/feature-sets/HQH.txt [2025-10-09T22:48:48.574331] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:48.574364] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:48.574392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:48.574448] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:48.591580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:48.592140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:48.592221] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:48.592302] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:48.632417] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:48.632499] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:48.632534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:48.632562] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:48.635626] [DEBUG] [FORECASTER] HQH: Forecast T+1@11:T+2@11: UP (p=57.68%) [2025-10-09T22:48:48.635916] [INFO ] [FORECASTER] Completed predict_future for HQH [2025-10-09T22:48:48.636057] [INFO ] [sig ] HQH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:48.780117] [INFO ] [LOCAL ] Saved forecast: HQH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HQH.txt [2025-10-09T22:48:48.780344] [WARN ] [sig ] [989/2211] Failed HQH after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:48.780420] [INFO ] [sig ] [990/2211] Forecasting HQL... [2025-10-09T22:48:48.780459] [INFO ] [sig ] Generating forecast for: HQL [2025-10-09T22:48:48.780489] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HQL' from 'https://tdm.silogroup.org/data/derivative_storage/HQL.csv'. [2025-10-09T22:48:48.790487] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HQL'. [2025-10-09T22:48:48.790785] [INFO ] [FORECASTER] Starting predict_future for HQL [2025-10-09T22:48:48.816139] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:48.816853] [DEBUG] [LOCAL ] No optimal features file found for HQL: ./output/feature-sets/HQL.txt [2025-10-09T22:48:48.816908] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:48.816941] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:48.816968] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:48.817024] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:48.834674] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:48.835239] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:48.835320] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:48.835353] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:48.876298] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:48.876373] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:48.876408] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:48.876436] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:48.879530] [DEBUG] [FORECASTER] HQL: Forecast T+1@11:T+2@11: UP (p=66.10%) [2025-10-09T22:48:48.879850] [INFO ] [FORECASTER] Completed predict_future for HQL [2025-10-09T22:48:48.879997] [INFO ] [sig ] HQL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:49.024110] [INFO ] [LOCAL ] Saved forecast: HQL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HQL.txt [2025-10-09T22:48:49.024371] [WARN ] [sig ] [990/2211] Failed HQL after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:49.024451] [INFO ] [sig ] [991/2211] Forecasting HR... [2025-10-09T22:48:49.024490] [INFO ] [sig ] Generating forecast for: HR [2025-10-09T22:48:49.024521] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HR' from 'https://tdm.silogroup.org/data/derivative_storage/HR.csv'. [2025-10-09T22:48:49.035841] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HR'. [2025-10-09T22:48:49.036112] [INFO ] [FORECASTER] Starting predict_future for HR [2025-10-09T22:48:49.061557] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:49.062262] [DEBUG] [LOCAL ] No optimal features file found for HR: ./output/feature-sets/HR.txt [2025-10-09T22:48:49.062316] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:49.062348] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:49.062375] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:49.062429] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:49.079985] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:49.080517] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:49.080603] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:49.080638] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:49.123978] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:49.124061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:49.124096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:49.124123] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:49.127204] [DEBUG] [FORECASTER] HR: Forecast T+1@11:T+2@11: DOWN (p=3.97%) [2025-10-09T22:48:49.127461] [INFO ] [FORECASTER] Completed predict_future for HR [2025-10-09T22:48:49.127615] [INFO ] [sig ] HR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:49.271688] [INFO ] [LOCAL ] Saved forecast: HR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HR.txt [2025-10-09T22:48:49.271970] [WARN ] [sig ] [991/2211] Failed HR after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:49.272055] [INFO ] [sig ] [992/2211] Forecasting HRB... [2025-10-09T22:48:49.272095] [INFO ] [sig ] Generating forecast for: HRB [2025-10-09T22:48:49.272127] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRB' from 'https://tdm.silogroup.org/data/derivative_storage/HRB.csv'. [2025-10-09T22:48:49.282569] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HRB'. [2025-10-09T22:48:49.282935] [INFO ] [FORECASTER] Starting predict_future for HRB [2025-10-09T22:48:49.308878] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:49.309594] [DEBUG] [LOCAL ] No optimal features file found for HRB: ./output/feature-sets/HRB.txt [2025-10-09T22:48:49.309688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:49.309744] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:49.309775] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:49.309830] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:49.327195] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:49.327828] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:49.327912] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:49.327945] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:49.370538] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:49.370621] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:49.370689] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:49.370750] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:49.373825] [DEBUG] [FORECASTER] HRB: Forecast T+1@11:T+2@11: UP (p=63.20%) [2025-10-09T22:48:49.374082] [INFO ] [FORECASTER] Completed predict_future for HRB [2025-10-09T22:48:49.374219] [INFO ] [sig ] HRB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:49.516878] [INFO ] [LOCAL ] Saved forecast: HRB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HRB.txt [2025-10-09T22:48:49.517106] [WARN ] [sig ] [992/2211] Failed HRB after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:49.517184] [INFO ] [sig ] [993/2211] Forecasting HRI... [2025-10-09T22:48:49.517237] [INFO ] [sig ] Generating forecast for: HRI [2025-10-09T22:48:49.517270] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRI' from 'https://tdm.silogroup.org/data/derivative_storage/HRI.csv'. [2025-10-09T22:48:49.527132] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'HRI'. [2025-10-09T22:48:49.527387] [INFO ] [FORECASTER] Starting predict_future for HRI [2025-10-09T22:48:49.552799] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:49.553495] [DEBUG] [LOCAL ] No optimal features file found for HRI: ./output/feature-sets/HRI.txt [2025-10-09T22:48:49.553548] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:49.553580] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:49.553607] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:49.553685] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:49.571240] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:49.571806] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:49.571888] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:49.571921] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:49.611087] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:49.611171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:49.611207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:49.611234] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:49.614298] [DEBUG] [FORECASTER] HRI: Forecast T+1@11:T+2@11: UP (p=80.52%) [2025-10-09T22:48:49.614553] [INFO ] [FORECASTER] Completed predict_future for HRI [2025-10-09T22:48:49.614746] [INFO ] [sig ] HRI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:49.757464] [INFO ] [LOCAL ] Saved forecast: HRI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HRI.txt [2025-10-09T22:48:49.757731] [WARN ] [sig ] [993/2211] Failed HRI after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:49.757814] [INFO ] [sig ] [994/2211] Forecasting HRL... [2025-10-09T22:48:49.757852] [INFO ] [sig ] Generating forecast for: HRL [2025-10-09T22:48:49.757883] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRL' from 'https://tdm.silogroup.org/data/derivative_storage/HRL.csv'. [2025-10-09T22:48:49.767506] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HRL'. [2025-10-09T22:48:49.767821] [INFO ] [FORECASTER] Starting predict_future for HRL [2025-10-09T22:48:49.793569] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:49.794315] [DEBUG] [LOCAL ] No optimal features file found for HRL: ./output/feature-sets/HRL.txt [2025-10-09T22:48:49.794373] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:49.794406] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:49.794433] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:49.794489] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:49.811802] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:49.812329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:49.812410] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:49.812442] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:49.852636] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:49.852807] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:49.852849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:49.852878] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:49.856391] [DEBUG] [FORECASTER] HRL: Forecast T+1@11:T+2@11: DOWN (p=20.47%) [2025-10-09T22:48:49.856759] [INFO ] [FORECASTER] Completed predict_future for HRL [2025-10-09T22:48:49.856926] [INFO ] [sig ] HRL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:50.002252] [INFO ] [LOCAL ] Saved forecast: HRL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HRL.txt [2025-10-09T22:48:50.002465] [WARN ] [sig ] [994/2211] Failed HRL after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:50.002540] [INFO ] [sig ] [995/2211] Forecasting HRTG... [2025-10-09T22:48:50.002580] [INFO ] [sig ] Generating forecast for: HRTG [2025-10-09T22:48:50.002613] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HRTG' from 'https://tdm.silogroup.org/data/derivative_storage/HRTG.csv'. [2025-10-09T22:48:50.012244] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HRTG'. [2025-10-09T22:48:50.012506] [INFO ] [FORECASTER] Starting predict_future for HRTG [2025-10-09T22:48:50.038103] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:50.038814] [DEBUG] [LOCAL ] No optimal features file found for HRTG: ./output/feature-sets/HRTG.txt [2025-10-09T22:48:50.038868] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:50.038901] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:50.038928] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:50.038983] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:50.056242] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:50.056847] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:50.056928] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:50.056962] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:50.099777] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:50.099856] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:50.099891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:50.099918] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:50.102949] [DEBUG] [FORECASTER] HRTG: Forecast T+1@11:T+2@11: DOWN (p=9.87%) [2025-10-09T22:48:50.103206] [INFO ] [FORECASTER] Completed predict_future for HRTG [2025-10-09T22:48:50.103339] [INFO ] [sig ] HRTG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:50.246559] [INFO ] [LOCAL ] Saved forecast: HRTG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HRTG.txt [2025-10-09T22:48:50.246778] [WARN ] [sig ] [995/2211] Failed HRTG after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:50.246858] [INFO ] [sig ] [996/2211] Forecasting HSBC... [2025-10-09T22:48:50.246897] [INFO ] [sig ] Generating forecast for: HSBC [2025-10-09T22:48:50.246928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HSBC' from 'https://tdm.silogroup.org/data/derivative_storage/HSBC.csv'. [2025-10-09T22:48:50.256476] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HSBC'. [2025-10-09T22:48:50.256748] [INFO ] [FORECASTER] Starting predict_future for HSBC [2025-10-09T22:48:50.282360] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:50.283103] [DEBUG] [LOCAL ] No optimal features file found for HSBC: ./output/feature-sets/HSBC.txt [2025-10-09T22:48:50.283162] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:50.283194] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:50.283269] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:50.283335] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:50.300703] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:50.301259] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:50.301338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:50.301371] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:50.344334] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:50.344420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:50.344456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:50.344484] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:50.347840] [DEBUG] [FORECASTER] HSBC: Forecast T+1@11:T+2@11: DOWN (p=3.42%) [2025-10-09T22:48:50.348105] [INFO ] [FORECASTER] Completed predict_future for HSBC [2025-10-09T22:48:50.348240] [INFO ] [sig ] HSBC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:50.492756] [INFO ] [LOCAL ] Saved forecast: HSBC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HSBC.txt [2025-10-09T22:48:50.492993] [WARN ] [sig ] [996/2211] Failed HSBC after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:50.493068] [INFO ] [sig ] [997/2211] Forecasting HSHP... [2025-10-09T22:48:50.493106] [INFO ] [sig ] Generating forecast for: HSHP [2025-10-09T22:48:50.493137] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HSHP' from 'https://tdm.silogroup.org/data/derivative_storage/HSHP.csv'. [2025-10-09T22:48:50.503220] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HSHP'. [2025-10-09T22:48:50.503478] [INFO ] [FORECASTER] Starting predict_future for HSHP [2025-10-09T22:48:50.528618] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:50.529318] [DEBUG] [LOCAL ] No optimal features file found for HSHP: ./output/feature-sets/HSHP.txt [2025-10-09T22:48:50.529372] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:50.529404] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:50.529431] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:50.529486] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:50.546587] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:50.547148] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:50.547228] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:50.547261] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:50.591572] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:50.591690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:50.591752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:50.591782] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:50.594918] [DEBUG] [FORECASTER] HSHP: Forecast T+1@11:T+2@11: UP (p=79.61%) [2025-10-09T22:48:50.595179] [INFO ] [FORECASTER] Completed predict_future for HSHP [2025-10-09T22:48:50.595322] [INFO ] [sig ] HSHP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:50.738283] [INFO ] [LOCAL ] Saved forecast: HSHP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HSHP.txt [2025-10-09T22:48:50.738508] [WARN ] [sig ] [997/2211] Failed HSHP after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:50.738598] [INFO ] [sig ] [998/2211] Forecasting HSY... [2025-10-09T22:48:50.738695] [INFO ] [sig ] Generating forecast for: HSY [2025-10-09T22:48:50.738759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HSY' from 'https://tdm.silogroup.org/data/derivative_storage/HSY.csv'. [2025-10-09T22:48:50.748459] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HSY'. [2025-10-09T22:48:50.748792] [INFO ] [FORECASTER] Starting predict_future for HSY [2025-10-09T22:48:50.774776] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:50.775452] [DEBUG] [LOCAL ] No optimal features file found for HSY: ./output/feature-sets/HSY.txt [2025-10-09T22:48:50.775506] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:50.775538] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:50.775566] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:50.775621] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:50.793157] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:50.793786] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:50.793868] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:50.793900] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:50.835368] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:50.835472] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:50.835508] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:50.835537] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:50.838866] [DEBUG] [FORECASTER] HSY: Forecast T+1@11:T+2@11: UP (p=82.28%) [2025-10-09T22:48:50.839135] [INFO ] [FORECASTER] Completed predict_future for HSY [2025-10-09T22:48:50.839271] [INFO ] [sig ] HSY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:50.983280] [INFO ] [LOCAL ] Saved forecast: HSY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HSY.txt [2025-10-09T22:48:50.983493] [WARN ] [sig ] [998/2211] Failed HSY after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:50.983571] [INFO ] [sig ] [999/2211] Forecasting HTD... [2025-10-09T22:48:50.983618] [INFO ] [sig ] Generating forecast for: HTD [2025-10-09T22:48:50.983697] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HTD' from 'https://tdm.silogroup.org/data/derivative_storage/HTD.csv'. [2025-10-09T22:48:50.993976] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HTD'. [2025-10-09T22:48:50.994351] [INFO ] [FORECASTER] Starting predict_future for HTD [2025-10-09T22:48:51.020171] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:51.021000] [DEBUG] [LOCAL ] No optimal features file found for HTD: ./output/feature-sets/HTD.txt [2025-10-09T22:48:51.021055] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:51.021088] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:51.021116] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:51.021171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:51.038526] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:51.039160] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:51.039246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:51.039281] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:51.081979] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:51.082190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:51.082234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:51.082288] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:51.086111] [DEBUG] [FORECASTER] HTD: Forecast T+1@11:T+2@11: UP (p=70.45%) [2025-10-09T22:48:51.086444] [INFO ] [FORECASTER] Completed predict_future for HTD [2025-10-09T22:48:51.086599] [INFO ] [sig ] HTD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:51.232276] [INFO ] [LOCAL ] Saved forecast: HTD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HTD.txt [2025-10-09T22:48:51.232544] [WARN ] [sig ] [999/2211] Failed HTD after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:51.232625] [INFO ] [sig ] [1000/2211] Forecasting HTGC... [2025-10-09T22:48:51.232709] [INFO ] [sig ] Generating forecast for: HTGC [2025-10-09T22:48:51.232751] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HTGC' from 'https://tdm.silogroup.org/data/derivative_storage/HTGC.csv'. [2025-10-09T22:48:51.244367] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HTGC'. [2025-10-09T22:48:51.244686] [INFO ] [FORECASTER] Starting predict_future for HTGC [2025-10-09T22:48:51.270376] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:51.271302] [DEBUG] [LOCAL ] No optimal features file found for HTGC: ./output/feature-sets/HTGC.txt [2025-10-09T22:48:51.271368] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:51.271403] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:51.271432] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:51.271490] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:51.289548] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:51.290142] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:51.290227] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:51.290263] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:51.333614] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:51.333737] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:51.333782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:51.333812] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:51.336988] [DEBUG] [FORECASTER] HTGC: Forecast T+1@11:T+2@11: DOWN (p=15.47%) [2025-10-09T22:48:51.337255] [INFO ] [FORECASTER] Completed predict_future for HTGC [2025-10-09T22:48:51.337392] [INFO ] [sig ] HTGC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:51.479765] [INFO ] [LOCAL ] Saved forecast: HTGC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HTGC.txt [2025-10-09T22:48:51.479998] [WARN ] [sig ] [1000/2211] Failed HTGC after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:51.480075] [INFO ] [sig ] [1001/2211] Forecasting HTH... [2025-10-09T22:48:51.480113] [INFO ] [sig ] Generating forecast for: HTH [2025-10-09T22:48:51.480144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HTH' from 'https://tdm.silogroup.org/data/derivative_storage/HTH.csv'. [2025-10-09T22:48:51.485219] [WARN ] [REMOTE ] Historical data not found for symbol 'HTH' (404). [2025-10-09T22:48:51.485402] [FATAL] [sig ] HTH: No historical data fetched. [2025-10-09T22:48:51.485487] [WARN ] [sig ] [1001/2211] Failed HTH after 0.0s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:51.485531] [INFO ] [sig ] [1002/2211] Forecasting HUBB... [2025-10-09T22:48:51.485561] [INFO ] [sig ] Generating forecast for: HUBB [2025-10-09T22:48:51.485592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUBB' from 'https://tdm.silogroup.org/data/derivative_storage/HUBB.csv'. [2025-10-09T22:48:51.495018] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HUBB'. [2025-10-09T22:48:51.495275] [INFO ] [FORECASTER] Starting predict_future for HUBB [2025-10-09T22:48:51.520793] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:51.521460] [DEBUG] [LOCAL ] No optimal features file found for HUBB: ./output/feature-sets/HUBB.txt [2025-10-09T22:48:51.521514] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:51.521545] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:51.521573] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:51.521628] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:51.538904] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:51.539463] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:51.539546] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:51.539580] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:51.579483] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:51.579567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:51.579602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:51.579630] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:51.582812] [DEBUG] [FORECASTER] HUBB: Forecast T+1@11:T+2@11: UP (p=53.14%) [2025-10-09T22:48:51.583071] [INFO ] [FORECASTER] Completed predict_future for HUBB [2025-10-09T22:48:51.583208] [INFO ] [sig ] HUBB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:51.732207] [INFO ] [LOCAL ] Saved forecast: HUBB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HUBB.txt [2025-10-09T22:48:51.732479] [WARN ] [sig ] [1002/2211] Failed HUBB after 0.2s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:51.732559] [INFO ] [sig ] [1003/2211] Forecasting HUBS... [2025-10-09T22:48:51.732599] [INFO ] [sig ] Generating forecast for: HUBS [2025-10-09T22:48:51.732632] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUBS' from 'https://tdm.silogroup.org/data/derivative_storage/HUBS.csv'. [2025-10-09T22:48:51.743473] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HUBS'. [2025-10-09T22:48:51.743765] [INFO ] [FORECASTER] Starting predict_future for HUBS [2025-10-09T22:48:51.773580] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:51.774480] [DEBUG] [LOCAL ] No optimal features file found for HUBS: ./output/feature-sets/HUBS.txt [2025-10-09T22:48:51.774540] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:51.774575] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:51.774604] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:51.774684] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:51.793399] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:51.794275] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:51.794370] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:51.794405] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:51.844066] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:51.844250] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:51.844293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:51.844325] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:51.848129] [DEBUG] [FORECASTER] HUBS: Forecast T+1@11:T+2@11: UP (p=98.98%) [2025-10-09T22:48:51.848413] [INFO ] [FORECASTER] Completed predict_future for HUBS [2025-10-09T22:48:51.848555] [INFO ] [sig ] HUBS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:51.994460] [INFO ] [LOCAL ] Saved forecast: HUBS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HUBS.txt [2025-10-09T22:48:51.994726] [WARN ] [sig ] [1003/2211] Failed HUBS after 0.3s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:51.994821] [INFO ] [sig ] [1004/2211] Forecasting HUM... [2025-10-09T22:48:51.994861] [INFO ] [sig ] Generating forecast for: HUM [2025-10-09T22:48:51.994892] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUM' from 'https://tdm.silogroup.org/data/derivative_storage/HUM.csv'. [2025-10-09T22:48:52.005353] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HUM'. [2025-10-09T22:48:52.005622] [INFO ] [FORECASTER] Starting predict_future for HUM [2025-10-09T22:48:52.031011] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:52.031736] [DEBUG] [LOCAL ] No optimal features file found for HUM: ./output/feature-sets/HUM.txt [2025-10-09T22:48:52.031792] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:52.031824] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:52.031851] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:52.031906] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:52.049049] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:52.049701] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:52.049787] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:52.049820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:52.087177] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:52.087348] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:52.087392] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:52.087421] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:52.091023] [DEBUG] [FORECASTER] HUM: Forecast T+1@11:T+2@11: DOWN (p=0.86%) [2025-10-09T22:48:52.091311] [INFO ] [FORECASTER] Completed predict_future for HUM [2025-10-09T22:48:52.091458] [INFO ] [sig ] HUM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:52.271703] [INFO ] [LOCAL ] Saved forecast: HUM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HUM.txt [2025-10-09T22:48:52.272125] [WARN ] [sig ] [1004/2211] Failed HUM after 0.3s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:52.272235] [INFO ] [sig ] [1005/2211] Forecasting HUN... [2025-10-09T22:48:52.272297] [INFO ] [sig ] Generating forecast for: HUN [2025-10-09T22:48:52.272353] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUN' from 'https://tdm.silogroup.org/data/derivative_storage/HUN.csv'. [2025-10-09T22:48:52.287699] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HUN'. [2025-10-09T22:48:52.288302] [INFO ] [FORECASTER] Starting predict_future for HUN [2025-10-09T22:48:52.330111] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:52.331282] [DEBUG] [LOCAL ] No optimal features file found for HUN: ./output/feature-sets/HUN.txt [2025-10-09T22:48:52.331354] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:52.331407] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:52.331455] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:52.331541] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:52.356246] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:52.357298] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:52.357393] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:52.357428] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:52.400308] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:52.400523] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:52.400581] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:52.400688] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:52.405170] [DEBUG] [FORECASTER] HUN: Forecast T+1@11:T+2@11: UP (p=68.03%) [2025-10-09T22:48:52.405533] [INFO ] [FORECASTER] Completed predict_future for HUN [2025-10-09T22:48:52.405746] [INFO ] [sig ] HUN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:52.596055] [INFO ] [LOCAL ] Saved forecast: HUN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HUN.txt [2025-10-09T22:48:52.596473] [WARN ] [sig ] [1005/2211] Failed HUN after 0.3s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:52.596583] [INFO ] [sig ] [1006/2211] Forecasting HUYA... [2025-10-09T22:48:52.596668] [INFO ] [sig ] Generating forecast for: HUYA [2025-10-09T22:48:52.596741] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HUYA' from 'https://tdm.silogroup.org/data/derivative_storage/HUYA.csv'. [2025-10-09T22:48:52.609072] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HUYA'. [2025-10-09T22:48:52.609607] [INFO ] [FORECASTER] Starting predict_future for HUYA [2025-10-09T22:48:52.651033] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:52.652269] [DEBUG] [LOCAL ] No optimal features file found for HUYA: ./output/feature-sets/HUYA.txt [2025-10-09T22:48:52.652353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:52.652411] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:52.652462] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:52.652558] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:52.678018] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:52.679208] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:52.679318] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:52.679359] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:52.726726] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:52.726944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:52.727002] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:52.727036] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:52.731573] [DEBUG] [FORECASTER] HUYA: Forecast T+1@11:T+2@11: UP (p=83.91%) [2025-10-09T22:48:52.732085] [INFO ] [FORECASTER] Completed predict_future for HUYA [2025-10-09T22:48:52.732301] [INFO ] [sig ] HUYA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:52.929137] [INFO ] [LOCAL ] Saved forecast: HUYA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HUYA.txt [2025-10-09T22:48:52.929574] [WARN ] [sig ] [1006/2211] Failed HUYA after 0.3s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:52.929700] [INFO ] [sig ] [1007/2211] Forecasting HVT... [2025-10-09T22:48:52.929748] [INFO ] [sig ] Generating forecast for: HVT [2025-10-09T22:48:52.929790] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HVT' from 'https://tdm.silogroup.org/data/derivative_storage/HVT.csv'. [2025-10-09T22:48:52.945588] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HVT'. [2025-10-09T22:48:52.946238] [INFO ] [FORECASTER] Starting predict_future for HVT [2025-10-09T22:48:52.979005] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:52.979910] [DEBUG] [LOCAL ] No optimal features file found for HVT: ./output/feature-sets/HVT.txt [2025-10-09T22:48:52.979972] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:52.980010] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:52.980039] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:52.980099] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:52.999461] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:53.000606] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:53.000772] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:53.000837] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:53.050540] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:53.050851] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:53.050939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:53.051011] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:53.056971] [DEBUG] [FORECASTER] HVT: Forecast T+1@11:T+2@11: UP (p=85.98%) [2025-10-09T22:48:53.057434] [INFO ] [FORECASTER] Completed predict_future for HVT [2025-10-09T22:48:53.057696] [INFO ] [sig ] HVT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:53.262312] [INFO ] [LOCAL ] Saved forecast: HVT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HVT.txt [2025-10-09T22:48:53.262689] [WARN ] [sig ] [1007/2211] Failed HVT after 0.3s | 4.38 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:53.262781] [INFO ] [sig ] [1008/2211] Forecasting HWM... [2025-10-09T22:48:53.262836] [INFO ] [sig ] Generating forecast for: HWM [2025-10-09T22:48:53.262894] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HWM' from 'https://tdm.silogroup.org/data/derivative_storage/HWM.csv'. [2025-10-09T22:48:53.275015] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HWM'. [2025-10-09T22:48:53.275521] [INFO ] [FORECASTER] Starting predict_future for HWM [2025-10-09T22:48:53.313796] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:53.315076] [DEBUG] [LOCAL ] No optimal features file found for HWM: ./output/feature-sets/HWM.txt [2025-10-09T22:48:53.315150] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:53.315212] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:53.315280] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:53.315392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:53.339755] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:53.341089] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:53.341211] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:53.341261] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:53.383728] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:53.383940] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:53.384193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:53.384254] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:53.389767] [DEBUG] [FORECASTER] HWM: Forecast T+1@11:T+2@11: DOWN (p=41.33%) [2025-10-09T22:48:53.390131] [INFO ] [FORECASTER] Completed predict_future for HWM [2025-10-09T22:48:53.390311] [INFO ] [sig ] HWM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:53.552544] [INFO ] [LOCAL ] Saved forecast: HWM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HWM.txt [2025-10-09T22:48:53.552785] [WARN ] [sig ] [1008/2211] Failed HWM after 0.3s | 4.37 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:53.552866] [INFO ] [sig ] [1009/2211] Forecasting HXL... [2025-10-09T22:48:53.552905] [INFO ] [sig ] Generating forecast for: HXL [2025-10-09T22:48:53.552938] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HXL' from 'https://tdm.silogroup.org/data/derivative_storage/HXL.csv'. [2025-10-09T22:48:53.563968] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HXL'. [2025-10-09T22:48:53.564224] [INFO ] [FORECASTER] Starting predict_future for HXL [2025-10-09T22:48:53.589842] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:53.590530] [DEBUG] [LOCAL ] No optimal features file found for HXL: ./output/feature-sets/HXL.txt [2025-10-09T22:48:53.590585] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:53.590618] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:53.590679] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:53.590759] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:53.608008] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:53.608545] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:53.608627] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:53.608710] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:53.653892] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:53.653977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:53.654013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:53.654041] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:53.657149] [DEBUG] [FORECASTER] HXL: Forecast T+1@11:T+2@11: DOWN (p=5.37%) [2025-10-09T22:48:53.657412] [INFO ] [FORECASTER] Completed predict_future for HXL [2025-10-09T22:48:53.657554] [INFO ] [sig ] HXL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:53.800490] [INFO ] [LOCAL ] Saved forecast: HXL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HXL.txt [2025-10-09T22:48:53.800734] [WARN ] [sig ] [1009/2211] Failed HXL after 0.2s | 4.37 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:53.800817] [INFO ] [sig ] [1010/2211] Forecasting HY... [2025-10-09T22:48:53.800855] [INFO ] [sig ] Generating forecast for: HY [2025-10-09T22:48:53.800886] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HY' from 'https://tdm.silogroup.org/data/derivative_storage/HY.csv'. [2025-10-09T22:48:53.810933] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HY'. [2025-10-09T22:48:53.811199] [INFO ] [FORECASTER] Starting predict_future for HY [2025-10-09T22:48:53.836480] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:53.837189] [DEBUG] [LOCAL ] No optimal features file found for HY: ./output/feature-sets/HY.txt [2025-10-09T22:48:53.837244] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:53.837276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:53.837303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:53.837359] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:53.854867] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:53.855405] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:53.855485] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:53.855517] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:53.899179] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:53.899263] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:53.899298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:53.899326] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:53.902442] [DEBUG] [FORECASTER] HY: Forecast T+1@11:T+2@11: UP (p=89.32%) [2025-10-09T22:48:53.902751] [INFO ] [FORECASTER] Completed predict_future for HY [2025-10-09T22:48:53.902906] [INFO ] [sig ] HY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:54.044236] [INFO ] [LOCAL ] Saved forecast: HY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HY.txt [2025-10-09T22:48:54.044486] [WARN ] [sig ] [1010/2211] Failed HY after 0.2s | 4.37 sym/s | Total: 3.8m | ETA: 4.6m [2025-10-09T22:48:54.044555] [INFO ] [sig ] [1011/2211] Forecasting HYI... [2025-10-09T22:48:54.044592] [INFO ] [sig ] Generating forecast for: HYI [2025-10-09T22:48:54.044629] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HYI' from 'https://tdm.silogroup.org/data/derivative_storage/HYI.csv'. [2025-10-09T22:48:54.056136] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HYI'. [2025-10-09T22:48:54.056523] [INFO ] [FORECASTER] Starting predict_future for HYI [2025-10-09T22:48:54.082700] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:54.083449] [DEBUG] [LOCAL ] No optimal features file found for HYI: ./output/feature-sets/HYI.txt [2025-10-09T22:48:54.083504] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:54.083538] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:54.083566] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:54.083621] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:54.101039] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:54.101668] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:54.101765] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:54.101798] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:54.141315] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:54.141439] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:54.141477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:54.141506] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:54.145001] [DEBUG] [FORECASTER] HYI: Forecast T+1@11:T+2@11: UP (p=80.56%) [2025-10-09T22:48:54.145290] [INFO ] [FORECASTER] Completed predict_future for HYI [2025-10-09T22:48:54.145445] [INFO ] [sig ] HYI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:54.287234] [INFO ] [LOCAL ] Saved forecast: HYI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HYI.txt [2025-10-09T22:48:54.287500] [WARN ] [sig ] [1011/2211] Failed HYI after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.6m [2025-10-09T22:48:54.287623] [INFO ] [sig ] [1012/2211] Forecasting HYT... [2025-10-09T22:48:54.287715] [INFO ] [sig ] Generating forecast for: HYT [2025-10-09T22:48:54.287757] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HYT' from 'https://tdm.silogroup.org/data/derivative_storage/HYT.csv'. [2025-10-09T22:48:54.299179] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HYT'. [2025-10-09T22:48:54.299514] [INFO ] [FORECASTER] Starting predict_future for HYT [2025-10-09T22:48:54.325201] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:54.325919] [DEBUG] [LOCAL ] No optimal features file found for HYT: ./output/feature-sets/HYT.txt [2025-10-09T22:48:54.325975] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:54.326007] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:54.326035] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:54.326090] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:54.343276] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:54.343877] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:54.343960] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:54.343993] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:54.391925] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:54.392107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:54.392149] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:54.392199] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:54.395866] [DEBUG] [FORECASTER] HYT: Forecast T+1@11:T+2@11: UP (p=73.99%) [2025-10-09T22:48:54.396159] [INFO ] [FORECASTER] Completed predict_future for HYT [2025-10-09T22:48:54.396307] [INFO ] [sig ] HYT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:54.538339] [INFO ] [LOCAL ] Saved forecast: HYT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HYT.txt [2025-10-09T22:48:54.538562] [WARN ] [sig ] [1012/2211] Failed HYT after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.6m [2025-10-09T22:48:54.538639] [INFO ] [sig ] [1013/2211] Forecasting HYTR... [2025-10-09T22:48:54.538717] [INFO ] [sig ] Generating forecast for: HYTR [2025-10-09T22:48:54.538751] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HYTR' from 'https://tdm.silogroup.org/data/derivative_storage/HYTR.csv'. [2025-10-09T22:48:54.548758] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'HYTR'. [2025-10-09T22:48:54.549013] [INFO ] [FORECASTER] Starting predict_future for HYTR [2025-10-09T22:48:54.574341] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:54.575057] [DEBUG] [LOCAL ] No optimal features file found for HYTR: ./output/feature-sets/HYTR.txt [2025-10-09T22:48:54.575112] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:54.575145] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:54.575173] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:54.575229] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:54.592376] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:54.592965] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:54.593048] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:54.593082] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:54.632261] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:54.632337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:54.632372] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:54.632400] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:54.635446] [DEBUG] [FORECASTER] HYTR: Forecast T+1@11:T+2@11: DOWN (p=11.20%) [2025-10-09T22:48:54.635743] [INFO ] [FORECASTER] Completed predict_future for HYTR [2025-10-09T22:48:54.635897] [INFO ] [sig ] HYTR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:54.777182] [INFO ] [LOCAL ] Saved forecast: HYTR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/HYTR.txt [2025-10-09T22:48:54.777378] [WARN ] [sig ] [1013/2211] Failed HYTR after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.6m [2025-10-09T22:48:54.777454] [INFO ] [sig ] [1014/2211] Forecasting HZO... [2025-10-09T22:48:54.777493] [INFO ] [sig ] Generating forecast for: HZO [2025-10-09T22:48:54.777523] [DEBUG] [REMOTE ] Fetching historical data for symbol 'HZO' from 'https://tdm.silogroup.org/data/derivative_storage/HZO.csv'. [2025-10-09T22:48:54.788196] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'HZO'. [2025-10-09T22:48:54.788453] [INFO ] [FORECASTER] Starting predict_future for HZO [2025-10-09T22:48:54.813500] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:54.814210] [DEBUG] [LOCAL ] No optimal features file found for HZO: ./output/feature-sets/HZO.txt [2025-10-09T22:48:54.814264] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:54.814344] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:54.814381] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:54.814438] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:54.831621] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:54.832238] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:54.832323] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:54.832356] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:54.871906] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:54.871998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:54.872033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:54.872060] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:54.875216] [DEBUG] [FORECASTER] HZO: Forecast T+1@11:T+2@11: UP (p=58.93%) [2025-10-09T22:48:54.875476] [INFO ] [FORECASTER] Completed predict_future for HZO [2025-10-09T22:48:54.875617] [INFO ] [sig ] HZO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:55.017430] [INFO ] [LOCAL ] Saved forecast: HZO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/HZO.txt [2025-10-09T22:48:55.017695] [WARN ] [sig ] [1014/2211] Failed HZO after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.6m [2025-10-09T22:48:55.017780] [INFO ] [sig ] [1015/2211] Forecasting IAE... [2025-10-09T22:48:55.017819] [INFO ] [sig ] Generating forecast for: IAE [2025-10-09T22:48:55.017850] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IAE' from 'https://tdm.silogroup.org/data/derivative_storage/IAE.csv'. [2025-10-09T22:48:55.027677] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IAE'. [2025-10-09T22:48:55.028005] [INFO ] [FORECASTER] Starting predict_future for IAE [2025-10-09T22:48:55.053488] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:55.054196] [DEBUG] [LOCAL ] No optimal features file found for IAE: ./output/feature-sets/IAE.txt [2025-10-09T22:48:55.054250] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:55.054283] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:55.054311] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:55.054367] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:55.071531] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:55.072130] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:55.072213] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:55.072246] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:55.107161] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:55.107241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:55.107276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:55.107305] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:55.110435] [DEBUG] [FORECASTER] IAE: Forecast T+1@11:T+2@11: UP (p=96.98%) [2025-10-09T22:48:55.110730] [INFO ] [FORECASTER] Completed predict_future for IAE [2025-10-09T22:48:55.110880] [INFO ] [sig ] IAE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:55.254375] [INFO ] [LOCAL ] Saved forecast: IAE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IAE.txt [2025-10-09T22:48:55.254608] [WARN ] [sig ] [1015/2211] Failed IAE after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.6m [2025-10-09T22:48:55.254708] [INFO ] [sig ] [1016/2211] Forecasting IAG... [2025-10-09T22:48:55.254748] [INFO ] [sig ] Generating forecast for: IAG [2025-10-09T22:48:55.254780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IAG' from 'https://tdm.silogroup.org/data/derivative_storage/IAG.csv'. [2025-10-09T22:48:55.264068] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IAG'. [2025-10-09T22:48:55.264326] [INFO ] [FORECASTER] Starting predict_future for IAG [2025-10-09T22:48:55.289521] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:55.290341] [DEBUG] [LOCAL ] No optimal features file found for IAG: ./output/feature-sets/IAG.txt [2025-10-09T22:48:55.290396] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:55.290429] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:55.290456] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:55.290512] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:55.308375] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:55.308999] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:55.309081] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:55.309114] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:55.352112] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:55.352204] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:55.352239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:55.352267] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:55.355413] [DEBUG] [FORECASTER] IAG: Forecast T+1@11:T+2@11: DOWN (p=32.30%) [2025-10-09T22:48:55.355706] [INFO ] [FORECASTER] Completed predict_future for IAG [2025-10-09T22:48:55.355856] [INFO ] [sig ] IAG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:55.511717] [INFO ] [LOCAL ] Saved forecast: IAG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IAG.txt [2025-10-09T22:48:55.511971] [WARN ] [sig ] [1016/2211] Failed IAG after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.6m [2025-10-09T22:48:55.512049] [INFO ] [sig ] [1017/2211] Forecasting IBM... [2025-10-09T22:48:55.512089] [INFO ] [sig ] Generating forecast for: IBM [2025-10-09T22:48:55.512119] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBM' from 'https://tdm.silogroup.org/data/derivative_storage/IBM.csv'. [2025-10-09T22:48:55.521521] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IBM'. [2025-10-09T22:48:55.521820] [INFO ] [FORECASTER] Starting predict_future for IBM [2025-10-09T22:48:55.546920] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:55.547606] [DEBUG] [LOCAL ] No optimal features file found for IBM: ./output/feature-sets/IBM.txt [2025-10-09T22:48:55.547688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:55.547735] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:55.547763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:55.547819] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:55.564994] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:55.565527] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:55.565608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:55.565667] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:55.606472] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:55.606554] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:55.606589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:55.606617] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:55.612342] [DEBUG] [FORECASTER] IBM: Forecast T+1@11:T+2@11: DOWN (p=24.18%) [2025-10-09T22:48:55.612605] [INFO ] [FORECASTER] Completed predict_future for IBM [2025-10-09T22:48:55.612775] [INFO ] [sig ] IBM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:55.753498] [INFO ] [LOCAL ] Saved forecast: IBM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IBM.txt [2025-10-09T22:48:55.753722] [WARN ] [sig ] [1017/2211] Failed IBM after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.6m [2025-10-09T22:48:55.753805] [INFO ] [sig ] [1018/2211] Forecasting IBN... [2025-10-09T22:48:55.753855] [INFO ] [sig ] Generating forecast for: IBN [2025-10-09T22:48:55.753887] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBN' from 'https://tdm.silogroup.org/data/derivative_storage/IBN.csv'. [2025-10-09T22:48:55.764064] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IBN'. [2025-10-09T22:48:55.764409] [INFO ] [FORECASTER] Starting predict_future for IBN [2025-10-09T22:48:55.790982] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:55.791708] [DEBUG] [LOCAL ] No optimal features file found for IBN: ./output/feature-sets/IBN.txt [2025-10-09T22:48:55.791765] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:55.791800] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:55.791827] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:55.791886] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:55.810225] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:55.810893] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:55.810982] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:55.811017] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:55.855337] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:55.855430] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:55.855465] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:55.855493] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:55.858737] [DEBUG] [FORECASTER] IBN: Forecast T+1@11:T+2@11: DOWN (p=5.21%) [2025-10-09T22:48:55.859011] [INFO ] [FORECASTER] Completed predict_future for IBN [2025-10-09T22:48:55.859147] [INFO ] [sig ] IBN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:56.003630] [INFO ] [LOCAL ] Saved forecast: IBN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IBN.txt [2025-10-09T22:48:56.003905] [WARN ] [sig ] [1018/2211] Failed IBN after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:56.003984] [INFO ] [sig ] [1019/2211] Forecasting IBP... [2025-10-09T22:48:56.004023] [INFO ] [sig ] Generating forecast for: IBP [2025-10-09T22:48:56.004053] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBP' from 'https://tdm.silogroup.org/data/derivative_storage/IBP.csv'. [2025-10-09T22:48:56.014513] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IBP'. [2025-10-09T22:48:56.014903] [INFO ] [FORECASTER] Starting predict_future for IBP [2025-10-09T22:48:56.040365] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:56.041077] [DEBUG] [LOCAL ] No optimal features file found for IBP: ./output/feature-sets/IBP.txt [2025-10-09T22:48:56.041132] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:56.041165] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:56.041191] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:56.041248] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:56.058521] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:56.059091] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:56.059176] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:56.059209] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:56.101676] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:56.101762] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:56.101798] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:56.101825] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:56.104975] [DEBUG] [FORECASTER] IBP: Forecast T+1@11:T+2@11: DOWN (p=1.62%) [2025-10-09T22:48:56.105238] [INFO ] [FORECASTER] Completed predict_future for IBP [2025-10-09T22:48:56.105373] [INFO ] [sig ] IBP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:56.246883] [INFO ] [LOCAL ] Saved forecast: IBP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IBP.txt [2025-10-09T22:48:56.247108] [WARN ] [sig ] [1019/2211] Failed IBP after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:56.247186] [INFO ] [sig ] [1020/2211] Forecasting IBTA... [2025-10-09T22:48:56.247224] [INFO ] [sig ] Generating forecast for: IBTA [2025-10-09T22:48:56.247255] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IBTA' from 'https://tdm.silogroup.org/data/derivative_storage/IBTA.csv'. [2025-10-09T22:48:56.256480] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IBTA'. [2025-10-09T22:48:56.256778] [INFO ] [FORECASTER] Starting predict_future for IBTA [2025-10-09T22:48:56.282110] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:56.282817] [DEBUG] [LOCAL ] No optimal features file found for IBTA: ./output/feature-sets/IBTA.txt [2025-10-09T22:48:56.282872] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:56.282904] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:56.282932] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:56.282988] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:56.300322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:56.300901] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:56.300982] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:56.301016] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:56.335280] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:56.335361] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:56.335397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:56.335424] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:56.338500] [DEBUG] [FORECASTER] IBTA: Forecast T+1@11:T+2@11: UP (p=72.12%) [2025-10-09T22:48:56.338802] [INFO ] [FORECASTER] Completed predict_future for IBTA [2025-10-09T22:48:56.338936] [INFO ] [sig ] IBTA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:56.486091] [INFO ] [LOCAL ] Saved forecast: IBTA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IBTA.txt [2025-10-09T22:48:56.486452] [WARN ] [sig ] [1020/2211] Failed IBTA after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:56.486549] [INFO ] [sig ] [1021/2211] Forecasting ICE... [2025-10-09T22:48:56.486590] [INFO ] [sig ] Generating forecast for: ICE [2025-10-09T22:48:56.486621] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ICE' from 'https://tdm.silogroup.org/data/derivative_storage/ICE.csv'. [2025-10-09T22:48:56.497514] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ICE'. [2025-10-09T22:48:56.497987] [INFO ] [FORECASTER] Starting predict_future for ICE [2025-10-09T22:48:56.523835] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:56.524551] [DEBUG] [LOCAL ] No optimal features file found for ICE: ./output/feature-sets/ICE.txt [2025-10-09T22:48:56.524605] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:56.524637] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:56.524709] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:56.524771] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:56.541894] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:56.542482] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:56.542570] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:56.542603] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:56.586280] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:56.586383] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:56.586441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:56.586474] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:56.589727] [DEBUG] [FORECASTER] ICE: Forecast T+1@11:T+2@11: UP (p=88.25%) [2025-10-09T22:48:56.589998] [INFO ] [FORECASTER] Completed predict_future for ICE [2025-10-09T22:48:56.590132] [INFO ] [sig ] ICE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:56.732917] [INFO ] [LOCAL ] Saved forecast: ICE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ICE.txt [2025-10-09T22:48:56.733164] [WARN ] [sig ] [1021/2211] Failed ICE after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:56.733242] [INFO ] [sig ] [1022/2211] Forecasting ICL... [2025-10-09T22:48:56.733281] [INFO ] [sig ] Generating forecast for: ICL [2025-10-09T22:48:56.733312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ICL' from 'https://tdm.silogroup.org/data/derivative_storage/ICL.csv'. [2025-10-09T22:48:56.742934] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ICL'. [2025-10-09T22:48:56.743311] [INFO ] [FORECASTER] Starting predict_future for ICL [2025-10-09T22:48:56.768945] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:56.769768] [DEBUG] [LOCAL ] No optimal features file found for ICL: ./output/feature-sets/ICL.txt [2025-10-09T22:48:56.769828] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:56.769863] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:56.769891] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:56.769947] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:56.788105] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:56.788920] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:56.789012] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:56.789045] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:56.832091] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:56.832289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:56.832332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:56.832361] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:56.835998] [DEBUG] [FORECASTER] ICL: Forecast T+1@11:T+2@11: DOWN (p=12.17%) [2025-10-09T22:48:56.836284] [INFO ] [FORECASTER] Completed predict_future for ICL [2025-10-09T22:48:56.836433] [INFO ] [sig ] ICL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:56.979179] [INFO ] [LOCAL ] Saved forecast: ICL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ICL.txt [2025-10-09T22:48:56.979430] [WARN ] [sig ] [1022/2211] Failed ICL after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:56.979508] [INFO ] [sig ] [1023/2211] Forecasting IDA... [2025-10-09T22:48:56.979547] [INFO ] [sig ] Generating forecast for: IDA [2025-10-09T22:48:56.979577] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IDA' from 'https://tdm.silogroup.org/data/derivative_storage/IDA.csv'. [2025-10-09T22:48:56.989178] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IDA'. [2025-10-09T22:48:56.989467] [INFO ] [FORECASTER] Starting predict_future for IDA [2025-10-09T22:48:57.014854] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:57.015606] [DEBUG] [LOCAL ] No optimal features file found for IDA: ./output/feature-sets/IDA.txt [2025-10-09T22:48:57.015684] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:57.015732] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:57.015762] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:57.015818] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:57.032963] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:57.033762] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:57.033857] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:57.033892] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:57.077133] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:57.077314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:57.077357] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:57.077386] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:57.080975] [DEBUG] [FORECASTER] IDA: Forecast T+1@11:T+2@11: DOWN (p=18.02%) [2025-10-09T22:48:57.081250] [INFO ] [FORECASTER] Completed predict_future for IDA [2025-10-09T22:48:57.081392] [INFO ] [sig ] IDA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:57.231563] [INFO ] [LOCAL ] Saved forecast: IDA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IDA.txt [2025-10-09T22:48:57.232004] [WARN ] [sig ] [1023/2211] Failed IDA after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:57.232142] [INFO ] [sig ] [1024/2211] Forecasting IDE... [2025-10-09T22:48:57.232208] [INFO ] [sig ] Generating forecast for: IDE [2025-10-09T22:48:57.232270] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IDE' from 'https://tdm.silogroup.org/data/derivative_storage/IDE.csv'. [2025-10-09T22:48:57.244782] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IDE'. [2025-10-09T22:48:57.245171] [INFO ] [FORECASTER] Starting predict_future for IDE [2025-10-09T22:48:57.271571] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:57.272328] [DEBUG] [LOCAL ] No optimal features file found for IDE: ./output/feature-sets/IDE.txt [2025-10-09T22:48:57.272384] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:57.272417] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:57.272445] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:57.272501] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:57.290580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:57.291191] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:57.291277] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:57.291312] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:57.331105] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:57.331206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:57.331243] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:57.331272] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:57.334633] [DEBUG] [FORECASTER] IDE: Forecast T+1@11:T+2@11: UP (p=97.09%) [2025-10-09T22:48:57.334936] [INFO ] [FORECASTER] Completed predict_future for IDE [2025-10-09T22:48:57.335072] [INFO ] [sig ] IDE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:57.480529] [INFO ] [LOCAL ] Saved forecast: IDE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IDE.txt [2025-10-09T22:48:57.480797] [WARN ] [sig ] [1024/2211] Failed IDE after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:57.480881] [INFO ] [sig ] [1025/2211] Forecasting IDT... [2025-10-09T22:48:57.480930] [INFO ] [sig ] Generating forecast for: IDT [2025-10-09T22:48:57.480963] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IDT' from 'https://tdm.silogroup.org/data/derivative_storage/IDT.csv'. [2025-10-09T22:48:57.491260] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IDT'. [2025-10-09T22:48:57.491759] [INFO ] [FORECASTER] Starting predict_future for IDT [2025-10-09T22:48:57.517412] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:57.518217] [DEBUG] [LOCAL ] No optimal features file found for IDT: ./output/feature-sets/IDT.txt [2025-10-09T22:48:57.518272] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:57.518307] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:57.518334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:57.518391] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:57.535613] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:57.536213] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:57.536298] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:57.536331] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:57.583257] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:57.583441] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:57.583483] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:57.583511] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:57.587097] [DEBUG] [FORECASTER] IDT: Forecast T+1@11:T+2@11: DOWN (p=5.08%) [2025-10-09T22:48:57.587388] [INFO ] [FORECASTER] Completed predict_future for IDT [2025-10-09T22:48:57.587529] [INFO ] [sig ] IDT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:57.731314] [INFO ] [LOCAL ] Saved forecast: IDT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IDT.txt [2025-10-09T22:48:57.731635] [WARN ] [sig ] [1025/2211] Failed IDT after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:57.731744] [INFO ] [sig ] [1026/2211] Forecasting IEX... [2025-10-09T22:48:57.731786] [INFO ] [sig ] Generating forecast for: IEX [2025-10-09T22:48:57.731820] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IEX' from 'https://tdm.silogroup.org/data/derivative_storage/IEX.csv'. [2025-10-09T22:48:57.742538] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IEX'. [2025-10-09T22:48:57.742933] [INFO ] [FORECASTER] Starting predict_future for IEX [2025-10-09T22:48:57.768968] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:57.769795] [DEBUG] [LOCAL ] No optimal features file found for IEX: ./output/feature-sets/IEX.txt [2025-10-09T22:48:57.769851] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:57.769885] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:57.769913] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:57.769968] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:57.787359] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:57.788066] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:57.788154] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:57.788188] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:57.824089] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:57.824251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:57.824291] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:57.824320] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:57.827887] [DEBUG] [FORECASTER] IEX: Forecast T+1@11:T+2@11: UP (p=81.39%) [2025-10-09T22:48:57.828205] [INFO ] [FORECASTER] Completed predict_future for IEX [2025-10-09T22:48:57.828349] [INFO ] [sig ] IEX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:57.971288] [INFO ] [LOCAL ] Saved forecast: IEX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IEX.txt [2025-10-09T22:48:57.971581] [WARN ] [sig ] [1026/2211] Failed IEX after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:57.971691] [INFO ] [sig ] [1027/2211] Forecasting IFF... [2025-10-09T22:48:57.971739] [INFO ] [sig ] Generating forecast for: IFF [2025-10-09T22:48:57.971772] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IFF' from 'https://tdm.silogroup.org/data/derivative_storage/IFF.csv'. [2025-10-09T22:48:57.981379] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IFF'. [2025-10-09T22:48:57.981805] [INFO ] [FORECASTER] Starting predict_future for IFF [2025-10-09T22:48:58.007523] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:58.008334] [DEBUG] [LOCAL ] No optimal features file found for IFF: ./output/feature-sets/IFF.txt [2025-10-09T22:48:58.008391] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:58.008424] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:58.008451] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:58.008507] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:58.025761] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:58.026474] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:58.026564] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:58.026597] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:58.066226] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:58.066534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:58.066606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:58.066684] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:58.070855] [DEBUG] [FORECASTER] IFF: Forecast T+1@11:T+2@11: UP (p=72.87%) [2025-10-09T22:48:58.071210] [INFO ] [FORECASTER] Completed predict_future for IFF [2025-10-09T22:48:58.071392] [INFO ] [sig ] IFF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:58.223466] [INFO ] [LOCAL ] Saved forecast: IFF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IFF.txt [2025-10-09T22:48:58.223742] [WARN ] [sig ] [1027/2211] Failed IFF after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:58.223829] [INFO ] [sig ] [1028/2211] Forecasting IFN... [2025-10-09T22:48:58.223869] [INFO ] [sig ] Generating forecast for: IFN [2025-10-09T22:48:58.223944] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IFN' from 'https://tdm.silogroup.org/data/derivative_storage/IFN.csv'. [2025-10-09T22:48:58.234194] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IFN'. [2025-10-09T22:48:58.234543] [INFO ] [FORECASTER] Starting predict_future for IFN [2025-10-09T22:48:58.260292] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:58.261025] [DEBUG] [LOCAL ] No optimal features file found for IFN: ./output/feature-sets/IFN.txt [2025-10-09T22:48:58.261079] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:58.261111] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:58.261138] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:58.261192] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:58.278810] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:58.279372] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:58.279473] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:58.279507] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:58.313688] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:58.313768] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:58.313805] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:58.313833] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:58.316883] [DEBUG] [FORECASTER] IFN: Forecast T+1@11:T+2@11: DOWN (p=33.88%) [2025-10-09T22:48:58.317144] [INFO ] [FORECASTER] Completed predict_future for IFN [2025-10-09T22:48:58.317274] [INFO ] [sig ] IFN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:58.459186] [INFO ] [LOCAL ] Saved forecast: IFN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IFN.txt [2025-10-09T22:48:58.459394] [WARN ] [sig ] [1028/2211] Failed IFN after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:58.459470] [INFO ] [sig ] [1029/2211] Forecasting IFS... [2025-10-09T22:48:58.459508] [INFO ] [sig ] Generating forecast for: IFS [2025-10-09T22:48:58.459539] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IFS' from 'https://tdm.silogroup.org/data/derivative_storage/IFS.csv'. [2025-10-09T22:48:58.468874] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IFS'. [2025-10-09T22:48:58.469138] [INFO ] [FORECASTER] Starting predict_future for IFS [2025-10-09T22:48:58.494192] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:58.494928] [DEBUG] [LOCAL ] No optimal features file found for IFS: ./output/feature-sets/IFS.txt [2025-10-09T22:48:58.494983] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:58.495017] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:58.495044] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:58.495099] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:58.513333] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:58.514244] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:58.514357] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:58.514424] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:58.549334] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:58.549416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:58.549452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:58.549480] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:58.552796] [DEBUG] [FORECASTER] IFS: Forecast T+1@11:T+2@11: DOWN (p=46.70%) [2025-10-09T22:48:58.553082] [INFO ] [FORECASTER] Completed predict_future for IFS [2025-10-09T22:48:58.553219] [INFO ] [sig ] IFS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:58.699285] [INFO ] [LOCAL ] Saved forecast: IFS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IFS.txt [2025-10-09T22:48:58.699511] [WARN ] [sig ] [1029/2211] Failed IFS after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:58.699587] [INFO ] [sig ] [1030/2211] Forecasting IGA... [2025-10-09T22:48:58.699625] [INFO ] [sig ] Generating forecast for: IGA [2025-10-09T22:48:58.699693] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGA' from 'https://tdm.silogroup.org/data/derivative_storage/IGA.csv'. [2025-10-09T22:48:58.709710] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IGA'. [2025-10-09T22:48:58.710069] [INFO ] [FORECASTER] Starting predict_future for IGA [2025-10-09T22:48:58.736225] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:58.736970] [DEBUG] [LOCAL ] No optimal features file found for IGA: ./output/feature-sets/IGA.txt [2025-10-09T22:48:58.737071] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:58.737125] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:58.737155] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:58.737214] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:58.755082] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:58.755636] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:58.755748] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:58.755784] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:58.789114] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:58.789220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:58.789257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:58.789284] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:58.792504] [DEBUG] [FORECASTER] IGA: Forecast T+1@11:T+2@11: DOWN (p=8.97%) [2025-10-09T22:48:58.792824] [INFO ] [FORECASTER] Completed predict_future for IGA [2025-10-09T22:48:58.792961] [INFO ] [sig ] IGA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:58.938718] [INFO ] [LOCAL ] Saved forecast: IGA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IGA.txt [2025-10-09T22:48:58.938984] [WARN ] [sig ] [1030/2211] Failed IGA after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:58.939058] [INFO ] [sig ] [1031/2211] Forecasting IGD... [2025-10-09T22:48:58.939097] [INFO ] [sig ] Generating forecast for: IGD [2025-10-09T22:48:58.939128] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGD' from 'https://tdm.silogroup.org/data/derivative_storage/IGD.csv'. [2025-10-09T22:48:58.948874] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IGD'. [2025-10-09T22:48:58.949136] [INFO ] [FORECASTER] Starting predict_future for IGD [2025-10-09T22:48:58.974325] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:58.975063] [DEBUG] [LOCAL ] No optimal features file found for IGD: ./output/feature-sets/IGD.txt [2025-10-09T22:48:58.975122] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:58.975155] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:58.975181] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:58.975288] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:58.992917] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:58.993456] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:58.993541] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:58.993609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:59.031269] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:59.031513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:59.031590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:59.031664] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:59.035419] [DEBUG] [FORECASTER] IGD: Forecast T+1@11:T+2@11: UP (p=85.95%) [2025-10-09T22:48:59.035781] [INFO ] [FORECASTER] Completed predict_future for IGD [2025-10-09T22:48:59.035923] [INFO ] [sig ] IGD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:48:59.256721] [INFO ] [LOCAL ] Saved forecast: IGD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IGD.txt [2025-10-09T22:48:59.259060] [WARN ] [sig ] [1031/2211] Failed IGD after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:59.259140] [INFO ] [sig ] [1032/2211] Forecasting IGI... [2025-10-09T22:48:59.259181] [INFO ] [sig ] Generating forecast for: IGI [2025-10-09T22:48:59.259249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGI' from 'https://tdm.silogroup.org/data/derivative_storage/IGI.csv'. [2025-10-09T22:48:59.268202] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IGI'. [2025-10-09T22:48:59.268471] [INFO ] [FORECASTER] Starting predict_future for IGI [2025-10-09T22:48:59.294026] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:59.294823] [DEBUG] [LOCAL ] No optimal features file found for IGI: ./output/feature-sets/IGI.txt [2025-10-09T22:48:59.294898] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:59.294964] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:59.295011] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:59.295070] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:59.312389] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:59.312968] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:59.313051] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:59.313083] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:59.348175] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:59.348258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:59.348293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:59.348321] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:59.351408] [DEBUG] [FORECASTER] IGI: Forecast T+1@11:T+2@11: DOWN (p=8.10%) [2025-10-09T22:48:59.351695] [INFO ] [FORECASTER] Completed predict_future for IGI [2025-10-09T22:48:59.351840] [INFO ] [sig ] IGI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:59.501936] [INFO ] [LOCAL ] Saved forecast: IGI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IGI.txt [2025-10-09T22:48:59.502139] [WARN ] [sig ] [1032/2211] Failed IGI after 0.2s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:59.502213] [INFO ] [sig ] [1033/2211] Forecasting IGR... [2025-10-09T22:48:59.502252] [INFO ] [sig ] Generating forecast for: IGR [2025-10-09T22:48:59.502283] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IGR' from 'https://tdm.silogroup.org/data/derivative_storage/IGR.csv'. [2025-10-09T22:48:59.512154] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IGR'. [2025-10-09T22:48:59.512555] [INFO ] [FORECASTER] Starting predict_future for IGR [2025-10-09T22:48:59.539394] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:59.540244] [DEBUG] [LOCAL ] No optimal features file found for IGR: ./output/feature-sets/IGR.txt [2025-10-09T22:48:59.540300] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:59.540336] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:59.540364] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:59.540422] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:59.558390] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:59.558990] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:59.559076] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:59.559110] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:59.593567] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:59.593679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:59.593730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:59.593762] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:59.596857] [DEBUG] [FORECASTER] IGR: Forecast T+1@11:T+2@11: DOWN (p=17.48%) [2025-10-09T22:48:59.597141] [INFO ] [FORECASTER] Completed predict_future for IGR [2025-10-09T22:48:59.597271] [INFO ] [sig ] IGR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:48:59.757776] [INFO ] [LOCAL ] Saved forecast: IGR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IGR.txt [2025-10-09T22:48:59.758065] [WARN ] [sig ] [1033/2211] Failed IGR after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:48:59.758161] [INFO ] [sig ] [1034/2211] Forecasting IH... [2025-10-09T22:48:59.758215] [INFO ] [sig ] Generating forecast for: IH [2025-10-09T22:48:59.758260] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IH' from 'https://tdm.silogroup.org/data/derivative_storage/IH.csv'. [2025-10-09T22:48:59.767177] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IH'. [2025-10-09T22:48:59.767492] [INFO ] [FORECASTER] Starting predict_future for IH [2025-10-09T22:48:59.794337] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:48:59.795179] [DEBUG] [LOCAL ] No optimal features file found for IH: ./output/feature-sets/IH.txt [2025-10-09T22:48:59.795237] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:48:59.795273] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:48:59.795303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:48:59.795362] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:48:59.814358] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:48:59.815157] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:48:59.815250] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:48:59.815287] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:48:59.863048] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:48:59.863337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:48:59.863397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:48:59.863431] [INFO ] [FORECASTER] Training complete [2025-10-09T22:48:59.867825] [DEBUG] [FORECASTER] IH: Forecast T+1@11:T+2@11: DOWN (p=16.65%) [2025-10-09T22:48:59.868188] [INFO ] [FORECASTER] Completed predict_future for IH [2025-10-09T22:48:59.868384] [INFO ] [sig ] IH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:00.013918] [INFO ] [LOCAL ] Saved forecast: IH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IH.txt [2025-10-09T22:49:00.014116] [WARN ] [sig ] [1034/2211] Failed IH after 0.3s | 4.37 sym/s | Total: 3.9m | ETA: 4.5m [2025-10-09T22:49:00.014192] [INFO ] [sig ] [1035/2211] Forecasting IHD... [2025-10-09T22:49:00.014230] [INFO ] [sig ] Generating forecast for: IHD [2025-10-09T22:49:00.014261] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IHD' from 'https://tdm.silogroup.org/data/derivative_storage/IHD.csv'. [2025-10-09T22:49:00.023411] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IHD'. [2025-10-09T22:49:00.023738] [INFO ] [FORECASTER] Starting predict_future for IHD [2025-10-09T22:49:00.049384] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:00.050115] [DEBUG] [LOCAL ] No optimal features file found for IHD: ./output/feature-sets/IHD.txt [2025-10-09T22:49:00.050174] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:00.050208] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:00.050235] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:00.050290] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:00.067786] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:00.068358] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:00.068442] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:00.068496] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:00.103757] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:00.103873] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:00.103938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:00.103970] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:00.107174] [DEBUG] [FORECASTER] IHD: Forecast T+1@11:T+2@11: UP (p=99.11%) [2025-10-09T22:49:00.107452] [INFO ] [FORECASTER] Completed predict_future for IHD [2025-10-09T22:49:00.107610] [INFO ] [sig ] IHD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:00.255719] [INFO ] [LOCAL ] Saved forecast: IHD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IHD.txt [2025-10-09T22:49:00.255953] [WARN ] [sig ] [1035/2211] Failed IHD after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:00.256027] [INFO ] [sig ] [1036/2211] Forecasting IHG... [2025-10-09T22:49:00.256066] [INFO ] [sig ] Generating forecast for: IHG [2025-10-09T22:49:00.256097] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IHG' from 'https://tdm.silogroup.org/data/derivative_storage/IHG.csv'. [2025-10-09T22:49:00.264917] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IHG'. [2025-10-09T22:49:00.265192] [INFO ] [FORECASTER] Starting predict_future for IHG [2025-10-09T22:49:00.290746] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:00.291423] [DEBUG] [LOCAL ] No optimal features file found for IHG: ./output/feature-sets/IHG.txt [2025-10-09T22:49:00.291478] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:00.291510] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:00.291537] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:00.291592] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:00.309484] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:00.310065] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:00.310148] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:00.310181] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:00.345471] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:00.345632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:00.345714] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:00.345753] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:00.349493] [DEBUG] [FORECASTER] IHG: Forecast T+1@11:T+2@11: DOWN (p=35.19%) [2025-10-09T22:49:00.349942] [INFO ] [FORECASTER] Completed predict_future for IHG [2025-10-09T22:49:00.350103] [INFO ] [sig ] IHG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:00.496103] [INFO ] [LOCAL ] Saved forecast: IHG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IHG.txt [2025-10-09T22:49:00.496315] [WARN ] [sig ] [1036/2211] Failed IHG after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:00.496390] [INFO ] [sig ] [1037/2211] Forecasting IHS... [2025-10-09T22:49:00.496429] [INFO ] [sig ] Generating forecast for: IHS [2025-10-09T22:49:00.496461] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IHS' from 'https://tdm.silogroup.org/data/derivative_storage/IHS.csv'. [2025-10-09T22:49:00.506658] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IHS'. [2025-10-09T22:49:00.507008] [INFO ] [FORECASTER] Starting predict_future for IHS [2025-10-09T22:49:00.533143] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:00.533878] [DEBUG] [LOCAL ] No optimal features file found for IHS: ./output/feature-sets/IHS.txt [2025-10-09T22:49:00.533955] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:00.533990] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:00.534018] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:00.534074] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:00.551462] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:00.552050] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:00.552133] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:00.552166] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:00.599016] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:00.599335] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:00.599401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:00.599456] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:00.603114] [DEBUG] [FORECASTER] IHS: Forecast T+1@11:T+2@11: DOWN (p=23.56%) [2025-10-09T22:49:00.603392] [INFO ] [FORECASTER] Completed predict_future for IHS [2025-10-09T22:49:00.603538] [INFO ] [sig ] IHS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:00.777446] [INFO ] [LOCAL ] Saved forecast: IHS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IHS.txt [2025-10-09T22:49:00.777763] [WARN ] [sig ] [1037/2211] Failed IHS after 0.3s | 4.36 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:00.777890] [INFO ] [sig ] [1038/2211] Forecasting IIF... [2025-10-09T22:49:00.777931] [INFO ] [sig ] Generating forecast for: IIF [2025-10-09T22:49:00.777962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIF' from 'https://tdm.silogroup.org/data/derivative_storage/IIF.csv'. [2025-10-09T22:49:00.788154] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IIF'. [2025-10-09T22:49:00.788436] [INFO ] [FORECASTER] Starting predict_future for IIF [2025-10-09T22:49:00.813599] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:00.814339] [DEBUG] [LOCAL ] No optimal features file found for IIF: ./output/feature-sets/IIF.txt [2025-10-09T22:49:00.814429] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:00.814470] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:00.814498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:00.814554] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:00.831762] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:00.832313] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:00.832395] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:00.832428] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:00.867277] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:00.867366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:00.867401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:00.867430] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:00.870542] [DEBUG] [FORECASTER] IIF: Forecast T+1@11:T+2@11: UP (p=56.37%) [2025-10-09T22:49:00.870835] [INFO ] [FORECASTER] Completed predict_future for IIF [2025-10-09T22:49:00.870978] [INFO ] [sig ] IIF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:01.012804] [INFO ] [LOCAL ] Saved forecast: IIF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IIF.txt [2025-10-09T22:49:01.013047] [WARN ] [sig ] [1038/2211] Failed IIF after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:01.013127] [INFO ] [sig ] [1039/2211] Forecasting IIIN... [2025-10-09T22:49:01.013166] [INFO ] [sig ] Generating forecast for: IIIN [2025-10-09T22:49:01.013197] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIIN' from 'https://tdm.silogroup.org/data/derivative_storage/IIIN.csv'. [2025-10-09T22:49:01.018093] [WARN ] [REMOTE ] Historical data not found for symbol 'IIIN' (404). [2025-10-09T22:49:01.018272] [FATAL] [sig ] IIIN: No historical data fetched. [2025-10-09T22:49:01.018354] [WARN ] [sig ] [1039/2211] Failed IIIN after 0.0s | 4.37 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:01.018421] [INFO ] [sig ] [1040/2211] Forecasting IIM... [2025-10-09T22:49:01.018460] [INFO ] [sig ] Generating forecast for: IIM [2025-10-09T22:49:01.018490] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIM' from 'https://tdm.silogroup.org/data/derivative_storage/IIM.csv'. [2025-10-09T22:49:01.027046] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IIM'. [2025-10-09T22:49:01.027305] [INFO ] [FORECASTER] Starting predict_future for IIM [2025-10-09T22:49:01.052428] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:01.053165] [DEBUG] [LOCAL ] No optimal features file found for IIM: ./output/feature-sets/IIM.txt [2025-10-09T22:49:01.053219] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:01.053252] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:01.053279] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:01.053339] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:01.070543] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:01.071120] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:01.071202] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:01.071235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:01.104116] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:01.104223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:01.104259] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:01.104286] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:01.107466] [DEBUG] [FORECASTER] IIM: Forecast T+1@11:T+2@11: UP (p=99.92%) [2025-10-09T22:49:01.107805] [INFO ] [FORECASTER] Completed predict_future for IIM [2025-10-09T22:49:01.107943] [INFO ] [sig ] IIM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:01.250127] [INFO ] [LOCAL ] Saved forecast: IIM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IIM.txt [2025-10-09T22:49:01.250337] [WARN ] [sig ] [1040/2211] Failed IIM after 0.2s | 4.37 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:01.250412] [INFO ] [sig ] [1041/2211] Forecasting IIPR... [2025-10-09T22:49:01.250450] [INFO ] [sig ] Generating forecast for: IIPR [2025-10-09T22:49:01.250481] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IIPR' from 'https://tdm.silogroup.org/data/derivative_storage/IIPR.csv'. [2025-10-09T22:49:01.260613] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IIPR'. [2025-10-09T22:49:01.260920] [INFO ] [FORECASTER] Starting predict_future for IIPR [2025-10-09T22:49:01.286137] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:01.286852] [DEBUG] [LOCAL ] No optimal features file found for IIPR: ./output/feature-sets/IIPR.txt [2025-10-09T22:49:01.286907] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:01.286940] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:01.286966] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:01.287022] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:01.304421] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:01.305000] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:01.305085] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:01.305136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:01.340561] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:01.340738] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:01.340790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:01.340820] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:01.344396] [DEBUG] [FORECASTER] IIPR: Forecast T+1@11:T+2@11: UP (p=96.17%) [2025-10-09T22:49:01.344763] [INFO ] [FORECASTER] Completed predict_future for IIPR [2025-10-09T22:49:01.344917] [INFO ] [sig ] IIPR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:01.487443] [INFO ] [LOCAL ] Saved forecast: IIPR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IIPR.txt [2025-10-09T22:49:01.487714] [WARN ] [sig ] [1041/2211] Failed IIPR after 0.2s | 4.37 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:01.487795] [INFO ] [sig ] [1042/2211] Forecasting IMAX... [2025-10-09T22:49:01.487834] [INFO ] [sig ] Generating forecast for: IMAX [2025-10-09T22:49:01.487877] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IMAX' from 'https://tdm.silogroup.org/data/derivative_storage/IMAX.csv'. [2025-10-09T22:49:01.498059] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IMAX'. [2025-10-09T22:49:01.498353] [INFO ] [FORECASTER] Starting predict_future for IMAX [2025-10-09T22:49:01.523488] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:01.524237] [DEBUG] [LOCAL ] No optimal features file found for IMAX: ./output/feature-sets/IMAX.txt [2025-10-09T22:49:01.524292] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:01.524326] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:01.524355] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:01.524411] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:01.542006] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:01.542544] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:01.542682] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:01.542739] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:01.582867] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:01.582979] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:01.583017] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:01.583045] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:01.586298] [DEBUG] [FORECASTER] IMAX: Forecast T+1@11:T+2@11: DOWN (p=26.34%) [2025-10-09T22:49:01.586572] [INFO ] [FORECASTER] Completed predict_future for IMAX [2025-10-09T22:49:01.586738] [INFO ] [sig ] IMAX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:01.729895] [INFO ] [LOCAL ] Saved forecast: IMAX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IMAX.txt [2025-10-09T22:49:01.730165] [WARN ] [sig ] [1042/2211] Failed IMAX after 0.2s | 4.37 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:01.730246] [INFO ] [sig ] [1043/2211] Forecasting INFA... [2025-10-09T22:49:01.730286] [INFO ] [sig ] Generating forecast for: INFA [2025-10-09T22:49:01.730317] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INFA' from 'https://tdm.silogroup.org/data/derivative_storage/INFA.csv'. [2025-10-09T22:49:01.743115] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INFA'. [2025-10-09T22:49:01.743617] [INFO ] [FORECASTER] Starting predict_future for INFA [2025-10-09T22:49:01.780536] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:01.781924] [DEBUG] [LOCAL ] No optimal features file found for INFA: ./output/feature-sets/INFA.txt [2025-10-09T22:49:01.782032] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:01.782106] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:01.782175] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:01.782293] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:01.804477] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:01.805739] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:01.805847] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:01.805882] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:01.840803] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:01.840968] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:01.841011] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:01.841041] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:01.844576] [DEBUG] [FORECASTER] INFA: Forecast T+1@11:T+2@11: UP (p=92.30%) [2025-10-09T22:49:01.844892] [INFO ] [FORECASTER] Completed predict_future for INFA [2025-10-09T22:49:01.845069] [INFO ] [sig ] INFA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:01.995227] [INFO ] [LOCAL ] Saved forecast: INFA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/INFA.txt [2025-10-09T22:49:01.995458] [WARN ] [sig ] [1043/2211] Failed INFA after 0.3s | 4.37 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:01.995546] [INFO ] [sig ] [1044/2211] Forecasting INFY... [2025-10-09T22:49:01.995586] [INFO ] [sig ] Generating forecast for: INFY [2025-10-09T22:49:01.995618] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INFY' from 'https://tdm.silogroup.org/data/derivative_storage/INFY.csv'. [2025-10-09T22:49:02.006001] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INFY'. [2025-10-09T22:49:02.006283] [INFO ] [FORECASTER] Starting predict_future for INFY [2025-10-09T22:49:02.032248] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:02.033010] [DEBUG] [LOCAL ] No optimal features file found for INFY: ./output/feature-sets/INFY.txt [2025-10-09T22:49:02.033066] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:02.033101] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:02.033130] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:02.033188] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:02.051106] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:02.051901] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:02.051990] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:02.052026] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:02.088516] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:02.088608] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:02.088667] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:02.088720] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:02.091851] [DEBUG] [FORECASTER] INFY: Forecast T+1@11:T+2@11: DOWN (p=6.04%) [2025-10-09T22:49:02.092114] [INFO ] [FORECASTER] Completed predict_future for INFY [2025-10-09T22:49:02.092242] [INFO ] [sig ] INFY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:02.238800] [INFO ] [LOCAL ] Saved forecast: INFY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/INFY.txt [2025-10-09T22:49:02.239021] [WARN ] [sig ] [1044/2211] Failed INFY after 0.2s | 4.37 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:02.239098] [INFO ] [sig ] [1045/2211] Forecasting ING... [2025-10-09T22:49:02.239136] [INFO ] [sig ] Generating forecast for: ING [2025-10-09T22:49:02.239179] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ING' from 'https://tdm.silogroup.org/data/derivative_storage/ING.csv'. [2025-10-09T22:49:02.249084] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ING'. [2025-10-09T22:49:02.249362] [INFO ] [FORECASTER] Starting predict_future for ING [2025-10-09T22:49:02.274495] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:02.275251] [DEBUG] [LOCAL ] No optimal features file found for ING: ./output/feature-sets/ING.txt [2025-10-09T22:49:02.275307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:02.275342] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:02.275369] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:02.275426] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:02.292950] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:02.293843] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:02.293936] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:02.293970] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:02.330113] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:02.330283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:02.330325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:02.330355] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:02.333873] [DEBUG] [FORECASTER] ING: Forecast T+1@11:T+2@11: UP (p=60.27%) [2025-10-09T22:49:02.334158] [INFO ] [FORECASTER] Completed predict_future for ING [2025-10-09T22:49:02.334291] [INFO ] [sig ] ING: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:02.479435] [INFO ] [LOCAL ] Saved forecast: ING 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ING.txt [2025-10-09T22:49:02.479708] [WARN ] [sig ] [1045/2211] Failed ING after 0.2s | 4.37 sym/s | Total: 4.0m | ETA: 4.5m [2025-10-09T22:49:02.479773] [INFO ] [sig ] [1046/2211] Forecasting INGM... [2025-10-09T22:49:02.479808] [INFO ] [sig ] Generating forecast for: INGM [2025-10-09T22:49:02.479839] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INGM' from 'https://tdm.silogroup.org/data/derivative_storage/INGM.csv'. [2025-10-09T22:49:02.489245] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INGM'. [2025-10-09T22:49:02.489522] [INFO ] [FORECASTER] Starting predict_future for INGM [2025-10-09T22:49:02.514755] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:02.515438] [DEBUG] [LOCAL ] No optimal features file found for INGM: ./output/feature-sets/INGM.txt [2025-10-09T22:49:02.515492] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:02.515526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:02.515554] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:02.515611] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:02.534165] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:02.534759] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:02.534842] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:02.534877] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:02.574886] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:02.575012] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:02.575053] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:02.575082] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:02.578679] [DEBUG] [FORECASTER] INGM: Forecast T+1@11:T+2@11: DOWN (p=37.35%) [2025-10-09T22:49:02.578985] [INFO ] [FORECASTER] Completed predict_future for INGM [2025-10-09T22:49:02.579118] [INFO ] [sig ] INGM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:02.725352] [INFO ] [LOCAL ] Saved forecast: INGM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/INGM.txt [2025-10-09T22:49:02.725577] [WARN ] [sig ] [1046/2211] Failed INGM after 0.2s | 4.37 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:02.725679] [INFO ] [sig ] [1047/2211] Forecasting INGR... [2025-10-09T22:49:02.725730] [INFO ] [sig ] Generating forecast for: INGR [2025-10-09T22:49:02.725764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INGR' from 'https://tdm.silogroup.org/data/derivative_storage/INGR.csv'. [2025-10-09T22:49:02.735382] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INGR'. [2025-10-09T22:49:02.735701] [INFO ] [FORECASTER] Starting predict_future for INGR [2025-10-09T22:49:02.761159] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:02.761884] [DEBUG] [LOCAL ] No optimal features file found for INGR: ./output/feature-sets/INGR.txt [2025-10-09T22:49:02.761940] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:02.761973] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:02.762001] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:02.762058] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:02.788812] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:02.790025] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:02.790139] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:02.790196] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:02.831391] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:02.831561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:02.831604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:02.831634] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:02.835347] [DEBUG] [FORECASTER] INGR: Forecast T+1@11:T+2@11: UP (p=85.80%) [2025-10-09T22:49:02.835623] [INFO ] [FORECASTER] Completed predict_future for INGR [2025-10-09T22:49:02.835791] [INFO ] [sig ] INGR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:02.977621] [INFO ] [LOCAL ] Saved forecast: INGR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/INGR.txt [2025-10-09T22:49:02.977868] [WARN ] [sig ] [1047/2211] Failed INGR after 0.3s | 4.37 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:02.977943] [INFO ] [sig ] [1048/2211] Forecasting INN... [2025-10-09T22:49:02.977982] [INFO ] [sig ] Generating forecast for: INN [2025-10-09T22:49:02.978013] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INN' from 'https://tdm.silogroup.org/data/derivative_storage/INN.csv'. [2025-10-09T22:49:02.987711] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INN'. [2025-10-09T22:49:02.987991] [INFO ] [FORECASTER] Starting predict_future for INN [2025-10-09T22:49:03.013267] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:03.013999] [DEBUG] [LOCAL ] No optimal features file found for INN: ./output/feature-sets/INN.txt [2025-10-09T22:49:03.014054] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:03.014089] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:03.014117] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:03.014174] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:03.031416] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:03.031989] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:03.032075] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:03.032127] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:03.067181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:03.067282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:03.067318] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:03.067348] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:03.074129] [DEBUG] [FORECASTER] INN: Forecast T+1@11:T+2@11: UP (p=61.17%) [2025-10-09T22:49:03.074476] [INFO ] [FORECASTER] Completed predict_future for INN [2025-10-09T22:49:03.074623] [INFO ] [sig ] INN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:03.224617] [INFO ] [LOCAL ] Saved forecast: INN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/INN.txt [2025-10-09T22:49:03.224882] [WARN ] [sig ] [1048/2211] Failed INN after 0.2s | 4.37 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:03.224971] [INFO ] [sig ] [1049/2211] Forecasting INSP... [2025-10-09T22:49:03.225012] [INFO ] [sig ] Generating forecast for: INSP [2025-10-09T22:49:03.225044] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INSP' from 'https://tdm.silogroup.org/data/derivative_storage/INSP.csv'. [2025-10-09T22:49:03.235085] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INSP'. [2025-10-09T22:49:03.235380] [INFO ] [FORECASTER] Starting predict_future for INSP [2025-10-09T22:49:03.261695] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:03.262549] [DEBUG] [LOCAL ] No optimal features file found for INSP: ./output/feature-sets/INSP.txt [2025-10-09T22:49:03.262610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:03.262720] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:03.262758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:03.262825] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:03.281383] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:03.282027] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:03.282114] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:03.282149] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:03.320723] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:03.320833] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:03.320871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:03.320906] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:03.324279] [DEBUG] [FORECASTER] INSP: Forecast T+1@11:T+2@11: DOWN (p=4.52%) [2025-10-09T22:49:03.324568] [INFO ] [FORECASTER] Completed predict_future for INSP [2025-10-09T22:49:03.324738] [INFO ] [sig ] INSP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:03.470204] [INFO ] [LOCAL ] Saved forecast: INSP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/INSP.txt [2025-10-09T22:49:03.470442] [WARN ] [sig ] [1049/2211] Failed INSP after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:03.470519] [INFO ] [sig ] [1050/2211] Forecasting INSW... [2025-10-09T22:49:03.470561] [INFO ] [sig ] Generating forecast for: INSW [2025-10-09T22:49:03.470593] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INSW' from 'https://tdm.silogroup.org/data/derivative_storage/INSW.csv'. [2025-10-09T22:49:03.481143] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INSW'. [2025-10-09T22:49:03.481472] [INFO ] [FORECASTER] Starting predict_future for INSW [2025-10-09T22:49:03.507378] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:03.508188] [DEBUG] [LOCAL ] No optimal features file found for INSW: ./output/feature-sets/INSW.txt [2025-10-09T22:49:03.508261] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:03.508297] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:03.508325] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:03.508381] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:03.525898] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:03.526456] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:03.526542] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:03.526576] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:03.563569] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:03.563690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:03.563743] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:03.563774] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:03.566952] [DEBUG] [FORECASTER] INSW: Forecast T+1@11:T+2@11: UP (p=86.48%) [2025-10-09T22:49:03.567224] [INFO ] [FORECASTER] Completed predict_future for INSW [2025-10-09T22:49:03.567359] [INFO ] [sig ] INSW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:03.716314] [INFO ] [LOCAL ] Saved forecast: INSW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/INSW.txt [2025-10-09T22:49:03.716549] [WARN ] [sig ] [1050/2211] Failed INSW after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:03.716625] [INFO ] [sig ] [1051/2211] Forecasting INVH... [2025-10-09T22:49:03.716700] [INFO ] [sig ] Generating forecast for: INVH [2025-10-09T22:49:03.716742] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INVH' from 'https://tdm.silogroup.org/data/derivative_storage/INVH.csv'. [2025-10-09T22:49:03.727264] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INVH'. [2025-10-09T22:49:03.727562] [INFO ] [FORECASTER] Starting predict_future for INVH [2025-10-09T22:49:03.756492] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:03.757271] [DEBUG] [LOCAL ] No optimal features file found for INVH: ./output/feature-sets/INVH.txt [2025-10-09T22:49:03.757328] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:03.757364] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:03.757392] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:03.757450] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:03.775300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:03.775923] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:03.776011] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:03.776046] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:03.814727] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:03.814819] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:03.814856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:03.814885] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:03.817980] [DEBUG] [FORECASTER] INVH: Forecast T+1@11:T+2@11: UP (p=87.41%) [2025-10-09T22:49:03.818249] [INFO ] [FORECASTER] Completed predict_future for INVH [2025-10-09T22:49:03.818390] [INFO ] [sig ] INVH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:03.962470] [INFO ] [LOCAL ] Saved forecast: INVH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/INVH.txt [2025-10-09T22:49:03.962713] [WARN ] [sig ] [1051/2211] Failed INVH after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:03.962795] [INFO ] [sig ] [1052/2211] Forecasting INVX... [2025-10-09T22:49:03.962835] [INFO ] [sig ] Generating forecast for: INVX [2025-10-09T22:49:03.962878] [DEBUG] [REMOTE ] Fetching historical data for symbol 'INVX' from 'https://tdm.silogroup.org/data/derivative_storage/INVX.csv'. [2025-10-09T22:49:03.973402] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'INVX'. [2025-10-09T22:49:03.973788] [INFO ] [FORECASTER] Starting predict_future for INVX [2025-10-09T22:49:03.999784] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:04.000562] [DEBUG] [LOCAL ] No optimal features file found for INVX: ./output/feature-sets/INVX.txt [2025-10-09T22:49:04.000617] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:04.000679] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:04.000726] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:04.000786] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:04.019634] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:04.020620] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:04.020746] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:04.020788] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:04.057332] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:04.057529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:04.057577] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:04.058131] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:04.062274] [DEBUG] [FORECASTER] INVX: Forecast T+1@11:T+2@11: UP (p=63.49%) [2025-10-09T22:49:04.062573] [INFO ] [FORECASTER] Completed predict_future for INVX [2025-10-09T22:49:04.062753] [INFO ] [sig ] INVX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:04.228067] [INFO ] [LOCAL ] Saved forecast: INVX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/INVX.txt [2025-10-09T22:49:04.228385] [WARN ] [sig ] [1052/2211] Failed INVX after 0.3s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:04.228472] [INFO ] [sig ] [1053/2211] Forecasting IONQ... [2025-10-09T22:49:04.228513] [INFO ] [sig ] Generating forecast for: IONQ [2025-10-09T22:49:04.228547] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IONQ' from 'https://tdm.silogroup.org/data/derivative_storage/IONQ.csv'. [2025-10-09T22:49:04.240270] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IONQ'. [2025-10-09T22:49:04.240621] [INFO ] [FORECASTER] Starting predict_future for IONQ [2025-10-09T22:49:04.269040] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:04.269967] [DEBUG] [LOCAL ] No optimal features file found for IONQ: ./output/feature-sets/IONQ.txt [2025-10-09T22:49:04.270047] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:04.270121] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:04.270194] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:04.270311] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:04.289497] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:04.290282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:04.290375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:04.290412] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:04.332052] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:04.332233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:04.332277] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:04.332307] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:04.335951] [DEBUG] [FORECASTER] IONQ: Forecast T+1@11:T+2@11: UP (p=82.83%) [2025-10-09T22:49:04.336274] [INFO ] [FORECASTER] Completed predict_future for IONQ [2025-10-09T22:49:04.336417] [INFO ] [sig ] IONQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:04.481973] [INFO ] [LOCAL ] Saved forecast: IONQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IONQ.txt [2025-10-09T22:49:04.482228] [WARN ] [sig ] [1053/2211] Failed IONQ after 0.3s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:04.482308] [INFO ] [sig ] [1054/2211] Forecasting IOT... [2025-10-09T22:49:04.482348] [INFO ] [sig ] Generating forecast for: IOT [2025-10-09T22:49:04.482378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IOT' from 'https://tdm.silogroup.org/data/derivative_storage/IOT.csv'. [2025-10-09T22:49:04.492948] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IOT'. [2025-10-09T22:49:04.493247] [INFO ] [FORECASTER] Starting predict_future for IOT [2025-10-09T22:49:04.518493] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:04.519206] [DEBUG] [LOCAL ] No optimal features file found for IOT: ./output/feature-sets/IOT.txt [2025-10-09T22:49:04.519261] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:04.519294] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:04.519322] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:04.519379] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:04.537077] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:04.537740] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:04.537825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:04.537861] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:04.573673] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:04.573756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:04.573791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:04.573819] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:04.576866] [DEBUG] [FORECASTER] IOT: Forecast T+1@11:T+2@11: DOWN (p=48.98%) [2025-10-09T22:49:04.577130] [INFO ] [FORECASTER] Completed predict_future for IOT [2025-10-09T22:49:04.577255] [INFO ] [sig ] IOT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:04.719747] [INFO ] [LOCAL ] Saved forecast: IOT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IOT.txt [2025-10-09T22:49:04.719963] [WARN ] [sig ] [1054/2211] Failed IOT after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:04.720038] [INFO ] [sig ] [1055/2211] Forecasting IP... [2025-10-09T22:49:04.720076] [INFO ] [sig ] Generating forecast for: IP [2025-10-09T22:49:04.720107] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IP' from 'https://tdm.silogroup.org/data/derivative_storage/IP.csv'. [2025-10-09T22:49:04.729807] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IP'. [2025-10-09T22:49:04.730103] [INFO ] [FORECASTER] Starting predict_future for IP [2025-10-09T22:49:04.756130] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:04.756936] [DEBUG] [LOCAL ] No optimal features file found for IP: ./output/feature-sets/IP.txt [2025-10-09T22:49:04.756991] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:04.757024] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:04.757052] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:04.757108] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:04.774545] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:04.775127] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:04.775211] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:04.775266] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:04.811248] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:04.811345] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:04.811381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:04.811409] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:04.814633] [DEBUG] [FORECASTER] IP: Forecast T+1@11:T+2@11: DOWN (p=0.99%) [2025-10-09T22:49:04.814924] [INFO ] [FORECASTER] Completed predict_future for IP [2025-10-09T22:49:04.815053] [INFO ] [sig ] IP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:04.958072] [INFO ] [LOCAL ] Saved forecast: IP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IP.txt [2025-10-09T22:49:04.958282] [WARN ] [sig ] [1055/2211] Failed IP after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:04.958358] [INFO ] [sig ] [1056/2211] Forecasting IPG... [2025-10-09T22:49:04.958397] [INFO ] [sig ] Generating forecast for: IPG [2025-10-09T22:49:04.958427] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IPG' from 'https://tdm.silogroup.org/data/derivative_storage/IPG.csv'. [2025-10-09T22:49:04.968085] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'IPG'. [2025-10-09T22:49:04.968406] [INFO ] [FORECASTER] Starting predict_future for IPG [2025-10-09T22:49:04.998278] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:04.999098] [DEBUG] [LOCAL ] No optimal features file found for IPG: ./output/feature-sets/IPG.txt [2025-10-09T22:49:04.999156] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:04.999204] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:04.999256] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:04.999317] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:05.016848] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:05.017444] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:05.017569] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:05.017661] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:05.052836] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:05.052920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:05.052956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:05.052984] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:05.056067] [DEBUG] [FORECASTER] IPG: Forecast T+1@11:T+2@11: DOWN (p=5.61%) [2025-10-09T22:49:05.056323] [INFO ] [FORECASTER] Completed predict_future for IPG [2025-10-09T22:49:05.056449] [INFO ] [sig ] IPG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:05.198840] [INFO ] [LOCAL ] Saved forecast: IPG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IPG.txt [2025-10-09T22:49:05.199086] [WARN ] [sig ] [1056/2211] Failed IPG after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:05.199167] [INFO ] [sig ] [1057/2211] Forecasting IPI... [2025-10-09T22:49:05.199206] [INFO ] [sig ] Generating forecast for: IPI [2025-10-09T22:49:05.199245] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IPI' from 'https://tdm.silogroup.org/data/derivative_storage/IPI.csv'. [2025-10-09T22:49:05.209965] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IPI'. [2025-10-09T22:49:05.210258] [INFO ] [FORECASTER] Starting predict_future for IPI [2025-10-09T22:49:05.236587] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:05.237371] [DEBUG] [LOCAL ] No optimal features file found for IPI: ./output/feature-sets/IPI.txt [2025-10-09T22:49:05.237447] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:05.237483] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:05.237511] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:05.237567] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:05.255607] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:05.256190] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:05.256271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:05.256305] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:05.290632] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:05.290794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:05.290836] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:05.290866] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:05.294371] [DEBUG] [FORECASTER] IPI: Forecast T+1@11:T+2@11: DOWN (p=4.48%) [2025-10-09T22:49:05.294751] [INFO ] [FORECASTER] Completed predict_future for IPI [2025-10-09T22:49:05.294901] [INFO ] [sig ] IPI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:05.447411] [INFO ] [LOCAL ] Saved forecast: IPI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IPI.txt [2025-10-09T22:49:05.447712] [WARN ] [sig ] [1057/2211] Failed IPI after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:05.447803] [INFO ] [sig ] [1058/2211] Forecasting IQI... [2025-10-09T22:49:05.447860] [INFO ] [sig ] Generating forecast for: IQI [2025-10-09T22:49:05.447896] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IQI' from 'https://tdm.silogroup.org/data/derivative_storage/IQI.csv'. [2025-10-09T22:49:05.458558] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IQI'. [2025-10-09T22:49:05.459110] [INFO ] [FORECASTER] Starting predict_future for IQI [2025-10-09T22:49:05.485608] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:05.486518] [DEBUG] [LOCAL ] No optimal features file found for IQI: ./output/feature-sets/IQI.txt [2025-10-09T22:49:05.486576] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:05.486612] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:05.486662] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:05.486750] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:05.505008] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:05.506027] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:05.506160] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:05.506197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:05.549983] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:05.550181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:05.550224] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:05.550252] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:05.553828] [DEBUG] [FORECASTER] IQI: Forecast T+1@11:T+2@11: UP (p=57.38%) [2025-10-09T22:49:05.554116] [INFO ] [FORECASTER] Completed predict_future for IQI [2025-10-09T22:49:05.554251] [INFO ] [sig ] IQI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:05.697149] [INFO ] [LOCAL ] Saved forecast: IQI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IQI.txt [2025-10-09T22:49:05.697354] [WARN ] [sig ] [1058/2211] Failed IQI after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:05.697428] [INFO ] [sig ] [1059/2211] Forecasting IQV... [2025-10-09T22:49:05.697467] [INFO ] [sig ] Generating forecast for: IQV [2025-10-09T22:49:05.697497] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IQV' from 'https://tdm.silogroup.org/data/derivative_storage/IQV.csv'. [2025-10-09T22:49:05.707832] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'IQV'. [2025-10-09T22:49:05.708156] [INFO ] [FORECASTER] Starting predict_future for IQV [2025-10-09T22:49:05.733610] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:05.734373] [DEBUG] [LOCAL ] No optimal features file found for IQV: ./output/feature-sets/IQV.txt [2025-10-09T22:49:05.734428] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:05.734461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:05.734490] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:05.734547] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:05.752080] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:05.752619] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:05.752727] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:05.752814] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:05.788385] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:05.788478] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:05.788516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:05.788544] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:05.791824] [DEBUG] [FORECASTER] IQV: Forecast T+1@11:T+2@11: UP (p=56.49%) [2025-10-09T22:49:05.792089] [INFO ] [FORECASTER] Completed predict_future for IQV [2025-10-09T22:49:05.792214] [INFO ] [sig ] IQV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:05.934541] [INFO ] [LOCAL ] Saved forecast: IQV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IQV.txt [2025-10-09T22:49:05.934800] [WARN ] [sig ] [1059/2211] Failed IQV after 0.2s | 4.36 sym/s | Total: 4.0m | ETA: 4.4m [2025-10-09T22:49:05.934881] [INFO ] [sig ] [1060/2211] Forecasting IR... [2025-10-09T22:49:05.934920] [INFO ] [sig ] Generating forecast for: IR [2025-10-09T22:49:05.934951] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IR' from 'https://tdm.silogroup.org/data/derivative_storage/IR.csv'. [2025-10-09T22:49:05.944265] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IR'. [2025-10-09T22:49:05.944550] [INFO ] [FORECASTER] Starting predict_future for IR [2025-10-09T22:49:05.969827] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:05.970504] [DEBUG] [LOCAL ] No optimal features file found for IR: ./output/feature-sets/IR.txt [2025-10-09T22:49:05.970558] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:05.970591] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:05.970618] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:05.970703] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:05.988321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:05.988898] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:05.988980] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:05.989013] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:06.030896] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:06.030980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:06.031017] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:06.031045] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:06.034471] [DEBUG] [FORECASTER] IR: Forecast T+1@11:T+2@11: DOWN (p=16.94%) [2025-10-09T22:49:06.034834] [INFO ] [FORECASTER] Completed predict_future for IR [2025-10-09T22:49:06.035024] [INFO ] [sig ] IR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:06.178379] [INFO ] [LOCAL ] Saved forecast: IR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IR.txt [2025-10-09T22:49:06.178714] [WARN ] [sig ] [1060/2211] Failed IR after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:06.178794] [INFO ] [sig ] [1061/2211] Forecasting IRM... [2025-10-09T22:49:06.178833] [INFO ] [sig ] Generating forecast for: IRM [2025-10-09T22:49:06.178864] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IRM' from 'https://tdm.silogroup.org/data/derivative_storage/IRM.csv'. [2025-10-09T22:49:06.188877] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IRM'. [2025-10-09T22:49:06.189150] [INFO ] [FORECASTER] Starting predict_future for IRM [2025-10-09T22:49:06.214296] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:06.215043] [DEBUG] [LOCAL ] No optimal features file found for IRM: ./output/feature-sets/IRM.txt [2025-10-09T22:49:06.215098] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:06.215131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:06.215158] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:06.215215] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:06.232545] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:06.233114] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:06.233195] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:06.233227] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:06.267900] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:06.267977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:06.268015] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:06.268043] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:06.271065] [DEBUG] [FORECASTER] IRM: Forecast T+1@11:T+2@11: DOWN (p=0.93%) [2025-10-09T22:49:06.271319] [INFO ] [FORECASTER] Completed predict_future for IRM [2025-10-09T22:49:06.271447] [INFO ] [sig ] IRM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:06.414201] [INFO ] [LOCAL ] Saved forecast: IRM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IRM.txt [2025-10-09T22:49:06.414438] [WARN ] [sig ] [1061/2211] Failed IRM after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:06.414516] [INFO ] [sig ] [1062/2211] Forecasting IRS... [2025-10-09T22:49:06.414554] [INFO ] [sig ] Generating forecast for: IRS [2025-10-09T22:49:06.414585] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IRS' from 'https://tdm.silogroup.org/data/derivative_storage/IRS.csv'. [2025-10-09T22:49:06.425257] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IRS'. [2025-10-09T22:49:06.425689] [INFO ] [FORECASTER] Starting predict_future for IRS [2025-10-09T22:49:06.451758] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:06.452547] [DEBUG] [LOCAL ] No optimal features file found for IRS: ./output/feature-sets/IRS.txt [2025-10-09T22:49:06.452606] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:06.452662] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:06.452717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:06.452778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:06.472263] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:06.473362] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:06.473479] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:06.473548] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:06.521580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:06.521786] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:06.521840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:06.521871] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:06.525971] [DEBUG] [FORECASTER] IRS: Forecast T+1@11:T+2@11: DOWN (p=15.62%) [2025-10-09T22:49:06.526322] [INFO ] [FORECASTER] Completed predict_future for IRS [2025-10-09T22:49:06.526472] [INFO ] [sig ] IRS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:06.674230] [INFO ] [LOCAL ] Saved forecast: IRS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IRS.txt [2025-10-09T22:49:06.674470] [WARN ] [sig ] [1062/2211] Failed IRS after 0.3s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:06.674547] [INFO ] [sig ] [1063/2211] Forecasting IRT... [2025-10-09T22:49:06.674601] [INFO ] [sig ] Generating forecast for: IRT [2025-10-09T22:49:06.674633] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IRT' from 'https://tdm.silogroup.org/data/derivative_storage/IRT.csv'. [2025-10-09T22:49:06.684979] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IRT'. [2025-10-09T22:49:06.685270] [INFO ] [FORECASTER] Starting predict_future for IRT [2025-10-09T22:49:06.710476] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:06.711193] [DEBUG] [LOCAL ] No optimal features file found for IRT: ./output/feature-sets/IRT.txt [2025-10-09T22:49:06.711248] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:06.711281] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:06.711308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:06.711363] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:06.728610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:06.729199] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:06.729282] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:06.729315] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:06.768544] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:06.768671] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:06.768727] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:06.768759] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:06.771929] [DEBUG] [FORECASTER] IRT: Forecast T+1@11:T+2@11: UP (p=87.55%) [2025-10-09T22:49:06.772198] [INFO ] [FORECASTER] Completed predict_future for IRT [2025-10-09T22:49:06.772325] [INFO ] [sig ] IRT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:06.921674] [INFO ] [LOCAL ] Saved forecast: IRT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IRT.txt [2025-10-09T22:49:06.921980] [WARN ] [sig ] [1063/2211] Failed IRT after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:06.922065] [INFO ] [sig ] [1064/2211] Forecasting ISD... [2025-10-09T22:49:06.922105] [INFO ] [sig ] Generating forecast for: ISD [2025-10-09T22:49:06.922136] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ISD' from 'https://tdm.silogroup.org/data/derivative_storage/ISD.csv'. [2025-10-09T22:49:06.933544] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ISD'. [2025-10-09T22:49:06.933961] [INFO ] [FORECASTER] Starting predict_future for ISD [2025-10-09T22:49:06.959896] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:06.960687] [DEBUG] [LOCAL ] No optimal features file found for ISD: ./output/feature-sets/ISD.txt [2025-10-09T22:49:06.960747] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:06.960822] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:06.960871] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:06.960936] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:06.978690] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:06.979349] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:06.979458] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:06.979514] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:07.022692] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:07.022881] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:07.022925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:07.022955] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:07.026534] [DEBUG] [FORECASTER] ISD: Forecast T+1@11:T+2@11: DOWN (p=41.47%) [2025-10-09T22:49:07.026859] [INFO ] [FORECASTER] Completed predict_future for ISD [2025-10-09T22:49:07.027008] [INFO ] [sig ] ISD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:07.179506] [INFO ] [LOCAL ] Saved forecast: ISD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ISD.txt [2025-10-09T22:49:07.179818] [WARN ] [sig ] [1064/2211] Failed ISD after 0.3s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:07.179901] [INFO ] [sig ] [1065/2211] Forecasting IT... [2025-10-09T22:49:07.179941] [INFO ] [sig ] Generating forecast for: IT [2025-10-09T22:49:07.179974] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IT' from 'https://tdm.silogroup.org/data/derivative_storage/IT.csv'. [2025-10-09T22:49:07.190170] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'IT'. [2025-10-09T22:49:07.190451] [INFO ] [FORECASTER] Starting predict_future for IT [2025-10-09T22:49:07.215740] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:07.216410] [DEBUG] [LOCAL ] No optimal features file found for IT: ./output/feature-sets/IT.txt [2025-10-09T22:49:07.216464] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:07.216496] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:07.216524] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:07.216580] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:07.233944] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:07.234477] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:07.234560] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:07.234593] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:07.272273] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:07.272351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:07.272386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:07.272414] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:07.275462] [DEBUG] [FORECASTER] IT: Forecast T+1@11:T+2@11: DOWN (p=38.97%) [2025-10-09T22:49:07.275759] [INFO ] [FORECASTER] Completed predict_future for IT [2025-10-09T22:49:07.275894] [INFO ] [sig ] IT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:07.425328] [INFO ] [LOCAL ] Saved forecast: IT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IT.txt [2025-10-09T22:49:07.425599] [WARN ] [sig ] [1065/2211] Failed IT after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:07.425698] [INFO ] [sig ] [1066/2211] Forecasting ITGR... [2025-10-09T22:49:07.425743] [INFO ] [sig ] Generating forecast for: ITGR [2025-10-09T22:49:07.425775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITGR' from 'https://tdm.silogroup.org/data/derivative_storage/ITGR.csv'. [2025-10-09T22:49:07.436376] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ITGR'. [2025-10-09T22:49:07.436709] [INFO ] [FORECASTER] Starting predict_future for ITGR [2025-10-09T22:49:07.462313] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:07.463097] [DEBUG] [LOCAL ] No optimal features file found for ITGR: ./output/feature-sets/ITGR.txt [2025-10-09T22:49:07.463154] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:07.463187] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:07.463267] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:07.463336] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:07.480872] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:07.481443] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:07.481523] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:07.481556] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:07.515235] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:07.515312] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:07.515347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:07.515375] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:07.518430] [DEBUG] [FORECASTER] ITGR: Forecast T+1@11:T+2@11: UP (p=83.44%) [2025-10-09T22:49:07.518716] [INFO ] [FORECASTER] Completed predict_future for ITGR [2025-10-09T22:49:07.518851] [INFO ] [sig ] ITGR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:07.662638] [INFO ] [LOCAL ] Saved forecast: ITGR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ITGR.txt [2025-10-09T22:49:07.662912] [WARN ] [sig ] [1066/2211] Failed ITGR after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:07.662988] [INFO ] [sig ] [1067/2211] Forecasting ITT... [2025-10-09T22:49:07.663027] [INFO ] [sig ] Generating forecast for: ITT [2025-10-09T22:49:07.663058] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITT' from 'https://tdm.silogroup.org/data/derivative_storage/ITT.csv'. [2025-10-09T22:49:07.672895] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ITT'. [2025-10-09T22:49:07.673171] [INFO ] [FORECASTER] Starting predict_future for ITT [2025-10-09T22:49:07.699010] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:07.699734] [DEBUG] [LOCAL ] No optimal features file found for ITT: ./output/feature-sets/ITT.txt [2025-10-09T22:49:07.699791] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:07.699825] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:07.699852] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:07.699908] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:07.717719] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:07.718493] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:07.718581] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:07.718616] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:07.753220] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:07.753308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:07.753346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:07.753374] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:07.756517] [DEBUG] [FORECASTER] ITT: Forecast T+1@11:T+2@11: DOWN (p=1.93%) [2025-10-09T22:49:07.756827] [INFO ] [FORECASTER] Completed predict_future for ITT [2025-10-09T22:49:07.756988] [INFO ] [sig ] ITT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:07.913350] [INFO ] [LOCAL ] Saved forecast: ITT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ITT.txt [2025-10-09T22:49:07.913730] [WARN ] [sig ] [1067/2211] Failed ITT after 0.3s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:07.913827] [INFO ] [sig ] [1068/2211] Forecasting ITUB... [2025-10-09T22:49:07.913889] [INFO ] [sig ] Generating forecast for: ITUB [2025-10-09T22:49:07.913927] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITUB' from 'https://tdm.silogroup.org/data/derivative_storage/ITUB.csv'. [2025-10-09T22:49:07.924434] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ITUB'. [2025-10-09T22:49:07.924768] [INFO ] [FORECASTER] Starting predict_future for ITUB [2025-10-09T22:49:07.952620] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:07.953394] [DEBUG] [LOCAL ] No optimal features file found for ITUB: ./output/feature-sets/ITUB.txt [2025-10-09T22:49:07.953450] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:07.953493] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:07.953547] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:07.953609] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:07.971869] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:07.972545] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:07.972711] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:07.972767] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:08.007847] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:08.007957] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:08.007994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:08.008023] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:08.011257] [DEBUG] [FORECASTER] ITUB: Forecast T+1@11:T+2@11: UP (p=96.36%) [2025-10-09T22:49:08.011534] [INFO ] [FORECASTER] Completed predict_future for ITUB [2025-10-09T22:49:08.011688] [INFO ] [sig ] ITUB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:08.158748] [INFO ] [LOCAL ] Saved forecast: ITUB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ITUB.txt [2025-10-09T22:49:08.159019] [WARN ] [sig ] [1068/2211] Failed ITUB after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:08.159101] [INFO ] [sig ] [1069/2211] Forecasting ITW... [2025-10-09T22:49:08.159141] [INFO ] [sig ] Generating forecast for: ITW [2025-10-09T22:49:08.159173] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ITW' from 'https://tdm.silogroup.org/data/derivative_storage/ITW.csv'. [2025-10-09T22:49:08.168792] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ITW'. [2025-10-09T22:49:08.169073] [INFO ] [FORECASTER] Starting predict_future for ITW [2025-10-09T22:49:08.195686] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:08.196515] [DEBUG] [LOCAL ] No optimal features file found for ITW: ./output/feature-sets/ITW.txt [2025-10-09T22:49:08.196572] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:08.196606] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:08.196634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:08.196733] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:08.215718] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:08.216264] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:08.216348] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:08.216384] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:08.250309] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:08.250400] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:08.250436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:08.250465] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:08.253669] [DEBUG] [FORECASTER] ITW: Forecast T+1@11:T+2@11: DOWN (p=5.02%) [2025-10-09T22:49:08.254005] [INFO ] [FORECASTER] Completed predict_future for ITW [2025-10-09T22:49:08.254148] [INFO ] [sig ] ITW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:08.397883] [INFO ] [LOCAL ] Saved forecast: ITW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ITW.txt [2025-10-09T22:49:08.398133] [WARN ] [sig ] [1069/2211] Failed ITW after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:08.398211] [INFO ] [sig ] [1070/2211] Forecasting IVR... [2025-10-09T22:49:08.398251] [INFO ] [sig ] Generating forecast for: IVR [2025-10-09T22:49:08.398281] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IVR' from 'https://tdm.silogroup.org/data/derivative_storage/IVR.csv'. [2025-10-09T22:49:08.409027] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IVR'. [2025-10-09T22:49:08.409371] [INFO ] [FORECASTER] Starting predict_future for IVR [2025-10-09T22:49:08.434817] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:08.435519] [DEBUG] [LOCAL ] No optimal features file found for IVR: ./output/feature-sets/IVR.txt [2025-10-09T22:49:08.435573] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:08.435606] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:08.435634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:08.435732] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:08.453803] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:08.454383] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:08.454469] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:08.454504] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:08.490064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:08.490188] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:08.490226] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:08.490255] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:08.493429] [DEBUG] [FORECASTER] IVR: Forecast T+1@11:T+2@11: UP (p=61.90%) [2025-10-09T22:49:08.493733] [INFO ] [FORECASTER] Completed predict_future for IVR [2025-10-09T22:49:08.493882] [INFO ] [sig ] IVR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:08.658348] [INFO ] [LOCAL ] Saved forecast: IVR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IVR.txt [2025-10-09T22:49:08.658614] [WARN ] [sig ] [1070/2211] Failed IVR after 0.3s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:08.658713] [INFO ] [sig ] [1071/2211] Forecasting IVT... [2025-10-09T22:49:08.658752] [INFO ] [sig ] Generating forecast for: IVT [2025-10-09T22:49:08.658784] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IVT' from 'https://tdm.silogroup.org/data/derivative_storage/IVT.csv'. [2025-10-09T22:49:08.668702] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IVT'. [2025-10-09T22:49:08.668980] [INFO ] [FORECASTER] Starting predict_future for IVT [2025-10-09T22:49:08.694138] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:08.694874] [DEBUG] [LOCAL ] No optimal features file found for IVT: ./output/feature-sets/IVT.txt [2025-10-09T22:49:08.694929] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:08.694979] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:08.695008] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:08.695066] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:08.712303] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:08.712899] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:08.712981] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:08.713014] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:08.749597] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:08.749798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:08.749861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:08.749916] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:08.753505] [DEBUG] [FORECASTER] IVT: Forecast T+1@11:T+2@11: DOWN (p=25.02%) [2025-10-09T22:49:08.753871] [INFO ] [FORECASTER] Completed predict_future for IVT [2025-10-09T22:49:08.754010] [INFO ] [sig ] IVT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:08.900319] [INFO ] [LOCAL ] Saved forecast: IVT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IVT.txt [2025-10-09T22:49:08.900622] [WARN ] [sig ] [1071/2211] Failed IVT after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:08.900716] [INFO ] [sig ] [1072/2211] Forecasting IVZ... [2025-10-09T22:49:08.900756] [INFO ] [sig ] Generating forecast for: IVZ [2025-10-09T22:49:08.900788] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IVZ' from 'https://tdm.silogroup.org/data/derivative_storage/IVZ.csv'. [2025-10-09T22:49:08.910266] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IVZ'. [2025-10-09T22:49:08.910557] [INFO ] [FORECASTER] Starting predict_future for IVZ [2025-10-09T22:49:08.936468] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:08.937213] [DEBUG] [LOCAL ] No optimal features file found for IVZ: ./output/feature-sets/IVZ.txt [2025-10-09T22:49:08.937267] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:08.937300] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:08.937327] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:08.937382] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:08.956452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:08.957166] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:08.957255] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:08.957291] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:08.989603] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:08.989727] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:08.989774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:08.989803] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:08.992951] [DEBUG] [FORECASTER] IVZ: Forecast T+1@11:T+2@11: UP (p=87.98%) [2025-10-09T22:49:08.993249] [INFO ] [FORECASTER] Completed predict_future for IVZ [2025-10-09T22:49:08.993400] [INFO ] [sig ] IVZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:09.137363] [INFO ] [LOCAL ] Saved forecast: IVZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/IVZ.txt [2025-10-09T22:49:09.137607] [WARN ] [sig ] [1072/2211] Failed IVZ after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:09.137709] [INFO ] [sig ] [1073/2211] Forecasting IX... [2025-10-09T22:49:09.137749] [INFO ] [sig ] Generating forecast for: IX [2025-10-09T22:49:09.137782] [DEBUG] [REMOTE ] Fetching historical data for symbol 'IX' from 'https://tdm.silogroup.org/data/derivative_storage/IX.csv'. [2025-10-09T22:49:09.147618] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'IX'. [2025-10-09T22:49:09.147932] [INFO ] [FORECASTER] Starting predict_future for IX [2025-10-09T22:49:09.173514] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:09.174361] [DEBUG] [LOCAL ] No optimal features file found for IX: ./output/feature-sets/IX.txt [2025-10-09T22:49:09.174419] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:09.174453] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:09.174480] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:09.174537] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:09.192530] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:09.193120] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:09.193206] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:09.193240] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:09.224266] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:09.224389] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:09.224428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:09.224457] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:09.227941] [DEBUG] [FORECASTER] IX: Forecast T+1@11:T+2@11: DOWN (p=11.92%) [2025-10-09T22:49:09.228218] [INFO ] [FORECASTER] Completed predict_future for IX [2025-10-09T22:49:09.228350] [INFO ] [sig ] IX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:09.372948] [INFO ] [LOCAL ] Saved forecast: IX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/IX.txt [2025-10-09T22:49:09.373173] [WARN ] [sig ] [1073/2211] Failed IX after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.4m [2025-10-09T22:49:09.373250] [INFO ] [sig ] [1074/2211] Forecasting J... [2025-10-09T22:49:09.373290] [INFO ] [sig ] Generating forecast for: J [2025-10-09T22:49:09.373322] [DEBUG] [REMOTE ] Fetching historical data for symbol 'J' from 'https://tdm.silogroup.org/data/derivative_storage/J.csv'. [2025-10-09T22:49:09.383423] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'J'. [2025-10-09T22:49:09.383747] [INFO ] [FORECASTER] Starting predict_future for J [2025-10-09T22:49:09.409117] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:09.409832] [DEBUG] [LOCAL ] No optimal features file found for J: ./output/feature-sets/J.txt [2025-10-09T22:49:09.409886] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:09.409919] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:09.409946] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:09.410003] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:09.427221] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:09.427857] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:09.427941] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:09.427974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:09.460024] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:09.460119] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:09.460155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:09.460183] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:09.463344] [DEBUG] [FORECASTER] J: Forecast T+1@11:T+2@11: UP (p=99.46%) [2025-10-09T22:49:09.463606] [INFO ] [FORECASTER] Completed predict_future for J [2025-10-09T22:49:09.463769] [INFO ] [sig ] J: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:09.611997] [INFO ] [LOCAL ] Saved forecast: J 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/J.txt [2025-10-09T22:49:09.612272] [WARN ] [sig ] [1074/2211] Failed J after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:09.612350] [INFO ] [sig ] [1075/2211] Forecasting JBGS... [2025-10-09T22:49:09.612390] [INFO ] [sig ] Generating forecast for: JBGS [2025-10-09T22:49:09.612437] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBGS' from 'https://tdm.silogroup.org/data/derivative_storage/JBGS.csv'. [2025-10-09T22:49:09.623208] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JBGS'. [2025-10-09T22:49:09.623546] [INFO ] [FORECASTER] Starting predict_future for JBGS [2025-10-09T22:49:09.649925] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:09.650638] [DEBUG] [LOCAL ] No optimal features file found for JBGS: ./output/feature-sets/JBGS.txt [2025-10-09T22:49:09.650720] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:09.650756] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:09.650783] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:09.650839] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:09.669026] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:09.669595] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:09.669704] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:09.669752] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:09.704181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:09.704266] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:09.704302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:09.704329] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:09.707675] [DEBUG] [FORECASTER] JBGS: Forecast T+1@11:T+2@11: UP (p=98.96%) [2025-10-09T22:49:09.707953] [INFO ] [FORECASTER] Completed predict_future for JBGS [2025-10-09T22:49:09.708087] [INFO ] [sig ] JBGS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:09.853389] [INFO ] [LOCAL ] Saved forecast: JBGS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JBGS.txt [2025-10-09T22:49:09.853598] [WARN ] [sig ] [1075/2211] Failed JBGS after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:09.853694] [INFO ] [sig ] [1076/2211] Forecasting JBI... [2025-10-09T22:49:09.853739] [INFO ] [sig ] Generating forecast for: JBI [2025-10-09T22:49:09.853771] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBI' from 'https://tdm.silogroup.org/data/derivative_storage/JBI.csv'. [2025-10-09T22:49:09.863439] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JBI'. [2025-10-09T22:49:09.863730] [INFO ] [FORECASTER] Starting predict_future for JBI [2025-10-09T22:49:09.890069] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:09.890892] [DEBUG] [LOCAL ] No optimal features file found for JBI: ./output/feature-sets/JBI.txt [2025-10-09T22:49:09.890949] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:09.890983] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:09.891010] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:09.891066] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:09.909215] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:09.909794] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:09.909879] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:09.909912] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:09.943553] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:09.943636] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:09.943754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:09.943791] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:09.951352] [DEBUG] [FORECASTER] JBI: Forecast T+1@11:T+2@11: UP (p=93.76%) [2025-10-09T22:49:09.951628] [INFO ] [FORECASTER] Completed predict_future for JBI [2025-10-09T22:49:09.951804] [INFO ] [sig ] JBI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:10.097076] [INFO ] [LOCAL ] Saved forecast: JBI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JBI.txt [2025-10-09T22:49:10.097307] [WARN ] [sig ] [1076/2211] Failed JBI after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:10.097386] [INFO ] [sig ] [1077/2211] Forecasting JBL... [2025-10-09T22:49:10.097426] [INFO ] [sig ] Generating forecast for: JBL [2025-10-09T22:49:10.097458] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBL' from 'https://tdm.silogroup.org/data/derivative_storage/JBL.csv'. [2025-10-09T22:49:10.107477] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JBL'. [2025-10-09T22:49:10.107806] [INFO ] [FORECASTER] Starting predict_future for JBL [2025-10-09T22:49:10.132819] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:10.133501] [DEBUG] [LOCAL ] No optimal features file found for JBL: ./output/feature-sets/JBL.txt [2025-10-09T22:49:10.133554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:10.133587] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:10.133621] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:10.133704] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:10.150896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:10.151425] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:10.151505] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:10.151538] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:10.189150] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:10.189255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:10.189304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:10.189333] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:10.193265] [DEBUG] [FORECASTER] JBL: Forecast T+1@11:T+2@11: UP (p=98.70%) [2025-10-09T22:49:10.193666] [INFO ] [FORECASTER] Completed predict_future for JBL [2025-10-09T22:49:10.193807] [INFO ] [sig ] JBL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:10.335164] [INFO ] [LOCAL ] Saved forecast: JBL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JBL.txt [2025-10-09T22:49:10.335384] [WARN ] [sig ] [1077/2211] Failed JBL after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:10.335463] [INFO ] [sig ] [1078/2211] Forecasting JBND... [2025-10-09T22:49:10.335502] [INFO ] [sig ] Generating forecast for: JBND [2025-10-09T22:49:10.335533] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JBND' from 'https://tdm.silogroup.org/data/derivative_storage/JBND.csv'. [2025-10-09T22:49:10.345788] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JBND'. [2025-10-09T22:49:10.346056] [INFO ] [FORECASTER] Starting predict_future for JBND [2025-10-09T22:49:10.373711] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:10.374443] [DEBUG] [LOCAL ] No optimal features file found for JBND: ./output/feature-sets/JBND.txt [2025-10-09T22:49:10.374499] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:10.374534] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:10.374581] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:10.374665] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:10.392565] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:10.393235] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:10.393323] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:10.393359] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:10.423673] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:10.423772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:10.423810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:10.423840] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:10.428914] [DEBUG] [FORECASTER] JBND: Forecast T+1@11:T+2@11: DOWN (p=15.31%) [2025-10-09T22:49:10.429203] [INFO ] [FORECASTER] Completed predict_future for JBND [2025-10-09T22:49:10.429342] [INFO ] [sig ] JBND: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:10.571202] [INFO ] [LOCAL ] Saved forecast: JBND 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JBND.txt [2025-10-09T22:49:10.571421] [WARN ] [sig ] [1078/2211] Failed JBND after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:10.571496] [INFO ] [sig ] [1079/2211] Forecasting JCE... [2025-10-09T22:49:10.571535] [INFO ] [sig ] Generating forecast for: JCE [2025-10-09T22:49:10.571567] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JCE' from 'https://tdm.silogroup.org/data/derivative_storage/JCE.csv'. [2025-10-09T22:49:10.581262] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JCE'. [2025-10-09T22:49:10.581537] [INFO ] [FORECASTER] Starting predict_future for JCE [2025-10-09T22:49:10.606848] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:10.607541] [DEBUG] [LOCAL ] No optimal features file found for JCE: ./output/feature-sets/JCE.txt [2025-10-09T22:49:10.607614] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:10.607690] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:10.607732] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:10.607794] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:10.624947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:10.625477] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:10.625558] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:10.625591] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:10.663309] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:10.663389] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:10.663425] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:10.663452] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:10.666516] [DEBUG] [FORECASTER] JCE: Forecast T+1@11:T+2@11: UP (p=89.88%) [2025-10-09T22:49:10.666817] [INFO ] [FORECASTER] Completed predict_future for JCE [2025-10-09T22:49:10.666959] [INFO ] [sig ] JCE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:10.810090] [INFO ] [LOCAL ] Saved forecast: JCE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JCE.txt [2025-10-09T22:49:10.810330] [WARN ] [sig ] [1079/2211] Failed JCE after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:10.810407] [INFO ] [sig ] [1080/2211] Forecasting JCI... [2025-10-09T22:49:10.810446] [INFO ] [sig ] Generating forecast for: JCI [2025-10-09T22:49:10.810477] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JCI' from 'https://tdm.silogroup.org/data/derivative_storage/JCI.csv'. [2025-10-09T22:49:10.822457] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JCI'. [2025-10-09T22:49:10.822936] [INFO ] [FORECASTER] Starting predict_future for JCI [2025-10-09T22:49:10.848763] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:10.849552] [DEBUG] [LOCAL ] No optimal features file found for JCI: ./output/feature-sets/JCI.txt [2025-10-09T22:49:10.849613] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:10.849702] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:10.849753] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:10.849813] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:10.868745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:10.869432] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:10.869536] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:10.869578] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:10.909799] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:10.909894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:10.909930] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:10.909982] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:10.913748] [DEBUG] [FORECASTER] JCI: Forecast T+1@11:T+2@11: UP (p=85.27%) [2025-10-09T22:49:10.914019] [INFO ] [FORECASTER] Completed predict_future for JCI [2025-10-09T22:49:10.914182] [INFO ] [sig ] JCI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:11.059215] [INFO ] [LOCAL ] Saved forecast: JCI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JCI.txt [2025-10-09T22:49:11.059441] [WARN ] [sig ] [1080/2211] Failed JCI after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:11.059521] [INFO ] [sig ] [1081/2211] Forecasting JEF... [2025-10-09T22:49:11.059560] [INFO ] [sig ] Generating forecast for: JEF [2025-10-09T22:49:11.059592] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JEF' from 'https://tdm.silogroup.org/data/derivative_storage/JEF.csv'. [2025-10-09T22:49:11.071370] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JEF'. [2025-10-09T22:49:11.071789] [INFO ] [FORECASTER] Starting predict_future for JEF [2025-10-09T22:49:11.098638] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:11.099393] [DEBUG] [LOCAL ] No optimal features file found for JEF: ./output/feature-sets/JEF.txt [2025-10-09T22:49:11.099448] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:11.099481] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:11.099508] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:11.099564] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:11.116716] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:11.117266] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:11.117349] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:11.117383] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:11.155376] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:11.155477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:11.155513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:11.155541] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:11.158759] [DEBUG] [FORECASTER] JEF: Forecast T+1@11:T+2@11: DOWN (p=36.15%) [2025-10-09T22:49:11.159028] [INFO ] [FORECASTER] Completed predict_future for JEF [2025-10-09T22:49:11.159161] [INFO ] [sig ] JEF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:11.301523] [INFO ] [LOCAL ] Saved forecast: JEF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JEF.txt [2025-10-09T22:49:11.301836] [WARN ] [sig ] [1081/2211] Failed JEF after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:11.301920] [INFO ] [sig ] [1082/2211] Forecasting JELD... [2025-10-09T22:49:11.301959] [INFO ] [sig ] Generating forecast for: JELD [2025-10-09T22:49:11.301990] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JELD' from 'https://tdm.silogroup.org/data/derivative_storage/JELD.csv'. [2025-10-09T22:49:11.312525] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JELD'. [2025-10-09T22:49:11.312858] [INFO ] [FORECASTER] Starting predict_future for JELD [2025-10-09T22:49:11.338027] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:11.338765] [DEBUG] [LOCAL ] No optimal features file found for JELD: ./output/feature-sets/JELD.txt [2025-10-09T22:49:11.338824] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:11.338858] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:11.338884] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:11.338941] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:11.356178] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:11.356841] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:11.356926] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:11.356958] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:11.401344] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:11.401497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:11.401535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:11.401563] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:11.405025] [DEBUG] [FORECASTER] JELD: Forecast T+1@11:T+2@11: DOWN (p=2.10%) [2025-10-09T22:49:11.405314] [INFO ] [FORECASTER] Completed predict_future for JELD [2025-10-09T22:49:11.405459] [INFO ] [sig ] JELD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:11.547157] [INFO ] [LOCAL ] Saved forecast: JELD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JELD.txt [2025-10-09T22:49:11.547422] [WARN ] [sig ] [1082/2211] Failed JELD after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:11.547499] [INFO ] [sig ] [1083/2211] Forecasting JEQ... [2025-10-09T22:49:11.547538] [INFO ] [sig ] Generating forecast for: JEQ [2025-10-09T22:49:11.547568] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JEQ' from 'https://tdm.silogroup.org/data/derivative_storage/JEQ.csv'. [2025-10-09T22:49:11.557708] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JEQ'. [2025-10-09T22:49:11.558063] [INFO ] [FORECASTER] Starting predict_future for JEQ [2025-10-09T22:49:11.583376] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:11.584101] [DEBUG] [LOCAL ] No optimal features file found for JEQ: ./output/feature-sets/JEQ.txt [2025-10-09T22:49:11.584155] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:11.584188] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:11.584216] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:11.584271] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:11.605317] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:11.606121] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:11.606208] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:11.606242] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:11.643784] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:11.643870] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:11.643947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:11.643996] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:11.647123] [DEBUG] [FORECASTER] JEQ: Forecast T+1@11:T+2@11: UP (p=76.91%) [2025-10-09T22:49:11.647385] [INFO ] [FORECASTER] Completed predict_future for JEQ [2025-10-09T22:49:11.647518] [INFO ] [sig ] JEQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:11.793432] [INFO ] [LOCAL ] Saved forecast: JEQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JEQ.txt [2025-10-09T22:49:11.793787] [WARN ] [sig ] [1083/2211] Failed JEQ after 0.2s | 4.36 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:11.793874] [INFO ] [sig ] [1084/2211] Forecasting JFR... [2025-10-09T22:49:11.793914] [INFO ] [sig ] Generating forecast for: JFR [2025-10-09T22:49:11.793946] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JFR' from 'https://tdm.silogroup.org/data/derivative_storage/JFR.csv'. [2025-10-09T22:49:11.805926] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JFR'. [2025-10-09T22:49:11.806572] [INFO ] [FORECASTER] Starting predict_future for JFR [2025-10-09T22:49:11.833024] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:11.833871] [DEBUG] [LOCAL ] No optimal features file found for JFR: ./output/feature-sets/JFR.txt [2025-10-09T22:49:11.833926] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:11.833960] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:11.833987] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:11.834044] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:11.852902] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:11.853880] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:11.853983] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:11.854018] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:11.891996] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:11.892190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:11.892235] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:11.892266] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:11.896001] [DEBUG] [FORECASTER] JFR: Forecast T+1@11:T+2@11: DOWN (p=31.98%) [2025-10-09T22:49:11.896314] [INFO ] [FORECASTER] Completed predict_future for JFR [2025-10-09T22:49:11.896459] [INFO ] [sig ] JFR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:12.045120] [INFO ] [LOCAL ] Saved forecast: JFR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JFR.txt [2025-10-09T22:49:12.045362] [WARN ] [sig ] [1084/2211] Failed JFR after 0.3s | 4.35 sym/s | Total: 4.1m | ETA: 4.3m [2025-10-09T22:49:12.045437] [INFO ] [sig ] [1085/2211] Forecasting JGH... [2025-10-09T22:49:12.045476] [INFO ] [sig ] Generating forecast for: JGH [2025-10-09T22:49:12.045507] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JGH' from 'https://tdm.silogroup.org/data/derivative_storage/JGH.csv'. [2025-10-09T22:49:12.055330] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JGH'. [2025-10-09T22:49:12.055610] [INFO ] [FORECASTER] Starting predict_future for JGH [2025-10-09T22:49:12.080829] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:12.081507] [DEBUG] [LOCAL ] No optimal features file found for JGH: ./output/feature-sets/JGH.txt [2025-10-09T22:49:12.081561] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:12.081593] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:12.081620] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:12.081719] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:12.099041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:12.099587] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:12.099697] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:12.099750] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:12.134490] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:12.134598] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:12.134634] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:12.134705] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:12.137919] [DEBUG] [FORECASTER] JGH: Forecast T+1@11:T+2@11: UP (p=83.31%) [2025-10-09T22:49:12.138194] [INFO ] [FORECASTER] Completed predict_future for JGH [2025-10-09T22:49:12.138323] [INFO ] [sig ] JGH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:12.281248] [INFO ] [LOCAL ] Saved forecast: JGH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JGH.txt [2025-10-09T22:49:12.281501] [WARN ] [sig ] [1085/2211] Failed JGH after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:12.281586] [INFO ] [sig ] [1086/2211] Forecasting JHG... [2025-10-09T22:49:12.281625] [INFO ] [sig ] Generating forecast for: JHG [2025-10-09T22:49:12.281690] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHG' from 'https://tdm.silogroup.org/data/derivative_storage/JHG.csv'. [2025-10-09T22:49:12.296235] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JHG'. [2025-10-09T22:49:12.296734] [INFO ] [FORECASTER] Starting predict_future for JHG [2025-10-09T22:49:12.323595] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:12.324421] [DEBUG] [LOCAL ] No optimal features file found for JHG: ./output/feature-sets/JHG.txt [2025-10-09T22:49:12.324478] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:12.324511] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:12.324538] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:12.324593] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:12.342181] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:12.342926] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:12.343016] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:12.343050] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:12.378771] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:12.378948] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:12.378992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:12.379021] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:12.382604] [DEBUG] [FORECASTER] JHG: Forecast T+1@11:T+2@11: UP (p=55.14%) [2025-10-09T22:49:12.382925] [INFO ] [FORECASTER] Completed predict_future for JHG [2025-10-09T22:49:12.383062] [INFO ] [sig ] JHG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:12.530168] [INFO ] [LOCAL ] Saved forecast: JHG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JHG.txt [2025-10-09T22:49:12.530478] [WARN ] [sig ] [1086/2211] Failed JHG after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:12.530561] [INFO ] [sig ] [1087/2211] Forecasting JHI... [2025-10-09T22:49:12.530601] [INFO ] [sig ] Generating forecast for: JHI [2025-10-09T22:49:12.530632] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHI' from 'https://tdm.silogroup.org/data/derivative_storage/JHI.csv'. [2025-10-09T22:49:12.541061] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JHI'. [2025-10-09T22:49:12.541370] [INFO ] [FORECASTER] Starting predict_future for JHI [2025-10-09T22:49:12.566663] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:12.567384] [DEBUG] [LOCAL ] No optimal features file found for JHI: ./output/feature-sets/JHI.txt [2025-10-09T22:49:12.567441] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:12.567475] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:12.567502] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:12.567558] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:12.585438] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:12.586321] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:12.586416] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:12.586452] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:12.623226] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:12.623406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:12.623447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:12.623477] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:12.627010] [DEBUG] [FORECASTER] JHI: Forecast T+1@11:T+2@11: UP (p=97.42%) [2025-10-09T22:49:12.627293] [INFO ] [FORECASTER] Completed predict_future for JHI [2025-10-09T22:49:12.627430] [INFO ] [sig ] JHI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:12.772828] [INFO ] [LOCAL ] Saved forecast: JHI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JHI.txt [2025-10-09T22:49:12.773093] [WARN ] [sig ] [1087/2211] Failed JHI after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:12.773171] [INFO ] [sig ] [1088/2211] Forecasting JHS... [2025-10-09T22:49:12.773211] [INFO ] [sig ] Generating forecast for: JHS [2025-10-09T22:49:12.773242] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHS' from 'https://tdm.silogroup.org/data/derivative_storage/JHS.csv'. [2025-10-09T22:49:12.782575] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JHS'. [2025-10-09T22:49:12.782870] [INFO ] [FORECASTER] Starting predict_future for JHS [2025-10-09T22:49:12.808532] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:12.809462] [DEBUG] [LOCAL ] No optimal features file found for JHS: ./output/feature-sets/JHS.txt [2025-10-09T22:49:12.809518] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:12.809552] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:12.809580] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:12.809638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:12.827564] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:12.828167] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:12.828253] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:12.828289] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:12.864442] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:12.864539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:12.864575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:12.864603] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:12.867800] [DEBUG] [FORECASTER] JHS: Forecast T+1@11:T+2@11: UP (p=88.35%) [2025-10-09T22:49:12.868068] [INFO ] [FORECASTER] Completed predict_future for JHS [2025-10-09T22:49:12.868208] [INFO ] [sig ] JHS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:13.017709] [INFO ] [LOCAL ] Saved forecast: JHS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JHS.txt [2025-10-09T22:49:13.018050] [WARN ] [sig ] [1088/2211] Failed JHS after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:13.018132] [INFO ] [sig ] [1089/2211] Forecasting JHX... [2025-10-09T22:49:13.018173] [INFO ] [sig ] Generating forecast for: JHX [2025-10-09T22:49:13.018214] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JHX' from 'https://tdm.silogroup.org/data/derivative_storage/JHX.csv'. [2025-10-09T22:49:13.029631] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JHX'. [2025-10-09T22:49:13.029923] [INFO ] [FORECASTER] Starting predict_future for JHX [2025-10-09T22:49:13.055807] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:13.056486] [DEBUG] [LOCAL ] No optimal features file found for JHX: ./output/feature-sets/JHX.txt [2025-10-09T22:49:13.056541] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:13.056574] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:13.056601] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:13.056678] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:13.074270] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:13.074871] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:13.074953] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:13.074986] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:13.113054] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:13.113143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:13.113180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:13.113208] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:13.116284] [DEBUG] [FORECASTER] JHX: Forecast T+1@11:T+2@11: UP (p=62.51%) [2025-10-09T22:49:13.116546] [INFO ] [FORECASTER] Completed predict_future for JHX [2025-10-09T22:49:13.116704] [INFO ] [sig ] JHX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:13.265288] [INFO ] [LOCAL ] Saved forecast: JHX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JHX.txt [2025-10-09T22:49:13.265502] [WARN ] [sig ] [1089/2211] Failed JHX after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:13.265579] [INFO ] [sig ] [1090/2211] Forecasting JILL... [2025-10-09T22:49:13.265618] [INFO ] [sig ] Generating forecast for: JILL [2025-10-09T22:49:13.265677] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JILL' from 'https://tdm.silogroup.org/data/derivative_storage/JILL.csv'. [2025-10-09T22:49:13.275545] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JILL'. [2025-10-09T22:49:13.275863] [INFO ] [FORECASTER] Starting predict_future for JILL [2025-10-09T22:49:13.301625] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:13.302363] [DEBUG] [LOCAL ] No optimal features file found for JILL: ./output/feature-sets/JILL.txt [2025-10-09T22:49:13.302476] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:13.302517] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:13.302545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:13.302602] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:13.320410] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:13.320989] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:13.321070] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:13.321103] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:13.355813] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:13.355897] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:13.355931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:13.355978] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:13.359038] [DEBUG] [FORECASTER] JILL: Forecast T+1@11:T+2@11: DOWN (p=3.21%) [2025-10-09T22:49:13.359301] [INFO ] [FORECASTER] Completed predict_future for JILL [2025-10-09T22:49:13.359432] [INFO ] [sig ] JILL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:13.504630] [INFO ] [LOCAL ] Saved forecast: JILL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JILL.txt [2025-10-09T22:49:13.504880] [WARN ] [sig ] [1090/2211] Failed JILL after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:13.504956] [INFO ] [sig ] [1091/2211] Forecasting JKS... [2025-10-09T22:49:13.504994] [INFO ] [sig ] Generating forecast for: JKS [2025-10-09T22:49:13.505025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JKS' from 'https://tdm.silogroup.org/data/derivative_storage/JKS.csv'. [2025-10-09T22:49:13.515863] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JKS'. [2025-10-09T22:49:13.516235] [INFO ] [FORECASTER] Starting predict_future for JKS [2025-10-09T22:49:13.542120] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:13.542905] [DEBUG] [LOCAL ] No optimal features file found for JKS: ./output/feature-sets/JKS.txt [2025-10-09T22:49:13.542962] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:13.542995] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:13.543023] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:13.543079] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:13.560311] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:13.560915] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:13.561004] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:13.561037] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:13.600565] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:13.600731] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:13.600783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:13.600813] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:13.604099] [DEBUG] [FORECASTER] JKS: Forecast T+1@11:T+2@11: DOWN (p=11.32%) [2025-10-09T22:49:13.604374] [INFO ] [FORECASTER] Completed predict_future for JKS [2025-10-09T22:49:13.604517] [INFO ] [sig ] JKS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:13.747433] [INFO ] [LOCAL ] Saved forecast: JKS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JKS.txt [2025-10-09T22:49:13.747730] [WARN ] [sig ] [1091/2211] Failed JKS after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:13.747813] [INFO ] [sig ] [1092/2211] Forecasting JLL... [2025-10-09T22:49:13.747852] [INFO ] [sig ] Generating forecast for: JLL [2025-10-09T22:49:13.747883] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JLL' from 'https://tdm.silogroup.org/data/derivative_storage/JLL.csv'. [2025-10-09T22:49:13.757668] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JLL'. [2025-10-09T22:49:13.757971] [INFO ] [FORECASTER] Starting predict_future for JLL [2025-10-09T22:49:13.783694] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:13.784404] [DEBUG] [LOCAL ] No optimal features file found for JLL: ./output/feature-sets/JLL.txt [2025-10-09T22:49:13.784458] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:13.784491] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:13.784517] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:13.784592] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:13.801822] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:13.802400] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:13.802486] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:13.802518] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:13.844353] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:13.844492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:13.844542] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:13.844595] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:13.848724] [DEBUG] [FORECASTER] JLL: Forecast T+1@11:T+2@11: UP (p=93.11%) [2025-10-09T22:49:13.849077] [INFO ] [FORECASTER] Completed predict_future for JLL [2025-10-09T22:49:13.849231] [INFO ] [sig ] JLL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:13.995486] [INFO ] [LOCAL ] Saved forecast: JLL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JLL.txt [2025-10-09T22:49:13.995785] [WARN ] [sig ] [1092/2211] Failed JLL after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:13.995868] [INFO ] [sig ] [1093/2211] Forecasting JLS... [2025-10-09T22:49:13.995907] [INFO ] [sig ] Generating forecast for: JLS [2025-10-09T22:49:13.995939] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JLS' from 'https://tdm.silogroup.org/data/derivative_storage/JLS.csv'. [2025-10-09T22:49:14.006711] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JLS'. [2025-10-09T22:49:14.007059] [INFO ] [FORECASTER] Starting predict_future for JLS [2025-10-09T22:49:14.033416] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:14.034172] [DEBUG] [LOCAL ] No optimal features file found for JLS: ./output/feature-sets/JLS.txt [2025-10-09T22:49:14.034228] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:14.034261] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:14.034288] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:14.034345] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:14.051770] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:14.052387] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:14.052486] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:14.052539] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:14.087020] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:14.087107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:14.087142] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:14.087208] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:14.093496] [DEBUG] [FORECASTER] JLS: Forecast T+1@11:T+2@11: UP (p=65.94%) [2025-10-09T22:49:14.093805] [INFO ] [FORECASTER] Completed predict_future for JLS [2025-10-09T22:49:14.093948] [INFO ] [sig ] JLS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:14.241495] [INFO ] [LOCAL ] Saved forecast: JLS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JLS.txt [2025-10-09T22:49:14.241739] [WARN ] [sig ] [1093/2211] Failed JLS after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:14.241823] [INFO ] [sig ] [1094/2211] Forecasting JMIA... [2025-10-09T22:49:14.241862] [INFO ] [sig ] Generating forecast for: JMIA [2025-10-09T22:49:14.241894] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JMIA' from 'https://tdm.silogroup.org/data/derivative_storage/JMIA.csv'. [2025-10-09T22:49:14.252322] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JMIA'. [2025-10-09T22:49:14.252581] [INFO ] [FORECASTER] Starting predict_future for JMIA [2025-10-09T22:49:14.278390] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:14.279136] [DEBUG] [LOCAL ] No optimal features file found for JMIA: ./output/feature-sets/JMIA.txt [2025-10-09T22:49:14.279191] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:14.279225] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:14.279252] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:14.279308] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:14.296935] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:14.297486] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:14.297572] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:14.297692] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:14.333207] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:14.333291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:14.333326] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:14.333354] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:14.336464] [DEBUG] [FORECASTER] JMIA: Forecast T+1@11:T+2@11: UP (p=68.45%) [2025-10-09T22:49:14.336775] [INFO ] [FORECASTER] Completed predict_future for JMIA [2025-10-09T22:49:14.336924] [INFO ] [sig ] JMIA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:14.482864] [INFO ] [LOCAL ] Saved forecast: JMIA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JMIA.txt [2025-10-09T22:49:14.483093] [WARN ] [sig ] [1094/2211] Failed JMIA after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:14.483171] [INFO ] [sig ] [1095/2211] Forecasting JNJ... [2025-10-09T22:49:14.483210] [INFO ] [sig ] Generating forecast for: JNJ [2025-10-09T22:49:14.483241] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JNJ' from 'https://tdm.silogroup.org/data/derivative_storage/JNJ.csv'. [2025-10-09T22:49:14.493346] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JNJ'. [2025-10-09T22:49:14.493639] [INFO ] [FORECASTER] Starting predict_future for JNJ [2025-10-09T22:49:14.519547] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:14.520274] [DEBUG] [LOCAL ] No optimal features file found for JNJ: ./output/feature-sets/JNJ.txt [2025-10-09T22:49:14.520329] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:14.520362] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:14.520389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:14.520446] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:14.538147] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:14.539277] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:14.539374] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:14.539408] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:14.576018] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:14.576099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:14.576135] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:14.576163] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:14.579248] [DEBUG] [FORECASTER] JNJ: Forecast T+1@11:T+2@11: DOWN (p=3.79%) [2025-10-09T22:49:14.579519] [INFO ] [FORECASTER] Completed predict_future for JNJ [2025-10-09T22:49:14.579681] [INFO ] [sig ] JNJ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:14.727009] [INFO ] [LOCAL ] Saved forecast: JNJ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JNJ.txt [2025-10-09T22:49:14.727322] [WARN ] [sig ] [1095/2211] Failed JNJ after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:14.727417] [INFO ] [sig ] [1096/2211] Forecasting JOBY... [2025-10-09T22:49:14.727458] [INFO ] [sig ] Generating forecast for: JOBY [2025-10-09T22:49:14.727489] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JOBY' from 'https://tdm.silogroup.org/data/derivative_storage/JOBY.csv'. [2025-10-09T22:49:14.740474] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JOBY'. [2025-10-09T22:49:14.740942] [INFO ] [FORECASTER] Starting predict_future for JOBY [2025-10-09T22:49:14.767301] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:14.768083] [DEBUG] [LOCAL ] No optimal features file found for JOBY: ./output/feature-sets/JOBY.txt [2025-10-09T22:49:14.768144] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:14.768184] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:14.768217] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:14.768287] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:14.785427] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:14.786089] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:14.786192] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:14.786246] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:14.823277] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:14.823356] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:14.823391] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:14.823419] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:14.826503] [DEBUG] [FORECASTER] JOBY: Forecast T+1@11:T+2@11: UP (p=80.33%) [2025-10-09T22:49:14.826805] [INFO ] [FORECASTER] Completed predict_future for JOBY [2025-10-09T22:49:14.826945] [INFO ] [sig ] JOBY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:14.968883] [INFO ] [LOCAL ] Saved forecast: JOBY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JOBY.txt [2025-10-09T22:49:14.969107] [WARN ] [sig ] [1096/2211] Failed JOBY after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:14.969185] [INFO ] [sig ] [1097/2211] Forecasting JOE... [2025-10-09T22:49:14.969224] [INFO ] [sig ] Generating forecast for: JOE [2025-10-09T22:49:14.969255] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JOE' from 'https://tdm.silogroup.org/data/derivative_storage/JOE.csv'. [2025-10-09T22:49:14.979364] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JOE'. [2025-10-09T22:49:14.979673] [INFO ] [FORECASTER] Starting predict_future for JOE [2025-10-09T22:49:15.004917] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:15.005632] [DEBUG] [LOCAL ] No optimal features file found for JOE: ./output/feature-sets/JOE.txt [2025-10-09T22:49:15.005718] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:15.005755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:15.005782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:15.005838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:15.023436] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:15.024017] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:15.024101] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:15.024134] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:15.059543] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:15.059621] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:15.059689] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:15.059750] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:15.062827] [DEBUG] [FORECASTER] JOE: Forecast T+1@11:T+2@11: UP (p=86.97%) [2025-10-09T22:49:15.063083] [INFO ] [FORECASTER] Completed predict_future for JOE [2025-10-09T22:49:15.063220] [INFO ] [sig ] JOE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:15.205850] [INFO ] [LOCAL ] Saved forecast: JOE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JOE.txt [2025-10-09T22:49:15.206087] [WARN ] [sig ] [1097/2211] Failed JOE after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:15.206162] [INFO ] [sig ] [1098/2211] Forecasting JOF... [2025-10-09T22:49:15.206204] [INFO ] [sig ] Generating forecast for: JOF [2025-10-09T22:49:15.206236] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JOF' from 'https://tdm.silogroup.org/data/derivative_storage/JOF.csv'. [2025-10-09T22:49:15.216226] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JOF'. [2025-10-09T22:49:15.216484] [INFO ] [FORECASTER] Starting predict_future for JOF [2025-10-09T22:49:15.241793] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:15.242551] [DEBUG] [LOCAL ] No optimal features file found for JOF: ./output/feature-sets/JOF.txt [2025-10-09T22:49:15.242610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:15.242667] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:15.242719] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:15.242778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:15.260296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:15.260903] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:15.260987] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:15.261020] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:15.297282] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:15.297356] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:15.297390] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:15.297417] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:15.300511] [DEBUG] [FORECASTER] JOF: Forecast T+1@11:T+2@11: UP (p=65.96%) [2025-10-09T22:49:15.300816] [INFO ] [FORECASTER] Completed predict_future for JOF [2025-10-09T22:49:15.300960] [INFO ] [sig ] JOF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:15.443472] [INFO ] [LOCAL ] Saved forecast: JOF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JOF.txt [2025-10-09T22:49:15.443719] [WARN ] [sig ] [1098/2211] Failed JOF after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:15.443799] [INFO ] [sig ] [1099/2211] Forecasting JPC... [2025-10-09T22:49:15.443838] [INFO ] [sig ] Generating forecast for: JPC [2025-10-09T22:49:15.443870] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JPC' from 'https://tdm.silogroup.org/data/derivative_storage/JPC.csv'. [2025-10-09T22:49:15.448971] [WARN ] [REMOTE ] Historical data not found for symbol 'JPC' (404). [2025-10-09T22:49:15.449200] [FATAL] [sig ] JPC: No historical data fetched. [2025-10-09T22:49:15.449291] [WARN ] [sig ] [1099/2211] Failed JPC after 0.0s | 4.36 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:15.449361] [INFO ] [sig ] [1100/2211] Forecasting JPM... [2025-10-09T22:49:15.449402] [INFO ] [sig ] Generating forecast for: JPM [2025-10-09T22:49:15.449434] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JPM' from 'https://tdm.silogroup.org/data/derivative_storage/JPM.csv'. [2025-10-09T22:49:15.459084] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JPM'. [2025-10-09T22:49:15.459367] [INFO ] [FORECASTER] Starting predict_future for JPM [2025-10-09T22:49:15.485358] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:15.486081] [DEBUG] [LOCAL ] No optimal features file found for JPM: ./output/feature-sets/JPM.txt [2025-10-09T22:49:15.486135] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:15.486169] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:15.486197] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:15.486253] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:15.503780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:15.504321] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:15.504405] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:15.504438] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:15.540896] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:15.540983] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:15.541019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:15.541046] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:15.544153] [DEBUG] [FORECASTER] JPM: Forecast T+1@11:T+2@11: UP (p=93.10%) [2025-10-09T22:49:15.544415] [INFO ] [FORECASTER] Completed predict_future for JPM [2025-10-09T22:49:15.544545] [INFO ] [sig ] JPM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:15.687953] [INFO ] [LOCAL ] Saved forecast: JPM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JPM.txt [2025-10-09T22:49:15.688232] [WARN ] [sig ] [1100/2211] Failed JPM after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.3m [2025-10-09T22:49:15.688321] [INFO ] [sig ] [1101/2211] Forecasting JQC... [2025-10-09T22:49:15.688361] [INFO ] [sig ] Generating forecast for: JQC [2025-10-09T22:49:15.688394] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JQC' from 'https://tdm.silogroup.org/data/derivative_storage/JQC.csv'. [2025-10-09T22:49:15.698706] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JQC'. [2025-10-09T22:49:15.698991] [INFO ] [FORECASTER] Starting predict_future for JQC [2025-10-09T22:49:15.724593] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:15.725339] [DEBUG] [LOCAL ] No optimal features file found for JQC: ./output/feature-sets/JQC.txt [2025-10-09T22:49:15.725397] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:15.725431] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:15.725458] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:15.725565] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:15.743182] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:15.744060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:15.744151] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:15.744184] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:15.781148] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:15.781270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:15.781315] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:15.781344] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:15.784684] [DEBUG] [FORECASTER] JQC: Forecast T+1@11:T+2@11: UP (p=60.84%) [2025-10-09T22:49:15.784992] [INFO ] [FORECASTER] Completed predict_future for JQC [2025-10-09T22:49:15.785136] [INFO ] [sig ] JQC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:15.928935] [INFO ] [LOCAL ] Saved forecast: JQC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JQC.txt [2025-10-09T22:49:15.929180] [WARN ] [sig ] [1101/2211] Failed JQC after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:15.929288] [INFO ] [sig ] [1102/2211] Forecasting JRI... [2025-10-09T22:49:15.929340] [INFO ] [sig ] Generating forecast for: JRI [2025-10-09T22:49:15.929374] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JRI' from 'https://tdm.silogroup.org/data/derivative_storage/JRI.csv'. [2025-10-09T22:49:15.939622] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JRI'. [2025-10-09T22:49:15.939920] [INFO ] [FORECASTER] Starting predict_future for JRI [2025-10-09T22:49:15.965705] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:15.966390] [DEBUG] [LOCAL ] No optimal features file found for JRI: ./output/feature-sets/JRI.txt [2025-10-09T22:49:15.966444] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:15.966477] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:15.966504] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:15.966558] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:15.985025] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:15.985585] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:15.985691] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:15.985746] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:16.020198] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:16.020280] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:16.020315] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:16.020343] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:16.023492] [DEBUG] [FORECASTER] JRI: Forecast T+1@11:T+2@11: DOWN (p=27.16%) [2025-10-09T22:49:16.023806] [INFO ] [FORECASTER] Completed predict_future for JRI [2025-10-09T22:49:16.023954] [INFO ] [sig ] JRI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:16.166246] [INFO ] [LOCAL ] Saved forecast: JRI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JRI.txt [2025-10-09T22:49:16.166463] [WARN ] [sig ] [1102/2211] Failed JRI after 0.2s | 4.36 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:16.166537] [INFO ] [sig ] [1103/2211] Forecasting JRS... [2025-10-09T22:49:16.166576] [INFO ] [sig ] Generating forecast for: JRS [2025-10-09T22:49:16.166607] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JRS' from 'https://tdm.silogroup.org/data/derivative_storage/JRS.csv'. [2025-10-09T22:49:16.176563] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JRS'. [2025-10-09T22:49:16.176891] [INFO ] [FORECASTER] Starting predict_future for JRS [2025-10-09T22:49:16.202617] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:16.203335] [DEBUG] [LOCAL ] No optimal features file found for JRS: ./output/feature-sets/JRS.txt [2025-10-09T22:49:16.203410] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:16.203459] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:16.203488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:16.203544] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:16.220953] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:16.221483] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:16.221565] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:16.221598] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:16.282797] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:16.282878] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:16.282913] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:16.282981] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:16.287839] [DEBUG] [FORECASTER] JRS: Forecast T+1@11:T+2@11: DOWN (p=10.49%) [2025-10-09T22:49:16.288105] [INFO ] [FORECASTER] Completed predict_future for JRS [2025-10-09T22:49:16.288238] [INFO ] [sig ] JRS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:16.433819] [INFO ] [LOCAL ] Saved forecast: JRS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/JRS.txt [2025-10-09T22:49:16.434081] [WARN ] [sig ] [1103/2211] Failed JRS after 0.3s | 4.35 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:16.434162] [INFO ] [sig ] [1104/2211] Forecasting JXN... [2025-10-09T22:49:16.434201] [INFO ] [sig ] Generating forecast for: JXN [2025-10-09T22:49:16.434232] [DEBUG] [REMOTE ] Fetching historical data for symbol 'JXN' from 'https://tdm.silogroup.org/data/derivative_storage/JXN.csv'. [2025-10-09T22:49:16.444998] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'JXN'. [2025-10-09T22:49:16.445274] [INFO ] [FORECASTER] Starting predict_future for JXN [2025-10-09T22:49:16.470765] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:16.471439] [DEBUG] [LOCAL ] No optimal features file found for JXN: ./output/feature-sets/JXN.txt [2025-10-09T22:49:16.471493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:16.471526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:16.471553] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:16.471613] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:16.488963] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:16.489498] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:16.489583] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:16.489616] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:16.527982] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:16.528069] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:16.528104] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:16.528132] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:16.531201] [DEBUG] [FORECASTER] JXN: Forecast T+1@11:T+2@11: UP (p=95.62%) [2025-10-09T22:49:16.531468] [INFO ] [FORECASTER] Completed predict_future for JXN [2025-10-09T22:49:16.532020] [INFO ] [sig ] JXN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:16.674085] [INFO ] [LOCAL ] Saved forecast: JXN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/JXN.txt [2025-10-09T22:49:16.674313] [WARN ] [sig ] [1104/2211] Failed JXN after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:16.674389] [INFO ] [sig ] [1105/2211] Forecasting K... [2025-10-09T22:49:16.674427] [INFO ] [sig ] Generating forecast for: K [2025-10-09T22:49:16.674459] [DEBUG] [REMOTE ] Fetching historical data for symbol 'K' from 'https://tdm.silogroup.org/data/derivative_storage/K.csv'. [2025-10-09T22:49:16.684144] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'K'. [2025-10-09T22:49:16.684425] [INFO ] [FORECASTER] Starting predict_future for K [2025-10-09T22:49:16.712139] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:16.712953] [DEBUG] [LOCAL ] No optimal features file found for K: ./output/feature-sets/K.txt [2025-10-09T22:49:16.713008] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:16.713041] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:16.713068] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:16.713125] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:16.730539] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:16.731115] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:16.731199] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:16.731233] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:16.767960] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:16.768072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:16.768111] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:16.768139] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:16.771714] [DEBUG] [FORECASTER] K: Forecast T+1@11:T+2@11: DOWN (p=3.70%) [2025-10-09T22:49:16.771994] [INFO ] [FORECASTER] Completed predict_future for K [2025-10-09T22:49:16.772125] [INFO ] [sig ] K: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:16.915776] [INFO ] [LOCAL ] Saved forecast: K 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/K.txt [2025-10-09T22:49:16.915993] [WARN ] [sig ] [1105/2211] Failed K after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:16.916068] [INFO ] [sig ] [1106/2211] Forecasting KAI... [2025-10-09T22:49:16.916107] [INFO ] [sig ] Generating forecast for: KAI [2025-10-09T22:49:16.916138] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KAI' from 'https://tdm.silogroup.org/data/derivative_storage/KAI.csv'. [2025-10-09T22:49:16.925918] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KAI'. [2025-10-09T22:49:16.926207] [INFO ] [FORECASTER] Starting predict_future for KAI [2025-10-09T22:49:16.951629] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:16.952344] [DEBUG] [LOCAL ] No optimal features file found for KAI: ./output/feature-sets/KAI.txt [2025-10-09T22:49:16.952398] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:16.952431] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:16.952458] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:16.952514] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:16.970153] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:16.970790] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:16.970873] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:16.970907] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:17.002857] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:17.002944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:17.002980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:17.003007] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:17.006050] [DEBUG] [FORECASTER] KAI: Forecast T+1@11:T+2@11: UP (p=76.63%) [2025-10-09T22:49:17.006312] [INFO ] [FORECASTER] Completed predict_future for KAI [2025-10-09T22:49:17.006440] [INFO ] [sig ] KAI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:17.153434] [INFO ] [LOCAL ] Saved forecast: KAI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KAI.txt [2025-10-09T22:49:17.153734] [WARN ] [sig ] [1106/2211] Failed KAI after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:17.153815] [INFO ] [sig ] [1107/2211] Forecasting KAR... [2025-10-09T22:49:17.153853] [INFO ] [sig ] Generating forecast for: KAR [2025-10-09T22:49:17.153885] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KAR' from 'https://tdm.silogroup.org/data/derivative_storage/KAR.csv'. [2025-10-09T22:49:17.164695] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KAR'. [2025-10-09T22:49:17.165008] [INFO ] [FORECASTER] Starting predict_future for KAR [2025-10-09T22:49:17.191328] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:17.192124] [DEBUG] [LOCAL ] No optimal features file found for KAR: ./output/feature-sets/KAR.txt [2025-10-09T22:49:17.192178] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:17.192212] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:17.192239] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:17.192295] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:17.210391] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:17.211002] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:17.211087] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:17.211122] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:17.244251] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:17.244334] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:17.244375] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:17.244403] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:17.247475] [DEBUG] [FORECASTER] KAR: Forecast T+1@11:T+2@11: UP (p=75.85%) [2025-10-09T22:49:17.247819] [INFO ] [FORECASTER] Completed predict_future for KAR [2025-10-09T22:49:17.247953] [INFO ] [sig ] KAR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:17.414982] [INFO ] [LOCAL ] Saved forecast: KAR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KAR.txt [2025-10-09T22:49:17.415252] [WARN ] [sig ] [1107/2211] Failed KAR after 0.3s | 4.35 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:17.415333] [INFO ] [sig ] [1108/2211] Forecasting KB... [2025-10-09T22:49:17.415374] [INFO ] [sig ] Generating forecast for: KB [2025-10-09T22:49:17.415408] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KB' from 'https://tdm.silogroup.org/data/derivative_storage/KB.csv'. [2025-10-09T22:49:17.427544] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KB'. [2025-10-09T22:49:17.428012] [INFO ] [FORECASTER] Starting predict_future for KB [2025-10-09T22:49:17.455244] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:17.456015] [DEBUG] [LOCAL ] No optimal features file found for KB: ./output/feature-sets/KB.txt [2025-10-09T22:49:17.456107] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:17.456149] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:17.456179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:17.456237] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:17.474588] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:17.475204] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:17.475290] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:17.475326] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:17.513223] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:17.513390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:17.513433] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:17.513485] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:17.518025] [DEBUG] [FORECASTER] KB: Forecast T+1@11:T+2@11: UP (p=81.10%) [2025-10-09T22:49:17.518474] [INFO ] [FORECASTER] Completed predict_future for KB [2025-10-09T22:49:17.518717] [INFO ] [sig ] KB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:17.669965] [INFO ] [LOCAL ] Saved forecast: KB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KB.txt [2025-10-09T22:49:17.670181] [WARN ] [sig ] [1108/2211] Failed KB after 0.3s | 4.35 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:17.670266] [INFO ] [sig ] [1109/2211] Forecasting KBDC... [2025-10-09T22:49:17.670306] [INFO ] [sig ] Generating forecast for: KBDC [2025-10-09T22:49:17.670336] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KBDC' from 'https://tdm.silogroup.org/data/derivative_storage/KBDC.csv'. [2025-10-09T22:49:17.679932] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KBDC'. [2025-10-09T22:49:17.680212] [INFO ] [FORECASTER] Starting predict_future for KBDC [2025-10-09T22:49:17.705495] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:17.706214] [DEBUG] [LOCAL ] No optimal features file found for KBDC: ./output/feature-sets/KBDC.txt [2025-10-09T22:49:17.706269] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:17.706301] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:17.706328] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:17.706384] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:17.723670] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:17.724242] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:17.724323] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:17.724355] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:17.757492] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:17.757575] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:17.757639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:17.757718] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:17.760778] [DEBUG] [FORECASTER] KBDC: Forecast T+1@11:T+2@11: UP (p=80.43%) [2025-10-09T22:49:17.761040] [INFO ] [FORECASTER] Completed predict_future for KBDC [2025-10-09T22:49:17.761164] [INFO ] [sig ] KBDC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:17.903818] [INFO ] [LOCAL ] Saved forecast: KBDC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KBDC.txt [2025-10-09T22:49:17.904035] [WARN ] [sig ] [1109/2211] Failed KBDC after 0.2s | 4.35 sym/s | Total: 4.2m | ETA: 4.2m [2025-10-09T22:49:17.904110] [INFO ] [sig ] [1110/2211] Forecasting KBH... [2025-10-09T22:49:17.904150] [INFO ] [sig ] Generating forecast for: KBH [2025-10-09T22:49:17.904181] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KBH' from 'https://tdm.silogroup.org/data/derivative_storage/KBH.csv'. [2025-10-09T22:49:17.913635] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KBH'. [2025-10-09T22:49:17.913939] [INFO ] [FORECASTER] Starting predict_future for KBH [2025-10-09T22:49:17.943360] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:17.944136] [DEBUG] [LOCAL ] No optimal features file found for KBH: ./output/feature-sets/KBH.txt [2025-10-09T22:49:17.944205] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:17.944253] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:17.944282] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:17.944338] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:17.962605] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:17.963247] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:17.963338] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:17.963373] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:18.030088] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:18.030220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:18.030263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:18.030297] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:18.033848] [DEBUG] [FORECASTER] KBH: Forecast T+1@11:T+2@11: DOWN (p=15.98%) [2025-10-09T22:49:18.034128] [INFO ] [FORECASTER] Completed predict_future for KBH [2025-10-09T22:49:18.034260] [INFO ] [sig ] KBH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:18.183255] [INFO ] [LOCAL ] Saved forecast: KBH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KBH.txt [2025-10-09T22:49:18.183501] [WARN ] [sig ] [1110/2211] Failed KBH after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:18.183583] [INFO ] [sig ] [1111/2211] Forecasting KBR... [2025-10-09T22:49:18.183631] [INFO ] [sig ] Generating forecast for: KBR [2025-10-09T22:49:18.183711] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KBR' from 'https://tdm.silogroup.org/data/derivative_storage/KBR.csv'. [2025-10-09T22:49:18.194232] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KBR'. [2025-10-09T22:49:18.194547] [INFO ] [FORECASTER] Starting predict_future for KBR [2025-10-09T22:49:18.221901] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:18.222591] [DEBUG] [LOCAL ] No optimal features file found for KBR: ./output/feature-sets/KBR.txt [2025-10-09T22:49:18.222667] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:18.222721] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:18.222752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:18.222808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:18.241049] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:18.241682] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:18.241771] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:18.241806] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:18.274996] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:18.275092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:18.275128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:18.275578] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:18.280965] [DEBUG] [FORECASTER] KBR: Forecast T+1@11:T+2@11: DOWN (p=1.61%) [2025-10-09T22:49:18.281241] [INFO ] [FORECASTER] Completed predict_future for KBR [2025-10-09T22:49:18.281376] [INFO ] [sig ] KBR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:18.433381] [INFO ] [LOCAL ] Saved forecast: KBR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KBR.txt [2025-10-09T22:49:18.433608] [WARN ] [sig ] [1111/2211] Failed KBR after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:18.433705] [INFO ] [sig ] [1112/2211] Forecasting KD... [2025-10-09T22:49:18.433746] [INFO ] [sig ] Generating forecast for: KD [2025-10-09T22:49:18.433776] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KD' from 'https://tdm.silogroup.org/data/derivative_storage/KD.csv'. [2025-10-09T22:49:18.443621] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KD'. [2025-10-09T22:49:18.443924] [INFO ] [FORECASTER] Starting predict_future for KD [2025-10-09T22:49:18.469822] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:18.470589] [DEBUG] [LOCAL ] No optimal features file found for KD: ./output/feature-sets/KD.txt [2025-10-09T22:49:18.470668] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:18.470730] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:18.470762] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:18.470821] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:18.489640] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:18.490294] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:18.490381] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:18.490416] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:18.530225] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:18.530340] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:18.530376] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:18.530405] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:18.533535] [DEBUG] [FORECASTER] KD: Forecast T+1@11:T+2@11: DOWN (p=5.41%) [2025-10-09T22:49:18.533836] [INFO ] [FORECASTER] Completed predict_future for KD [2025-10-09T22:49:18.533972] [INFO ] [sig ] KD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:18.689172] [INFO ] [LOCAL ] Saved forecast: KD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KD.txt [2025-10-09T22:49:18.689378] [WARN ] [sig ] [1112/2211] Failed KD after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:18.689451] [INFO ] [sig ] [1113/2211] Forecasting KEN... [2025-10-09T22:49:18.689491] [INFO ] [sig ] Generating forecast for: KEN [2025-10-09T22:49:18.689521] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEN' from 'https://tdm.silogroup.org/data/derivative_storage/KEN.csv'. [2025-10-09T22:49:18.699071] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KEN'. [2025-10-09T22:49:18.699354] [INFO ] [FORECASTER] Starting predict_future for KEN [2025-10-09T22:49:18.725090] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:18.725820] [DEBUG] [LOCAL ] No optimal features file found for KEN: ./output/feature-sets/KEN.txt [2025-10-09T22:49:18.725879] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:18.725954] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:18.726011] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:18.726121] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:18.745440] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:18.746093] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:18.746179] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:18.746214] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:18.781807] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:18.781919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:18.781956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:18.781987] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:18.785484] [DEBUG] [FORECASTER] KEN: Forecast T+1@11:T+2@11: DOWN (p=36.34%) [2025-10-09T22:49:18.785815] [INFO ] [FORECASTER] Completed predict_future for KEN [2025-10-09T22:49:18.785975] [INFO ] [sig ] KEN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:18.937012] [INFO ] [LOCAL ] Saved forecast: KEN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KEN.txt [2025-10-09T22:49:18.937217] [WARN ] [sig ] [1113/2211] Failed KEN after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:18.937292] [INFO ] [sig ] [1114/2211] Forecasting KEP... [2025-10-09T22:49:18.937332] [INFO ] [sig ] Generating forecast for: KEP [2025-10-09T22:49:18.937362] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEP' from 'https://tdm.silogroup.org/data/derivative_storage/KEP.csv'. [2025-10-09T22:49:18.947076] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KEP'. [2025-10-09T22:49:18.947363] [INFO ] [FORECASTER] Starting predict_future for KEP [2025-10-09T22:49:18.973728] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:18.974438] [DEBUG] [LOCAL ] No optimal features file found for KEP: ./output/feature-sets/KEP.txt [2025-10-09T22:49:18.974492] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:18.974524] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:18.974551] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:18.974606] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:18.992704] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:18.993323] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:18.993407] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:18.993440] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:19.032756] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:19.032863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:19.032899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:19.032925] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:19.036090] [DEBUG] [FORECASTER] KEP: Forecast T+1@11:T+2@11: UP (p=84.21%) [2025-10-09T22:49:19.036358] [INFO ] [FORECASTER] Completed predict_future for KEP [2025-10-09T22:49:19.036493] [INFO ] [sig ] KEP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:19.191049] [INFO ] [LOCAL ] Saved forecast: KEP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KEP.txt [2025-10-09T22:49:19.191377] [WARN ] [sig ] [1114/2211] Failed KEP after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:19.191462] [INFO ] [sig ] [1115/2211] Forecasting KEX... [2025-10-09T22:49:19.191501] [INFO ] [sig ] Generating forecast for: KEX [2025-10-09T22:49:19.191533] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEX' from 'https://tdm.silogroup.org/data/derivative_storage/KEX.csv'. [2025-10-09T22:49:19.204808] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KEX'. [2025-10-09T22:49:19.205482] [INFO ] [FORECASTER] Starting predict_future for KEX [2025-10-09T22:49:19.234353] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:19.235230] [DEBUG] [LOCAL ] No optimal features file found for KEX: ./output/feature-sets/KEX.txt [2025-10-09T22:49:19.235291] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:19.235326] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:19.235354] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:19.235412] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:19.253416] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:19.254141] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:19.254261] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:19.254316] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:19.292796] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:19.292952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:19.292993] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:19.293023] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:19.296735] [DEBUG] [FORECASTER] KEX: Forecast T+1@11:T+2@11: DOWN (p=8.25%) [2025-10-09T22:49:19.297049] [INFO ] [FORECASTER] Completed predict_future for KEX [2025-10-09T22:49:19.297199] [INFO ] [sig ] KEX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:19.451947] [INFO ] [LOCAL ] Saved forecast: KEX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KEX.txt [2025-10-09T22:49:19.452259] [WARN ] [sig ] [1115/2211] Failed KEX after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:19.452340] [INFO ] [sig ] [1116/2211] Forecasting KEYS... [2025-10-09T22:49:19.452391] [INFO ] [sig ] Generating forecast for: KEYS [2025-10-09T22:49:19.452424] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KEYS' from 'https://tdm.silogroup.org/data/derivative_storage/KEYS.csv'. [2025-10-09T22:49:19.463190] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KEYS'. [2025-10-09T22:49:19.463490] [INFO ] [FORECASTER] Starting predict_future for KEYS [2025-10-09T22:49:19.489594] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:19.490321] [DEBUG] [LOCAL ] No optimal features file found for KEYS: ./output/feature-sets/KEYS.txt [2025-10-09T22:49:19.490380] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:19.490415] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:19.490442] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:19.490499] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:19.507735] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:19.508299] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:19.508389] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:19.508423] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:19.545779] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:19.545857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:19.545892] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:19.545919] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:19.548994] [DEBUG] [FORECASTER] KEYS: Forecast T+1@11:T+2@11: DOWN (p=24.74%) [2025-10-09T22:49:19.549253] [INFO ] [FORECASTER] Completed predict_future for KEYS [2025-10-09T22:49:19.549393] [INFO ] [sig ] KEYS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:19.690867] [INFO ] [LOCAL ] Saved forecast: KEYS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KEYS.txt [2025-10-09T22:49:19.691130] [WARN ] [sig ] [1116/2211] Failed KEYS after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:19.691206] [INFO ] [sig ] [1117/2211] Forecasting KF... [2025-10-09T22:49:19.691244] [INFO ] [sig ] Generating forecast for: KF [2025-10-09T22:49:19.691277] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KF' from 'https://tdm.silogroup.org/data/derivative_storage/KF.csv'. [2025-10-09T22:49:19.701453] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KF'. [2025-10-09T22:49:19.701791] [INFO ] [FORECASTER] Starting predict_future for KF [2025-10-09T22:49:19.727491] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:19.728295] [DEBUG] [LOCAL ] No optimal features file found for KF: ./output/feature-sets/KF.txt [2025-10-09T22:49:19.728351] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:19.728384] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:19.728411] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:19.728467] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:19.745659] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:19.746221] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:19.746306] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:19.746339] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:19.782416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:19.782503] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:19.782542] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:19.782570] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:19.785759] [DEBUG] [FORECASTER] KF: Forecast T+1@11:T+2@11: UP (p=88.60%) [2025-10-09T22:49:19.786046] [INFO ] [FORECASTER] Completed predict_future for KF [2025-10-09T22:49:19.786184] [INFO ] [sig ] KF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:19.935185] [INFO ] [LOCAL ] Saved forecast: KF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KF.txt [2025-10-09T22:49:19.935469] [WARN ] [sig ] [1117/2211] Failed KF after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:19.935551] [INFO ] [sig ] [1118/2211] Forecasting KFRC... [2025-10-09T22:49:19.935590] [INFO ] [sig ] Generating forecast for: KFRC [2025-10-09T22:49:19.935620] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KFRC' from 'https://tdm.silogroup.org/data/derivative_storage/KFRC.csv'. [2025-10-09T22:49:19.949091] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KFRC'. [2025-10-09T22:49:19.949552] [INFO ] [FORECASTER] Starting predict_future for KFRC [2025-10-09T22:49:19.978831] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:19.979639] [DEBUG] [LOCAL ] No optimal features file found for KFRC: ./output/feature-sets/KFRC.txt [2025-10-09T22:49:19.979724] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:19.979760] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:19.979791] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:19.979849] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:19.998389] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:19.999113] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:19.999205] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:19.999306] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:20.036839] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:20.036996] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:20.037039] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:20.037070] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:20.040888] [DEBUG] [FORECASTER] KFRC: Forecast T+1@11:T+2@11: UP (p=50.12%) [2025-10-09T22:49:20.041196] [INFO ] [FORECASTER] Completed predict_future for KFRC [2025-10-09T22:49:20.041351] [INFO ] [sig ] KFRC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:20.188605] [INFO ] [LOCAL ] Saved forecast: KFRC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KFRC.txt [2025-10-09T22:49:20.188915] [WARN ] [sig ] [1118/2211] Failed KFRC after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:20.188996] [INFO ] [sig ] [1119/2211] Forecasting KFS... [2025-10-09T22:49:20.189037] [INFO ] [sig ] Generating forecast for: KFS [2025-10-09T22:49:20.189069] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KFS' from 'https://tdm.silogroup.org/data/derivative_storage/KFS.csv'. [2025-10-09T22:49:20.199375] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KFS'. [2025-10-09T22:49:20.199687] [INFO ] [FORECASTER] Starting predict_future for KFS [2025-10-09T22:49:20.225061] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:20.225774] [DEBUG] [LOCAL ] No optimal features file found for KFS: ./output/feature-sets/KFS.txt [2025-10-09T22:49:20.225829] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:20.225861] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:20.225889] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:20.225944] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:20.243113] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:20.243704] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:20.243809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:20.243844] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:20.277613] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:20.277715] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:20.277759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:20.277789] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:20.280820] [DEBUG] [FORECASTER] KFS: Forecast T+1@11:T+2@11: DOWN (p=3.23%) [2025-10-09T22:49:20.281075] [INFO ] [FORECASTER] Completed predict_future for KFS [2025-10-09T22:49:20.281210] [INFO ] [sig ] KFS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:20.423221] [INFO ] [LOCAL ] Saved forecast: KFS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KFS.txt [2025-10-09T22:49:20.423458] [WARN ] [sig ] [1119/2211] Failed KFS after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:20.423534] [INFO ] [sig ] [1120/2211] Forecasting KFY... [2025-10-09T22:49:20.423572] [INFO ] [sig ] Generating forecast for: KFY [2025-10-09T22:49:20.423604] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KFY' from 'https://tdm.silogroup.org/data/derivative_storage/KFY.csv'. [2025-10-09T22:49:20.436046] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KFY'. [2025-10-09T22:49:20.436397] [INFO ] [FORECASTER] Starting predict_future for KFY [2025-10-09T22:49:20.462253] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:20.462967] [DEBUG] [LOCAL ] No optimal features file found for KFY: ./output/feature-sets/KFY.txt [2025-10-09T22:49:20.463022] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:20.463056] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:20.463083] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:20.463144] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:20.480720] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:20.481273] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:20.481359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:20.481392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:20.516337] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:20.516448] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:20.516486] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:20.516516] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:20.519924] [DEBUG] [FORECASTER] KFY: Forecast T+1@11:T+2@11: UP (p=65.78%) [2025-10-09T22:49:20.520210] [INFO ] [FORECASTER] Completed predict_future for KFY [2025-10-09T22:49:20.520351] [INFO ] [sig ] KFY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:20.662066] [INFO ] [LOCAL ] Saved forecast: KFY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KFY.txt [2025-10-09T22:49:20.662328] [WARN ] [sig ] [1120/2211] Failed KFY after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:20.662404] [INFO ] [sig ] [1121/2211] Forecasting KGC... [2025-10-09T22:49:20.662443] [INFO ] [sig ] Generating forecast for: KGC [2025-10-09T22:49:20.662473] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KGC' from 'https://tdm.silogroup.org/data/derivative_storage/KGC.csv'. [2025-10-09T22:49:20.673454] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KGC'. [2025-10-09T22:49:20.673789] [INFO ] [FORECASTER] Starting predict_future for KGC [2025-10-09T22:49:20.699678] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:20.700361] [DEBUG] [LOCAL ] No optimal features file found for KGC: ./output/feature-sets/KGC.txt [2025-10-09T22:49:20.700431] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:20.700466] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:20.700494] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:20.700550] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:20.717958] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:20.718501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:20.718583] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:20.718617] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:20.749003] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:20.749096] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:20.749132] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:20.749160] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:20.752213] [DEBUG] [FORECASTER] KGC: Forecast T+1@11:T+2@11: UP (p=89.02%) [2025-10-09T22:49:20.752474] [INFO ] [FORECASTER] Completed predict_future for KGC [2025-10-09T22:49:20.752599] [INFO ] [sig ] KGC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:20.894710] [INFO ] [LOCAL ] Saved forecast: KGC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KGC.txt [2025-10-09T22:49:20.894971] [WARN ] [sig ] [1121/2211] Failed KGC after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:20.895044] [INFO ] [sig ] [1122/2211] Forecasting KGS... [2025-10-09T22:49:20.895098] [INFO ] [sig ] Generating forecast for: KGS [2025-10-09T22:49:20.895130] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KGS' from 'https://tdm.silogroup.org/data/derivative_storage/KGS.csv'. [2025-10-09T22:49:20.905209] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KGS'. [2025-10-09T22:49:20.905516] [INFO ] [FORECASTER] Starting predict_future for KGS [2025-10-09T22:49:20.931461] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:20.932174] [DEBUG] [LOCAL ] No optimal features file found for KGS: ./output/feature-sets/KGS.txt [2025-10-09T22:49:20.932229] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:20.932263] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:20.932290] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:20.932347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:20.949824] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:20.950373] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:20.950459] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:20.950493] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:20.990542] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:20.990629] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:20.990704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:20.990744] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:20.993959] [DEBUG] [FORECASTER] KGS: Forecast T+1@11:T+2@11: UP (p=60.93%) [2025-10-09T22:49:20.994232] [INFO ] [FORECASTER] Completed predict_future for KGS [2025-10-09T22:49:20.994381] [INFO ] [sig ] KGS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:21.137676] [INFO ] [LOCAL ] Saved forecast: KGS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KGS.txt [2025-10-09T22:49:21.137950] [WARN ] [sig ] [1122/2211] Failed KGS after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:21.138026] [INFO ] [sig ] [1123/2211] Forecasting KIM... [2025-10-09T22:49:21.138065] [INFO ] [sig ] Generating forecast for: KIM [2025-10-09T22:49:21.138106] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KIM' from 'https://tdm.silogroup.org/data/derivative_storage/KIM.csv'. [2025-10-09T22:49:21.147895] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KIM'. [2025-10-09T22:49:21.148173] [INFO ] [FORECASTER] Starting predict_future for KIM [2025-10-09T22:49:21.173529] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:21.174235] [DEBUG] [LOCAL ] No optimal features file found for KIM: ./output/feature-sets/KIM.txt [2025-10-09T22:49:21.174289] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:21.174323] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:21.174351] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:21.174409] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:21.191576] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:21.192175] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:21.192261] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:21.192295] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:21.228078] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:21.228184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:21.228221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:21.228250] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:21.231562] [DEBUG] [FORECASTER] KIM: Forecast T+1@11:T+2@11: UP (p=94.74%) [2025-10-09T22:49:21.231867] [INFO ] [FORECASTER] Completed predict_future for KIM [2025-10-09T22:49:21.232008] [INFO ] [sig ] KIM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:21.380762] [INFO ] [LOCAL ] Saved forecast: KIM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KIM.txt [2025-10-09T22:49:21.381429] [WARN ] [sig ] [1123/2211] Failed KIM after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:21.381527] [INFO ] [sig ] [1124/2211] Forecasting KIO... [2025-10-09T22:49:21.381583] [INFO ] [sig ] Generating forecast for: KIO [2025-10-09T22:49:21.381620] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KIO' from 'https://tdm.silogroup.org/data/derivative_storage/KIO.csv'. [2025-10-09T22:49:21.395461] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KIO'. [2025-10-09T22:49:21.395877] [INFO ] [FORECASTER] Starting predict_future for KIO [2025-10-09T22:49:21.423241] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:21.424078] [DEBUG] [LOCAL ] No optimal features file found for KIO: ./output/feature-sets/KIO.txt [2025-10-09T22:49:21.424139] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:21.424175] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:21.424204] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:21.424262] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:21.443539] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:21.444168] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:21.444279] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:21.444354] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:21.477212] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:21.477313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:21.477350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:21.477378] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:21.480764] [DEBUG] [FORECASTER] KIO: Forecast T+1@11:T+2@11: DOWN (p=1.66%) [2025-10-09T22:49:21.481066] [INFO ] [FORECASTER] Completed predict_future for KIO [2025-10-09T22:49:21.481210] [INFO ] [sig ] KIO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:21.637343] [INFO ] [LOCAL ] Saved forecast: KIO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KIO.txt [2025-10-09T22:49:21.637693] [WARN ] [sig ] [1124/2211] Failed KIO after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:21.637779] [INFO ] [sig ] [1125/2211] Forecasting KKR... [2025-10-09T22:49:21.637821] [INFO ] [sig ] Generating forecast for: KKR [2025-10-09T22:49:21.637854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KKR' from 'https://tdm.silogroup.org/data/derivative_storage/KKR.csv'. [2025-10-09T22:49:21.648487] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KKR'. [2025-10-09T22:49:21.648842] [INFO ] [FORECASTER] Starting predict_future for KKR [2025-10-09T22:49:21.674136] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:21.674859] [DEBUG] [LOCAL ] No optimal features file found for KKR: ./output/feature-sets/KKR.txt [2025-10-09T22:49:21.674914] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:21.674948] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:21.675026] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:21.675093] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:21.692307] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:21.692895] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:21.692980] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:21.693014] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:21.727545] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:21.727695] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:21.727748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:21.727779] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:21.731060] [DEBUG] [FORECASTER] KKR: Forecast T+1@11:T+2@11: UP (p=58.60%) [2025-10-09T22:49:21.731329] [INFO ] [FORECASTER] Completed predict_future for KKR [2025-10-09T22:49:21.731459] [INFO ] [sig ] KKR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:21.874492] [INFO ] [LOCAL ] Saved forecast: KKR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KKR.txt [2025-10-09T22:49:21.874776] [WARN ] [sig ] [1125/2211] Failed KKR after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:21.874857] [INFO ] [sig ] [1126/2211] Forecasting KKRS... [2025-10-09T22:49:21.874896] [INFO ] [sig ] Generating forecast for: KKRS [2025-10-09T22:49:21.874928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KKRS' from 'https://tdm.silogroup.org/data/derivative_storage/KKRS.csv'. [2025-10-09T22:49:21.886816] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KKRS'. [2025-10-09T22:49:21.887210] [INFO ] [FORECASTER] Starting predict_future for KKRS [2025-10-09T22:49:21.915954] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:21.916791] [DEBUG] [LOCAL ] No optimal features file found for KKRS: ./output/feature-sets/KKRS.txt [2025-10-09T22:49:21.916848] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:21.916882] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:21.916909] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:21.916967] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:21.935034] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:21.935589] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:21.935699] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:21.935767] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:21.971290] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:21.971369] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:21.971405] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:21.971435] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:21.974562] [DEBUG] [FORECASTER] KKRS: Forecast T+1@11:T+2@11: DOWN (p=41.76%) [2025-10-09T22:49:21.974857] [INFO ] [FORECASTER] Completed predict_future for KKRS [2025-10-09T22:49:21.975002] [INFO ] [sig ] KKRS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:22.127416] [INFO ] [LOCAL ] Saved forecast: KKRS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KKRS.txt [2025-10-09T22:49:22.127708] [WARN ] [sig ] [1126/2211] Failed KKRS after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:22.127792] [INFO ] [sig ] [1127/2211] Forecasting KLC... [2025-10-09T22:49:22.127832] [INFO ] [sig ] Generating forecast for: KLC [2025-10-09T22:49:22.127863] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KLC' from 'https://tdm.silogroup.org/data/derivative_storage/KLC.csv'. [2025-10-09T22:49:22.138559] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KLC'. [2025-10-09T22:49:22.138853] [INFO ] [FORECASTER] Starting predict_future for KLC [2025-10-09T22:49:22.164030] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:22.164732] [DEBUG] [LOCAL ] No optimal features file found for KLC: ./output/feature-sets/KLC.txt [2025-10-09T22:49:22.164787] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:22.164820] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:22.164847] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:22.164903] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:22.182320] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:22.182905] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:22.182987] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:22.183020] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:22.220363] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:22.220446] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:22.220482] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:22.220510] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:22.223591] [DEBUG] [FORECASTER] KLC: Forecast T+1@11:T+2@11: DOWN (p=45.96%) [2025-10-09T22:49:22.223881] [INFO ] [FORECASTER] Completed predict_future for KLC [2025-10-09T22:49:22.224032] [INFO ] [sig ] KLC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:22.373082] [INFO ] [LOCAL ] Saved forecast: KLC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KLC.txt [2025-10-09T22:49:22.373312] [WARN ] [sig ] [1127/2211] Failed KLC after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:22.373398] [INFO ] [sig ] [1128/2211] Forecasting KMI... [2025-10-09T22:49:22.373453] [INFO ] [sig ] Generating forecast for: KMI [2025-10-09T22:49:22.373486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMI' from 'https://tdm.silogroup.org/data/derivative_storage/KMI.csv'. [2025-10-09T22:49:22.383511] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KMI'. [2025-10-09T22:49:22.383866] [INFO ] [FORECASTER] Starting predict_future for KMI [2025-10-09T22:49:22.409530] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:22.410282] [DEBUG] [LOCAL ] No optimal features file found for KMI: ./output/feature-sets/KMI.txt [2025-10-09T22:49:22.410356] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:22.410391] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:22.410418] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:22.410475] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:22.427888] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:22.428501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:22.428591] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:22.428626] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:22.464227] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:22.464376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:22.464434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:22.464465] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:22.467800] [DEBUG] [FORECASTER] KMI: Forecast T+1@11:T+2@11: DOWN (p=15.62%) [2025-10-09T22:49:22.468466] [INFO ] [FORECASTER] Completed predict_future for KMI [2025-10-09T22:49:22.468604] [INFO ] [sig ] KMI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:22.615515] [INFO ] [LOCAL ] Saved forecast: KMI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KMI.txt [2025-10-09T22:49:22.615827] [WARN ] [sig ] [1128/2211] Failed KMI after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.2m [2025-10-09T22:49:22.615909] [INFO ] [sig ] [1129/2211] Forecasting KMPB... [2025-10-09T22:49:22.615950] [INFO ] [sig ] Generating forecast for: KMPB [2025-10-09T22:49:22.615983] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMPB' from 'https://tdm.silogroup.org/data/derivative_storage/KMPB.csv'. [2025-10-09T22:49:22.626268] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KMPB'. [2025-10-09T22:49:22.626563] [INFO ] [FORECASTER] Starting predict_future for KMPB [2025-10-09T22:49:22.652843] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:22.653589] [DEBUG] [LOCAL ] No optimal features file found for KMPB: ./output/feature-sets/KMPB.txt [2025-10-09T22:49:22.653665] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:22.653721] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:22.653754] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:22.653812] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:22.671877] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:22.672428] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:22.672518] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:22.672553] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:22.706081] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:22.706181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:22.706219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:22.706249] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:22.709523] [DEBUG] [FORECASTER] KMPB: Forecast T+1@11:T+2@11: DOWN (p=2.15%) [2025-10-09T22:49:22.709830] [INFO ] [FORECASTER] Completed predict_future for KMPB [2025-10-09T22:49:22.709971] [INFO ] [sig ] KMPB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:22.854041] [INFO ] [LOCAL ] Saved forecast: KMPB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KMPB.txt [2025-10-09T22:49:22.854270] [WARN ] [sig ] [1129/2211] Failed KMPB after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T22:49:22.854347] [INFO ] [sig ] [1130/2211] Forecasting KMPR... [2025-10-09T22:49:22.854385] [INFO ] [sig ] Generating forecast for: KMPR [2025-10-09T22:49:22.854427] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMPR' from 'https://tdm.silogroup.org/data/derivative_storage/KMPR.csv'. [2025-10-09T22:49:22.865155] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KMPR'. [2025-10-09T22:49:22.865493] [INFO ] [FORECASTER] Starting predict_future for KMPR [2025-10-09T22:49:22.891880] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:22.892603] [DEBUG] [LOCAL ] No optimal features file found for KMPR: ./output/feature-sets/KMPR.txt [2025-10-09T22:49:22.892682] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:22.892733] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:22.892763] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:22.892823] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:22.910620] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:22.911262] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:22.911351] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:22.911386] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:22.951878] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:22.952006] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:22.952045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:22.952074] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:22.955432] [DEBUG] [FORECASTER] KMPR: Forecast T+1@11:T+2@11: DOWN (p=14.59%) [2025-10-09T22:49:22.955747] [INFO ] [FORECASTER] Completed predict_future for KMPR [2025-10-09T22:49:22.955897] [INFO ] [sig ] KMPR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:23.106071] [INFO ] [LOCAL ] Saved forecast: KMPR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KMPR.txt [2025-10-09T22:49:23.106316] [WARN ] [sig ] [1130/2211] Failed KMPR after 0.3s | 4.35 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T22:49:23.106393] [INFO ] [sig ] [1131/2211] Forecasting KMT... [2025-10-09T22:49:23.106436] [INFO ] [sig ] Generating forecast for: KMT [2025-10-09T22:49:23.106468] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMT' from 'https://tdm.silogroup.org/data/derivative_storage/KMT.csv'. [2025-10-09T22:49:23.116399] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KMT'. [2025-10-09T22:49:23.116699] [INFO ] [FORECASTER] Starting predict_future for KMT [2025-10-09T22:49:23.142047] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:23.142754] [DEBUG] [LOCAL ] No optimal features file found for KMT: ./output/feature-sets/KMT.txt [2025-10-09T22:49:23.142809] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:23.142842] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:23.142868] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:23.142924] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:23.160252] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:23.160899] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:23.160983] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:23.161018] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:23.201757] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:23.201862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:23.201901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:23.201930] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:23.205169] [DEBUG] [FORECASTER] KMT: Forecast T+1@11:T+2@11: UP (p=80.12%) [2025-10-09T22:49:23.205454] [INFO ] [FORECASTER] Completed predict_future for KMT [2025-10-09T22:49:23.205586] [INFO ] [sig ] KMT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:23.353401] [INFO ] [LOCAL ] Saved forecast: KMT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KMT.txt [2025-10-09T22:49:23.353678] [WARN ] [sig ] [1131/2211] Failed KMT after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T22:49:23.353760] [INFO ] [sig ] [1132/2211] Forecasting KMX... [2025-10-09T22:49:23.353798] [INFO ] [sig ] Generating forecast for: KMX [2025-10-09T22:49:23.353832] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KMX' from 'https://tdm.silogroup.org/data/derivative_storage/KMX.csv'. [2025-10-09T22:49:23.359026] [WARN ] [REMOTE ] Historical data not found for symbol 'KMX' (404). [2025-10-09T22:49:23.359276] [FATAL] [sig ] KMX: No historical data fetched. [2025-10-09T22:49:23.359369] [WARN ] [sig ] [1132/2211] Failed KMX after 0.0s | 4.35 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T22:49:23.359443] [INFO ] [sig ] [1133/2211] Forecasting KN... [2025-10-09T22:49:23.359485] [INFO ] [sig ] Generating forecast for: KN [2025-10-09T22:49:23.359515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KN' from 'https://tdm.silogroup.org/data/derivative_storage/KN.csv'. [2025-10-09T22:49:23.368929] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KN'. [2025-10-09T22:49:23.369211] [INFO ] [FORECASTER] Starting predict_future for KN [2025-10-09T22:49:23.394844] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:23.395548] [DEBUG] [LOCAL ] No optimal features file found for KN: ./output/feature-sets/KN.txt [2025-10-09T22:49:23.395601] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:23.395633] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:23.395699] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:23.395767] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:23.413802] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:23.414432] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:23.414523] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:23.414559] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:23.450733] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:23.450828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:23.450865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:23.450894] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:23.454046] [DEBUG] [FORECASTER] KN: Forecast T+1@11:T+2@11: UP (p=60.38%) [2025-10-09T22:49:23.454307] [INFO ] [FORECASTER] Completed predict_future for KN [2025-10-09T22:49:23.454439] [INFO ] [sig ] KN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:23.599515] [INFO ] [LOCAL ] Saved forecast: KN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KN.txt [2025-10-09T22:49:23.599783] [WARN ] [sig ] [1133/2211] Failed KN after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T22:49:23.599863] [INFO ] [sig ] [1134/2211] Forecasting KNF... [2025-10-09T22:49:23.599901] [INFO ] [sig ] Generating forecast for: KNF [2025-10-09T22:49:23.599933] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNF' from 'https://tdm.silogroup.org/data/derivative_storage/KNF.csv'. [2025-10-09T22:49:23.609636] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KNF'. [2025-10-09T22:49:23.609963] [INFO ] [FORECASTER] Starting predict_future for KNF [2025-10-09T22:49:23.636362] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:23.637118] [DEBUG] [LOCAL ] No optimal features file found for KNF: ./output/feature-sets/KNF.txt [2025-10-09T22:49:23.637191] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:23.637227] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:23.637255] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:23.637313] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:23.655212] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:23.655834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:23.655921] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:23.655955] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:23.682149] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:23.682249] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:23.682288] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:23.682320] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:23.685634] [DEBUG] [FORECASTER] KNF: Forecast T+1@11:T+2@11: DOWN (p=12.68%) [2025-10-09T22:49:23.685935] [INFO ] [FORECASTER] Completed predict_future for KNF [2025-10-09T22:49:23.686062] [INFO ] [sig ] KNF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:23.830272] [INFO ] [LOCAL ] Saved forecast: KNF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KNF.txt [2025-10-09T22:49:23.830497] [WARN ] [sig ] [1134/2211] Failed KNF after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T22:49:23.830573] [INFO ] [sig ] [1135/2211] Forecasting KNOP... [2025-10-09T22:49:23.830612] [INFO ] [sig ] Generating forecast for: KNOP [2025-10-09T22:49:23.830663] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNOP' from 'https://tdm.silogroup.org/data/derivative_storage/KNOP.csv'. [2025-10-09T22:49:23.839792] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KNOP'. [2025-10-09T22:49:23.840104] [INFO ] [FORECASTER] Starting predict_future for KNOP [2025-10-09T22:49:23.865498] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:23.866228] [DEBUG] [LOCAL ] No optimal features file found for KNOP: ./output/feature-sets/KNOP.txt [2025-10-09T22:49:23.866282] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:23.866315] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:23.866342] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:23.866397] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:23.885597] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:23.886411] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:23.886499] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:23.886534] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:23.918102] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:23.918298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:23.918344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:23.918374] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:23.922087] [DEBUG] [FORECASTER] KNOP: Forecast T+1@11:T+2@11: DOWN (p=41.11%) [2025-10-09T22:49:23.922383] [INFO ] [FORECASTER] Completed predict_future for KNOP [2025-10-09T22:49:23.922534] [INFO ] [sig ] KNOP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:24.065117] [INFO ] [LOCAL ] Saved forecast: KNOP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KNOP.txt [2025-10-09T22:49:24.065385] [WARN ] [sig ] [1135/2211] Failed KNOP after 0.2s | 4.35 sym/s | Total: 4.3m | ETA: 4.1m [2025-10-09T22:49:24.065460] [INFO ] [sig ] [1136/2211] Forecasting KNSL... [2025-10-09T22:49:24.065499] [INFO ] [sig ] Generating forecast for: KNSL [2025-10-09T22:49:24.065562] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNSL' from 'https://tdm.silogroup.org/data/derivative_storage/KNSL.csv'. [2025-10-09T22:49:24.074628] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KNSL'. [2025-10-09T22:49:24.074939] [INFO ] [FORECASTER] Starting predict_future for KNSL [2025-10-09T22:49:24.100280] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:24.101076] [DEBUG] [LOCAL ] No optimal features file found for KNSL: ./output/feature-sets/KNSL.txt [2025-10-09T22:49:24.101132] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:24.101166] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:24.101193] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:24.101249] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:24.118379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:24.119032] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:24.119122] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:24.119156] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:24.154744] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:24.154860] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:24.154896] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:24.154924] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:24.158198] [DEBUG] [FORECASTER] KNSL: Forecast T+1@11:T+2@11: UP (p=96.31%) [2025-10-09T22:49:24.158468] [INFO ] [FORECASTER] Completed predict_future for KNSL [2025-10-09T22:49:24.158606] [INFO ] [sig ] KNSL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:24.301277] [INFO ] [LOCAL ] Saved forecast: KNSL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KNSL.txt [2025-10-09T22:49:24.301568] [WARN ] [sig ] [1136/2211] Failed KNSL after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:24.301674] [INFO ] [sig ] [1137/2211] Forecasting KNTK... [2025-10-09T22:49:24.301727] [INFO ] [sig ] Generating forecast for: KNTK [2025-10-09T22:49:24.301760] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNTK' from 'https://tdm.silogroup.org/data/derivative_storage/KNTK.csv'. [2025-10-09T22:49:24.311405] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KNTK'. [2025-10-09T22:49:24.311851] [INFO ] [FORECASTER] Starting predict_future for KNTK [2025-10-09T22:49:24.337709] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:24.338515] [DEBUG] [LOCAL ] No optimal features file found for KNTK: ./output/feature-sets/KNTK.txt [2025-10-09T22:49:24.338570] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:24.338603] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:24.338630] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:24.338724] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:24.355961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:24.356807] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:24.356906] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:24.356940] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:24.393535] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:24.393761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:24.393814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:24.393845] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:24.397384] [DEBUG] [FORECASTER] KNTK: Forecast T+1@11:T+2@11: DOWN (p=38.68%) [2025-10-09T22:49:24.397784] [INFO ] [FORECASTER] Completed predict_future for KNTK [2025-10-09T22:49:24.397938] [INFO ] [sig ] KNTK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:24.540785] [INFO ] [LOCAL ] Saved forecast: KNTK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KNTK.txt [2025-10-09T22:49:24.541011] [WARN ] [sig ] [1137/2211] Failed KNTK after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:24.541089] [INFO ] [sig ] [1138/2211] Forecasting KNX... [2025-10-09T22:49:24.541127] [INFO ] [sig ] Generating forecast for: KNX [2025-10-09T22:49:24.541158] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KNX' from 'https://tdm.silogroup.org/data/derivative_storage/KNX.csv'. [2025-10-09T22:49:24.550627] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KNX'. [2025-10-09T22:49:24.550905] [INFO ] [FORECASTER] Starting predict_future for KNX [2025-10-09T22:49:24.576087] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:24.576809] [DEBUG] [LOCAL ] No optimal features file found for KNX: ./output/feature-sets/KNX.txt [2025-10-09T22:49:24.576864] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:24.576898] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:24.576925] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:24.576981] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:24.594628] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:24.595187] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:24.595267] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:24.595301] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:24.632717] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:24.632828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:24.632864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:24.632892] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:24.636107] [DEBUG] [FORECASTER] KNX: Forecast T+1@11:T+2@11: DOWN (p=7.70%) [2025-10-09T22:49:24.636372] [INFO ] [FORECASTER] Completed predict_future for KNX [2025-10-09T22:49:24.636503] [INFO ] [sig ] KNX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:24.780972] [INFO ] [LOCAL ] Saved forecast: KNX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KNX.txt [2025-10-09T22:49:24.781299] [WARN ] [sig ] [1138/2211] Failed KNX after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:24.781392] [INFO ] [sig ] [1139/2211] Forecasting KODK... [2025-10-09T22:49:24.781438] [INFO ] [sig ] Generating forecast for: KODK [2025-10-09T22:49:24.781470] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KODK' from 'https://tdm.silogroup.org/data/derivative_storage/KODK.csv'. [2025-10-09T22:49:24.791509] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KODK'. [2025-10-09T22:49:24.791969] [INFO ] [FORECASTER] Starting predict_future for KODK [2025-10-09T22:49:24.819335] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:24.820238] [DEBUG] [LOCAL ] No optimal features file found for KODK: ./output/feature-sets/KODK.txt [2025-10-09T22:49:24.820295] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:24.820330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:24.820358] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:24.820414] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:24.838695] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:24.839464] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:24.839588] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:24.839626] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:24.877820] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:24.878022] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:24.878067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:24.878096] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:24.882033] [DEBUG] [FORECASTER] KODK: Forecast T+1@11:T+2@11: DOWN (p=41.83%) [2025-10-09T22:49:24.882325] [INFO ] [FORECASTER] Completed predict_future for KODK [2025-10-09T22:49:24.882468] [INFO ] [sig ] KODK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:25.033215] [INFO ] [LOCAL ] Saved forecast: KODK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KODK.txt [2025-10-09T22:49:25.033548] [WARN ] [sig ] [1139/2211] Failed KODK after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:25.033633] [INFO ] [sig ] [1140/2211] Forecasting KOF... [2025-10-09T22:49:25.033714] [INFO ] [sig ] Generating forecast for: KOF [2025-10-09T22:49:25.033752] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KOF' from 'https://tdm.silogroup.org/data/derivative_storage/KOF.csv'. [2025-10-09T22:49:25.042913] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KOF'. [2025-10-09T22:49:25.043266] [INFO ] [FORECASTER] Starting predict_future for KOF [2025-10-09T22:49:25.068778] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:25.069511] [DEBUG] [LOCAL ] No optimal features file found for KOF: ./output/feature-sets/KOF.txt [2025-10-09T22:49:25.069571] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:25.069606] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:25.069634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:25.069734] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:25.087490] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:25.088113] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:25.088201] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:25.088235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:25.125505] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:25.125594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:25.125630] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:25.125697] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:25.128912] [DEBUG] [FORECASTER] KOF: Forecast T+1@11:T+2@11: DOWN (p=47.08%) [2025-10-09T22:49:25.129176] [INFO ] [FORECASTER] Completed predict_future for KOF [2025-10-09T22:49:25.129308] [INFO ] [sig ] KOF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:25.273930] [INFO ] [LOCAL ] Saved forecast: KOF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KOF.txt [2025-10-09T22:49:25.274164] [WARN ] [sig ] [1140/2211] Failed KOF after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:25.274241] [INFO ] [sig ] [1141/2211] Forecasting KOP... [2025-10-09T22:49:25.274279] [INFO ] [sig ] Generating forecast for: KOP [2025-10-09T22:49:25.274311] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KOP' from 'https://tdm.silogroup.org/data/derivative_storage/KOP.csv'. [2025-10-09T22:49:25.284738] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KOP'. [2025-10-09T22:49:25.285078] [INFO ] [FORECASTER] Starting predict_future for KOP [2025-10-09T22:49:25.310470] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:25.311224] [DEBUG] [LOCAL ] No optimal features file found for KOP: ./output/feature-sets/KOP.txt [2025-10-09T22:49:25.311295] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:25.311330] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:25.311357] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:25.311412] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:25.329128] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:25.329728] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:25.329812] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:25.329846] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:25.364750] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:25.364835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:25.364870] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:25.364897] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:25.368019] [DEBUG] [FORECASTER] KOP: Forecast T+1@11:T+2@11: DOWN (p=1.40%) [2025-10-09T22:49:25.368275] [INFO ] [FORECASTER] Completed predict_future for KOP [2025-10-09T22:49:25.368417] [INFO ] [sig ] KOP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:25.511893] [INFO ] [LOCAL ] Saved forecast: KOP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KOP.txt [2025-10-09T22:49:25.512125] [WARN ] [sig ] [1141/2211] Failed KOP after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:25.512200] [INFO ] [sig ] [1142/2211] Forecasting KORE... [2025-10-09T22:49:25.512239] [INFO ] [sig ] Generating forecast for: KORE [2025-10-09T22:49:25.512270] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KORE' from 'https://tdm.silogroup.org/data/derivative_storage/KORE.csv'. [2025-10-09T22:49:25.520881] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KORE'. [2025-10-09T22:49:25.521151] [INFO ] [FORECASTER] Starting predict_future for KORE [2025-10-09T22:49:25.546988] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:25.547718] [DEBUG] [LOCAL ] No optimal features file found for KORE: ./output/feature-sets/KORE.txt [2025-10-09T22:49:25.547774] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:25.547806] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:25.547832] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:25.547888] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:25.565024] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:25.565557] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:25.565638] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:25.565713] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:25.604694] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:25.604791] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:25.604828] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:25.604856] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:25.607957] [DEBUG] [FORECASTER] KORE: Forecast T+1@11:T+2@11: DOWN (p=33.54%) [2025-10-09T22:49:25.608219] [INFO ] [FORECASTER] Completed predict_future for KORE [2025-10-09T22:49:25.608350] [INFO ] [sig ] KORE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:25.752151] [INFO ] [LOCAL ] Saved forecast: KORE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KORE.txt [2025-10-09T22:49:25.752384] [WARN ] [sig ] [1142/2211] Failed KORE after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:25.752473] [INFO ] [sig ] [1143/2211] Forecasting KOS... [2025-10-09T22:49:25.752521] [INFO ] [sig ] Generating forecast for: KOS [2025-10-09T22:49:25.752571] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KOS' from 'https://tdm.silogroup.org/data/derivative_storage/KOS.csv'. [2025-10-09T22:49:25.763994] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KOS'. [2025-10-09T22:49:25.764445] [INFO ] [FORECASTER] Starting predict_future for KOS [2025-10-09T22:49:25.792546] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:25.793409] [DEBUG] [LOCAL ] No optimal features file found for KOS: ./output/feature-sets/KOS.txt [2025-10-09T22:49:25.793529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:25.793578] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:25.793608] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:25.793712] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:25.811902] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:25.812868] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:25.812965] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:25.812999] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:25.848335] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:25.848481] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:25.848527] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:25.848563] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:25.852175] [DEBUG] [FORECASTER] KOS: Forecast T+1@11:T+2@11: UP (p=92.19%) [2025-10-09T22:49:25.852505] [INFO ] [FORECASTER] Completed predict_future for KOS [2025-10-09T22:49:25.852692] [INFO ] [sig ] KOS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:25.999203] [INFO ] [LOCAL ] Saved forecast: KOS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KOS.txt [2025-10-09T22:49:25.999432] [WARN ] [sig ] [1143/2211] Failed KOS after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:25.999511] [INFO ] [sig ] [1144/2211] Forecasting KR... [2025-10-09T22:49:25.999550] [INFO ] [sig ] Generating forecast for: KR [2025-10-09T22:49:25.999582] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KR' from 'https://tdm.silogroup.org/data/derivative_storage/KR.csv'. [2025-10-09T22:49:26.010228] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KR'. [2025-10-09T22:49:26.010611] [INFO ] [FORECASTER] Starting predict_future for KR [2025-10-09T22:49:26.036373] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:26.037144] [DEBUG] [LOCAL ] No optimal features file found for KR: ./output/feature-sets/KR.txt [2025-10-09T22:49:26.037200] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:26.037233] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:26.037261] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:26.037318] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:26.054754] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:26.055328] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:26.055416] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:26.055449] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:26.090804] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:26.091004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:26.091050] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:26.091078] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:26.094953] [DEBUG] [FORECASTER] KR: Forecast T+1@11:T+2@11: DOWN (p=38.14%) [2025-10-09T22:49:26.095306] [INFO ] [FORECASTER] Completed predict_future for KR [2025-10-09T22:49:26.095451] [INFO ] [sig ] KR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:26.244845] [INFO ] [LOCAL ] Saved forecast: KR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KR.txt [2025-10-09T22:49:26.245109] [WARN ] [sig ] [1144/2211] Failed KR after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:26.245188] [INFO ] [sig ] [1145/2211] Forecasting KRC... [2025-10-09T22:49:26.245228] [INFO ] [sig ] Generating forecast for: KRC [2025-10-09T22:49:26.245259] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRC' from 'https://tdm.silogroup.org/data/derivative_storage/KRC.csv'. [2025-10-09T22:49:26.256169] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KRC'. [2025-10-09T22:49:26.256521] [INFO ] [FORECASTER] Starting predict_future for KRC [2025-10-09T22:49:26.282312] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:26.283106] [DEBUG] [LOCAL ] No optimal features file found for KRC: ./output/feature-sets/KRC.txt [2025-10-09T22:49:26.283161] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:26.283194] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:26.283221] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:26.283276] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:26.300986] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:26.301567] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:26.301700] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:26.301756] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:26.334667] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:26.334774] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:26.334812] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:26.334840] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:26.338190] [DEBUG] [FORECASTER] KRC: Forecast T+1@11:T+2@11: UP (p=98.87%) [2025-10-09T22:49:26.338502] [INFO ] [FORECASTER] Completed predict_future for KRC [2025-10-09T22:49:26.338688] [INFO ] [sig ] KRC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:26.489953] [INFO ] [LOCAL ] Saved forecast: KRC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KRC.txt [2025-10-09T22:49:26.490209] [WARN ] [sig ] [1145/2211] Failed KRC after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:26.490290] [INFO ] [sig ] [1146/2211] Forecasting KREF... [2025-10-09T22:49:26.490329] [INFO ] [sig ] Generating forecast for: KREF [2025-10-09T22:49:26.490361] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KREF' from 'https://tdm.silogroup.org/data/derivative_storage/KREF.csv'. [2025-10-09T22:49:26.499882] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KREF'. [2025-10-09T22:49:26.500179] [INFO ] [FORECASTER] Starting predict_future for KREF [2025-10-09T22:49:26.526711] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:26.527438] [DEBUG] [LOCAL ] No optimal features file found for KREF: ./output/feature-sets/KREF.txt [2025-10-09T22:49:26.527493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:26.527525] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:26.527553] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:26.527705] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:26.545287] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:26.545954] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:26.546044] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:26.546096] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:26.578776] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:26.578863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:26.578900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:26.579342] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:26.583785] [DEBUG] [FORECASTER] KREF: Forecast T+1@11:T+2@11: UP (p=91.31%) [2025-10-09T22:49:26.584054] [INFO ] [FORECASTER] Completed predict_future for KREF [2025-10-09T22:49:26.584195] [INFO ] [sig ] KREF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:26.726282] [INFO ] [LOCAL ] Saved forecast: KREF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KREF.txt [2025-10-09T22:49:26.726539] [WARN ] [sig ] [1146/2211] Failed KREF after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:26.726617] [INFO ] [sig ] [1147/2211] Forecasting KRG... [2025-10-09T22:49:26.726689] [INFO ] [sig ] Generating forecast for: KRG [2025-10-09T22:49:26.726737] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRG' from 'https://tdm.silogroup.org/data/derivative_storage/KRG.csv'. [2025-10-09T22:49:26.736005] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KRG'. [2025-10-09T22:49:26.736292] [INFO ] [FORECASTER] Starting predict_future for KRG [2025-10-09T22:49:26.762091] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:26.762838] [DEBUG] [LOCAL ] No optimal features file found for KRG: ./output/feature-sets/KRG.txt [2025-10-09T22:49:26.762911] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:26.762957] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:26.762987] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:26.763044] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:26.780957] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:26.781528] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:26.781613] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:26.781672] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:26.815144] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:26.815283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:26.815323] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:26.815354] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:26.818821] [DEBUG] [FORECASTER] KRG: Forecast T+1@11:T+2@11: UP (p=85.37%) [2025-10-09T22:49:26.819128] [INFO ] [FORECASTER] Completed predict_future for KRG [2025-10-09T22:49:26.819272] [INFO ] [sig ] KRG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:26.967240] [INFO ] [LOCAL ] Saved forecast: KRG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KRG.txt [2025-10-09T22:49:26.967496] [WARN ] [sig ] [1147/2211] Failed KRG after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:26.967575] [INFO ] [sig ] [1148/2211] Forecasting KRO... [2025-10-09T22:49:26.967677] [INFO ] [sig ] Generating forecast for: KRO [2025-10-09T22:49:26.967730] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRO' from 'https://tdm.silogroup.org/data/derivative_storage/KRO.csv'. [2025-10-09T22:49:26.977167] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KRO'. [2025-10-09T22:49:26.977459] [INFO ] [FORECASTER] Starting predict_future for KRO [2025-10-09T22:49:27.003107] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:27.003905] [DEBUG] [LOCAL ] No optimal features file found for KRO: ./output/feature-sets/KRO.txt [2025-10-09T22:49:27.003978] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:27.004012] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:27.004039] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:27.004094] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:27.022301] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:27.023010] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:27.023099] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:27.023134] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:27.061026] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:27.061246] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:27.061304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:27.061340] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:27.069962] [DEBUG] [FORECASTER] KRO: Forecast T+1@11:T+2@11: DOWN (p=1.10%) [2025-10-09T22:49:27.070637] [INFO ] [FORECASTER] Completed predict_future for KRO [2025-10-09T22:49:27.070884] [INFO ] [sig ] KRO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:27.222080] [INFO ] [LOCAL ] Saved forecast: KRO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KRO.txt [2025-10-09T22:49:27.222303] [WARN ] [sig ] [1148/2211] Failed KRO after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:27.222395] [INFO ] [sig ] [1149/2211] Forecasting KRP... [2025-10-09T22:49:27.222457] [INFO ] [sig ] Generating forecast for: KRP [2025-10-09T22:49:27.222493] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KRP' from 'https://tdm.silogroup.org/data/derivative_storage/KRP.csv'. [2025-10-09T22:49:27.232243] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KRP'. [2025-10-09T22:49:27.232630] [INFO ] [FORECASTER] Starting predict_future for KRP [2025-10-09T22:49:27.258512] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:27.259301] [DEBUG] [LOCAL ] No optimal features file found for KRP: ./output/feature-sets/KRP.txt [2025-10-09T22:49:27.259357] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:27.259390] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:27.259418] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:27.259476] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:27.277451] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:27.278073] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:27.278159] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:27.278193] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:27.308073] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:27.308155] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:27.308191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:27.308218] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:27.311279] [DEBUG] [FORECASTER] KRP: Forecast T+1@11:T+2@11: UP (p=94.42%) [2025-10-09T22:49:27.311557] [INFO ] [FORECASTER] Completed predict_future for KRP [2025-10-09T22:49:27.311732] [INFO ] [sig ] KRP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:27.457867] [INFO ] [LOCAL ] Saved forecast: KRP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KRP.txt [2025-10-09T22:49:27.458088] [WARN ] [sig ] [1149/2211] Failed KRP after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:27.458162] [INFO ] [sig ] [1150/2211] Forecasting KSS... [2025-10-09T22:49:27.458201] [INFO ] [sig ] Generating forecast for: KSS [2025-10-09T22:49:27.458232] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KSS' from 'https://tdm.silogroup.org/data/derivative_storage/KSS.csv'. [2025-10-09T22:49:27.468524] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KSS'. [2025-10-09T22:49:27.468900] [INFO ] [FORECASTER] Starting predict_future for KSS [2025-10-09T22:49:27.494374] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:27.495135] [DEBUG] [LOCAL ] No optimal features file found for KSS: ./output/feature-sets/KSS.txt [2025-10-09T22:49:27.495189] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:27.495222] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:27.495249] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:27.495305] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:27.512915] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:27.513445] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:27.513530] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:27.513563] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:27.545424] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:27.545540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:27.545578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:27.545609] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:27.552160] [DEBUG] [FORECASTER] KSS: Forecast T+1@11:T+2@11: UP (p=86.57%) [2025-10-09T22:49:27.552495] [INFO ] [FORECASTER] Completed predict_future for KSS [2025-10-09T22:49:27.552633] [INFO ] [sig ] KSS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:27.708791] [INFO ] [LOCAL ] Saved forecast: KSS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KSS.txt [2025-10-09T22:49:27.709044] [WARN ] [sig ] [1150/2211] Failed KSS after 0.3s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:27.709125] [INFO ] [sig ] [1151/2211] Forecasting KT... [2025-10-09T22:49:27.709165] [INFO ] [sig ] Generating forecast for: KT [2025-10-09T22:49:27.709197] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KT' from 'https://tdm.silogroup.org/data/derivative_storage/KT.csv'. [2025-10-09T22:49:27.718543] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KT'. [2025-10-09T22:49:27.718867] [INFO ] [FORECASTER] Starting predict_future for KT [2025-10-09T22:49:27.746127] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:27.747119] [DEBUG] [LOCAL ] No optimal features file found for KT: ./output/feature-sets/KT.txt [2025-10-09T22:49:27.747178] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:27.747213] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:27.747240] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:27.747297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:27.764676] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:27.765242] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:27.765329] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:27.765362] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:27.802447] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:27.802524] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:27.802560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:27.802587] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:27.805676] [DEBUG] [FORECASTER] KT: Forecast T+1@11:T+2@11: UP (p=89.81%) [2025-10-09T22:49:27.805939] [INFO ] [FORECASTER] Completed predict_future for KT [2025-10-09T22:49:27.806094] [INFO ] [sig ] KT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:27.951583] [INFO ] [LOCAL ] Saved forecast: KT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KT.txt [2025-10-09T22:49:27.951910] [WARN ] [sig ] [1151/2211] Failed KT after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:27.951994] [INFO ] [sig ] [1152/2211] Forecasting KTB... [2025-10-09T22:49:27.952034] [INFO ] [sig ] Generating forecast for: KTB [2025-10-09T22:49:27.952068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KTB' from 'https://tdm.silogroup.org/data/derivative_storage/KTB.csv'. [2025-10-09T22:49:27.962482] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KTB'. [2025-10-09T22:49:27.962856] [INFO ] [FORECASTER] Starting predict_future for KTB [2025-10-09T22:49:27.990377] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:27.991259] [DEBUG] [LOCAL ] No optimal features file found for KTB: ./output/feature-sets/KTB.txt [2025-10-09T22:49:27.991314] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:27.991348] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:27.991375] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:27.991432] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:28.009383] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:28.010097] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:28.010191] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:28.010226] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:28.048350] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:28.048451] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:28.048492] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:28.048522] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:28.051726] [DEBUG] [FORECASTER] KTB: Forecast T+1@11:T+2@11: DOWN (p=3.72%) [2025-10-09T22:49:28.051994] [INFO ] [FORECASTER] Completed predict_future for KTB [2025-10-09T22:49:28.052130] [INFO ] [sig ] KTB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:28.199001] [INFO ] [LOCAL ] Saved forecast: KTB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KTB.txt [2025-10-09T22:49:28.199256] [WARN ] [sig ] [1152/2211] Failed KTB after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:28.199360] [INFO ] [sig ] [1153/2211] Forecasting KTF... [2025-10-09T22:49:28.199412] [INFO ] [sig ] Generating forecast for: KTF [2025-10-09T22:49:28.199445] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KTF' from 'https://tdm.silogroup.org/data/derivative_storage/KTF.csv'. [2025-10-09T22:49:28.209191] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KTF'. [2025-10-09T22:49:28.209460] [INFO ] [FORECASTER] Starting predict_future for KTF [2025-10-09T22:49:28.234998] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:28.235721] [DEBUG] [LOCAL ] No optimal features file found for KTF: ./output/feature-sets/KTF.txt [2025-10-09T22:49:28.235776] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:28.235809] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:28.235837] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:28.235896] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:28.253363] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:28.254045] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:28.254133] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:28.254213] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:28.290804] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:28.290878] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:28.290912] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:28.290939] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:28.293976] [DEBUG] [FORECASTER] KTF: Forecast T+1@11:T+2@11: UP (p=61.91%) [2025-10-09T22:49:28.294231] [INFO ] [FORECASTER] Completed predict_future for KTF [2025-10-09T22:49:28.294362] [INFO ] [sig ] KTF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:28.443622] [INFO ] [LOCAL ] Saved forecast: KTF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KTF.txt [2025-10-09T22:49:28.444099] [WARN ] [sig ] [1153/2211] Failed KTF after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:28.444198] [INFO ] [sig ] [1154/2211] Forecasting KVUE... [2025-10-09T22:49:28.444274] [INFO ] [sig ] Generating forecast for: KVUE [2025-10-09T22:49:28.444344] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KVUE' from 'https://tdm.silogroup.org/data/derivative_storage/KVUE.csv'. [2025-10-09T22:49:28.454993] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KVUE'. [2025-10-09T22:49:28.455267] [INFO ] [FORECASTER] Starting predict_future for KVUE [2025-10-09T22:49:28.480476] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:28.481224] [DEBUG] [LOCAL ] No optimal features file found for KVUE: ./output/feature-sets/KVUE.txt [2025-10-09T22:49:28.481279] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:28.481312] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:28.481338] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:28.481393] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:28.498776] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:28.499307] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:28.499388] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:28.499420] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:28.535903] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:28.536019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:28.536057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:28.536085] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:28.539375] [DEBUG] [FORECASTER] KVUE: Forecast T+1@11:T+2@11: DOWN (p=2.70%) [2025-10-09T22:49:28.539675] [INFO ] [FORECASTER] Completed predict_future for KVUE [2025-10-09T22:49:28.539823] [INFO ] [sig ] KVUE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:28.682886] [INFO ] [LOCAL ] Saved forecast: KVUE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KVUE.txt [2025-10-09T22:49:28.683111] [WARN ] [sig ] [1154/2211] Failed KVUE after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:28.683186] [INFO ] [sig ] [1155/2211] Forecasting KVYO... [2025-10-09T22:49:28.683225] [INFO ] [sig ] Generating forecast for: KVYO [2025-10-09T22:49:28.683255] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KVYO' from 'https://tdm.silogroup.org/data/derivative_storage/KVYO.csv'. [2025-10-09T22:49:28.692411] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KVYO'. [2025-10-09T22:49:28.692709] [INFO ] [FORECASTER] Starting predict_future for KVYO [2025-10-09T22:49:28.718073] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:28.718797] [DEBUG] [LOCAL ] No optimal features file found for KVYO: ./output/feature-sets/KVYO.txt [2025-10-09T22:49:28.718851] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:28.718902] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:28.718930] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:28.718986] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:28.736392] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:28.736972] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:28.737054] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:28.737088] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:28.777518] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:28.777733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:28.777785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:28.777815] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:28.781897] [DEBUG] [FORECASTER] KVYO: Forecast T+1@11:T+2@11: UP (p=70.27%) [2025-10-09T22:49:28.782186] [INFO ] [FORECASTER] Completed predict_future for KVYO [2025-10-09T22:49:28.782326] [INFO ] [sig ] KVYO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:28.924909] [INFO ] [LOCAL ] Saved forecast: KVYO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/KVYO.txt [2025-10-09T22:49:28.925142] [WARN ] [sig ] [1155/2211] Failed KVYO after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.1m [2025-10-09T22:49:28.925216] [INFO ] [sig ] [1156/2211] Forecasting KW... [2025-10-09T22:49:28.925255] [INFO ] [sig ] Generating forecast for: KW [2025-10-09T22:49:28.925285] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KW' from 'https://tdm.silogroup.org/data/derivative_storage/KW.csv'. [2025-10-09T22:49:28.934526] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KW'. [2025-10-09T22:49:28.934823] [INFO ] [FORECASTER] Starting predict_future for KW [2025-10-09T22:49:28.960185] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:28.960967] [DEBUG] [LOCAL ] No optimal features file found for KW: ./output/feature-sets/KW.txt [2025-10-09T22:49:28.961026] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:28.961060] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:28.961088] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:28.961144] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:28.979134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:28.979747] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:28.979832] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:28.979864] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:29.015960] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:29.016042] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:29.016075] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:29.016102] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:29.019206] [DEBUG] [FORECASTER] KW: Forecast T+1@11:T+2@11: DOWN (p=3.36%) [2025-10-09T22:49:29.019464] [INFO ] [FORECASTER] Completed predict_future for KW [2025-10-09T22:49:29.019621] [INFO ] [sig ] KW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:29.163846] [INFO ] [LOCAL ] Saved forecast: KW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KW.txt [2025-10-09T22:49:29.164180] [WARN ] [sig ] [1156/2211] Failed KW after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T22:49:29.164235] [INFO ] [sig ] [1157/2211] Forecasting KWR... [2025-10-09T22:49:29.164267] [INFO ] [sig ] Generating forecast for: KWR [2025-10-09T22:49:29.164297] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KWR' from 'https://tdm.silogroup.org/data/derivative_storage/KWR.csv'. [2025-10-09T22:49:29.173858] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KWR'. [2025-10-09T22:49:29.174203] [INFO ] [FORECASTER] Starting predict_future for KWR [2025-10-09T22:49:29.200478] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:29.201266] [DEBUG] [LOCAL ] No optimal features file found for KWR: ./output/feature-sets/KWR.txt [2025-10-09T22:49:29.201321] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:29.201355] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:29.201383] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:29.201440] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:29.219275] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:29.220095] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:29.220185] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:29.220217] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:29.257012] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:29.257130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:29.257168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:29.257197] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:29.260516] [DEBUG] [FORECASTER] KWR: Forecast T+1@11:T+2@11: DOWN (p=7.05%) [2025-10-09T22:49:29.260853] [INFO ] [FORECASTER] Completed predict_future for KWR [2025-10-09T22:49:29.260990] [INFO ] [sig ] KWR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:29.409009] [INFO ] [LOCAL ] Saved forecast: KWR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KWR.txt [2025-10-09T22:49:29.409282] [WARN ] [sig ] [1157/2211] Failed KWR after 0.2s | 4.35 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T22:49:29.409367] [INFO ] [sig ] [1158/2211] Forecasting KYN... [2025-10-09T22:49:29.409408] [INFO ] [sig ] Generating forecast for: KYN [2025-10-09T22:49:29.409441] [DEBUG] [REMOTE ] Fetching historical data for symbol 'KYN' from 'https://tdm.silogroup.org/data/derivative_storage/KYN.csv'. [2025-10-09T22:49:29.420318] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'KYN'. [2025-10-09T22:49:29.420782] [INFO ] [FORECASTER] Starting predict_future for KYN [2025-10-09T22:49:29.447137] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:29.448007] [DEBUG] [LOCAL ] No optimal features file found for KYN: ./output/feature-sets/KYN.txt [2025-10-09T22:49:29.448063] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:29.448098] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:29.448126] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:29.448183] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:29.466862] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:29.467447] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:29.467533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:29.467566] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:29.507248] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:29.507359] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:29.507397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:29.507427] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:29.510864] [DEBUG] [FORECASTER] KYN: Forecast T+1@11:T+2@11: DOWN (p=27.85%) [2025-10-09T22:49:29.511140] [INFO ] [FORECASTER] Completed predict_future for KYN [2025-10-09T22:49:29.511272] [INFO ] [sig ] KYN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:29.662083] [INFO ] [LOCAL ] Saved forecast: KYN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/KYN.txt [2025-10-09T22:49:29.662415] [WARN ] [sig ] [1158/2211] Failed KYN after 0.3s | 4.34 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T22:49:29.662500] [INFO ] [sig ] [1159/2211] Forecasting L... [2025-10-09T22:49:29.662552] [INFO ] [sig ] Generating forecast for: L [2025-10-09T22:49:29.662607] [DEBUG] [REMOTE ] Fetching historical data for symbol 'L' from 'https://tdm.silogroup.org/data/derivative_storage/L.csv'. [2025-10-09T22:49:29.672811] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'L'. [2025-10-09T22:49:29.673125] [INFO ] [FORECASTER] Starting predict_future for L [2025-10-09T22:49:29.698463] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:29.699279] [DEBUG] [LOCAL ] No optimal features file found for L: ./output/feature-sets/L.txt [2025-10-09T22:49:29.699333] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:29.699367] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:29.699395] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:29.699450] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:29.716793] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:29.717396] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:29.717480] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:29.717515] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:29.755763] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:29.755898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:29.755935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:29.755964] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:29.759423] [DEBUG] [FORECASTER] L: Forecast T+1@11:T+2@11: DOWN (p=8.87%) [2025-10-09T22:49:29.759818] [INFO ] [FORECASTER] Completed predict_future for L [2025-10-09T22:49:29.759967] [INFO ] [sig ] L: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:29.903141] [INFO ] [LOCAL ] Saved forecast: L 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/L.txt [2025-10-09T22:49:29.903368] [WARN ] [sig ] [1159/2211] Failed L after 0.2s | 4.34 sym/s | Total: 4.4m | ETA: 4.0m [2025-10-09T22:49:29.903444] [INFO ] [sig ] [1160/2211] Forecasting LAC... [2025-10-09T22:49:29.903483] [INFO ] [sig ] Generating forecast for: LAC [2025-10-09T22:49:29.903515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAC' from 'https://tdm.silogroup.org/data/derivative_storage/LAC.csv'. [2025-10-09T22:49:29.914093] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LAC'. [2025-10-09T22:49:29.914587] [INFO ] [FORECASTER] Starting predict_future for LAC [2025-10-09T22:49:29.941470] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:29.942269] [DEBUG] [LOCAL ] No optimal features file found for LAC: ./output/feature-sets/LAC.txt [2025-10-09T22:49:29.942324] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:29.942415] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:29.942452] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:29.942527] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:29.961750] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:29.962513] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:29.962606] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:29.962668] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:30.008229] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:30.008527] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:30.008596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:30.008629] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:30.012179] [DEBUG] [FORECASTER] LAC: Forecast T+1@11:T+2@11: UP (p=69.48%) [2025-10-09T22:49:30.012457] [INFO ] [FORECASTER] Completed predict_future for LAC [2025-10-09T22:49:30.012590] [INFO ] [sig ] LAC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:30.165367] [INFO ] [LOCAL ] Saved forecast: LAC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LAC.txt [2025-10-09T22:49:30.165588] [WARN ] [sig ] [1160/2211] Failed LAC after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:30.165686] [INFO ] [sig ] [1161/2211] Forecasting LAD... [2025-10-09T22:49:30.165735] [INFO ] [sig ] Generating forecast for: LAD [2025-10-09T22:49:30.165767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAD' from 'https://tdm.silogroup.org/data/derivative_storage/LAD.csv'. [2025-10-09T22:49:30.175118] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'LAD'. [2025-10-09T22:49:30.175403] [INFO ] [FORECASTER] Starting predict_future for LAD [2025-10-09T22:49:30.202051] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:30.202810] [DEBUG] [LOCAL ] No optimal features file found for LAD: ./output/feature-sets/LAD.txt [2025-10-09T22:49:30.202867] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:30.202903] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:30.202932] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:30.202991] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:30.221675] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:30.222261] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:30.222353] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:30.222399] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:30.260389] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:30.260553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:30.260610] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:30.260667] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:30.264080] [DEBUG] [FORECASTER] LAD: Forecast T+1@11:T+2@11: UP (p=99.66%) [2025-10-09T22:49:30.264346] [INFO ] [FORECASTER] Completed predict_future for LAD [2025-10-09T22:49:30.264492] [INFO ] [sig ] LAD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:30.421539] [INFO ] [LOCAL ] Saved forecast: LAD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LAD.txt [2025-10-09T22:49:30.421818] [WARN ] [sig ] [1161/2211] Failed LAD after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:30.421896] [INFO ] [sig ] [1162/2211] Forecasting LADR... [2025-10-09T22:49:30.421936] [INFO ] [sig ] Generating forecast for: LADR [2025-10-09T22:49:30.421967] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LADR' from 'https://tdm.silogroup.org/data/derivative_storage/LADR.csv'. [2025-10-09T22:49:30.431069] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LADR'. [2025-10-09T22:49:30.431350] [INFO ] [FORECASTER] Starting predict_future for LADR [2025-10-09T22:49:30.457691] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:30.458417] [DEBUG] [LOCAL ] No optimal features file found for LADR: ./output/feature-sets/LADR.txt [2025-10-09T22:49:30.458474] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:30.458547] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:30.458597] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:30.458681] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:30.476696] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:30.477332] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:30.477417] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:30.477452] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:30.516457] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:30.516541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:30.516581] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:30.516608] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:30.519751] [DEBUG] [FORECASTER] LADR: Forecast T+1@11:T+2@11: DOWN (p=46.15%) [2025-10-09T22:49:30.520014] [INFO ] [FORECASTER] Completed predict_future for LADR [2025-10-09T22:49:30.520145] [INFO ] [sig ] LADR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:30.668258] [INFO ] [LOCAL ] Saved forecast: LADR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LADR.txt [2025-10-09T22:49:30.668502] [WARN ] [sig ] [1162/2211] Failed LADR after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:30.668599] [INFO ] [sig ] [1163/2211] Forecasting LANV... [2025-10-09T22:49:30.668682] [INFO ] [sig ] Generating forecast for: LANV [2025-10-09T22:49:30.668742] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LANV' from 'https://tdm.silogroup.org/data/derivative_storage/LANV.csv'. [2025-10-09T22:49:30.679696] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'LANV'. [2025-10-09T22:49:30.680074] [INFO ] [FORECASTER] Starting predict_future for LANV [2025-10-09T22:49:30.711745] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:30.712605] [DEBUG] [LOCAL ] No optimal features file found for LANV: ./output/feature-sets/LANV.txt [2025-10-09T22:49:30.712688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:30.712738] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:30.712768] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:30.712840] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:30.734093] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:30.734817] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:30.734916] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:30.734966] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:30.771972] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:30.772112] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:30.772152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:30.772181] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:30.777796] [DEBUG] [FORECASTER] LANV: Forecast T+1@11:T+2@11: UP (p=99.00%) [2025-10-09T22:49:30.778093] [INFO ] [FORECASTER] Completed predict_future for LANV [2025-10-09T22:49:30.778231] [INFO ] [sig ] LANV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:30.948042] [INFO ] [LOCAL ] Saved forecast: LANV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LANV.txt [2025-10-09T22:49:30.948306] [WARN ] [sig ] [1163/2211] Failed LANV after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:30.948386] [INFO ] [sig ] [1164/2211] Forecasting LAW... [2025-10-09T22:49:30.948425] [INFO ] [sig ] Generating forecast for: LAW [2025-10-09T22:49:30.948458] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAW' from 'https://tdm.silogroup.org/data/derivative_storage/LAW.csv'. [2025-10-09T22:49:30.958393] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LAW'. [2025-10-09T22:49:30.958790] [INFO ] [FORECASTER] Starting predict_future for LAW [2025-10-09T22:49:30.989508] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:30.990254] [DEBUG] [LOCAL ] No optimal features file found for LAW: ./output/feature-sets/LAW.txt [2025-10-09T22:49:30.990311] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:30.990345] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:30.990374] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:30.990431] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:31.010778] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:31.011338] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:31.011428] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:31.011462] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:31.051205] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:31.051308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:31.051346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:31.051375] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:31.055381] [DEBUG] [FORECASTER] LAW: Forecast T+1@11:T+2@11: UP (p=84.58%) [2025-10-09T22:49:31.055765] [INFO ] [FORECASTER] Completed predict_future for LAW [2025-10-09T22:49:31.055932] [INFO ] [sig ] LAW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:31.205246] [INFO ] [LOCAL ] Saved forecast: LAW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LAW.txt [2025-10-09T22:49:31.205470] [WARN ] [sig ] [1164/2211] Failed LAW after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:31.205544] [INFO ] [sig ] [1165/2211] Forecasting LAZ... [2025-10-09T22:49:31.205583] [INFO ] [sig ] Generating forecast for: LAZ [2025-10-09T22:49:31.205614] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LAZ' from 'https://tdm.silogroup.org/data/derivative_storage/LAZ.csv'. [2025-10-09T22:49:31.215182] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LAZ'. [2025-10-09T22:49:31.215462] [INFO ] [FORECASTER] Starting predict_future for LAZ [2025-10-09T22:49:31.242577] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:31.243478] [DEBUG] [LOCAL ] No optimal features file found for LAZ: ./output/feature-sets/LAZ.txt [2025-10-09T22:49:31.243536] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:31.243578] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:31.243612] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:31.243718] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:31.262457] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:31.263084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:31.263175] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:31.263211] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:31.300144] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:31.300274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:31.300314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:31.300345] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:31.303783] [DEBUG] [FORECASTER] LAZ: Forecast T+1@11:T+2@11: UP (p=95.13%) [2025-10-09T22:49:31.304063] [INFO ] [FORECASTER] Completed predict_future for LAZ [2025-10-09T22:49:31.304207] [INFO ] [sig ] LAZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:31.450281] [INFO ] [LOCAL ] Saved forecast: LAZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LAZ.txt [2025-10-09T22:49:31.450521] [WARN ] [sig ] [1165/2211] Failed LAZ after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:31.450599] [INFO ] [sig ] [1166/2211] Forecasting LB... [2025-10-09T22:49:31.450637] [INFO ] [sig ] Generating forecast for: LB [2025-10-09T22:49:31.450714] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LB' from 'https://tdm.silogroup.org/data/derivative_storage/LB.csv'. [2025-10-09T22:49:31.460271] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LB'. [2025-10-09T22:49:31.460560] [INFO ] [FORECASTER] Starting predict_future for LB [2025-10-09T22:49:31.486956] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:31.487788] [DEBUG] [LOCAL ] No optimal features file found for LB: ./output/feature-sets/LB.txt [2025-10-09T22:49:31.487844] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:31.487877] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:31.487905] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:31.487962] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:31.506285] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:31.506879] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:31.506966] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:31.507001] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:31.544003] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:31.544114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:31.544152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:31.544181] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:31.547803] [DEBUG] [FORECASTER] LB: Forecast T+1@11:T+2@11: UP (p=83.95%) [2025-10-09T22:49:31.548131] [INFO ] [FORECASTER] Completed predict_future for LB [2025-10-09T22:49:31.548320] [INFO ] [sig ] LB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:31.694905] [INFO ] [LOCAL ] Saved forecast: LB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LB.txt [2025-10-09T22:49:31.695149] [WARN ] [sig ] [1166/2211] Failed LB after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:31.695225] [INFO ] [sig ] [1167/2211] Forecasting LBRT... [2025-10-09T22:49:31.695264] [INFO ] [sig ] Generating forecast for: LBRT [2025-10-09T22:49:31.695295] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LBRT' from 'https://tdm.silogroup.org/data/derivative_storage/LBRT.csv'. [2025-10-09T22:49:31.705092] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LBRT'. [2025-10-09T22:49:31.705417] [INFO ] [FORECASTER] Starting predict_future for LBRT [2025-10-09T22:49:31.732241] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:31.733009] [DEBUG] [LOCAL ] No optimal features file found for LBRT: ./output/feature-sets/LBRT.txt [2025-10-09T22:49:31.733066] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:31.733100] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:31.733129] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:31.733188] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:31.751598] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:31.752280] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:31.752368] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:31.752403] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:31.796219] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:31.796580] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:31.796704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:31.796758] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:31.801187] [DEBUG] [FORECASTER] LBRT: Forecast T+1@11:T+2@11: DOWN (p=7.56%) [2025-10-09T22:49:31.801500] [INFO ] [FORECASTER] Completed predict_future for LBRT [2025-10-09T22:49:31.801704] [INFO ] [sig ] LBRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:32.031983] [INFO ] [LOCAL ] Saved forecast: LBRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LBRT.txt [2025-10-09T22:49:32.032175] [WARN ] [sig ] [1167/2211] Failed LBRT after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:32.032264] [INFO ] [sig ] [1168/2211] Forecasting LC... [2025-10-09T22:49:32.032303] [INFO ] [sig ] Generating forecast for: LC [2025-10-09T22:49:32.032334] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LC' from 'https://tdm.silogroup.org/data/derivative_storage/LC.csv'. [2025-10-09T22:49:32.042389] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LC'. [2025-10-09T22:49:32.042697] [INFO ] [FORECASTER] Starting predict_future for LC [2025-10-09T22:49:32.068950] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:32.069686] [DEBUG] [LOCAL ] No optimal features file found for LC: ./output/feature-sets/LC.txt [2025-10-09T22:49:32.069745] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:32.069779] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:32.069808] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:32.069898] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:32.088168] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:32.088814] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:32.088901] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:32.088937] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:32.125620] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:32.125748] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:32.125792] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:32.125825] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:32.129231] [DEBUG] [FORECASTER] LC: Forecast T+1@11:T+2@11: DOWN (p=13.32%) [2025-10-09T22:49:32.129523] [INFO ] [FORECASTER] Completed predict_future for LC [2025-10-09T22:49:32.129693] [INFO ] [sig ] LC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:32.277237] [INFO ] [LOCAL ] Saved forecast: LC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LC.txt [2025-10-09T22:49:32.277447] [WARN ] [sig ] [1168/2211] Failed LC after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:32.277525] [INFO ] [sig ] [1169/2211] Forecasting LCII... [2025-10-09T22:49:32.277565] [INFO ] [sig ] Generating forecast for: LCII [2025-10-09T22:49:32.277622] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LCII' from 'https://tdm.silogroup.org/data/derivative_storage/LCII.csv'. [2025-10-09T22:49:32.287464] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LCII'. [2025-10-09T22:49:32.287792] [INFO ] [FORECASTER] Starting predict_future for LCII [2025-10-09T22:49:32.313470] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:32.314230] [DEBUG] [LOCAL ] No optimal features file found for LCII: ./output/feature-sets/LCII.txt [2025-10-09T22:49:32.314285] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:32.314317] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:32.314389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:32.314468] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:32.332807] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:32.333359] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:32.333459] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:32.333524] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:32.370765] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:32.370851] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:32.370887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:32.370917] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:32.374152] [DEBUG] [FORECASTER] LCII: Forecast T+1@11:T+2@11: UP (p=77.49%) [2025-10-09T22:49:32.374420] [INFO ] [FORECASTER] Completed predict_future for LCII [2025-10-09T22:49:32.374557] [INFO ] [sig ] LCII: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:32.528267] [INFO ] [LOCAL ] Saved forecast: LCII 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LCII.txt [2025-10-09T22:49:32.528557] [WARN ] [sig ] [1169/2211] Failed LCII after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:32.528663] [INFO ] [sig ] [1170/2211] Forecasting LDI... [2025-10-09T22:49:32.528721] [INFO ] [sig ] Generating forecast for: LDI [2025-10-09T22:49:32.528758] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LDI' from 'https://tdm.silogroup.org/data/derivative_storage/LDI.csv'. [2025-10-09T22:49:32.539007] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LDI'. [2025-10-09T22:49:32.539335] [INFO ] [FORECASTER] Starting predict_future for LDI [2025-10-09T22:49:32.565179] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:32.565945] [DEBUG] [LOCAL ] No optimal features file found for LDI: ./output/feature-sets/LDI.txt [2025-10-09T22:49:32.566001] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:32.566036] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:32.566064] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:32.566123] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:32.584431] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:32.585198] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:32.585286] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:32.585323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:32.625231] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:32.625391] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:32.625460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:32.625496] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:32.629045] [DEBUG] [FORECASTER] LDI: Forecast T+1@11:T+2@11: DOWN (p=12.60%) [2025-10-09T22:49:32.629332] [INFO ] [FORECASTER] Completed predict_future for LDI [2025-10-09T22:49:32.629475] [INFO ] [sig ] LDI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:32.775299] [INFO ] [LOCAL ] Saved forecast: LDI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LDI.txt [2025-10-09T22:49:32.775598] [WARN ] [sig ] [1170/2211] Failed LDI after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:32.775722] [INFO ] [sig ] [1171/2211] Forecasting LDOS... [2025-10-09T22:49:32.775795] [INFO ] [sig ] Generating forecast for: LDOS [2025-10-09T22:49:32.775872] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LDOS' from 'https://tdm.silogroup.org/data/derivative_storage/LDOS.csv'. [2025-10-09T22:49:32.786112] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LDOS'. [2025-10-09T22:49:32.786527] [INFO ] [FORECASTER] Starting predict_future for LDOS [2025-10-09T22:49:32.813545] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:32.814340] [DEBUG] [LOCAL ] No optimal features file found for LDOS: ./output/feature-sets/LDOS.txt [2025-10-09T22:49:32.814395] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:32.814429] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:32.814456] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:32.814512] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:32.831849] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:32.832736] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:32.832830] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:32.832866] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:32.873457] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:32.873617] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:32.873690] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:32.873737] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:32.877220] [DEBUG] [FORECASTER] LDOS: Forecast T+1@11:T+2@11: DOWN (p=49.86%) [2025-10-09T22:49:32.877501] [INFO ] [FORECASTER] Completed predict_future for LDOS [2025-10-09T22:49:32.877700] [INFO ] [sig ] LDOS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:33.019710] [INFO ] [LOCAL ] Saved forecast: LDOS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LDOS.txt [2025-10-09T22:49:33.019962] [WARN ] [sig ] [1171/2211] Failed LDOS after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:33.020043] [INFO ] [sig ] [1172/2211] Forecasting LDP... [2025-10-09T22:49:33.020083] [INFO ] [sig ] Generating forecast for: LDP [2025-10-09T22:49:33.020114] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LDP' from 'https://tdm.silogroup.org/data/derivative_storage/LDP.csv'. [2025-10-09T22:49:33.030743] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LDP'. [2025-10-09T22:49:33.031086] [INFO ] [FORECASTER] Starting predict_future for LDP [2025-10-09T22:49:33.056758] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:33.057498] [DEBUG] [LOCAL ] No optimal features file found for LDP: ./output/feature-sets/LDP.txt [2025-10-09T22:49:33.057553] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:33.057605] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:33.057682] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:33.057759] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:33.075755] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:33.076629] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:33.076744] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:33.076783] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:33.112958] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:33.113146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:33.113191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:33.113222] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:33.117542] [DEBUG] [FORECASTER] LDP: Forecast T+1@11:T+2@11: UP (p=96.11%) [2025-10-09T22:49:33.118052] [INFO ] [FORECASTER] Completed predict_future for LDP [2025-10-09T22:49:33.118253] [INFO ] [sig ] LDP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:33.271543] [INFO ] [LOCAL ] Saved forecast: LDP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LDP.txt [2025-10-09T22:49:33.271823] [WARN ] [sig ] [1172/2211] Failed LDP after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:33.271908] [INFO ] [sig ] [1173/2211] Forecasting LEA... [2025-10-09T22:49:33.271949] [INFO ] [sig ] Generating forecast for: LEA [2025-10-09T22:49:33.271981] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEA' from 'https://tdm.silogroup.org/data/derivative_storage/LEA.csv'. [2025-10-09T22:49:33.282880] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LEA'. [2025-10-09T22:49:33.283309] [INFO ] [FORECASTER] Starting predict_future for LEA [2025-10-09T22:49:33.309285] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:33.310114] [DEBUG] [LOCAL ] No optimal features file found for LEA: ./output/feature-sets/LEA.txt [2025-10-09T22:49:33.310170] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:33.310204] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:33.310231] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:33.310287] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:33.327924] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:33.328831] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:33.328933] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:33.328967] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:33.379902] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:33.380261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:33.380338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:33.380393] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:33.384916] [DEBUG] [FORECASTER] LEA: Forecast T+1@11:T+2@11: DOWN (p=30.94%) [2025-10-09T22:49:33.385286] [INFO ] [FORECASTER] Completed predict_future for LEA [2025-10-09T22:49:33.385440] [INFO ] [sig ] LEA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:33.536561] [INFO ] [LOCAL ] Saved forecast: LEA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LEA.txt [2025-10-09T22:49:33.536867] [WARN ] [sig ] [1173/2211] Failed LEA after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:33.536965] [INFO ] [sig ] [1174/2211] Forecasting LEG... [2025-10-09T22:49:33.537036] [INFO ] [sig ] Generating forecast for: LEG [2025-10-09T22:49:33.537072] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEG' from 'https://tdm.silogroup.org/data/derivative_storage/LEG.csv'. [2025-10-09T22:49:33.547982] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LEG'. [2025-10-09T22:49:33.548312] [INFO ] [FORECASTER] Starting predict_future for LEG [2025-10-09T22:49:33.574436] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:33.575293] [DEBUG] [LOCAL ] No optimal features file found for LEG: ./output/feature-sets/LEG.txt [2025-10-09T22:49:33.575353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:33.575387] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:33.575416] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:33.575473] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:33.593418] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:33.594186] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:33.594280] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:33.594317] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:33.633984] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:33.634164] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:33.634260] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:33.634312] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:33.638045] [DEBUG] [FORECASTER] LEG: Forecast T+1@11:T+2@11: DOWN (p=0.47%) [2025-10-09T22:49:33.638332] [INFO ] [FORECASTER] Completed predict_future for LEG [2025-10-09T22:49:33.638475] [INFO ] [sig ] LEG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:33.810322] [INFO ] [LOCAL ] Saved forecast: LEG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LEG.txt [2025-10-09T22:49:33.810682] [WARN ] [sig ] [1174/2211] Failed LEG after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:33.810789] [INFO ] [sig ] [1175/2211] Forecasting LEN... [2025-10-09T22:49:33.810842] [INFO ] [sig ] Generating forecast for: LEN [2025-10-09T22:49:33.810882] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEN' from 'https://tdm.silogroup.org/data/derivative_storage/LEN.csv'. [2025-10-09T22:49:33.822842] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LEN'. [2025-10-09T22:49:33.823242] [INFO ] [FORECASTER] Starting predict_future for LEN [2025-10-09T22:49:33.852742] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:33.853744] [DEBUG] [LOCAL ] No optimal features file found for LEN: ./output/feature-sets/LEN.txt [2025-10-09T22:49:33.853807] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:33.853842] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:33.853869] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:33.853927] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:33.874482] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:33.875377] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:33.875472] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:33.875507] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:33.917971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:33.918138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:33.918182] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:33.918250] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:33.922590] [DEBUG] [FORECASTER] LEN: Forecast T+1@11:T+2@11: DOWN (p=49.23%) [2025-10-09T22:49:33.922931] [INFO ] [FORECASTER] Completed predict_future for LEN [2025-10-09T22:49:33.923091] [INFO ] [sig ] LEN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:34.102924] [INFO ] [LOCAL ] Saved forecast: LEN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LEN.txt [2025-10-09T22:49:34.103250] [WARN ] [sig ] [1175/2211] Failed LEN after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:34.103341] [INFO ] [sig ] [1176/2211] Forecasting LEO... [2025-10-09T22:49:34.103382] [INFO ] [sig ] Generating forecast for: LEO [2025-10-09T22:49:34.103416] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEO' from 'https://tdm.silogroup.org/data/derivative_storage/LEO.csv'. [2025-10-09T22:49:34.113406] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LEO'. [2025-10-09T22:49:34.113720] [INFO ] [FORECASTER] Starting predict_future for LEO [2025-10-09T22:49:34.139332] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:34.140061] [DEBUG] [LOCAL ] No optimal features file found for LEO: ./output/feature-sets/LEO.txt [2025-10-09T22:49:34.140120] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:34.140154] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:34.140181] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:34.140254] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:34.157710] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:34.158251] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:34.158334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:34.158367] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:34.195044] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:34.195233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:34.195278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:34.195307] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:34.199050] [DEBUG] [FORECASTER] LEO: Forecast T+1@11:T+2@11: DOWN (p=16.24%) [2025-10-09T22:49:34.199347] [INFO ] [FORECASTER] Completed predict_future for LEO [2025-10-09T22:49:34.199492] [INFO ] [sig ] LEO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:34.356801] [INFO ] [LOCAL ] Saved forecast: LEO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LEO.txt [2025-10-09T22:49:34.357085] [WARN ] [sig ] [1176/2211] Failed LEO after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:34.357169] [INFO ] [sig ] [1177/2211] Forecasting LEVI... [2025-10-09T22:49:34.357208] [INFO ] [sig ] Generating forecast for: LEVI [2025-10-09T22:49:34.357239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LEVI' from 'https://tdm.silogroup.org/data/derivative_storage/LEVI.csv'. [2025-10-09T22:49:34.367883] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LEVI'. [2025-10-09T22:49:34.368411] [INFO ] [FORECASTER] Starting predict_future for LEVI [2025-10-09T22:49:34.395171] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:34.396062] [DEBUG] [LOCAL ] No optimal features file found for LEVI: ./output/feature-sets/LEVI.txt [2025-10-09T22:49:34.396119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:34.396154] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:34.396243] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:34.396313] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:34.414490] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:34.415399] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:34.415489] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:34.415523] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:34.449700] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:34.449799] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:34.449837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:34.449865] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:34.452999] [DEBUG] [FORECASTER] LEVI: Forecast T+1@11:T+2@11: UP (p=62.98%) [2025-10-09T22:49:34.453270] [INFO ] [FORECASTER] Completed predict_future for LEVI [2025-10-09T22:49:34.453399] [INFO ] [sig ] LEVI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:34.596897] [INFO ] [LOCAL ] Saved forecast: LEVI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LEVI.txt [2025-10-09T22:49:34.597201] [WARN ] [sig ] [1177/2211] Failed LEVI after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:34.597283] [INFO ] [sig ] [1178/2211] Forecasting LFT... [2025-10-09T22:49:34.597323] [INFO ] [sig ] Generating forecast for: LFT [2025-10-09T22:49:34.597357] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LFT' from 'https://tdm.silogroup.org/data/derivative_storage/LFT.csv'. [2025-10-09T22:49:34.607203] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LFT'. [2025-10-09T22:49:34.607612] [INFO ] [FORECASTER] Starting predict_future for LFT [2025-10-09T22:49:34.632964] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:34.633634] [DEBUG] [LOCAL ] No optimal features file found for LFT: ./output/feature-sets/LFT.txt [2025-10-09T22:49:34.633719] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:34.633755] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:34.633782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:34.633838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:34.651204] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:34.651790] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:34.651873] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:34.651906] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:34.684082] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:34.684170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:34.684205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:34.684233] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:34.687297] [DEBUG] [FORECASTER] LFT: Forecast T+1@11:T+2@11: UP (p=59.78%) [2025-10-09T22:49:34.687556] [INFO ] [FORECASTER] Completed predict_future for LFT [2025-10-09T22:49:34.687744] [INFO ] [sig ] LFT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:34.837472] [INFO ] [LOCAL ] Saved forecast: LFT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LFT.txt [2025-10-09T22:49:34.837805] [WARN ] [sig ] [1178/2211] Failed LFT after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:34.837941] [INFO ] [sig ] [1179/2211] Forecasting LGI... [2025-10-09T22:49:34.837982] [INFO ] [sig ] Generating forecast for: LGI [2025-10-09T22:49:34.838013] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LGI' from 'https://tdm.silogroup.org/data/derivative_storage/LGI.csv'. [2025-10-09T22:49:34.844844] [WARN ] [REMOTE ] Historical data not found for symbol 'LGI' (404). [2025-10-09T22:49:34.845039] [FATAL] [sig ] LGI: No historical data fetched. [2025-10-09T22:49:34.845123] [WARN ] [sig ] [1179/2211] Failed LGI after 0.0s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:34.845168] [INFO ] [sig ] [1180/2211] Forecasting LH... [2025-10-09T22:49:34.845199] [INFO ] [sig ] Generating forecast for: LH [2025-10-09T22:49:34.845228] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LH' from 'https://tdm.silogroup.org/data/derivative_storage/LH.csv'. [2025-10-09T22:49:34.855745] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LH'. [2025-10-09T22:49:34.856129] [INFO ] [FORECASTER] Starting predict_future for LH [2025-10-09T22:49:34.881788] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:34.882770] [DEBUG] [LOCAL ] No optimal features file found for LH: ./output/feature-sets/LH.txt [2025-10-09T22:49:34.882829] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:34.882864] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:34.882892] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:34.882950] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:34.901082] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:34.901768] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:34.901862] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:34.901897] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:34.939829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:34.939918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:34.939989] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:34.940039] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:34.943154] [DEBUG] [FORECASTER] LH: Forecast T+1@11:T+2@11: DOWN (p=48.75%) [2025-10-09T22:49:34.943417] [INFO ] [FORECASTER] Completed predict_future for LH [2025-10-09T22:49:34.943551] [INFO ] [sig ] LH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:35.086507] [INFO ] [LOCAL ] Saved forecast: LH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LH.txt [2025-10-09T22:49:35.086778] [WARN ] [sig ] [1180/2211] Failed LH after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:35.086859] [INFO ] [sig ] [1181/2211] Forecasting LHX... [2025-10-09T22:49:35.086900] [INFO ] [sig ] Generating forecast for: LHX [2025-10-09T22:49:35.086932] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LHX' from 'https://tdm.silogroup.org/data/derivative_storage/LHX.csv'. [2025-10-09T22:49:35.096751] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LHX'. [2025-10-09T22:49:35.097050] [INFO ] [FORECASTER] Starting predict_future for LHX [2025-10-09T22:49:35.122851] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:35.123601] [DEBUG] [LOCAL ] No optimal features file found for LHX: ./output/feature-sets/LHX.txt [2025-10-09T22:49:35.123680] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:35.123731] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:35.123760] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:35.123818] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:35.141282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:35.141871] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:35.141958] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:35.141991] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:35.182269] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:35.182375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:35.182443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:35.182473] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:35.187914] [DEBUG] [FORECASTER] LHX: Forecast T+1@11:T+2@11: DOWN (p=4.62%) [2025-10-09T22:49:35.188206] [INFO ] [FORECASTER] Completed predict_future for LHX [2025-10-09T22:49:35.188360] [INFO ] [sig ] LHX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:35.331440] [INFO ] [LOCAL ] Saved forecast: LHX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LHX.txt [2025-10-09T22:49:35.331732] [WARN ] [sig ] [1181/2211] Failed LHX after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:35.331817] [INFO ] [sig ] [1182/2211] Forecasting LII... [2025-10-09T22:49:35.331856] [INFO ] [sig ] Generating forecast for: LII [2025-10-09T22:49:35.331887] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LII' from 'https://tdm.silogroup.org/data/derivative_storage/LII.csv'. [2025-10-09T22:49:35.341694] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LII'. [2025-10-09T22:49:35.341989] [INFO ] [FORECASTER] Starting predict_future for LII [2025-10-09T22:49:35.367740] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:35.368454] [DEBUG] [LOCAL ] No optimal features file found for LII: ./output/feature-sets/LII.txt [2025-10-09T22:49:35.368508] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:35.368540] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:35.368567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:35.368664] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:35.385926] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:35.386503] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:35.386586] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:35.386620] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:35.443855] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:35.444003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:35.444043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:35.444071] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:35.447509] [DEBUG] [FORECASTER] LII: Forecast T+1@11:T+2@11: UP (p=77.34%) [2025-10-09T22:49:35.447849] [INFO ] [FORECASTER] Completed predict_future for LII [2025-10-09T22:49:35.448002] [INFO ] [sig ] LII: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:35.591619] [INFO ] [LOCAL ] Saved forecast: LII 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LII.txt [2025-10-09T22:49:35.591923] [WARN ] [sig ] [1182/2211] Failed LII after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 4.0m [2025-10-09T22:49:35.592004] [INFO ] [sig ] [1183/2211] Forecasting LION... [2025-10-09T22:49:35.592044] [INFO ] [sig ] Generating forecast for: LION [2025-10-09T22:49:35.592076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LION' from 'https://tdm.silogroup.org/data/derivative_storage/LION.csv'. [2025-10-09T22:49:35.603989] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LION'. [2025-10-09T22:49:35.604569] [INFO ] [FORECASTER] Starting predict_future for LION [2025-10-09T22:49:35.631487] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:35.632378] [DEBUG] [LOCAL ] No optimal features file found for LION: ./output/feature-sets/LION.txt [2025-10-09T22:49:35.632437] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:35.632472] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:35.632501] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:35.632558] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:35.650762] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:35.651521] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:35.651615] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:35.651678] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:35.693989] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:35.694208] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:35.694294] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:35.694348] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:35.698190] [DEBUG] [FORECASTER] LION: Forecast T+1@11:T+2@11: DOWN (p=4.51%) [2025-10-09T22:49:35.698497] [INFO ] [FORECASTER] Completed predict_future for LION [2025-10-09T22:49:35.698685] [INFO ] [sig ] LION: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:35.845031] [INFO ] [LOCAL ] Saved forecast: LION 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LION.txt [2025-10-09T22:49:35.845293] [WARN ] [sig ] [1183/2211] Failed LION after 0.3s | 4.34 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T22:49:35.845370] [INFO ] [sig ] [1184/2211] Forecasting LITB... [2025-10-09T22:49:35.845408] [INFO ] [sig ] Generating forecast for: LITB [2025-10-09T22:49:35.845441] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LITB' from 'https://tdm.silogroup.org/data/derivative_storage/LITB.csv'. [2025-10-09T22:49:35.855585] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LITB'. [2025-10-09T22:49:35.855984] [INFO ] [FORECASTER] Starting predict_future for LITB [2025-10-09T22:49:35.881675] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:35.882424] [DEBUG] [LOCAL ] No optimal features file found for LITB: ./output/feature-sets/LITB.txt [2025-10-09T22:49:35.882493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:35.882538] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:35.882576] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:35.882688] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:35.901033] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:35.901758] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:35.901848] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:35.901883] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:35.946784] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:35.946948] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:35.947005] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:35.947037] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:35.950481] [DEBUG] [FORECASTER] LITB: Forecast T+1@11:T+2@11: DOWN (p=19.71%) [2025-10-09T22:49:35.950816] [INFO ] [FORECASTER] Completed predict_future for LITB [2025-10-09T22:49:35.950979] [INFO ] [sig ] LITB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:36.094874] [INFO ] [LOCAL ] Saved forecast: LITB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LITB.txt [2025-10-09T22:49:36.095158] [WARN ] [sig ] [1184/2211] Failed LITB after 0.2s | 4.34 sym/s | Total: 4.5m | ETA: 3.9m [2025-10-09T22:49:36.095241] [INFO ] [sig ] [1185/2211] Forecasting LLY... [2025-10-09T22:49:36.095280] [INFO ] [sig ] Generating forecast for: LLY [2025-10-09T22:49:36.095312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LLY' from 'https://tdm.silogroup.org/data/derivative_storage/LLY.csv'. [2025-10-09T22:49:36.105718] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LLY'. [2025-10-09T22:49:36.106039] [INFO ] [FORECASTER] Starting predict_future for LLY [2025-10-09T22:49:36.131435] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:36.132248] [DEBUG] [LOCAL ] No optimal features file found for LLY: ./output/feature-sets/LLY.txt [2025-10-09T22:49:36.132307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:36.132341] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:36.132369] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:36.132424] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:36.149698] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:36.150281] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:36.150370] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:36.150405] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:36.197931] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:36.198096] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:36.198137] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:36.198166] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:36.201808] [DEBUG] [FORECASTER] LLY: Forecast T+1@11:T+2@11: UP (p=96.69%) [2025-10-09T22:49:36.202112] [INFO ] [FORECASTER] Completed predict_future for LLY [2025-10-09T22:49:36.202266] [INFO ] [sig ] LLY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:36.365157] [INFO ] [LOCAL ] Saved forecast: LLY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LLY.txt [2025-10-09T22:49:36.365422] [WARN ] [sig ] [1185/2211] Failed LLY after 0.3s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:36.365500] [INFO ] [sig ] [1186/2211] Forecasting LMND... [2025-10-09T22:49:36.365540] [INFO ] [sig ] Generating forecast for: LMND [2025-10-09T22:49:36.365571] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LMND' from 'https://tdm.silogroup.org/data/derivative_storage/LMND.csv'. [2025-10-09T22:49:36.374784] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LMND'. [2025-10-09T22:49:36.375080] [INFO ] [FORECASTER] Starting predict_future for LMND [2025-10-09T22:49:36.401244] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:36.401988] [DEBUG] [LOCAL ] No optimal features file found for LMND: ./output/feature-sets/LMND.txt [2025-10-09T22:49:36.402044] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:36.402078] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:36.402105] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:36.402161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:36.419529] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:36.420118] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:36.420205] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:36.420239] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:36.463035] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:36.463130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:36.463166] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:36.463196] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:36.466391] [DEBUG] [FORECASTER] LMND: Forecast T+1@11:T+2@11: DOWN (p=4.34%) [2025-10-09T22:49:36.466690] [INFO ] [FORECASTER] Completed predict_future for LMND [2025-10-09T22:49:36.466841] [INFO ] [sig ] LMND: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:36.620430] [INFO ] [LOCAL ] Saved forecast: LMND 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LMND.txt [2025-10-09T22:49:36.620669] [WARN ] [sig ] [1186/2211] Failed LMND after 0.3s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:36.620754] [INFO ] [sig ] [1187/2211] Forecasting LMT... [2025-10-09T22:49:36.620792] [INFO ] [sig ] Generating forecast for: LMT [2025-10-09T22:49:36.620823] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LMT' from 'https://tdm.silogroup.org/data/derivative_storage/LMT.csv'. [2025-10-09T22:49:36.631333] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LMT'. [2025-10-09T22:49:36.631705] [INFO ] [FORECASTER] Starting predict_future for LMT [2025-10-09T22:49:36.657251] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:36.658015] [DEBUG] [LOCAL ] No optimal features file found for LMT: ./output/feature-sets/LMT.txt [2025-10-09T22:49:36.658072] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:36.658105] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:36.658133] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:36.658188] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:36.675311] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:36.675918] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:36.676003] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:36.676036] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:36.723687] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:36.723813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:36.723881] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:36.723913] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:36.727376] [DEBUG] [FORECASTER] LMT: Forecast T+1@11:T+2@11: DOWN (p=19.02%) [2025-10-09T22:49:36.727727] [INFO ] [FORECASTER] Completed predict_future for LMT [2025-10-09T22:49:36.727880] [INFO ] [sig ] LMT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:36.872770] [INFO ] [LOCAL ] Saved forecast: LMT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LMT.txt [2025-10-09T22:49:36.873104] [WARN ] [sig ] [1187/2211] Failed LMT after 0.3s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:36.873200] [INFO ] [sig ] [1188/2211] Forecasting LNC... [2025-10-09T22:49:36.873241] [INFO ] [sig ] Generating forecast for: LNC [2025-10-09T22:49:36.873274] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LNC' from 'https://tdm.silogroup.org/data/derivative_storage/LNC.csv'. [2025-10-09T22:49:36.882832] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LNC'. [2025-10-09T22:49:36.883109] [INFO ] [FORECASTER] Starting predict_future for LNC [2025-10-09T22:49:36.908731] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:36.909446] [DEBUG] [LOCAL ] No optimal features file found for LNC: ./output/feature-sets/LNC.txt [2025-10-09T22:49:36.909506] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:36.909541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:36.909567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:36.909622] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:36.927041] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:36.928117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:36.928212] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:36.928246] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:36.965312] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:36.965419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:36.965456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:36.965485] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:36.968787] [DEBUG] [FORECASTER] LNC: Forecast T+1@11:T+2@11: UP (p=81.42%) [2025-10-09T22:49:36.969061] [INFO ] [FORECASTER] Completed predict_future for LNC [2025-10-09T22:49:36.969203] [INFO ] [sig ] LNC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:37.112165] [INFO ] [LOCAL ] Saved forecast: LNC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LNC.txt [2025-10-09T22:49:37.112412] [WARN ] [sig ] [1188/2211] Failed LNC after 0.2s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:37.112490] [INFO ] [sig ] [1189/2211] Forecasting LND... [2025-10-09T22:49:37.112530] [INFO ] [sig ] Generating forecast for: LND [2025-10-09T22:49:37.112560] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LND' from 'https://tdm.silogroup.org/data/derivative_storage/LND.csv'. [2025-10-09T22:49:37.122209] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LND'. [2025-10-09T22:49:37.122469] [INFO ] [FORECASTER] Starting predict_future for LND [2025-10-09T22:49:37.147878] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:37.148571] [DEBUG] [LOCAL ] No optimal features file found for LND: ./output/feature-sets/LND.txt [2025-10-09T22:49:37.148626] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:37.148697] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:37.148740] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:37.148821] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:37.166661] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:37.167227] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:37.167314] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:37.167350] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:37.201154] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:37.201255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:37.201292] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:37.201320] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:37.204480] [DEBUG] [FORECASTER] LND: Forecast T+1@11:T+2@11: UP (p=65.58%) [2025-10-09T22:49:37.204792] [INFO ] [FORECASTER] Completed predict_future for LND [2025-10-09T22:49:37.204940] [INFO ] [sig ] LND: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:37.346953] [INFO ] [LOCAL ] Saved forecast: LND 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LND.txt [2025-10-09T22:49:37.347210] [WARN ] [sig ] [1189/2211] Failed LND after 0.2s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:37.347287] [INFO ] [sig ] [1190/2211] Forecasting LNG... [2025-10-09T22:49:37.347327] [INFO ] [sig ] Generating forecast for: LNG [2025-10-09T22:49:37.347358] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LNG' from 'https://tdm.silogroup.org/data/derivative_storage/LNG.csv'. [2025-10-09T22:49:37.358243] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LNG'. [2025-10-09T22:49:37.358588] [INFO ] [FORECASTER] Starting predict_future for LNG [2025-10-09T22:49:37.384267] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:37.385052] [DEBUG] [LOCAL ] No optimal features file found for LNG: ./output/feature-sets/LNG.txt [2025-10-09T22:49:37.385113] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:37.385146] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:37.385173] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:37.385230] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:37.403142] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:37.403765] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:37.403851] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:37.403885] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:37.437942] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:37.438125] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:37.438165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:37.438194] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:37.441782] [DEBUG] [FORECASTER] LNG: Forecast T+1@11:T+2@11: DOWN (p=7.43%) [2025-10-09T22:49:37.442067] [INFO ] [FORECASTER] Completed predict_future for LNG [2025-10-09T22:49:37.442206] [INFO ] [sig ] LNG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:37.589535] [INFO ] [LOCAL ] Saved forecast: LNG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LNG.txt [2025-10-09T22:49:37.589810] [WARN ] [sig ] [1190/2211] Failed LNG after 0.2s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:37.589896] [INFO ] [sig ] [1191/2211] Forecasting LNN... [2025-10-09T22:49:37.589937] [INFO ] [sig ] Generating forecast for: LNN [2025-10-09T22:49:37.589970] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LNN' from 'https://tdm.silogroup.org/data/derivative_storage/LNN.csv'. [2025-10-09T22:49:37.604722] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LNN'. [2025-10-09T22:49:37.606059] [INFO ] [FORECASTER] Starting predict_future for LNN [2025-10-09T22:49:37.632015] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:37.632758] [DEBUG] [LOCAL ] No optimal features file found for LNN: ./output/feature-sets/LNN.txt [2025-10-09T22:49:37.632818] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:37.632852] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:37.632878] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:37.632934] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:37.650097] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:37.650659] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:37.650747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:37.650785] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:37.688012] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:37.688124] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:37.688161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:37.688190] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:37.691379] [DEBUG] [FORECASTER] LNN: Forecast T+1@11:T+2@11: DOWN (p=41.81%) [2025-10-09T22:49:37.691670] [INFO ] [FORECASTER] Completed predict_future for LNN [2025-10-09T22:49:37.691825] [INFO ] [sig ] LNN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:37.836267] [INFO ] [LOCAL ] Saved forecast: LNN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LNN.txt [2025-10-09T22:49:37.836528] [WARN ] [sig ] [1191/2211] Failed LNN after 0.2s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:37.836606] [INFO ] [sig ] [1192/2211] Forecasting LOAR... [2025-10-09T22:49:37.836673] [INFO ] [sig ] Generating forecast for: LOAR [2025-10-09T22:49:37.836731] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOAR' from 'https://tdm.silogroup.org/data/derivative_storage/LOAR.csv'. [2025-10-09T22:49:37.848001] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LOAR'. [2025-10-09T22:49:37.848357] [INFO ] [FORECASTER] Starting predict_future for LOAR [2025-10-09T22:49:37.875594] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:37.876359] [DEBUG] [LOCAL ] No optimal features file found for LOAR: ./output/feature-sets/LOAR.txt [2025-10-09T22:49:37.876416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:37.876449] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:37.876476] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:37.876533] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:37.894581] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:37.895253] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:37.895342] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:37.895376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:37.936507] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:37.936627] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:37.936704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:37.936767] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:37.940555] [DEBUG] [FORECASTER] LOAR: Forecast T+1@11:T+2@11: UP (p=98.88%) [2025-10-09T22:49:37.940907] [INFO ] [FORECASTER] Completed predict_future for LOAR [2025-10-09T22:49:37.941055] [INFO ] [sig ] LOAR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:38.096740] [INFO ] [LOCAL ] Saved forecast: LOAR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LOAR.txt [2025-10-09T22:49:38.096992] [WARN ] [sig ] [1192/2211] Failed LOAR after 0.3s | 4.34 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:38.097069] [INFO ] [sig ] [1193/2211] Forecasting LOB... [2025-10-09T22:49:38.097109] [INFO ] [sig ] Generating forecast for: LOB [2025-10-09T22:49:38.097141] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOB' from 'https://tdm.silogroup.org/data/derivative_storage/LOB.csv'. [2025-10-09T22:49:38.107387] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LOB'. [2025-10-09T22:49:38.107778] [INFO ] [FORECASTER] Starting predict_future for LOB [2025-10-09T22:49:38.136428] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:38.137792] [DEBUG] [LOCAL ] No optimal features file found for LOB: ./output/feature-sets/LOB.txt [2025-10-09T22:49:38.137855] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:38.137891] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:38.137918] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:38.137976] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:38.156126] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:38.156694] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:38.156781] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:38.156815] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:38.194429] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:38.194553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:38.194591] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:38.194620] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:38.198114] [DEBUG] [FORECASTER] LOB: Forecast T+1@11:T+2@11: DOWN (p=0.39%) [2025-10-09T22:49:38.198401] [INFO ] [FORECASTER] Completed predict_future for LOB [2025-10-09T22:49:38.198544] [INFO ] [sig ] LOB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:38.350043] [INFO ] [LOCAL ] Saved forecast: LOB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LOB.txt [2025-10-09T22:49:38.350379] [WARN ] [sig ] [1193/2211] Failed LOB after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:38.350471] [INFO ] [sig ] [1194/2211] Forecasting LOCL... [2025-10-09T22:49:38.350526] [INFO ] [sig ] Generating forecast for: LOCL [2025-10-09T22:49:38.350569] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOCL' from 'https://tdm.silogroup.org/data/derivative_storage/LOCL.csv'. [2025-10-09T22:49:38.361247] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LOCL'. [2025-10-09T22:49:38.361551] [INFO ] [FORECASTER] Starting predict_future for LOCL [2025-10-09T22:49:38.387258] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:38.388015] [DEBUG] [LOCAL ] No optimal features file found for LOCL: ./output/feature-sets/LOCL.txt [2025-10-09T22:49:38.388070] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:38.388102] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:38.388128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:38.388184] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:38.405756] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:38.406301] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:38.406427] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:38.406481] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:38.441621] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:38.441837] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:38.441900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:38.441954] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:38.445101] [DEBUG] [FORECASTER] LOCL: Forecast T+1@11:T+2@11: DOWN (p=7.85%) [2025-10-09T22:49:38.445376] [INFO ] [FORECASTER] Completed predict_future for LOCL [2025-10-09T22:49:38.445508] [INFO ] [sig ] LOCL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:38.588699] [INFO ] [LOCAL ] Saved forecast: LOCL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LOCL.txt [2025-10-09T22:49:38.588980] [WARN ] [sig ] [1194/2211] Failed LOCL after 0.2s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:38.589059] [INFO ] [sig ] [1195/2211] Forecasting LOMA... [2025-10-09T22:49:38.589098] [INFO ] [sig ] Generating forecast for: LOMA [2025-10-09T22:49:38.589130] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOMA' from 'https://tdm.silogroup.org/data/derivative_storage/LOMA.csv'. [2025-10-09T22:49:38.602608] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LOMA'. [2025-10-09T22:49:38.603131] [INFO ] [FORECASTER] Starting predict_future for LOMA [2025-10-09T22:49:38.629979] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:38.630732] [DEBUG] [LOCAL ] No optimal features file found for LOMA: ./output/feature-sets/LOMA.txt [2025-10-09T22:49:38.630831] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:38.630872] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:38.630902] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:38.630959] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:38.648992] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:38.649581] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:38.649690] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:38.649748] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:38.687775] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:38.687925] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:38.687982] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:38.688016] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:38.691474] [DEBUG] [FORECASTER] LOMA: Forecast T+1@11:T+2@11: DOWN (p=0.71%) [2025-10-09T22:49:38.691817] [INFO ] [FORECASTER] Completed predict_future for LOMA [2025-10-09T22:49:38.691985] [INFO ] [sig ] LOMA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:38.847886] [INFO ] [LOCAL ] Saved forecast: LOMA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LOMA.txt [2025-10-09T22:49:38.848187] [WARN ] [sig ] [1195/2211] Failed LOMA after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:38.848267] [INFO ] [sig ] [1196/2211] Forecasting LOW... [2025-10-09T22:49:38.848305] [INFO ] [sig ] Generating forecast for: LOW [2025-10-09T22:49:38.848336] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LOW' from 'https://tdm.silogroup.org/data/derivative_storage/LOW.csv'. [2025-10-09T22:49:38.858910] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LOW'. [2025-10-09T22:49:38.859210] [INFO ] [FORECASTER] Starting predict_future for LOW [2025-10-09T22:49:38.884545] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:38.885279] [DEBUG] [LOCAL ] No optimal features file found for LOW: ./output/feature-sets/LOW.txt [2025-10-09T22:49:38.885334] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:38.885367] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:38.885394] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:38.885485] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:38.903934] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:38.904718] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:38.904814] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:38.904849] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:38.944882] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:38.944977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:38.945013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:38.945041] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:38.948224] [DEBUG] [FORECASTER] LOW: Forecast T+1@11:T+2@11: DOWN (p=36.59%) [2025-10-09T22:49:38.948496] [INFO ] [FORECASTER] Completed predict_future for LOW [2025-10-09T22:49:38.948638] [INFO ] [sig ] LOW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:39.091385] [INFO ] [LOCAL ] Saved forecast: LOW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LOW.txt [2025-10-09T22:49:39.091631] [WARN ] [sig ] [1196/2211] Failed LOW after 0.2s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:39.091734] [INFO ] [sig ] [1197/2211] Forecasting LPG... [2025-10-09T22:49:39.091776] [INFO ] [sig ] Generating forecast for: LPG [2025-10-09T22:49:39.091808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LPG' from 'https://tdm.silogroup.org/data/derivative_storage/LPG.csv'. [2025-10-09T22:49:39.103038] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LPG'. [2025-10-09T22:49:39.103427] [INFO ] [FORECASTER] Starting predict_future for LPG [2025-10-09T22:49:39.131068] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:39.132374] [DEBUG] [LOCAL ] No optimal features file found for LPG: ./output/feature-sets/LPG.txt [2025-10-09T22:49:39.132445] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:39.132495] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:39.132539] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:39.132625] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:39.159894] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:39.161075] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:39.161196] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:39.161242] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:39.209904] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:39.210110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:39.210157] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:39.210186] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:39.214215] [DEBUG] [FORECASTER] LPG: Forecast T+1@11:T+2@11: UP (p=96.46%) [2025-10-09T22:49:39.214578] [INFO ] [FORECASTER] Completed predict_future for LPG [2025-10-09T22:49:39.214784] [INFO ] [sig ] LPG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:39.366405] [INFO ] [LOCAL ] Saved forecast: LPG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LPG.txt [2025-10-09T22:49:39.366852] [WARN ] [sig ] [1197/2211] Failed LPG after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:39.366940] [INFO ] [sig ] [1198/2211] Forecasting LPL... [2025-10-09T22:49:39.366982] [INFO ] [sig ] Generating forecast for: LPL [2025-10-09T22:49:39.367016] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LPL' from 'https://tdm.silogroup.org/data/derivative_storage/LPL.csv'. [2025-10-09T22:49:39.378403] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LPL'. [2025-10-09T22:49:39.378832] [INFO ] [FORECASTER] Starting predict_future for LPL [2025-10-09T22:49:39.406795] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:39.407605] [DEBUG] [LOCAL ] No optimal features file found for LPL: ./output/feature-sets/LPL.txt [2025-10-09T22:49:39.407690] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:39.407746] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:39.407783] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:39.407853] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:39.425863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:39.426456] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:39.426548] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:39.426583] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:39.462118] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:39.462238] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:39.462278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:39.462717] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:39.466720] [DEBUG] [FORECASTER] LPL: Forecast T+1@11:T+2@11: UP (p=75.93%) [2025-10-09T22:49:39.467009] [INFO ] [FORECASTER] Completed predict_future for LPL [2025-10-09T22:49:39.467150] [INFO ] [sig ] LPL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:39.613925] [INFO ] [LOCAL ] Saved forecast: LPL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LPL.txt [2025-10-09T22:49:39.614204] [WARN ] [sig ] [1198/2211] Failed LPL after 0.2s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:39.614286] [INFO ] [sig ] [1199/2211] Forecasting LPX... [2025-10-09T22:49:39.614326] [INFO ] [sig ] Generating forecast for: LPX [2025-10-09T22:49:39.614358] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LPX' from 'https://tdm.silogroup.org/data/derivative_storage/LPX.csv'. [2025-10-09T22:49:39.624501] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LPX'. [2025-10-09T22:49:39.624855] [INFO ] [FORECASTER] Starting predict_future for LPX [2025-10-09T22:49:39.664347] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:39.665277] [DEBUG] [LOCAL ] No optimal features file found for LPX: ./output/feature-sets/LPX.txt [2025-10-09T22:49:39.665334] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:39.665369] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:39.665407] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:39.665496] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:39.695179] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:39.696426] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:39.696548] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:39.696606] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:39.736043] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:39.736234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:39.736278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:39.736307] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:39.740128] [DEBUG] [FORECASTER] LPX: Forecast T+1@11:T+2@11: DOWN (p=10.79%) [2025-10-09T22:49:39.740486] [INFO ] [FORECASTER] Completed predict_future for LPX [2025-10-09T22:49:39.740672] [INFO ] [sig ] LPX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:39.911930] [INFO ] [LOCAL ] Saved forecast: LPX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LPX.txt [2025-10-09T22:49:39.912209] [WARN ] [sig ] [1199/2211] Failed LPX after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:39.912292] [INFO ] [sig ] [1200/2211] Forecasting LRN... [2025-10-09T22:49:39.912332] [INFO ] [sig ] Generating forecast for: LRN [2025-10-09T22:49:39.912364] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LRN' from 'https://tdm.silogroup.org/data/derivative_storage/LRN.csv'. [2025-10-09T22:49:39.923376] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LRN'. [2025-10-09T22:49:39.923852] [INFO ] [FORECASTER] Starting predict_future for LRN [2025-10-09T22:49:39.960071] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:39.961009] [DEBUG] [LOCAL ] No optimal features file found for LRN: ./output/feature-sets/LRN.txt [2025-10-09T22:49:39.961066] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:39.961100] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:39.961128] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:39.961186] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:39.980622] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:39.981355] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:39.981443] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:39.981478] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:40.022034] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:40.022219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:40.022273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:40.022305] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:40.026583] [DEBUG] [FORECASTER] LRN: Forecast T+1@11:T+2@11: DOWN (p=22.55%) [2025-10-09T22:49:40.026983] [INFO ] [FORECASTER] Completed predict_future for LRN [2025-10-09T22:49:40.027138] [INFO ] [sig ] LRN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:40.186660] [INFO ] [LOCAL ] Saved forecast: LRN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LRN.txt [2025-10-09T22:49:40.186952] [WARN ] [sig ] [1200/2211] Failed LRN after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:40.187035] [INFO ] [sig ] [1201/2211] Forecasting LSPD... [2025-10-09T22:49:40.187075] [INFO ] [sig ] Generating forecast for: LSPD [2025-10-09T22:49:40.187107] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LSPD' from 'https://tdm.silogroup.org/data/derivative_storage/LSPD.csv'. [2025-10-09T22:49:40.201890] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LSPD'. [2025-10-09T22:49:40.202453] [INFO ] [FORECASTER] Starting predict_future for LSPD [2025-10-09T22:49:40.233625] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:40.234459] [DEBUG] [LOCAL ] No optimal features file found for LSPD: ./output/feature-sets/LSPD.txt [2025-10-09T22:49:40.234515] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:40.234548] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:40.234574] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:40.234629] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:40.252287] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:40.253204] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:40.253309] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:40.253344] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:40.291306] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:40.291497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:40.291540] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:40.291591] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:40.295259] [DEBUG] [FORECASTER] LSPD: Forecast T+1@11:T+2@11: DOWN (p=10.28%) [2025-10-09T22:49:40.295555] [INFO ] [FORECASTER] Completed predict_future for LSPD [2025-10-09T22:49:40.295732] [INFO ] [sig ] LSPD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:40.439886] [INFO ] [LOCAL ] Saved forecast: LSPD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LSPD.txt [2025-10-09T22:49:40.440116] [WARN ] [sig ] [1201/2211] Failed LSPD after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:40.440192] [INFO ] [sig ] [1202/2211] Forecasting LTC... [2025-10-09T22:49:40.440232] [INFO ] [sig ] Generating forecast for: LTC [2025-10-09T22:49:40.440263] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LTC' from 'https://tdm.silogroup.org/data/derivative_storage/LTC.csv'. [2025-10-09T22:49:40.450214] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LTC'. [2025-10-09T22:49:40.450539] [INFO ] [FORECASTER] Starting predict_future for LTC [2025-10-09T22:49:40.475947] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:40.476676] [DEBUG] [LOCAL ] No optimal features file found for LTC: ./output/feature-sets/LTC.txt [2025-10-09T22:49:40.476733] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:40.476768] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:40.476794] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:40.476849] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:40.494922] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:40.495486] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:40.495567] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:40.495601] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:40.533883] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:40.534002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:40.534040] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:40.534069] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:40.537796] [DEBUG] [FORECASTER] LTC: Forecast T+1@11:T+2@11: DOWN (p=15.52%) [2025-10-09T22:49:40.538113] [INFO ] [FORECASTER] Completed predict_future for LTC [2025-10-09T22:49:40.538255] [INFO ] [sig ] LTC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:40.683768] [INFO ] [LOCAL ] Saved forecast: LTC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LTC.txt [2025-10-09T22:49:40.684051] [WARN ] [sig ] [1202/2211] Failed LTC after 0.2s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:40.684129] [INFO ] [sig ] [1203/2211] Forecasting LTH... [2025-10-09T22:49:40.684168] [INFO ] [sig ] Generating forecast for: LTH [2025-10-09T22:49:40.684200] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LTH' from 'https://tdm.silogroup.org/data/derivative_storage/LTH.csv'. [2025-10-09T22:49:40.694205] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LTH'. [2025-10-09T22:49:40.694485] [INFO ] [FORECASTER] Starting predict_future for LTH [2025-10-09T22:49:40.720054] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:40.720821] [DEBUG] [LOCAL ] No optimal features file found for LTH: ./output/feature-sets/LTH.txt [2025-10-09T22:49:40.720877] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:40.720911] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:40.720939] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:40.720995] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:40.738907] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:40.739614] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:40.739726] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:40.739769] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:40.779908] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:40.780039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:40.780077] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:40.780107] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:40.783535] [DEBUG] [FORECASTER] LTH: Forecast T+1@11:T+2@11: UP (p=59.67%) [2025-10-09T22:49:40.783851] [INFO ] [FORECASTER] Completed predict_future for LTH [2025-10-09T22:49:40.783996] [INFO ] [sig ] LTH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:40.927505] [INFO ] [LOCAL ] Saved forecast: LTH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LTH.txt [2025-10-09T22:49:40.927848] [WARN ] [sig ] [1203/2211] Failed LTH after 0.2s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:40.927945] [INFO ] [sig ] [1204/2211] Forecasting LTM... [2025-10-09T22:49:40.927984] [INFO ] [sig ] Generating forecast for: LTM [2025-10-09T22:49:40.928015] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LTM' from 'https://tdm.silogroup.org/data/derivative_storage/LTM.csv'. [2025-10-09T22:49:40.939295] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LTM'. [2025-10-09T22:49:40.939773] [INFO ] [FORECASTER] Starting predict_future for LTM [2025-10-09T22:49:40.965497] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:40.966308] [DEBUG] [LOCAL ] No optimal features file found for LTM: ./output/feature-sets/LTM.txt [2025-10-09T22:49:40.966363] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:40.966397] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:40.966424] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:40.966480] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:40.983731] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:40.984433] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:40.984521] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:40.984555] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:41.021372] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:41.021566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:41.021609] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:41.021639] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:41.025289] [DEBUG] [FORECASTER] LTM: Forecast T+1@11:T+2@11: DOWN (p=15.02%) [2025-10-09T22:49:41.025581] [INFO ] [FORECASTER] Completed predict_future for LTM [2025-10-09T22:49:41.025757] [INFO ] [sig ] LTM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:41.172847] [INFO ] [LOCAL ] Saved forecast: LTM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LTM.txt [2025-10-09T22:49:41.173157] [WARN ] [sig ] [1204/2211] Failed LTM after 0.2s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:41.173239] [INFO ] [sig ] [1205/2211] Forecasting LU... [2025-10-09T22:49:41.173279] [INFO ] [sig ] Generating forecast for: LU [2025-10-09T22:49:41.173311] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LU' from 'https://tdm.silogroup.org/data/derivative_storage/LU.csv'. [2025-10-09T22:49:41.183833] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LU'. [2025-10-09T22:49:41.184205] [INFO ] [FORECASTER] Starting predict_future for LU [2025-10-09T22:49:41.214977] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:41.215801] [DEBUG] [LOCAL ] No optimal features file found for LU: ./output/feature-sets/LU.txt [2025-10-09T22:49:41.215858] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:41.215896] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:41.215924] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:41.215981] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:41.236946] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:41.237627] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:41.237744] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:41.237837] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:41.286008] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:41.286213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:41.286273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:41.286306] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:41.290559] [DEBUG] [FORECASTER] LU: Forecast T+1@11:T+2@11: DOWN (p=42.74%) [2025-10-09T22:49:41.291010] [INFO ] [FORECASTER] Completed predict_future for LU [2025-10-09T22:49:41.291174] [INFO ] [sig ] LU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:41.468592] [INFO ] [LOCAL ] Saved forecast: LU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LU.txt [2025-10-09T22:49:41.468954] [WARN ] [sig ] [1205/2211] Failed LU after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:41.469046] [INFO ] [sig ] [1206/2211] Forecasting LUMN... [2025-10-09T22:49:41.469087] [INFO ] [sig ] Generating forecast for: LUMN [2025-10-09T22:49:41.469119] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LUMN' from 'https://tdm.silogroup.org/data/derivative_storage/LUMN.csv'. [2025-10-09T22:49:41.478819] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LUMN'. [2025-10-09T22:49:41.479115] [INFO ] [FORECASTER] Starting predict_future for LUMN [2025-10-09T22:49:41.504595] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:41.505323] [DEBUG] [LOCAL ] No optimal features file found for LUMN: ./output/feature-sets/LUMN.txt [2025-10-09T22:49:41.505379] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:41.505412] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:41.505439] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:41.505495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:41.523010] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:41.523578] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:41.523684] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:41.523738] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:41.558374] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:41.558457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:41.558492] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:41.558520] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:41.561685] [DEBUG] [FORECASTER] LUMN: Forecast T+1@11:T+2@11: DOWN (p=11.42%) [2025-10-09T22:49:41.561951] [INFO ] [FORECASTER] Completed predict_future for LUMN [2025-10-09T22:49:41.562083] [INFO ] [sig ] LUMN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:41.705558] [INFO ] [LOCAL ] Saved forecast: LUMN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LUMN.txt [2025-10-09T22:49:41.705985] [WARN ] [sig ] [1206/2211] Failed LUMN after 0.2s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:41.706102] [INFO ] [sig ] [1207/2211] Forecasting LUV... [2025-10-09T22:49:41.706148] [INFO ] [sig ] Generating forecast for: LUV [2025-10-09T22:49:41.706185] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LUV' from 'https://tdm.silogroup.org/data/derivative_storage/LUV.csv'. [2025-10-09T22:49:41.717574] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LUV'. [2025-10-09T22:49:41.718006] [INFO ] [FORECASTER] Starting predict_future for LUV [2025-10-09T22:49:41.744258] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:41.745093] [DEBUG] [LOCAL ] No optimal features file found for LUV: ./output/feature-sets/LUV.txt [2025-10-09T22:49:41.745153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:41.745208] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:41.745264] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:41.745325] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:41.763709] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:41.764618] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:41.764739] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:41.764784] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:41.813102] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:41.813290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:41.813333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:41.813362] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:41.817021] [DEBUG] [FORECASTER] LUV: Forecast T+1@11:T+2@11: DOWN (p=20.22%) [2025-10-09T22:49:41.817343] [INFO ] [FORECASTER] Completed predict_future for LUV [2025-10-09T22:49:41.817482] [INFO ] [sig ] LUV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:41.964226] [INFO ] [LOCAL ] Saved forecast: LUV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LUV.txt [2025-10-09T22:49:41.964492] [WARN ] [sig ] [1207/2211] Failed LUV after 0.3s | 4.33 sym/s | Total: 4.6m | ETA: 3.9m [2025-10-09T22:49:41.964577] [INFO ] [sig ] [1208/2211] Forecasting LVS... [2025-10-09T22:49:41.964617] [INFO ] [sig ] Generating forecast for: LVS [2025-10-09T22:49:41.964679] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LVS' from 'https://tdm.silogroup.org/data/derivative_storage/LVS.csv'. [2025-10-09T22:49:41.975638] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LVS'. [2025-10-09T22:49:41.976004] [INFO ] [FORECASTER] Starting predict_future for LVS [2025-10-09T22:49:42.001796] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:42.002638] [DEBUG] [LOCAL ] No optimal features file found for LVS: ./output/feature-sets/LVS.txt [2025-10-09T22:49:42.002723] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:42.002760] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:42.002794] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:42.002864] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:42.020322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:42.020944] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:42.021031] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:42.021066] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:42.057196] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:42.057372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:42.057414] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:42.057465] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:42.061035] [DEBUG] [FORECASTER] LVS: Forecast T+1@11:T+2@11: DOWN (p=6.20%) [2025-10-09T22:49:42.061319] [INFO ] [FORECASTER] Completed predict_future for LVS [2025-10-09T22:49:42.061458] [INFO ] [sig ] LVS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:42.205846] [INFO ] [LOCAL ] Saved forecast: LVS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LVS.txt [2025-10-09T22:49:42.206103] [WARN ] [sig ] [1208/2211] Failed LVS after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.9m [2025-10-09T22:49:42.206155] [INFO ] [sig ] [1209/2211] Forecasting LVWR... [2025-10-09T22:49:42.206187] [INFO ] [sig ] Generating forecast for: LVWR [2025-10-09T22:49:42.206217] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LVWR' from 'https://tdm.silogroup.org/data/derivative_storage/LVWR.csv'. [2025-10-09T22:49:42.216494] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LVWR'. [2025-10-09T22:49:42.216830] [INFO ] [FORECASTER] Starting predict_future for LVWR [2025-10-09T22:49:42.242437] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:42.243184] [DEBUG] [LOCAL ] No optimal features file found for LVWR: ./output/feature-sets/LVWR.txt [2025-10-09T22:49:42.243239] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:42.243272] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:42.243300] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:42.243355] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:42.261527] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:42.262212] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:42.262306] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:42.262340] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:42.300419] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:42.300512] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:42.300549] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:42.300577] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:42.303835] [DEBUG] [FORECASTER] LVWR: Forecast T+1@11:T+2@11: DOWN (p=22.26%) [2025-10-09T22:49:42.304106] [INFO ] [FORECASTER] Completed predict_future for LVWR [2025-10-09T22:49:42.304242] [INFO ] [sig ] LVWR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:42.455028] [INFO ] [LOCAL ] Saved forecast: LVWR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LVWR.txt [2025-10-09T22:49:42.455400] [WARN ] [sig ] [1209/2211] Failed LVWR after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.9m [2025-10-09T22:49:42.455484] [INFO ] [sig ] [1210/2211] Forecasting LW... [2025-10-09T22:49:42.455524] [INFO ] [sig ] Generating forecast for: LW [2025-10-09T22:49:42.455556] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LW' from 'https://tdm.silogroup.org/data/derivative_storage/LW.csv'. [2025-10-09T22:49:42.465884] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LW'. [2025-10-09T22:49:42.466288] [INFO ] [FORECASTER] Starting predict_future for LW [2025-10-09T22:49:42.492364] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:42.493187] [DEBUG] [LOCAL ] No optimal features file found for LW: ./output/feature-sets/LW.txt [2025-10-09T22:49:42.493243] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:42.493276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:42.493304] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:42.493360] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:42.510909] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:42.511862] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:42.511988] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:42.512043] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:42.553880] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:42.554002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:42.554039] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:42.554067] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:42.557360] [DEBUG] [FORECASTER] LW: Forecast T+1@11:T+2@11: DOWN (p=2.76%) [2025-10-09T22:49:42.557734] [INFO ] [FORECASTER] Completed predict_future for LW [2025-10-09T22:49:42.557877] [INFO ] [sig ] LW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:42.701369] [INFO ] [LOCAL ] Saved forecast: LW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LW.txt [2025-10-09T22:49:42.701600] [WARN ] [sig ] [1210/2211] Failed LW after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.9m [2025-10-09T22:49:42.701704] [INFO ] [sig ] [1211/2211] Forecasting LXFR... [2025-10-09T22:49:42.701747] [INFO ] [sig ] Generating forecast for: LXFR [2025-10-09T22:49:42.701779] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LXFR' from 'https://tdm.silogroup.org/data/derivative_storage/LXFR.csv'. [2025-10-09T22:49:42.712038] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LXFR'. [2025-10-09T22:49:42.712338] [INFO ] [FORECASTER] Starting predict_future for LXFR [2025-10-09T22:49:42.737675] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:42.738369] [DEBUG] [LOCAL ] No optimal features file found for LXFR: ./output/feature-sets/LXFR.txt [2025-10-09T22:49:42.738423] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:42.738456] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:42.738483] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:42.738538] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:42.755900] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:42.756452] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:42.756533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:42.756567] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:42.794257] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:42.794375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:42.794412] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:42.794441] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:42.797751] [DEBUG] [FORECASTER] LXFR: Forecast T+1@11:T+2@11: DOWN (p=8.40%) [2025-10-09T22:49:42.798024] [INFO ] [FORECASTER] Completed predict_future for LXFR [2025-10-09T22:49:42.798153] [INFO ] [sig ] LXFR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:42.942678] [INFO ] [LOCAL ] Saved forecast: LXFR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LXFR.txt [2025-10-09T22:49:42.942930] [WARN ] [sig ] [1211/2211] Failed LXFR after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.9m [2025-10-09T22:49:42.943008] [INFO ] [sig ] [1212/2211] Forecasting LXP... [2025-10-09T22:49:42.943047] [INFO ] [sig ] Generating forecast for: LXP [2025-10-09T22:49:42.943077] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LXP' from 'https://tdm.silogroup.org/data/derivative_storage/LXP.csv'. [2025-10-09T22:49:42.953176] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LXP'. [2025-10-09T22:49:42.953537] [INFO ] [FORECASTER] Starting predict_future for LXP [2025-10-09T22:49:42.980140] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:42.981059] [DEBUG] [LOCAL ] No optimal features file found for LXP: ./output/feature-sets/LXP.txt [2025-10-09T22:49:42.981119] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:42.981208] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:42.981247] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:42.981310] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:42.999215] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:42.999876] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:42.999963] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:42.999999] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:43.036921] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:43.037020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:43.037056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:43.037084] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:43.040363] [DEBUG] [FORECASTER] LXP: Forecast T+1@11:T+2@11: UP (p=87.99%) [2025-10-09T22:49:43.040631] [INFO ] [FORECASTER] Completed predict_future for LXP [2025-10-09T22:49:43.040807] [INFO ] [sig ] LXP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:43.187880] [INFO ] [LOCAL ] Saved forecast: LXP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LXP.txt [2025-10-09T22:49:43.188149] [WARN ] [sig ] [1212/2211] Failed LXP after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:43.188228] [INFO ] [sig ] [1213/2211] Forecasting LXU... [2025-10-09T22:49:43.188267] [INFO ] [sig ] Generating forecast for: LXU [2025-10-09T22:49:43.188298] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LXU' from 'https://tdm.silogroup.org/data/derivative_storage/LXU.csv'. [2025-10-09T22:49:43.199276] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LXU'. [2025-10-09T22:49:43.199636] [INFO ] [FORECASTER] Starting predict_future for LXU [2025-10-09T22:49:43.226097] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:43.226906] [DEBUG] [LOCAL ] No optimal features file found for LXU: ./output/feature-sets/LXU.txt [2025-10-09T22:49:43.226963] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:43.226997] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:43.227026] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:43.227083] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:43.245964] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:43.246542] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:43.246628] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:43.246707] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:43.285488] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:43.285572] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:43.285610] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:43.285639] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:43.292493] [DEBUG] [FORECASTER] LXU: Forecast T+1@11:T+2@11: DOWN (p=9.32%) [2025-10-09T22:49:43.292920] [INFO ] [FORECASTER] Completed predict_future for LXU [2025-10-09T22:49:43.293066] [INFO ] [sig ] LXU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:43.442554] [INFO ] [LOCAL ] Saved forecast: LXU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LXU.txt [2025-10-09T22:49:43.442891] [WARN ] [sig ] [1213/2211] Failed LXU after 0.3s | 4.33 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:43.442988] [INFO ] [sig ] [1214/2211] Forecasting LYB... [2025-10-09T22:49:43.443029] [INFO ] [sig ] Generating forecast for: LYB [2025-10-09T22:49:43.443062] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LYB' from 'https://tdm.silogroup.org/data/derivative_storage/LYB.csv'. [2025-10-09T22:49:43.454091] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LYB'. [2025-10-09T22:49:43.454448] [INFO ] [FORECASTER] Starting predict_future for LYB [2025-10-09T22:49:43.481367] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:43.482126] [DEBUG] [LOCAL ] No optimal features file found for LYB: ./output/feature-sets/LYB.txt [2025-10-09T22:49:43.482182] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:43.482225] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:43.482261] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:43.482327] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:43.500538] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:43.501167] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:43.501252] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:43.501287] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:43.537991] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:43.538106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:43.538142] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:43.538169] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:43.541492] [DEBUG] [FORECASTER] LYB: Forecast T+1@11:T+2@11: DOWN (p=23.02%) [2025-10-09T22:49:43.541841] [INFO ] [FORECASTER] Completed predict_future for LYB [2025-10-09T22:49:43.541988] [INFO ] [sig ] LYB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:43.688309] [INFO ] [LOCAL ] Saved forecast: LYB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LYB.txt [2025-10-09T22:49:43.688506] [WARN ] [sig ] [1214/2211] Failed LYB after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:43.688581] [INFO ] [sig ] [1215/2211] Forecasting LYG... [2025-10-09T22:49:43.688619] [INFO ] [sig ] Generating forecast for: LYG [2025-10-09T22:49:43.688681] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LYG' from 'https://tdm.silogroup.org/data/derivative_storage/LYG.csv'. [2025-10-09T22:49:43.698557] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LYG'. [2025-10-09T22:49:43.698845] [INFO ] [FORECASTER] Starting predict_future for LYG [2025-10-09T22:49:43.724108] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:43.724824] [DEBUG] [LOCAL ] No optimal features file found for LYG: ./output/feature-sets/LYG.txt [2025-10-09T22:49:43.724879] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:43.724911] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:43.724938] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:43.724994] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:43.742281] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:43.742849] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:43.742939] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:43.742972] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:43.779951] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:43.780034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:43.780069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:43.780113] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:43.785701] [DEBUG] [FORECASTER] LYG: Forecast T+1@11:T+2@11: UP (p=85.30%) [2025-10-09T22:49:43.785970] [INFO ] [FORECASTER] Completed predict_future for LYG [2025-10-09T22:49:43.786099] [INFO ] [sig ] LYG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:43.928162] [INFO ] [LOCAL ] Saved forecast: LYG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LYG.txt [2025-10-09T22:49:43.928384] [WARN ] [sig ] [1215/2211] Failed LYG after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:43.928465] [INFO ] [sig ] [1216/2211] Forecasting LYV... [2025-10-09T22:49:43.928507] [INFO ] [sig ] Generating forecast for: LYV [2025-10-09T22:49:43.928538] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LYV' from 'https://tdm.silogroup.org/data/derivative_storage/LYV.csv'. [2025-10-09T22:49:43.938687] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LYV'. [2025-10-09T22:49:43.938945] [INFO ] [FORECASTER] Starting predict_future for LYV [2025-10-09T22:49:43.964107] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:43.964850] [DEBUG] [LOCAL ] No optimal features file found for LYV: ./output/feature-sets/LYV.txt [2025-10-09T22:49:43.964904] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:43.964937] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:43.964964] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:43.965020] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:43.982780] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:43.983317] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:43.983397] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:43.983430] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:44.021069] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:44.021155] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:44.021189] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:44.021217] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:44.024260] [DEBUG] [FORECASTER] LYV: Forecast T+1@11:T+2@11: UP (p=65.22%) [2025-10-09T22:49:44.024526] [INFO ] [FORECASTER] Completed predict_future for LYV [2025-10-09T22:49:44.024699] [INFO ] [sig ] LYV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:44.167407] [INFO ] [LOCAL ] Saved forecast: LYV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LYV.txt [2025-10-09T22:49:44.167729] [WARN ] [sig ] [1216/2211] Failed LYV after 0.2s | 4.33 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:44.167825] [INFO ] [sig ] [1217/2211] Forecasting LZB... [2025-10-09T22:49:44.167880] [INFO ] [sig ] Generating forecast for: LZB [2025-10-09T22:49:44.167916] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LZB' from 'https://tdm.silogroup.org/data/derivative_storage/LZB.csv'. [2025-10-09T22:49:44.177671] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LZB'. [2025-10-09T22:49:44.178047] [INFO ] [FORECASTER] Starting predict_future for LZB [2025-10-09T22:49:44.203797] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:44.204585] [DEBUG] [LOCAL ] No optimal features file found for LZB: ./output/feature-sets/LZB.txt [2025-10-09T22:49:44.204674] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:44.204757] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:44.204809] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:44.204870] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:44.222872] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:44.223796] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:44.223895] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:44.223928] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:44.267369] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:44.267585] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:44.267705] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:44.267750] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:44.271449] [DEBUG] [FORECASTER] LZB: Forecast T+1@11:T+2@11: DOWN (p=1.06%) [2025-10-09T22:49:44.271845] [INFO ] [FORECASTER] Completed predict_future for LZB [2025-10-09T22:49:44.272010] [INFO ] [sig ] LZB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:44.473250] [INFO ] [LOCAL ] Saved forecast: LZB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/LZB.txt [2025-10-09T22:49:44.473755] [WARN ] [sig ] [1217/2211] Failed LZB after 0.3s | 4.33 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:44.473863] [INFO ] [sig ] [1218/2211] Forecasting LZM... [2025-10-09T22:49:44.473921] [INFO ] [sig ] Generating forecast for: LZM [2025-10-09T22:49:44.473974] [DEBUG] [REMOTE ] Fetching historical data for symbol 'LZM' from 'https://tdm.silogroup.org/data/derivative_storage/LZM.csv'. [2025-10-09T22:49:44.489096] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'LZM'. [2025-10-09T22:49:44.489722] [INFO ] [FORECASTER] Starting predict_future for LZM [2025-10-09T22:49:44.526488] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:44.527839] [DEBUG] [LOCAL ] No optimal features file found for LZM: ./output/feature-sets/LZM.txt [2025-10-09T22:49:44.527922] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:44.527978] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:44.528223] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:44.528320] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:44.559263] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:44.560815] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:44.560944] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:44.561004] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:44.604673] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:44.604870] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:44.604919] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:44.604949] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:44.609817] [DEBUG] [FORECASTER] LZM: Forecast T+1@11:T+2@11: UP (p=59.19%) [2025-10-09T22:49:44.610363] [INFO ] [FORECASTER] Completed predict_future for LZM [2025-10-09T22:49:44.610598] [INFO ] [sig ] LZM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:44.844436] [INFO ] [LOCAL ] Saved forecast: LZM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/LZM.txt [2025-10-09T22:49:44.844890] [WARN ] [sig ] [1218/2211] Failed LZM after 0.4s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:44.845005] [INFO ] [sig ] [1219/2211] Forecasting M... [2025-10-09T22:49:44.845069] [INFO ] [sig ] Generating forecast for: M [2025-10-09T22:49:44.845125] [DEBUG] [REMOTE ] Fetching historical data for symbol 'M' from 'https://tdm.silogroup.org/data/derivative_storage/M.csv'. [2025-10-09T22:49:44.860015] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'M'. [2025-10-09T22:49:44.860612] [INFO ] [FORECASTER] Starting predict_future for M [2025-10-09T22:49:44.901431] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:44.902756] [DEBUG] [LOCAL ] No optimal features file found for M: ./output/feature-sets/M.txt [2025-10-09T22:49:44.902839] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:44.902893] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:44.902932] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:44.903014] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:44.923140] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:44.924134] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:44.924235] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:44.924272] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:44.990561] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:44.990805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:44.990863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:44.990899] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:44.995373] [DEBUG] [FORECASTER] M: Forecast T+1@11:T+2@11: UP (p=92.57%) [2025-10-09T22:49:44.995782] [INFO ] [FORECASTER] Completed predict_future for M [2025-10-09T22:49:44.995958] [INFO ] [sig ] M: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:45.173046] [INFO ] [LOCAL ] Saved forecast: M 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/M.txt [2025-10-09T22:49:45.173357] [WARN ] [sig ] [1219/2211] Failed M after 0.3s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:45.173444] [INFO ] [sig ] [1220/2211] Forecasting MA... [2025-10-09T22:49:45.173508] [INFO ] [sig ] Generating forecast for: MA [2025-10-09T22:49:45.173546] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MA' from 'https://tdm.silogroup.org/data/derivative_storage/MA.csv'. [2025-10-09T22:49:45.187373] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MA'. [2025-10-09T22:49:45.188086] [INFO ] [FORECASTER] Starting predict_future for MA [2025-10-09T22:49:45.221055] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:45.222178] [DEBUG] [LOCAL ] No optimal features file found for MA: ./output/feature-sets/MA.txt [2025-10-09T22:49:45.222243] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:45.222283] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:45.222323] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:45.222428] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:45.243118] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:45.244289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:45.244453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:45.244513] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:45.290476] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:45.290758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:45.290837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:45.290903] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:45.295546] [DEBUG] [FORECASTER] MA: Forecast T+1@11:T+2@11: DOWN (p=20.26%) [2025-10-09T22:49:45.296100] [INFO ] [FORECASTER] Completed predict_future for MA [2025-10-09T22:49:45.296298] [INFO ] [sig ] MA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:45.459875] [INFO ] [LOCAL ] Saved forecast: MA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MA.txt [2025-10-09T22:49:45.460162] [WARN ] [sig ] [1220/2211] Failed MA after 0.3s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:45.460242] [INFO ] [sig ] [1221/2211] Forecasting MAA... [2025-10-09T22:49:45.460309] [INFO ] [sig ] Generating forecast for: MAA [2025-10-09T22:49:45.460363] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAA' from 'https://tdm.silogroup.org/data/derivative_storage/MAA.csv'. [2025-10-09T22:49:45.470759] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MAA'. [2025-10-09T22:49:45.471097] [INFO ] [FORECASTER] Starting predict_future for MAA [2025-10-09T22:49:45.498530] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:45.499573] [DEBUG] [LOCAL ] No optimal features file found for MAA: ./output/feature-sets/MAA.txt [2025-10-09T22:49:45.499633] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:45.499707] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:45.499747] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:45.499808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:45.518607] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:45.519683] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:45.519797] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:45.519870] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:45.559056] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:45.559165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:45.559204] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:45.559235] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:45.562603] [DEBUG] [FORECASTER] MAA: Forecast T+1@11:T+2@11: UP (p=57.83%) [2025-10-09T22:49:45.562952] [INFO ] [FORECASTER] Completed predict_future for MAA [2025-10-09T22:49:45.563103] [INFO ] [sig ] MAA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:45.711102] [INFO ] [LOCAL ] Saved forecast: MAA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MAA.txt [2025-10-09T22:49:45.711330] [WARN ] [sig ] [1221/2211] Failed MAA after 0.3s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:45.711409] [INFO ] [sig ] [1222/2211] Forecasting MAC... [2025-10-09T22:49:45.711448] [INFO ] [sig ] Generating forecast for: MAC [2025-10-09T22:49:45.711479] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAC' from 'https://tdm.silogroup.org/data/derivative_storage/MAC.csv'. [2025-10-09T22:49:45.721065] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MAC'. [2025-10-09T22:49:45.721387] [INFO ] [FORECASTER] Starting predict_future for MAC [2025-10-09T22:49:45.747964] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:45.748718] [DEBUG] [LOCAL ] No optimal features file found for MAC: ./output/feature-sets/MAC.txt [2025-10-09T22:49:45.748774] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:45.748807] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:45.748834] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:45.748903] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:45.767148] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:45.767787] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:45.767875] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:45.767916] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:45.802659] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:45.802796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:45.802837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:45.802866] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:45.806193] [DEBUG] [FORECASTER] MAC: Forecast T+1@11:T+2@11: UP (p=91.87%) [2025-10-09T22:49:45.806538] [INFO ] [FORECASTER] Completed predict_future for MAC [2025-10-09T22:49:45.806706] [INFO ] [sig ] MAC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:45.957446] [INFO ] [LOCAL ] Saved forecast: MAC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MAC.txt [2025-10-09T22:49:45.957709] [WARN ] [sig ] [1222/2211] Failed MAC after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:45.957791] [INFO ] [sig ] [1223/2211] Forecasting MAGN... [2025-10-09T22:49:45.957830] [INFO ] [sig ] Generating forecast for: MAGN [2025-10-09T22:49:45.957861] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAGN' from 'https://tdm.silogroup.org/data/derivative_storage/MAGN.csv'. [2025-10-09T22:49:45.968450] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MAGN'. [2025-10-09T22:49:45.968848] [INFO ] [FORECASTER] Starting predict_future for MAGN [2025-10-09T22:49:45.996449] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:45.997300] [DEBUG] [LOCAL ] No optimal features file found for MAGN: ./output/feature-sets/MAGN.txt [2025-10-09T22:49:45.997355] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:45.997390] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:45.997417] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:45.997473] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:46.015152] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:46.015759] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:46.015849] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:46.015883] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:46.050609] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:46.050711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:46.050757] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:46.050787] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:46.054009] [DEBUG] [FORECASTER] MAGN: Forecast T+1@11:T+2@11: DOWN (p=28.02%) [2025-10-09T22:49:46.054268] [INFO ] [FORECASTER] Completed predict_future for MAGN [2025-10-09T22:49:46.054396] [INFO ] [sig ] MAGN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:46.197198] [INFO ] [LOCAL ] Saved forecast: MAGN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MAGN.txt [2025-10-09T22:49:46.197402] [WARN ] [sig ] [1223/2211] Failed MAGN after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:46.197477] [INFO ] [sig ] [1224/2211] Forecasting MAIN... [2025-10-09T22:49:46.197516] [INFO ] [sig ] Generating forecast for: MAIN [2025-10-09T22:49:46.197546] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAIN' from 'https://tdm.silogroup.org/data/derivative_storage/MAIN.csv'. [2025-10-09T22:49:46.207072] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MAIN'. [2025-10-09T22:49:46.207331] [INFO ] [FORECASTER] Starting predict_future for MAIN [2025-10-09T22:49:46.232740] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:46.233427] [DEBUG] [LOCAL ] No optimal features file found for MAIN: ./output/feature-sets/MAIN.txt [2025-10-09T22:49:46.233482] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:46.233514] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:46.233541] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:46.233597] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:46.251113] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:46.251728] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:46.251856] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:46.251891] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:46.288090] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:46.288170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:46.288205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:46.288233] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:46.291330] [DEBUG] [FORECASTER] MAIN: Forecast T+1@11:T+2@11: UP (p=79.16%) [2025-10-09T22:49:46.291589] [INFO ] [FORECASTER] Completed predict_future for MAIN [2025-10-09T22:49:46.291751] [INFO ] [sig ] MAIN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:46.435013] [INFO ] [LOCAL ] Saved forecast: MAIN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MAIN.txt [2025-10-09T22:49:46.435317] [WARN ] [sig ] [1224/2211] Failed MAIN after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:46.435398] [INFO ] [sig ] [1225/2211] Forecasting MAN... [2025-10-09T22:49:46.435438] [INFO ] [sig ] Generating forecast for: MAN [2025-10-09T22:49:46.435470] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAN' from 'https://tdm.silogroup.org/data/derivative_storage/MAN.csv'. [2025-10-09T22:49:46.445702] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MAN'. [2025-10-09T22:49:46.445989] [INFO ] [FORECASTER] Starting predict_future for MAN [2025-10-09T22:49:46.471600] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:46.472420] [DEBUG] [LOCAL ] No optimal features file found for MAN: ./output/feature-sets/MAN.txt [2025-10-09T22:49:46.472475] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:46.472509] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:46.472536] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:46.472591] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:46.490238] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:46.490937] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:46.491025] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:46.491059] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:46.527473] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:46.527626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:46.527710] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:46.527750] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:46.531550] [DEBUG] [FORECASTER] MAN: Forecast T+1@11:T+2@11: UP (p=67.43%) [2025-10-09T22:49:46.531865] [INFO ] [FORECASTER] Completed predict_future for MAN [2025-10-09T22:49:46.532014] [INFO ] [sig ] MAN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:46.677793] [INFO ] [LOCAL ] Saved forecast: MAN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MAN.txt [2025-10-09T22:49:46.678016] [WARN ] [sig ] [1225/2211] Failed MAN after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:46.678093] [INFO ] [sig ] [1226/2211] Forecasting MANU... [2025-10-09T22:49:46.678147] [INFO ] [sig ] Generating forecast for: MANU [2025-10-09T22:49:46.678178] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MANU' from 'https://tdm.silogroup.org/data/derivative_storage/MANU.csv'. [2025-10-09T22:49:46.687533] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MANU'. [2025-10-09T22:49:46.687878] [INFO ] [FORECASTER] Starting predict_future for MANU [2025-10-09T22:49:46.713446] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:46.714167] [DEBUG] [LOCAL ] No optimal features file found for MANU: ./output/feature-sets/MANU.txt [2025-10-09T22:49:46.714241] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:46.714276] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:46.714303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:46.714359] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:46.732184] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:46.732770] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:46.732854] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:46.732887] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:46.767735] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:46.767819] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:46.767854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:46.767882] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:46.771032] [DEBUG] [FORECASTER] MANU: Forecast T+1@11:T+2@11: DOWN (p=42.97%) [2025-10-09T22:49:46.771300] [INFO ] [FORECASTER] Completed predict_future for MANU [2025-10-09T22:49:46.771436] [INFO ] [sig ] MANU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:46.914076] [INFO ] [LOCAL ] Saved forecast: MANU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MANU.txt [2025-10-09T22:49:46.914281] [WARN ] [sig ] [1226/2211] Failed MANU after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:46.914358] [INFO ] [sig ] [1227/2211] Forecasting MAS... [2025-10-09T22:49:46.914397] [INFO ] [sig ] Generating forecast for: MAS [2025-10-09T22:49:46.914428] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAS' from 'https://tdm.silogroup.org/data/derivative_storage/MAS.csv'. [2025-10-09T22:49:46.924273] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MAS'. [2025-10-09T22:49:46.924554] [INFO ] [FORECASTER] Starting predict_future for MAS [2025-10-09T22:49:46.949918] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:46.950587] [DEBUG] [LOCAL ] No optimal features file found for MAS: ./output/feature-sets/MAS.txt [2025-10-09T22:49:46.950661] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:46.950718] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:46.950748] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:46.950806] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:46.967969] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:46.968495] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:46.968575] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:46.968609] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:47.004117] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:47.004194] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:47.004228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:47.004256] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:47.007245] [DEBUG] [FORECASTER] MAS: Forecast T+1@11:T+2@11: DOWN (p=4.87%) [2025-10-09T22:49:47.007497] [INFO ] [FORECASTER] Completed predict_future for MAS [2025-10-09T22:49:47.007676] [INFO ] [sig ] MAS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:47.150108] [INFO ] [LOCAL ] Saved forecast: MAS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MAS.txt [2025-10-09T22:49:47.150312] [WARN ] [sig ] [1227/2211] Failed MAS after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:47.150389] [INFO ] [sig ] [1228/2211] Forecasting MATV... [2025-10-09T22:49:47.150439] [INFO ] [sig ] Generating forecast for: MATV [2025-10-09T22:49:47.150472] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MATV' from 'https://tdm.silogroup.org/data/derivative_storage/MATV.csv'. [2025-10-09T22:49:47.159809] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'MATV'. [2025-10-09T22:49:47.160066] [INFO ] [FORECASTER] Starting predict_future for MATV [2025-10-09T22:49:47.185748] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:47.186417] [DEBUG] [LOCAL ] No optimal features file found for MATV: ./output/feature-sets/MATV.txt [2025-10-09T22:49:47.186470] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:47.186501] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:47.186528] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:47.186584] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:47.203916] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:47.204441] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:47.204523] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:47.204556] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:47.238541] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:47.238616] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:47.238680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:47.238727] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:47.241779] [DEBUG] [FORECASTER] MATV: Forecast T+1@11:T+2@11: DOWN (p=0.75%) [2025-10-09T22:49:47.242048] [INFO ] [FORECASTER] Completed predict_future for MATV [2025-10-09T22:49:47.242183] [INFO ] [sig ] MATV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:47.385633] [INFO ] [LOCAL ] Saved forecast: MATV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MATV.txt [2025-10-09T22:49:47.385901] [WARN ] [sig ] [1228/2211] Failed MATV after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:47.385984] [INFO ] [sig ] [1229/2211] Forecasting MATX... [2025-10-09T22:49:47.386025] [INFO ] [sig ] Generating forecast for: MATX [2025-10-09T22:49:47.386057] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MATX' from 'https://tdm.silogroup.org/data/derivative_storage/MATX.csv'. [2025-10-09T22:49:47.396830] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MATX'. [2025-10-09T22:49:47.397192] [INFO ] [FORECASTER] Starting predict_future for MATX [2025-10-09T22:49:47.422965] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:47.423689] [DEBUG] [LOCAL ] No optimal features file found for MATX: ./output/feature-sets/MATX.txt [2025-10-09T22:49:47.423746] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:47.423780] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:47.423858] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:47.423925] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:47.441261] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:47.441861] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:47.441946] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:47.441981] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:47.474511] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:47.474730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:47.474790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:47.474824] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:47.478519] [DEBUG] [FORECASTER] MATX: Forecast T+1@11:T+2@11: UP (p=94.32%) [2025-10-09T22:49:47.478872] [INFO ] [FORECASTER] Completed predict_future for MATX [2025-10-09T22:49:47.479035] [INFO ] [sig ] MATX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:47.622930] [INFO ] [LOCAL ] Saved forecast: MATX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MATX.txt [2025-10-09T22:49:47.623197] [WARN ] [sig ] [1229/2211] Failed MATX after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:47.623278] [INFO ] [sig ] [1230/2211] Forecasting MAX... [2025-10-09T22:49:47.623317] [INFO ] [sig ] Generating forecast for: MAX [2025-10-09T22:49:47.623349] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MAX' from 'https://tdm.silogroup.org/data/derivative_storage/MAX.csv'. [2025-10-09T22:49:47.633147] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MAX'. [2025-10-09T22:49:47.633579] [INFO ] [FORECASTER] Starting predict_future for MAX [2025-10-09T22:49:47.660189] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:47.661053] [DEBUG] [LOCAL ] No optimal features file found for MAX: ./output/feature-sets/MAX.txt [2025-10-09T22:49:47.661112] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:47.661149] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:47.661179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:47.661239] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:47.679623] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:47.680585] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:47.680712] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:47.680766] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:47.717542] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:47.717677] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:47.717732] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:47.717766] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:47.720902] [DEBUG] [FORECASTER] MAX: Forecast T+1@11:T+2@11: UP (p=93.40%) [2025-10-09T22:49:47.721174] [INFO ] [FORECASTER] Completed predict_future for MAX [2025-10-09T22:49:47.721303] [INFO ] [sig ] MAX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:47.865169] [INFO ] [LOCAL ] Saved forecast: MAX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MAX.txt [2025-10-09T22:49:47.865386] [WARN ] [sig ] [1230/2211] Failed MAX after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:47.865461] [INFO ] [sig ] [1231/2211] Forecasting MBC... [2025-10-09T22:49:47.865499] [INFO ] [sig ] Generating forecast for: MBC [2025-10-09T22:49:47.865530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MBC' from 'https://tdm.silogroup.org/data/derivative_storage/MBC.csv'. [2025-10-09T22:49:47.874862] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'MBC'. [2025-10-09T22:49:47.875132] [INFO ] [FORECASTER] Starting predict_future for MBC [2025-10-09T22:49:47.900730] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:47.901471] [DEBUG] [LOCAL ] No optimal features file found for MBC: ./output/feature-sets/MBC.txt [2025-10-09T22:49:47.901535] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:47.901568] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:47.901597] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:47.901673] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:47.919230] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:47.919831] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:47.919934] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:47.919968] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:47.955780] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:47.955859] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:47.955894] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:47.955922] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:47.958977] [DEBUG] [FORECASTER] MBC: Forecast T+1@11:T+2@11: DOWN (p=31.72%) [2025-10-09T22:49:47.959241] [INFO ] [FORECASTER] Completed predict_future for MBC [2025-10-09T22:49:47.959377] [INFO ] [sig ] MBC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:48.102355] [INFO ] [LOCAL ] Saved forecast: MBC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MBC.txt [2025-10-09T22:49:48.102563] [WARN ] [sig ] [1231/2211] Failed MBC after 0.2s | 4.32 sym/s | Total: 4.7m | ETA: 3.8m [2025-10-09T22:49:48.102661] [INFO ] [sig ] [1232/2211] Forecasting MBI... [2025-10-09T22:49:48.102717] [INFO ] [sig ] Generating forecast for: MBI [2025-10-09T22:49:48.102750] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MBI' from 'https://tdm.silogroup.org/data/derivative_storage/MBI.csv'. [2025-10-09T22:49:48.111564] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MBI'. [2025-10-09T22:49:48.111877] [INFO ] [FORECASTER] Starting predict_future for MBI [2025-10-09T22:49:48.137785] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:48.138538] [DEBUG] [LOCAL ] No optimal features file found for MBI: ./output/feature-sets/MBI.txt [2025-10-09T22:49:48.138599] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:48.138633] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:48.138700] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:48.138769] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:48.156379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:48.157054] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:48.157141] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:48.157176] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:48.209344] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:48.209447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:48.209483] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:48.209510] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:48.212749] [DEBUG] [FORECASTER] MBI: Forecast T+1@11:T+2@11: DOWN (p=49.59%) [2025-10-09T22:49:48.213048] [INFO ] [FORECASTER] Completed predict_future for MBI [2025-10-09T22:49:48.213175] [INFO ] [sig ] MBI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:48.359538] [INFO ] [LOCAL ] Saved forecast: MBI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MBI.txt [2025-10-09T22:49:48.359828] [WARN ] [sig ] [1232/2211] Failed MBI after 0.3s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:48.359913] [INFO ] [sig ] [1233/2211] Forecasting MC... [2025-10-09T22:49:48.359960] [INFO ] [sig ] Generating forecast for: MC [2025-10-09T22:49:48.359998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MC' from 'https://tdm.silogroup.org/data/derivative_storage/MC.csv'. [2025-10-09T22:49:48.369763] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MC'. [2025-10-09T22:49:48.370049] [INFO ] [FORECASTER] Starting predict_future for MC [2025-10-09T22:49:48.395396] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:48.396120] [DEBUG] [LOCAL ] No optimal features file found for MC: ./output/feature-sets/MC.txt [2025-10-09T22:49:48.396192] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:48.396226] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:48.396262] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:48.396318] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:48.413604] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:48.414176] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:48.414264] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:48.414298] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:48.455115] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:48.455295] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:48.455354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:48.455416] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:48.466219] [DEBUG] [FORECASTER] MC: Forecast T+1@11:T+2@11: DOWN (p=31.70%) [2025-10-09T22:49:48.466744] [INFO ] [FORECASTER] Completed predict_future for MC [2025-10-09T22:49:48.466980] [INFO ] [sig ] MC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:48.613552] [INFO ] [LOCAL ] Saved forecast: MC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MC.txt [2025-10-09T22:49:48.613821] [WARN ] [sig ] [1233/2211] Failed MC after 0.3s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:48.613904] [INFO ] [sig ] [1234/2211] Forecasting MCB... [2025-10-09T22:49:48.613942] [INFO ] [sig ] Generating forecast for: MCB [2025-10-09T22:49:48.613973] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCB' from 'https://tdm.silogroup.org/data/derivative_storage/MCB.csv'. [2025-10-09T22:49:48.622967] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCB'. [2025-10-09T22:49:48.623246] [INFO ] [FORECASTER] Starting predict_future for MCB [2025-10-09T22:49:48.648549] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:48.649303] [DEBUG] [LOCAL ] No optimal features file found for MCB: ./output/feature-sets/MCB.txt [2025-10-09T22:49:48.649358] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:48.649390] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:48.649417] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:48.649473] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:48.666785] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:48.667316] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:48.667395] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:48.667429] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:48.704331] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:48.704408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:48.704441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:48.704469] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:48.707516] [DEBUG] [FORECASTER] MCB: Forecast T+1@11:T+2@11: UP (p=58.60%) [2025-10-09T22:49:48.707829] [INFO ] [FORECASTER] Completed predict_future for MCB [2025-10-09T22:49:48.707968] [INFO ] [sig ] MCB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:48.851809] [INFO ] [LOCAL ] Saved forecast: MCB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MCB.txt [2025-10-09T22:49:48.852034] [WARN ] [sig ] [1234/2211] Failed MCB after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:48.852111] [INFO ] [sig ] [1235/2211] Forecasting MCI... [2025-10-09T22:49:48.852149] [INFO ] [sig ] Generating forecast for: MCI [2025-10-09T22:49:48.852191] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCI' from 'https://tdm.silogroup.org/data/derivative_storage/MCI.csv'. [2025-10-09T22:49:48.861862] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCI'. [2025-10-09T22:49:48.862170] [INFO ] [FORECASTER] Starting predict_future for MCI [2025-10-09T22:49:48.888313] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:48.889195] [DEBUG] [LOCAL ] No optimal features file found for MCI: ./output/feature-sets/MCI.txt [2025-10-09T22:49:48.889265] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:48.889332] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:48.889394] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:48.889464] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:48.909237] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:48.910172] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:48.910263] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:48.910297] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:48.946380] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:48.946487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:48.946523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:48.946551] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:48.949737] [DEBUG] [FORECASTER] MCI: Forecast T+1@11:T+2@11: UP (p=97.98%) [2025-10-09T22:49:48.950007] [INFO ] [FORECASTER] Completed predict_future for MCI [2025-10-09T22:49:48.950139] [INFO ] [sig ] MCI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:49.094803] [INFO ] [LOCAL ] Saved forecast: MCI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MCI.txt [2025-10-09T22:49:49.095106] [WARN ] [sig ] [1235/2211] Failed MCI after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:49.095188] [INFO ] [sig ] [1236/2211] Forecasting MCK... [2025-10-09T22:49:49.095228] [INFO ] [sig ] Generating forecast for: MCK [2025-10-09T22:49:49.095259] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCK' from 'https://tdm.silogroup.org/data/derivative_storage/MCK.csv'. [2025-10-09T22:49:49.104605] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCK'. [2025-10-09T22:49:49.104955] [INFO ] [FORECASTER] Starting predict_future for MCK [2025-10-09T22:49:49.130740] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:49.131576] [DEBUG] [LOCAL ] No optimal features file found for MCK: ./output/feature-sets/MCK.txt [2025-10-09T22:49:49.131635] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:49.131715] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:49.131752] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:49.131814] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:49.149870] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:49.150568] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:49.150680] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:49.150737] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:49.187028] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:49.187207] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:49.187248] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:49.187279] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:49.191040] [DEBUG] [FORECASTER] MCK: Forecast T+1@11:T+2@11: UP (p=97.06%) [2025-10-09T22:49:49.191389] [INFO ] [FORECASTER] Completed predict_future for MCK [2025-10-09T22:49:49.191539] [INFO ] [sig ] MCK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:49.341313] [INFO ] [LOCAL ] Saved forecast: MCK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MCK.txt [2025-10-09T22:49:49.341547] [WARN ] [sig ] [1236/2211] Failed MCK after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:49.341625] [INFO ] [sig ] [1237/2211] Forecasting MCN... [2025-10-09T22:49:49.341700] [INFO ] [sig ] Generating forecast for: MCN [2025-10-09T22:49:49.341742] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCN' from 'https://tdm.silogroup.org/data/derivative_storage/MCN.csv'. [2025-10-09T22:49:49.350727] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCN'. [2025-10-09T22:49:49.351011] [INFO ] [FORECASTER] Starting predict_future for MCN [2025-10-09T22:49:49.376156] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:49.376980] [DEBUG] [LOCAL ] No optimal features file found for MCN: ./output/feature-sets/MCN.txt [2025-10-09T22:49:49.377036] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:49.377069] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:49.377096] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:49.377151] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:49.394566] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:49.395140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:49.395221] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:49.395254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:49.428042] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:49.428194] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:49.428232] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:49.428261] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:49.431732] [DEBUG] [FORECASTER] MCN: Forecast T+1@11:T+2@11: DOWN (p=11.81%) [2025-10-09T22:49:49.432022] [INFO ] [FORECASTER] Completed predict_future for MCN [2025-10-09T22:49:49.432153] [INFO ] [sig ] MCN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:49.574441] [INFO ] [LOCAL ] Saved forecast: MCN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MCN.txt [2025-10-09T22:49:49.574678] [WARN ] [sig ] [1237/2211] Failed MCN after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:49.574758] [INFO ] [sig ] [1238/2211] Forecasting MCO... [2025-10-09T22:49:49.574799] [INFO ] [sig ] Generating forecast for: MCO [2025-10-09T22:49:49.574830] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCO' from 'https://tdm.silogroup.org/data/derivative_storage/MCO.csv'. [2025-10-09T22:49:49.583830] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCO'. [2025-10-09T22:49:49.584116] [INFO ] [FORECASTER] Starting predict_future for MCO [2025-10-09T22:49:49.609232] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:49.609989] [DEBUG] [LOCAL ] No optimal features file found for MCO: ./output/feature-sets/MCO.txt [2025-10-09T22:49:49.610043] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:49.610077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:49.610104] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:49.610160] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:49.627727] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:49.628283] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:49.628363] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:49.628416] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:49.661090] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:49.661181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:49.661216] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:49.661244] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:49.664342] [DEBUG] [FORECASTER] MCO: Forecast T+1@11:T+2@11: UP (p=54.45%) [2025-10-09T22:49:49.664602] [INFO ] [FORECASTER] Completed predict_future for MCO [2025-10-09T22:49:49.664767] [INFO ] [sig ] MCO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:49.807135] [INFO ] [LOCAL ] Saved forecast: MCO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MCO.txt [2025-10-09T22:49:49.807365] [WARN ] [sig ] [1238/2211] Failed MCO after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:49.807440] [INFO ] [sig ] [1239/2211] Forecasting MCR... [2025-10-09T22:49:49.807481] [INFO ] [sig ] Generating forecast for: MCR [2025-10-09T22:49:49.807512] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCR' from 'https://tdm.silogroup.org/data/derivative_storage/MCR.csv'. [2025-10-09T22:49:49.816579] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCR'. [2025-10-09T22:49:49.816886] [INFO ] [FORECASTER] Starting predict_future for MCR [2025-10-09T22:49:49.842401] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:49.843143] [DEBUG] [LOCAL ] No optimal features file found for MCR: ./output/feature-sets/MCR.txt [2025-10-09T22:49:49.843197] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:49.843230] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:49.843257] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:49.843313] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:49.860579] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:49.861155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:49.861239] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:49.861272] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:49.885777] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:49.885893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:49.885929] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:49.885957] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:49.893244] [DEBUG] [FORECASTER] MCR: Forecast T+1@11:T+2@11: DOWN (p=16.14%) [2025-10-09T22:49:49.893557] [INFO ] [FORECASTER] Completed predict_future for MCR [2025-10-09T22:49:49.893723] [INFO ] [sig ] MCR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:50.036087] [INFO ] [LOCAL ] Saved forecast: MCR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MCR.txt [2025-10-09T22:49:50.036318] [WARN ] [sig ] [1239/2211] Failed MCR after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.8m [2025-10-09T22:49:50.036395] [INFO ] [sig ] [1240/2211] Forecasting MCS... [2025-10-09T22:49:50.036434] [INFO ] [sig ] Generating forecast for: MCS [2025-10-09T22:49:50.036464] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCS' from 'https://tdm.silogroup.org/data/derivative_storage/MCS.csv'. [2025-10-09T22:49:50.045699] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCS'. [2025-10-09T22:49:50.045986] [INFO ] [FORECASTER] Starting predict_future for MCS [2025-10-09T22:49:50.071347] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:50.072115] [DEBUG] [LOCAL ] No optimal features file found for MCS: ./output/feature-sets/MCS.txt [2025-10-09T22:49:50.072193] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:50.072228] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:50.072256] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:50.072311] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:50.089860] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:50.090412] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:50.090494] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:50.090527] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:50.124469] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:50.124569] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:50.124603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:50.124631] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:50.127872] [DEBUG] [FORECASTER] MCS: Forecast T+1@11:T+2@11: UP (p=80.42%) [2025-10-09T22:49:50.128138] [INFO ] [FORECASTER] Completed predict_future for MCS [2025-10-09T22:49:50.128267] [INFO ] [sig ] MCS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:50.270539] [INFO ] [LOCAL ] Saved forecast: MCS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MCS.txt [2025-10-09T22:49:50.270773] [WARN ] [sig ] [1240/2211] Failed MCS after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:50.270854] [INFO ] [sig ] [1241/2211] Forecasting MCY... [2025-10-09T22:49:50.270894] [INFO ] [sig ] Generating forecast for: MCY [2025-10-09T22:49:50.270925] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MCY' from 'https://tdm.silogroup.org/data/derivative_storage/MCY.csv'. [2025-10-09T22:49:50.280249] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MCY'. [2025-10-09T22:49:50.280523] [INFO ] [FORECASTER] Starting predict_future for MCY [2025-10-09T22:49:50.305871] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:50.306690] [DEBUG] [LOCAL ] No optimal features file found for MCY: ./output/feature-sets/MCY.txt [2025-10-09T22:49:50.306748] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:50.306783] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:50.306810] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:50.306867] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:50.324253] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:50.324834] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:50.324920] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:50.324953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:50.360880] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:50.361062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:50.361104] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:50.361134] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:50.364678] [DEBUG] [FORECASTER] MCY: Forecast T+1@11:T+2@11: DOWN (p=25.90%) [2025-10-09T22:49:50.364962] [INFO ] [FORECASTER] Completed predict_future for MCY [2025-10-09T22:49:50.365092] [INFO ] [sig ] MCY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:50.509223] [INFO ] [LOCAL ] Saved forecast: MCY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MCY.txt [2025-10-09T22:49:50.509448] [WARN ] [sig ] [1241/2211] Failed MCY after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:50.509526] [INFO ] [sig ] [1242/2211] Forecasting MD... [2025-10-09T22:49:50.509565] [INFO ] [sig ] Generating forecast for: MD [2025-10-09T22:49:50.509596] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MD' from 'https://tdm.silogroup.org/data/derivative_storage/MD.csv'. [2025-10-09T22:49:50.518931] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MD'. [2025-10-09T22:49:50.519202] [INFO ] [FORECASTER] Starting predict_future for MD [2025-10-09T22:49:50.544482] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:50.545226] [DEBUG] [LOCAL ] No optimal features file found for MD: ./output/feature-sets/MD.txt [2025-10-09T22:49:50.545281] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:50.545314] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:50.545349] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:50.545405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:50.562784] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:50.563348] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:50.563428] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:50.563461] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:50.600832] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:50.600925] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:50.600961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:50.600989] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:50.604094] [DEBUG] [FORECASTER] MD: Forecast T+1@11:T+2@11: UP (p=60.80%) [2025-10-09T22:49:50.604354] [INFO ] [FORECASTER] Completed predict_future for MD [2025-10-09T22:49:50.604482] [INFO ] [sig ] MD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:50.748895] [INFO ] [LOCAL ] Saved forecast: MD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MD.txt [2025-10-09T22:49:50.749109] [WARN ] [sig ] [1242/2211] Failed MD after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:50.749184] [INFO ] [sig ] [1243/2211] Forecasting MDST... [2025-10-09T22:49:50.749223] [INFO ] [sig ] Generating forecast for: MDST [2025-10-09T22:49:50.749266] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDST' from 'https://tdm.silogroup.org/data/derivative_storage/MDST.csv'. [2025-10-09T22:49:50.758668] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MDST'. [2025-10-09T22:49:50.758938] [INFO ] [FORECASTER] Starting predict_future for MDST [2025-10-09T22:49:50.784224] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:50.785014] [DEBUG] [LOCAL ] No optimal features file found for MDST: ./output/feature-sets/MDST.txt [2025-10-09T22:49:50.785070] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:50.785103] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:50.785129] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:50.785184] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:50.802721] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:50.803261] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:50.803343] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:50.803376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:50.844314] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:50.844412] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:50.844447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:50.844476] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:50.847700] [DEBUG] [FORECASTER] MDST: Forecast T+1@11:T+2@11: DOWN (p=2.88%) [2025-10-09T22:49:50.847971] [INFO ] [FORECASTER] Completed predict_future for MDST [2025-10-09T22:49:50.848137] [INFO ] [sig ] MDST: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:50.993858] [INFO ] [LOCAL ] Saved forecast: MDST 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MDST.txt [2025-10-09T22:49:50.994139] [WARN ] [sig ] [1243/2211] Failed MDST after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:50.994216] [INFO ] [sig ] [1244/2211] Forecasting MDT... [2025-10-09T22:49:50.994256] [INFO ] [sig ] Generating forecast for: MDT [2025-10-09T22:49:50.994287] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDT' from 'https://tdm.silogroup.org/data/derivative_storage/MDT.csv'. [2025-10-09T22:49:51.003667] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MDT'. [2025-10-09T22:49:51.003936] [INFO ] [FORECASTER] Starting predict_future for MDT [2025-10-09T22:49:51.029408] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:51.030127] [DEBUG] [LOCAL ] No optimal features file found for MDT: ./output/feature-sets/MDT.txt [2025-10-09T22:49:51.030181] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:51.030214] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:51.030242] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:51.030298] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:51.047413] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:51.048016] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:51.048105] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:51.048138] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:51.077682] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:51.077760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:51.077796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:51.077824] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:51.080824] [DEBUG] [FORECASTER] MDT: Forecast T+1@11:T+2@11: UP (p=92.09%) [2025-10-09T22:49:51.081082] [INFO ] [FORECASTER] Completed predict_future for MDT [2025-10-09T22:49:51.081209] [INFO ] [sig ] MDT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:51.223031] [INFO ] [LOCAL ] Saved forecast: MDT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MDT.txt [2025-10-09T22:49:51.223280] [WARN ] [sig ] [1244/2211] Failed MDT after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:51.223356] [INFO ] [sig ] [1245/2211] Forecasting MDU... [2025-10-09T22:49:51.223394] [INFO ] [sig ] Generating forecast for: MDU [2025-10-09T22:49:51.223426] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDU' from 'https://tdm.silogroup.org/data/derivative_storage/MDU.csv'. [2025-10-09T22:49:51.233278] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MDU'. [2025-10-09T22:49:51.233554] [INFO ] [FORECASTER] Starting predict_future for MDU [2025-10-09T22:49:51.258760] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:51.259429] [DEBUG] [LOCAL ] No optimal features file found for MDU: ./output/feature-sets/MDU.txt [2025-10-09T22:49:51.259483] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:51.259515] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:51.259541] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:51.259598] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:51.276692] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:51.277234] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:51.277315] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:51.277348] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:51.309933] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:51.310055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:51.310122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:51.310175] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:51.313552] [DEBUG] [FORECASTER] MDU: Forecast T+1@11:T+2@11: DOWN (p=16.59%) [2025-10-09T22:49:51.313876] [INFO ] [FORECASTER] Completed predict_future for MDU [2025-10-09T22:49:51.314030] [INFO ] [sig ] MDU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:51.456553] [INFO ] [LOCAL ] Saved forecast: MDU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MDU.txt [2025-10-09T22:49:51.456843] [WARN ] [sig ] [1245/2211] Failed MDU after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:51.456927] [INFO ] [sig ] [1246/2211] Forecasting MDV... [2025-10-09T22:49:51.456966] [INFO ] [sig ] Generating forecast for: MDV [2025-10-09T22:49:51.456998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MDV' from 'https://tdm.silogroup.org/data/derivative_storage/MDV.csv'. [2025-10-09T22:49:51.466783] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MDV'. [2025-10-09T22:49:51.467054] [INFO ] [FORECASTER] Starting predict_future for MDV [2025-10-09T22:49:51.492879] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:51.493609] [DEBUG] [LOCAL ] No optimal features file found for MDV: ./output/feature-sets/MDV.txt [2025-10-09T22:49:51.493693] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:51.493740] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:51.493769] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:51.493878] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:51.511155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:51.511803] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:51.511891] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:51.511926] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:51.547285] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:51.547439] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:51.547480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:51.547510] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:51.550995] [DEBUG] [FORECASTER] MDV: Forecast T+1@11:T+2@11: DOWN (p=21.64%) [2025-10-09T22:49:51.551280] [INFO ] [FORECASTER] Completed predict_future for MDV [2025-10-09T22:49:51.551417] [INFO ] [sig ] MDV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:51.699631] [INFO ] [LOCAL ] Saved forecast: MDV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MDV.txt [2025-10-09T22:49:51.699898] [WARN ] [sig ] [1246/2211] Failed MDV after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:51.699976] [INFO ] [sig ] [1247/2211] Forecasting MEC... [2025-10-09T22:49:51.700015] [INFO ] [sig ] Generating forecast for: MEC [2025-10-09T22:49:51.700046] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEC' from 'https://tdm.silogroup.org/data/derivative_storage/MEC.csv'. [2025-10-09T22:49:51.710432] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MEC'. [2025-10-09T22:49:51.710826] [INFO ] [FORECASTER] Starting predict_future for MEC [2025-10-09T22:49:51.738359] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:51.739120] [DEBUG] [LOCAL ] No optimal features file found for MEC: ./output/feature-sets/MEC.txt [2025-10-09T22:49:51.739177] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:51.739252] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:51.739303] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:51.739365] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:51.757314] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:51.758007] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:51.758092] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:51.758125] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:51.793197] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:51.793282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:51.793317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:51.793345] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:51.796476] [DEBUG] [FORECASTER] MEC: Forecast T+1@11:T+2@11: UP (p=77.07%) [2025-10-09T22:49:51.796809] [INFO ] [FORECASTER] Completed predict_future for MEC [2025-10-09T22:49:51.796959] [INFO ] [sig ] MEC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:51.939318] [INFO ] [LOCAL ] Saved forecast: MEC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MEC.txt [2025-10-09T22:49:51.939561] [WARN ] [sig ] [1247/2211] Failed MEC after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:51.939663] [INFO ] [sig ] [1248/2211] Forecasting MED... [2025-10-09T22:49:51.939720] [INFO ] [sig ] Generating forecast for: MED [2025-10-09T22:49:51.939756] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MED' from 'https://tdm.silogroup.org/data/derivative_storage/MED.csv'. [2025-10-09T22:49:51.949588] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MED'. [2025-10-09T22:49:51.949883] [INFO ] [FORECASTER] Starting predict_future for MED [2025-10-09T22:49:51.975120] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:51.975865] [DEBUG] [LOCAL ] No optimal features file found for MED: ./output/feature-sets/MED.txt [2025-10-09T22:49:51.975920] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:51.975952] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:51.975979] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:51.976037] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:51.993270] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:51.993844] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:51.993927] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:51.993960] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:52.027802] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:52.027879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:52.027914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:52.027943] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:52.030990] [DEBUG] [FORECASTER] MED: Forecast T+1@11:T+2@11: DOWN (p=21.19%) [2025-10-09T22:49:52.031274] [INFO ] [FORECASTER] Completed predict_future for MED [2025-10-09T22:49:52.031419] [INFO ] [sig ] MED: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:52.178424] [INFO ] [LOCAL ] Saved forecast: MED 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MED.txt [2025-10-09T22:49:52.178716] [WARN ] [sig ] [1248/2211] Failed MED after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:52.178797] [INFO ] [sig ] [1249/2211] Forecasting MEG... [2025-10-09T22:49:52.178837] [INFO ] [sig ] Generating forecast for: MEG [2025-10-09T22:49:52.178868] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEG' from 'https://tdm.silogroup.org/data/derivative_storage/MEG.csv'. [2025-10-09T22:49:52.189103] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MEG'. [2025-10-09T22:49:52.189377] [INFO ] [FORECASTER] Starting predict_future for MEG [2025-10-09T22:49:52.215739] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:52.216513] [DEBUG] [LOCAL ] No optimal features file found for MEG: ./output/feature-sets/MEG.txt [2025-10-09T22:49:52.216572] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:52.216607] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:52.216634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:52.216729] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:52.234192] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:52.234951] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:52.235038] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:52.235072] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:52.269715] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:52.269828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:52.269865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:52.269893] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:52.273249] [DEBUG] [FORECASTER] MEG: Forecast T+1@11:T+2@11: DOWN (p=9.79%) [2025-10-09T22:49:52.273545] [INFO ] [FORECASTER] Completed predict_future for MEG [2025-10-09T22:49:52.274129] [INFO ] [sig ] MEG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:52.419568] [INFO ] [LOCAL ] Saved forecast: MEG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MEG.txt [2025-10-09T22:49:52.419838] [WARN ] [sig ] [1249/2211] Failed MEG after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:52.419923] [INFO ] [sig ] [1250/2211] Forecasting MEGI... [2025-10-09T22:49:52.419962] [INFO ] [sig ] Generating forecast for: MEGI [2025-10-09T22:49:52.419993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEGI' from 'https://tdm.silogroup.org/data/derivative_storage/MEGI.csv'. [2025-10-09T22:49:52.429772] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MEGI'. [2025-10-09T22:49:52.430088] [INFO ] [FORECASTER] Starting predict_future for MEGI [2025-10-09T22:49:52.455610] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:52.456355] [DEBUG] [LOCAL ] No optimal features file found for MEGI: ./output/feature-sets/MEGI.txt [2025-10-09T22:49:52.456408] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:52.456440] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:52.456466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:52.456522] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:52.473586] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:52.474186] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:52.474273] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:52.474307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:52.510000] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:52.510133] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:52.510171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:52.510201] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:52.513544] [DEBUG] [FORECASTER] MEGI: Forecast T+1@11:T+2@11: UP (p=92.08%) [2025-10-09T22:49:52.513859] [INFO ] [FORECASTER] Completed predict_future for MEGI [2025-10-09T22:49:52.513999] [INFO ] [sig ] MEGI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:52.657574] [INFO ] [LOCAL ] Saved forecast: MEGI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MEGI.txt [2025-10-09T22:49:52.657897] [WARN ] [sig ] [1250/2211] Failed MEGI after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:52.657981] [INFO ] [sig ] [1251/2211] Forecasting MEI... [2025-10-09T22:49:52.658023] [INFO ] [sig ] Generating forecast for: MEI [2025-10-09T22:49:52.658056] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MEI' from 'https://tdm.silogroup.org/data/derivative_storage/MEI.csv'. [2025-10-09T22:49:52.667701] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MEI'. [2025-10-09T22:49:52.668019] [INFO ] [FORECASTER] Starting predict_future for MEI [2025-10-09T22:49:52.693335] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:52.694125] [DEBUG] [LOCAL ] No optimal features file found for MEI: ./output/feature-sets/MEI.txt [2025-10-09T22:49:52.694180] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:52.694212] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:52.694239] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:52.694296] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:52.711396] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:52.711986] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:52.712074] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:52.712108] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:52.747868] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:52.748055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:52.748103] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:52.748134] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:52.751892] [DEBUG] [FORECASTER] MEI: Forecast T+1@11:T+2@11: UP (p=90.47%) [2025-10-09T22:49:52.752183] [INFO ] [FORECASTER] Completed predict_future for MEI [2025-10-09T22:49:52.752326] [INFO ] [sig ] MEI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:52.900103] [INFO ] [LOCAL ] Saved forecast: MEI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MEI.txt [2025-10-09T22:49:52.900373] [WARN ] [sig ] [1251/2211] Failed MEI after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:52.900454] [INFO ] [sig ] [1252/2211] Forecasting MET... [2025-10-09T22:49:52.900493] [INFO ] [sig ] Generating forecast for: MET [2025-10-09T22:49:52.900524] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MET' from 'https://tdm.silogroup.org/data/derivative_storage/MET.csv'. [2025-10-09T22:49:52.911160] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MET'. [2025-10-09T22:49:52.911433] [INFO ] [FORECASTER] Starting predict_future for MET [2025-10-09T22:49:52.937336] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:52.938093] [DEBUG] [LOCAL ] No optimal features file found for MET: ./output/feature-sets/MET.txt [2025-10-09T22:49:52.938161] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:52.938194] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:52.938221] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:52.938276] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:52.955858] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:52.956421] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:52.956504] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:52.956538] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:52.999245] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:52.999356] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:52.999409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:52.999440] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:53.002513] [DEBUG] [FORECASTER] MET: Forecast T+1@11:T+2@11: DOWN (p=44.43%) [2025-10-09T22:49:53.002812] [INFO ] [FORECASTER] Completed predict_future for MET [2025-10-09T22:49:53.002954] [INFO ] [sig ] MET: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:53.144757] [INFO ] [LOCAL ] Saved forecast: MET 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MET.txt [2025-10-09T22:49:53.144971] [WARN ] [sig ] [1252/2211] Failed MET after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:53.145046] [INFO ] [sig ] [1253/2211] Forecasting MFA... [2025-10-09T22:49:53.145087] [INFO ] [sig ] Generating forecast for: MFA [2025-10-09T22:49:53.145119] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFA' from 'https://tdm.silogroup.org/data/derivative_storage/MFA.csv'. [2025-10-09T22:49:53.155342] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MFA'. [2025-10-09T22:49:53.155590] [INFO ] [FORECASTER] Starting predict_future for MFA [2025-10-09T22:49:53.180886] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:53.181612] [DEBUG] [LOCAL ] No optimal features file found for MFA: ./output/feature-sets/MFA.txt [2025-10-09T22:49:53.181701] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:53.181746] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:53.181775] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:53.181835] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:53.199069] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:53.199606] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:53.199713] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:53.199758] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:53.234912] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:53.234989] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:53.235023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:53.235051] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:53.238063] [DEBUG] [FORECASTER] MFA: Forecast T+1@11:T+2@11: UP (p=79.10%) [2025-10-09T22:49:53.238322] [INFO ] [FORECASTER] Completed predict_future for MFA [2025-10-09T22:49:53.238449] [INFO ] [sig ] MFA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:53.380261] [INFO ] [LOCAL ] Saved forecast: MFA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MFA.txt [2025-10-09T22:49:53.380523] [WARN ] [sig ] [1253/2211] Failed MFA after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:53.380606] [INFO ] [sig ] [1254/2211] Forecasting MFAN... [2025-10-09T22:49:53.380673] [INFO ] [sig ] Generating forecast for: MFAN [2025-10-09T22:49:53.380727] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFAN' from 'https://tdm.silogroup.org/data/derivative_storage/MFAN.csv'. [2025-10-09T22:49:53.390179] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'MFAN'. [2025-10-09T22:49:53.390627] [INFO ] [FORECASTER] Starting predict_future for MFAN [2025-10-09T22:49:53.416574] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:53.417447] [DEBUG] [LOCAL ] No optimal features file found for MFAN: ./output/feature-sets/MFAN.txt [2025-10-09T22:49:53.417504] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:53.417558] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:53.417603] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:53.417710] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:53.434921] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:53.435482] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:53.435563] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:53.435597] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:53.468527] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:53.468724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:53.468780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:53.468811] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:53.472264] [DEBUG] [FORECASTER] MFAN: Forecast T+1@11:T+2@11: UP (p=69.73%) [2025-10-09T22:49:53.472537] [INFO ] [FORECASTER] Completed predict_future for MFAN [2025-10-09T22:49:53.472731] [INFO ] [sig ] MFAN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:53.619552] [INFO ] [LOCAL ] Saved forecast: MFAN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MFAN.txt [2025-10-09T22:49:53.619824] [WARN ] [sig ] [1254/2211] Failed MFAN after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:53.619905] [INFO ] [sig ] [1255/2211] Forecasting MFAO... [2025-10-09T22:49:53.619944] [INFO ] [sig ] Generating forecast for: MFAO [2025-10-09T22:49:53.619975] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFAO' from 'https://tdm.silogroup.org/data/derivative_storage/MFAO.csv'. [2025-10-09T22:49:53.628964] [DEBUG] [REMOTE ] Successfully parsed 1801 rows of historical data for symbol 'MFAO'. [2025-10-09T22:49:53.629232] [INFO ] [FORECASTER] Starting predict_future for MFAO [2025-10-09T22:49:53.655221] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:53.655941] [DEBUG] [LOCAL ] No optimal features file found for MFAO: ./output/feature-sets/MFAO.txt [2025-10-09T22:49:53.655996] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:53.656028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:53.656055] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:53.656110] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:53.673557] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:53.674192] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:53.674292] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:53.674346] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:53.706750] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:53.706823] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:53.706858] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:53.706886] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:53.709988] [DEBUG] [FORECASTER] MFAO: Forecast T+1@11:T+2@11: UP (p=78.00%) [2025-10-09T22:49:53.710250] [INFO ] [FORECASTER] Completed predict_future for MFAO [2025-10-09T22:49:53.710371] [INFO ] [sig ] MFAO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:53.852355] [INFO ] [LOCAL ] Saved forecast: MFAO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MFAO.txt [2025-10-09T22:49:53.852539] [WARN ] [sig ] [1255/2211] Failed MFAO after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:53.852615] [INFO ] [sig ] [1256/2211] Forecasting MFC... [2025-10-09T22:49:53.852686] [INFO ] [sig ] Generating forecast for: MFC [2025-10-09T22:49:53.852733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFC' from 'https://tdm.silogroup.org/data/derivative_storage/MFC.csv'. [2025-10-09T22:49:53.862289] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MFC'. [2025-10-09T22:49:53.862567] [INFO ] [FORECASTER] Starting predict_future for MFC [2025-10-09T22:49:53.887757] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:53.888425] [DEBUG] [LOCAL ] No optimal features file found for MFC: ./output/feature-sets/MFC.txt [2025-10-09T22:49:53.888479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:53.888512] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:53.888540] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:53.888596] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:53.906070] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:53.906597] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:53.906699] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:53.906748] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:53.940279] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:53.940386] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:53.940422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:53.940450] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:53.946880] [DEBUG] [FORECASTER] MFC: Forecast T+1@11:T+2@11: DOWN (p=2.54%) [2025-10-09T22:49:53.947144] [INFO ] [FORECASTER] Completed predict_future for MFC [2025-10-09T22:49:53.947273] [INFO ] [sig ] MFC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:54.089187] [INFO ] [LOCAL ] Saved forecast: MFC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MFC.txt [2025-10-09T22:49:54.089386] [WARN ] [sig ] [1256/2211] Failed MFC after 0.2s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:54.089461] [INFO ] [sig ] [1257/2211] Forecasting MFG... [2025-10-09T22:49:54.089500] [INFO ] [sig ] Generating forecast for: MFG [2025-10-09T22:49:54.089530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFG' from 'https://tdm.silogroup.org/data/derivative_storage/MFG.csv'. [2025-10-09T22:49:54.093856] [WARN ] [REMOTE ] Historical data not found for symbol 'MFG' (404). [2025-10-09T22:49:54.094031] [FATAL] [sig ] MFG: No historical data fetched. [2025-10-09T22:49:54.094116] [WARN ] [sig ] [1257/2211] Failed MFG after 0.0s | 4.32 sym/s | Total: 4.8m | ETA: 3.7m [2025-10-09T22:49:54.094183] [INFO ] [sig ] [1258/2211] Forecasting MFM... [2025-10-09T22:49:54.094222] [INFO ] [sig ] Generating forecast for: MFM [2025-10-09T22:49:54.094253] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFM' from 'https://tdm.silogroup.org/data/derivative_storage/MFM.csv'. [2025-10-09T22:49:54.103085] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MFM'. [2025-10-09T22:49:54.103331] [INFO ] [FORECASTER] Starting predict_future for MFM [2025-10-09T22:49:54.128680] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:54.129364] [DEBUG] [LOCAL ] No optimal features file found for MFM: ./output/feature-sets/MFM.txt [2025-10-09T22:49:54.129418] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:54.129451] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:54.129478] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:54.129534] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:54.147083] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:54.147693] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:54.147777] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:54.147811] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:54.183977] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:54.184192] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:54.184244] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:54.184276] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:54.188152] [DEBUG] [FORECASTER] MFM: Forecast T+1@11:T+2@11: UP (p=51.55%) [2025-10-09T22:49:54.188485] [INFO ] [FORECASTER] Completed predict_future for MFM [2025-10-09T22:49:54.188670] [INFO ] [sig ] MFM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:54.340117] [INFO ] [LOCAL ] Saved forecast: MFM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MFM.txt [2025-10-09T22:49:54.340467] [WARN ] [sig ] [1258/2211] Failed MFM after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:54.340551] [INFO ] [sig ] [1259/2211] Forecasting MFSG... [2025-10-09T22:49:54.340591] [INFO ] [sig ] Generating forecast for: MFSG [2025-10-09T22:49:54.340623] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFSG' from 'https://tdm.silogroup.org/data/derivative_storage/MFSG.csv'. [2025-10-09T22:49:54.351827] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'MFSG'. [2025-10-09T22:49:54.352177] [INFO ] [FORECASTER] Starting predict_future for MFSG [2025-10-09T22:49:54.378932] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:54.379725] [DEBUG] [LOCAL ] No optimal features file found for MFSG: ./output/feature-sets/MFSG.txt [2025-10-09T22:49:54.379782] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:54.379817] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:54.379844] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:54.379899] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:54.399504] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:54.400586] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:54.400724] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:54.400781] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:54.436627] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:54.436772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:54.436815] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:54.436846] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:54.440300] [DEBUG] [FORECASTER] MFSG: Forecast T+1@11:T+2@11: UP (p=60.89%) [2025-10-09T22:49:54.440618] [INFO ] [FORECASTER] Completed predict_future for MFSG [2025-10-09T22:49:54.440806] [INFO ] [sig ] MFSG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:54.593098] [INFO ] [LOCAL ] Saved forecast: MFSG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MFSG.txt [2025-10-09T22:49:54.593435] [WARN ] [sig ] [1259/2211] Failed MFSG after 0.3s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:54.593536] [INFO ] [sig ] [1260/2211] Forecasting MFSI... [2025-10-09T22:49:54.593589] [INFO ] [sig ] Generating forecast for: MFSI [2025-10-09T22:49:54.593637] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFSI' from 'https://tdm.silogroup.org/data/derivative_storage/MFSI.csv'. [2025-10-09T22:49:54.603429] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'MFSI'. [2025-10-09T22:49:54.603770] [INFO ] [FORECASTER] Starting predict_future for MFSI [2025-10-09T22:49:54.630011] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:54.630803] [DEBUG] [LOCAL ] No optimal features file found for MFSI: ./output/feature-sets/MFSI.txt [2025-10-09T22:49:54.630858] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:54.630959] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:54.631009] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:54.631070] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:54.648854] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:54.649434] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:54.649517] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:54.649552] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:54.686870] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:54.687062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:54.687105] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:54.687135] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:54.690999] [DEBUG] [FORECASTER] MFSI: Forecast T+1@11:T+2@11: DOWN (p=1.14%) [2025-10-09T22:49:54.691300] [INFO ] [FORECASTER] Completed predict_future for MFSI [2025-10-09T22:49:54.691442] [INFO ] [sig ] MFSI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:54.844190] [INFO ] [LOCAL ] Saved forecast: MFSI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MFSI.txt [2025-10-09T22:49:54.844418] [WARN ] [sig ] [1260/2211] Failed MFSI after 0.3s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:54.844494] [INFO ] [sig ] [1261/2211] Forecasting MFSV... [2025-10-09T22:49:54.844534] [INFO ] [sig ] Generating forecast for: MFSV [2025-10-09T22:49:54.844564] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MFSV' from 'https://tdm.silogroup.org/data/derivative_storage/MFSV.csv'. [2025-10-09T22:49:54.853633] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'MFSV'. [2025-10-09T22:49:54.853938] [INFO ] [FORECASTER] Starting predict_future for MFSV [2025-10-09T22:49:54.879504] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:54.880256] [DEBUG] [LOCAL ] No optimal features file found for MFSV: ./output/feature-sets/MFSV.txt [2025-10-09T22:49:54.880311] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:54.880343] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:54.880370] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:54.880425] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:54.897669] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:54.898254] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:54.898344] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:54.898377] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:54.935589] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:54.935736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:54.935791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:54.935845] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:54.939345] [DEBUG] [FORECASTER] MFSV: Forecast T+1@11:T+2@11: UP (p=82.54%) [2025-10-09T22:49:54.939666] [INFO ] [FORECASTER] Completed predict_future for MFSV [2025-10-09T22:49:54.939808] [INFO ] [sig ] MFSV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:55.082845] [INFO ] [LOCAL ] Saved forecast: MFSV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MFSV.txt [2025-10-09T22:49:55.083131] [WARN ] [sig ] [1261/2211] Failed MFSV after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:55.083212] [INFO ] [sig ] [1262/2211] Forecasting MG... [2025-10-09T22:49:55.083251] [INFO ] [sig ] Generating forecast for: MG [2025-10-09T22:49:55.083283] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MG' from 'https://tdm.silogroup.org/data/derivative_storage/MG.csv'. [2025-10-09T22:49:55.092827] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MG'. [2025-10-09T22:49:55.093107] [INFO ] [FORECASTER] Starting predict_future for MG [2025-10-09T22:49:55.118514] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:55.119228] [DEBUG] [LOCAL ] No optimal features file found for MG: ./output/feature-sets/MG.txt [2025-10-09T22:49:55.119282] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:55.119315] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:55.119341] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:55.119396] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:55.136762] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:55.137305] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:55.137386] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:55.137420] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:55.176669] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:55.176868] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:55.176916] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:55.176947] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:55.181243] [DEBUG] [FORECASTER] MG: Forecast T+1@11:T+2@11: DOWN (p=37.95%) [2025-10-09T22:49:55.181787] [INFO ] [FORECASTER] Completed predict_future for MG [2025-10-09T22:49:55.181954] [INFO ] [sig ] MG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:55.331910] [INFO ] [LOCAL ] Saved forecast: MG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MG.txt [2025-10-09T22:49:55.332206] [WARN ] [sig ] [1262/2211] Failed MG after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:55.332285] [INFO ] [sig ] [1263/2211] Forecasting MGA... [2025-10-09T22:49:55.332324] [INFO ] [sig ] Generating forecast for: MGA [2025-10-09T22:49:55.332354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGA' from 'https://tdm.silogroup.org/data/derivative_storage/MGA.csv'. [2025-10-09T22:49:55.343489] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MGA'. [2025-10-09T22:49:55.344021] [INFO ] [FORECASTER] Starting predict_future for MGA [2025-10-09T22:49:55.372809] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:55.373695] [DEBUG] [LOCAL ] No optimal features file found for MGA: ./output/feature-sets/MGA.txt [2025-10-09T22:49:55.373758] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:55.373794] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:55.373822] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:55.373887] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:55.392081] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:55.392780] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:55.392893] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:55.392929] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:55.432132] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:55.432291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:55.432369] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:55.432419] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:55.436493] [DEBUG] [FORECASTER] MGA: Forecast T+1@11:T+2@11: UP (p=66.39%) [2025-10-09T22:49:55.436851] [INFO ] [FORECASTER] Completed predict_future for MGA [2025-10-09T22:49:55.437005] [INFO ] [sig ] MGA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:55.583505] [INFO ] [LOCAL ] Saved forecast: MGA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MGA.txt [2025-10-09T22:49:55.583824] [WARN ] [sig ] [1263/2211] Failed MGA after 0.3s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:55.583907] [INFO ] [sig ] [1264/2211] Forecasting MGF... [2025-10-09T22:49:55.583948] [INFO ] [sig ] Generating forecast for: MGF [2025-10-09T22:49:55.583981] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGF' from 'https://tdm.silogroup.org/data/derivative_storage/MGF.csv'. [2025-10-09T22:49:55.593288] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'MGF'. [2025-10-09T22:49:55.593612] [INFO ] [FORECASTER] Starting predict_future for MGF [2025-10-09T22:49:55.623733] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:55.624574] [DEBUG] [LOCAL ] No optimal features file found for MGF: ./output/feature-sets/MGF.txt [2025-10-09T22:49:55.624701] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:55.624745] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:55.624773] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:55.624830] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:55.642102] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:55.642732] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:55.642818] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:55.642851] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:55.679607] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:55.679779] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:55.679826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:55.679858] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:55.683790] [DEBUG] [FORECASTER] MGF: Forecast T+1@11:T+2@11: UP (p=59.86%) [2025-10-09T22:49:55.684093] [INFO ] [FORECASTER] Completed predict_future for MGF [2025-10-09T22:49:55.684240] [INFO ] [sig ] MGF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:55.844162] [INFO ] [LOCAL ] Saved forecast: MGF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MGF.txt [2025-10-09T22:49:55.844443] [WARN ] [sig ] [1264/2211] Failed MGF after 0.3s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:55.844533] [INFO ] [sig ] [1265/2211] Forecasting MGM... [2025-10-09T22:49:55.844573] [INFO ] [sig ] Generating forecast for: MGM [2025-10-09T22:49:55.844605] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGM' from 'https://tdm.silogroup.org/data/derivative_storage/MGM.csv'. [2025-10-09T22:49:55.854957] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MGM'. [2025-10-09T22:49:55.855233] [INFO ] [FORECASTER] Starting predict_future for MGM [2025-10-09T22:49:55.881410] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:55.882191] [DEBUG] [LOCAL ] No optimal features file found for MGM: ./output/feature-sets/MGM.txt [2025-10-09T22:49:55.882258] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:55.882295] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:55.882324] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:55.882380] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:55.900682] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:55.901258] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:55.901343] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:55.901383] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:55.938053] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:55.938189] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:55.938229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:55.938260] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:55.941507] [DEBUG] [FORECASTER] MGM: Forecast T+1@11:T+2@11: UP (p=87.70%) [2025-10-09T22:49:55.941823] [INFO ] [FORECASTER] Completed predict_future for MGM [2025-10-09T22:49:55.941962] [INFO ] [sig ] MGM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:56.089304] [INFO ] [LOCAL ] Saved forecast: MGM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MGM.txt [2025-10-09T22:49:56.089562] [WARN ] [sig ] [1265/2211] Failed MGM after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.7m [2025-10-09T22:49:56.089657] [INFO ] [sig ] [1266/2211] Forecasting MGR... [2025-10-09T22:49:56.089715] [INFO ] [sig ] Generating forecast for: MGR [2025-10-09T22:49:56.089749] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGR' from 'https://tdm.silogroup.org/data/derivative_storage/MGR.csv'. [2025-10-09T22:49:56.098941] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MGR'. [2025-10-09T22:49:56.099192] [INFO ] [FORECASTER] Starting predict_future for MGR [2025-10-09T22:49:56.124446] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:56.125186] [DEBUG] [LOCAL ] No optimal features file found for MGR: ./output/feature-sets/MGR.txt [2025-10-09T22:49:56.125251] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:56.125289] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:56.125316] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:56.125372] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:56.142805] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:56.143340] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:56.143420] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:56.143453] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:56.182540] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:56.182618] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:56.182682] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:56.182729] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:56.185807] [DEBUG] [FORECASTER] MGR: Forecast T+1@11:T+2@11: DOWN (p=0.54%) [2025-10-09T22:49:56.186062] [INFO ] [FORECASTER] Completed predict_future for MGR [2025-10-09T22:49:56.186188] [INFO ] [sig ] MGR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:56.332706] [INFO ] [LOCAL ] Saved forecast: MGR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MGR.txt [2025-10-09T22:49:56.332990] [WARN ] [sig ] [1266/2211] Failed MGR after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:56.333070] [INFO ] [sig ] [1267/2211] Forecasting MGRB... [2025-10-09T22:49:56.333109] [INFO ] [sig ] Generating forecast for: MGRB [2025-10-09T22:49:56.333146] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGRB' from 'https://tdm.silogroup.org/data/derivative_storage/MGRB.csv'. [2025-10-09T22:49:56.343529] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MGRB'. [2025-10-09T22:49:56.343821] [INFO ] [FORECASTER] Starting predict_future for MGRB [2025-10-09T22:49:56.369386] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:56.370095] [DEBUG] [LOCAL ] No optimal features file found for MGRB: ./output/feature-sets/MGRB.txt [2025-10-09T22:49:56.370161] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:56.370239] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:56.370299] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:56.370358] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:56.387757] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:56.388328] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:56.388411] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:56.388445] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:56.421326] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:56.421405] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:56.421441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:56.421500] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:56.427212] [DEBUG] [FORECASTER] MGRB: Forecast T+1@11:T+2@11: UP (p=70.12%) [2025-10-09T22:49:56.427713] [INFO ] [FORECASTER] Completed predict_future for MGRB [2025-10-09T22:49:56.427888] [INFO ] [sig ] MGRB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:56.574683] [INFO ] [LOCAL ] Saved forecast: MGRB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MGRB.txt [2025-10-09T22:49:56.574958] [WARN ] [sig ] [1267/2211] Failed MGRB after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:56.575039] [INFO ] [sig ] [1268/2211] Forecasting MGRD... [2025-10-09T22:49:56.575079] [INFO ] [sig ] Generating forecast for: MGRD [2025-10-09T22:49:56.575110] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGRD' from 'https://tdm.silogroup.org/data/derivative_storage/MGRD.csv'. [2025-10-09T22:49:56.588416] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MGRD'. [2025-10-09T22:49:56.588944] [INFO ] [FORECASTER] Starting predict_future for MGRD [2025-10-09T22:49:56.621145] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:56.622048] [DEBUG] [LOCAL ] No optimal features file found for MGRD: ./output/feature-sets/MGRD.txt [2025-10-09T22:49:56.622109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:56.622147] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:56.622176] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:56.622234] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:56.641416] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:56.642155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:56.642260] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:56.642300] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:56.675602] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:56.675734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:56.675781] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:56.675811] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:56.679005] [DEBUG] [FORECASTER] MGRD: Forecast T+1@11:T+2@11: DOWN (p=38.03%) [2025-10-09T22:49:56.679280] [INFO ] [FORECASTER] Completed predict_future for MGRD [2025-10-09T22:49:56.679413] [INFO ] [sig ] MGRD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:56.824407] [INFO ] [LOCAL ] Saved forecast: MGRD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MGRD.txt [2025-10-09T22:49:56.824727] [WARN ] [sig ] [1268/2211] Failed MGRD after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:56.824815] [INFO ] [sig ] [1269/2211] Forecasting MGRE... [2025-10-09T22:49:56.824854] [INFO ] [sig ] Generating forecast for: MGRE [2025-10-09T22:49:56.824885] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGRE' from 'https://tdm.silogroup.org/data/derivative_storage/MGRE.csv'. [2025-10-09T22:49:56.834787] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MGRE'. [2025-10-09T22:49:56.835107] [INFO ] [FORECASTER] Starting predict_future for MGRE [2025-10-09T22:49:56.861512] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:56.862300] [DEBUG] [LOCAL ] No optimal features file found for MGRE: ./output/feature-sets/MGRE.txt [2025-10-09T22:49:56.862355] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:56.862388] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:56.862416] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:56.862472] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:56.879663] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:56.880218] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:56.880306] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:56.880339] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:56.921627] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:56.921723] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:56.921762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:56.921792] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:56.924803] [DEBUG] [FORECASTER] MGRE: Forecast T+1@11:T+2@11: DOWN (p=9.28%) [2025-10-09T22:49:56.925055] [INFO ] [FORECASTER] Completed predict_future for MGRE [2025-10-09T22:49:56.925182] [INFO ] [sig ] MGRE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:57.069321] [INFO ] [LOCAL ] Saved forecast: MGRE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MGRE.txt [2025-10-09T22:49:57.069559] [WARN ] [sig ] [1269/2211] Failed MGRE after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:57.069660] [INFO ] [sig ] [1270/2211] Forecasting MGY... [2025-10-09T22:49:57.069717] [INFO ] [sig ] Generating forecast for: MGY [2025-10-09T22:49:57.069751] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MGY' from 'https://tdm.silogroup.org/data/derivative_storage/MGY.csv'. [2025-10-09T22:49:57.080686] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MGY'. [2025-10-09T22:49:57.080957] [INFO ] [FORECASTER] Starting predict_future for MGY [2025-10-09T22:49:57.106176] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:57.106882] [DEBUG] [LOCAL ] No optimal features file found for MGY: ./output/feature-sets/MGY.txt [2025-10-09T22:49:57.106936] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:57.106969] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:57.106995] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:57.107051] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:57.124377] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:57.124964] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:57.125047] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:57.125080] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:57.159986] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:57.160080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:57.160115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:57.160144] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:57.163206] [DEBUG] [FORECASTER] MGY: Forecast T+1@11:T+2@11: DOWN (p=23.79%) [2025-10-09T22:49:57.163461] [INFO ] [FORECASTER] Completed predict_future for MGY [2025-10-09T22:49:57.163588] [INFO ] [sig ] MGY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:57.304987] [INFO ] [LOCAL ] Saved forecast: MGY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MGY.txt [2025-10-09T22:49:57.305272] [WARN ] [sig ] [1270/2211] Failed MGY after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:57.305353] [INFO ] [sig ] [1271/2211] Forecasting MHD... [2025-10-09T22:49:57.305392] [INFO ] [sig ] Generating forecast for: MHD [2025-10-09T22:49:57.305424] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHD' from 'https://tdm.silogroup.org/data/derivative_storage/MHD.csv'. [2025-10-09T22:49:57.315816] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MHD'. [2025-10-09T22:49:57.316256] [INFO ] [FORECASTER] Starting predict_future for MHD [2025-10-09T22:49:57.342329] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:57.343135] [DEBUG] [LOCAL ] No optimal features file found for MHD: ./output/feature-sets/MHD.txt [2025-10-09T22:49:57.343190] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:57.343223] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:57.343250] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:57.343312] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:57.360634] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:57.361222] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:57.361307] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:57.361340] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:57.398259] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:57.398346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:57.398387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:57.398419] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:57.401460] [DEBUG] [FORECASTER] MHD: Forecast T+1@11:T+2@11: UP (p=58.12%) [2025-10-09T22:49:57.401753] [INFO ] [FORECASTER] Completed predict_future for MHD [2025-10-09T22:49:57.401895] [INFO ] [sig ] MHD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:57.546478] [INFO ] [LOCAL ] Saved forecast: MHD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MHD.txt [2025-10-09T22:49:57.546787] [WARN ] [sig ] [1271/2211] Failed MHD after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:57.546871] [INFO ] [sig ] [1272/2211] Forecasting MHF... [2025-10-09T22:49:57.546910] [INFO ] [sig ] Generating forecast for: MHF [2025-10-09T22:49:57.546941] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHF' from 'https://tdm.silogroup.org/data/derivative_storage/MHF.csv'. [2025-10-09T22:49:57.555590] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MHF'. [2025-10-09T22:49:57.555931] [INFO ] [FORECASTER] Starting predict_future for MHF [2025-10-09T22:49:57.581331] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:57.582229] [DEBUG] [LOCAL ] No optimal features file found for MHF: ./output/feature-sets/MHF.txt [2025-10-09T22:49:57.582300] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:57.582334] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:57.582362] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:57.582419] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:57.600149] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:57.601071] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:57.601163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:57.601198] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:57.636261] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:57.636508] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:57.636570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:57.636602] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:57.640170] [DEBUG] [FORECASTER] MHF: Forecast T+1@11:T+2@11: DOWN (p=48.36%) [2025-10-09T22:49:57.640452] [INFO ] [FORECASTER] Completed predict_future for MHF [2025-10-09T22:49:57.640584] [INFO ] [sig ] MHF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:57.782668] [INFO ] [LOCAL ] Saved forecast: MHF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MHF.txt [2025-10-09T22:49:57.782866] [WARN ] [sig ] [1272/2211] Failed MHF after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:57.782942] [INFO ] [sig ] [1273/2211] Forecasting MHK... [2025-10-09T22:49:57.782981] [INFO ] [sig ] Generating forecast for: MHK [2025-10-09T22:49:57.783013] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHK' from 'https://tdm.silogroup.org/data/derivative_storage/MHK.csv'. [2025-10-09T22:49:57.792533] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MHK'. [2025-10-09T22:49:57.792816] [INFO ] [FORECASTER] Starting predict_future for MHK [2025-10-09T22:49:57.818133] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:57.818843] [DEBUG] [LOCAL ] No optimal features file found for MHK: ./output/feature-sets/MHK.txt [2025-10-09T22:49:57.818897] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:57.818929] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:57.818956] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:57.819011] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:57.836203] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:57.836777] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:57.836860] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:57.836893] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:57.871940] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:57.872017] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:57.872052] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:57.872080] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:57.875105] [DEBUG] [FORECASTER] MHK: Forecast T+1@11:T+2@11: DOWN (p=19.74%) [2025-10-09T22:49:57.875370] [INFO ] [FORECASTER] Completed predict_future for MHK [2025-10-09T22:49:57.875500] [INFO ] [sig ] MHK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:58.021017] [INFO ] [LOCAL ] Saved forecast: MHK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MHK.txt [2025-10-09T22:49:58.021235] [WARN ] [sig ] [1273/2211] Failed MHK after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:58.021311] [INFO ] [sig ] [1274/2211] Forecasting MHN... [2025-10-09T22:49:58.021350] [INFO ] [sig ] Generating forecast for: MHN [2025-10-09T22:49:58.021381] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHN' from 'https://tdm.silogroup.org/data/derivative_storage/MHN.csv'. [2025-10-09T22:49:58.030583] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MHN'. [2025-10-09T22:49:58.030892] [INFO ] [FORECASTER] Starting predict_future for MHN [2025-10-09T22:49:58.056211] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:58.056948] [DEBUG] [LOCAL ] No optimal features file found for MHN: ./output/feature-sets/MHN.txt [2025-10-09T22:49:58.057002] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:58.057053] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:58.057083] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:58.057139] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:58.074509] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:58.075085] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:58.075168] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:58.075249] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:58.110682] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:58.110766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:58.110802] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:58.110830] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:58.113879] [DEBUG] [FORECASTER] MHN: Forecast T+1@11:T+2@11: DOWN (p=6.36%) [2025-10-09T22:49:58.114145] [INFO ] [FORECASTER] Completed predict_future for MHN [2025-10-09T22:49:58.114276] [INFO ] [sig ] MHN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:58.260086] [INFO ] [LOCAL ] Saved forecast: MHN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MHN.txt [2025-10-09T22:49:58.260361] [WARN ] [sig ] [1274/2211] Failed MHN after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:58.260443] [INFO ] [sig ] [1275/2211] Forecasting MHO... [2025-10-09T22:49:58.260482] [INFO ] [sig ] Generating forecast for: MHO [2025-10-09T22:49:58.260514] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MHO' from 'https://tdm.silogroup.org/data/derivative_storage/MHO.csv'. [2025-10-09T22:49:58.271116] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MHO'. [2025-10-09T22:49:58.271412] [INFO ] [FORECASTER] Starting predict_future for MHO [2025-10-09T22:49:58.297457] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:58.298207] [DEBUG] [LOCAL ] No optimal features file found for MHO: ./output/feature-sets/MHO.txt [2025-10-09T22:49:58.298262] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:58.298295] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:58.298322] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:58.298377] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:58.315759] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:58.316320] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:58.316419] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:58.316473] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:58.353594] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:58.353711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:58.353758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:58.353787] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:58.356860] [DEBUG] [FORECASTER] MHO: Forecast T+1@11:T+2@11: DOWN (p=8.35%) [2025-10-09T22:49:58.357122] [INFO ] [FORECASTER] Completed predict_future for MHO [2025-10-09T22:49:58.357250] [INFO ] [sig ] MHO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:58.499117] [INFO ] [LOCAL ] Saved forecast: MHO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MHO.txt [2025-10-09T22:49:58.499359] [WARN ] [sig ] [1275/2211] Failed MHO after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:58.499435] [INFO ] [sig ] [1276/2211] Forecasting MIN... [2025-10-09T22:49:58.499474] [INFO ] [sig ] Generating forecast for: MIN [2025-10-09T22:49:58.499505] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MIN' from 'https://tdm.silogroup.org/data/derivative_storage/MIN.csv'. [2025-10-09T22:49:58.508831] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MIN'. [2025-10-09T22:49:58.509145] [INFO ] [FORECASTER] Starting predict_future for MIN [2025-10-09T22:49:58.534272] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:58.535035] [DEBUG] [LOCAL ] No optimal features file found for MIN: ./output/feature-sets/MIN.txt [2025-10-09T22:49:58.535089] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:58.535122] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:58.535148] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:58.535203] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:58.552320] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:58.552895] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:58.552978] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:58.553012] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:58.588585] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:58.588721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:58.588770] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:58.588800] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:58.592295] [DEBUG] [FORECASTER] MIN: Forecast T+1@11:T+2@11: UP (p=94.77%) [2025-10-09T22:49:58.592618] [INFO ] [FORECASTER] Completed predict_future for MIN [2025-10-09T22:49:58.592917] [INFO ] [sig ] MIN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:58.738665] [INFO ] [LOCAL ] Saved forecast: MIN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MIN.txt [2025-10-09T22:49:58.738909] [WARN ] [sig ] [1276/2211] Failed MIN after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:58.738986] [INFO ] [sig ] [1277/2211] Forecasting MIR... [2025-10-09T22:49:58.739025] [INFO ] [sig ] Generating forecast for: MIR [2025-10-09T22:49:58.739057] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MIR' from 'https://tdm.silogroup.org/data/derivative_storage/MIR.csv'. [2025-10-09T22:49:58.749290] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MIR'. [2025-10-09T22:49:58.749578] [INFO ] [FORECASTER] Starting predict_future for MIR [2025-10-09T22:49:58.775096] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:58.775818] [DEBUG] [LOCAL ] No optimal features file found for MIR: ./output/feature-sets/MIR.txt [2025-10-09T22:49:58.775873] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:58.775906] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:58.775933] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:58.775989] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:58.793930] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:58.794458] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:58.794538] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:58.794572] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:58.831562] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:58.831633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:58.831708] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:58.831744] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:58.834787] [DEBUG] [FORECASTER] MIR: Forecast T+1@11:T+2@11: DOWN (p=2.92%) [2025-10-09T22:49:58.835040] [INFO ] [FORECASTER] Completed predict_future for MIR [2025-10-09T22:49:58.835178] [INFO ] [sig ] MIR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:58.983468] [INFO ] [LOCAL ] Saved forecast: MIR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MIR.txt [2025-10-09T22:49:58.983720] [WARN ] [sig ] [1277/2211] Failed MIR after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:58.983803] [INFO ] [sig ] [1278/2211] Forecasting MITP... [2025-10-09T22:49:58.983855] [INFO ] [sig ] Generating forecast for: MITP [2025-10-09T22:49:58.983887] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MITP' from 'https://tdm.silogroup.org/data/derivative_storage/MITP.csv'. [2025-10-09T22:49:58.995458] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'MITP'. [2025-10-09T22:49:58.995746] [INFO ] [FORECASTER] Starting predict_future for MITP [2025-10-09T22:49:59.022162] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:59.022893] [DEBUG] [LOCAL ] No optimal features file found for MITP: ./output/feature-sets/MITP.txt [2025-10-09T22:49:59.022951] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:59.022984] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:59.023010] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:59.023065] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:59.040894] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:59.041492] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:59.041576] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:59.041611] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:59.077561] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:59.077678] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:59.077730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:59.077761] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:59.080808] [DEBUG] [FORECASTER] MITP: Forecast T+1@11:T+2@11: DOWN (p=10.93%) [2025-10-09T22:49:59.081064] [INFO ] [FORECASTER] Completed predict_future for MITP [2025-10-09T22:49:59.081193] [INFO ] [sig ] MITP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:49:59.223986] [INFO ] [LOCAL ] Saved forecast: MITP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MITP.txt [2025-10-09T22:49:59.224188] [WARN ] [sig ] [1278/2211] Failed MITP after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:59.224263] [INFO ] [sig ] [1279/2211] Forecasting MITT... [2025-10-09T22:49:59.224302] [INFO ] [sig ] Generating forecast for: MITT [2025-10-09T22:49:59.224332] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MITT' from 'https://tdm.silogroup.org/data/derivative_storage/MITT.csv'. [2025-10-09T22:49:59.233947] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MITT'. [2025-10-09T22:49:59.234210] [INFO ] [FORECASTER] Starting predict_future for MITT [2025-10-09T22:49:59.259380] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:59.260173] [DEBUG] [LOCAL ] No optimal features file found for MITT: ./output/feature-sets/MITT.txt [2025-10-09T22:49:59.261158] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:59.261209] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:59.261244] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:59.261300] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:59.278725] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:59.279256] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:59.279334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:59.279367] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:59.314046] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:59.314120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:59.314171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:59.314201] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:59.317195] [DEBUG] [FORECASTER] MITT: Forecast T+1@11:T+2@11: UP (p=99.73%) [2025-10-09T22:49:59.317445] [INFO ] [FORECASTER] Completed predict_future for MITT [2025-10-09T22:49:59.317577] [INFO ] [sig ] MITT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:59.460502] [INFO ] [LOCAL ] Saved forecast: MITT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MITT.txt [2025-10-09T22:49:59.460778] [WARN ] [sig ] [1279/2211] Failed MITT after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:59.460862] [INFO ] [sig ] [1280/2211] Forecasting MIY... [2025-10-09T22:49:59.460903] [INFO ] [sig ] Generating forecast for: MIY [2025-10-09T22:49:59.460935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MIY' from 'https://tdm.silogroup.org/data/derivative_storage/MIY.csv'. [2025-10-09T22:49:59.470806] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MIY'. [2025-10-09T22:49:59.471149] [INFO ] [FORECASTER] Starting predict_future for MIY [2025-10-09T22:49:59.496757] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:59.497570] [DEBUG] [LOCAL ] No optimal features file found for MIY: ./output/feature-sets/MIY.txt [2025-10-09T22:49:59.497673] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:59.497726] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:59.497758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:59.497816] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:59.515212] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:59.516136] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:59.516235] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:59.516269] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:59.551844] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:59.551962] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:59.551999] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:59.552027] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:59.555352] [DEBUG] [FORECASTER] MIY: Forecast T+1@11:T+2@11: UP (p=72.22%) [2025-10-09T22:49:59.555622] [INFO ] [FORECASTER] Completed predict_future for MIY [2025-10-09T22:49:59.555792] [INFO ] [sig ] MIY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:59.707255] [INFO ] [LOCAL ] Saved forecast: MIY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MIY.txt [2025-10-09T22:49:59.707789] [WARN ] [sig ] [1280/2211] Failed MIY after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:59.707889] [INFO ] [sig ] [1281/2211] Forecasting MKC... [2025-10-09T22:49:59.707944] [INFO ] [sig ] Generating forecast for: MKC [2025-10-09T22:49:59.707979] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MKC' from 'https://tdm.silogroup.org/data/derivative_storage/MKC.csv'. [2025-10-09T22:49:59.720069] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MKC'. [2025-10-09T22:49:59.720403] [INFO ] [FORECASTER] Starting predict_future for MKC [2025-10-09T22:49:59.746452] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:59.747232] [DEBUG] [LOCAL ] No optimal features file found for MKC: ./output/feature-sets/MKC.txt [2025-10-09T22:49:59.747286] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:59.747320] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:59.747420] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:59.747488] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:49:59.764698] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:49:59.765308] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:49:59.765404] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:49:59.765457] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:49:59.801944] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:49:59.802021] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:49:59.802055] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:49:59.802083] [INFO ] [FORECASTER] Training complete [2025-10-09T22:49:59.805074] [DEBUG] [FORECASTER] MKC: Forecast T+1@11:T+2@11: UP (p=90.77%) [2025-10-09T22:49:59.805363] [INFO ] [FORECASTER] Completed predict_future for MKC [2025-10-09T22:49:59.805494] [INFO ] [sig ] MKC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:49:59.947621] [INFO ] [LOCAL ] Saved forecast: MKC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MKC.txt [2025-10-09T22:49:59.947848] [WARN ] [sig ] [1281/2211] Failed MKC after 0.2s | 4.32 sym/s | Total: 4.9m | ETA: 3.6m [2025-10-09T22:49:59.947925] [INFO ] [sig ] [1282/2211] Forecasting MKL... [2025-10-09T22:49:59.947965] [INFO ] [sig ] Generating forecast for: MKL [2025-10-09T22:49:59.947996] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MKL' from 'https://tdm.silogroup.org/data/derivative_storage/MKL.csv'. [2025-10-09T22:49:59.958360] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MKL'. [2025-10-09T22:49:59.958613] [INFO ] [FORECASTER] Starting predict_future for MKL [2025-10-09T22:49:59.983820] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:49:59.984495] [DEBUG] [LOCAL ] No optimal features file found for MKL: ./output/feature-sets/MKL.txt [2025-10-09T22:49:59.984549] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:49:59.984582] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:49:59.984609] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:49:59.984694] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:00.002036] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:00.002562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:00.002662] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:00.002717] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:00.041967] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:00.042046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:00.042081] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:00.042109] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:00.045154] [DEBUG] [FORECASTER] MKL: Forecast T+1@11:T+2@11: UP (p=98.66%) [2025-10-09T22:50:00.045411] [INFO ] [FORECASTER] Completed predict_future for MKL [2025-10-09T22:50:00.045536] [INFO ] [sig ] MKL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:00.189045] [INFO ] [LOCAL ] Saved forecast: MKL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MKL.txt [2025-10-09T22:50:00.189262] [WARN ] [sig ] [1282/2211] Failed MKL after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:00.189353] [INFO ] [sig ] [1283/2211] Forecasting MLI... [2025-10-09T22:50:00.189397] [INFO ] [sig ] Generating forecast for: MLI [2025-10-09T22:50:00.189427] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLI' from 'https://tdm.silogroup.org/data/derivative_storage/MLI.csv'. [2025-10-09T22:50:00.199096] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MLI'. [2025-10-09T22:50:00.199396] [INFO ] [FORECASTER] Starting predict_future for MLI [2025-10-09T22:50:00.224579] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:00.225297] [DEBUG] [LOCAL ] No optimal features file found for MLI: ./output/feature-sets/MLI.txt [2025-10-09T22:50:00.225363] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:00.225395] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:00.225423] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:00.225478] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:00.242848] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:00.243371] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:00.243452] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:00.243484] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:00.280737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:00.280809] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:00.280845] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:00.280873] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:00.283933] [DEBUG] [FORECASTER] MLI: Forecast T+1@11:T+2@11: DOWN (p=47.76%) [2025-10-09T22:50:00.284185] [INFO ] [FORECASTER] Completed predict_future for MLI [2025-10-09T22:50:00.284317] [INFO ] [sig ] MLI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:00.428152] [INFO ] [LOCAL ] Saved forecast: MLI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MLI.txt [2025-10-09T22:50:00.428375] [WARN ] [sig ] [1283/2211] Failed MLI after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:00.428454] [INFO ] [sig ] [1284/2211] Forecasting MLM... [2025-10-09T22:50:00.428494] [INFO ] [sig ] Generating forecast for: MLM [2025-10-09T22:50:00.428525] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLM' from 'https://tdm.silogroup.org/data/derivative_storage/MLM.csv'. [2025-10-09T22:50:00.438745] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MLM'. [2025-10-09T22:50:00.439005] [INFO ] [FORECASTER] Starting predict_future for MLM [2025-10-09T22:50:00.464471] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:00.465175] [DEBUG] [LOCAL ] No optimal features file found for MLM: ./output/feature-sets/MLM.txt [2025-10-09T22:50:00.465230] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:00.465262] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:00.465289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:00.465345] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:00.483057] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:00.483583] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:00.483688] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:00.483743] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:00.521728] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:00.521805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:00.521840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:00.521868] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:00.524864] [DEBUG] [FORECASTER] MLM: Forecast T+1@11:T+2@11: UP (p=50.15%) [2025-10-09T22:50:00.525145] [INFO ] [FORECASTER] Completed predict_future for MLM [2025-10-09T22:50:00.525285] [INFO ] [sig ] MLM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:00.666822] [INFO ] [LOCAL ] Saved forecast: MLM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MLM.txt [2025-10-09T22:50:00.667009] [WARN ] [sig ] [1284/2211] Failed MLM after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:00.667081] [INFO ] [sig ] [1285/2211] Forecasting MLNK... [2025-10-09T22:50:00.667121] [INFO ] [sig ] Generating forecast for: MLNK [2025-10-09T22:50:00.667152] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLNK' from 'https://tdm.silogroup.org/data/derivative_storage/MLNK.csv'. [2025-10-09T22:50:00.676268] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MLNK'. [2025-10-09T22:50:00.676515] [INFO ] [FORECASTER] Starting predict_future for MLNK [2025-10-09T22:50:00.701490] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:00.702207] [DEBUG] [LOCAL ] No optimal features file found for MLNK: ./output/feature-sets/MLNK.txt [2025-10-09T22:50:00.702261] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:00.702295] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:00.702323] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:00.702380] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:00.720597] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:00.721158] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:00.721240] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:00.721273] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:00.758877] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:00.758966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:00.759003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:00.759030] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:00.762542] [DEBUG] [FORECASTER] MLNK: Forecast T+1@11:T+2@11: DOWN (p=20.95%) [2025-10-09T22:50:00.762852] [INFO ] [FORECASTER] Completed predict_future for MLNK [2025-10-09T22:50:00.762997] [INFO ] [sig ] MLNK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:00.911133] [INFO ] [LOCAL ] Saved forecast: MLNK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MLNK.txt [2025-10-09T22:50:00.911327] [WARN ] [sig ] [1285/2211] Failed MLNK after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:00.911401] [INFO ] [sig ] [1286/2211] Forecasting MLP... [2025-10-09T22:50:00.911440] [INFO ] [sig ] Generating forecast for: MLP [2025-10-09T22:50:00.911471] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLP' from 'https://tdm.silogroup.org/data/derivative_storage/MLP.csv'. [2025-10-09T22:50:00.922611] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MLP'. [2025-10-09T22:50:00.923011] [INFO ] [FORECASTER] Starting predict_future for MLP [2025-10-09T22:50:00.948820] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:00.949594] [DEBUG] [LOCAL ] No optimal features file found for MLP: ./output/feature-sets/MLP.txt [2025-10-09T22:50:00.949673] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:00.949726] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:00.949758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:00.949814] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:00.969169] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:00.970038] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:00.970132] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:00.970166] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:01.005316] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:01.005421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:01.005496] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:01.005546] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:01.008849] [DEBUG] [FORECASTER] MLP: Forecast T+1@11:T+2@11: DOWN (p=40.70%) [2025-10-09T22:50:01.009124] [INFO ] [FORECASTER] Completed predict_future for MLP [2025-10-09T22:50:01.009259] [INFO ] [sig ] MLP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:01.153248] [INFO ] [LOCAL ] Saved forecast: MLP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MLP.txt [2025-10-09T22:50:01.153525] [WARN ] [sig ] [1286/2211] Failed MLP after 0.2s | 4.32 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:01.153606] [INFO ] [sig ] [1287/2211] Forecasting MLR... [2025-10-09T22:50:01.153671] [INFO ] [sig ] Generating forecast for: MLR [2025-10-09T22:50:01.153728] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MLR' from 'https://tdm.silogroup.org/data/derivative_storage/MLR.csv'. [2025-10-09T22:50:01.163715] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MLR'. [2025-10-09T22:50:01.164109] [INFO ] [FORECASTER] Starting predict_future for MLR [2025-10-09T22:50:01.190696] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:01.191551] [DEBUG] [LOCAL ] No optimal features file found for MLR: ./output/feature-sets/MLR.txt [2025-10-09T22:50:01.191610] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:01.191669] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:01.191722] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:01.191784] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:01.209262] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:01.210146] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:01.210240] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:01.210274] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:01.249874] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:01.250062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:01.250107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:01.250135] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:01.253797] [DEBUG] [FORECASTER] MLR: Forecast T+1@11:T+2@11: UP (p=69.66%) [2025-10-09T22:50:01.254124] [INFO ] [FORECASTER] Completed predict_future for MLR [2025-10-09T22:50:01.254272] [INFO ] [sig ] MLR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:01.402553] [INFO ] [LOCAL ] Saved forecast: MLR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MLR.txt [2025-10-09T22:50:01.402837] [WARN ] [sig ] [1287/2211] Failed MLR after 0.2s | 4.31 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:01.402920] [INFO ] [sig ] [1288/2211] Forecasting MMC... [2025-10-09T22:50:01.402962] [INFO ] [sig ] Generating forecast for: MMC [2025-10-09T22:50:01.402993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMC' from 'https://tdm.silogroup.org/data/derivative_storage/MMC.csv'. [2025-10-09T22:50:01.412931] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MMC'. [2025-10-09T22:50:01.413338] [INFO ] [FORECASTER] Starting predict_future for MMC [2025-10-09T22:50:01.440042] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:01.440988] [DEBUG] [LOCAL ] No optimal features file found for MMC: ./output/feature-sets/MMC.txt [2025-10-09T22:50:01.441067] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:01.441114] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:01.441168] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:01.441230] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:01.459199] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:01.459826] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:01.459913] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:01.459948] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:01.501461] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:01.501633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:01.501714] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:01.501754] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:01.505265] [DEBUG] [FORECASTER] MMC: Forecast T+1@11:T+2@11: UP (p=89.50%) [2025-10-09T22:50:01.505550] [INFO ] [FORECASTER] Completed predict_future for MMC [2025-10-09T22:50:01.505727] [INFO ] [sig ] MMC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:01.649250] [INFO ] [LOCAL ] Saved forecast: MMC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MMC.txt [2025-10-09T22:50:01.649497] [WARN ] [sig ] [1288/2211] Failed MMC after 0.2s | 4.31 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:01.649576] [INFO ] [sig ] [1289/2211] Forecasting MMD... [2025-10-09T22:50:01.649616] [INFO ] [sig ] Generating forecast for: MMD [2025-10-09T22:50:01.649676] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMD' from 'https://tdm.silogroup.org/data/derivative_storage/MMD.csv'. [2025-10-09T22:50:01.664785] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MMD'. [2025-10-09T22:50:01.665581] [INFO ] [FORECASTER] Starting predict_future for MMD [2025-10-09T22:50:01.711102] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:01.712619] [DEBUG] [LOCAL ] No optimal features file found for MMD: ./output/feature-sets/MMD.txt [2025-10-09T22:50:01.712737] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:01.712797] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:01.712845] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:01.712937] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:01.733896] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:01.734884] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:01.734992] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:01.735031] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:01.778213] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:01.778589] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:01.778637] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:01.778718] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:01.783675] [DEBUG] [FORECASTER] MMD: Forecast T+1@11:T+2@11: DOWN (p=6.83%) [2025-10-09T22:50:01.784269] [INFO ] [FORECASTER] Completed predict_future for MMD [2025-10-09T22:50:01.784444] [INFO ] [sig ] MMD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:01.957906] [INFO ] [LOCAL ] Saved forecast: MMD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MMD.txt [2025-10-09T22:50:01.958307] [WARN ] [sig ] [1289/2211] Failed MMD after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:01.958401] [INFO ] [sig ] [1290/2211] Forecasting MMI... [2025-10-09T22:50:01.958442] [INFO ] [sig ] Generating forecast for: MMI [2025-10-09T22:50:01.958478] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMI' from 'https://tdm.silogroup.org/data/derivative_storage/MMI.csv'. [2025-10-09T22:50:01.971278] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MMI'. [2025-10-09T22:50:01.971994] [INFO ] [FORECASTER] Starting predict_future for MMI [2025-10-09T22:50:02.006862] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:02.007896] [DEBUG] [LOCAL ] No optimal features file found for MMI: ./output/feature-sets/MMI.txt [2025-10-09T22:50:02.007955] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:02.007991] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:02.008020] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:02.008083] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:02.028563] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:02.029897] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:02.030212] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:02.030254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:02.075442] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:02.075751] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:02.075840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:02.075904] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:02.080719] [DEBUG] [FORECASTER] MMI: Forecast T+1@11:T+2@11: UP (p=63.33%) [2025-10-09T22:50:02.081120] [INFO ] [FORECASTER] Completed predict_future for MMI [2025-10-09T22:50:02.081298] [INFO ] [sig ] MMI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:02.245692] [INFO ] [LOCAL ] Saved forecast: MMI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MMI.txt [2025-10-09T22:50:02.245993] [WARN ] [sig ] [1290/2211] Failed MMI after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:02.246072] [INFO ] [sig ] [1291/2211] Forecasting MMM... [2025-10-09T22:50:02.246113] [INFO ] [sig ] Generating forecast for: MMM [2025-10-09T22:50:02.246145] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMM' from 'https://tdm.silogroup.org/data/derivative_storage/MMM.csv'. [2025-10-09T22:50:02.256545] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MMM'. [2025-10-09T22:50:02.257135] [INFO ] [FORECASTER] Starting predict_future for MMM [2025-10-09T22:50:02.283585] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:02.284490] [DEBUG] [LOCAL ] No optimal features file found for MMM: ./output/feature-sets/MMM.txt [2025-10-09T22:50:02.284555] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:02.284590] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:02.284619] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:02.284708] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:02.302155] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:02.303098] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:02.303196] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:02.303233] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:02.347394] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:02.348065] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:02.348131] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:02.348164] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:02.352797] [DEBUG] [FORECASTER] MMM: Forecast T+1@11:T+2@11: DOWN (p=1.01%) [2025-10-09T22:50:02.353161] [INFO ] [FORECASTER] Completed predict_future for MMM [2025-10-09T22:50:02.353317] [INFO ] [sig ] MMM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:02.508469] [INFO ] [LOCAL ] Saved forecast: MMM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MMM.txt [2025-10-09T22:50:02.508768] [WARN ] [sig ] [1291/2211] Failed MMM after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:02.508855] [INFO ] [sig ] [1292/2211] Forecasting MMS... [2025-10-09T22:50:02.508895] [INFO ] [sig ] Generating forecast for: MMS [2025-10-09T22:50:02.508927] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMS' from 'https://tdm.silogroup.org/data/derivative_storage/MMS.csv'. [2025-10-09T22:50:02.519163] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MMS'. [2025-10-09T22:50:02.519706] [INFO ] [FORECASTER] Starting predict_future for MMS [2025-10-09T22:50:02.547692] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:02.548570] [DEBUG] [LOCAL ] No optimal features file found for MMS: ./output/feature-sets/MMS.txt [2025-10-09T22:50:02.548629] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:02.548703] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:02.548744] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:02.548803] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:02.567037] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:02.568114] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:02.568219] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:02.568254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:02.626892] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:02.627134] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:02.627190] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:02.627260] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:02.632628] [DEBUG] [FORECASTER] MMS: Forecast T+1@11:T+2@11: UP (p=57.82%) [2025-10-09T22:50:02.633203] [INFO ] [FORECASTER] Completed predict_future for MMS [2025-10-09T22:50:02.633417] [INFO ] [sig ] MMS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:02.812880] [INFO ] [LOCAL ] Saved forecast: MMS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MMS.txt [2025-10-09T22:50:02.813148] [WARN ] [sig ] [1292/2211] Failed MMS after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.6m [2025-10-09T22:50:02.813226] [INFO ] [sig ] [1293/2211] Forecasting MMT... [2025-10-09T22:50:02.813274] [INFO ] [sig ] Generating forecast for: MMT [2025-10-09T22:50:02.813312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMT' from 'https://tdm.silogroup.org/data/derivative_storage/MMT.csv'. [2025-10-09T22:50:02.825095] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MMT'. [2025-10-09T22:50:02.825554] [INFO ] [FORECASTER] Starting predict_future for MMT [2025-10-09T22:50:02.863090] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:02.864246] [DEBUG] [LOCAL ] No optimal features file found for MMT: ./output/feature-sets/MMT.txt [2025-10-09T22:50:02.864323] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:02.864383] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:02.864443] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:02.864509] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:02.889002] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:02.890272] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:02.890406] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:02.890483] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:02.932015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:02.932195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:02.932238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:02.932288] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:02.936477] [DEBUG] [FORECASTER] MMT: Forecast T+1@11:T+2@11: DOWN (p=39.07%) [2025-10-09T22:50:02.936875] [INFO ] [FORECASTER] Completed predict_future for MMT [2025-10-09T22:50:02.937039] [INFO ] [sig ] MMT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:03.080256] [INFO ] [LOCAL ] Saved forecast: MMT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MMT.txt [2025-10-09T22:50:03.080470] [WARN ] [sig ] [1293/2211] Failed MMT after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:03.080549] [INFO ] [sig ] [1294/2211] Forecasting MMU... [2025-10-09T22:50:03.080589] [INFO ] [sig ] Generating forecast for: MMU [2025-10-09T22:50:03.080620] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MMU' from 'https://tdm.silogroup.org/data/derivative_storage/MMU.csv'. [2025-10-09T22:50:03.090721] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MMU'. [2025-10-09T22:50:03.091159] [INFO ] [FORECASTER] Starting predict_future for MMU [2025-10-09T22:50:03.119159] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:03.120031] [DEBUG] [LOCAL ] No optimal features file found for MMU: ./output/feature-sets/MMU.txt [2025-10-09T22:50:03.120090] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:03.120127] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:03.120176] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:03.120277] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:03.138414] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:03.139290] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:03.139381] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:03.139418] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:03.189885] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:03.190019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:03.190060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:03.190090] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:03.193670] [DEBUG] [FORECASTER] MMU: Forecast T+1@11:T+2@11: DOWN (p=17.96%) [2025-10-09T22:50:03.194019] [INFO ] [FORECASTER] Completed predict_future for MMU [2025-10-09T22:50:03.194159] [INFO ] [sig ] MMU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:03.345121] [INFO ] [LOCAL ] Saved forecast: MMU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MMU.txt [2025-10-09T22:50:03.345348] [WARN ] [sig ] [1294/2211] Failed MMU after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:03.345426] [INFO ] [sig ] [1295/2211] Forecasting MNR... [2025-10-09T22:50:03.345466] [INFO ] [sig ] Generating forecast for: MNR [2025-10-09T22:50:03.345535] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MNR' from 'https://tdm.silogroup.org/data/derivative_storage/MNR.csv'. [2025-10-09T22:50:03.354681] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MNR'. [2025-10-09T22:50:03.354983] [INFO ] [FORECASTER] Starting predict_future for MNR [2025-10-09T22:50:03.380219] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:03.380948] [DEBUG] [LOCAL ] No optimal features file found for MNR: ./output/feature-sets/MNR.txt [2025-10-09T22:50:03.381002] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:03.381036] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:03.381063] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:03.381136] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:03.398967] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:03.399527] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:03.399609] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:03.399665] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:03.465331] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:03.465472] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:03.465535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:03.465596] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:03.469210] [DEBUG] [FORECASTER] MNR: Forecast T+1@11:T+2@11: UP (p=87.44%) [2025-10-09T22:50:03.469498] [INFO ] [FORECASTER] Completed predict_future for MNR [2025-10-09T22:50:03.469632] [INFO ] [sig ] MNR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:03.628431] [INFO ] [LOCAL ] Saved forecast: MNR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MNR.txt [2025-10-09T22:50:03.628710] [WARN ] [sig ] [1295/2211] Failed MNR after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:03.628793] [INFO ] [sig ] [1296/2211] Forecasting MNSO... [2025-10-09T22:50:03.628832] [INFO ] [sig ] Generating forecast for: MNSO [2025-10-09T22:50:03.628864] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MNSO' from 'https://tdm.silogroup.org/data/derivative_storage/MNSO.csv'. [2025-10-09T22:50:03.638136] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MNSO'. [2025-10-09T22:50:03.638455] [INFO ] [FORECASTER] Starting predict_future for MNSO [2025-10-09T22:50:03.664004] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:03.664814] [DEBUG] [LOCAL ] No optimal features file found for MNSO: ./output/feature-sets/MNSO.txt [2025-10-09T22:50:03.664869] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:03.664903] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:03.664930] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:03.664986] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:03.683156] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:03.683982] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:03.684089] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:03.684131] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:03.724139] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:03.724273] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:03.724315] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:03.724345] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:03.727867] [DEBUG] [FORECASTER] MNSO: Forecast T+1@11:T+2@11: UP (p=59.61%) [2025-10-09T22:50:03.728154] [INFO ] [FORECASTER] Completed predict_future for MNSO [2025-10-09T22:50:03.728298] [INFO ] [sig ] MNSO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:03.874462] [INFO ] [LOCAL ] Saved forecast: MNSO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MNSO.txt [2025-10-09T22:50:03.874785] [WARN ] [sig ] [1296/2211] Failed MNSO after 0.2s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:03.874880] [INFO ] [sig ] [1297/2211] Forecasting MOD... [2025-10-09T22:50:03.874919] [INFO ] [sig ] Generating forecast for: MOD [2025-10-09T22:50:03.874952] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOD' from 'https://tdm.silogroup.org/data/derivative_storage/MOD.csv'. [2025-10-09T22:50:03.884544] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MOD'. [2025-10-09T22:50:03.884915] [INFO ] [FORECASTER] Starting predict_future for MOD [2025-10-09T22:50:03.912465] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:03.913387] [DEBUG] [LOCAL ] No optimal features file found for MOD: ./output/feature-sets/MOD.txt [2025-10-09T22:50:03.913447] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:03.913482] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:03.913510] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:03.913569] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:03.932543] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:03.933295] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:03.933389] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:03.933425] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:03.980135] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:03.980346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:03.980407] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:03.980476] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:03.984202] [DEBUG] [FORECASTER] MOD: Forecast T+1@11:T+2@11: UP (p=87.44%) [2025-10-09T22:50:03.984558] [INFO ] [FORECASTER] Completed predict_future for MOD [2025-10-09T22:50:03.984744] [INFO ] [sig ] MOD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:04.134347] [INFO ] [LOCAL ] Saved forecast: MOD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MOD.txt [2025-10-09T22:50:04.134607] [WARN ] [sig ] [1297/2211] Failed MOD after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:04.134710] [INFO ] [sig ] [1298/2211] Forecasting MODG... [2025-10-09T22:50:04.134751] [INFO ] [sig ] Generating forecast for: MODG [2025-10-09T22:50:04.134783] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MODG' from 'https://tdm.silogroup.org/data/derivative_storage/MODG.csv'. [2025-10-09T22:50:04.144165] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MODG'. [2025-10-09T22:50:04.144459] [INFO ] [FORECASTER] Starting predict_future for MODG [2025-10-09T22:50:04.170946] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:04.171723] [DEBUG] [LOCAL ] No optimal features file found for MODG: ./output/feature-sets/MODG.txt [2025-10-09T22:50:04.171783] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:04.171819] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:04.171848] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:04.171960] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:04.191746] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:04.192334] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:04.192430] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:04.192486] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:04.247410] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:04.247529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:04.247570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:04.247637] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:04.251205] [DEBUG] [FORECASTER] MODG: Forecast T+1@11:T+2@11: DOWN (p=5.28%) [2025-10-09T22:50:04.251490] [INFO ] [FORECASTER] Completed predict_future for MODG [2025-10-09T22:50:04.251627] [INFO ] [sig ] MODG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:04.401310] [INFO ] [LOCAL ] Saved forecast: MODG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MODG.txt [2025-10-09T22:50:04.401546] [WARN ] [sig ] [1298/2211] Failed MODG after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:04.401623] [INFO ] [sig ] [1299/2211] Forecasting MOH... [2025-10-09T22:50:04.401697] [INFO ] [sig ] Generating forecast for: MOH [2025-10-09T22:50:04.401740] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOH' from 'https://tdm.silogroup.org/data/derivative_storage/MOH.csv'. [2025-10-09T22:50:04.411989] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MOH'. [2025-10-09T22:50:04.412382] [INFO ] [FORECASTER] Starting predict_future for MOH [2025-10-09T22:50:04.439491] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:04.440247] [DEBUG] [LOCAL ] No optimal features file found for MOH: ./output/feature-sets/MOH.txt [2025-10-09T22:50:04.440304] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:04.440338] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:04.440370] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:04.440429] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:04.458670] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:04.459310] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:04.459412] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:04.459453] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:04.501082] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:04.501202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:04.501240] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:04.501271] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:04.504771] [DEBUG] [FORECASTER] MOH: Forecast T+1@11:T+2@11: DOWN (p=40.34%) [2025-10-09T22:50:04.505058] [INFO ] [FORECASTER] Completed predict_future for MOH [2025-10-09T22:50:04.505194] [INFO ] [sig ] MOH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:04.654432] [INFO ] [LOCAL ] Saved forecast: MOH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MOH.txt [2025-10-09T22:50:04.654711] [WARN ] [sig ] [1299/2211] Failed MOH after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:04.654813] [INFO ] [sig ] [1300/2211] Forecasting MOS... [2025-10-09T22:50:04.654869] [INFO ] [sig ] Generating forecast for: MOS [2025-10-09T22:50:04.654904] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOS' from 'https://tdm.silogroup.org/data/derivative_storage/MOS.csv'. [2025-10-09T22:50:04.664676] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MOS'. [2025-10-09T22:50:04.664979] [INFO ] [FORECASTER] Starting predict_future for MOS [2025-10-09T22:50:04.692215] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:04.693042] [DEBUG] [LOCAL ] No optimal features file found for MOS: ./output/feature-sets/MOS.txt [2025-10-09T22:50:04.693099] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:04.693133] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:04.693160] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:04.693218] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:04.712151] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:04.712816] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:04.712901] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:04.712936] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:04.757707] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:04.757807] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:04.757843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:04.757893] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:04.761070] [DEBUG] [FORECASTER] MOS: Forecast T+1@11:T+2@11: UP (p=72.18%) [2025-10-09T22:50:04.761339] [INFO ] [FORECASTER] Completed predict_future for MOS [2025-10-09T22:50:04.761477] [INFO ] [sig ] MOS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:04.909671] [INFO ] [LOCAL ] Saved forecast: MOS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/MOS.txt [2025-10-09T22:50:04.909920] [WARN ] [sig ] [1300/2211] Failed MOS after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:04.909998] [INFO ] [sig ] [1301/2211] Forecasting MOV... [2025-10-09T22:50:04.910037] [INFO ] [sig ] Generating forecast for: MOV [2025-10-09T22:50:04.910069] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MOV' from 'https://tdm.silogroup.org/data/derivative_storage/MOV.csv'. [2025-10-09T22:50:04.919855] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MOV'. [2025-10-09T22:50:04.920273] [INFO ] [FORECASTER] Starting predict_future for MOV [2025-10-09T22:50:04.947430] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:04.948301] [DEBUG] [LOCAL ] No optimal features file found for MOV: ./output/feature-sets/MOV.txt [2025-10-09T22:50:04.948358] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:04.948393] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:04.948422] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:04.948479] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:04.968152] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:04.969140] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:04.969235] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:04.969271] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:05.010174] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:05.010378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:05.010466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:05.010514] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:05.014236] [DEBUG] [FORECASTER] MOV: Forecast T+1@11:T+2@11: DOWN (p=15.25%) [2025-10-09T22:50:05.014521] [INFO ] [FORECASTER] Completed predict_future for MOV [2025-10-09T22:50:05.015197] [INFO ] [sig ] MOV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:05.161031] [INFO ] [LOCAL ] Saved forecast: MOV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MOV.txt [2025-10-09T22:50:05.161255] [WARN ] [sig ] [1301/2211] Failed MOV after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.161335] [INFO ] [sig ] [1302/2211] Forecasting MP... [2025-10-09T22:50:05.161373] [INFO ] [sig ] Generating forecast for: MP [2025-10-09T22:50:05.161404] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MP' from 'https://tdm.silogroup.org/data/derivative_storage/MP.csv'. [2025-10-09T22:50:05.171318] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MP'. [2025-10-09T22:50:05.171815] [INFO ] [FORECASTER] Starting predict_future for MP [2025-10-09T22:50:05.200150] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:05.200978] [DEBUG] [LOCAL ] No optimal features file found for MP: ./output/feature-sets/MP.txt [2025-10-09T22:50:05.201034] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:05.201070] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:05.201100] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:05.201160] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:05.219339] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:05.219945] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:05.220030] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:05.220065] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:05.257034] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:05.257176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:05.257217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:05.257249] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:05.260792] [DEBUG] [FORECASTER] MP: Forecast T+1@11:T+2@11: DOWN (p=17.22%) [2025-10-09T22:50:05.261077] [INFO ] [FORECASTER] Completed predict_future for MP [2025-10-09T22:50:05.261216] [INFO ] [sig ] MP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:05.490355] [INFO ] [LOCAL ] Saved forecast: MP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MP.txt [2025-10-09T22:50:05.490571] [WARN ] [sig ] [1302/2211] Failed MP after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.490670] [INFO ] [sig ] [1303/2211] Forecasting MPA... [2025-10-09T22:50:05.490724] [INFO ] [sig ] Generating forecast for: MPA [2025-10-09T22:50:05.490759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPA' from 'https://tdm.silogroup.org/data/derivative_storage/MPA.csv'. [2025-10-09T22:50:05.501252] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'MPA'. [2025-10-09T22:50:05.501574] [INFO ] [FORECASTER] Starting predict_future for MPA [2025-10-09T22:50:05.529429] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:05.530239] [DEBUG] [LOCAL ] No optimal features file found for MPA: ./output/feature-sets/MPA.txt [2025-10-09T22:50:05.530297] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:05.530332] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:05.530361] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:05.530418] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:05.548379] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:05.548996] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:05.549085] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:05.549123] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:05.585321] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:05.585438] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:05.585478] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:05.585510] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:05.589591] [DEBUG] [FORECASTER] MPA: Forecast T+1@11:T+2@11: DOWN (p=33.19%) [2025-10-09T22:50:05.589985] [INFO ] [FORECASTER] Completed predict_future for MPA [2025-10-09T22:50:05.590139] [INFO ] [sig ] MPA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:05.759200] [INFO ] [LOCAL ] Saved forecast: MPA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/MPA.txt [2025-10-09T22:50:05.759410] [WARN ] [sig ] [1303/2211] Failed MPA after 0.3s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.759486] [INFO ] [sig ] [1304/2211] Forecasting MPC... [2025-10-09T22:50:05.759526] [INFO ] [sig ] Generating forecast for: MPC [2025-10-09T22:50:05.759559] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPC' from 'https://tdm.silogroup.org/data/derivative_storage/MPC.csv'. [2025-10-09T22:50:05.764039] [WARN ] [REMOTE ] Historical data not found for symbol 'MPC' (404). [2025-10-09T22:50:05.764217] [FATAL] [sig ] MPC: No historical data fetched. [2025-10-09T22:50:05.764303] [WARN ] [sig ] [1304/2211] Failed MPC after 0.0s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.764410] [INFO ] [sig ] [1305/2211] Forecasting MPLX... [2025-10-09T22:50:05.764460] [INFO ] [sig ] Generating forecast for: MPLX [2025-10-09T22:50:05.764493] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPLX' from 'https://tdm.silogroup.org/data/derivative_storage/MPLX.csv'. [2025-10-09T22:50:05.767797] [WARN ] [REMOTE ] Historical data not found for symbol 'MPLX' (404). [2025-10-09T22:50:05.767964] [FATAL] [sig ] MPLX: No historical data fetched. [2025-10-09T22:50:05.768044] [WARN ] [sig ] [1305/2211] Failed MPLX after 0.0s | 4.31 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.768112] [INFO ] [sig ] [1306/2211] Forecasting MPV... [2025-10-09T22:50:05.768151] [INFO ] [sig ] Generating forecast for: MPV [2025-10-09T22:50:05.768181] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPV' from 'https://tdm.silogroup.org/data/derivative_storage/MPV.csv'. [2025-10-09T22:50:05.771662] [WARN ] [REMOTE ] Historical data not found for symbol 'MPV' (404). [2025-10-09T22:50:05.771827] [FATAL] [sig ] MPV: No historical data fetched. [2025-10-09T22:50:05.771907] [WARN ] [sig ] [1306/2211] Failed MPV after 0.0s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.771973] [INFO ] [sig ] [1307/2211] Forecasting MPW... [2025-10-09T22:50:05.772011] [INFO ] [sig ] Generating forecast for: MPW [2025-10-09T22:50:05.772041] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPW' from 'https://tdm.silogroup.org/data/derivative_storage/MPW.csv'. [2025-10-09T22:50:05.775251] [WARN ] [REMOTE ] Historical data not found for symbol 'MPW' (404). [2025-10-09T22:50:05.775419] [FATAL] [sig ] MPW: No historical data fetched. [2025-10-09T22:50:05.775497] [WARN ] [sig ] [1307/2211] Failed MPW after 0.0s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.775564] [INFO ] [sig ] [1308/2211] Forecasting MPX... [2025-10-09T22:50:05.775602] [INFO ] [sig ] Generating forecast for: MPX [2025-10-09T22:50:05.775632] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MPX' from 'https://tdm.silogroup.org/data/derivative_storage/MPX.csv'. [2025-10-09T22:50:05.779119] [WARN ] [REMOTE ] Historical data not found for symbol 'MPX' (404). [2025-10-09T22:50:05.779282] [FATAL] [sig ] MPX: No historical data fetched. [2025-10-09T22:50:05.779364] [WARN ] [sig ] [1308/2211] Failed MPX after 0.0s | 4.32 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.779434] [INFO ] [sig ] [1309/2211] Forecasting MQT... [2025-10-09T22:50:05.779472] [INFO ] [sig ] Generating forecast for: MQT [2025-10-09T22:50:05.779501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MQT' from 'https://tdm.silogroup.org/data/derivative_storage/MQT.csv'. [2025-10-09T22:50:05.782822] [WARN ] [REMOTE ] Historical data not found for symbol 'MQT' (404). [2025-10-09T22:50:05.782987] [FATAL] [sig ] MQT: No historical data fetched. [2025-10-09T22:50:05.783066] [WARN ] [sig ] [1309/2211] Failed MQT after 0.0s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.783119] [INFO ] [sig ] [1310/2211] Forecasting MQY... [2025-10-09T22:50:05.783149] [INFO ] [sig ] Generating forecast for: MQY [2025-10-09T22:50:05.783177] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MQY' from 'https://tdm.silogroup.org/data/derivative_storage/MQY.csv'. [2025-10-09T22:50:05.786618] [WARN ] [REMOTE ] Historical data not found for symbol 'MQY' (404). [2025-10-09T22:50:05.786803] [FATAL] [sig ] MQY: No historical data fetched. [2025-10-09T22:50:05.786885] [WARN ] [sig ] [1310/2211] Failed MQY after 0.0s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.786951] [INFO ] [sig ] [1311/2211] Forecasting MRC... [2025-10-09T22:50:05.786989] [INFO ] [sig ] Generating forecast for: MRC [2025-10-09T22:50:05.787018] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MRC' from 'https://tdm.silogroup.org/data/derivative_storage/MRC.csv'. [2025-10-09T22:50:05.790225] [WARN ] [REMOTE ] Historical data not found for symbol 'MRC' (404). [2025-10-09T22:50:05.790389] [FATAL] [sig ] MRC: No historical data fetched. [2025-10-09T22:50:05.790460] [WARN ] [sig ] [1311/2211] Failed MRC after 0.0s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.790519] [INFO ] [sig ] [1312/2211] Forecasting MRK... [2025-10-09T22:50:05.790557] [INFO ] [sig ] Generating forecast for: MRK [2025-10-09T22:50:05.790587] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MRK' from 'https://tdm.silogroup.org/data/derivative_storage/MRK.csv'. [2025-10-09T22:50:05.794014] [WARN ] [REMOTE ] Historical data not found for symbol 'MRK' (404). [2025-10-09T22:50:05.794174] [FATAL] [sig ] MRK: No historical data fetched. [2025-10-09T22:50:05.794255] [WARN ] [sig ] [1312/2211] Failed MRK after 0.0s | 4.33 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.794321] [INFO ] [sig ] [1313/2211] Forecasting MS... [2025-10-09T22:50:05.794396] [INFO ] [sig ] Generating forecast for: MS [2025-10-09T22:50:05.794435] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MS' from 'https://tdm.silogroup.org/data/derivative_storage/MS.csv'. [2025-10-09T22:50:05.797672] [WARN ] [REMOTE ] Historical data not found for symbol 'MS' (404). [2025-10-09T22:50:05.797836] [FATAL] [sig ] MS: No historical data fetched. [2025-10-09T22:50:05.797916] [WARN ] [sig ] [1313/2211] Failed MS after 0.0s | 4.34 sym/s | Total: 5.0m | ETA: 3.5m [2025-10-09T22:50:05.797981] [INFO ] [sig ] [1314/2211] Forecasting MSA... [2025-10-09T22:50:05.798019] [INFO ] [sig ] Generating forecast for: MSA [2025-10-09T22:50:05.798048] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSA' from 'https://tdm.silogroup.org/data/derivative_storage/MSA.csv'. [2025-10-09T22:50:05.801263] [WARN ] [REMOTE ] Historical data not found for symbol 'MSA' (404). [2025-10-09T22:50:05.801427] [FATAL] [sig ] MSA: No historical data fetched. [2025-10-09T22:50:05.801548] [WARN ] [sig ] [1314/2211] Failed MSA after 0.0s | 4.34 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.801612] [INFO ] [sig ] [1315/2211] Forecasting MSB... [2025-10-09T22:50:05.801673] [INFO ] [sig ] Generating forecast for: MSB [2025-10-09T22:50:05.801726] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSB' from 'https://tdm.silogroup.org/data/derivative_storage/MSB.csv'. [2025-10-09T22:50:05.805093] [WARN ] [REMOTE ] Historical data not found for symbol 'MSB' (404). [2025-10-09T22:50:05.805257] [FATAL] [sig ] MSB: No historical data fetched. [2025-10-09T22:50:05.805339] [WARN ] [sig ] [1315/2211] Failed MSB after 0.0s | 4.34 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.805406] [INFO ] [sig ] [1316/2211] Forecasting MSCI... [2025-10-09T22:50:05.805443] [INFO ] [sig ] Generating forecast for: MSCI [2025-10-09T22:50:05.805472] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSCI' from 'https://tdm.silogroup.org/data/derivative_storage/MSCI.csv'. [2025-10-09T22:50:05.808719] [WARN ] [REMOTE ] Historical data not found for symbol 'MSCI' (404). [2025-10-09T22:50:05.808882] [FATAL] [sig ] MSCI: No historical data fetched. [2025-10-09T22:50:05.808961] [WARN ] [sig ] [1316/2211] Failed MSCI after 0.0s | 4.35 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.809026] [INFO ] [sig ] [1317/2211] Forecasting MSD... [2025-10-09T22:50:05.809064] [INFO ] [sig ] Generating forecast for: MSD [2025-10-09T22:50:05.809093] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSD' from 'https://tdm.silogroup.org/data/derivative_storage/MSD.csv'. [2025-10-09T22:50:05.812334] [WARN ] [REMOTE ] Historical data not found for symbol 'MSD' (404). [2025-10-09T22:50:05.812497] [FATAL] [sig ] MSD: No historical data fetched. [2025-10-09T22:50:05.812577] [WARN ] [sig ] [1317/2211] Failed MSD after 0.0s | 4.35 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.812675] [INFO ] [sig ] [1318/2211] Forecasting MSDL... [2025-10-09T22:50:05.812726] [INFO ] [sig ] Generating forecast for: MSDL [2025-10-09T22:50:05.812759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSDL' from 'https://tdm.silogroup.org/data/derivative_storage/MSDL.csv'. [2025-10-09T22:50:05.816340] [WARN ] [REMOTE ] Historical data not found for symbol 'MSDL' (404). [2025-10-09T22:50:05.816508] [FATAL] [sig ] MSDL: No historical data fetched. [2025-10-09T22:50:05.816579] [WARN ] [sig ] [1318/2211] Failed MSDL after 0.0s | 4.35 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.816664] [INFO ] [sig ] [1319/2211] Forecasting MSGE... [2025-10-09T22:50:05.816720] [INFO ] [sig ] Generating forecast for: MSGE [2025-10-09T22:50:05.816751] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSGE' from 'https://tdm.silogroup.org/data/derivative_storage/MSGE.csv'. [2025-10-09T22:50:05.820951] [WARN ] [REMOTE ] Historical data not found for symbol 'MSGE' (404). [2025-10-09T22:50:05.821187] [FATAL] [sig ] MSGE: No historical data fetched. [2025-10-09T22:50:05.821268] [WARN ] [sig ] [1319/2211] Failed MSGE after 0.0s | 4.36 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.821333] [INFO ] [sig ] [1320/2211] Forecasting MSGS... [2025-10-09T22:50:05.821373] [INFO ] [sig ] Generating forecast for: MSGS [2025-10-09T22:50:05.821404] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSGS' from 'https://tdm.silogroup.org/data/derivative_storage/MSGS.csv'. [2025-10-09T22:50:05.826010] [WARN ] [REMOTE ] Historical data not found for symbol 'MSGS' (404). [2025-10-09T22:50:05.826164] [FATAL] [sig ] MSGS: No historical data fetched. [2025-10-09T22:50:05.826224] [WARN ] [sig ] [1320/2211] Failed MSGS after 0.0s | 4.36 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.826261] [INFO ] [sig ] [1321/2211] Forecasting MSI... [2025-10-09T22:50:05.826291] [INFO ] [sig ] Generating forecast for: MSI [2025-10-09T22:50:05.826320] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSI' from 'https://tdm.silogroup.org/data/derivative_storage/MSI.csv'. [2025-10-09T22:50:05.830987] [WARN ] [REMOTE ] Historical data not found for symbol 'MSI' (404). [2025-10-09T22:50:05.831309] [FATAL] [sig ] MSI: No historical data fetched. [2025-10-09T22:50:05.831425] [WARN ] [sig ] [1321/2211] Failed MSI after 0.0s | 4.36 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.831530] [INFO ] [sig ] [1322/2211] Forecasting MSM... [2025-10-09T22:50:05.831604] [INFO ] [sig ] Generating forecast for: MSM [2025-10-09T22:50:05.831707] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MSM' from 'https://tdm.silogroup.org/data/derivative_storage/MSM.csv'. [2025-10-09T22:50:05.836089] [WARN ] [REMOTE ] Historical data not found for symbol 'MSM' (404). [2025-10-09T22:50:05.836288] [FATAL] [sig ] MSM: No historical data fetched. [2025-10-09T22:50:05.836372] [WARN ] [sig ] [1322/2211] Failed MSM after 0.0s | 4.37 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.836440] [INFO ] [sig ] [1323/2211] Forecasting MT... [2025-10-09T22:50:05.836480] [INFO ] [sig ] Generating forecast for: MT [2025-10-09T22:50:05.836511] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MT' from 'https://tdm.silogroup.org/data/derivative_storage/MT.csv'. [2025-10-09T22:50:05.840122] [WARN ] [REMOTE ] Historical data not found for symbol 'MT' (404). [2025-10-09T22:50:05.840291] [FATAL] [sig ] MT: No historical data fetched. [2025-10-09T22:50:05.840372] [WARN ] [sig ] [1323/2211] Failed MT after 0.0s | 4.37 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.840439] [INFO ] [sig ] [1324/2211] Forecasting MTAL... [2025-10-09T22:50:05.840477] [INFO ] [sig ] Generating forecast for: MTAL [2025-10-09T22:50:05.840506] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTAL' from 'https://tdm.silogroup.org/data/derivative_storage/MTAL.csv'. [2025-10-09T22:50:05.843909] [WARN ] [REMOTE ] Historical data not found for symbol 'MTAL' (404). [2025-10-09T22:50:05.844073] [FATAL] [sig ] MTAL: No historical data fetched. [2025-10-09T22:50:05.844145] [WARN ] [sig ] [1324/2211] Failed MTAL after 0.0s | 4.37 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.844206] [INFO ] [sig ] [1325/2211] Forecasting MTB... [2025-10-09T22:50:05.844244] [INFO ] [sig ] Generating forecast for: MTB [2025-10-09T22:50:05.844273] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTB' from 'https://tdm.silogroup.org/data/derivative_storage/MTB.csv'. [2025-10-09T22:50:05.848168] [WARN ] [REMOTE ] Historical data not found for symbol 'MTB' (404). [2025-10-09T22:50:05.848424] [FATAL] [sig ] MTB: No historical data fetched. [2025-10-09T22:50:05.848525] [WARN ] [sig ] [1325/2211] Failed MTB after 0.0s | 4.38 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.848597] [INFO ] [sig ] [1326/2211] Forecasting MTD... [2025-10-09T22:50:05.848639] [INFO ] [sig ] Generating forecast for: MTD [2025-10-09T22:50:05.848725] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTD' from 'https://tdm.silogroup.org/data/derivative_storage/MTD.csv'. [2025-10-09T22:50:05.852305] [WARN ] [REMOTE ] Historical data not found for symbol 'MTD' (404). [2025-10-09T22:50:05.852497] [FATAL] [sig ] MTD: No historical data fetched. [2025-10-09T22:50:05.852580] [WARN ] [sig ] [1326/2211] Failed MTD after 0.0s | 4.38 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.852674] [INFO ] [sig ] [1327/2211] Forecasting MTDR... [2025-10-09T22:50:05.852727] [INFO ] [sig ] Generating forecast for: MTDR [2025-10-09T22:50:05.852761] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTDR' from 'https://tdm.silogroup.org/data/derivative_storage/MTDR.csv'. [2025-10-09T22:50:05.856531] [WARN ] [REMOTE ] Historical data not found for symbol 'MTDR' (404). [2025-10-09T22:50:05.856749] [FATAL] [sig ] MTDR: No historical data fetched. [2025-10-09T22:50:05.856831] [WARN ] [sig ] [1327/2211] Failed MTDR after 0.0s | 4.38 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.856899] [INFO ] [sig ] [1328/2211] Forecasting MTG... [2025-10-09T22:50:05.856938] [INFO ] [sig ] Generating forecast for: MTG [2025-10-09T22:50:05.856969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTG' from 'https://tdm.silogroup.org/data/derivative_storage/MTG.csv'. [2025-10-09T22:50:05.860286] [WARN ] [REMOTE ] Historical data not found for symbol 'MTG' (404). [2025-10-09T22:50:05.860451] [FATAL] [sig ] MTG: No historical data fetched. [2025-10-09T22:50:05.860531] [WARN ] [sig ] [1328/2211] Failed MTG after 0.0s | 4.39 sym/s | Total: 5.0m | ETA: 3.4m [2025-10-09T22:50:05.860599] [INFO ] [sig ] [1329/2211] Forecasting MTH... [2025-10-09T22:50:05.860637] [INFO ] [sig ] Generating forecast for: MTH [2025-10-09T22:50:05.860723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTH' from 'https://tdm.silogroup.org/data/derivative_storage/MTH.csv'. [2025-10-09T22:50:05.864197] [WARN ] [REMOTE ] Historical data not found for symbol 'MTH' (404). [2025-10-09T22:50:05.864427] [FATAL] [sig ] MTH: No historical data fetched. [2025-10-09T22:50:05.864516] [WARN ] [sig ] [1329/2211] Failed MTH after 0.0s | 4.39 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.864586] [INFO ] [sig ] [1330/2211] Forecasting MTN... [2025-10-09T22:50:05.864626] [INFO ] [sig ] Generating forecast for: MTN [2025-10-09T22:50:05.864695] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTN' from 'https://tdm.silogroup.org/data/derivative_storage/MTN.csv'. [2025-10-09T22:50:05.868225] [WARN ] [REMOTE ] Historical data not found for symbol 'MTN' (404). [2025-10-09T22:50:05.868396] [FATAL] [sig ] MTN: No historical data fetched. [2025-10-09T22:50:05.868496] [WARN ] [sig ] [1330/2211] Failed MTN after 0.0s | 4.39 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.868578] [INFO ] [sig ] [1331/2211] Forecasting MTRN... [2025-10-09T22:50:05.868637] [INFO ] [sig ] Generating forecast for: MTRN [2025-10-09T22:50:05.868723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTRN' from 'https://tdm.silogroup.org/data/derivative_storage/MTRN.csv'. [2025-10-09T22:50:05.871921] [WARN ] [REMOTE ] Historical data not found for symbol 'MTRN' (404). [2025-10-09T22:50:05.872091] [FATAL] [sig ] MTRN: No historical data fetched. [2025-10-09T22:50:05.872174] [WARN ] [sig ] [1331/2211] Failed MTRN after 0.0s | 4.40 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.872242] [INFO ] [sig ] [1332/2211] Forecasting MTUS... [2025-10-09T22:50:05.872281] [INFO ] [sig ] Generating forecast for: MTUS [2025-10-09T22:50:05.872311] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTUS' from 'https://tdm.silogroup.org/data/derivative_storage/MTUS.csv'. [2025-10-09T22:50:05.876092] [WARN ] [REMOTE ] Historical data not found for symbol 'MTUS' (404). [2025-10-09T22:50:05.876261] [FATAL] [sig ] MTUS: No historical data fetched. [2025-10-09T22:50:05.876333] [WARN ] [sig ] [1332/2211] Failed MTUS after 0.0s | 4.40 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.876398] [INFO ] [sig ] [1333/2211] Forecasting MTW... [2025-10-09T22:50:05.876440] [INFO ] [sig ] Generating forecast for: MTW [2025-10-09T22:50:05.876470] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTW' from 'https://tdm.silogroup.org/data/derivative_storage/MTW.csv'. [2025-10-09T22:50:05.879920] [WARN ] [REMOTE ] Historical data not found for symbol 'MTW' (404). [2025-10-09T22:50:05.880111] [FATAL] [sig ] MTW: No historical data fetched. [2025-10-09T22:50:05.880194] [WARN ] [sig ] [1333/2211] Failed MTW after 0.0s | 4.40 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.880263] [INFO ] [sig ] [1334/2211] Forecasting MTX... [2025-10-09T22:50:05.880302] [INFO ] [sig ] Generating forecast for: MTX [2025-10-09T22:50:05.880333] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTX' from 'https://tdm.silogroup.org/data/derivative_storage/MTX.csv'. [2025-10-09T22:50:05.883629] [WARN ] [REMOTE ] Historical data not found for symbol 'MTX' (404). [2025-10-09T22:50:05.883812] [FATAL] [sig ] MTX: No historical data fetched. [2025-10-09T22:50:05.883892] [WARN ] [sig ] [1334/2211] Failed MTX after 0.0s | 4.41 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.883959] [INFO ] [sig ] [1335/2211] Forecasting MTZ... [2025-10-09T22:50:05.883997] [INFO ] [sig ] Generating forecast for: MTZ [2025-10-09T22:50:05.884026] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MTZ' from 'https://tdm.silogroup.org/data/derivative_storage/MTZ.csv'. [2025-10-09T22:50:05.887204] [WARN ] [REMOTE ] Historical data not found for symbol 'MTZ' (404). [2025-10-09T22:50:05.887370] [FATAL] [sig ] MTZ: No historical data fetched. [2025-10-09T22:50:05.887441] [WARN ] [sig ] [1335/2211] Failed MTZ after 0.0s | 4.41 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.887502] [INFO ] [sig ] [1336/2211] Forecasting MUA... [2025-10-09T22:50:05.887541] [INFO ] [sig ] Generating forecast for: MUA [2025-10-09T22:50:05.887570] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUA' from 'https://tdm.silogroup.org/data/derivative_storage/MUA.csv'. [2025-10-09T22:50:05.891228] [WARN ] [REMOTE ] Historical data not found for symbol 'MUA' (404). [2025-10-09T22:50:05.891390] [FATAL] [sig ] MUA: No historical data fetched. [2025-10-09T22:50:05.891468] [WARN ] [sig ] [1336/2211] Failed MUA after 0.0s | 4.41 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.891535] [INFO ] [sig ] [1337/2211] Forecasting MUC... [2025-10-09T22:50:05.891573] [INFO ] [sig ] Generating forecast for: MUC [2025-10-09T22:50:05.891603] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUC' from 'https://tdm.silogroup.org/data/derivative_storage/MUC.csv'. [2025-10-09T22:50:05.894840] [WARN ] [REMOTE ] Historical data not found for symbol 'MUC' (404). [2025-10-09T22:50:05.895030] [FATAL] [sig ] MUC: No historical data fetched. [2025-10-09T22:50:05.895111] [WARN ] [sig ] [1337/2211] Failed MUC after 0.0s | 4.42 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.895175] [INFO ] [sig ] [1338/2211] Forecasting MUE... [2025-10-09T22:50:05.895214] [INFO ] [sig ] Generating forecast for: MUE [2025-10-09T22:50:05.895243] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUE' from 'https://tdm.silogroup.org/data/derivative_storage/MUE.csv'. [2025-10-09T22:50:05.898527] [WARN ] [REMOTE ] Historical data not found for symbol 'MUE' (404). [2025-10-09T22:50:05.898715] [FATAL] [sig ] MUE: No historical data fetched. [2025-10-09T22:50:05.898795] [WARN ] [sig ] [1338/2211] Failed MUE after 0.0s | 4.42 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.898864] [INFO ] [sig ] [1339/2211] Forecasting MUFG... [2025-10-09T22:50:05.898903] [INFO ] [sig ] Generating forecast for: MUFG [2025-10-09T22:50:05.898934] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUFG' from 'https://tdm.silogroup.org/data/derivative_storage/MUFG.csv'. [2025-10-09T22:50:05.902145] [WARN ] [REMOTE ] Historical data not found for symbol 'MUFG' (404). [2025-10-09T22:50:05.902312] [FATAL] [sig ] MUFG: No historical data fetched. [2025-10-09T22:50:05.902392] [WARN ] [sig ] [1339/2211] Failed MUFG after 0.0s | 4.42 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.902461] [INFO ] [sig ] [1340/2211] Forecasting MUJ... [2025-10-09T22:50:05.902500] [INFO ] [sig ] Generating forecast for: MUJ [2025-10-09T22:50:05.902530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUJ' from 'https://tdm.silogroup.org/data/derivative_storage/MUJ.csv'. [2025-10-09T22:50:05.905820] [WARN ] [REMOTE ] Historical data not found for symbol 'MUJ' (404). [2025-10-09T22:50:05.905987] [FATAL] [sig ] MUJ: No historical data fetched. [2025-10-09T22:50:05.906068] [WARN ] [sig ] [1340/2211] Failed MUJ after 0.0s | 4.43 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.906136] [INFO ] [sig ] [1341/2211] Forecasting MUR... [2025-10-09T22:50:05.906175] [INFO ] [sig ] Generating forecast for: MUR [2025-10-09T22:50:05.906205] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUR' from 'https://tdm.silogroup.org/data/derivative_storage/MUR.csv'. [2025-10-09T22:50:05.909481] [WARN ] [REMOTE ] Historical data not found for symbol 'MUR' (404). [2025-10-09T22:50:05.909673] [FATAL] [sig ] MUR: No historical data fetched. [2025-10-09T22:50:05.909757] [WARN ] [sig ] [1341/2211] Failed MUR after 0.0s | 4.43 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.909831] [INFO ] [sig ] [1342/2211] Forecasting MUSA... [2025-10-09T22:50:05.909870] [INFO ] [sig ] Generating forecast for: MUSA [2025-10-09T22:50:05.909900] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUSA' from 'https://tdm.silogroup.org/data/derivative_storage/MUSA.csv'. [2025-10-09T22:50:05.913064] [WARN ] [REMOTE ] Historical data not found for symbol 'MUSA' (404). [2025-10-09T22:50:05.913230] [FATAL] [sig ] MUSA: No historical data fetched. [2025-10-09T22:50:05.913311] [WARN ] [sig ] [1342/2211] Failed MUSA after 0.0s | 4.43 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.913381] [INFO ] [sig ] [1343/2211] Forecasting MUX... [2025-10-09T22:50:05.913423] [INFO ] [sig ] Generating forecast for: MUX [2025-10-09T22:50:05.913454] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MUX' from 'https://tdm.silogroup.org/data/derivative_storage/MUX.csv'. [2025-10-09T22:50:05.916733] [WARN ] [REMOTE ] Historical data not found for symbol 'MUX' (404). [2025-10-09T22:50:05.916900] [FATAL] [sig ] MUX: No historical data fetched. [2025-10-09T22:50:05.916980] [WARN ] [sig ] [1343/2211] Failed MUX after 0.0s | 4.44 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.917048] [INFO ] [sig ] [1344/2211] Forecasting MVF... [2025-10-09T22:50:05.917113] [INFO ] [sig ] Generating forecast for: MVF [2025-10-09T22:50:05.917164] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MVF' from 'https://tdm.silogroup.org/data/derivative_storage/MVF.csv'. [2025-10-09T22:50:05.920459] [WARN ] [REMOTE ] Historical data not found for symbol 'MVF' (404). [2025-10-09T22:50:05.920627] [FATAL] [sig ] MVF: No historical data fetched. [2025-10-09T22:50:05.920733] [WARN ] [sig ] [1344/2211] Failed MVF after 0.0s | 4.44 sym/s | Total: 5.0m | ETA: 3.3m [2025-10-09T22:50:05.920800] [INFO ] [sig ] [1345/2211] Forecasting MVO... [2025-10-09T22:50:05.920839] [INFO ] [sig ] Generating forecast for: MVO [2025-10-09T22:50:05.920870] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MVO' from 'https://tdm.silogroup.org/data/derivative_storage/MVO.csv'. [2025-10-09T22:50:05.924345] [WARN ] [REMOTE ] Historical data not found for symbol 'MVO' (404). [2025-10-09T22:50:05.924512] [FATAL] [sig ] MVO: No historical data fetched. [2025-10-09T22:50:05.924593] [WARN ] [sig ] [1345/2211] Failed MVO after 0.0s | 4.44 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.924686] [INFO ] [sig ] [1346/2211] Forecasting MVT... [2025-10-09T22:50:05.924734] [INFO ] [sig ] Generating forecast for: MVT [2025-10-09T22:50:05.924765] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MVT' from 'https://tdm.silogroup.org/data/derivative_storage/MVT.csv'. [2025-10-09T22:50:05.928015] [WARN ] [REMOTE ] Historical data not found for symbol 'MVT' (404). [2025-10-09T22:50:05.928182] [FATAL] [sig ] MVT: No historical data fetched. [2025-10-09T22:50:05.928277] [WARN ] [sig ] [1346/2211] Failed MVT after 0.0s | 4.45 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.928361] [INFO ] [sig ] [1347/2211] Forecasting MWA... [2025-10-09T22:50:05.928434] [INFO ] [sig ] Generating forecast for: MWA [2025-10-09T22:50:05.928507] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MWA' from 'https://tdm.silogroup.org/data/derivative_storage/MWA.csv'. [2025-10-09T22:50:05.932321] [WARN ] [REMOTE ] Historical data not found for symbol 'MWA' (404). [2025-10-09T22:50:05.932487] [FATAL] [sig ] MWA: No historical data fetched. [2025-10-09T22:50:05.932567] [WARN ] [sig ] [1347/2211] Failed MWA after 0.0s | 4.45 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.932634] [INFO ] [sig ] [1348/2211] Forecasting MX... [2025-10-09T22:50:05.932720] [INFO ] [sig ] Generating forecast for: MX [2025-10-09T22:50:05.932755] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MX' from 'https://tdm.silogroup.org/data/derivative_storage/MX.csv'. [2025-10-09T22:50:05.936086] [WARN ] [REMOTE ] Historical data not found for symbol 'MX' (404). [2025-10-09T22:50:05.936292] [FATAL] [sig ] MX: No historical data fetched. [2025-10-09T22:50:05.936372] [WARN ] [sig ] [1348/2211] Failed MX after 0.0s | 4.45 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.936440] [INFO ] [sig ] [1349/2211] Forecasting MXF... [2025-10-09T22:50:05.936478] [INFO ] [sig ] Generating forecast for: MXF [2025-10-09T22:50:05.936509] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MXF' from 'https://tdm.silogroup.org/data/derivative_storage/MXF.csv'. [2025-10-09T22:50:05.939950] [WARN ] [REMOTE ] Historical data not found for symbol 'MXF' (404). [2025-10-09T22:50:05.940120] [FATAL] [sig ] MXF: No historical data fetched. [2025-10-09T22:50:05.940200] [WARN ] [sig ] [1349/2211] Failed MXF after 0.0s | 4.46 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.940268] [INFO ] [sig ] [1350/2211] Forecasting MYD... [2025-10-09T22:50:05.940307] [INFO ] [sig ] Generating forecast for: MYD [2025-10-09T22:50:05.940337] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYD' from 'https://tdm.silogroup.org/data/derivative_storage/MYD.csv'. [2025-10-09T22:50:05.943777] [WARN ] [REMOTE ] Historical data not found for symbol 'MYD' (404). [2025-10-09T22:50:05.943947] [FATAL] [sig ] MYD: No historical data fetched. [2025-10-09T22:50:05.944061] [WARN ] [sig ] [1350/2211] Failed MYD after 0.0s | 4.46 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.944131] [INFO ] [sig ] [1351/2211] Forecasting MYE... [2025-10-09T22:50:05.944171] [INFO ] [sig ] Generating forecast for: MYE [2025-10-09T22:50:05.944201] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYE' from 'https://tdm.silogroup.org/data/derivative_storage/MYE.csv'. [2025-10-09T22:50:05.947952] [WARN ] [REMOTE ] Historical data not found for symbol 'MYE' (404). [2025-10-09T22:50:05.948140] [FATAL] [sig ] MYE: No historical data fetched. [2025-10-09T22:50:05.948223] [WARN ] [sig ] [1351/2211] Failed MYE after 0.0s | 4.46 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.948292] [INFO ] [sig ] [1352/2211] Forecasting MYI... [2025-10-09T22:50:05.948331] [INFO ] [sig ] Generating forecast for: MYI [2025-10-09T22:50:05.948362] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYI' from 'https://tdm.silogroup.org/data/derivative_storage/MYI.csv'. [2025-10-09T22:50:05.951756] [WARN ] [REMOTE ] Historical data not found for symbol 'MYI' (404). [2025-10-09T22:50:05.951922] [FATAL] [sig ] MYI: No historical data fetched. [2025-10-09T22:50:05.952005] [WARN ] [sig ] [1352/2211] Failed MYI after 0.0s | 4.46 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.952072] [INFO ] [sig ] [1353/2211] Forecasting MYN... [2025-10-09T22:50:05.952110] [INFO ] [sig ] Generating forecast for: MYN [2025-10-09T22:50:05.952140] [DEBUG] [REMOTE ] Fetching historical data for symbol 'MYN' from 'https://tdm.silogroup.org/data/derivative_storage/MYN.csv'. [2025-10-09T22:50:05.955390] [WARN ] [REMOTE ] Historical data not found for symbol 'MYN' (404). [2025-10-09T22:50:05.955558] [FATAL] [sig ] MYN: No historical data fetched. [2025-10-09T22:50:05.955637] [WARN ] [sig ] [1353/2211] Failed MYN after 0.0s | 4.47 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.955730] [INFO ] [sig ] [1354/2211] Forecasting NABL... [2025-10-09T22:50:05.955768] [INFO ] [sig ] Generating forecast for: NABL [2025-10-09T22:50:05.955797] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NABL' from 'https://tdm.silogroup.org/data/derivative_storage/NABL.csv'. [2025-10-09T22:50:05.959186] [WARN ] [REMOTE ] Historical data not found for symbol 'NABL' (404). [2025-10-09T22:50:05.959419] [FATAL] [sig ] NABL: No historical data fetched. [2025-10-09T22:50:05.959529] [WARN ] [sig ] [1354/2211] Failed NABL after 0.0s | 4.47 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.959607] [INFO ] [sig ] [1355/2211] Forecasting NAC... [2025-10-09T22:50:05.959675] [INFO ] [sig ] Generating forecast for: NAC [2025-10-09T22:50:05.959726] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAC' from 'https://tdm.silogroup.org/data/derivative_storage/NAC.csv'. [2025-10-09T22:50:05.963020] [WARN ] [REMOTE ] Historical data not found for symbol 'NAC' (404). [2025-10-09T22:50:05.963186] [FATAL] [sig ] NAC: No historical data fetched. [2025-10-09T22:50:05.963266] [WARN ] [sig ] [1355/2211] Failed NAC after 0.0s | 4.47 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.963334] [INFO ] [sig ] [1356/2211] Forecasting NAD... [2025-10-09T22:50:05.963375] [INFO ] [sig ] Generating forecast for: NAD [2025-10-09T22:50:05.963407] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAD' from 'https://tdm.silogroup.org/data/derivative_storage/NAD.csv'. [2025-10-09T22:50:05.967588] [WARN ] [REMOTE ] Historical data not found for symbol 'NAD' (404). [2025-10-09T22:50:05.967876] [FATAL] [sig ] NAD: No historical data fetched. [2025-10-09T22:50:05.967965] [WARN ] [sig ] [1356/2211] Failed NAD after 0.0s | 4.48 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.968034] [INFO ] [sig ] [1357/2211] Forecasting NAN... [2025-10-09T22:50:05.968075] [INFO ] [sig ] Generating forecast for: NAN [2025-10-09T22:50:05.968121] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAN' from 'https://tdm.silogroup.org/data/derivative_storage/NAN.csv'. [2025-10-09T22:50:05.972059] [WARN ] [REMOTE ] Historical data not found for symbol 'NAN' (404). [2025-10-09T22:50:05.972224] [FATAL] [sig ] NAN: No historical data fetched. [2025-10-09T22:50:05.972307] [WARN ] [sig ] [1357/2211] Failed NAN after 0.0s | 4.48 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.972372] [INFO ] [sig ] [1358/2211] Forecasting NAT... [2025-10-09T22:50:05.972412] [INFO ] [sig ] Generating forecast for: NAT [2025-10-09T22:50:05.972441] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAT' from 'https://tdm.silogroup.org/data/derivative_storage/NAT.csv'. [2025-10-09T22:50:05.975851] [WARN ] [REMOTE ] Historical data not found for symbol 'NAT' (404). [2025-10-09T22:50:05.976017] [FATAL] [sig ] NAT: No historical data fetched. [2025-10-09T22:50:05.976099] [WARN ] [sig ] [1358/2211] Failed NAT after 0.0s | 4.48 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.976166] [INFO ] [sig ] [1359/2211] Forecasting NATL... [2025-10-09T22:50:05.976205] [INFO ] [sig ] Generating forecast for: NATL [2025-10-09T22:50:05.976234] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NATL' from 'https://tdm.silogroup.org/data/derivative_storage/NATL.csv'. [2025-10-09T22:50:05.979630] [WARN ] [REMOTE ] Historical data not found for symbol 'NATL' (404). [2025-10-09T22:50:05.979812] [FATAL] [sig ] NATL: No historical data fetched. [2025-10-09T22:50:05.979891] [WARN ] [sig ] [1359/2211] Failed NATL after 0.0s | 4.49 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.979958] [INFO ] [sig ] [1360/2211] Forecasting NAZ... [2025-10-09T22:50:05.979996] [INFO ] [sig ] Generating forecast for: NAZ [2025-10-09T22:50:05.980025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NAZ' from 'https://tdm.silogroup.org/data/derivative_storage/NAZ.csv'. [2025-10-09T22:50:05.985347] [WARN ] [REMOTE ] Historical data not found for symbol 'NAZ' (404). [2025-10-09T22:50:05.985517] [FATAL] [sig ] NAZ: No historical data fetched. [2025-10-09T22:50:05.985596] [WARN ] [sig ] [1360/2211] Failed NAZ after 0.0s | 4.49 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.985700] [INFO ] [sig ] [1361/2211] Forecasting NBB... [2025-10-09T22:50:05.985746] [INFO ] [sig ] Generating forecast for: NBB [2025-10-09T22:50:05.985777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBB' from 'https://tdm.silogroup.org/data/derivative_storage/NBB.csv'. [2025-10-09T22:50:05.989054] [WARN ] [REMOTE ] Historical data not found for symbol 'NBB' (404). [2025-10-09T22:50:05.989219] [FATAL] [sig ] NBB: No historical data fetched. [2025-10-09T22:50:05.989301] [WARN ] [sig ] [1361/2211] Failed NBB after 0.0s | 4.49 sym/s | Total: 5.0m | ETA: 3.2m [2025-10-09T22:50:05.989368] [INFO ] [sig ] [1362/2211] Forecasting NBHC... [2025-10-09T22:50:05.989406] [INFO ] [sig ] Generating forecast for: NBHC [2025-10-09T22:50:05.989436] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBHC' from 'https://tdm.silogroup.org/data/derivative_storage/NBHC.csv'. [2025-10-09T22:50:05.992872] [WARN ] [REMOTE ] Historical data not found for symbol 'NBHC' (404). [2025-10-09T22:50:05.993039] [FATAL] [sig ] NBHC: No historical data fetched. [2025-10-09T22:50:05.993119] [WARN ] [sig ] [1362/2211] Failed NBHC after 0.0s | 4.50 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:05.993186] [INFO ] [sig ] [1363/2211] Forecasting NBR... [2025-10-09T22:50:05.993225] [INFO ] [sig ] Generating forecast for: NBR [2025-10-09T22:50:05.993255] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBR' from 'https://tdm.silogroup.org/data/derivative_storage/NBR.csv'. [2025-10-09T22:50:05.996431] [WARN ] [REMOTE ] Historical data not found for symbol 'NBR' (404). [2025-10-09T22:50:05.996595] [FATAL] [sig ] NBR: No historical data fetched. [2025-10-09T22:50:05.996709] [WARN ] [sig ] [1363/2211] Failed NBR after 0.0s | 4.50 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:05.996776] [INFO ] [sig ] [1364/2211] Forecasting NBXG... [2025-10-09T22:50:05.996814] [INFO ] [sig ] Generating forecast for: NBXG [2025-10-09T22:50:05.996844] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NBXG' from 'https://tdm.silogroup.org/data/derivative_storage/NBXG.csv'. [2025-10-09T22:50:06.000072] [WARN ] [REMOTE ] Historical data not found for symbol 'NBXG' (404). [2025-10-09T22:50:06.000238] [FATAL] [sig ] NBXG: No historical data fetched. [2025-10-09T22:50:06.000317] [WARN ] [sig ] [1364/2211] Failed NBXG after 0.0s | 4.50 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.000384] [INFO ] [sig ] [1365/2211] Forecasting NC... [2025-10-09T22:50:06.000421] [INFO ] [sig ] Generating forecast for: NC [2025-10-09T22:50:06.000451] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NC' from 'https://tdm.silogroup.org/data/derivative_storage/NC.csv'. [2025-10-09T22:50:06.003742] [WARN ] [REMOTE ] Historical data not found for symbol 'NC' (404). [2025-10-09T22:50:06.003906] [FATAL] [sig ] NC: No historical data fetched. [2025-10-09T22:50:06.003984] [WARN ] [sig ] [1365/2211] Failed NC after 0.0s | 4.51 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.004049] [INFO ] [sig ] [1366/2211] Forecasting NCA... [2025-10-09T22:50:06.004088] [INFO ] [sig ] Generating forecast for: NCA [2025-10-09T22:50:06.004118] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCA' from 'https://tdm.silogroup.org/data/derivative_storage/NCA.csv'. [2025-10-09T22:50:06.007331] [WARN ] [REMOTE ] Historical data not found for symbol 'NCA' (404). [2025-10-09T22:50:06.007495] [FATAL] [sig ] NCA: No historical data fetched. [2025-10-09T22:50:06.007575] [WARN ] [sig ] [1366/2211] Failed NCA after 0.0s | 4.51 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.007687] [INFO ] [sig ] [1367/2211] Forecasting NCDL... [2025-10-09T22:50:06.007733] [INFO ] [sig ] Generating forecast for: NCDL [2025-10-09T22:50:06.007764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCDL' from 'https://tdm.silogroup.org/data/derivative_storage/NCDL.csv'. [2025-10-09T22:50:06.010905] [WARN ] [REMOTE ] Historical data not found for symbol 'NCDL' (404). [2025-10-09T22:50:06.011070] [FATAL] [sig ] NCDL: No historical data fetched. [2025-10-09T22:50:06.011151] [WARN ] [sig ] [1367/2211] Failed NCDL after 0.0s | 4.51 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.011218] [INFO ] [sig ] [1368/2211] Forecasting NCLH... [2025-10-09T22:50:06.011256] [INFO ] [sig ] Generating forecast for: NCLH [2025-10-09T22:50:06.011285] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCLH' from 'https://tdm.silogroup.org/data/derivative_storage/NCLH.csv'. [2025-10-09T22:50:06.014457] [WARN ] [REMOTE ] Historical data not found for symbol 'NCLH' (404). [2025-10-09T22:50:06.014620] [FATAL] [sig ] NCLH: No historical data fetched. [2025-10-09T22:50:06.014721] [WARN ] [sig ] [1368/2211] Failed NCLH after 0.0s | 4.52 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.014789] [INFO ] [sig ] [1369/2211] Forecasting NCV... [2025-10-09T22:50:06.014826] [INFO ] [sig ] Generating forecast for: NCV [2025-10-09T22:50:06.014855] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCV' from 'https://tdm.silogroup.org/data/derivative_storage/NCV.csv'. [2025-10-09T22:50:06.018018] [WARN ] [REMOTE ] Historical data not found for symbol 'NCV' (404). [2025-10-09T22:50:06.018181] [FATAL] [sig ] NCV: No historical data fetched. [2025-10-09T22:50:06.018263] [WARN ] [sig ] [1369/2211] Failed NCV after 0.0s | 4.52 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.018330] [INFO ] [sig ] [1370/2211] Forecasting NCZ... [2025-10-09T22:50:06.018368] [INFO ] [sig ] Generating forecast for: NCZ [2025-10-09T22:50:06.018397] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NCZ' from 'https://tdm.silogroup.org/data/derivative_storage/NCZ.csv'. [2025-10-09T22:50:06.021538] [WARN ] [REMOTE ] Historical data not found for symbol 'NCZ' (404). [2025-10-09T22:50:06.021723] [FATAL] [sig ] NCZ: No historical data fetched. [2025-10-09T22:50:06.021802] [WARN ] [sig ] [1370/2211] Failed NCZ after 0.0s | 4.52 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.021867] [INFO ] [sig ] [1371/2211] Forecasting NDMO... [2025-10-09T22:50:06.021905] [INFO ] [sig ] Generating forecast for: NDMO [2025-10-09T22:50:06.021934] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NDMO' from 'https://tdm.silogroup.org/data/derivative_storage/NDMO.csv'. [2025-10-09T22:50:06.025133] [WARN ] [REMOTE ] Historical data not found for symbol 'NDMO' (404). [2025-10-09T22:50:06.025297] [FATAL] [sig ] NDMO: No historical data fetched. [2025-10-09T22:50:06.025379] [WARN ] [sig ] [1371/2211] Failed NDMO after 0.0s | 4.53 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.025450] [INFO ] [sig ] [1372/2211] Forecasting NE... [2025-10-09T22:50:06.025489] [INFO ] [sig ] Generating forecast for: NE [2025-10-09T22:50:06.025518] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NE' from 'https://tdm.silogroup.org/data/derivative_storage/NE.csv'. [2025-10-09T22:50:06.029454] [WARN ] [REMOTE ] Historical data not found for symbol 'NE' (404). [2025-10-09T22:50:06.029616] [FATAL] [sig ] NE: No historical data fetched. [2025-10-09T22:50:06.029718] [WARN ] [sig ] [1372/2211] Failed NE after 0.0s | 4.53 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.029785] [INFO ] [sig ] [1373/2211] Forecasting NEA... [2025-10-09T22:50:06.029823] [INFO ] [sig ] Generating forecast for: NEA [2025-10-09T22:50:06.029853] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEA' from 'https://tdm.silogroup.org/data/derivative_storage/NEA.csv'. [2025-10-09T22:50:06.033052] [WARN ] [REMOTE ] Historical data not found for symbol 'NEA' (404). [2025-10-09T22:50:06.033215] [FATAL] [sig ] NEA: No historical data fetched. [2025-10-09T22:50:06.033296] [WARN ] [sig ] [1373/2211] Failed NEA after 0.0s | 4.53 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.033363] [INFO ] [sig ] [1374/2211] Forecasting NEE... [2025-10-09T22:50:06.033401] [INFO ] [sig ] Generating forecast for: NEE [2025-10-09T22:50:06.033429] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEE' from 'https://tdm.silogroup.org/data/derivative_storage/NEE.csv'. [2025-10-09T22:50:06.036584] [WARN ] [REMOTE ] Historical data not found for symbol 'NEE' (404). [2025-10-09T22:50:06.036771] [FATAL] [sig ] NEE: No historical data fetched. [2025-10-09T22:50:06.036853] [WARN ] [sig ] [1374/2211] Failed NEE after 0.0s | 4.54 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.036920] [INFO ] [sig ] [1375/2211] Forecasting NEM... [2025-10-09T22:50:06.036958] [INFO ] [sig ] Generating forecast for: NEM [2025-10-09T22:50:06.036986] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEM' from 'https://tdm.silogroup.org/data/derivative_storage/NEM.csv'. [2025-10-09T22:50:06.040138] [WARN ] [REMOTE ] Historical data not found for symbol 'NEM' (404). [2025-10-09T22:50:06.040301] [FATAL] [sig ] NEM: No historical data fetched. [2025-10-09T22:50:06.040381] [WARN ] [sig ] [1375/2211] Failed NEM after 0.0s | 4.54 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.040448] [INFO ] [sig ] [1376/2211] Forecasting NET... [2025-10-09T22:50:06.040486] [INFO ] [sig ] Generating forecast for: NET [2025-10-09T22:50:06.040515] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NET' from 'https://tdm.silogroup.org/data/derivative_storage/NET.csv'. [2025-10-09T22:50:06.043743] [WARN ] [REMOTE ] Historical data not found for symbol 'NET' (404). [2025-10-09T22:50:06.043906] [FATAL] [sig ] NET: No historical data fetched. [2025-10-09T22:50:06.043985] [WARN ] [sig ] [1376/2211] Failed NET after 0.0s | 4.54 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.044058] [INFO ] [sig ] [1377/2211] Forecasting NEU... [2025-10-09T22:50:06.044097] [INFO ] [sig ] Generating forecast for: NEU [2025-10-09T22:50:06.044125] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEU' from 'https://tdm.silogroup.org/data/derivative_storage/NEU.csv'. [2025-10-09T22:50:06.047258] [WARN ] [REMOTE ] Historical data not found for symbol 'NEU' (404). [2025-10-09T22:50:06.047420] [FATAL] [sig ] NEU: No historical data fetched. [2025-10-09T22:50:06.047500] [WARN ] [sig ] [1377/2211] Failed NEU after 0.0s | 4.55 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.047567] [INFO ] [sig ] [1378/2211] Forecasting NEUE... [2025-10-09T22:50:06.047630] [INFO ] [sig ] Generating forecast for: NEUE [2025-10-09T22:50:06.047707] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEUE' from 'https://tdm.silogroup.org/data/derivative_storage/NEUE.csv'. [2025-10-09T22:50:06.050872] [WARN ] [REMOTE ] Historical data not found for symbol 'NEUE' (404). [2025-10-09T22:50:06.051036] [FATAL] [sig ] NEUE: No historical data fetched. [2025-10-09T22:50:06.051116] [WARN ] [sig ] [1378/2211] Failed NEUE after 0.0s | 4.55 sym/s | Total: 5.0m | ETA: 3.1m [2025-10-09T22:50:06.051182] [INFO ] [sig ] [1379/2211] Forecasting NEXA... [2025-10-09T22:50:06.051220] [INFO ] [sig ] Generating forecast for: NEXA [2025-10-09T22:50:06.051249] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NEXA' from 'https://tdm.silogroup.org/data/derivative_storage/NEXA.csv'. [2025-10-09T22:50:06.054400] [WARN ] [REMOTE ] Historical data not found for symbol 'NEXA' (404). [2025-10-09T22:50:06.054562] [FATAL] [sig ] NEXA: No historical data fetched. [2025-10-09T22:50:06.054666] [WARN ] [sig ] [1379/2211] Failed NEXA after 0.0s | 4.55 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.054736] [INFO ] [sig ] [1380/2211] Forecasting NFG... [2025-10-09T22:50:06.054774] [INFO ] [sig ] Generating forecast for: NFG [2025-10-09T22:50:06.054803] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NFG' from 'https://tdm.silogroup.org/data/derivative_storage/NFG.csv'. [2025-10-09T22:50:06.057951] [WARN ] [REMOTE ] Historical data not found for symbol 'NFG' (404). [2025-10-09T22:50:06.058116] [FATAL] [sig ] NFG: No historical data fetched. [2025-10-09T22:50:06.058196] [WARN ] [sig ] [1380/2211] Failed NFG after 0.0s | 4.56 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.058263] [INFO ] [sig ] [1381/2211] Forecasting NFJ... [2025-10-09T22:50:06.058301] [INFO ] [sig ] Generating forecast for: NFJ [2025-10-09T22:50:06.058329] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NFJ' from 'https://tdm.silogroup.org/data/derivative_storage/NFJ.csv'. [2025-10-09T22:50:06.061489] [WARN ] [REMOTE ] Historical data not found for symbol 'NFJ' (404). [2025-10-09T22:50:06.061677] [FATAL] [sig ] NFJ: No historical data fetched. [2025-10-09T22:50:06.061758] [WARN ] [sig ] [1381/2211] Failed NFJ after 0.0s | 4.56 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.061825] [INFO ] [sig ] [1382/2211] Forecasting NGG... [2025-10-09T22:50:06.061864] [INFO ] [sig ] Generating forecast for: NGG [2025-10-09T22:50:06.061893] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGG' from 'https://tdm.silogroup.org/data/derivative_storage/NGG.csv'. [2025-10-09T22:50:06.065010] [WARN ] [REMOTE ] Historical data not found for symbol 'NGG' (404). [2025-10-09T22:50:06.065173] [FATAL] [sig ] NGG: No historical data fetched. [2025-10-09T22:50:06.065252] [WARN ] [sig ] [1382/2211] Failed NGG after 0.0s | 4.56 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.065317] [INFO ] [sig ] [1383/2211] Forecasting NGL... [2025-10-09T22:50:06.065355] [INFO ] [sig ] Generating forecast for: NGL [2025-10-09T22:50:06.065387] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGL' from 'https://tdm.silogroup.org/data/derivative_storage/NGL.csv'. [2025-10-09T22:50:06.069306] [WARN ] [REMOTE ] Historical data not found for symbol 'NGL' (404). [2025-10-09T22:50:06.069477] [FATAL] [sig ] NGL: No historical data fetched. [2025-10-09T22:50:06.069558] [WARN ] [sig ] [1383/2211] Failed NGL after 0.0s | 4.57 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.069626] [INFO ] [sig ] [1384/2211] Forecasting NGS... [2025-10-09T22:50:06.069704] [INFO ] [sig ] Generating forecast for: NGS [2025-10-09T22:50:06.069745] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGS' from 'https://tdm.silogroup.org/data/derivative_storage/NGS.csv'. [2025-10-09T22:50:06.072953] [WARN ] [REMOTE ] Historical data not found for symbol 'NGS' (404). [2025-10-09T22:50:06.073116] [FATAL] [sig ] NGS: No historical data fetched. [2025-10-09T22:50:06.073197] [WARN ] [sig ] [1384/2211] Failed NGS after 0.0s | 4.57 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.073264] [INFO ] [sig ] [1385/2211] Forecasting NGVC... [2025-10-09T22:50:06.073302] [INFO ] [sig ] Generating forecast for: NGVC [2025-10-09T22:50:06.073332] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGVC' from 'https://tdm.silogroup.org/data/derivative_storage/NGVC.csv'. [2025-10-09T22:50:06.076538] [WARN ] [REMOTE ] Historical data not found for symbol 'NGVC' (404). [2025-10-09T22:50:06.076728] [FATAL] [sig ] NGVC: No historical data fetched. [2025-10-09T22:50:06.076806] [WARN ] [sig ] [1385/2211] Failed NGVC after 0.0s | 4.57 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.076873] [INFO ] [sig ] [1386/2211] Forecasting NGVT... [2025-10-09T22:50:06.076911] [INFO ] [sig ] Generating forecast for: NGVT [2025-10-09T22:50:06.076941] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NGVT' from 'https://tdm.silogroup.org/data/derivative_storage/NGVT.csv'. [2025-10-09T22:50:06.080089] [WARN ] [REMOTE ] Historical data not found for symbol 'NGVT' (404). [2025-10-09T22:50:06.080252] [FATAL] [sig ] NGVT: No historical data fetched. [2025-10-09T22:50:06.080333] [WARN ] [sig ] [1386/2211] Failed NGVT after 0.0s | 4.58 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.080399] [INFO ] [sig ] [1387/2211] Forecasting NHI... [2025-10-09T22:50:06.080437] [INFO ] [sig ] Generating forecast for: NHI [2025-10-09T22:50:06.080467] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NHI' from 'https://tdm.silogroup.org/data/derivative_storage/NHI.csv'. [2025-10-09T22:50:06.083678] [WARN ] [REMOTE ] Historical data not found for symbol 'NHI' (404). [2025-10-09T22:50:06.083842] [FATAL] [sig ] NHI: No historical data fetched. [2025-10-09T22:50:06.083921] [WARN ] [sig ] [1387/2211] Failed NHI after 0.0s | 4.58 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.083985] [INFO ] [sig ] [1388/2211] Forecasting NI... [2025-10-09T22:50:06.084023] [INFO ] [sig ] Generating forecast for: NI [2025-10-09T22:50:06.084052] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NI' from 'https://tdm.silogroup.org/data/derivative_storage/NI.csv'. [2025-10-09T22:50:06.087216] [WARN ] [REMOTE ] Historical data not found for symbol 'NI' (404). [2025-10-09T22:50:06.087380] [FATAL] [sig ] NI: No historical data fetched. [2025-10-09T22:50:06.087463] [WARN ] [sig ] [1388/2211] Failed NI after 0.0s | 4.58 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.087531] [INFO ] [sig ] [1389/2211] Forecasting NIC... [2025-10-09T22:50:06.087569] [INFO ] [sig ] Generating forecast for: NIC [2025-10-09T22:50:06.087661] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIC' from 'https://tdm.silogroup.org/data/derivative_storage/NIC.csv'. [2025-10-09T22:50:06.090817] [WARN ] [REMOTE ] Historical data not found for symbol 'NIC' (404). [2025-10-09T22:50:06.090979] [FATAL] [sig ] NIC: No historical data fetched. [2025-10-09T22:50:06.091058] [WARN ] [sig ] [1389/2211] Failed NIC after 0.0s | 4.58 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.091131] [INFO ] [sig ] [1390/2211] Forecasting NIE... [2025-10-09T22:50:06.091171] [INFO ] [sig ] Generating forecast for: NIE [2025-10-09T22:50:06.091201] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIE' from 'https://tdm.silogroup.org/data/derivative_storage/NIE.csv'. [2025-10-09T22:50:06.094331] [WARN ] [REMOTE ] Historical data not found for symbol 'NIE' (404). [2025-10-09T22:50:06.094496] [FATAL] [sig ] NIE: No historical data fetched. [2025-10-09T22:50:06.094577] [WARN ] [sig ] [1390/2211] Failed NIE after 0.0s | 4.59 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.094669] [INFO ] [sig ] [1391/2211] Forecasting NIM... [2025-10-09T22:50:06.094724] [INFO ] [sig ] Generating forecast for: NIM [2025-10-09T22:50:06.094756] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIM' from 'https://tdm.silogroup.org/data/derivative_storage/NIM.csv'. [2025-10-09T22:50:06.097912] [WARN ] [REMOTE ] Historical data not found for symbol 'NIM' (404). [2025-10-09T22:50:06.098076] [FATAL] [sig ] NIM: No historical data fetched. [2025-10-09T22:50:06.098156] [WARN ] [sig ] [1391/2211] Failed NIM after 0.0s | 4.59 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.098223] [INFO ] [sig ] [1392/2211] Forecasting NINE... [2025-10-09T22:50:06.098260] [INFO ] [sig ] Generating forecast for: NINE [2025-10-09T22:50:06.098289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NINE' from 'https://tdm.silogroup.org/data/derivative_storage/NINE.csv'. [2025-10-09T22:50:06.101440] [WARN ] [REMOTE ] Historical data not found for symbol 'NINE' (404). [2025-10-09T22:50:06.101603] [FATAL] [sig ] NINE: No historical data fetched. [2025-10-09T22:50:06.101713] [WARN ] [sig ] [1392/2211] Failed NINE after 0.0s | 4.59 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.101781] [INFO ] [sig ] [1393/2211] Forecasting NIO... [2025-10-09T22:50:06.101819] [INFO ] [sig ] Generating forecast for: NIO [2025-10-09T22:50:06.101848] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NIO' from 'https://tdm.silogroup.org/data/derivative_storage/NIO.csv'. [2025-10-09T22:50:06.105007] [WARN ] [REMOTE ] Historical data not found for symbol 'NIO' (404). [2025-10-09T22:50:06.105171] [FATAL] [sig ] NIO: No historical data fetched. [2025-10-09T22:50:06.105251] [WARN ] [sig ] [1393/2211] Failed NIO after 0.0s | 4.60 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.105317] [INFO ] [sig ] [1394/2211] Forecasting NJR... [2025-10-09T22:50:06.105355] [INFO ] [sig ] Generating forecast for: NJR [2025-10-09T22:50:06.105388] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NJR' from 'https://tdm.silogroup.org/data/derivative_storage/NJR.csv'. [2025-10-09T22:50:06.109251] [WARN ] [REMOTE ] Historical data not found for symbol 'NJR' (404). [2025-10-09T22:50:06.109416] [FATAL] [sig ] NJR: No historical data fetched. [2025-10-09T22:50:06.109497] [WARN ] [sig ] [1394/2211] Failed NJR after 0.0s | 4.60 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.109564] [INFO ] [sig ] [1395/2211] Forecasting NKX... [2025-10-09T22:50:06.109601] [INFO ] [sig ] Generating forecast for: NKX [2025-10-09T22:50:06.109631] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NKX' from 'https://tdm.silogroup.org/data/derivative_storage/NKX.csv'. [2025-10-09T22:50:06.112812] [WARN ] [REMOTE ] Historical data not found for symbol 'NKX' (404). [2025-10-09T22:50:06.112974] [FATAL] [sig ] NKX: No historical data fetched. [2025-10-09T22:50:06.113053] [WARN ] [sig ] [1395/2211] Failed NKX after 0.0s | 4.60 sym/s | Total: 5.0m | ETA: 3.0m [2025-10-09T22:50:06.113118] [INFO ] [sig ] [1396/2211] Forecasting NLOP... [2025-10-09T22:50:06.113156] [INFO ] [sig ] Generating forecast for: NLOP [2025-10-09T22:50:06.113187] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NLOP' from 'https://tdm.silogroup.org/data/derivative_storage/NLOP.csv'. [2025-10-09T22:50:06.116364] [WARN ] [REMOTE ] Historical data not found for symbol 'NLOP' (404). [2025-10-09T22:50:06.116535] [FATAL] [sig ] NLOP: No historical data fetched. [2025-10-09T22:50:06.116615] [WARN ] [sig ] [1396/2211] Failed NLOP after 0.0s | 4.61 sym/s | Total: 5.0m | ETA: 2.9m [2025-10-09T22:50:06.116705] [INFO ] [sig ] [1397/2211] Forecasting NLY... [2025-10-09T22:50:06.116745] [INFO ] [sig ] Generating forecast for: NLY [2025-10-09T22:50:06.116776] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NLY' from 'https://tdm.silogroup.org/data/derivative_storage/NLY.csv'. [2025-10-09T22:50:06.119932] [WARN ] [REMOTE ] Historical data not found for symbol 'NLY' (404). [2025-10-09T22:50:06.120095] [FATAL] [sig ] NLY: No historical data fetched. [2025-10-09T22:50:06.120175] [WARN ] [sig ] [1397/2211] Failed NLY after 0.0s | 4.61 sym/s | Total: 5.0m | ETA: 2.9m [2025-10-09T22:50:06.120242] [INFO ] [sig ] [1398/2211] Forecasting NMAI... [2025-10-09T22:50:06.120280] [INFO ] [sig ] Generating forecast for: NMAI [2025-10-09T22:50:06.120309] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMAI' from 'https://tdm.silogroup.org/data/derivative_storage/NMAI.csv'. [2025-10-09T22:50:06.123428] [WARN ] [REMOTE ] Historical data not found for symbol 'NMAI' (404). [2025-10-09T22:50:06.123591] [FATAL] [sig ] NMAI: No historical data fetched. [2025-10-09T22:50:06.123701] [WARN ] [sig ] [1398/2211] Failed NMAI after 0.0s | 4.61 sym/s | Total: 5.0m | ETA: 2.9m [2025-10-09T22:50:06.123769] [INFO ] [sig ] [1399/2211] Forecasting NMCO... [2025-10-09T22:50:06.123806] [INFO ] [sig ] Generating forecast for: NMCO [2025-10-09T22:50:06.123836] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMCO' from 'https://tdm.silogroup.org/data/derivative_storage/NMCO.csv'. [2025-10-09T22:50:06.126953] [WARN ] [REMOTE ] Historical data not found for symbol 'NMCO' (404). [2025-10-09T22:50:06.127116] [FATAL] [sig ] NMCO: No historical data fetched. [2025-10-09T22:50:06.127197] [WARN ] [sig ] [1399/2211] Failed NMCO after 0.0s | 4.62 sym/s | Total: 5.0m | ETA: 2.9m [2025-10-09T22:50:06.127266] [INFO ] [sig ] [1400/2211] Forecasting NMG... [2025-10-09T22:50:06.127310] [INFO ] [sig ] Generating forecast for: NMG [2025-10-09T22:50:06.127341] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMG' from 'https://tdm.silogroup.org/data/derivative_storage/NMG.csv'. [2025-10-09T22:50:06.130529] [WARN ] [REMOTE ] Historical data not found for symbol 'NMG' (404). [2025-10-09T22:50:06.130714] [FATAL] [sig ] NMG: No historical data fetched. [2025-10-09T22:50:06.130792] [WARN ] [sig ] [1400/2211] Failed NMG after 0.0s | 4.62 sym/s | Total: 5.0m | ETA: 2.9m [2025-10-09T22:50:06.130859] [INFO ] [sig ] [1401/2211] Forecasting NMI... [2025-10-09T22:50:06.130897] [INFO ] [sig ] Generating forecast for: NMI [2025-10-09T22:50:06.130926] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMI' from 'https://tdm.silogroup.org/data/derivative_storage/NMI.csv'. [2025-10-09T22:50:06.134059] [WARN ] [REMOTE ] Historical data not found for symbol 'NMI' (404). [2025-10-09T22:50:06.134221] [FATAL] [sig ] NMI: No historical data fetched. [2025-10-09T22:50:06.134301] [WARN ] [sig ] [1401/2211] Failed NMI after 0.0s | 4.62 sym/s | Total: 5.0m | ETA: 2.9m [2025-10-09T22:50:06.134368] [INFO ] [sig ] [1402/2211] Forecasting NMM... [2025-10-09T22:50:06.134406] [INFO ] [sig ] Generating forecast for: NMM [2025-10-09T22:50:06.134436] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMM' from 'https://tdm.silogroup.org/data/derivative_storage/NMM.csv'. [2025-10-09T22:50:06.137572] [WARN ] [REMOTE ] Historical data not found for symbol 'NMM' (404). [2025-10-09T22:50:06.137772] [FATAL] [sig ] NMM: No historical data fetched. [2025-10-09T22:50:06.137852] [WARN ] [sig ] [1402/2211] Failed NMM after 0.0s | 4.63 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.137920] [INFO ] [sig ] [1403/2211] Forecasting NMR... [2025-10-09T22:50:06.137966] [INFO ] [sig ] Generating forecast for: NMR [2025-10-09T22:50:06.137997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMR' from 'https://tdm.silogroup.org/data/derivative_storage/NMR.csv'. [2025-10-09T22:50:06.141121] [WARN ] [REMOTE ] Historical data not found for symbol 'NMR' (404). [2025-10-09T22:50:06.141285] [FATAL] [sig ] NMR: No historical data fetched. [2025-10-09T22:50:06.141365] [WARN ] [sig ] [1403/2211] Failed NMR after 0.0s | 4.63 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.141436] [INFO ] [sig ] [1404/2211] Forecasting NMS... [2025-10-09T22:50:06.141474] [INFO ] [sig ] Generating forecast for: NMS [2025-10-09T22:50:06.141503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMS' from 'https://tdm.silogroup.org/data/derivative_storage/NMS.csv'. [2025-10-09T22:50:06.144718] [WARN ] [REMOTE ] Historical data not found for symbol 'NMS' (404). [2025-10-09T22:50:06.144891] [FATAL] [sig ] NMS: No historical data fetched. [2025-10-09T22:50:06.144971] [WARN ] [sig ] [1404/2211] Failed NMS after 0.0s | 4.63 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.145037] [INFO ] [sig ] [1405/2211] Forecasting NMT... [2025-10-09T22:50:06.145075] [INFO ] [sig ] Generating forecast for: NMT [2025-10-09T22:50:06.145105] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMT' from 'https://tdm.silogroup.org/data/derivative_storage/NMT.csv'. [2025-10-09T22:50:06.149034] [WARN ] [REMOTE ] Historical data not found for symbol 'NMT' (404). [2025-10-09T22:50:06.149198] [FATAL] [sig ] NMT: No historical data fetched. [2025-10-09T22:50:06.149278] [WARN ] [sig ] [1405/2211] Failed NMT after 0.0s | 4.64 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.149345] [INFO ] [sig ] [1406/2211] Forecasting NMZ... [2025-10-09T22:50:06.149383] [INFO ] [sig ] Generating forecast for: NMZ [2025-10-09T22:50:06.149412] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NMZ' from 'https://tdm.silogroup.org/data/derivative_storage/NMZ.csv'. [2025-10-09T22:50:06.152557] [WARN ] [REMOTE ] Historical data not found for symbol 'NMZ' (404). [2025-10-09T22:50:06.152746] [FATAL] [sig ] NMZ: No historical data fetched. [2025-10-09T22:50:06.152824] [WARN ] [sig ] [1406/2211] Failed NMZ after 0.0s | 4.64 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.152889] [INFO ] [sig ] [1407/2211] Forecasting NNI... [2025-10-09T22:50:06.152927] [INFO ] [sig ] Generating forecast for: NNI [2025-10-09T22:50:06.152956] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NNI' from 'https://tdm.silogroup.org/data/derivative_storage/NNI.csv'. [2025-10-09T22:50:06.156166] [WARN ] [REMOTE ] Historical data not found for symbol 'NNI' (404). [2025-10-09T22:50:06.156329] [FATAL] [sig ] NNI: No historical data fetched. [2025-10-09T22:50:06.156414] [WARN ] [sig ] [1407/2211] Failed NNI after 0.0s | 4.64 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.156480] [INFO ] [sig ] [1408/2211] Forecasting NNN... [2025-10-09T22:50:06.156519] [INFO ] [sig ] Generating forecast for: NNN [2025-10-09T22:50:06.156548] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NNN' from 'https://tdm.silogroup.org/data/derivative_storage/NNN.csv'. [2025-10-09T22:50:06.159796] [WARN ] [REMOTE ] Historical data not found for symbol 'NNN' (404). [2025-10-09T22:50:06.159960] [FATAL] [sig ] NNN: No historical data fetched. [2025-10-09T22:50:06.160039] [WARN ] [sig ] [1408/2211] Failed NNN after 0.0s | 4.65 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.160105] [INFO ] [sig ] [1409/2211] Forecasting NNY... [2025-10-09T22:50:06.160143] [INFO ] [sig ] Generating forecast for: NNY [2025-10-09T22:50:06.160172] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NNY' from 'https://tdm.silogroup.org/data/derivative_storage/NNY.csv'. [2025-10-09T22:50:06.163306] [WARN ] [REMOTE ] Historical data not found for symbol 'NNY' (404). [2025-10-09T22:50:06.163483] [FATAL] [sig ] NNY: No historical data fetched. [2025-10-09T22:50:06.163563] [WARN ] [sig ] [1409/2211] Failed NNY after 0.0s | 4.65 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.163631] [INFO ] [sig ] [1410/2211] Forecasting NOA... [2025-10-09T22:50:06.163709] [INFO ] [sig ] Generating forecast for: NOA [2025-10-09T22:50:06.163746] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOA' from 'https://tdm.silogroup.org/data/derivative_storage/NOA.csv'. [2025-10-09T22:50:06.166911] [WARN ] [REMOTE ] Historical data not found for symbol 'NOA' (404). [2025-10-09T22:50:06.167076] [FATAL] [sig ] NOA: No historical data fetched. [2025-10-09T22:50:06.167156] [WARN ] [sig ] [1410/2211] Failed NOA after 0.0s | 4.65 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.167222] [INFO ] [sig ] [1411/2211] Forecasting NOAH... [2025-10-09T22:50:06.167260] [INFO ] [sig ] Generating forecast for: NOAH [2025-10-09T22:50:06.167288] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOAH' from 'https://tdm.silogroup.org/data/derivative_storage/NOAH.csv'. [2025-10-09T22:50:06.170540] [WARN ] [REMOTE ] Historical data not found for symbol 'NOAH' (404). [2025-10-09T22:50:06.170728] [FATAL] [sig ] NOAH: No historical data fetched. [2025-10-09T22:50:06.170807] [WARN ] [sig ] [1411/2211] Failed NOAH after 0.0s | 4.66 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.170873] [INFO ] [sig ] [1412/2211] Forecasting NOC... [2025-10-09T22:50:06.170911] [INFO ] [sig ] Generating forecast for: NOC [2025-10-09T22:50:06.170941] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOC' from 'https://tdm.silogroup.org/data/derivative_storage/NOC.csv'. [2025-10-09T22:50:06.174098] [WARN ] [REMOTE ] Historical data not found for symbol 'NOC' (404). [2025-10-09T22:50:06.174261] [FATAL] [sig ] NOC: No historical data fetched. [2025-10-09T22:50:06.174342] [WARN ] [sig ] [1412/2211] Failed NOC after 0.0s | 4.66 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.174409] [INFO ] [sig ] [1413/2211] Forecasting NOG... [2025-10-09T22:50:06.174447] [INFO ] [sig ] Generating forecast for: NOG [2025-10-09T22:50:06.174475] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOG' from 'https://tdm.silogroup.org/data/derivative_storage/NOG.csv'. [2025-10-09T22:50:06.177752] [WARN ] [REMOTE ] Historical data not found for symbol 'NOG' (404). [2025-10-09T22:50:06.177917] [FATAL] [sig ] NOG: No historical data fetched. [2025-10-09T22:50:06.177995] [WARN ] [sig ] [1413/2211] Failed NOG after 0.0s | 4.66 sym/s | Total: 5.1m | ETA: 2.9m [2025-10-09T22:50:06.178060] [INFO ] [sig ] [1414/2211] Forecasting NOK... [2025-10-09T22:50:06.178098] [INFO ] [sig ] Generating forecast for: NOK [2025-10-09T22:50:06.178126] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOK' from 'https://tdm.silogroup.org/data/derivative_storage/NOK.csv'. [2025-10-09T22:50:06.181307] [WARN ] [REMOTE ] Historical data not found for symbol 'NOK' (404). [2025-10-09T22:50:06.181474] [FATAL] [sig ] NOK: No historical data fetched. [2025-10-09T22:50:06.181554] [WARN ] [sig ] [1414/2211] Failed NOK after 0.0s | 4.67 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.181621] [INFO ] [sig ] [1415/2211] Forecasting NOMD... [2025-10-09T22:50:06.181695] [INFO ] [sig ] Generating forecast for: NOMD [2025-10-09T22:50:06.181736] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOMD' from 'https://tdm.silogroup.org/data/derivative_storage/NOMD.csv'. [2025-10-09T22:50:06.184865] [WARN ] [REMOTE ] Historical data not found for symbol 'NOMD' (404). [2025-10-09T22:50:06.185028] [FATAL] [sig ] NOMD: No historical data fetched. [2025-10-09T22:50:06.185108] [WARN ] [sig ] [1415/2211] Failed NOMD after 0.0s | 4.67 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.185161] [INFO ] [sig ] [1416/2211] Forecasting NOTE... [2025-10-09T22:50:06.185191] [INFO ] [sig ] Generating forecast for: NOTE [2025-10-09T22:50:06.185227] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOTE' from 'https://tdm.silogroup.org/data/derivative_storage/NOTE.csv'. [2025-10-09T22:50:06.189279] [WARN ] [REMOTE ] Historical data not found for symbol 'NOTE' (404). [2025-10-09T22:50:06.189447] [FATAL] [sig ] NOTE: No historical data fetched. [2025-10-09T22:50:06.189530] [WARN ] [sig ] [1416/2211] Failed NOTE after 0.0s | 4.67 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.189597] [INFO ] [sig ] [1417/2211] Forecasting NOV... [2025-10-09T22:50:06.189634] [INFO ] [sig ] Generating forecast for: NOV [2025-10-09T22:50:06.189706] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOV' from 'https://tdm.silogroup.org/data/derivative_storage/NOV.csv'. [2025-10-09T22:50:06.192874] [WARN ] [REMOTE ] Historical data not found for symbol 'NOV' (404). [2025-10-09T22:50:06.193037] [FATAL] [sig ] NOV: No historical data fetched. [2025-10-09T22:50:06.193116] [WARN ] [sig ] [1417/2211] Failed NOV after 0.0s | 4.68 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.193190] [INFO ] [sig ] [1418/2211] Forecasting NOW... [2025-10-09T22:50:06.193229] [INFO ] [sig ] Generating forecast for: NOW [2025-10-09T22:50:06.193259] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NOW' from 'https://tdm.silogroup.org/data/derivative_storage/NOW.csv'. [2025-10-09T22:50:06.196435] [WARN ] [REMOTE ] Historical data not found for symbol 'NOW' (404). [2025-10-09T22:50:06.196599] [FATAL] [sig ] NOW: No historical data fetched. [2025-10-09T22:50:06.196702] [WARN ] [sig ] [1418/2211] Failed NOW after 0.0s | 4.68 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.196770] [INFO ] [sig ] [1419/2211] Forecasting NPCT... [2025-10-09T22:50:06.196808] [INFO ] [sig ] Generating forecast for: NPCT [2025-10-09T22:50:06.196836] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPCT' from 'https://tdm.silogroup.org/data/derivative_storage/NPCT.csv'. [2025-10-09T22:50:06.200030] [WARN ] [REMOTE ] Historical data not found for symbol 'NPCT' (404). [2025-10-09T22:50:06.200203] [FATAL] [sig ] NPCT: No historical data fetched. [2025-10-09T22:50:06.200285] [WARN ] [sig ] [1419/2211] Failed NPCT after 0.0s | 4.68 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.200352] [INFO ] [sig ] [1420/2211] Forecasting NPFD... [2025-10-09T22:50:06.200394] [INFO ] [sig ] Generating forecast for: NPFD [2025-10-09T22:50:06.200424] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPFD' from 'https://tdm.silogroup.org/data/derivative_storage/NPFD.csv'. [2025-10-09T22:50:06.203684] [WARN ] [REMOTE ] Historical data not found for symbol 'NPFD' (404). [2025-10-09T22:50:06.203868] [FATAL] [sig ] NPFD: No historical data fetched. [2025-10-09T22:50:06.203950] [WARN ] [sig ] [1420/2211] Failed NPFD after 0.0s | 4.69 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.204016] [INFO ] [sig ] [1421/2211] Forecasting NPK... [2025-10-09T22:50:06.204054] [INFO ] [sig ] Generating forecast for: NPK [2025-10-09T22:50:06.204085] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPK' from 'https://tdm.silogroup.org/data/derivative_storage/NPK.csv'. [2025-10-09T22:50:06.207308] [WARN ] [REMOTE ] Historical data not found for symbol 'NPK' (404). [2025-10-09T22:50:06.207477] [FATAL] [sig ] NPK: No historical data fetched. [2025-10-09T22:50:06.207557] [WARN ] [sig ] [1421/2211] Failed NPK after 0.0s | 4.69 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.207665] [INFO ] [sig ] [1422/2211] Forecasting NPO... [2025-10-09T22:50:06.207721] [INFO ] [sig ] Generating forecast for: NPO [2025-10-09T22:50:06.207754] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPO' from 'https://tdm.silogroup.org/data/derivative_storage/NPO.csv'. [2025-10-09T22:50:06.211064] [WARN ] [REMOTE ] Historical data not found for symbol 'NPO' (404). [2025-10-09T22:50:06.211237] [FATAL] [sig ] NPO: No historical data fetched. [2025-10-09T22:50:06.211336] [WARN ] [sig ] [1422/2211] Failed NPO after 0.0s | 4.69 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.211409] [INFO ] [sig ] [1423/2211] Forecasting NPV... [2025-10-09T22:50:06.211447] [INFO ] [sig ] Generating forecast for: NPV [2025-10-09T22:50:06.211477] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPV' from 'https://tdm.silogroup.org/data/derivative_storage/NPV.csv'. [2025-10-09T22:50:06.214690] [WARN ] [REMOTE ] Historical data not found for symbol 'NPV' (404). [2025-10-09T22:50:06.214853] [FATAL] [sig ] NPV: No historical data fetched. [2025-10-09T22:50:06.214934] [WARN ] [sig ] [1423/2211] Failed NPV after 0.0s | 4.70 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.215000] [INFO ] [sig ] [1424/2211] Forecasting NPWR... [2025-10-09T22:50:06.215038] [INFO ] [sig ] Generating forecast for: NPWR [2025-10-09T22:50:06.215067] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NPWR' from 'https://tdm.silogroup.org/data/derivative_storage/NPWR.csv'. [2025-10-09T22:50:06.218268] [WARN ] [REMOTE ] Historical data not found for symbol 'NPWR' (404). [2025-10-09T22:50:06.218431] [FATAL] [sig ] NPWR: No historical data fetched. [2025-10-09T22:50:06.218512] [WARN ] [sig ] [1424/2211] Failed NPWR after 0.0s | 4.70 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.218579] [INFO ] [sig ] [1425/2211] Forecasting NQP... [2025-10-09T22:50:06.218617] [INFO ] [sig ] Generating forecast for: NQP [2025-10-09T22:50:06.218673] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NQP' from 'https://tdm.silogroup.org/data/derivative_storage/NQP.csv'. [2025-10-09T22:50:06.221832] [WARN ] [REMOTE ] Historical data not found for symbol 'NQP' (404). [2025-10-09T22:50:06.222005] [FATAL] [sig ] NQP: No historical data fetched. [2025-10-09T22:50:06.222086] [WARN ] [sig ] [1425/2211] Failed NQP after 0.0s | 4.70 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.222154] [INFO ] [sig ] [1426/2211] Forecasting NRDY... [2025-10-09T22:50:06.222192] [INFO ] [sig ] Generating forecast for: NRDY [2025-10-09T22:50:06.222221] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRDY' from 'https://tdm.silogroup.org/data/derivative_storage/NRDY.csv'. [2025-10-09T22:50:06.225384] [WARN ] [REMOTE ] Historical data not found for symbol 'NRDY' (404). [2025-10-09T22:50:06.225548] [FATAL] [sig ] NRDY: No historical data fetched. [2025-10-09T22:50:06.225629] [WARN ] [sig ] [1426/2211] Failed NRDY after 0.0s | 4.70 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.225718] [INFO ] [sig ] [1427/2211] Forecasting NREF... [2025-10-09T22:50:06.225756] [INFO ] [sig ] Generating forecast for: NREF [2025-10-09T22:50:06.225790] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NREF' from 'https://tdm.silogroup.org/data/derivative_storage/NREF.csv'. [2025-10-09T22:50:06.229791] [WARN ] [REMOTE ] Historical data not found for symbol 'NREF' (404). [2025-10-09T22:50:06.229965] [FATAL] [sig ] NREF: No historical data fetched. [2025-10-09T22:50:06.230045] [WARN ] [sig ] [1427/2211] Failed NREF after 0.0s | 4.71 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.230113] [INFO ] [sig ] [1428/2211] Forecasting NRG... [2025-10-09T22:50:06.230151] [INFO ] [sig ] Generating forecast for: NRG [2025-10-09T22:50:06.230181] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRG' from 'https://tdm.silogroup.org/data/derivative_storage/NRG.csv'. [2025-10-09T22:50:06.233420] [WARN ] [REMOTE ] Historical data not found for symbol 'NRG' (404). [2025-10-09T22:50:06.233589] [FATAL] [sig ] NRG: No historical data fetched. [2025-10-09T22:50:06.233693] [WARN ] [sig ] [1428/2211] Failed NRG after 0.0s | 4.71 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.233762] [INFO ] [sig ] [1429/2211] Forecasting NRGV... [2025-10-09T22:50:06.233799] [INFO ] [sig ] Generating forecast for: NRGV [2025-10-09T22:50:06.233844] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRGV' from 'https://tdm.silogroup.org/data/derivative_storage/NRGV.csv'. [2025-10-09T22:50:06.237010] [WARN ] [REMOTE ] Historical data not found for symbol 'NRGV' (404). [2025-10-09T22:50:06.237179] [FATAL] [sig ] NRGV: No historical data fetched. [2025-10-09T22:50:06.237260] [WARN ] [sig ] [1429/2211] Failed NRGV after 0.0s | 4.71 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.237327] [INFO ] [sig ] [1430/2211] Forecasting NRK... [2025-10-09T22:50:06.237366] [INFO ] [sig ] Generating forecast for: NRK [2025-10-09T22:50:06.237399] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRK' from 'https://tdm.silogroup.org/data/derivative_storage/NRK.csv'. [2025-10-09T22:50:06.240711] [WARN ] [REMOTE ] Historical data not found for symbol 'NRK' (404). [2025-10-09T22:50:06.240884] [FATAL] [sig ] NRK: No historical data fetched. [2025-10-09T22:50:06.240970] [WARN ] [sig ] [1430/2211] Failed NRK after 0.0s | 4.72 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.241036] [INFO ] [sig ] [1431/2211] Forecasting NRP... [2025-10-09T22:50:06.241074] [INFO ] [sig ] Generating forecast for: NRP [2025-10-09T22:50:06.241102] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRP' from 'https://tdm.silogroup.org/data/derivative_storage/NRP.csv'. [2025-10-09T22:50:06.244264] [WARN ] [REMOTE ] Historical data not found for symbol 'NRP' (404). [2025-10-09T22:50:06.244432] [FATAL] [sig ] NRP: No historical data fetched. [2025-10-09T22:50:06.244513] [WARN ] [sig ] [1431/2211] Failed NRP after 0.0s | 4.72 sym/s | Total: 5.1m | ETA: 2.8m [2025-10-09T22:50:06.244579] [INFO ] [sig ] [1432/2211] Forecasting NRT... [2025-10-09T22:50:06.244617] [INFO ] [sig ] Generating forecast for: NRT [2025-10-09T22:50:06.244679] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRT' from 'https://tdm.silogroup.org/data/derivative_storage/NRT.csv'. [2025-10-09T22:50:06.247895] [WARN ] [REMOTE ] Historical data not found for symbol 'NRT' (404). [2025-10-09T22:50:06.248059] [FATAL] [sig ] NRT: No historical data fetched. [2025-10-09T22:50:06.248139] [WARN ] [sig ] [1432/2211] Failed NRT after 0.0s | 4.72 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.248206] [INFO ] [sig ] [1433/2211] Forecasting NRUC... [2025-10-09T22:50:06.248244] [INFO ] [sig ] Generating forecast for: NRUC [2025-10-09T22:50:06.248274] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NRUC' from 'https://tdm.silogroup.org/data/derivative_storage/NRUC.csv'. [2025-10-09T22:50:06.251492] [WARN ] [REMOTE ] Historical data not found for symbol 'NRUC' (404). [2025-10-09T22:50:06.251685] [FATAL] [sig ] NRUC: No historical data fetched. [2025-10-09T22:50:06.251766] [WARN ] [sig ] [1433/2211] Failed NRUC after 0.0s | 4.73 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.251833] [INFO ] [sig ] [1434/2211] Forecasting NSA... [2025-10-09T22:50:06.251870] [INFO ] [sig ] Generating forecast for: NSA [2025-10-09T22:50:06.251900] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NSA' from 'https://tdm.silogroup.org/data/derivative_storage/NSA.csv'. [2025-10-09T22:50:06.255040] [WARN ] [REMOTE ] Historical data not found for symbol 'NSA' (404). [2025-10-09T22:50:06.255202] [FATAL] [sig ] NSA: No historical data fetched. [2025-10-09T22:50:06.255283] [WARN ] [sig ] [1434/2211] Failed NSA after 0.0s | 4.73 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.255350] [INFO ] [sig ] [1435/2211] Forecasting NSC... [2025-10-09T22:50:06.255387] [INFO ] [sig ] Generating forecast for: NSC [2025-10-09T22:50:06.255417] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NSC' from 'https://tdm.silogroup.org/data/derivative_storage/NSC.csv'. [2025-10-09T22:50:06.258567] [WARN ] [REMOTE ] Historical data not found for symbol 'NSC' (404). [2025-10-09T22:50:06.258751] [FATAL] [sig ] NSC: No historical data fetched. [2025-10-09T22:50:06.258843] [WARN ] [sig ] [1435/2211] Failed NSC after 0.0s | 4.73 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.258910] [INFO ] [sig ] [1436/2211] Forecasting NSP... [2025-10-09T22:50:06.258948] [INFO ] [sig ] Generating forecast for: NSP [2025-10-09T22:50:06.258976] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NSP' from 'https://tdm.silogroup.org/data/derivative_storage/NSP.csv'. [2025-10-09T22:50:06.262089] [WARN ] [REMOTE ] Historical data not found for symbol 'NSP' (404). [2025-10-09T22:50:06.262251] [FATAL] [sig ] NSP: No historical data fetched. [2025-10-09T22:50:06.262331] [WARN ] [sig ] [1436/2211] Failed NSP after 0.0s | 4.74 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.262400] [INFO ] [sig ] [1437/2211] Forecasting NTB... [2025-10-09T22:50:06.262441] [INFO ] [sig ] Generating forecast for: NTB [2025-10-09T22:50:06.262471] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NTB' from 'https://tdm.silogroup.org/data/derivative_storage/NTB.csv'. [2025-10-09T22:50:06.265609] [WARN ] [REMOTE ] Historical data not found for symbol 'NTB' (404). [2025-10-09T22:50:06.265793] [FATAL] [sig ] NTB: No historical data fetched. [2025-10-09T22:50:06.265872] [WARN ] [sig ] [1437/2211] Failed NTB after 0.0s | 4.74 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.265937] [INFO ] [sig ] [1438/2211] Forecasting NTR... [2025-10-09T22:50:06.265975] [INFO ] [sig ] Generating forecast for: NTR [2025-10-09T22:50:06.266005] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NTR' from 'https://tdm.silogroup.org/data/derivative_storage/NTR.csv'. [2025-10-09T22:50:06.269767] [WARN ] [REMOTE ] Historical data not found for symbol 'NTR' (404). [2025-10-09T22:50:06.269930] [FATAL] [sig ] NTR: No historical data fetched. [2025-10-09T22:50:06.270009] [WARN ] [sig ] [1438/2211] Failed NTR after 0.0s | 4.74 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.270077] [INFO ] [sig ] [1439/2211] Forecasting NTST... [2025-10-09T22:50:06.270115] [INFO ] [sig ] Generating forecast for: NTST [2025-10-09T22:50:06.270146] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NTST' from 'https://tdm.silogroup.org/data/derivative_storage/NTST.csv'. [2025-10-09T22:50:06.273455] [WARN ] [REMOTE ] Historical data not found for symbol 'NTST' (404). [2025-10-09T22:50:06.273619] [FATAL] [sig ] NTST: No historical data fetched. [2025-10-09T22:50:06.273719] [WARN ] [sig ] [1439/2211] Failed NTST after 0.0s | 4.75 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.273786] [INFO ] [sig ] [1440/2211] Forecasting NU... [2025-10-09T22:50:06.273823] [INFO ] [sig ] Generating forecast for: NU [2025-10-09T22:50:06.273852] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NU' from 'https://tdm.silogroup.org/data/derivative_storage/NU.csv'. [2025-10-09T22:50:06.276994] [WARN ] [REMOTE ] Historical data not found for symbol 'NU' (404). [2025-10-09T22:50:06.277156] [FATAL] [sig ] NU: No historical data fetched. [2025-10-09T22:50:06.277236] [WARN ] [sig ] [1440/2211] Failed NU after 0.0s | 4.75 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.277302] [INFO ] [sig ] [1441/2211] Forecasting NUS... [2025-10-09T22:50:06.277340] [INFO ] [sig ] Generating forecast for: NUS [2025-10-09T22:50:06.277372] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUS' from 'https://tdm.silogroup.org/data/derivative_storage/NUS.csv'. [2025-10-09T22:50:06.280587] [WARN ] [REMOTE ] Historical data not found for symbol 'NUS' (404). [2025-10-09T22:50:06.280774] [FATAL] [sig ] NUS: No historical data fetched. [2025-10-09T22:50:06.280853] [WARN ] [sig ] [1441/2211] Failed NUS after 0.0s | 4.75 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.280918] [INFO ] [sig ] [1442/2211] Forecasting NUV... [2025-10-09T22:50:06.280956] [INFO ] [sig ] Generating forecast for: NUV [2025-10-09T22:50:06.280984] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUV' from 'https://tdm.silogroup.org/data/derivative_storage/NUV.csv'. [2025-10-09T22:50:06.284147] [WARN ] [REMOTE ] Historical data not found for symbol 'NUV' (404). [2025-10-09T22:50:06.284309] [FATAL] [sig ] NUV: No historical data fetched. [2025-10-09T22:50:06.284389] [WARN ] [sig ] [1442/2211] Failed NUV after 0.0s | 4.76 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.284460] [INFO ] [sig ] [1443/2211] Forecasting NUVB... [2025-10-09T22:50:06.284498] [INFO ] [sig ] Generating forecast for: NUVB [2025-10-09T22:50:06.284527] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUVB' from 'https://tdm.silogroup.org/data/derivative_storage/NUVB.csv'. [2025-10-09T22:50:06.287735] [WARN ] [REMOTE ] Historical data not found for symbol 'NUVB' (404). [2025-10-09T22:50:06.287898] [FATAL] [sig ] NUVB: No historical data fetched. [2025-10-09T22:50:06.287977] [WARN ] [sig ] [1443/2211] Failed NUVB after 0.0s | 4.76 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.288042] [INFO ] [sig ] [1444/2211] Forecasting NUW... [2025-10-09T22:50:06.288080] [INFO ] [sig ] Generating forecast for: NUW [2025-10-09T22:50:06.288109] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NUW' from 'https://tdm.silogroup.org/data/derivative_storage/NUW.csv'. [2025-10-09T22:50:06.291278] [WARN ] [REMOTE ] Historical data not found for symbol 'NUW' (404). [2025-10-09T22:50:06.291444] [FATAL] [sig ] NUW: No historical data fetched. [2025-10-09T22:50:06.291523] [WARN ] [sig ] [1444/2211] Failed NUW after 0.0s | 4.76 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.291588] [INFO ] [sig ] [1445/2211] Forecasting NVG... [2025-10-09T22:50:06.291626] [INFO ] [sig ] Generating forecast for: NVG [2025-10-09T22:50:06.291700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVG' from 'https://tdm.silogroup.org/data/derivative_storage/NVG.csv'. [2025-10-09T22:50:06.294822] [WARN ] [REMOTE ] Historical data not found for symbol 'NVG' (404). [2025-10-09T22:50:06.294984] [FATAL] [sig ] NVG: No historical data fetched. [2025-10-09T22:50:06.295062] [WARN ] [sig ] [1445/2211] Failed NVG after 0.0s | 4.77 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.295127] [INFO ] [sig ] [1446/2211] Forecasting NVGS... [2025-10-09T22:50:06.295165] [INFO ] [sig ] Generating forecast for: NVGS [2025-10-09T22:50:06.295193] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVGS' from 'https://tdm.silogroup.org/data/derivative_storage/NVGS.csv'. [2025-10-09T22:50:06.298355] [WARN ] [REMOTE ] Historical data not found for symbol 'NVGS' (404). [2025-10-09T22:50:06.298522] [FATAL] [sig ] NVGS: No historical data fetched. [2025-10-09T22:50:06.298601] [WARN ] [sig ] [1446/2211] Failed NVGS after 0.0s | 4.77 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.298693] [INFO ] [sig ] [1447/2211] Forecasting NVO... [2025-10-09T22:50:06.298737] [INFO ] [sig ] Generating forecast for: NVO [2025-10-09T22:50:06.298767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVO' from 'https://tdm.silogroup.org/data/derivative_storage/NVO.csv'. [2025-10-09T22:50:06.301910] [WARN ] [REMOTE ] Historical data not found for symbol 'NVO' (404). [2025-10-09T22:50:06.302072] [FATAL] [sig ] NVO: No historical data fetched. [2025-10-09T22:50:06.302152] [WARN ] [sig ] [1447/2211] Failed NVO after 0.0s | 4.77 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.302219] [INFO ] [sig ] [1448/2211] Forecasting NVR... [2025-10-09T22:50:06.302257] [INFO ] [sig ] Generating forecast for: NVR [2025-10-09T22:50:06.302285] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVR' from 'https://tdm.silogroup.org/data/derivative_storage/NVR.csv'. [2025-10-09T22:50:06.305423] [WARN ] [REMOTE ] Historical data not found for symbol 'NVR' (404). [2025-10-09T22:50:06.305585] [FATAL] [sig ] NVR: No historical data fetched. [2025-10-09T22:50:06.305686] [WARN ] [sig ] [1448/2211] Failed NVR after 0.0s | 4.78 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.305763] [INFO ] [sig ] [1449/2211] Forecasting NVRI... [2025-10-09T22:50:06.305803] [INFO ] [sig ] Generating forecast for: NVRI [2025-10-09T22:50:06.305832] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVRI' from 'https://tdm.silogroup.org/data/derivative_storage/NVRI.csv'. [2025-10-09T22:50:06.309439] [WARN ] [REMOTE ] Historical data not found for symbol 'NVRI' (404). [2025-10-09T22:50:06.309600] [FATAL] [sig ] NVRI: No historical data fetched. [2025-10-09T22:50:06.309704] [WARN ] [sig ] [1449/2211] Failed NVRI after 0.0s | 4.78 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.309771] [INFO ] [sig ] [1450/2211] Forecasting NVS... [2025-10-09T22:50:06.309809] [INFO ] [sig ] Generating forecast for: NVS [2025-10-09T22:50:06.309838] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVS' from 'https://tdm.silogroup.org/data/derivative_storage/NVS.csv'. [2025-10-09T22:50:06.313056] [WARN ] [REMOTE ] Historical data not found for symbol 'NVS' (404). [2025-10-09T22:50:06.313218] [FATAL] [sig ] NVS: No historical data fetched. [2025-10-09T22:50:06.313297] [WARN ] [sig ] [1450/2211] Failed NVS after 0.0s | 4.78 sym/s | Total: 5.1m | ETA: 2.7m [2025-10-09T22:50:06.313363] [INFO ] [sig ] [1451/2211] Forecasting NVST... [2025-10-09T22:50:06.313405] [INFO ] [sig ] Generating forecast for: NVST [2025-10-09T22:50:06.313435] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVST' from 'https://tdm.silogroup.org/data/derivative_storage/NVST.csv'. [2025-10-09T22:50:06.316570] [WARN ] [REMOTE ] Historical data not found for symbol 'NVST' (404). [2025-10-09T22:50:06.316760] [FATAL] [sig ] NVST: No historical data fetched. [2025-10-09T22:50:06.316839] [WARN ] [sig ] [1451/2211] Failed NVST after 0.0s | 4.79 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.316904] [INFO ] [sig ] [1452/2211] Forecasting NVT... [2025-10-09T22:50:06.316942] [INFO ] [sig ] Generating forecast for: NVT [2025-10-09T22:50:06.316971] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NVT' from 'https://tdm.silogroup.org/data/derivative_storage/NVT.csv'. [2025-10-09T22:50:06.320119] [WARN ] [REMOTE ] Historical data not found for symbol 'NVT' (404). [2025-10-09T22:50:06.320281] [FATAL] [sig ] NVT: No historical data fetched. [2025-10-09T22:50:06.320362] [WARN ] [sig ] [1452/2211] Failed NVT after 0.0s | 4.79 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.320429] [INFO ] [sig ] [1453/2211] Forecasting NWG... [2025-10-09T22:50:06.320467] [INFO ] [sig ] Generating forecast for: NWG [2025-10-09T22:50:06.320496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NWG' from 'https://tdm.silogroup.org/data/derivative_storage/NWG.csv'. [2025-10-09T22:50:06.323669] [WARN ] [REMOTE ] Historical data not found for symbol 'NWG' (404). [2025-10-09T22:50:06.323832] [FATAL] [sig ] NWG: No historical data fetched. [2025-10-09T22:50:06.323910] [WARN ] [sig ] [1453/2211] Failed NWG after 0.0s | 4.79 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.323975] [INFO ] [sig ] [1454/2211] Forecasting NWN... [2025-10-09T22:50:06.324013] [INFO ] [sig ] Generating forecast for: NWN [2025-10-09T22:50:06.324042] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NWN' from 'https://tdm.silogroup.org/data/derivative_storage/NWN.csv'. [2025-10-09T22:50:06.327238] [WARN ] [REMOTE ] Historical data not found for symbol 'NWN' (404). [2025-10-09T22:50:06.327407] [FATAL] [sig ] NWN: No historical data fetched. [2025-10-09T22:50:06.327486] [WARN ] [sig ] [1454/2211] Failed NWN after 0.0s | 4.80 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.327553] [INFO ] [sig ] [1455/2211] Forecasting NX... [2025-10-09T22:50:06.327613] [INFO ] [sig ] Generating forecast for: NX [2025-10-09T22:50:06.327692] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NX' from 'https://tdm.silogroup.org/data/derivative_storage/NX.csv'. [2025-10-09T22:50:06.330821] [WARN ] [REMOTE ] Historical data not found for symbol 'NX' (404). [2025-10-09T22:50:06.330983] [FATAL] [sig ] NX: No historical data fetched. [2025-10-09T22:50:06.331062] [WARN ] [sig ] [1455/2211] Failed NX after 0.0s | 4.80 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.331127] [INFO ] [sig ] [1456/2211] Forecasting NXC... [2025-10-09T22:50:06.331164] [INFO ] [sig ] Generating forecast for: NXC [2025-10-09T22:50:06.331193] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXC' from 'https://tdm.silogroup.org/data/derivative_storage/NXC.csv'. [2025-10-09T22:50:06.334346] [WARN ] [REMOTE ] Historical data not found for symbol 'NXC' (404). [2025-10-09T22:50:06.334507] [FATAL] [sig ] NXC: No historical data fetched. [2025-10-09T22:50:06.334588] [WARN ] [sig ] [1456/2211] Failed NXC after 0.0s | 4.80 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.334681] [INFO ] [sig ] [1457/2211] Forecasting NXDT... [2025-10-09T22:50:06.334731] [INFO ] [sig ] Generating forecast for: NXDT [2025-10-09T22:50:06.334762] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXDT' from 'https://tdm.silogroup.org/data/derivative_storage/NXDT.csv'. [2025-10-09T22:50:06.337943] [WARN ] [REMOTE ] Historical data not found for symbol 'NXDT' (404). [2025-10-09T22:50:06.338106] [FATAL] [sig ] NXDT: No historical data fetched. [2025-10-09T22:50:06.338185] [WARN ] [sig ] [1457/2211] Failed NXDT after 0.0s | 4.81 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.338249] [INFO ] [sig ] [1458/2211] Forecasting NXE... [2025-10-09T22:50:06.338287] [INFO ] [sig ] Generating forecast for: NXE [2025-10-09T22:50:06.338317] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXE' from 'https://tdm.silogroup.org/data/derivative_storage/NXE.csv'. [2025-10-09T22:50:06.341505] [WARN ] [REMOTE ] Historical data not found for symbol 'NXE' (404). [2025-10-09T22:50:06.341686] [FATAL] [sig ] NXE: No historical data fetched. [2025-10-09T22:50:06.341767] [WARN ] [sig ] [1458/2211] Failed NXE after 0.0s | 4.81 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.341833] [INFO ] [sig ] [1459/2211] Forecasting NXG... [2025-10-09T22:50:06.341871] [INFO ] [sig ] Generating forecast for: NXG [2025-10-09T22:50:06.341900] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXG' from 'https://tdm.silogroup.org/data/derivative_storage/NXG.csv'. [2025-10-09T22:50:06.345052] [WARN ] [REMOTE ] Historical data not found for symbol 'NXG' (404). [2025-10-09T22:50:06.345214] [FATAL] [sig ] NXG: No historical data fetched. [2025-10-09T22:50:06.345294] [WARN ] [sig ] [1459/2211] Failed NXG after 0.0s | 4.81 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.345361] [INFO ] [sig ] [1460/2211] Forecasting NXJ... [2025-10-09T22:50:06.345398] [INFO ] [sig ] Generating forecast for: NXJ [2025-10-09T22:50:06.345427] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXJ' from 'https://tdm.silogroup.org/data/derivative_storage/NXJ.csv'. [2025-10-09T22:50:06.349139] [WARN ] [REMOTE ] Historical data not found for symbol 'NXJ' (404). [2025-10-09T22:50:06.349302] [FATAL] [sig ] NXJ: No historical data fetched. [2025-10-09T22:50:06.349384] [WARN ] [sig ] [1460/2211] Failed NXJ after 0.0s | 4.82 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.349453] [INFO ] [sig ] [1461/2211] Forecasting NXN... [2025-10-09T22:50:06.349490] [INFO ] [sig ] Generating forecast for: NXN [2025-10-09T22:50:06.349519] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXN' from 'https://tdm.silogroup.org/data/derivative_storage/NXN.csv'. [2025-10-09T22:50:06.352781] [WARN ] [REMOTE ] Historical data not found for symbol 'NXN' (404). [2025-10-09T22:50:06.352942] [FATAL] [sig ] NXN: No historical data fetched. [2025-10-09T22:50:06.353021] [WARN ] [sig ] [1461/2211] Failed NXN after 0.0s | 4.82 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.353093] [INFO ] [sig ] [1462/2211] Forecasting NXP... [2025-10-09T22:50:06.353132] [INFO ] [sig ] Generating forecast for: NXP [2025-10-09T22:50:06.353160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXP' from 'https://tdm.silogroup.org/data/derivative_storage/NXP.csv'. [2025-10-09T22:50:06.356297] [WARN ] [REMOTE ] Historical data not found for symbol 'NXP' (404). [2025-10-09T22:50:06.356459] [FATAL] [sig ] NXP: No historical data fetched. [2025-10-09T22:50:06.356540] [WARN ] [sig ] [1462/2211] Failed NXP after 0.0s | 4.82 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.356607] [INFO ] [sig ] [1463/2211] Forecasting NXRT... [2025-10-09T22:50:06.356669] [INFO ] [sig ] Generating forecast for: NXRT [2025-10-09T22:50:06.356722] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NXRT' from 'https://tdm.silogroup.org/data/derivative_storage/NXRT.csv'. [2025-10-09T22:50:06.359870] [WARN ] [REMOTE ] Historical data not found for symbol 'NXRT' (404). [2025-10-09T22:50:06.360033] [FATAL] [sig ] NXRT: No historical data fetched. [2025-10-09T22:50:06.360111] [WARN ] [sig ] [1463/2211] Failed NXRT after 0.0s | 4.82 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.360176] [INFO ] [sig ] [1464/2211] Forecasting NYT... [2025-10-09T22:50:06.360213] [INFO ] [sig ] Generating forecast for: NYT [2025-10-09T22:50:06.360242] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NYT' from 'https://tdm.silogroup.org/data/derivative_storage/NYT.csv'. [2025-10-09T22:50:06.363406] [WARN ] [REMOTE ] Historical data not found for symbol 'NYT' (404). [2025-10-09T22:50:06.363569] [FATAL] [sig ] NYT: No historical data fetched. [2025-10-09T22:50:06.363668] [WARN ] [sig ] [1464/2211] Failed NYT after 0.0s | 4.83 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.363738] [INFO ] [sig ] [1465/2211] Forecasting NZF... [2025-10-09T22:50:06.363776] [INFO ] [sig ] Generating forecast for: NZF [2025-10-09T22:50:06.363805] [DEBUG] [REMOTE ] Fetching historical data for symbol 'NZF' from 'https://tdm.silogroup.org/data/derivative_storage/NZF.csv'. [2025-10-09T22:50:06.366975] [WARN ] [REMOTE ] Historical data not found for symbol 'NZF' (404). [2025-10-09T22:50:06.367138] [FATAL] [sig ] NZF: No historical data fetched. [2025-10-09T22:50:06.367216] [WARN ] [sig ] [1465/2211] Failed NZF after 0.0s | 4.83 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.367281] [INFO ] [sig ] [1466/2211] Forecasting OBDC... [2025-10-09T22:50:06.367318] [INFO ] [sig ] Generating forecast for: OBDC [2025-10-09T22:50:06.367346] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OBDC' from 'https://tdm.silogroup.org/data/derivative_storage/OBDC.csv'. [2025-10-09T22:50:06.370630] [WARN ] [REMOTE ] Historical data not found for symbol 'OBDC' (404). [2025-10-09T22:50:06.370812] [FATAL] [sig ] OBDC: No historical data fetched. [2025-10-09T22:50:06.370890] [WARN ] [sig ] [1466/2211] Failed OBDC after 0.0s | 4.83 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.370957] [INFO ] [sig ] [1467/2211] Forecasting OBK... [2025-10-09T22:50:06.370994] [INFO ] [sig ] Generating forecast for: OBK [2025-10-09T22:50:06.371024] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OBK' from 'https://tdm.silogroup.org/data/derivative_storage/OBK.csv'. [2025-10-09T22:50:06.374767] [WARN ] [REMOTE ] Historical data not found for symbol 'OBK' (404). [2025-10-09T22:50:06.374932] [FATAL] [sig ] OBK: No historical data fetched. [2025-10-09T22:50:06.375009] [WARN ] [sig ] [1467/2211] Failed OBK after 0.0s | 4.84 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.375045] [INFO ] [sig ] [1468/2211] Forecasting OC... [2025-10-09T22:50:06.375074] [INFO ] [sig ] Generating forecast for: OC [2025-10-09T22:50:06.375101] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OC' from 'https://tdm.silogroup.org/data/derivative_storage/OC.csv'. [2025-10-09T22:50:06.379086] [WARN ] [REMOTE ] Historical data not found for symbol 'OC' (404). [2025-10-09T22:50:06.379258] [FATAL] [sig ] OC: No historical data fetched. [2025-10-09T22:50:06.379343] [WARN ] [sig ] [1468/2211] Failed OC after 0.0s | 4.84 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.379419] [INFO ] [sig ] [1469/2211] Forecasting OCFT... [2025-10-09T22:50:06.379465] [INFO ] [sig ] Generating forecast for: OCFT [2025-10-09T22:50:06.379501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OCFT' from 'https://tdm.silogroup.org/data/derivative_storage/OCFT.csv'. [2025-10-09T22:50:06.382747] [WARN ] [REMOTE ] Historical data not found for symbol 'OCFT' (404). [2025-10-09T22:50:06.382914] [FATAL] [sig ] OCFT: No historical data fetched. [2025-10-09T22:50:06.382991] [WARN ] [sig ] [1469/2211] Failed OCFT after 0.0s | 4.84 sym/s | Total: 5.1m | ETA: 2.6m [2025-10-09T22:50:06.383036] [INFO ] [sig ] [1470/2211] Forecasting ODC... [2025-10-09T22:50:06.383065] [INFO ] [sig ] Generating forecast for: ODC [2025-10-09T22:50:06.383092] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ODC' from 'https://tdm.silogroup.org/data/derivative_storage/ODC.csv'. [2025-10-09T22:50:06.387535] [WARN ] [REMOTE ] Historical data not found for symbol 'ODC' (404). [2025-10-09T22:50:06.387857] [FATAL] [sig ] ODC: No historical data fetched. [2025-10-09T22:50:06.387948] [WARN ] [sig ] [1470/2211] Failed ODC after 0.0s | 4.85 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.388016] [INFO ] [sig ] [1471/2211] Forecasting ODV... [2025-10-09T22:50:06.388056] [INFO ] [sig ] Generating forecast for: ODV [2025-10-09T22:50:06.388087] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ODV' from 'https://tdm.silogroup.org/data/derivative_storage/ODV.csv'. [2025-10-09T22:50:06.391691] [WARN ] [REMOTE ] Historical data not found for symbol 'ODV' (404). [2025-10-09T22:50:06.391860] [FATAL] [sig ] ODV: No historical data fetched. [2025-10-09T22:50:06.391940] [WARN ] [sig ] [1471/2211] Failed ODV after 0.0s | 4.85 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.392005] [INFO ] [sig ] [1472/2211] Forecasting OEC... [2025-10-09T22:50:06.392043] [INFO ] [sig ] Generating forecast for: OEC [2025-10-09T22:50:06.392073] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OEC' from 'https://tdm.silogroup.org/data/derivative_storage/OEC.csv'. [2025-10-09T22:50:06.395480] [WARN ] [REMOTE ] Historical data not found for symbol 'OEC' (404). [2025-10-09T22:50:06.395675] [FATAL] [sig ] OEC: No historical data fetched. [2025-10-09T22:50:06.395757] [WARN ] [sig ] [1472/2211] Failed OEC after 0.0s | 4.85 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.395823] [INFO ] [sig ] [1473/2211] Forecasting OFG... [2025-10-09T22:50:06.395861] [INFO ] [sig ] Generating forecast for: OFG [2025-10-09T22:50:06.395890] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OFG' from 'https://tdm.silogroup.org/data/derivative_storage/OFG.csv'. [2025-10-09T22:50:06.399163] [WARN ] [REMOTE ] Historical data not found for symbol 'OFG' (404). [2025-10-09T22:50:06.399335] [FATAL] [sig ] OFG: No historical data fetched. [2025-10-09T22:50:06.399432] [WARN ] [sig ] [1473/2211] Failed OFG after 0.0s | 4.86 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.399513] [INFO ] [sig ] [1474/2211] Forecasting OGE... [2025-10-09T22:50:06.399560] [INFO ] [sig ] Generating forecast for: OGE [2025-10-09T22:50:06.399595] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OGE' from 'https://tdm.silogroup.org/data/derivative_storage/OGE.csv'. [2025-10-09T22:50:06.402868] [WARN ] [REMOTE ] Historical data not found for symbol 'OGE' (404). [2025-10-09T22:50:06.403032] [FATAL] [sig ] OGE: No historical data fetched. [2025-10-09T22:50:06.403112] [WARN ] [sig ] [1474/2211] Failed OGE after 0.0s | 4.86 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.403178] [INFO ] [sig ] [1475/2211] Forecasting OGN... [2025-10-09T22:50:06.403256] [INFO ] [sig ] Generating forecast for: OGN [2025-10-09T22:50:06.403307] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OGN' from 'https://tdm.silogroup.org/data/derivative_storage/OGN.csv'. [2025-10-09T22:50:06.406465] [WARN ] [REMOTE ] Historical data not found for symbol 'OGN' (404). [2025-10-09T22:50:06.406628] [FATAL] [sig ] OGN: No historical data fetched. [2025-10-09T22:50:06.406726] [WARN ] [sig ] [1475/2211] Failed OGN after 0.0s | 4.86 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.406790] [INFO ] [sig ] [1476/2211] Forecasting OGS... [2025-10-09T22:50:06.406828] [INFO ] [sig ] Generating forecast for: OGS [2025-10-09T22:50:06.406857] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OGS' from 'https://tdm.silogroup.org/data/derivative_storage/OGS.csv'. [2025-10-09T22:50:06.410046] [WARN ] [REMOTE ] Historical data not found for symbol 'OGS' (404). [2025-10-09T22:50:06.410210] [FATAL] [sig ] OGS: No historical data fetched. [2025-10-09T22:50:06.410290] [WARN ] [sig ] [1476/2211] Failed OGS after 0.0s | 4.87 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.410357] [INFO ] [sig ] [1477/2211] Forecasting OHI... [2025-10-09T22:50:06.410401] [INFO ] [sig ] Generating forecast for: OHI [2025-10-09T22:50:06.410436] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OHI' from 'https://tdm.silogroup.org/data/derivative_storage/OHI.csv'. [2025-10-09T22:50:06.413670] [WARN ] [REMOTE ] Historical data not found for symbol 'OHI' (404). [2025-10-09T22:50:06.413835] [FATAL] [sig ] OHI: No historical data fetched. [2025-10-09T22:50:06.413928] [WARN ] [sig ] [1477/2211] Failed OHI after 0.0s | 4.87 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.414008] [INFO ] [sig ] [1478/2211] Forecasting OI... [2025-10-09T22:50:06.414056] [INFO ] [sig ] Generating forecast for: OI [2025-10-09T22:50:06.414093] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OI' from 'https://tdm.silogroup.org/data/derivative_storage/OI.csv'. [2025-10-09T22:50:06.417323] [WARN ] [REMOTE ] Historical data not found for symbol 'OI' (404). [2025-10-09T22:50:06.417515] [FATAL] [sig ] OI: No historical data fetched. [2025-10-09T22:50:06.417623] [WARN ] [sig ] [1478/2211] Failed OI after 0.0s | 4.87 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.417732] [INFO ] [sig ] [1479/2211] Forecasting OIA... [2025-10-09T22:50:06.417832] [INFO ] [sig ] Generating forecast for: OIA [2025-10-09T22:50:06.417892] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OIA' from 'https://tdm.silogroup.org/data/derivative_storage/OIA.csv'. [2025-10-09T22:50:06.423366] [WARN ] [REMOTE ] Historical data not found for symbol 'OIA' (404). [2025-10-09T22:50:06.423543] [FATAL] [sig ] OIA: No historical data fetched. [2025-10-09T22:50:06.423623] [WARN ] [sig ] [1479/2211] Failed OIA after 0.0s | 4.88 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.423713] [INFO ] [sig ] [1480/2211] Forecasting OII... [2025-10-09T22:50:06.423751] [INFO ] [sig ] Generating forecast for: OII [2025-10-09T22:50:06.423780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OII' from 'https://tdm.silogroup.org/data/derivative_storage/OII.csv'. [2025-10-09T22:50:06.427022] [WARN ] [REMOTE ] Historical data not found for symbol 'OII' (404). [2025-10-09T22:50:06.427184] [FATAL] [sig ] OII: No historical data fetched. [2025-10-09T22:50:06.427264] [WARN ] [sig ] [1480/2211] Failed OII after 0.0s | 4.88 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.427330] [INFO ] [sig ] [1481/2211] Forecasting OIS... [2025-10-09T22:50:06.427374] [INFO ] [sig ] Generating forecast for: OIS [2025-10-09T22:50:06.427409] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OIS' from 'https://tdm.silogroup.org/data/derivative_storage/OIS.csv'. [2025-10-09T22:50:06.430744] [WARN ] [REMOTE ] Historical data not found for symbol 'OIS' (404). [2025-10-09T22:50:06.430931] [FATAL] [sig ] OIS: No historical data fetched. [2025-10-09T22:50:06.431010] [WARN ] [sig ] [1481/2211] Failed OIS after 0.0s | 4.88 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.431075] [INFO ] [sig ] [1482/2211] Forecasting OKE... [2025-10-09T22:50:06.431113] [INFO ] [sig ] Generating forecast for: OKE [2025-10-09T22:50:06.431142] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OKE' from 'https://tdm.silogroup.org/data/derivative_storage/OKE.csv'. [2025-10-09T22:50:06.434304] [WARN ] [REMOTE ] Historical data not found for symbol 'OKE' (404). [2025-10-09T22:50:06.434465] [FATAL] [sig ] OKE: No historical data fetched. [2025-10-09T22:50:06.434546] [WARN ] [sig ] [1482/2211] Failed OKE after 0.0s | 4.89 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.434611] [INFO ] [sig ] [1483/2211] Forecasting OKLO... [2025-10-09T22:50:06.434686] [INFO ] [sig ] Generating forecast for: OKLO [2025-10-09T22:50:06.434736] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OKLO' from 'https://tdm.silogroup.org/data/derivative_storage/OKLO.csv'. [2025-10-09T22:50:06.438013] [WARN ] [REMOTE ] Historical data not found for symbol 'OKLO' (404). [2025-10-09T22:50:06.438180] [FATAL] [sig ] OKLO: No historical data fetched. [2025-10-09T22:50:06.438260] [WARN ] [sig ] [1483/2211] Failed OKLO after 0.0s | 4.89 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.438326] [INFO ] [sig ] [1484/2211] Forecasting OLN... [2025-10-09T22:50:06.438364] [INFO ] [sig ] Generating forecast for: OLN [2025-10-09T22:50:06.438393] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OLN' from 'https://tdm.silogroup.org/data/derivative_storage/OLN.csv'. [2025-10-09T22:50:06.441520] [WARN ] [REMOTE ] Historical data not found for symbol 'OLN' (404). [2025-10-09T22:50:06.441704] [FATAL] [sig ] OLN: No historical data fetched. [2025-10-09T22:50:06.441784] [WARN ] [sig ] [1484/2211] Failed OLN after 0.0s | 4.89 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.441850] [INFO ] [sig ] [1485/2211] Forecasting OLP... [2025-10-09T22:50:06.441888] [INFO ] [sig ] Generating forecast for: OLP [2025-10-09T22:50:06.441917] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OLP' from 'https://tdm.silogroup.org/data/derivative_storage/OLP.csv'. [2025-10-09T22:50:06.445042] [WARN ] [REMOTE ] Historical data not found for symbol 'OLP' (404). [2025-10-09T22:50:06.445206] [FATAL] [sig ] OLP: No historical data fetched. [2025-10-09T22:50:06.445285] [WARN ] [sig ] [1485/2211] Failed OLP after 0.0s | 4.90 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.445351] [INFO ] [sig ] [1486/2211] Forecasting OMC... [2025-10-09T22:50:06.445392] [INFO ] [sig ] Generating forecast for: OMC [2025-10-09T22:50:06.445423] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OMC' from 'https://tdm.silogroup.org/data/derivative_storage/OMC.csv'. [2025-10-09T22:50:06.448638] [WARN ] [REMOTE ] Historical data not found for symbol 'OMC' (404). [2025-10-09T22:50:06.448834] [FATAL] [sig ] OMC: No historical data fetched. [2025-10-09T22:50:06.448913] [WARN ] [sig ] [1486/2211] Failed OMC after 0.0s | 4.90 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.448977] [INFO ] [sig ] [1487/2211] Forecasting OMF... [2025-10-09T22:50:06.449016] [INFO ] [sig ] Generating forecast for: OMF [2025-10-09T22:50:06.449046] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OMF' from 'https://tdm.silogroup.org/data/derivative_storage/OMF.csv'. [2025-10-09T22:50:06.452162] [WARN ] [REMOTE ] Historical data not found for symbol 'OMF' (404). [2025-10-09T22:50:06.452324] [FATAL] [sig ] OMF: No historical data fetched. [2025-10-09T22:50:06.452422] [WARN ] [sig ] [1487/2211] Failed OMF after 0.0s | 4.90 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.452492] [INFO ] [sig ] [1488/2211] Forecasting OMI... [2025-10-09T22:50:06.452530] [INFO ] [sig ] Generating forecast for: OMI [2025-10-09T22:50:06.452568] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OMI' from 'https://tdm.silogroup.org/data/derivative_storage/OMI.csv'. [2025-10-09T22:50:06.455746] [WARN ] [REMOTE ] Historical data not found for symbol 'OMI' (404). [2025-10-09T22:50:06.455910] [FATAL] [sig ] OMI: No historical data fetched. [2025-10-09T22:50:06.455989] [WARN ] [sig ] [1488/2211] Failed OMI after 0.0s | 4.91 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.456054] [INFO ] [sig ] [1489/2211] Forecasting ONIT... [2025-10-09T22:50:06.456091] [INFO ] [sig ] Generating forecast for: ONIT [2025-10-09T22:50:06.456120] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONIT' from 'https://tdm.silogroup.org/data/derivative_storage/ONIT.csv'. [2025-10-09T22:50:06.459280] [WARN ] [REMOTE ] Historical data not found for symbol 'ONIT' (404). [2025-10-09T22:50:06.459445] [FATAL] [sig ] ONIT: No historical data fetched. [2025-10-09T22:50:06.459525] [WARN ] [sig ] [1489/2211] Failed ONIT after 0.0s | 4.91 sym/s | Total: 5.1m | ETA: 2.5m [2025-10-09T22:50:06.459591] [INFO ] [sig ] [1490/2211] Forecasting ONL... [2025-10-09T22:50:06.459629] [INFO ] [sig ] Generating forecast for: ONL [2025-10-09T22:50:06.459696] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONL' from 'https://tdm.silogroup.org/data/derivative_storage/ONL.csv'. [2025-10-09T22:50:06.462837] [WARN ] [REMOTE ] Historical data not found for symbol 'ONL' (404). [2025-10-09T22:50:06.463003] [FATAL] [sig ] ONL: No historical data fetched. [2025-10-09T22:50:06.463083] [WARN ] [sig ] [1490/2211] Failed ONL after 0.0s | 4.91 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.463148] [INFO ] [sig ] [1491/2211] Forecasting ONON... [2025-10-09T22:50:06.463186] [INFO ] [sig ] Generating forecast for: ONON [2025-10-09T22:50:06.463215] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONON' from 'https://tdm.silogroup.org/data/derivative_storage/ONON.csv'. [2025-10-09T22:50:06.466377] [WARN ] [REMOTE ] Historical data not found for symbol 'ONON' (404). [2025-10-09T22:50:06.466544] [FATAL] [sig ] ONON: No historical data fetched. [2025-10-09T22:50:06.466622] [WARN ] [sig ] [1491/2211] Failed ONON after 0.0s | 4.92 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.466713] [INFO ] [sig ] [1492/2211] Forecasting ONTF... [2025-10-09T22:50:06.466751] [INFO ] [sig ] Generating forecast for: ONTF [2025-10-09T22:50:06.466780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONTF' from 'https://tdm.silogroup.org/data/derivative_storage/ONTF.csv'. [2025-10-09T22:50:06.469985] [WARN ] [REMOTE ] Historical data not found for symbol 'ONTF' (404). [2025-10-09T22:50:06.470150] [FATAL] [sig ] ONTF: No historical data fetched. [2025-10-09T22:50:06.470230] [WARN ] [sig ] [1492/2211] Failed ONTF after 0.0s | 4.92 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.470296] [INFO ] [sig ] [1493/2211] Forecasting ONTO... [2025-10-09T22:50:06.470334] [INFO ] [sig ] Generating forecast for: ONTO [2025-10-09T22:50:06.470364] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ONTO' from 'https://tdm.silogroup.org/data/derivative_storage/ONTO.csv'. [2025-10-09T22:50:06.473510] [WARN ] [REMOTE ] Historical data not found for symbol 'ONTO' (404). [2025-10-09T22:50:06.473692] [FATAL] [sig ] ONTO: No historical data fetched. [2025-10-09T22:50:06.473772] [WARN ] [sig ] [1493/2211] Failed ONTO after 0.0s | 4.92 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.473838] [INFO ] [sig ] [1494/2211] Forecasting OOMA... [2025-10-09T22:50:06.473876] [INFO ] [sig ] Generating forecast for: OOMA [2025-10-09T22:50:06.473904] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OOMA' from 'https://tdm.silogroup.org/data/derivative_storage/OOMA.csv'. [2025-10-09T22:50:06.477048] [WARN ] [REMOTE ] Historical data not found for symbol 'OOMA' (404). [2025-10-09T22:50:06.477211] [FATAL] [sig ] OOMA: No historical data fetched. [2025-10-09T22:50:06.477300] [WARN ] [sig ] [1494/2211] Failed OOMA after 0.0s | 4.93 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.477367] [INFO ] [sig ] [1495/2211] Forecasting OPAD... [2025-10-09T22:50:06.477404] [INFO ] [sig ] Generating forecast for: OPAD [2025-10-09T22:50:06.477433] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OPAD' from 'https://tdm.silogroup.org/data/derivative_storage/OPAD.csv'. [2025-10-09T22:50:06.480600] [WARN ] [REMOTE ] Historical data not found for symbol 'OPAD' (404). [2025-10-09T22:50:06.480784] [FATAL] [sig ] OPAD: No historical data fetched. [2025-10-09T22:50:06.480862] [WARN ] [sig ] [1495/2211] Failed OPAD after 0.0s | 4.93 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.480926] [INFO ] [sig ] [1496/2211] Forecasting OPFI... [2025-10-09T22:50:06.480964] [INFO ] [sig ] Generating forecast for: OPFI [2025-10-09T22:50:06.480993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OPFI' from 'https://tdm.silogroup.org/data/derivative_storage/OPFI.csv'. [2025-10-09T22:50:06.484199] [WARN ] [REMOTE ] Historical data not found for symbol 'OPFI' (404). [2025-10-09T22:50:06.484364] [FATAL] [sig ] OPFI: No historical data fetched. [2025-10-09T22:50:06.484444] [WARN ] [sig ] [1496/2211] Failed OPFI after 0.0s | 4.93 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.484510] [INFO ] [sig ] [1497/2211] Forecasting OPP... [2025-10-09T22:50:06.484548] [INFO ] [sig ] Generating forecast for: OPP [2025-10-09T22:50:06.484576] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OPP' from 'https://tdm.silogroup.org/data/derivative_storage/OPP.csv'. [2025-10-09T22:50:06.488562] [WARN ] [REMOTE ] Historical data not found for symbol 'OPP' (404). [2025-10-09T22:50:06.488805] [FATAL] [sig ] OPP: No historical data fetched. [2025-10-09T22:50:06.488894] [WARN ] [sig ] [1497/2211] Failed OPP after 0.0s | 4.93 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.488962] [INFO ] [sig ] [1498/2211] Forecasting OR... [2025-10-09T22:50:06.489001] [INFO ] [sig ] Generating forecast for: OR [2025-10-09T22:50:06.489031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OR' from 'https://tdm.silogroup.org/data/derivative_storage/OR.csv'. [2025-10-09T22:50:06.492455] [WARN ] [REMOTE ] Historical data not found for symbol 'OR' (404). [2025-10-09T22:50:06.492666] [FATAL] [sig ] OR: No historical data fetched. [2025-10-09T22:50:06.492749] [WARN ] [sig ] [1498/2211] Failed OR after 0.0s | 4.94 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.492816] [INFO ] [sig ] [1499/2211] Forecasting ORA... [2025-10-09T22:50:06.492854] [INFO ] [sig ] Generating forecast for: ORA [2025-10-09T22:50:06.492882] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ORA' from 'https://tdm.silogroup.org/data/derivative_storage/ORA.csv'. [2025-10-09T22:50:06.496121] [WARN ] [REMOTE ] Historical data not found for symbol 'ORA' (404). [2025-10-09T22:50:06.496284] [FATAL] [sig ] ORA: No historical data fetched. [2025-10-09T22:50:06.496367] [WARN ] [sig ] [1499/2211] Failed ORA after 0.0s | 4.94 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.496447] [INFO ] [sig ] [1500/2211] Forecasting ORC... [2025-10-09T22:50:06.496494] [INFO ] [sig ] Generating forecast for: ORC [2025-10-09T22:50:06.496530] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ORC' from 'https://tdm.silogroup.org/data/derivative_storage/ORC.csv'. [2025-10-09T22:50:06.499731] [WARN ] [REMOTE ] Historical data not found for symbol 'ORC' (404). [2025-10-09T22:50:06.499894] [FATAL] [sig ] ORC: No historical data fetched. [2025-10-09T22:50:06.499972] [WARN ] [sig ] [1500/2211] Failed ORC after 0.0s | 4.94 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.500037] [INFO ] [sig ] [1501/2211] Forecasting ORN... [2025-10-09T22:50:06.500075] [INFO ] [sig ] Generating forecast for: ORN [2025-10-09T22:50:06.500104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ORN' from 'https://tdm.silogroup.org/data/derivative_storage/ORN.csv'. [2025-10-09T22:50:06.503281] [WARN ] [REMOTE ] Historical data not found for symbol 'ORN' (404). [2025-10-09T22:50:06.503444] [FATAL] [sig ] ORN: No historical data fetched. [2025-10-09T22:50:06.503523] [WARN ] [sig ] [1501/2211] Failed ORN after 0.0s | 4.95 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.503590] [INFO ] [sig ] [1502/2211] Forecasting OSCR... [2025-10-09T22:50:06.503628] [INFO ] [sig ] Generating forecast for: OSCR [2025-10-09T22:50:06.503696] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OSCR' from 'https://tdm.silogroup.org/data/derivative_storage/OSCR.csv'. [2025-10-09T22:50:06.506835] [WARN ] [REMOTE ] Historical data not found for symbol 'OSCR' (404). [2025-10-09T22:50:06.506998] [FATAL] [sig ] OSCR: No historical data fetched. [2025-10-09T22:50:06.507078] [WARN ] [sig ] [1502/2211] Failed OSCR after 0.0s | 4.95 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.507145] [INFO ] [sig ] [1503/2211] Forecasting OTIS... [2025-10-09T22:50:06.507183] [INFO ] [sig ] Generating forecast for: OTIS [2025-10-09T22:50:06.507212] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OTIS' from 'https://tdm.silogroup.org/data/derivative_storage/OTIS.csv'. [2025-10-09T22:50:06.510383] [WARN ] [REMOTE ] Historical data not found for symbol 'OTIS' (404). [2025-10-09T22:50:06.510545] [FATAL] [sig ] OTIS: No historical data fetched. [2025-10-09T22:50:06.510626] [WARN ] [sig ] [1503/2211] Failed OTIS after 0.0s | 4.95 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.510715] [INFO ] [sig ] [1504/2211] Forecasting OUT... [2025-10-09T22:50:06.510752] [INFO ] [sig ] Generating forecast for: OUT [2025-10-09T22:50:06.510781] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OUT' from 'https://tdm.silogroup.org/data/derivative_storage/OUT.csv'. [2025-10-09T22:50:06.513998] [WARN ] [REMOTE ] Historical data not found for symbol 'OUT' (404). [2025-10-09T22:50:06.514161] [FATAL] [sig ] OUT: No historical data fetched. [2025-10-09T22:50:06.514242] [WARN ] [sig ] [1504/2211] Failed OUT after 0.0s | 4.96 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.514308] [INFO ] [sig ] [1505/2211] Forecasting OVV... [2025-10-09T22:50:06.514347] [INFO ] [sig ] Generating forecast for: OVV [2025-10-09T22:50:06.514376] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OVV' from 'https://tdm.silogroup.org/data/derivative_storage/OVV.csv'. [2025-10-09T22:50:06.517623] [WARN ] [REMOTE ] Historical data not found for symbol 'OVV' (404). [2025-10-09T22:50:06.517806] [FATAL] [sig ] OVV: No historical data fetched. [2025-10-09T22:50:06.517886] [WARN ] [sig ] [1505/2211] Failed OVV after 0.0s | 4.96 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.517953] [INFO ] [sig ] [1506/2211] Forecasting OWL... [2025-10-09T22:50:06.517990] [INFO ] [sig ] Generating forecast for: OWL [2025-10-09T22:50:06.518019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OWL' from 'https://tdm.silogroup.org/data/derivative_storage/OWL.csv'. [2025-10-09T22:50:06.521154] [WARN ] [REMOTE ] Historical data not found for symbol 'OWL' (404). [2025-10-09T22:50:06.521314] [FATAL] [sig ] OWL: No historical data fetched. [2025-10-09T22:50:06.521404] [WARN ] [sig ] [1506/2211] Failed OWL after 0.0s | 4.96 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.521485] [INFO ] [sig ] [1507/2211] Forecasting OWLT... [2025-10-09T22:50:06.521531] [INFO ] [sig ] Generating forecast for: OWLT [2025-10-09T22:50:06.521563] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OWLT' from 'https://tdm.silogroup.org/data/derivative_storage/OWLT.csv'. [2025-10-09T22:50:06.524807] [WARN ] [REMOTE ] Historical data not found for symbol 'OWLT' (404). [2025-10-09T22:50:06.524969] [FATAL] [sig ] OWLT: No historical data fetched. [2025-10-09T22:50:06.525048] [WARN ] [sig ] [1507/2211] Failed OWLT after 0.0s | 4.97 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.525120] [INFO ] [sig ] [1508/2211] Forecasting OXM... [2025-10-09T22:50:06.525158] [INFO ] [sig ] Generating forecast for: OXM [2025-10-09T22:50:06.525187] [DEBUG] [REMOTE ] Fetching historical data for symbol 'OXM' from 'https://tdm.silogroup.org/data/derivative_storage/OXM.csv'. [2025-10-09T22:50:06.528335] [WARN ] [REMOTE ] Historical data not found for symbol 'OXM' (404). [2025-10-09T22:50:06.528524] [FATAL] [sig ] OXM: No historical data fetched. [2025-10-09T22:50:06.528611] [WARN ] [sig ] [1508/2211] Failed OXM after 0.0s | 4.97 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.528697] [INFO ] [sig ] [1509/2211] Forecasting PAAS... [2025-10-09T22:50:06.528738] [INFO ] [sig ] Generating forecast for: PAAS [2025-10-09T22:50:06.528767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAAS' from 'https://tdm.silogroup.org/data/derivative_storage/PAAS.csv'. [2025-10-09T22:50:06.531900] [WARN ] [REMOTE ] Historical data not found for symbol 'PAAS' (404). [2025-10-09T22:50:06.532062] [FATAL] [sig ] PAAS: No historical data fetched. [2025-10-09T22:50:06.532142] [WARN ] [sig ] [1509/2211] Failed PAAS after 0.0s | 4.97 sym/s | Total: 5.1m | ETA: 2.4m [2025-10-09T22:50:06.532208] [INFO ] [sig ] [1510/2211] Forecasting PAC... [2025-10-09T22:50:06.532246] [INFO ] [sig ] Generating forecast for: PAC [2025-10-09T22:50:06.532275] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAC' from 'https://tdm.silogroup.org/data/derivative_storage/PAC.csv'. [2025-10-09T22:50:06.535408] [WARN ] [REMOTE ] Historical data not found for symbol 'PAC' (404). [2025-10-09T22:50:06.535571] [FATAL] [sig ] PAC: No historical data fetched. [2025-10-09T22:50:06.535676] [WARN ] [sig ] [1510/2211] Failed PAC after 0.0s | 4.98 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.535745] [INFO ] [sig ] [1511/2211] Forecasting PACK... [2025-10-09T22:50:06.535783] [INFO ] [sig ] Generating forecast for: PACK [2025-10-09T22:50:06.535812] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PACK' from 'https://tdm.silogroup.org/data/derivative_storage/PACK.csv'. [2025-10-09T22:50:06.538951] [WARN ] [REMOTE ] Historical data not found for symbol 'PACK' (404). [2025-10-09T22:50:06.539114] [FATAL] [sig ] PACK: No historical data fetched. [2025-10-09T22:50:06.539194] [WARN ] [sig ] [1511/2211] Failed PACK after 0.0s | 4.98 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.539260] [INFO ] [sig ] [1512/2211] Forecasting PACS... [2025-10-09T22:50:06.539297] [INFO ] [sig ] Generating forecast for: PACS [2025-10-09T22:50:06.539326] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PACS' from 'https://tdm.silogroup.org/data/derivative_storage/PACS.csv'. [2025-10-09T22:50:06.542438] [WARN ] [REMOTE ] Historical data not found for symbol 'PACS' (404). [2025-10-09T22:50:06.542600] [FATAL] [sig ] PACS: No historical data fetched. [2025-10-09T22:50:06.542701] [WARN ] [sig ] [1512/2211] Failed PACS after 0.0s | 4.98 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.542753] [INFO ] [sig ] [1513/2211] Forecasting PAG... [2025-10-09T22:50:06.542783] [INFO ] [sig ] Generating forecast for: PAG [2025-10-09T22:50:06.542811] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAG' from 'https://tdm.silogroup.org/data/derivative_storage/PAG.csv'. [2025-10-09T22:50:06.545924] [WARN ] [REMOTE ] Historical data not found for symbol 'PAG' (404). [2025-10-09T22:50:06.546085] [FATAL] [sig ] PAG: No historical data fetched. [2025-10-09T22:50:06.546167] [WARN ] [sig ] [1513/2211] Failed PAG after 0.0s | 4.99 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.546233] [INFO ] [sig ] [1514/2211] Forecasting PAGS... [2025-10-09T22:50:06.546271] [INFO ] [sig ] Generating forecast for: PAGS [2025-10-09T22:50:06.546299] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAGS' from 'https://tdm.silogroup.org/data/derivative_storage/PAGS.csv'. [2025-10-09T22:50:06.551334] [WARN ] [REMOTE ] Historical data not found for symbol 'PAGS' (404). [2025-10-09T22:50:06.551686] [FATAL] [sig ] PAGS: No historical data fetched. [2025-10-09T22:50:06.551805] [WARN ] [sig ] [1514/2211] Failed PAGS after 0.0s | 4.99 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.551895] [INFO ] [sig ] [1515/2211] Forecasting PAI... [2025-10-09T22:50:06.551952] [INFO ] [sig ] Generating forecast for: PAI [2025-10-09T22:50:06.552001] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAI' from 'https://tdm.silogroup.org/data/derivative_storage/PAI.csv'. [2025-10-09T22:50:06.556830] [WARN ] [REMOTE ] Historical data not found for symbol 'PAI' (404). [2025-10-09T22:50:06.557047] [FATAL] [sig ] PAI: No historical data fetched. [2025-10-09T22:50:06.557153] [WARN ] [sig ] [1515/2211] Failed PAI after 0.0s | 4.99 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.557239] [INFO ] [sig ] [1516/2211] Forecasting PAM... [2025-10-09T22:50:06.557295] [INFO ] [sig ] Generating forecast for: PAM [2025-10-09T22:50:06.557342] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAM' from 'https://tdm.silogroup.org/data/derivative_storage/PAM.csv'. [2025-10-09T22:50:06.561751] [WARN ] [REMOTE ] Historical data not found for symbol 'PAM' (404). [2025-10-09T22:50:06.561918] [FATAL] [sig ] PAM: No historical data fetched. [2025-10-09T22:50:06.561997] [WARN ] [sig ] [1516/2211] Failed PAM after 0.0s | 5.00 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.562061] [INFO ] [sig ] [1517/2211] Forecasting PAR... [2025-10-09T22:50:06.562099] [INFO ] [sig ] Generating forecast for: PAR [2025-10-09T22:50:06.562129] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAR' from 'https://tdm.silogroup.org/data/derivative_storage/PAR.csv'. [2025-10-09T22:50:06.565322] [WARN ] [REMOTE ] Historical data not found for symbol 'PAR' (404). [2025-10-09T22:50:06.565491] [FATAL] [sig ] PAR: No historical data fetched. [2025-10-09T22:50:06.565571] [WARN ] [sig ] [1517/2211] Failed PAR after 0.0s | 5.00 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.565637] [INFO ] [sig ] [1518/2211] Forecasting PARR... [2025-10-09T22:50:06.565712] [INFO ] [sig ] Generating forecast for: PARR [2025-10-09T22:50:06.565745] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PARR' from 'https://tdm.silogroup.org/data/derivative_storage/PARR.csv'. [2025-10-09T22:50:06.568919] [WARN ] [REMOTE ] Historical data not found for symbol 'PARR' (404). [2025-10-09T22:50:06.569082] [FATAL] [sig ] PARR: No historical data fetched. [2025-10-09T22:50:06.569162] [WARN ] [sig ] [1518/2211] Failed PARR after 0.0s | 5.00 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.569228] [INFO ] [sig ] [1519/2211] Forecasting PATH... [2025-10-09T22:50:06.569266] [INFO ] [sig ] Generating forecast for: PATH [2025-10-09T22:50:06.569295] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PATH' from 'https://tdm.silogroup.org/data/derivative_storage/PATH.csv'. [2025-10-09T22:50:06.572429] [WARN ] [REMOTE ] Historical data not found for symbol 'PATH' (404). [2025-10-09T22:50:06.572590] [FATAL] [sig ] PATH: No historical data fetched. [2025-10-09T22:50:06.572690] [WARN ] [sig ] [1519/2211] Failed PATH after 0.0s | 5.01 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.572756] [INFO ] [sig ] [1520/2211] Forecasting PAXS... [2025-10-09T22:50:06.572794] [INFO ] [sig ] Generating forecast for: PAXS [2025-10-09T22:50:06.572823] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAXS' from 'https://tdm.silogroup.org/data/derivative_storage/PAXS.csv'. [2025-10-09T22:50:06.576224] [WARN ] [REMOTE ] Historical data not found for symbol 'PAXS' (404). [2025-10-09T22:50:06.576391] [FATAL] [sig ] PAXS: No historical data fetched. [2025-10-09T22:50:06.576473] [WARN ] [sig ] [1520/2211] Failed PAXS after 0.0s | 5.01 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.576556] [INFO ] [sig ] [1521/2211] Forecasting PAY... [2025-10-09T22:50:06.576607] [INFO ] [sig ] Generating forecast for: PAY [2025-10-09T22:50:06.576657] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAY' from 'https://tdm.silogroup.org/data/derivative_storage/PAY.csv'. [2025-10-09T22:50:06.580086] [WARN ] [REMOTE ] Historical data not found for symbol 'PAY' (404). [2025-10-09T22:50:06.580253] [FATAL] [sig ] PAY: No historical data fetched. [2025-10-09T22:50:06.580334] [WARN ] [sig ] [1521/2211] Failed PAY after 0.0s | 5.01 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.580401] [INFO ] [sig ] [1522/2211] Forecasting PAYC... [2025-10-09T22:50:06.580438] [INFO ] [sig ] Generating forecast for: PAYC [2025-10-09T22:50:06.580467] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PAYC' from 'https://tdm.silogroup.org/data/derivative_storage/PAYC.csv'. [2025-10-09T22:50:06.583666] [WARN ] [REMOTE ] Historical data not found for symbol 'PAYC' (404). [2025-10-09T22:50:06.583832] [FATAL] [sig ] PAYC: No historical data fetched. [2025-10-09T22:50:06.583912] [WARN ] [sig ] [1522/2211] Failed PAYC after 0.0s | 5.02 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.583977] [INFO ] [sig ] [1523/2211] Forecasting PB... [2025-10-09T22:50:06.584014] [INFO ] [sig ] Generating forecast for: PB [2025-10-09T22:50:06.584043] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PB' from 'https://tdm.silogroup.org/data/derivative_storage/PB.csv'. [2025-10-09T22:50:06.587305] [WARN ] [REMOTE ] Historical data not found for symbol 'PB' (404). [2025-10-09T22:50:06.587484] [FATAL] [sig ] PB: No historical data fetched. [2025-10-09T22:50:06.587567] [WARN ] [sig ] [1523/2211] Failed PB after 0.0s | 5.02 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.587699] [INFO ] [sig ] [1524/2211] Forecasting PBA... [2025-10-09T22:50:06.587750] [INFO ] [sig ] Generating forecast for: PBA [2025-10-09T22:50:06.587784] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBA' from 'https://tdm.silogroup.org/data/derivative_storage/PBA.csv'. [2025-10-09T22:50:06.590996] [WARN ] [REMOTE ] Historical data not found for symbol 'PBA' (404). [2025-10-09T22:50:06.591163] [FATAL] [sig ] PBA: No historical data fetched. [2025-10-09T22:50:06.591242] [WARN ] [sig ] [1524/2211] Failed PBA after 0.0s | 5.02 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.591310] [INFO ] [sig ] [1525/2211] Forecasting PBF... [2025-10-09T22:50:06.591347] [INFO ] [sig ] Generating forecast for: PBF [2025-10-09T22:50:06.591375] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBF' from 'https://tdm.silogroup.org/data/derivative_storage/PBF.csv'. [2025-10-09T22:50:06.594612] [WARN ] [REMOTE ] Historical data not found for symbol 'PBF' (404). [2025-10-09T22:50:06.594796] [FATAL] [sig ] PBF: No historical data fetched. [2025-10-09T22:50:06.594876] [WARN ] [sig ] [1525/2211] Failed PBF after 0.0s | 5.03 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.594943] [INFO ] [sig ] [1526/2211] Forecasting PBH... [2025-10-09T22:50:06.594981] [INFO ] [sig ] Generating forecast for: PBH [2025-10-09T22:50:06.595010] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBH' from 'https://tdm.silogroup.org/data/derivative_storage/PBH.csv'. [2025-10-09T22:50:06.598217] [WARN ] [REMOTE ] Historical data not found for symbol 'PBH' (404). [2025-10-09T22:50:06.598385] [FATAL] [sig ] PBH: No historical data fetched. [2025-10-09T22:50:06.598466] [WARN ] [sig ] [1526/2211] Failed PBH after 0.0s | 5.03 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.598533] [INFO ] [sig ] [1527/2211] Forecasting PBI... [2025-10-09T22:50:06.598570] [INFO ] [sig ] Generating forecast for: PBI [2025-10-09T22:50:06.598599] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBI' from 'https://tdm.silogroup.org/data/derivative_storage/PBI.csv'. [2025-10-09T22:50:06.602296] [WARN ] [REMOTE ] Historical data not found for symbol 'PBI' (404). [2025-10-09T22:50:06.602512] [FATAL] [sig ] PBI: No historical data fetched. [2025-10-09T22:50:06.602597] [WARN ] [sig ] [1527/2211] Failed PBI after 0.0s | 5.03 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.602688] [INFO ] [sig ] [1528/2211] Forecasting PBR... [2025-10-09T22:50:06.602735] [INFO ] [sig ] Generating forecast for: PBR [2025-10-09T22:50:06.602767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBR' from 'https://tdm.silogroup.org/data/derivative_storage/PBR.csv'. [2025-10-09T22:50:06.606687] [WARN ] [REMOTE ] Historical data not found for symbol 'PBR' (404). [2025-10-09T22:50:06.606899] [FATAL] [sig ] PBR: No historical data fetched. [2025-10-09T22:50:06.606986] [WARN ] [sig ] [1528/2211] Failed PBR after 0.0s | 5.04 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.607053] [INFO ] [sig ] [1529/2211] Forecasting PBT... [2025-10-09T22:50:06.607094] [INFO ] [sig ] Generating forecast for: PBT [2025-10-09T22:50:06.607125] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PBT' from 'https://tdm.silogroup.org/data/derivative_storage/PBT.csv'. [2025-10-09T22:50:06.610735] [WARN ] [REMOTE ] Historical data not found for symbol 'PBT' (404). [2025-10-09T22:50:06.610905] [FATAL] [sig ] PBT: No historical data fetched. [2025-10-09T22:50:06.610985] [WARN ] [sig ] [1529/2211] Failed PBT after 0.0s | 5.04 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.611053] [INFO ] [sig ] [1530/2211] Forecasting PCF... [2025-10-09T22:50:06.611093] [INFO ] [sig ] Generating forecast for: PCF [2025-10-09T22:50:06.611123] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCF' from 'https://tdm.silogroup.org/data/derivative_storage/PCF.csv'. [2025-10-09T22:50:06.614459] [WARN ] [REMOTE ] Historical data not found for symbol 'PCF' (404). [2025-10-09T22:50:06.614629] [FATAL] [sig ] PCF: No historical data fetched. [2025-10-09T22:50:06.614728] [WARN ] [sig ] [1530/2211] Failed PCF after 0.0s | 5.04 sym/s | Total: 5.1m | ETA: 2.3m [2025-10-09T22:50:06.614796] [INFO ] [sig ] [1531/2211] Forecasting PCG... [2025-10-09T22:50:06.614834] [INFO ] [sig ] Generating forecast for: PCG [2025-10-09T22:50:06.614864] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCG' from 'https://tdm.silogroup.org/data/derivative_storage/PCG.csv'. [2025-10-09T22:50:06.618174] [WARN ] [REMOTE ] Historical data not found for symbol 'PCG' (404). [2025-10-09T22:50:06.618349] [FATAL] [sig ] PCG: No historical data fetched. [2025-10-09T22:50:06.618437] [WARN ] [sig ] [1531/2211] Failed PCG after 0.0s | 5.04 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.618492] [INFO ] [sig ] [1532/2211] Forecasting PCM... [2025-10-09T22:50:06.618523] [INFO ] [sig ] Generating forecast for: PCM [2025-10-09T22:50:06.618553] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCM' from 'https://tdm.silogroup.org/data/derivative_storage/PCM.csv'. [2025-10-09T22:50:06.622163] [WARN ] [REMOTE ] Historical data not found for symbol 'PCM' (404). [2025-10-09T22:50:06.622330] [FATAL] [sig ] PCM: No historical data fetched. [2025-10-09T22:50:06.622409] [WARN ] [sig ] [1532/2211] Failed PCM after 0.0s | 5.05 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.622462] [INFO ] [sig ] [1533/2211] Forecasting PCN... [2025-10-09T22:50:06.622491] [INFO ] [sig ] Generating forecast for: PCN [2025-10-09T22:50:06.622519] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCN' from 'https://tdm.silogroup.org/data/derivative_storage/PCN.csv'. [2025-10-09T22:50:06.625825] [WARN ] [REMOTE ] Historical data not found for symbol 'PCN' (404). [2025-10-09T22:50:06.626026] [FATAL] [sig ] PCN: No historical data fetched. [2025-10-09T22:50:06.626104] [WARN ] [sig ] [1533/2211] Failed PCN after 0.0s | 5.05 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.626185] [INFO ] [sig ] [1534/2211] Forecasting PCOR... [2025-10-09T22:50:06.626235] [INFO ] [sig ] Generating forecast for: PCOR [2025-10-09T22:50:06.626265] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCOR' from 'https://tdm.silogroup.org/data/derivative_storage/PCOR.csv'. [2025-10-09T22:50:06.629612] [WARN ] [REMOTE ] Historical data not found for symbol 'PCOR' (404). [2025-10-09T22:50:06.629797] [FATAL] [sig ] PCOR: No historical data fetched. [2025-10-09T22:50:06.629877] [WARN ] [sig ] [1534/2211] Failed PCOR after 0.0s | 5.05 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.629927] [INFO ] [sig ] [1535/2211] Forecasting PCQ... [2025-10-09T22:50:06.629956] [INFO ] [sig ] Generating forecast for: PCQ [2025-10-09T22:50:06.629984] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PCQ' from 'https://tdm.silogroup.org/data/derivative_storage/PCQ.csv'. [2025-10-09T22:50:06.633139] [WARN ] [REMOTE ] Historical data not found for symbol 'PCQ' (404). [2025-10-09T22:50:06.633300] [FATAL] [sig ] PCQ: No historical data fetched. [2025-10-09T22:50:06.633378] [WARN ] [sig ] [1535/2211] Failed PCQ after 0.0s | 5.06 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.633433] [INFO ] [sig ] [1536/2211] Forecasting PD... [2025-10-09T22:50:06.633462] [INFO ] [sig ] Generating forecast for: PD [2025-10-09T22:50:06.633490] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PD' from 'https://tdm.silogroup.org/data/derivative_storage/PD.csv'. [2025-10-09T22:50:06.636693] [WARN ] [REMOTE ] Historical data not found for symbol 'PD' (404). [2025-10-09T22:50:06.636861] [FATAL] [sig ] PD: No historical data fetched. [2025-10-09T22:50:06.636939] [WARN ] [sig ] [1536/2211] Failed PD after 0.0s | 5.06 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.636990] [INFO ] [sig ] [1537/2211] Forecasting PDI... [2025-10-09T22:50:06.637020] [INFO ] [sig ] Generating forecast for: PDI [2025-10-09T22:50:06.637049] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDI' from 'https://tdm.silogroup.org/data/derivative_storage/PDI.csv'. [2025-10-09T22:50:06.640355] [WARN ] [REMOTE ] Historical data not found for symbol 'PDI' (404). [2025-10-09T22:50:06.640530] [FATAL] [sig ] PDI: No historical data fetched. [2025-10-09T22:50:06.640609] [WARN ] [sig ] [1537/2211] Failed PDI after 0.0s | 5.06 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.640699] [INFO ] [sig ] [1538/2211] Forecasting PDM... [2025-10-09T22:50:06.640743] [INFO ] [sig ] Generating forecast for: PDM [2025-10-09T22:50:06.640773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDM' from 'https://tdm.silogroup.org/data/derivative_storage/PDM.csv'. [2025-10-09T22:50:06.644058] [WARN ] [REMOTE ] Historical data not found for symbol 'PDM' (404). [2025-10-09T22:50:06.644247] [FATAL] [sig ] PDM: No historical data fetched. [2025-10-09T22:50:06.644330] [WARN ] [sig ] [1538/2211] Failed PDM after 0.0s | 5.07 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.644398] [INFO ] [sig ] [1539/2211] Forecasting PDO... [2025-10-09T22:50:06.644437] [INFO ] [sig ] Generating forecast for: PDO [2025-10-09T22:50:06.644467] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDO' from 'https://tdm.silogroup.org/data/derivative_storage/PDO.csv'. [2025-10-09T22:50:06.647772] [WARN ] [REMOTE ] Historical data not found for symbol 'PDO' (404). [2025-10-09T22:50:06.647940] [FATAL] [sig ] PDO: No historical data fetched. [2025-10-09T22:50:06.648020] [WARN ] [sig ] [1539/2211] Failed PDO after 0.0s | 5.07 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.648088] [INFO ] [sig ] [1540/2211] Forecasting PDS... [2025-10-09T22:50:06.648126] [INFO ] [sig ] Generating forecast for: PDS [2025-10-09T22:50:06.648155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDS' from 'https://tdm.silogroup.org/data/derivative_storage/PDS.csv'. [2025-10-09T22:50:06.651313] [WARN ] [REMOTE ] Historical data not found for symbol 'PDS' (404). [2025-10-09T22:50:06.651505] [FATAL] [sig ] PDS: No historical data fetched. [2025-10-09T22:50:06.651587] [WARN ] [sig ] [1540/2211] Failed PDS after 0.0s | 5.07 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.651678] [INFO ] [sig ] [1541/2211] Forecasting PDT... [2025-10-09T22:50:06.651728] [INFO ] [sig ] Generating forecast for: PDT [2025-10-09T22:50:06.651760] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDT' from 'https://tdm.silogroup.org/data/derivative_storage/PDT.csv'. [2025-10-09T22:50:06.654933] [WARN ] [REMOTE ] Historical data not found for symbol 'PDT' (404). [2025-10-09T22:50:06.655098] [FATAL] [sig ] PDT: No historical data fetched. [2025-10-09T22:50:06.655177] [WARN ] [sig ] [1541/2211] Failed PDT after 0.0s | 5.08 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.655243] [INFO ] [sig ] [1542/2211] Forecasting PDX... [2025-10-09T22:50:06.655281] [INFO ] [sig ] Generating forecast for: PDX [2025-10-09T22:50:06.655310] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PDX' from 'https://tdm.silogroup.org/data/derivative_storage/PDX.csv'. [2025-10-09T22:50:06.658500] [WARN ] [REMOTE ] Historical data not found for symbol 'PDX' (404). [2025-10-09T22:50:06.658687] [FATAL] [sig ] PDX: No historical data fetched. [2025-10-09T22:50:06.658768] [WARN ] [sig ] [1542/2211] Failed PDX after 0.0s | 5.08 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.658835] [INFO ] [sig ] [1543/2211] Forecasting PEB... [2025-10-09T22:50:06.658874] [INFO ] [sig ] Generating forecast for: PEB [2025-10-09T22:50:06.658903] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEB' from 'https://tdm.silogroup.org/data/derivative_storage/PEB.csv'. [2025-10-09T22:50:06.662056] [WARN ] [REMOTE ] Historical data not found for symbol 'PEB' (404). [2025-10-09T22:50:06.662223] [FATAL] [sig ] PEB: No historical data fetched. [2025-10-09T22:50:06.662305] [WARN ] [sig ] [1543/2211] Failed PEB after 0.0s | 5.08 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.662370] [INFO ] [sig ] [1544/2211] Forecasting PEG... [2025-10-09T22:50:06.662410] [INFO ] [sig ] Generating forecast for: PEG [2025-10-09T22:50:06.662442] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEG' from 'https://tdm.silogroup.org/data/derivative_storage/PEG.csv'. [2025-10-09T22:50:06.665703] [WARN ] [REMOTE ] Historical data not found for symbol 'PEG' (404). [2025-10-09T22:50:06.665868] [FATAL] [sig ] PEG: No historical data fetched. [2025-10-09T22:50:06.665947] [WARN ] [sig ] [1544/2211] Failed PEG after 0.0s | 5.09 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.666012] [INFO ] [sig ] [1545/2211] Forecasting PEN... [2025-10-09T22:50:06.666050] [INFO ] [sig ] Generating forecast for: PEN [2025-10-09T22:50:06.666079] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEN' from 'https://tdm.silogroup.org/data/derivative_storage/PEN.csv'. [2025-10-09T22:50:06.669268] [WARN ] [REMOTE ] Historical data not found for symbol 'PEN' (404). [2025-10-09T22:50:06.669436] [FATAL] [sig ] PEN: No historical data fetched. [2025-10-09T22:50:06.669518] [WARN ] [sig ] [1545/2211] Failed PEN after 0.0s | 5.09 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.669585] [INFO ] [sig ] [1546/2211] Forecasting PEO... [2025-10-09T22:50:06.669623] [INFO ] [sig ] Generating forecast for: PEO [2025-10-09T22:50:06.669683] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PEO' from 'https://tdm.silogroup.org/data/derivative_storage/PEO.csv'. [2025-10-09T22:50:06.672938] [WARN ] [REMOTE ] Historical data not found for symbol 'PEO' (404). [2025-10-09T22:50:06.673105] [FATAL] [sig ] PEO: No historical data fetched. [2025-10-09T22:50:06.673185] [WARN ] [sig ] [1546/2211] Failed PEO after 0.0s | 5.09 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.673252] [INFO ] [sig ] [1547/2211] Forecasting PERF... [2025-10-09T22:50:06.673316] [INFO ] [sig ] Generating forecast for: PERF [2025-10-09T22:50:06.673369] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PERF' from 'https://tdm.silogroup.org/data/derivative_storage/PERF.csv'. [2025-10-09T22:50:06.676546] [WARN ] [REMOTE ] Historical data not found for symbol 'PERF' (404). [2025-10-09T22:50:06.676731] [FATAL] [sig ] PERF: No historical data fetched. [2025-10-09T22:50:06.676810] [WARN ] [sig ] [1547/2211] Failed PERF after 0.0s | 5.10 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.676877] [INFO ] [sig ] [1548/2211] Forecasting PFD... [2025-10-09T22:50:06.676914] [INFO ] [sig ] Generating forecast for: PFD [2025-10-09T22:50:06.676944] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFD' from 'https://tdm.silogroup.org/data/derivative_storage/PFD.csv'. [2025-10-09T22:50:06.680089] [WARN ] [REMOTE ] Historical data not found for symbol 'PFD' (404). [2025-10-09T22:50:06.680254] [FATAL] [sig ] PFD: No historical data fetched. [2025-10-09T22:50:06.680335] [WARN ] [sig ] [1548/2211] Failed PFD after 0.0s | 5.10 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.680403] [INFO ] [sig ] [1549/2211] Forecasting PFE... [2025-10-09T22:50:06.680442] [INFO ] [sig ] Generating forecast for: PFE [2025-10-09T22:50:06.680471] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFE' from 'https://tdm.silogroup.org/data/derivative_storage/PFE.csv'. [2025-10-09T22:50:06.683716] [WARN ] [REMOTE ] Historical data not found for symbol 'PFE' (404). [2025-10-09T22:50:06.683882] [FATAL] [sig ] PFE: No historical data fetched. [2025-10-09T22:50:06.683961] [WARN ] [sig ] [1549/2211] Failed PFE after 0.0s | 5.10 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.684027] [INFO ] [sig ] [1550/2211] Forecasting PFGC... [2025-10-09T22:50:06.684066] [INFO ] [sig ] Generating forecast for: PFGC [2025-10-09T22:50:06.684096] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFGC' from 'https://tdm.silogroup.org/data/derivative_storage/PFGC.csv'. [2025-10-09T22:50:06.687526] [WARN ] [REMOTE ] Historical data not found for symbol 'PFGC' (404). [2025-10-09T22:50:06.687743] [FATAL] [sig ] PFGC: No historical data fetched. [2025-10-09T22:50:06.687826] [WARN ] [sig ] [1550/2211] Failed PFGC after 0.0s | 5.11 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.687894] [INFO ] [sig ] [1551/2211] Forecasting PFH... [2025-10-09T22:50:06.687933] [INFO ] [sig ] Generating forecast for: PFH [2025-10-09T22:50:06.687962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFH' from 'https://tdm.silogroup.org/data/derivative_storage/PFH.csv'. [2025-10-09T22:50:06.691246] [WARN ] [REMOTE ] Historical data not found for symbol 'PFH' (404). [2025-10-09T22:50:06.691421] [FATAL] [sig ] PFH: No historical data fetched. [2025-10-09T22:50:06.691521] [WARN ] [sig ] [1551/2211] Failed PFH after 0.0s | 5.11 sym/s | Total: 5.1m | ETA: 2.2m [2025-10-09T22:50:06.691591] [INFO ] [sig ] [1552/2211] Forecasting PFL... [2025-10-09T22:50:06.691630] [INFO ] [sig ] Generating forecast for: PFL [2025-10-09T22:50:06.691699] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFL' from 'https://tdm.silogroup.org/data/derivative_storage/PFL.csv'. [2025-10-09T22:50:06.694933] [WARN ] [REMOTE ] Historical data not found for symbol 'PFL' (404). [2025-10-09T22:50:06.695099] [FATAL] [sig ] PFL: No historical data fetched. [2025-10-09T22:50:06.695180] [WARN ] [sig ] [1552/2211] Failed PFL after 0.0s | 5.11 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.695248] [INFO ] [sig ] [1553/2211] Forecasting PFLT... [2025-10-09T22:50:06.695287] [INFO ] [sig ] Generating forecast for: PFLT [2025-10-09T22:50:06.695317] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFLT' from 'https://tdm.silogroup.org/data/derivative_storage/PFLT.csv'. [2025-10-09T22:50:06.698730] [WARN ] [REMOTE ] Historical data not found for symbol 'PFLT' (404). [2025-10-09T22:50:06.698907] [FATAL] [sig ] PFLT: No historical data fetched. [2025-10-09T22:50:06.698987] [WARN ] [sig ] [1553/2211] Failed PFLT after 0.0s | 5.12 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.699052] [INFO ] [sig ] [1554/2211] Forecasting PFN... [2025-10-09T22:50:06.699090] [INFO ] [sig ] Generating forecast for: PFN [2025-10-09T22:50:06.699119] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFN' from 'https://tdm.silogroup.org/data/derivative_storage/PFN.csv'. [2025-10-09T22:50:06.702317] [WARN ] [REMOTE ] Historical data not found for symbol 'PFN' (404). [2025-10-09T22:50:06.702488] [FATAL] [sig ] PFN: No historical data fetched. [2025-10-09T22:50:06.702571] [WARN ] [sig ] [1554/2211] Failed PFN after 0.0s | 5.12 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.702639] [INFO ] [sig ] [1555/2211] Forecasting PFO... [2025-10-09T22:50:06.702717] [INFO ] [sig ] Generating forecast for: PFO [2025-10-09T22:50:06.702750] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFO' from 'https://tdm.silogroup.org/data/derivative_storage/PFO.csv'. [2025-10-09T22:50:06.706059] [WARN ] [REMOTE ] Historical data not found for symbol 'PFO' (404). [2025-10-09T22:50:06.706235] [FATAL] [sig ] PFO: No historical data fetched. [2025-10-09T22:50:06.706317] [WARN ] [sig ] [1555/2211] Failed PFO after 0.0s | 5.12 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.706394] [INFO ] [sig ] [1556/2211] Forecasting PFS... [2025-10-09T22:50:06.706441] [INFO ] [sig ] Generating forecast for: PFS [2025-10-09T22:50:06.706472] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFS' from 'https://tdm.silogroup.org/data/derivative_storage/PFS.csv'. [2025-10-09T22:50:06.709741] [WARN ] [REMOTE ] Historical data not found for symbol 'PFS' (404). [2025-10-09T22:50:06.709908] [FATAL] [sig ] PFS: No historical data fetched. [2025-10-09T22:50:06.709988] [WARN ] [sig ] [1556/2211] Failed PFS after 0.0s | 5.13 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.710053] [INFO ] [sig ] [1557/2211] Forecasting PFSI... [2025-10-09T22:50:06.710092] [INFO ] [sig ] Generating forecast for: PFSI [2025-10-09T22:50:06.710121] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PFSI' from 'https://tdm.silogroup.org/data/derivative_storage/PFSI.csv'. [2025-10-09T22:50:06.713296] [WARN ] [REMOTE ] Historical data not found for symbol 'PFSI' (404). [2025-10-09T22:50:06.713460] [FATAL] [sig ] PFSI: No historical data fetched. [2025-10-09T22:50:06.713542] [WARN ] [sig ] [1557/2211] Failed PFSI after 0.0s | 5.13 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.713610] [INFO ] [sig ] [1558/2211] Forecasting PG... [2025-10-09T22:50:06.713674] [INFO ] [sig ] Generating forecast for: PG [2025-10-09T22:50:06.713725] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PG' from 'https://tdm.silogroup.org/data/derivative_storage/PG.csv'. [2025-10-09T22:50:06.716853] [WARN ] [REMOTE ] Historical data not found for symbol 'PG' (404). [2025-10-09T22:50:06.717019] [FATAL] [sig ] PG: No historical data fetched. [2025-10-09T22:50:06.717099] [WARN ] [sig ] [1558/2211] Failed PG after 0.0s | 5.13 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.717166] [INFO ] [sig ] [1559/2211] Forecasting PGP... [2025-10-09T22:50:06.717205] [INFO ] [sig ] Generating forecast for: PGP [2025-10-09T22:50:06.717235] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGP' from 'https://tdm.silogroup.org/data/derivative_storage/PGP.csv'. [2025-10-09T22:50:06.720536] [WARN ] [REMOTE ] Historical data not found for symbol 'PGP' (404). [2025-10-09T22:50:06.720719] [FATAL] [sig ] PGP: No historical data fetched. [2025-10-09T22:50:06.720798] [WARN ] [sig ] [1559/2211] Failed PGP after 0.0s | 5.14 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.720866] [INFO ] [sig ] [1560/2211] Forecasting PGR... [2025-10-09T22:50:06.720904] [INFO ] [sig ] Generating forecast for: PGR [2025-10-09T22:50:06.720944] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGR' from 'https://tdm.silogroup.org/data/derivative_storage/PGR.csv'. [2025-10-09T22:50:06.724101] [WARN ] [REMOTE ] Historical data not found for symbol 'PGR' (404). [2025-10-09T22:50:06.724267] [FATAL] [sig ] PGR: No historical data fetched. [2025-10-09T22:50:06.724351] [WARN ] [sig ] [1560/2211] Failed PGR after 0.0s | 5.14 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.724427] [INFO ] [sig ] [1561/2211] Forecasting PGRE... [2025-10-09T22:50:06.724467] [INFO ] [sig ] Generating forecast for: PGRE [2025-10-09T22:50:06.724496] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGRE' from 'https://tdm.silogroup.org/data/derivative_storage/PGRE.csv'. [2025-10-09T22:50:06.727798] [WARN ] [REMOTE ] Historical data not found for symbol 'PGRE' (404). [2025-10-09T22:50:06.727971] [FATAL] [sig ] PGRE: No historical data fetched. [2025-10-09T22:50:06.728049] [WARN ] [sig ] [1561/2211] Failed PGRE after 0.0s | 5.14 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.728115] [INFO ] [sig ] [1562/2211] Forecasting PGZ... [2025-10-09T22:50:06.728153] [INFO ] [sig ] Generating forecast for: PGZ [2025-10-09T22:50:06.728183] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PGZ' from 'https://tdm.silogroup.org/data/derivative_storage/PGZ.csv'. [2025-10-09T22:50:06.731437] [WARN ] [REMOTE ] Historical data not found for symbol 'PGZ' (404). [2025-10-09T22:50:06.731627] [FATAL] [sig ] PGZ: No historical data fetched. [2025-10-09T22:50:06.731729] [WARN ] [sig ] [1562/2211] Failed PGZ after 0.0s | 5.14 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.731796] [INFO ] [sig ] [1563/2211] Forecasting PH... [2025-10-09T22:50:06.731835] [INFO ] [sig ] Generating forecast for: PH [2025-10-09T22:50:06.731865] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PH' from 'https://tdm.silogroup.org/data/derivative_storage/PH.csv'. [2025-10-09T22:50:06.735006] [WARN ] [REMOTE ] Historical data not found for symbol 'PH' (404). [2025-10-09T22:50:06.735184] [FATAL] [sig ] PH: No historical data fetched. [2025-10-09T22:50:06.735265] [WARN ] [sig ] [1563/2211] Failed PH after 0.0s | 5.15 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.735333] [INFO ] [sig ] [1564/2211] Forecasting PHD... [2025-10-09T22:50:06.735378] [INFO ] [sig ] Generating forecast for: PHD [2025-10-09T22:50:06.735414] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHD' from 'https://tdm.silogroup.org/data/derivative_storage/PHD.csv'. [2025-10-09T22:50:06.738761] [WARN ] [REMOTE ] Historical data not found for symbol 'PHD' (404). [2025-10-09T22:50:06.738927] [FATAL] [sig ] PHD: No historical data fetched. [2025-10-09T22:50:06.739005] [WARN ] [sig ] [1564/2211] Failed PHD after 0.0s | 5.15 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.739070] [INFO ] [sig ] [1565/2211] Forecasting PHG... [2025-10-09T22:50:06.739109] [INFO ] [sig ] Generating forecast for: PHG [2025-10-09T22:50:06.739139] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHG' from 'https://tdm.silogroup.org/data/derivative_storage/PHG.csv'. [2025-10-09T22:50:06.742286] [WARN ] [REMOTE ] Historical data not found for symbol 'PHG' (404). [2025-10-09T22:50:06.742457] [FATAL] [sig ] PHG: No historical data fetched. [2025-10-09T22:50:06.742538] [WARN ] [sig ] [1565/2211] Failed PHG after 0.0s | 5.15 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.742605] [INFO ] [sig ] [1566/2211] Forecasting PHI... [2025-10-09T22:50:06.742666] [INFO ] [sig ] Generating forecast for: PHI [2025-10-09T22:50:06.742719] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHI' from 'https://tdm.silogroup.org/data/derivative_storage/PHI.csv'. [2025-10-09T22:50:06.745956] [WARN ] [REMOTE ] Historical data not found for symbol 'PHI' (404). [2025-10-09T22:50:06.746119] [FATAL] [sig ] PHI: No historical data fetched. [2025-10-09T22:50:06.746209] [WARN ] [sig ] [1566/2211] Failed PHI after 0.0s | 5.16 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.746275] [INFO ] [sig ] [1567/2211] Forecasting PHIN... [2025-10-09T22:50:06.746313] [INFO ] [sig ] Generating forecast for: PHIN [2025-10-09T22:50:06.746342] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHIN' from 'https://tdm.silogroup.org/data/derivative_storage/PHIN.csv'. [2025-10-09T22:50:06.749605] [WARN ] [REMOTE ] Historical data not found for symbol 'PHIN' (404). [2025-10-09T22:50:06.749794] [FATAL] [sig ] PHIN: No historical data fetched. [2025-10-09T22:50:06.749876] [WARN ] [sig ] [1567/2211] Failed PHIN after 0.0s | 5.16 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.749944] [INFO ] [sig ] [1568/2211] Forecasting PHK... [2025-10-09T22:50:06.749984] [INFO ] [sig ] Generating forecast for: PHK [2025-10-09T22:50:06.750014] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHK' from 'https://tdm.silogroup.org/data/derivative_storage/PHK.csv'. [2025-10-09T22:50:06.753145] [WARN ] [REMOTE ] Historical data not found for symbol 'PHK' (404). [2025-10-09T22:50:06.753309] [FATAL] [sig ] PHK: No historical data fetched. [2025-10-09T22:50:06.753391] [WARN ] [sig ] [1568/2211] Failed PHK after 0.0s | 5.16 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.753458] [INFO ] [sig ] [1569/2211] Forecasting PHM... [2025-10-09T22:50:06.753497] [INFO ] [sig ] Generating forecast for: PHM [2025-10-09T22:50:06.753525] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHM' from 'https://tdm.silogroup.org/data/derivative_storage/PHM.csv'. [2025-10-09T22:50:06.756771] [WARN ] [REMOTE ] Historical data not found for symbol 'PHM' (404). [2025-10-09T22:50:06.756934] [FATAL] [sig ] PHM: No historical data fetched. [2025-10-09T22:50:06.757012] [WARN ] [sig ] [1569/2211] Failed PHM after 0.0s | 5.17 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.757076] [INFO ] [sig ] [1570/2211] Forecasting PHR... [2025-10-09T22:50:06.757114] [INFO ] [sig ] Generating forecast for: PHR [2025-10-09T22:50:06.757143] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PHR' from 'https://tdm.silogroup.org/data/derivative_storage/PHR.csv'. [2025-10-09T22:50:06.760380] [WARN ] [REMOTE ] Historical data not found for symbol 'PHR' (404). [2025-10-09T22:50:06.760546] [FATAL] [sig ] PHR: No historical data fetched. [2025-10-09T22:50:06.760628] [WARN ] [sig ] [1570/2211] Failed PHR after 0.0s | 5.17 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.760714] [INFO ] [sig ] [1571/2211] Forecasting PII... [2025-10-09T22:50:06.760752] [INFO ] [sig ] Generating forecast for: PII [2025-10-09T22:50:06.760781] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PII' from 'https://tdm.silogroup.org/data/derivative_storage/PII.csv'. [2025-10-09T22:50:06.763962] [WARN ] [REMOTE ] Historical data not found for symbol 'PII' (404). [2025-10-09T22:50:06.764127] [FATAL] [sig ] PII: No historical data fetched. [2025-10-09T22:50:06.764209] [WARN ] [sig ] [1571/2211] Failed PII after 0.0s | 5.17 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.764276] [INFO ] [sig ] [1572/2211] Forecasting PIM... [2025-10-09T22:50:06.764315] [INFO ] [sig ] Generating forecast for: PIM [2025-10-09T22:50:06.764343] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PIM' from 'https://tdm.silogroup.org/data/derivative_storage/PIM.csv'. [2025-10-09T22:50:06.767549] [WARN ] [REMOTE ] Historical data not found for symbol 'PIM' (404). [2025-10-09T22:50:06.767767] [FATAL] [sig ] PIM: No historical data fetched. [2025-10-09T22:50:06.767851] [WARN ] [sig ] [1572/2211] Failed PIM after 0.0s | 5.18 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.767916] [INFO ] [sig ] [1573/2211] Forecasting PINE... [2025-10-09T22:50:06.767955] [INFO ] [sig ] Generating forecast for: PINE [2025-10-09T22:50:06.767983] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PINE' from 'https://tdm.silogroup.org/data/derivative_storage/PINE.csv'. [2025-10-09T22:50:06.771232] [WARN ] [REMOTE ] Historical data not found for symbol 'PINE' (404). [2025-10-09T22:50:06.771396] [FATAL] [sig ] PINE: No historical data fetched. [2025-10-09T22:50:06.771482] [WARN ] [sig ] [1573/2211] Failed PINE after 0.0s | 5.18 sym/s | Total: 5.1m | ETA: 2.1m [2025-10-09T22:50:06.771550] [INFO ] [sig ] [1574/2211] Forecasting PINS... [2025-10-09T22:50:06.771589] [INFO ] [sig ] Generating forecast for: PINS [2025-10-09T22:50:06.771617] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PINS' from 'https://tdm.silogroup.org/data/derivative_storage/PINS.csv'. [2025-10-09T22:50:06.774828] [WARN ] [REMOTE ] Historical data not found for symbol 'PINS' (404). [2025-10-09T22:50:06.774993] [FATAL] [sig ] PINS: No historical data fetched. [2025-10-09T22:50:06.775074] [WARN ] [sig ] [1574/2211] Failed PINS after 0.0s | 5.18 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.775142] [INFO ] [sig ] [1575/2211] Forecasting PIPR... [2025-10-09T22:50:06.775181] [INFO ] [sig ] Generating forecast for: PIPR [2025-10-09T22:50:06.775210] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PIPR' from 'https://tdm.silogroup.org/data/derivative_storage/PIPR.csv'. [2025-10-09T22:50:06.778589] [WARN ] [REMOTE ] Historical data not found for symbol 'PIPR' (404). [2025-10-09T22:50:06.778777] [FATAL] [sig ] PIPR: No historical data fetched. [2025-10-09T22:50:06.778858] [WARN ] [sig ] [1575/2211] Failed PIPR after 0.0s | 5.19 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.778924] [INFO ] [sig ] [1576/2211] Forecasting PJT... [2025-10-09T22:50:06.778961] [INFO ] [sig ] Generating forecast for: PJT [2025-10-09T22:50:06.778990] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PJT' from 'https://tdm.silogroup.org/data/derivative_storage/PJT.csv'. [2025-10-09T22:50:06.782209] [WARN ] [REMOTE ] Historical data not found for symbol 'PJT' (404). [2025-10-09T22:50:06.782372] [FATAL] [sig ] PJT: No historical data fetched. [2025-10-09T22:50:06.782452] [WARN ] [sig ] [1576/2211] Failed PJT after 0.0s | 5.19 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.782520] [INFO ] [sig ] [1577/2211] Forecasting PK... [2025-10-09T22:50:06.782558] [INFO ] [sig ] Generating forecast for: PK [2025-10-09T22:50:06.782587] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PK' from 'https://tdm.silogroup.org/data/derivative_storage/PK.csv'. [2025-10-09T22:50:06.785747] [WARN ] [REMOTE ] Historical data not found for symbol 'PK' (404). [2025-10-09T22:50:06.785909] [FATAL] [sig ] PK: No historical data fetched. [2025-10-09T22:50:06.785987] [WARN ] [sig ] [1577/2211] Failed PK after 0.0s | 5.19 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.786038] [INFO ] [sig ] [1578/2211] Forecasting PKE... [2025-10-09T22:50:06.786068] [INFO ] [sig ] Generating forecast for: PKE [2025-10-09T22:50:06.786096] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKE' from 'https://tdm.silogroup.org/data/derivative_storage/PKE.csv'. [2025-10-09T22:50:06.789462] [WARN ] [REMOTE ] Historical data not found for symbol 'PKE' (404). [2025-10-09T22:50:06.789631] [FATAL] [sig ] PKE: No historical data fetched. [2025-10-09T22:50:06.789735] [WARN ] [sig ] [1578/2211] Failed PKE after 0.0s | 5.20 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.789802] [INFO ] [sig ] [1579/2211] Forecasting PKG... [2025-10-09T22:50:06.789841] [INFO ] [sig ] Generating forecast for: PKG [2025-10-09T22:50:06.789871] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKG' from 'https://tdm.silogroup.org/data/derivative_storage/PKG.csv'. [2025-10-09T22:50:06.793069] [WARN ] [REMOTE ] Historical data not found for symbol 'PKG' (404). [2025-10-09T22:50:06.793234] [FATAL] [sig ] PKG: No historical data fetched. [2025-10-09T22:50:06.793316] [WARN ] [sig ] [1579/2211] Failed PKG after 0.0s | 5.20 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.793423] [INFO ] [sig ] [1580/2211] Forecasting PKST... [2025-10-09T22:50:06.793486] [INFO ] [sig ] Generating forecast for: PKST [2025-10-09T22:50:06.793524] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKST' from 'https://tdm.silogroup.org/data/derivative_storage/PKST.csv'. [2025-10-09T22:50:06.796784] [WARN ] [REMOTE ] Historical data not found for symbol 'PKST' (404). [2025-10-09T22:50:06.796951] [FATAL] [sig ] PKST: No historical data fetched. [2025-10-09T22:50:06.797032] [WARN ] [sig ] [1580/2211] Failed PKST after 0.0s | 5.20 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.797100] [INFO ] [sig ] [1581/2211] Forecasting PKX... [2025-10-09T22:50:06.797138] [INFO ] [sig ] Generating forecast for: PKX [2025-10-09T22:50:06.797168] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PKX' from 'https://tdm.silogroup.org/data/derivative_storage/PKX.csv'. [2025-10-09T22:50:06.800531] [WARN ] [REMOTE ] Historical data not found for symbol 'PKX' (404). [2025-10-09T22:50:06.800732] [FATAL] [sig ] PKX: No historical data fetched. [2025-10-09T22:50:06.800816] [WARN ] [sig ] [1581/2211] Failed PKX after 0.0s | 5.21 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.800885] [INFO ] [sig ] [1582/2211] Forecasting PL... [2025-10-09T22:50:06.800924] [INFO ] [sig ] Generating forecast for: PL [2025-10-09T22:50:06.800954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PL' from 'https://tdm.silogroup.org/data/derivative_storage/PL.csv'. [2025-10-09T22:50:06.804295] [WARN ] [REMOTE ] Historical data not found for symbol 'PL' (404). [2025-10-09T22:50:06.804471] [FATAL] [sig ] PL: No historical data fetched. [2025-10-09T22:50:06.804551] [WARN ] [sig ] [1582/2211] Failed PL after 0.0s | 5.21 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.804618] [INFO ] [sig ] [1583/2211] Forecasting PLD... [2025-10-09T22:50:06.804689] [INFO ] [sig ] Generating forecast for: PLD [2025-10-09T22:50:06.804735] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLD' from 'https://tdm.silogroup.org/data/derivative_storage/PLD.csv'. [2025-10-09T22:50:06.808001] [WARN ] [REMOTE ] Historical data not found for symbol 'PLD' (404). [2025-10-09T22:50:06.808170] [FATAL] [sig ] PLD: No historical data fetched. [2025-10-09T22:50:06.808247] [WARN ] [sig ] [1583/2211] Failed PLD after 0.0s | 5.21 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.808297] [INFO ] [sig ] [1584/2211] Forecasting PLNT... [2025-10-09T22:50:06.808327] [INFO ] [sig ] Generating forecast for: PLNT [2025-10-09T22:50:06.808354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLNT' from 'https://tdm.silogroup.org/data/derivative_storage/PLNT.csv'. [2025-10-09T22:50:06.812149] [WARN ] [REMOTE ] Historical data not found for symbol 'PLNT' (404). [2025-10-09T22:50:06.812318] [FATAL] [sig ] PLNT: No historical data fetched. [2025-10-09T22:50:06.812410] [WARN ] [sig ] [1584/2211] Failed PLNT after 0.0s | 5.22 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.812500] [INFO ] [sig ] [1585/2211] Forecasting PLOW... [2025-10-09T22:50:06.812547] [INFO ] [sig ] Generating forecast for: PLOW [2025-10-09T22:50:06.812583] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLOW' from 'https://tdm.silogroup.org/data/derivative_storage/PLOW.csv'. [2025-10-09T22:50:06.816185] [WARN ] [REMOTE ] Historical data not found for symbol 'PLOW' (404). [2025-10-09T22:50:06.816351] [FATAL] [sig ] PLOW: No historical data fetched. [2025-10-09T22:50:06.816437] [WARN ] [sig ] [1585/2211] Failed PLOW after 0.0s | 5.22 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.816506] [INFO ] [sig ] [1586/2211] Forecasting PLYM... [2025-10-09T22:50:06.816544] [INFO ] [sig ] Generating forecast for: PLYM [2025-10-09T22:50:06.816572] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PLYM' from 'https://tdm.silogroup.org/data/derivative_storage/PLYM.csv'. [2025-10-09T22:50:06.819898] [WARN ] [REMOTE ] Historical data not found for symbol 'PLYM' (404). [2025-10-09T22:50:06.820065] [FATAL] [sig ] PLYM: No historical data fetched. [2025-10-09T22:50:06.820147] [WARN ] [sig ] [1586/2211] Failed PLYM after 0.0s | 5.22 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.820230] [INFO ] [sig ] [1587/2211] Forecasting PM... [2025-10-09T22:50:06.820282] [INFO ] [sig ] Generating forecast for: PM [2025-10-09T22:50:06.820315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PM' from 'https://tdm.silogroup.org/data/derivative_storage/PM.csv'. [2025-10-09T22:50:06.823631] [WARN ] [REMOTE ] Historical data not found for symbol 'PM' (404). [2025-10-09T22:50:06.823829] [FATAL] [sig ] PM: No historical data fetched. [2025-10-09T22:50:06.823908] [WARN ] [sig ] [1587/2211] Failed PM after 0.0s | 5.23 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.823959] [INFO ] [sig ] [1588/2211] Forecasting PML... [2025-10-09T22:50:06.823991] [INFO ] [sig ] Generating forecast for: PML [2025-10-09T22:50:06.824020] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PML' from 'https://tdm.silogroup.org/data/derivative_storage/PML.csv'. [2025-10-09T22:50:06.827229] [WARN ] [REMOTE ] Historical data not found for symbol 'PML' (404). [2025-10-09T22:50:06.827397] [FATAL] [sig ] PML: No historical data fetched. [2025-10-09T22:50:06.827478] [WARN ] [sig ] [1588/2211] Failed PML after 0.0s | 5.23 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.827530] [INFO ] [sig ] [1589/2211] Forecasting PMM... [2025-10-09T22:50:06.827560] [INFO ] [sig ] Generating forecast for: PMM [2025-10-09T22:50:06.827615] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PMM' from 'https://tdm.silogroup.org/data/derivative_storage/PMM.csv'. [2025-10-09T22:50:06.830966] [WARN ] [REMOTE ] Historical data not found for symbol 'PMM' (404). [2025-10-09T22:50:06.831134] [FATAL] [sig ] PMM: No historical data fetched. [2025-10-09T22:50:06.831216] [WARN ] [sig ] [1589/2211] Failed PMM after 0.0s | 5.23 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.831284] [INFO ] [sig ] [1590/2211] Forecasting PMO... [2025-10-09T22:50:06.831323] [INFO ] [sig ] Generating forecast for: PMO [2025-10-09T22:50:06.831351] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PMO' from 'https://tdm.silogroup.org/data/derivative_storage/PMO.csv'. [2025-10-09T22:50:06.834587] [WARN ] [REMOTE ] Historical data not found for symbol 'PMO' (404). [2025-10-09T22:50:06.834774] [FATAL] [sig ] PMO: No historical data fetched. [2025-10-09T22:50:06.834857] [WARN ] [sig ] [1590/2211] Failed PMO after 0.0s | 5.24 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.834925] [INFO ] [sig ] [1591/2211] Forecasting PMT... [2025-10-09T22:50:06.834964] [INFO ] [sig ] Generating forecast for: PMT [2025-10-09T22:50:06.834993] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PMT' from 'https://tdm.silogroup.org/data/derivative_storage/PMT.csv'. [2025-10-09T22:50:06.839021] [WARN ] [REMOTE ] Historical data not found for symbol 'PMT' (404). [2025-10-09T22:50:06.839179] [FATAL] [sig ] PMT: No historical data fetched. [2025-10-09T22:50:06.839260] [WARN ] [sig ] [1591/2211] Failed PMT after 0.0s | 5.24 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.839311] [INFO ] [sig ] [1592/2211] Forecasting PNC... [2025-10-09T22:50:06.839343] [INFO ] [sig ] Generating forecast for: PNC [2025-10-09T22:50:06.839376] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNC' from 'https://tdm.silogroup.org/data/derivative_storage/PNC.csv'. [2025-10-09T22:50:06.843051] [WARN ] [REMOTE ] Historical data not found for symbol 'PNC' (404). [2025-10-09T22:50:06.843218] [FATAL] [sig ] PNC: No historical data fetched. [2025-10-09T22:50:06.843303] [WARN ] [sig ] [1592/2211] Failed PNC after 0.0s | 5.24 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.843374] [INFO ] [sig ] [1593/2211] Forecasting PNI... [2025-10-09T22:50:06.843424] [INFO ] [sig ] Generating forecast for: PNI [2025-10-09T22:50:06.843459] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNI' from 'https://tdm.silogroup.org/data/derivative_storage/PNI.csv'. [2025-10-09T22:50:06.846747] [WARN ] [REMOTE ] Historical data not found for symbol 'PNI' (404). [2025-10-09T22:50:06.846917] [FATAL] [sig ] PNI: No historical data fetched. [2025-10-09T22:50:06.846993] [WARN ] [sig ] [1593/2211] Failed PNI after 0.0s | 5.25 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.847034] [INFO ] [sig ] [1594/2211] Forecasting PNNT... [2025-10-09T22:50:06.847071] [INFO ] [sig ] Generating forecast for: PNNT [2025-10-09T22:50:06.847102] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNNT' from 'https://tdm.silogroup.org/data/derivative_storage/PNNT.csv'. [2025-10-09T22:50:06.851323] [WARN ] [REMOTE ] Historical data not found for symbol 'PNNT' (404). [2025-10-09T22:50:06.851486] [FATAL] [sig ] PNNT: No historical data fetched. [2025-10-09T22:50:06.851562] [WARN ] [sig ] [1594/2211] Failed PNNT after 0.0s | 5.25 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.851606] [INFO ] [sig ] [1595/2211] Forecasting PNR... [2025-10-09T22:50:06.851634] [INFO ] [sig ] Generating forecast for: PNR [2025-10-09T22:50:06.851708] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNR' from 'https://tdm.silogroup.org/data/derivative_storage/PNR.csv'. [2025-10-09T22:50:06.855169] [WARN ] [REMOTE ] Historical data not found for symbol 'PNR' (404). [2025-10-09T22:50:06.855334] [FATAL] [sig ] PNR: No historical data fetched. [2025-10-09T22:50:06.855412] [WARN ] [sig ] [1595/2211] Failed PNR after 0.0s | 5.25 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.855463] [INFO ] [sig ] [1596/2211] Forecasting PNW... [2025-10-09T22:50:06.855492] [INFO ] [sig ] Generating forecast for: PNW [2025-10-09T22:50:06.855520] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PNW' from 'https://tdm.silogroup.org/data/derivative_storage/PNW.csv'. [2025-10-09T22:50:06.859765] [WARN ] [REMOTE ] Historical data not found for symbol 'PNW' (404). [2025-10-09T22:50:06.860068] [FATAL] [sig ] PNW: No historical data fetched. [2025-10-09T22:50:06.860163] [WARN ] [sig ] [1596/2211] Failed PNW after 0.0s | 5.25 sym/s | Total: 5.1m | ETA: 2.0m [2025-10-09T22:50:06.860231] [INFO ] [sig ] [1597/2211] Forecasting POR... [2025-10-09T22:50:06.860273] [INFO ] [sig ] Generating forecast for: POR [2025-10-09T22:50:06.860304] [DEBUG] [REMOTE ] Fetching historical data for symbol 'POR' from 'https://tdm.silogroup.org/data/derivative_storage/POR.csv'. [2025-10-09T22:50:06.864335] [WARN ] [REMOTE ] Historical data not found for symbol 'POR' (404). [2025-10-09T22:50:06.864502] [FATAL] [sig ] POR: No historical data fetched. [2025-10-09T22:50:06.864584] [WARN ] [sig ] [1597/2211] Failed POR after 0.0s | 5.26 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.864683] [INFO ] [sig ] [1598/2211] Forecasting POST... [2025-10-09T22:50:06.864736] [INFO ] [sig ] Generating forecast for: POST [2025-10-09T22:50:06.864768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'POST' from 'https://tdm.silogroup.org/data/derivative_storage/POST.csv'. [2025-10-09T22:50:06.868206] [WARN ] [REMOTE ] Historical data not found for symbol 'POST' (404). [2025-10-09T22:50:06.868383] [FATAL] [sig ] POST: No historical data fetched. [2025-10-09T22:50:06.868481] [WARN ] [sig ] [1598/2211] Failed POST after 0.0s | 5.26 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.868543] [INFO ] [sig ] [1599/2211] Forecasting PPG... [2025-10-09T22:50:06.868580] [INFO ] [sig ] Generating forecast for: PPG [2025-10-09T22:50:06.868610] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PPG' from 'https://tdm.silogroup.org/data/derivative_storage/PPG.csv'. [2025-10-09T22:50:06.871981] [WARN ] [REMOTE ] Historical data not found for symbol 'PPG' (404). [2025-10-09T22:50:06.872148] [FATAL] [sig ] PPG: No historical data fetched. [2025-10-09T22:50:06.872227] [WARN ] [sig ] [1599/2211] Failed PPG after 0.0s | 5.26 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.872278] [INFO ] [sig ] [1600/2211] Forecasting PPL... [2025-10-09T22:50:06.872308] [INFO ] [sig ] Generating forecast for: PPL [2025-10-09T22:50:06.872335] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PPL' from 'https://tdm.silogroup.org/data/derivative_storage/PPL.csv'. [2025-10-09T22:50:06.876144] [WARN ] [REMOTE ] Historical data not found for symbol 'PPL' (404). [2025-10-09T22:50:06.876424] [FATAL] [sig ] PPL: No historical data fetched. [2025-10-09T22:50:06.876519] [WARN ] [sig ] [1600/2211] Failed PPL after 0.0s | 5.27 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.876590] [INFO ] [sig ] [1601/2211] Forecasting PPT... [2025-10-09T22:50:06.876632] [INFO ] [sig ] Generating forecast for: PPT [2025-10-09T22:50:06.876712] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PPT' from 'https://tdm.silogroup.org/data/derivative_storage/PPT.csv'. [2025-10-09T22:50:06.880417] [WARN ] [REMOTE ] Historical data not found for symbol 'PPT' (404). [2025-10-09T22:50:06.880614] [FATAL] [sig ] PPT: No historical data fetched. [2025-10-09T22:50:06.880726] [WARN ] [sig ] [1601/2211] Failed PPT after 0.0s | 5.27 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.880795] [INFO ] [sig ] [1602/2211] Forecasting PR... [2025-10-09T22:50:06.880835] [INFO ] [sig ] Generating forecast for: PR [2025-10-09T22:50:06.880866] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PR' from 'https://tdm.silogroup.org/data/derivative_storage/PR.csv'. [2025-10-09T22:50:06.884158] [WARN ] [REMOTE ] Historical data not found for symbol 'PR' (404). [2025-10-09T22:50:06.884329] [FATAL] [sig ] PR: No historical data fetched. [2025-10-09T22:50:06.884410] [WARN ] [sig ] [1602/2211] Failed PR after 0.0s | 5.27 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.884478] [INFO ] [sig ] [1603/2211] Forecasting PRA... [2025-10-09T22:50:06.884518] [INFO ] [sig ] Generating forecast for: PRA [2025-10-09T22:50:06.884548] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRA' from 'https://tdm.silogroup.org/data/derivative_storage/PRA.csv'. [2025-10-09T22:50:06.887855] [WARN ] [REMOTE ] Historical data not found for symbol 'PRA' (404). [2025-10-09T22:50:06.888024] [FATAL] [sig ] PRA: No historical data fetched. [2025-10-09T22:50:06.888108] [WARN ] [sig ] [1603/2211] Failed PRA after 0.0s | 5.28 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.888161] [INFO ] [sig ] [1604/2211] Forecasting PRG... [2025-10-09T22:50:06.888192] [INFO ] [sig ] Generating forecast for: PRG [2025-10-09T22:50:06.888221] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRG' from 'https://tdm.silogroup.org/data/derivative_storage/PRG.csv'. [2025-10-09T22:50:06.891619] [WARN ] [REMOTE ] Historical data not found for symbol 'PRG' (404). [2025-10-09T22:50:06.891804] [FATAL] [sig ] PRG: No historical data fetched. [2025-10-09T22:50:06.891884] [WARN ] [sig ] [1604/2211] Failed PRG after 0.0s | 5.28 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.891950] [INFO ] [sig ] [1605/2211] Forecasting PRGO... [2025-10-09T22:50:06.891988] [INFO ] [sig ] Generating forecast for: PRGO [2025-10-09T22:50:06.892017] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRGO' from 'https://tdm.silogroup.org/data/derivative_storage/PRGO.csv'. [2025-10-09T22:50:06.895189] [WARN ] [REMOTE ] Historical data not found for symbol 'PRGO' (404). [2025-10-09T22:50:06.895353] [FATAL] [sig ] PRGO: No historical data fetched. [2025-10-09T22:50:06.895433] [WARN ] [sig ] [1605/2211] Failed PRGO after 0.0s | 5.28 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.895500] [INFO ] [sig ] [1606/2211] Forecasting PRH... [2025-10-09T22:50:06.895555] [INFO ] [sig ] Generating forecast for: PRH [2025-10-09T22:50:06.895586] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRH' from 'https://tdm.silogroup.org/data/derivative_storage/PRH.csv'. [2025-10-09T22:50:06.898837] [WARN ] [REMOTE ] Historical data not found for symbol 'PRH' (404). [2025-10-09T22:50:06.899000] [FATAL] [sig ] PRH: No historical data fetched. [2025-10-09T22:50:06.899079] [WARN ] [sig ] [1606/2211] Failed PRH after 0.0s | 5.29 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.899143] [INFO ] [sig ] [1607/2211] Forecasting PRI... [2025-10-09T22:50:06.899184] [INFO ] [sig ] Generating forecast for: PRI [2025-10-09T22:50:06.899214] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRI' from 'https://tdm.silogroup.org/data/derivative_storage/PRI.csv'. [2025-10-09T22:50:06.902400] [WARN ] [REMOTE ] Historical data not found for symbol 'PRI' (404). [2025-10-09T22:50:06.902563] [FATAL] [sig ] PRI: No historical data fetched. [2025-10-09T22:50:06.902672] [WARN ] [sig ] [1607/2211] Failed PRI after 0.0s | 5.29 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.902741] [INFO ] [sig ] [1608/2211] Forecasting PRIM... [2025-10-09T22:50:06.902780] [INFO ] [sig ] Generating forecast for: PRIM [2025-10-09T22:50:06.902808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRIM' from 'https://tdm.silogroup.org/data/derivative_storage/PRIM.csv'. [2025-10-09T22:50:06.905981] [WARN ] [REMOTE ] Historical data not found for symbol 'PRIM' (404). [2025-10-09T22:50:06.906144] [FATAL] [sig ] PRIM: No historical data fetched. [2025-10-09T22:50:06.906225] [WARN ] [sig ] [1608/2211] Failed PRIM after 0.0s | 5.29 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.906291] [INFO ] [sig ] [1609/2211] Forecasting PRKS... [2025-10-09T22:50:06.906329] [INFO ] [sig ] Generating forecast for: PRKS [2025-10-09T22:50:06.906358] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRKS' from 'https://tdm.silogroup.org/data/derivative_storage/PRKS.csv'. [2025-10-09T22:50:06.909565] [WARN ] [REMOTE ] Historical data not found for symbol 'PRKS' (404). [2025-10-09T22:50:06.909754] [FATAL] [sig ] PRKS: No historical data fetched. [2025-10-09T22:50:06.909833] [WARN ] [sig ] [1609/2211] Failed PRKS after 0.0s | 5.30 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.909900] [INFO ] [sig ] [1610/2211] Forecasting PRLB... [2025-10-09T22:50:06.909938] [INFO ] [sig ] Generating forecast for: PRLB [2025-10-09T22:50:06.909968] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRLB' from 'https://tdm.silogroup.org/data/derivative_storage/PRLB.csv'. [2025-10-09T22:50:06.913726] [WARN ] [REMOTE ] Historical data not found for symbol 'PRLB' (404). [2025-10-09T22:50:06.913981] [FATAL] [sig ] PRLB: No historical data fetched. [2025-10-09T22:50:06.914073] [WARN ] [sig ] [1610/2211] Failed PRLB after 0.0s | 5.30 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.914140] [INFO ] [sig ] [1611/2211] Forecasting PRM... [2025-10-09T22:50:06.914180] [INFO ] [sig ] Generating forecast for: PRM [2025-10-09T22:50:06.914210] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRM' from 'https://tdm.silogroup.org/data/derivative_storage/PRM.csv'. [2025-10-09T22:50:06.917805] [WARN ] [REMOTE ] Historical data not found for symbol 'PRM' (404). [2025-10-09T22:50:06.917972] [FATAL] [sig ] PRM: No historical data fetched. [2025-10-09T22:50:06.918050] [WARN ] [sig ] [1611/2211] Failed PRM after 0.0s | 5.30 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.918115] [INFO ] [sig ] [1612/2211] Forecasting PRMB... [2025-10-09T22:50:06.918153] [INFO ] [sig ] Generating forecast for: PRMB [2025-10-09T22:50:06.918182] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRMB' from 'https://tdm.silogroup.org/data/derivative_storage/PRMB.csv'. [2025-10-09T22:50:06.921432] [WARN ] [REMOTE ] Historical data not found for symbol 'PRMB' (404). [2025-10-09T22:50:06.921608] [FATAL] [sig ] PRMB: No historical data fetched. [2025-10-09T22:50:06.921708] [WARN ] [sig ] [1612/2211] Failed PRMB after 0.0s | 5.31 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.921775] [INFO ] [sig ] [1613/2211] Forecasting PRO... [2025-10-09T22:50:06.921813] [INFO ] [sig ] Generating forecast for: PRO [2025-10-09T22:50:06.921843] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRO' from 'https://tdm.silogroup.org/data/derivative_storage/PRO.csv'. [2025-10-09T22:50:06.925008] [WARN ] [REMOTE ] Historical data not found for symbol 'PRO' (404). [2025-10-09T22:50:06.925171] [FATAL] [sig ] PRO: No historical data fetched. [2025-10-09T22:50:06.925251] [WARN ] [sig ] [1613/2211] Failed PRO after 0.0s | 5.31 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.925317] [INFO ] [sig ] [1614/2211] Forecasting PRT... [2025-10-09T22:50:06.925355] [INFO ] [sig ] Generating forecast for: PRT [2025-10-09T22:50:06.925384] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRT' from 'https://tdm.silogroup.org/data/derivative_storage/PRT.csv'. [2025-10-09T22:50:06.928771] [WARN ] [REMOTE ] Historical data not found for symbol 'PRT' (404). [2025-10-09T22:50:06.928940] [FATAL] [sig ] PRT: No historical data fetched. [2025-10-09T22:50:06.929020] [WARN ] [sig ] [1614/2211] Failed PRT after 0.0s | 5.31 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.929086] [INFO ] [sig ] [1615/2211] Forecasting PRU... [2025-10-09T22:50:06.929124] [INFO ] [sig ] Generating forecast for: PRU [2025-10-09T22:50:06.929155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PRU' from 'https://tdm.silogroup.org/data/derivative_storage/PRU.csv'. [2025-10-09T22:50:06.932517] [WARN ] [REMOTE ] Historical data not found for symbol 'PRU' (404). [2025-10-09T22:50:06.932716] [FATAL] [sig ] PRU: No historical data fetched. [2025-10-09T22:50:06.932794] [WARN ] [sig ] [1615/2211] Failed PRU after 0.0s | 5.32 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.932861] [INFO ] [sig ] [1616/2211] Forecasting PSA... [2025-10-09T22:50:06.932899] [INFO ] [sig ] Generating forecast for: PSA [2025-10-09T22:50:06.932928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSA' from 'https://tdm.silogroup.org/data/derivative_storage/PSA.csv'. [2025-10-09T22:50:06.936157] [WARN ] [REMOTE ] Historical data not found for symbol 'PSA' (404). [2025-10-09T22:50:06.936321] [FATAL] [sig ] PSA: No historical data fetched. [2025-10-09T22:50:06.936401] [WARN ] [sig ] [1616/2211] Failed PSA after 0.0s | 5.32 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.936467] [INFO ] [sig ] [1617/2211] Forecasting PSBD... [2025-10-09T22:50:06.936505] [INFO ] [sig ] Generating forecast for: PSBD [2025-10-09T22:50:06.936534] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSBD' from 'https://tdm.silogroup.org/data/derivative_storage/PSBD.csv'. [2025-10-09T22:50:06.939878] [WARN ] [REMOTE ] Historical data not found for symbol 'PSBD' (404). [2025-10-09T22:50:06.940046] [FATAL] [sig ] PSBD: No historical data fetched. [2025-10-09T22:50:06.940127] [WARN ] [sig ] [1617/2211] Failed PSBD after 0.0s | 5.32 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.940192] [INFO ] [sig ] [1618/2211] Forecasting PSF... [2025-10-09T22:50:06.940230] [INFO ] [sig ] Generating forecast for: PSF [2025-10-09T22:50:06.940259] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSF' from 'https://tdm.silogroup.org/data/derivative_storage/PSF.csv'. [2025-10-09T22:50:06.943722] [WARN ] [REMOTE ] Historical data not found for symbol 'PSF' (404). [2025-10-09T22:50:06.943975] [FATAL] [sig ] PSF: No historical data fetched. [2025-10-09T22:50:06.944079] [WARN ] [sig ] [1618/2211] Failed PSF after 0.0s | 5.33 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.944164] [INFO ] [sig ] [1619/2211] Forecasting PSFE... [2025-10-09T22:50:06.944216] [INFO ] [sig ] Generating forecast for: PSFE [2025-10-09T22:50:06.944282] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSFE' from 'https://tdm.silogroup.org/data/derivative_storage/PSFE.csv'. [2025-10-09T22:50:06.949062] [WARN ] [REMOTE ] Historical data not found for symbol 'PSFE' (404). [2025-10-09T22:50:06.949316] [FATAL] [sig ] PSFE: No historical data fetched. [2025-10-09T22:50:06.949426] [WARN ] [sig ] [1619/2211] Failed PSFE after 0.0s | 5.33 sym/s | Total: 5.1m | ETA: 1.9m [2025-10-09T22:50:06.949515] [INFO ] [sig ] [1620/2211] Forecasting PSN... [2025-10-09T22:50:06.949570] [INFO ] [sig ] Generating forecast for: PSN [2025-10-09T22:50:06.949615] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSN' from 'https://tdm.silogroup.org/data/derivative_storage/PSN.csv'. [2025-10-09T22:50:06.954167] [WARN ] [REMOTE ] Historical data not found for symbol 'PSN' (404). [2025-10-09T22:50:06.954427] [FATAL] [sig ] PSN: No historical data fetched. [2025-10-09T22:50:06.954537] [WARN ] [sig ] [1620/2211] Failed PSN after 0.0s | 5.33 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.954617] [INFO ] [sig ] [1621/2211] Forecasting PSO... [2025-10-09T22:50:06.954692] [INFO ] [sig ] Generating forecast for: PSO [2025-10-09T22:50:06.954738] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSO' from 'https://tdm.silogroup.org/data/derivative_storage/PSO.csv'. [2025-10-09T22:50:06.958528] [WARN ] [REMOTE ] Historical data not found for symbol 'PSO' (404). [2025-10-09T22:50:06.958729] [FATAL] [sig ] PSO: No historical data fetched. [2025-10-09T22:50:06.958812] [WARN ] [sig ] [1621/2211] Failed PSO after 0.0s | 5.34 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.958879] [INFO ] [sig ] [1622/2211] Forecasting PSQH... [2025-10-09T22:50:06.958920] [INFO ] [sig ] Generating forecast for: PSQH [2025-10-09T22:50:06.958950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSQH' from 'https://tdm.silogroup.org/data/derivative_storage/PSQH.csv'. [2025-10-09T22:50:06.962335] [WARN ] [REMOTE ] Historical data not found for symbol 'PSQH' (404). [2025-10-09T22:50:06.962531] [FATAL] [sig ] PSQH: No historical data fetched. [2025-10-09T22:50:06.962623] [WARN ] [sig ] [1622/2211] Failed PSQH after 0.0s | 5.34 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.962709] [INFO ] [sig ] [1623/2211] Forecasting PSTG... [2025-10-09T22:50:06.962749] [INFO ] [sig ] Generating forecast for: PSTG [2025-10-09T22:50:06.962778] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSTG' from 'https://tdm.silogroup.org/data/derivative_storage/PSTG.csv'. [2025-10-09T22:50:06.966019] [WARN ] [REMOTE ] Historical data not found for symbol 'PSTG' (404). [2025-10-09T22:50:06.966186] [FATAL] [sig ] PSTG: No historical data fetched. [2025-10-09T22:50:06.966268] [WARN ] [sig ] [1623/2211] Failed PSTG after 0.0s | 5.34 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.966336] [INFO ] [sig ] [1624/2211] Forecasting PSTL... [2025-10-09T22:50:06.966376] [INFO ] [sig ] Generating forecast for: PSTL [2025-10-09T22:50:06.966406] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSTL' from 'https://tdm.silogroup.org/data/derivative_storage/PSTL.csv'. [2025-10-09T22:50:06.969811] [WARN ] [REMOTE ] Historical data not found for symbol 'PSTL' (404). [2025-10-09T22:50:06.969976] [FATAL] [sig ] PSTL: No historical data fetched. [2025-10-09T22:50:06.970056] [WARN ] [sig ] [1624/2211] Failed PSTL after 0.0s | 5.35 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.970121] [INFO ] [sig ] [1625/2211] Forecasting PSX... [2025-10-09T22:50:06.970160] [INFO ] [sig ] Generating forecast for: PSX [2025-10-09T22:50:06.970190] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PSX' from 'https://tdm.silogroup.org/data/derivative_storage/PSX.csv'. [2025-10-09T22:50:06.973385] [WARN ] [REMOTE ] Historical data not found for symbol 'PSX' (404). [2025-10-09T22:50:06.973575] [FATAL] [sig ] PSX: No historical data fetched. [2025-10-09T22:50:06.973680] [WARN ] [sig ] [1625/2211] Failed PSX after 0.0s | 5.35 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.973747] [INFO ] [sig ] [1626/2211] Forecasting PTA... [2025-10-09T22:50:06.973786] [INFO ] [sig ] Generating forecast for: PTA [2025-10-09T22:50:06.973815] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PTA' from 'https://tdm.silogroup.org/data/derivative_storage/PTA.csv'. [2025-10-09T22:50:06.977099] [WARN ] [REMOTE ] Historical data not found for symbol 'PTA' (404). [2025-10-09T22:50:06.977264] [FATAL] [sig ] PTA: No historical data fetched. [2025-10-09T22:50:06.977345] [WARN ] [sig ] [1626/2211] Failed PTA after 0.0s | 5.35 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.977412] [INFO ] [sig ] [1627/2211] Forecasting PTY... [2025-10-09T22:50:06.977450] [INFO ] [sig ] Generating forecast for: PTY [2025-10-09T22:50:06.977481] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PTY' from 'https://tdm.silogroup.org/data/derivative_storage/PTY.csv'. [2025-10-09T22:50:06.980776] [WARN ] [REMOTE ] Historical data not found for symbol 'PTY' (404). [2025-10-09T22:50:06.980941] [FATAL] [sig ] PTY: No historical data fetched. [2025-10-09T22:50:06.981021] [WARN ] [sig ] [1627/2211] Failed PTY after 0.0s | 5.35 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.981087] [INFO ] [sig ] [1628/2211] Forecasting PUK... [2025-10-09T22:50:06.981127] [INFO ] [sig ] Generating forecast for: PUK [2025-10-09T22:50:06.981157] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PUK' from 'https://tdm.silogroup.org/data/derivative_storage/PUK.csv'. [2025-10-09T22:50:06.984360] [WARN ] [REMOTE ] Historical data not found for symbol 'PUK' (404). [2025-10-09T22:50:06.984526] [FATAL] [sig ] PUK: No historical data fetched. [2025-10-09T22:50:06.984608] [WARN ] [sig ] [1628/2211] Failed PUK after 0.0s | 5.36 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.984695] [INFO ] [sig ] [1629/2211] Forecasting PUMP... [2025-10-09T22:50:06.984737] [INFO ] [sig ] Generating forecast for: PUMP [2025-10-09T22:50:06.984768] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PUMP' from 'https://tdm.silogroup.org/data/derivative_storage/PUMP.csv'. [2025-10-09T22:50:06.988070] [WARN ] [REMOTE ] Historical data not found for symbol 'PUMP' (404). [2025-10-09T22:50:06.988276] [FATAL] [sig ] PUMP: No historical data fetched. [2025-10-09T22:50:06.988371] [WARN ] [sig ] [1629/2211] Failed PUMP after 0.0s | 5.36 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.988465] [INFO ] [sig ] [1630/2211] Forecasting PVH... [2025-10-09T22:50:06.988522] [INFO ] [sig ] Generating forecast for: PVH [2025-10-09T22:50:06.988569] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PVH' from 'https://tdm.silogroup.org/data/derivative_storage/PVH.csv'. [2025-10-09T22:50:06.992210] [WARN ] [REMOTE ] Historical data not found for symbol 'PVH' (404). [2025-10-09T22:50:06.992408] [FATAL] [sig ] PVH: No historical data fetched. [2025-10-09T22:50:06.992503] [WARN ] [sig ] [1630/2211] Failed PVH after 0.0s | 5.36 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.992579] [INFO ] [sig ] [1631/2211] Forecasting PVL... [2025-10-09T22:50:06.992625] [INFO ] [sig ] Generating forecast for: PVL [2025-10-09T22:50:06.992703] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PVL' from 'https://tdm.silogroup.org/data/derivative_storage/PVL.csv'. [2025-10-09T22:50:06.996418] [WARN ] [REMOTE ] Historical data not found for symbol 'PVL' (404). [2025-10-09T22:50:06.996592] [FATAL] [sig ] PVL: No historical data fetched. [2025-10-09T22:50:06.996700] [WARN ] [sig ] [1631/2211] Failed PVL after 0.0s | 5.37 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:06.996768] [INFO ] [sig ] [1632/2211] Forecasting PWR... [2025-10-09T22:50:06.996806] [INFO ] [sig ] Generating forecast for: PWR [2025-10-09T22:50:06.996853] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PWR' from 'https://tdm.silogroup.org/data/derivative_storage/PWR.csv'. [2025-10-09T22:50:07.000103] [WARN ] [REMOTE ] Historical data not found for symbol 'PWR' (404). [2025-10-09T22:50:07.000270] [FATAL] [sig ] PWR: No historical data fetched. [2025-10-09T22:50:07.000351] [WARN ] [sig ] [1632/2211] Failed PWR after 0.0s | 5.37 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.000418] [INFO ] [sig ] [1633/2211] Forecasting PX... [2025-10-09T22:50:07.000457] [INFO ] [sig ] Generating forecast for: PX [2025-10-09T22:50:07.000487] [DEBUG] [REMOTE ] Fetching historical data for symbol 'PX' from 'https://tdm.silogroup.org/data/derivative_storage/PX.csv'. [2025-10-09T22:50:07.003754] [WARN ] [REMOTE ] Historical data not found for symbol 'PX' (404). [2025-10-09T22:50:07.003932] [FATAL] [sig ] PX: No historical data fetched. [2025-10-09T22:50:07.004013] [WARN ] [sig ] [1633/2211] Failed PX after 0.0s | 5.37 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.004079] [INFO ] [sig ] [1634/2211] Forecasting QBTS... [2025-10-09T22:50:07.004117] [INFO ] [sig ] Generating forecast for: QBTS [2025-10-09T22:50:07.004147] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QBTS' from 'https://tdm.silogroup.org/data/derivative_storage/QBTS.csv'. [2025-10-09T22:50:07.007762] [WARN ] [REMOTE ] Historical data not found for symbol 'QBTS' (404). [2025-10-09T22:50:07.007943] [FATAL] [sig ] QBTS: No historical data fetched. [2025-10-09T22:50:07.008024] [WARN ] [sig ] [1634/2211] Failed QBTS after 0.0s | 5.38 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.008091] [INFO ] [sig ] [1635/2211] Forecasting QD... [2025-10-09T22:50:07.008130] [INFO ] [sig ] Generating forecast for: QD [2025-10-09T22:50:07.008161] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QD' from 'https://tdm.silogroup.org/data/derivative_storage/QD.csv'. [2025-10-09T22:50:07.011445] [WARN ] [REMOTE ] Historical data not found for symbol 'QD' (404). [2025-10-09T22:50:07.011613] [FATAL] [sig ] QD: No historical data fetched. [2025-10-09T22:50:07.011718] [WARN ] [sig ] [1635/2211] Failed QD after 0.0s | 5.38 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.011787] [INFO ] [sig ] [1636/2211] Forecasting QGEN... [2025-10-09T22:50:07.011850] [INFO ] [sig ] Generating forecast for: QGEN [2025-10-09T22:50:07.011890] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QGEN' from 'https://tdm.silogroup.org/data/derivative_storage/QGEN.csv'. [2025-10-09T22:50:07.015141] [WARN ] [REMOTE ] Historical data not found for symbol 'QGEN' (404). [2025-10-09T22:50:07.015318] [FATAL] [sig ] QGEN: No historical data fetched. [2025-10-09T22:50:07.015401] [WARN ] [sig ] [1636/2211] Failed QGEN after 0.0s | 5.38 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.015469] [INFO ] [sig ] [1637/2211] Forecasting QS... [2025-10-09T22:50:07.015509] [INFO ] [sig ] Generating forecast for: QS [2025-10-09T22:50:07.015539] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QS' from 'https://tdm.silogroup.org/data/derivative_storage/QS.csv'. [2025-10-09T22:50:07.019123] [WARN ] [REMOTE ] Historical data not found for symbol 'QS' (404). [2025-10-09T22:50:07.019291] [FATAL] [sig ] QS: No historical data fetched. [2025-10-09T22:50:07.019373] [WARN ] [sig ] [1637/2211] Failed QS after 0.0s | 5.39 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.019440] [INFO ] [sig ] [1638/2211] Forecasting QSR... [2025-10-09T22:50:07.019478] [INFO ] [sig ] Generating forecast for: QSR [2025-10-09T22:50:07.019507] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QSR' from 'https://tdm.silogroup.org/data/derivative_storage/QSR.csv'. [2025-10-09T22:50:07.022810] [WARN ] [REMOTE ] Historical data not found for symbol 'QSR' (404). [2025-10-09T22:50:07.022977] [FATAL] [sig ] QSR: No historical data fetched. [2025-10-09T22:50:07.023071] [WARN ] [sig ] [1638/2211] Failed QSR after 0.0s | 5.39 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.023137] [INFO ] [sig ] [1639/2211] Forecasting QTWO... [2025-10-09T22:50:07.023175] [INFO ] [sig ] Generating forecast for: QTWO [2025-10-09T22:50:07.023205] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QTWO' from 'https://tdm.silogroup.org/data/derivative_storage/QTWO.csv'. [2025-10-09T22:50:07.026759] [WARN ] [REMOTE ] Historical data not found for symbol 'QTWO' (404). [2025-10-09T22:50:07.026931] [FATAL] [sig ] QTWO: No historical data fetched. [2025-10-09T22:50:07.027012] [WARN ] [sig ] [1639/2211] Failed QTWO after 0.0s | 5.39 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.027086] [INFO ] [sig ] [1640/2211] Forecasting QUAD... [2025-10-09T22:50:07.027161] [INFO ] [sig ] Generating forecast for: QUAD [2025-10-09T22:50:07.027223] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QUAD' from 'https://tdm.silogroup.org/data/derivative_storage/QUAD.csv'. [2025-10-09T22:50:07.031024] [WARN ] [REMOTE ] Historical data not found for symbol 'QUAD' (404). [2025-10-09T22:50:07.031199] [FATAL] [sig ] QUAD: No historical data fetched. [2025-10-09T22:50:07.031283] [WARN ] [sig ] [1640/2211] Failed QUAD after 0.0s | 5.40 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.031350] [INFO ] [sig ] [1641/2211] Forecasting QVCC... [2025-10-09T22:50:07.031389] [INFO ] [sig ] Generating forecast for: QVCC [2025-10-09T22:50:07.031419] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QVCC' from 'https://tdm.silogroup.org/data/derivative_storage/QVCC.csv'. [2025-10-09T22:50:07.034964] [WARN ] [REMOTE ] Historical data not found for symbol 'QVCC' (404). [2025-10-09T22:50:07.035190] [FATAL] [sig ] QVCC: No historical data fetched. [2025-10-09T22:50:07.035298] [WARN ] [sig ] [1641/2211] Failed QVCC after 0.0s | 5.40 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.035378] [INFO ] [sig ] [1642/2211] Forecasting QVCD... [2025-10-09T22:50:07.035459] [INFO ] [sig ] Generating forecast for: QVCD [2025-10-09T22:50:07.035524] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QVCD' from 'https://tdm.silogroup.org/data/derivative_storage/QVCD.csv'. [2025-10-09T22:50:07.040253] [WARN ] [REMOTE ] Historical data not found for symbol 'QVCD' (404). [2025-10-09T22:50:07.040561] [FATAL] [sig ] QVCD: No historical data fetched. [2025-10-09T22:50:07.040735] [WARN ] [sig ] [1642/2211] Failed QVCD after 0.0s | 5.40 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.040819] [INFO ] [sig ] [1643/2211] Forecasting QXO... [2025-10-09T22:50:07.040877] [INFO ] [sig ] Generating forecast for: QXO [2025-10-09T22:50:07.040950] [DEBUG] [REMOTE ] Fetching historical data for symbol 'QXO' from 'https://tdm.silogroup.org/data/derivative_storage/QXO.csv'. [2025-10-09T22:50:07.045444] [WARN ] [REMOTE ] Historical data not found for symbol 'QXO' (404). [2025-10-09T22:50:07.045705] [FATAL] [sig ] QXO: No historical data fetched. [2025-10-09T22:50:07.045794] [WARN ] [sig ] [1643/2211] Failed QXO after 0.0s | 5.41 sym/s | Total: 5.1m | ETA: 1.8m [2025-10-09T22:50:07.045864] [INFO ] [sig ] [1644/2211] Forecasting R... [2025-10-09T22:50:07.045905] [INFO ] [sig ] Generating forecast for: R [2025-10-09T22:50:07.045938] [DEBUG] [REMOTE ] Fetching historical data for symbol 'R' from 'https://tdm.silogroup.org/data/derivative_storage/R.csv'. [2025-10-09T22:50:07.050080] [WARN ] [REMOTE ] Historical data not found for symbol 'R' (404). [2025-10-09T22:50:07.050304] [FATAL] [sig ] R: No historical data fetched. [2025-10-09T22:50:07.050393] [WARN ] [sig ] [1644/2211] Failed R after 0.0s | 5.41 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.050462] [INFO ] [sig ] [1645/2211] Forecasting RA... [2025-10-09T22:50:07.050501] [INFO ] [sig ] Generating forecast for: RA [2025-10-09T22:50:07.050532] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RA' from 'https://tdm.silogroup.org/data/derivative_storage/RA.csv'. [2025-10-09T22:50:07.054261] [WARN ] [REMOTE ] Historical data not found for symbol 'RA' (404). [2025-10-09T22:50:07.054436] [FATAL] [sig ] RA: No historical data fetched. [2025-10-09T22:50:07.054517] [WARN ] [sig ] [1645/2211] Failed RA after 0.0s | 5.41 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.054585] [INFO ] [sig ] [1646/2211] Forecasting RACE... [2025-10-09T22:50:07.054623] [INFO ] [sig ] Generating forecast for: RACE [2025-10-09T22:50:07.054703] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RACE' from 'https://tdm.silogroup.org/data/derivative_storage/RACE.csv'. [2025-10-09T22:50:07.058071] [WARN ] [REMOTE ] Historical data not found for symbol 'RACE' (404). [2025-10-09T22:50:07.058239] [FATAL] [sig ] RACE: No historical data fetched. [2025-10-09T22:50:07.058320] [WARN ] [sig ] [1646/2211] Failed RACE after 0.0s | 5.42 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.058388] [INFO ] [sig ] [1647/2211] Forecasting RAMP... [2025-10-09T22:50:07.058428] [INFO ] [sig ] Generating forecast for: RAMP [2025-10-09T22:50:07.058457] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RAMP' from 'https://tdm.silogroup.org/data/derivative_storage/RAMP.csv'. [2025-10-09T22:50:07.061775] [WARN ] [REMOTE ] Historical data not found for symbol 'RAMP' (404). [2025-10-09T22:50:07.061941] [FATAL] [sig ] RAMP: No historical data fetched. [2025-10-09T22:50:07.062020] [WARN ] [sig ] [1647/2211] Failed RAMP after 0.0s | 5.42 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.062087] [INFO ] [sig ] [1648/2211] Forecasting RBA... [2025-10-09T22:50:07.062126] [INFO ] [sig ] Generating forecast for: RBA [2025-10-09T22:50:07.062155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBA' from 'https://tdm.silogroup.org/data/derivative_storage/RBA.csv'. [2025-10-09T22:50:07.065450] [WARN ] [REMOTE ] Historical data not found for symbol 'RBA' (404). [2025-10-09T22:50:07.065622] [FATAL] [sig ] RBA: No historical data fetched. [2025-10-09T22:50:07.065727] [WARN ] [sig ] [1648/2211] Failed RBA after 0.0s | 5.42 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.065795] [INFO ] [sig ] [1649/2211] Forecasting RBC... [2025-10-09T22:50:07.065834] [INFO ] [sig ] Generating forecast for: RBC [2025-10-09T22:50:07.065864] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBC' from 'https://tdm.silogroup.org/data/derivative_storage/RBC.csv'. [2025-10-09T22:50:07.069131] [WARN ] [REMOTE ] Historical data not found for symbol 'RBC' (404). [2025-10-09T22:50:07.069298] [FATAL] [sig ] RBC: No historical data fetched. [2025-10-09T22:50:07.069380] [WARN ] [sig ] [1649/2211] Failed RBC after 0.0s | 5.43 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.069452] [INFO ] [sig ] [1650/2211] Forecasting RBLX... [2025-10-09T22:50:07.069491] [INFO ] [sig ] Generating forecast for: RBLX [2025-10-09T22:50:07.069520] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBLX' from 'https://tdm.silogroup.org/data/derivative_storage/RBLX.csv'. [2025-10-09T22:50:07.072812] [WARN ] [REMOTE ] Historical data not found for symbol 'RBLX' (404). [2025-10-09T22:50:07.072978] [FATAL] [sig ] RBLX: No historical data fetched. [2025-10-09T22:50:07.073059] [WARN ] [sig ] [1650/2211] Failed RBLX after 0.0s | 5.43 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.073124] [INFO ] [sig ] [1651/2211] Forecasting RBOT... [2025-10-09T22:50:07.073163] [INFO ] [sig ] Generating forecast for: RBOT [2025-10-09T22:50:07.073193] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBOT' from 'https://tdm.silogroup.org/data/derivative_storage/RBOT.csv'. [2025-10-09T22:50:07.076385] [WARN ] [REMOTE ] Historical data not found for symbol 'RBOT' (404). [2025-10-09T22:50:07.076552] [FATAL] [sig ] RBOT: No historical data fetched. [2025-10-09T22:50:07.076634] [WARN ] [sig ] [1651/2211] Failed RBOT after 0.0s | 5.43 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.076739] [INFO ] [sig ] [1652/2211] Forecasting RBRK... [2025-10-09T22:50:07.076779] [INFO ] [sig ] Generating forecast for: RBRK [2025-10-09T22:50:07.076808] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RBRK' from 'https://tdm.silogroup.org/data/derivative_storage/RBRK.csv'. [2025-10-09T22:50:07.080103] [WARN ] [REMOTE ] Historical data not found for symbol 'RBRK' (404). [2025-10-09T22:50:07.080269] [FATAL] [sig ] RBRK: No historical data fetched. [2025-10-09T22:50:07.080350] [WARN ] [sig ] [1652/2211] Failed RBRK after 0.0s | 5.44 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.080419] [INFO ] [sig ] [1653/2211] Forecasting RC... [2025-10-09T22:50:07.080462] [INFO ] [sig ] Generating forecast for: RC [2025-10-09T22:50:07.080492] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RC' from 'https://tdm.silogroup.org/data/derivative_storage/RC.csv'. [2025-10-09T22:50:07.084020] [WARN ] [REMOTE ] Historical data not found for symbol 'RC' (404). [2025-10-09T22:50:07.084185] [FATAL] [sig ] RC: No historical data fetched. [2025-10-09T22:50:07.084267] [WARN ] [sig ] [1653/2211] Failed RC after 0.0s | 5.44 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.084335] [INFO ] [sig ] [1654/2211] Forecasting RCI... [2025-10-09T22:50:07.084373] [INFO ] [sig ] Generating forecast for: RCI [2025-10-09T22:50:07.084404] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCI' from 'https://tdm.silogroup.org/data/derivative_storage/RCI.csv'. [2025-10-09T22:50:07.087584] [WARN ] [REMOTE ] Historical data not found for symbol 'RCI' (404). [2025-10-09T22:50:07.087808] [FATAL] [sig ] RCI: No historical data fetched. [2025-10-09T22:50:07.087902] [WARN ] [sig ] [1654/2211] Failed RCI after 0.0s | 5.44 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.087969] [INFO ] [sig ] [1655/2211] Forecasting RCL... [2025-10-09T22:50:07.088008] [INFO ] [sig ] Generating forecast for: RCL [2025-10-09T22:50:07.088038] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCL' from 'https://tdm.silogroup.org/data/derivative_storage/RCL.csv'. [2025-10-09T22:50:07.091279] [WARN ] [REMOTE ] Historical data not found for symbol 'RCL' (404). [2025-10-09T22:50:07.091445] [FATAL] [sig ] RCL: No historical data fetched. [2025-10-09T22:50:07.091525] [WARN ] [sig ] [1655/2211] Failed RCL after 0.0s | 5.44 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.091593] [INFO ] [sig ] [1656/2211] Forecasting RCS... [2025-10-09T22:50:07.091631] [INFO ] [sig ] Generating forecast for: RCS [2025-10-09T22:50:07.091705] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCS' from 'https://tdm.silogroup.org/data/derivative_storage/RCS.csv'. [2025-10-09T22:50:07.094972] [WARN ] [REMOTE ] Historical data not found for symbol 'RCS' (404). [2025-10-09T22:50:07.095140] [FATAL] [sig ] RCS: No historical data fetched. [2025-10-09T22:50:07.095220] [WARN ] [sig ] [1656/2211] Failed RCS after 0.0s | 5.45 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.095287] [INFO ] [sig ] [1657/2211] Forecasting RCUS... [2025-10-09T22:50:07.095326] [INFO ] [sig ] Generating forecast for: RCUS [2025-10-09T22:50:07.095356] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RCUS' from 'https://tdm.silogroup.org/data/derivative_storage/RCUS.csv'. [2025-10-09T22:50:07.098693] [WARN ] [REMOTE ] Historical data not found for symbol 'RCUS' (404). [2025-10-09T22:50:07.098858] [FATAL] [sig ] RCUS: No historical data fetched. [2025-10-09T22:50:07.098936] [WARN ] [sig ] [1657/2211] Failed RCUS after 0.0s | 5.45 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.099002] [INFO ] [sig ] [1658/2211] Forecasting RDDT... [2025-10-09T22:50:07.099039] [INFO ] [sig ] Generating forecast for: RDDT [2025-10-09T22:50:07.099068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDDT' from 'https://tdm.silogroup.org/data/derivative_storage/RDDT.csv'. [2025-10-09T22:50:07.102281] [WARN ] [REMOTE ] Historical data not found for symbol 'RDDT' (404). [2025-10-09T22:50:07.102462] [FATAL] [sig ] RDDT: No historical data fetched. [2025-10-09T22:50:07.102558] [WARN ] [sig ] [1658/2211] Failed RDDT after 0.0s | 5.45 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.102635] [INFO ] [sig ] [1659/2211] Forecasting RDN... [2025-10-09T22:50:07.102710] [INFO ] [sig ] Generating forecast for: RDN [2025-10-09T22:50:07.102745] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDN' from 'https://tdm.silogroup.org/data/derivative_storage/RDN.csv'. [2025-10-09T22:50:07.106052] [WARN ] [REMOTE ] Historical data not found for symbol 'RDN' (404). [2025-10-09T22:50:07.106217] [FATAL] [sig ] RDN: No historical data fetched. [2025-10-09T22:50:07.106296] [WARN ] [sig ] [1659/2211] Failed RDN after 0.0s | 5.46 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.106362] [INFO ] [sig ] [1660/2211] Forecasting RDW... [2025-10-09T22:50:07.106399] [INFO ] [sig ] Generating forecast for: RDW [2025-10-09T22:50:07.106428] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDW' from 'https://tdm.silogroup.org/data/derivative_storage/RDW.csv'. [2025-10-09T22:50:07.109767] [WARN ] [REMOTE ] Historical data not found for symbol 'RDW' (404). [2025-10-09T22:50:07.109930] [FATAL] [sig ] RDW: No historical data fetched. [2025-10-09T22:50:07.110010] [WARN ] [sig ] [1660/2211] Failed RDW after 0.0s | 5.46 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.110076] [INFO ] [sig ] [1661/2211] Forecasting RDY... [2025-10-09T22:50:07.110114] [INFO ] [sig ] Generating forecast for: RDY [2025-10-09T22:50:07.110144] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RDY' from 'https://tdm.silogroup.org/data/derivative_storage/RDY.csv'. [2025-10-09T22:50:07.113362] [WARN ] [REMOTE ] Historical data not found for symbol 'RDY' (404). [2025-10-09T22:50:07.113526] [FATAL] [sig ] RDY: No historical data fetched. [2025-10-09T22:50:07.113605] [WARN ] [sig ] [1661/2211] Failed RDY after 0.0s | 5.46 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.113692] [INFO ] [sig ] [1662/2211] Forecasting RELX... [2025-10-09T22:50:07.113734] [INFO ] [sig ] Generating forecast for: RELX [2025-10-09T22:50:07.113763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RELX' from 'https://tdm.silogroup.org/data/derivative_storage/RELX.csv'. [2025-10-09T22:50:07.116930] [WARN ] [REMOTE ] Historical data not found for symbol 'RELX' (404). [2025-10-09T22:50:07.117093] [FATAL] [sig ] RELX: No historical data fetched. [2025-10-09T22:50:07.117171] [WARN ] [sig ] [1662/2211] Failed RELX after 0.0s | 5.47 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.117237] [INFO ] [sig ] [1663/2211] Forecasting RERE... [2025-10-09T22:50:07.117274] [INFO ] [sig ] Generating forecast for: RERE [2025-10-09T22:50:07.117302] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RERE' from 'https://tdm.silogroup.org/data/derivative_storage/RERE.csv'. [2025-10-09T22:50:07.120637] [WARN ] [REMOTE ] Historical data not found for symbol 'RERE' (404). [2025-10-09T22:50:07.120828] [FATAL] [sig ] RERE: No historical data fetched. [2025-10-09T22:50:07.120906] [WARN ] [sig ] [1663/2211] Failed RERE after 0.0s | 5.47 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.120970] [INFO ] [sig ] [1664/2211] Forecasting RES... [2025-10-09T22:50:07.121008] [INFO ] [sig ] Generating forecast for: RES [2025-10-09T22:50:07.121037] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RES' from 'https://tdm.silogroup.org/data/derivative_storage/RES.csv'. [2025-10-09T22:50:07.124199] [WARN ] [REMOTE ] Historical data not found for symbol 'RES' (404). [2025-10-09T22:50:07.124361] [FATAL] [sig ] RES: No historical data fetched. [2025-10-09T22:50:07.124442] [WARN ] [sig ] [1664/2211] Failed RES after 0.0s | 5.47 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.124516] [INFO ] [sig ] [1665/2211] Forecasting REVG... [2025-10-09T22:50:07.124555] [INFO ] [sig ] Generating forecast for: REVG [2025-10-09T22:50:07.124583] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REVG' from 'https://tdm.silogroup.org/data/derivative_storage/REVG.csv'. [2025-10-09T22:50:07.127785] [WARN ] [REMOTE ] Historical data not found for symbol 'REVG' (404). [2025-10-09T22:50:07.127948] [FATAL] [sig ] REVG: No historical data fetched. [2025-10-09T22:50:07.128042] [WARN ] [sig ] [1665/2211] Failed REVG after 0.0s | 5.48 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.128109] [INFO ] [sig ] [1666/2211] Forecasting REX... [2025-10-09T22:50:07.128147] [INFO ] [sig ] Generating forecast for: REX [2025-10-09T22:50:07.128176] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REX' from 'https://tdm.silogroup.org/data/derivative_storage/REX.csv'. [2025-10-09T22:50:07.131381] [WARN ] [REMOTE ] Historical data not found for symbol 'REX' (404). [2025-10-09T22:50:07.131544] [FATAL] [sig ] REX: No historical data fetched. [2025-10-09T22:50:07.131624] [WARN ] [sig ] [1666/2211] Failed REX after 0.0s | 5.48 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.131711] [INFO ] [sig ] [1667/2211] Forecasting REXR... [2025-10-09T22:50:07.131749] [INFO ] [sig ] Generating forecast for: REXR [2025-10-09T22:50:07.131777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REXR' from 'https://tdm.silogroup.org/data/derivative_storage/REXR.csv'. [2025-10-09T22:50:07.134915] [WARN ] [REMOTE ] Historical data not found for symbol 'REXR' (404). [2025-10-09T22:50:07.135078] [FATAL] [sig ] REXR: No historical data fetched. [2025-10-09T22:50:07.135158] [WARN ] [sig ] [1667/2211] Failed REXR after 0.0s | 5.48 sym/s | Total: 5.1m | ETA: 1.7m [2025-10-09T22:50:07.135225] [INFO ] [sig ] [1668/2211] Forecasting REZI... [2025-10-09T22:50:07.135263] [INFO ] [sig ] Generating forecast for: REZI [2025-10-09T22:50:07.135292] [DEBUG] [REMOTE ] Fetching historical data for symbol 'REZI' from 'https://tdm.silogroup.org/data/derivative_storage/REZI.csv'. [2025-10-09T22:50:07.138542] [WARN ] [REMOTE ] Historical data not found for symbol 'REZI' (404). [2025-10-09T22:50:07.138726] [FATAL] [sig ] REZI: No historical data fetched. [2025-10-09T22:50:07.138805] [WARN ] [sig ] [1668/2211] Failed REZI after 0.0s | 5.49 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.138871] [INFO ] [sig ] [1669/2211] Forecasting RF... [2025-10-09T22:50:07.138908] [INFO ] [sig ] Generating forecast for: RF [2025-10-09T22:50:07.138937] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RF' from 'https://tdm.silogroup.org/data/derivative_storage/RF.csv'. [2025-10-09T22:50:07.142054] [WARN ] [REMOTE ] Historical data not found for symbol 'RF' (404). [2025-10-09T22:50:07.142216] [FATAL] [sig ] RF: No historical data fetched. [2025-10-09T22:50:07.142296] [WARN ] [sig ] [1669/2211] Failed RF after 0.0s | 5.49 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.142362] [INFO ] [sig ] [1670/2211] Forecasting RFI... [2025-10-09T22:50:07.142400] [INFO ] [sig ] Generating forecast for: RFI [2025-10-09T22:50:07.142429] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFI' from 'https://tdm.silogroup.org/data/derivative_storage/RFI.csv'. [2025-10-09T22:50:07.145606] [WARN ] [REMOTE ] Historical data not found for symbol 'RFI' (404). [2025-10-09T22:50:07.145796] [FATAL] [sig ] RFI: No historical data fetched. [2025-10-09T22:50:07.145875] [WARN ] [sig ] [1670/2211] Failed RFI after 0.0s | 5.49 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.145939] [INFO ] [sig ] [1671/2211] Forecasting RFL... [2025-10-09T22:50:07.145976] [INFO ] [sig ] Generating forecast for: RFL [2025-10-09T22:50:07.146005] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFL' from 'https://tdm.silogroup.org/data/derivative_storage/RFL.csv'. [2025-10-09T22:50:07.149176] [WARN ] [REMOTE ] Historical data not found for symbol 'RFL' (404). [2025-10-09T22:50:07.149339] [FATAL] [sig ] RFL: No historical data fetched. [2025-10-09T22:50:07.149421] [WARN ] [sig ] [1671/2211] Failed RFL after 0.0s | 5.50 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.149502] [INFO ] [sig ] [1672/2211] Forecasting RFM... [2025-10-09T22:50:07.149548] [INFO ] [sig ] Generating forecast for: RFM [2025-10-09T22:50:07.149583] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFM' from 'https://tdm.silogroup.org/data/derivative_storage/RFM.csv'. [2025-10-09T22:50:07.152782] [WARN ] [REMOTE ] Historical data not found for symbol 'RFM' (404). [2025-10-09T22:50:07.152945] [FATAL] [sig ] RFM: No historical data fetched. [2025-10-09T22:50:07.153022] [WARN ] [sig ] [1672/2211] Failed RFM after 0.0s | 5.50 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.153087] [INFO ] [sig ] [1673/2211] Forecasting RFMZ... [2025-10-09T22:50:07.153125] [INFO ] [sig ] Generating forecast for: RFMZ [2025-10-09T22:50:07.153153] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RFMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RFMZ.csv'. [2025-10-09T22:50:07.156374] [WARN ] [REMOTE ] Historical data not found for symbol 'RFMZ' (404). [2025-10-09T22:50:07.156537] [FATAL] [sig ] RFMZ: No historical data fetched. [2025-10-09T22:50:07.156616] [WARN ] [sig ] [1673/2211] Failed RFMZ after 0.0s | 5.50 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.156703] [INFO ] [sig ] [1674/2211] Forecasting RGA... [2025-10-09T22:50:07.156741] [INFO ] [sig ] Generating forecast for: RGA [2025-10-09T22:50:07.156770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RGA' from 'https://tdm.silogroup.org/data/derivative_storage/RGA.csv'. [2025-10-09T22:50:07.159941] [WARN ] [REMOTE ] Historical data not found for symbol 'RGA' (404). [2025-10-09T22:50:07.160102] [FATAL] [sig ] RGA: No historical data fetched. [2025-10-09T22:50:07.160183] [WARN ] [sig ] [1674/2211] Failed RGA after 0.0s | 5.51 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.160248] [INFO ] [sig ] [1675/2211] Forecasting RGR... [2025-10-09T22:50:07.160285] [INFO ] [sig ] Generating forecast for: RGR [2025-10-09T22:50:07.160314] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RGR' from 'https://tdm.silogroup.org/data/derivative_storage/RGR.csv'. [2025-10-09T22:50:07.163490] [WARN ] [REMOTE ] Historical data not found for symbol 'RGR' (404). [2025-10-09T22:50:07.163675] [FATAL] [sig ] RGR: No historical data fetched. [2025-10-09T22:50:07.163755] [WARN ] [sig ] [1675/2211] Failed RGR after 0.0s | 5.51 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.163822] [INFO ] [sig ] [1676/2211] Forecasting RGT... [2025-10-09T22:50:07.163859] [INFO ] [sig ] Generating forecast for: RGT [2025-10-09T22:50:07.163887] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RGT' from 'https://tdm.silogroup.org/data/derivative_storage/RGT.csv'. [2025-10-09T22:50:07.167042] [WARN ] [REMOTE ] Historical data not found for symbol 'RGT' (404). [2025-10-09T22:50:07.167204] [FATAL] [sig ] RGT: No historical data fetched. [2025-10-09T22:50:07.167284] [WARN ] [sig ] [1676/2211] Failed RGT after 0.0s | 5.51 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.167350] [INFO ] [sig ] [1677/2211] Forecasting RH... [2025-10-09T22:50:07.167396] [INFO ] [sig ] Generating forecast for: RH [2025-10-09T22:50:07.167431] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RH' from 'https://tdm.silogroup.org/data/derivative_storage/RH.csv'. [2025-10-09T22:50:07.170725] [WARN ] [REMOTE ] Historical data not found for symbol 'RH' (404). [2025-10-09T22:50:07.170886] [FATAL] [sig ] RH: No historical data fetched. [2025-10-09T22:50:07.170964] [WARN ] [sig ] [1677/2211] Failed RH after 0.0s | 5.52 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.171029] [INFO ] [sig ] [1678/2211] Forecasting RHI... [2025-10-09T22:50:07.171077] [INFO ] [sig ] Generating forecast for: RHI [2025-10-09T22:50:07.171108] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RHI' from 'https://tdm.silogroup.org/data/derivative_storage/RHI.csv'. [2025-10-09T22:50:07.174342] [WARN ] [REMOTE ] Historical data not found for symbol 'RHI' (404). [2025-10-09T22:50:07.174499] [FATAL] [sig ] RHI: No historical data fetched. [2025-10-09T22:50:07.174580] [WARN ] [sig ] [1678/2211] Failed RHI after 0.0s | 5.52 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.174677] [INFO ] [sig ] [1679/2211] Forecasting RHP... [2025-10-09T22:50:07.174731] [INFO ] [sig ] Generating forecast for: RHP [2025-10-09T22:50:07.174763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RHP' from 'https://tdm.silogroup.org/data/derivative_storage/RHP.csv'. [2025-10-09T22:50:07.178125] [WARN ] [REMOTE ] Historical data not found for symbol 'RHP' (404). [2025-10-09T22:50:07.178288] [FATAL] [sig ] RHP: No historical data fetched. [2025-10-09T22:50:07.178369] [WARN ] [sig ] [1679/2211] Failed RHP after 0.0s | 5.52 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.178435] [INFO ] [sig ] [1680/2211] Forecasting RIG... [2025-10-09T22:50:07.178473] [INFO ] [sig ] Generating forecast for: RIG [2025-10-09T22:50:07.178501] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RIG' from 'https://tdm.silogroup.org/data/derivative_storage/RIG.csv'. [2025-10-09T22:50:07.181716] [WARN ] [REMOTE ] Historical data not found for symbol 'RIG' (404). [2025-10-09T22:50:07.181878] [FATAL] [sig ] RIG: No historical data fetched. [2025-10-09T22:50:07.181956] [WARN ] [sig ] [1680/2211] Failed RIG after 0.0s | 5.53 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.182020] [INFO ] [sig ] [1681/2211] Forecasting RIO... [2025-10-09T22:50:07.182057] [INFO ] [sig ] Generating forecast for: RIO [2025-10-09T22:50:07.182086] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RIO' from 'https://tdm.silogroup.org/data/derivative_storage/RIO.csv'. [2025-10-09T22:50:07.185292] [WARN ] [REMOTE ] Historical data not found for symbol 'RIO' (404). [2025-10-09T22:50:07.185478] [FATAL] [sig ] RIO: No historical data fetched. [2025-10-09T22:50:07.185570] [WARN ] [sig ] [1681/2211] Failed RIO after 0.0s | 5.53 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.185620] [INFO ] [sig ] [1682/2211] Forecasting RITM... [2025-10-09T22:50:07.185679] [INFO ] [sig ] Generating forecast for: RITM [2025-10-09T22:50:07.185727] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RITM' from 'https://tdm.silogroup.org/data/derivative_storage/RITM.csv'. [2025-10-09T22:50:07.188976] [WARN ] [REMOTE ] Historical data not found for symbol 'RITM' (404). [2025-10-09T22:50:07.189142] [FATAL] [sig ] RITM: No historical data fetched. [2025-10-09T22:50:07.189221] [WARN ] [sig ] [1682/2211] Failed RITM after 0.0s | 5.53 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.189287] [INFO ] [sig ] [1683/2211] Forecasting RIV... [2025-10-09T22:50:07.189325] [INFO ] [sig ] Generating forecast for: RIV [2025-10-09T22:50:07.189354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RIV' from 'https://tdm.silogroup.org/data/derivative_storage/RIV.csv'. [2025-10-09T22:50:07.192526] [WARN ] [REMOTE ] Historical data not found for symbol 'RIV' (404). [2025-10-09T22:50:07.192711] [FATAL] [sig ] RIV: No historical data fetched. [2025-10-09T22:50:07.192790] [WARN ] [sig ] [1683/2211] Failed RIV after 0.0s | 5.54 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.192856] [INFO ] [sig ] [1684/2211] Forecasting RJF... [2025-10-09T22:50:07.192895] [INFO ] [sig ] Generating forecast for: RJF [2025-10-09T22:50:07.192924] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RJF' from 'https://tdm.silogroup.org/data/derivative_storage/RJF.csv'. [2025-10-09T22:50:07.196076] [WARN ] [REMOTE ] Historical data not found for symbol 'RJF' (404). [2025-10-09T22:50:07.196250] [FATAL] [sig ] RJF: No historical data fetched. [2025-10-09T22:50:07.196330] [WARN ] [sig ] [1684/2211] Failed RJF after 0.0s | 5.54 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.196396] [INFO ] [sig ] [1685/2211] Forecasting RKT... [2025-10-09T22:50:07.196435] [INFO ] [sig ] Generating forecast for: RKT [2025-10-09T22:50:07.196468] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RKT' from 'https://tdm.silogroup.org/data/derivative_storage/RKT.csv'. [2025-10-09T22:50:07.199733] [WARN ] [REMOTE ] Historical data not found for symbol 'RKT' (404). [2025-10-09T22:50:07.199895] [FATAL] [sig ] RKT: No historical data fetched. [2025-10-09T22:50:07.199974] [WARN ] [sig ] [1685/2211] Failed RKT after 0.0s | 5.54 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.200038] [INFO ] [sig ] [1686/2211] Forecasting RL... [2025-10-09T22:50:07.200076] [INFO ] [sig ] Generating forecast for: RL [2025-10-09T22:50:07.200104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RL' from 'https://tdm.silogroup.org/data/derivative_storage/RL.csv'. [2025-10-09T22:50:07.203257] [WARN ] [REMOTE ] Historical data not found for symbol 'RL' (404). [2025-10-09T22:50:07.203423] [FATAL] [sig ] RL: No historical data fetched. [2025-10-09T22:50:07.203504] [WARN ] [sig ] [1686/2211] Failed RL after 0.0s | 5.54 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.203570] [INFO ] [sig ] [1687/2211] Forecasting RLI... [2025-10-09T22:50:07.203608] [INFO ] [sig ] Generating forecast for: RLI [2025-10-09T22:50:07.203637] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLI' from 'https://tdm.silogroup.org/data/derivative_storage/RLI.csv'. [2025-10-09T22:50:07.206810] [WARN ] [REMOTE ] Historical data not found for symbol 'RLI' (404). [2025-10-09T22:50:07.206972] [FATAL] [sig ] RLI: No historical data fetched. [2025-10-09T22:50:07.207051] [WARN ] [sig ] [1687/2211] Failed RLI after 0.0s | 5.55 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.207116] [INFO ] [sig ] [1688/2211] Forecasting RLJ... [2025-10-09T22:50:07.207154] [INFO ] [sig ] Generating forecast for: RLJ [2025-10-09T22:50:07.207183] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLJ' from 'https://tdm.silogroup.org/data/derivative_storage/RLJ.csv'. [2025-10-09T22:50:07.210827] [WARN ] [REMOTE ] Historical data not found for symbol 'RLJ' (404). [2025-10-09T22:50:07.210990] [FATAL] [sig ] RLJ: No historical data fetched. [2025-10-09T22:50:07.211070] [WARN ] [sig ] [1688/2211] Failed RLJ after 0.0s | 5.55 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.211136] [INFO ] [sig ] [1689/2211] Forecasting RLTY... [2025-10-09T22:50:07.211174] [INFO ] [sig ] Generating forecast for: RLTY [2025-10-09T22:50:07.211203] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLTY' from 'https://tdm.silogroup.org/data/derivative_storage/RLTY.csv'. [2025-10-09T22:50:07.214451] [WARN ] [REMOTE ] Historical data not found for symbol 'RLTY' (404). [2025-10-09T22:50:07.214631] [FATAL] [sig ] RLTY: No historical data fetched. [2025-10-09T22:50:07.214732] [WARN ] [sig ] [1689/2211] Failed RLTY after 0.0s | 5.55 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.214797] [INFO ] [sig ] [1690/2211] Forecasting RLX... [2025-10-09T22:50:07.214835] [INFO ] [sig ] Generating forecast for: RLX [2025-10-09T22:50:07.214863] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RLX' from 'https://tdm.silogroup.org/data/derivative_storage/RLX.csv'. [2025-10-09T22:50:07.218512] [WARN ] [REMOTE ] Historical data not found for symbol 'RLX' (404). [2025-10-09T22:50:07.218697] [FATAL] [sig ] RLX: No historical data fetched. [2025-10-09T22:50:07.218778] [WARN ] [sig ] [1690/2211] Failed RLX after 0.0s | 5.56 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.218842] [INFO ] [sig ] [1691/2211] Forecasting RM... [2025-10-09T22:50:07.218879] [INFO ] [sig ] Generating forecast for: RM [2025-10-09T22:50:07.218920] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RM' from 'https://tdm.silogroup.org/data/derivative_storage/RM.csv'. [2025-10-09T22:50:07.222350] [WARN ] [REMOTE ] Historical data not found for symbol 'RM' (404). [2025-10-09T22:50:07.222514] [FATAL] [sig ] RM: No historical data fetched. [2025-10-09T22:50:07.222595] [WARN ] [sig ] [1691/2211] Failed RM after 0.0s | 5.56 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.222682] [INFO ] [sig ] [1692/2211] Forecasting RMAX... [2025-10-09T22:50:07.222729] [INFO ] [sig ] Generating forecast for: RMAX [2025-10-09T22:50:07.222759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMAX' from 'https://tdm.silogroup.org/data/derivative_storage/RMAX.csv'. [2025-10-09T22:50:07.226008] [WARN ] [REMOTE ] Historical data not found for symbol 'RMAX' (404). [2025-10-09T22:50:07.226174] [FATAL] [sig ] RMAX: No historical data fetched. [2025-10-09T22:50:07.226255] [WARN ] [sig ] [1692/2211] Failed RMAX after 0.0s | 5.56 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.226322] [INFO ] [sig ] [1693/2211] Forecasting RMD... [2025-10-09T22:50:07.226361] [INFO ] [sig ] Generating forecast for: RMD [2025-10-09T22:50:07.226391] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMD' from 'https://tdm.silogroup.org/data/derivative_storage/RMD.csv'. [2025-10-09T22:50:07.229801] [WARN ] [REMOTE ] Historical data not found for symbol 'RMD' (404). [2025-10-09T22:50:07.229974] [FATAL] [sig ] RMD: No historical data fetched. [2025-10-09T22:50:07.230053] [WARN ] [sig ] [1693/2211] Failed RMD after 0.0s | 5.57 sym/s | Total: 5.1m | ETA: 1.6m [2025-10-09T22:50:07.230118] [INFO ] [sig ] [1694/2211] Forecasting RMI... [2025-10-09T22:50:07.230156] [INFO ] [sig ] Generating forecast for: RMI [2025-10-09T22:50:07.230185] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMI' from 'https://tdm.silogroup.org/data/derivative_storage/RMI.csv'. [2025-10-09T22:50:07.233410] [WARN ] [REMOTE ] Historical data not found for symbol 'RMI' (404). [2025-10-09T22:50:07.233575] [FATAL] [sig ] RMI: No historical data fetched. [2025-10-09T22:50:07.233676] [WARN ] [sig ] [1694/2211] Failed RMI after 0.0s | 5.57 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.233745] [INFO ] [sig ] [1695/2211] Forecasting RMM... [2025-10-09T22:50:07.233784] [INFO ] [sig ] Generating forecast for: RMM [2025-10-09T22:50:07.233813] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMM' from 'https://tdm.silogroup.org/data/derivative_storage/RMM.csv'. [2025-10-09T22:50:07.236954] [WARN ] [REMOTE ] Historical data not found for symbol 'RMM' (404). [2025-10-09T22:50:07.237118] [FATAL] [sig ] RMM: No historical data fetched. [2025-10-09T22:50:07.237198] [WARN ] [sig ] [1695/2211] Failed RMM after 0.0s | 5.57 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.237264] [INFO ] [sig ] [1696/2211] Forecasting RMMZ... [2025-10-09T22:50:07.237302] [INFO ] [sig ] Generating forecast for: RMMZ [2025-10-09T22:50:07.237330] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RMMZ.csv'. [2025-10-09T22:50:07.240609] [WARN ] [REMOTE ] Historical data not found for symbol 'RMMZ' (404). [2025-10-09T22:50:07.240804] [FATAL] [sig ] RMMZ: No historical data fetched. [2025-10-09T22:50:07.240884] [WARN ] [sig ] [1696/2211] Failed RMMZ after 0.0s | 5.58 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.240951] [INFO ] [sig ] [1697/2211] Forecasting RMT... [2025-10-09T22:50:07.240989] [INFO ] [sig ] Generating forecast for: RMT [2025-10-09T22:50:07.241018] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RMT' from 'https://tdm.silogroup.org/data/derivative_storage/RMT.csv'. [2025-10-09T22:50:07.244191] [WARN ] [REMOTE ] Historical data not found for symbol 'RMT' (404). [2025-10-09T22:50:07.244353] [FATAL] [sig ] RMT: No historical data fetched. [2025-10-09T22:50:07.244453] [WARN ] [sig ] [1697/2211] Failed RMT after 0.0s | 5.58 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.244520] [INFO ] [sig ] [1698/2211] Forecasting RNG... [2025-10-09T22:50:07.244558] [INFO ] [sig ] Generating forecast for: RNG [2025-10-09T22:50:07.244587] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNG' from 'https://tdm.silogroup.org/data/derivative_storage/RNG.csv'. [2025-10-09T22:50:07.247777] [WARN ] [REMOTE ] Historical data not found for symbol 'RNG' (404). [2025-10-09T22:50:07.247939] [FATAL] [sig ] RNG: No historical data fetched. [2025-10-09T22:50:07.248017] [WARN ] [sig ] [1698/2211] Failed RNG after 0.0s | 5.58 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.248081] [INFO ] [sig ] [1699/2211] Forecasting RNGR... [2025-10-09T22:50:07.248119] [INFO ] [sig ] Generating forecast for: RNGR [2025-10-09T22:50:07.248148] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNGR' from 'https://tdm.silogroup.org/data/derivative_storage/RNGR.csv'. [2025-10-09T22:50:07.251365] [WARN ] [REMOTE ] Historical data not found for symbol 'RNGR' (404). [2025-10-09T22:50:07.251526] [FATAL] [sig ] RNGR: No historical data fetched. [2025-10-09T22:50:07.251606] [WARN ] [sig ] [1699/2211] Failed RNGR after 0.0s | 5.59 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.251692] [INFO ] [sig ] [1700/2211] Forecasting RNP... [2025-10-09T22:50:07.251735] [INFO ] [sig ] Generating forecast for: RNP [2025-10-09T22:50:07.251764] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNP' from 'https://tdm.silogroup.org/data/derivative_storage/RNP.csv'. [2025-10-09T22:50:07.254994] [WARN ] [REMOTE ] Historical data not found for symbol 'RNP' (404). [2025-10-09T22:50:07.255161] [FATAL] [sig ] RNP: No historical data fetched. [2025-10-09T22:50:07.255242] [WARN ] [sig ] [1700/2211] Failed RNP after 0.0s | 5.59 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.255309] [INFO ] [sig ] [1701/2211] Forecasting RNR... [2025-10-09T22:50:07.255348] [INFO ] [sig ] Generating forecast for: RNR [2025-10-09T22:50:07.255377] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNR' from 'https://tdm.silogroup.org/data/derivative_storage/RNR.csv'. [2025-10-09T22:50:07.258636] [WARN ] [REMOTE ] Historical data not found for symbol 'RNR' (404). [2025-10-09T22:50:07.258830] [FATAL] [sig ] RNR: No historical data fetched. [2025-10-09T22:50:07.258909] [WARN ] [sig ] [1701/2211] Failed RNR after 0.0s | 5.59 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.258973] [INFO ] [sig ] [1702/2211] Forecasting RNST... [2025-10-09T22:50:07.259011] [INFO ] [sig ] Generating forecast for: RNST [2025-10-09T22:50:07.259039] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RNST' from 'https://tdm.silogroup.org/data/derivative_storage/RNST.csv'. [2025-10-09T22:50:07.262236] [WARN ] [REMOTE ] Historical data not found for symbol 'RNST' (404). [2025-10-09T22:50:07.262400] [FATAL] [sig ] RNST: No historical data fetched. [2025-10-09T22:50:07.262480] [WARN ] [sig ] [1702/2211] Failed RNST after 0.0s | 5.60 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.262546] [INFO ] [sig ] [1703/2211] Forecasting ROG... [2025-10-09T22:50:07.262583] [INFO ] [sig ] Generating forecast for: ROG [2025-10-09T22:50:07.262612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ROG' from 'https://tdm.silogroup.org/data/derivative_storage/ROG.csv'. [2025-10-09T22:50:07.265790] [WARN ] [REMOTE ] Historical data not found for symbol 'ROG' (404). [2025-10-09T22:50:07.265952] [FATAL] [sig ] ROG: No historical data fetched. [2025-10-09T22:50:07.266030] [WARN ] [sig ] [1703/2211] Failed ROG after 0.0s | 5.60 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.266094] [INFO ] [sig ] [1704/2211] Forecasting ROK... [2025-10-09T22:50:07.266132] [INFO ] [sig ] Generating forecast for: ROK [2025-10-09T22:50:07.266160] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ROK' from 'https://tdm.silogroup.org/data/derivative_storage/ROK.csv'. [2025-10-09T22:50:07.269347] [WARN ] [REMOTE ] Historical data not found for symbol 'ROK' (404). [2025-10-09T22:50:07.269510] [FATAL] [sig ] ROK: No historical data fetched. [2025-10-09T22:50:07.269590] [WARN ] [sig ] [1704/2211] Failed ROK after 0.0s | 5.60 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.269681] [INFO ] [sig ] [1705/2211] Forecasting ROL... [2025-10-09T22:50:07.269729] [INFO ] [sig ] Generating forecast for: ROL [2025-10-09T22:50:07.269761] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ROL' from 'https://tdm.silogroup.org/data/derivative_storage/ROL.csv'. [2025-10-09T22:50:07.272913] [WARN ] [REMOTE ] Historical data not found for symbol 'ROL' (404). [2025-10-09T22:50:07.273075] [FATAL] [sig ] ROL: No historical data fetched. [2025-10-09T22:50:07.273155] [WARN ] [sig ] [1705/2211] Failed ROL after 0.0s | 5.61 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.273221] [INFO ] [sig ] [1706/2211] Forecasting RPM... [2025-10-09T22:50:07.273258] [INFO ] [sig ] Generating forecast for: RPM [2025-10-09T22:50:07.273287] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RPM' from 'https://tdm.silogroup.org/data/derivative_storage/RPM.csv'. [2025-10-09T22:50:07.276484] [WARN ] [REMOTE ] Historical data not found for symbol 'RPM' (404). [2025-10-09T22:50:07.276664] [FATAL] [sig ] RPM: No historical data fetched. [2025-10-09T22:50:07.276745] [WARN ] [sig ] [1706/2211] Failed RPM after 0.0s | 5.61 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.276811] [INFO ] [sig ] [1707/2211] Forecasting RPT... [2025-10-09T22:50:07.276849] [INFO ] [sig ] Generating forecast for: RPT [2025-10-09T22:50:07.276879] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RPT' from 'https://tdm.silogroup.org/data/derivative_storage/RPT.csv'. [2025-10-09T22:50:07.280018] [WARN ] [REMOTE ] Historical data not found for symbol 'RPT' (404). [2025-10-09T22:50:07.280179] [FATAL] [sig ] RPT: No historical data fetched. [2025-10-09T22:50:07.280259] [WARN ] [sig ] [1707/2211] Failed RPT after 0.0s | 5.61 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.280325] [INFO ] [sig ] [1708/2211] Forecasting RQI... [2025-10-09T22:50:07.280363] [INFO ] [sig ] Generating forecast for: RQI [2025-10-09T22:50:07.280392] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RQI' from 'https://tdm.silogroup.org/data/derivative_storage/RQI.csv'. [2025-10-09T22:50:07.283583] [WARN ] [REMOTE ] Historical data not found for symbol 'RQI' (404). [2025-10-09T22:50:07.283770] [FATAL] [sig ] RQI: No historical data fetched. [2025-10-09T22:50:07.283849] [WARN ] [sig ] [1708/2211] Failed RQI after 0.0s | 5.62 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.283915] [INFO ] [sig ] [1709/2211] Forecasting RRC... [2025-10-09T22:50:07.283953] [INFO ] [sig ] Generating forecast for: RRC [2025-10-09T22:50:07.283983] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RRC' from 'https://tdm.silogroup.org/data/derivative_storage/RRC.csv'. [2025-10-09T22:50:07.287113] [WARN ] [REMOTE ] Historical data not found for symbol 'RRC' (404). [2025-10-09T22:50:07.287273] [FATAL] [sig ] RRC: No historical data fetched. [2025-10-09T22:50:07.287352] [WARN ] [sig ] [1709/2211] Failed RRC after 0.0s | 5.62 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.287418] [INFO ] [sig ] [1710/2211] Forecasting RRX... [2025-10-09T22:50:07.287455] [INFO ] [sig ] Generating forecast for: RRX [2025-10-09T22:50:07.287484] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RRX' from 'https://tdm.silogroup.org/data/derivative_storage/RRX.csv'. [2025-10-09T22:50:07.290737] [WARN ] [REMOTE ] Historical data not found for symbol 'RRX' (404). [2025-10-09T22:50:07.290899] [FATAL] [sig ] RRX: No historical data fetched. [2025-10-09T22:50:07.290977] [WARN ] [sig ] [1710/2211] Failed RRX after 0.0s | 5.62 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.291049] [INFO ] [sig ] [1711/2211] Forecasting RS... [2025-10-09T22:50:07.291101] [INFO ] [sig ] Generating forecast for: RS [2025-10-09T22:50:07.291165] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RS' from 'https://tdm.silogroup.org/data/derivative_storage/RS.csv'. [2025-10-09T22:50:07.294341] [WARN ] [REMOTE ] Historical data not found for symbol 'RS' (404). [2025-10-09T22:50:07.294502] [FATAL] [sig ] RS: No historical data fetched. [2025-10-09T22:50:07.294582] [WARN ] [sig ] [1711/2211] Failed RS after 0.0s | 5.63 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.294678] [INFO ] [sig ] [1712/2211] Forecasting RSF... [2025-10-09T22:50:07.294730] [INFO ] [sig ] Generating forecast for: RSF [2025-10-09T22:50:07.294761] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSF' from 'https://tdm.silogroup.org/data/derivative_storage/RSF.csv'. [2025-10-09T22:50:07.297907] [WARN ] [REMOTE ] Historical data not found for symbol 'RSF' (404). [2025-10-09T22:50:07.298069] [FATAL] [sig ] RSF: No historical data fetched. [2025-10-09T22:50:07.298149] [WARN ] [sig ] [1712/2211] Failed RSF after 0.0s | 5.63 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.298215] [INFO ] [sig ] [1713/2211] Forecasting RSG... [2025-10-09T22:50:07.298253] [INFO ] [sig ] Generating forecast for: RSG [2025-10-09T22:50:07.298282] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSG' from 'https://tdm.silogroup.org/data/derivative_storage/RSG.csv'. [2025-10-09T22:50:07.301599] [WARN ] [REMOTE ] Historical data not found for symbol 'RSG' (404). [2025-10-09T22:50:07.301785] [FATAL] [sig ] RSG: No historical data fetched. [2025-10-09T22:50:07.301865] [WARN ] [sig ] [1713/2211] Failed RSG after 0.0s | 5.63 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.301931] [INFO ] [sig ] [1714/2211] Forecasting RSI... [2025-10-09T22:50:07.301968] [INFO ] [sig ] Generating forecast for: RSI [2025-10-09T22:50:07.301998] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSI' from 'https://tdm.silogroup.org/data/derivative_storage/RSI.csv'. [2025-10-09T22:50:07.305342] [WARN ] [REMOTE ] Historical data not found for symbol 'RSI' (404). [2025-10-09T22:50:07.305504] [FATAL] [sig ] RSI: No historical data fetched. [2025-10-09T22:50:07.305582] [WARN ] [sig ] [1714/2211] Failed RSI after 0.0s | 5.63 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.305672] [INFO ] [sig ] [1715/2211] Forecasting RSKD... [2025-10-09T22:50:07.305723] [INFO ] [sig ] Generating forecast for: RSKD [2025-10-09T22:50:07.305754] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RSKD' from 'https://tdm.silogroup.org/data/derivative_storage/RSKD.csv'. [2025-10-09T22:50:07.308905] [WARN ] [REMOTE ] Historical data not found for symbol 'RSKD' (404). [2025-10-09T22:50:07.309067] [FATAL] [sig ] RSKD: No historical data fetched. [2025-10-09T22:50:07.309145] [WARN ] [sig ] [1715/2211] Failed RSKD after 0.0s | 5.64 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.309209] [INFO ] [sig ] [1716/2211] Forecasting RTO... [2025-10-09T22:50:07.309246] [INFO ] [sig ] Generating forecast for: RTO [2025-10-09T22:50:07.309278] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RTO' from 'https://tdm.silogroup.org/data/derivative_storage/RTO.csv'. [2025-10-09T22:50:07.312439] [WARN ] [REMOTE ] Historical data not found for symbol 'RTO' (404). [2025-10-09T22:50:07.312600] [FATAL] [sig ] RTO: No historical data fetched. [2025-10-09T22:50:07.312701] [WARN ] [sig ] [1716/2211] Failed RTO after 0.0s | 5.64 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.312767] [INFO ] [sig ] [1717/2211] Forecasting RTX... [2025-10-09T22:50:07.312805] [INFO ] [sig ] Generating forecast for: RTX [2025-10-09T22:50:07.312834] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RTX' from 'https://tdm.silogroup.org/data/derivative_storage/RTX.csv'. [2025-10-09T22:50:07.315993] [WARN ] [REMOTE ] Historical data not found for symbol 'RTX' (404). [2025-10-09T22:50:07.316154] [FATAL] [sig ] RTX: No historical data fetched. [2025-10-09T22:50:07.316234] [WARN ] [sig ] [1717/2211] Failed RTX after 0.0s | 5.64 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.316299] [INFO ] [sig ] [1718/2211] Forecasting RVLV... [2025-10-09T22:50:07.316338] [INFO ] [sig ] Generating forecast for: RVLV [2025-10-09T22:50:07.316370] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RVLV' from 'https://tdm.silogroup.org/data/derivative_storage/RVLV.csv'. [2025-10-09T22:50:07.319605] [WARN ] [REMOTE ] Historical data not found for symbol 'RVLV' (404). [2025-10-09T22:50:07.319787] [FATAL] [sig ] RVLV: No historical data fetched. [2025-10-09T22:50:07.319865] [WARN ] [sig ] [1718/2211] Failed RVLV after 0.0s | 5.65 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.319930] [INFO ] [sig ] [1719/2211] Forecasting RVT... [2025-10-09T22:50:07.319967] [INFO ] [sig ] Generating forecast for: RVT [2025-10-09T22:50:07.319995] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RVT' from 'https://tdm.silogroup.org/data/derivative_storage/RVT.csv'. [2025-10-09T22:50:07.323205] [WARN ] [REMOTE ] Historical data not found for symbol 'RVT' (404). [2025-10-09T22:50:07.323365] [FATAL] [sig ] RVT: No historical data fetched. [2025-10-09T22:50:07.323447] [WARN ] [sig ] [1719/2211] Failed RVT after 0.0s | 5.65 sym/s | Total: 5.1m | ETA: 1.5m [2025-10-09T22:50:07.323512] [INFO ] [sig ] [1720/2211] Forecasting RVTY... [2025-10-09T22:50:07.323550] [INFO ] [sig ] Generating forecast for: RVTY [2025-10-09T22:50:07.323579] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RVTY' from 'https://tdm.silogroup.org/data/derivative_storage/RVTY.csv'. [2025-10-09T22:50:07.326919] [WARN ] [REMOTE ] Historical data not found for symbol 'RVTY' (404). [2025-10-09T22:50:07.327081] [FATAL] [sig ] RVTY: No historical data fetched. [2025-10-09T22:50:07.327159] [WARN ] [sig ] [1720/2211] Failed RVTY after 0.0s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:07.327224] [INFO ] [sig ] [1721/2211] Forecasting RWT... [2025-10-09T22:50:07.327262] [INFO ] [sig ] Generating forecast for: RWT [2025-10-09T22:50:07.327290] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RWT' from 'https://tdm.silogroup.org/data/derivative_storage/RWT.csv'. [2025-10-09T22:50:07.330581] [WARN ] [REMOTE ] Historical data not found for symbol 'RWT' (404). [2025-10-09T22:50:07.330765] [FATAL] [sig ] RWT: No historical data fetched. [2025-10-09T22:50:07.330845] [WARN ] [sig ] [1721/2211] Failed RWT after 0.0s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:07.330911] [INFO ] [sig ] [1722/2211] Forecasting RXO... [2025-10-09T22:50:07.330949] [INFO ] [sig ] Generating forecast for: RXO [2025-10-09T22:50:07.330977] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RXO' from 'https://tdm.silogroup.org/data/derivative_storage/RXO.csv'. [2025-10-09T22:50:07.334145] [WARN ] [REMOTE ] Historical data not found for symbol 'RXO' (404). [2025-10-09T22:50:07.334307] [FATAL] [sig ] RXO: No historical data fetched. [2025-10-09T22:50:07.334388] [WARN ] [sig ] [1722/2211] Failed RXO after 0.0s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:07.334466] [INFO ] [sig ] [1723/2211] Forecasting RY... [2025-10-09T22:50:07.334512] [INFO ] [sig ] Generating forecast for: RY [2025-10-09T22:50:07.334548] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RY' from 'https://tdm.silogroup.org/data/derivative_storage/RY.csv'. [2025-10-09T22:50:07.337806] [WARN ] [REMOTE ] Historical data not found for symbol 'RY' (404). [2025-10-09T22:50:07.337969] [FATAL] [sig ] RY: No historical data fetched. [2025-10-09T22:50:07.338047] [WARN ] [sig ] [1723/2211] Failed RY after 0.0s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:07.338119] [INFO ] [sig ] [1724/2211] Forecasting RYAM... [2025-10-09T22:50:07.338158] [INFO ] [sig ] Generating forecast for: RYAM [2025-10-09T22:50:07.338186] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYAM' from 'https://tdm.silogroup.org/data/derivative_storage/RYAM.csv'. [2025-10-09T22:50:07.348421] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'RYAM'. [2025-10-09T22:50:07.348743] [INFO ] [FORECASTER] Starting predict_future for RYAM [2025-10-09T22:50:07.375423] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:07.376203] [DEBUG] [LOCAL ] No optimal features file found for RYAM: ./output/feature-sets/RYAM.txt [2025-10-09T22:50:07.376261] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:07.376295] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:07.376322] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:07.376377] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:07.393849] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:07.394506] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:07.394602] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:07.394635] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:07.431598] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:07.431717] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:07.431764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:07.431794] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:07.434929] [DEBUG] [FORECASTER] RYAM: Forecast T+1@11:T+2@11: UP (p=95.12%) [2025-10-09T22:50:07.435192] [INFO ] [FORECASTER] Completed predict_future for RYAM [2025-10-09T22:50:07.435329] [INFO ] [sig ] RYAM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:07.588078] [INFO ] [LOCAL ] Saved forecast: RYAM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/RYAM.txt [2025-10-09T22:50:07.588390] [WARN ] [sig ] [1724/2211] Failed RYAM after 0.3s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:07.588478] [INFO ] [sig ] [1725/2211] Forecasting RYAN... [2025-10-09T22:50:07.588518] [INFO ] [sig ] Generating forecast for: RYAN [2025-10-09T22:50:07.588549] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYAN' from 'https://tdm.silogroup.org/data/derivative_storage/RYAN.csv'. [2025-10-09T22:50:07.600104] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'RYAN'. [2025-10-09T22:50:07.600665] [INFO ] [FORECASTER] Starting predict_future for RYAN [2025-10-09T22:50:07.628960] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:07.629782] [DEBUG] [LOCAL ] No optimal features file found for RYAN: ./output/feature-sets/RYAN.txt [2025-10-09T22:50:07.629844] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:07.629880] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:07.629910] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:07.629967] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:07.651121] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:07.652190] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:07.652287] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:07.652325] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:07.691015] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:07.691186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:07.691229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:07.691281] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:07.694857] [DEBUG] [FORECASTER] RYAN: Forecast T+1@11:T+2@11: DOWN (p=13.36%) [2025-10-09T22:50:07.695131] [INFO ] [FORECASTER] Completed predict_future for RYAN [2025-10-09T22:50:07.695266] [INFO ] [sig ] RYAN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:07.837796] [INFO ] [LOCAL ] Saved forecast: RYAN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/RYAN.txt [2025-10-09T22:50:07.838009] [WARN ] [sig ] [1725/2211] Failed RYAN after 0.2s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:07.838085] [INFO ] [sig ] [1726/2211] Forecasting RYI... [2025-10-09T22:50:07.838124] [INFO ] [sig ] Generating forecast for: RYI [2025-10-09T22:50:07.838156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYI' from 'https://tdm.silogroup.org/data/derivative_storage/RYI.csv'. [2025-10-09T22:50:07.848164] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'RYI'. [2025-10-09T22:50:07.848565] [INFO ] [FORECASTER] Starting predict_future for RYI [2025-10-09T22:50:07.874760] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:07.875504] [DEBUG] [LOCAL ] No optimal features file found for RYI: ./output/feature-sets/RYI.txt [2025-10-09T22:50:07.875559] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:07.875592] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:07.875619] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:07.875704] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:07.893267] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:07.893894] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:07.893978] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:07.894013] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:07.929748] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:07.929945] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:07.929990] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:07.930020] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:07.933622] [DEBUG] [FORECASTER] RYI: Forecast T+1@11:T+2@11: UP (p=83.96%) [2025-10-09T22:50:07.933936] [INFO ] [FORECASTER] Completed predict_future for RYI [2025-10-09T22:50:07.934078] [INFO ] [sig ] RYI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:08.077830] [INFO ] [LOCAL ] Saved forecast: RYI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/RYI.txt [2025-10-09T22:50:08.078151] [WARN ] [sig ] [1726/2211] Failed RYI after 0.2s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:08.078205] [INFO ] [sig ] [1727/2211] Forecasting RYN... [2025-10-09T22:50:08.078238] [INFO ] [sig ] Generating forecast for: RYN [2025-10-09T22:50:08.078268] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RYN' from 'https://tdm.silogroup.org/data/derivative_storage/RYN.csv'. [2025-10-09T22:50:08.087577] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'RYN'. [2025-10-09T22:50:08.087926] [INFO ] [FORECASTER] Starting predict_future for RYN [2025-10-09T22:50:08.113277] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:08.114036] [DEBUG] [LOCAL ] No optimal features file found for RYN: ./output/feature-sets/RYN.txt [2025-10-09T22:50:08.114090] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:08.114123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:08.114151] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:08.114206] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:08.131584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:08.132196] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:08.132284] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:08.132317] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:08.167153] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:08.167271] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:08.167309] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:08.167338] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:08.170736] [DEBUG] [FORECASTER] RYN: Forecast T+1@11:T+2@11: DOWN (p=8.60%) [2025-10-09T22:50:08.171004] [INFO ] [FORECASTER] Completed predict_future for RYN [2025-10-09T22:50:08.171142] [INFO ] [sig ] RYN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:08.313557] [INFO ] [LOCAL ] Saved forecast: RYN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/RYN.txt [2025-10-09T22:50:08.313798] [WARN ] [sig ] [1727/2211] Failed RYN after 0.2s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:08.313882] [INFO ] [sig ] [1728/2211] Forecasting RZB... [2025-10-09T22:50:08.313922] [INFO ] [sig ] Generating forecast for: RZB [2025-10-09T22:50:08.313953] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RZB' from 'https://tdm.silogroup.org/data/derivative_storage/RZB.csv'. [2025-10-09T22:50:08.323150] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'RZB'. [2025-10-09T22:50:08.323452] [INFO ] [FORECASTER] Starting predict_future for RZB [2025-10-09T22:50:08.348789] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:08.349496] [DEBUG] [LOCAL ] No optimal features file found for RZB: ./output/feature-sets/RZB.txt [2025-10-09T22:50:08.349549] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:08.349582] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:08.349609] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:08.349686] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:08.367052] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:08.367868] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:08.367958] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:08.367992] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:08.402930] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:08.403050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:08.403088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:08.403116] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:08.406383] [DEBUG] [FORECASTER] RZB: Forecast T+1@11:T+2@11: DOWN (p=29.70%) [2025-10-09T22:50:08.406693] [INFO ] [FORECASTER] Completed predict_future for RZB [2025-10-09T22:50:08.406842] [INFO ] [sig ] RZB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:08.549412] [INFO ] [LOCAL ] Saved forecast: RZB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/RZB.txt [2025-10-09T22:50:08.549637] [WARN ] [sig ] [1728/2211] Failed RZB after 0.2s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:08.549743] [INFO ] [sig ] [1729/2211] Forecasting RZC... [2025-10-09T22:50:08.549782] [INFO ] [sig ] Generating forecast for: RZC [2025-10-09T22:50:08.549813] [DEBUG] [REMOTE ] Fetching historical data for symbol 'RZC' from 'https://tdm.silogroup.org/data/derivative_storage/RZC.csv'. [2025-10-09T22:50:08.559378] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'RZC'. [2025-10-09T22:50:08.559709] [INFO ] [FORECASTER] Starting predict_future for RZC [2025-10-09T22:50:08.585018] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:08.585785] [DEBUG] [LOCAL ] No optimal features file found for RZC: ./output/feature-sets/RZC.txt [2025-10-09T22:50:08.585840] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:08.585874] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:08.585901] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:08.585956] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:08.603201] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:08.603821] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:08.603905] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:08.603939] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:08.640388] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:08.640511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:08.640548] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:08.640577] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:08.643891] [DEBUG] [FORECASTER] RZC: Forecast T+1@11:T+2@11: DOWN (p=49.95%) [2025-10-09T22:50:08.644163] [INFO ] [FORECASTER] Completed predict_future for RZC [2025-10-09T22:50:08.644301] [INFO ] [sig ] RZC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:08.786455] [INFO ] [LOCAL ] Saved forecast: RZC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/RZC.txt [2025-10-09T22:50:08.786701] [WARN ] [sig ] [1729/2211] Failed RZC after 0.2s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:08.786783] [INFO ] [sig ] [1730/2211] Forecasting S... [2025-10-09T22:50:08.786822] [INFO ] [sig ] Generating forecast for: S [2025-10-09T22:50:08.786854] [DEBUG] [REMOTE ] Fetching historical data for symbol 'S' from 'https://tdm.silogroup.org/data/derivative_storage/S.csv'. [2025-10-09T22:50:08.795989] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'S'. [2025-10-09T22:50:08.796293] [INFO ] [FORECASTER] Starting predict_future for S [2025-10-09T22:50:08.821528] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:08.822365] [DEBUG] [LOCAL ] No optimal features file found for S: ./output/feature-sets/S.txt [2025-10-09T22:50:08.822424] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:08.822508] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:08.822545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:08.822603] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:08.841486] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:08.842120] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:08.842205] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:08.842239] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:08.885111] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:08.885280] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:08.885320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:08.885349] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:08.888887] [DEBUG] [FORECASTER] S: Forecast T+1@11:T+2@11: DOWN (p=27.56%) [2025-10-09T22:50:08.889163] [INFO ] [FORECASTER] Completed predict_future for S [2025-10-09T22:50:08.889301] [INFO ] [sig ] S: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:09.035399] [INFO ] [LOCAL ] Saved forecast: S 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/S.txt [2025-10-09T22:50:09.035736] [WARN ] [sig ] [1730/2211] Failed S after 0.2s | 5.66 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:09.035819] [INFO ] [sig ] [1731/2211] Forecasting SA... [2025-10-09T22:50:09.035896] [INFO ] [sig ] Generating forecast for: SA [2025-10-09T22:50:09.035954] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SA' from 'https://tdm.silogroup.org/data/derivative_storage/SA.csv'. [2025-10-09T22:50:09.048610] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SA'. [2025-10-09T22:50:09.049051] [INFO ] [FORECASTER] Starting predict_future for SA [2025-10-09T22:50:09.090176] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:09.090928] [DEBUG] [LOCAL ] No optimal features file found for SA: ./output/feature-sets/SA.txt [2025-10-09T22:50:09.090984] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:09.091018] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:09.091045] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:09.091102] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:09.108235] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:09.108926] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:09.109015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:09.109048] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:09.145786] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:09.145927] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:09.145969] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:09.145997] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:09.149403] [DEBUG] [FORECASTER] SA: Forecast T+1@11:T+2@11: UP (p=63.51%) [2025-10-09T22:50:09.149708] [INFO ] [FORECASTER] Completed predict_future for SA [2025-10-09T22:50:09.149859] [INFO ] [sig ] SA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:09.291078] [INFO ] [LOCAL ] Saved forecast: SA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SA.txt [2025-10-09T22:50:09.291303] [WARN ] [sig ] [1731/2211] Failed SA after 0.3s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:09.291380] [INFO ] [sig ] [1732/2211] Forecasting SABA... [2025-10-09T22:50:09.291419] [INFO ] [sig ] Generating forecast for: SABA [2025-10-09T22:50:09.291451] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SABA' from 'https://tdm.silogroup.org/data/derivative_storage/SABA.csv'. [2025-10-09T22:50:09.300851] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SABA'. [2025-10-09T22:50:09.301107] [INFO ] [FORECASTER] Starting predict_future for SABA [2025-10-09T22:50:09.326238] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:09.326954] [DEBUG] [LOCAL ] No optimal features file found for SABA: ./output/feature-sets/SABA.txt [2025-10-09T22:50:09.327009] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:09.327042] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:09.327069] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:09.327126] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:09.344269] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:09.344949] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:09.345031] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:09.345064] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:09.380669] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:09.380753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:09.380788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:09.380816] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:09.383869] [DEBUG] [FORECASTER] SABA: Forecast T+1@11:T+2@11: UP (p=68.89%) [2025-10-09T22:50:09.384128] [INFO ] [FORECASTER] Completed predict_future for SABA [2025-10-09T22:50:09.384266] [INFO ] [sig ] SABA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:09.525394] [INFO ] [LOCAL ] Saved forecast: SABA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SABA.txt [2025-10-09T22:50:09.525606] [WARN ] [sig ] [1732/2211] Failed SABA after 0.2s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:09.525706] [INFO ] [sig ] [1733/2211] Forecasting SAFE... [2025-10-09T22:50:09.525747] [INFO ] [sig ] Generating forecast for: SAFE [2025-10-09T22:50:09.525778] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAFE' from 'https://tdm.silogroup.org/data/derivative_storage/SAFE.csv'. [2025-10-09T22:50:09.535369] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SAFE'. [2025-10-09T22:50:09.535631] [INFO ] [FORECASTER] Starting predict_future for SAFE [2025-10-09T22:50:09.560886] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:09.561569] [DEBUG] [LOCAL ] No optimal features file found for SAFE: ./output/feature-sets/SAFE.txt [2025-10-09T22:50:09.561623] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:09.561689] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:09.561732] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:09.561789] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:09.579222] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:09.579838] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:09.579923] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:09.579964] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:09.619298] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:09.619382] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:09.619417] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:09.619444] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:09.624077] [DEBUG] [FORECASTER] SAFE: Forecast T+1@11:T+2@11: UP (p=72.93%) [2025-10-09T22:50:09.624348] [INFO ] [FORECASTER] Completed predict_future for SAFE [2025-10-09T22:50:09.624487] [INFO ] [sig ] SAFE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:09.766225] [INFO ] [LOCAL ] Saved forecast: SAFE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SAFE.txt [2025-10-09T22:50:09.766444] [WARN ] [sig ] [1733/2211] Failed SAFE after 0.2s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:09.766520] [INFO ] [sig ] [1734/2211] Forecasting SAH... [2025-10-09T22:50:09.766564] [INFO ] [sig ] Generating forecast for: SAH [2025-10-09T22:50:09.766595] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAH' from 'https://tdm.silogroup.org/data/derivative_storage/SAH.csv'. [2025-10-09T22:50:09.775950] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SAH'. [2025-10-09T22:50:09.776239] [INFO ] [FORECASTER] Starting predict_future for SAH [2025-10-09T22:50:09.801495] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:09.802217] [DEBUG] [LOCAL ] No optimal features file found for SAH: ./output/feature-sets/SAH.txt [2025-10-09T22:50:09.802272] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:09.802306] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:09.802334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:09.802390] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:09.819666] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:09.820232] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:09.820316] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:09.820349] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:09.859732] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:09.859922] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:09.859975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:09.860005] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:09.863583] [DEBUG] [FORECASTER] SAH: Forecast T+1@11:T+2@11: UP (p=62.00%) [2025-10-09T22:50:09.863893] [INFO ] [FORECASTER] Completed predict_future for SAH [2025-10-09T22:50:09.864041] [INFO ] [sig ] SAH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:10.017531] [INFO ] [LOCAL ] Saved forecast: SAH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SAH.txt [2025-10-09T22:50:10.017814] [WARN ] [sig ] [1734/2211] Failed SAH after 0.3s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:10.017907] [INFO ] [sig ] [1735/2211] Forecasting SAM... [2025-10-09T22:50:10.017978] [INFO ] [sig ] Generating forecast for: SAM [2025-10-09T22:50:10.018036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAM' from 'https://tdm.silogroup.org/data/derivative_storage/SAM.csv'. [2025-10-09T22:50:10.028375] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SAM'. [2025-10-09T22:50:10.028925] [INFO ] [FORECASTER] Starting predict_future for SAM [2025-10-09T22:50:10.058221] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:10.059144] [DEBUG] [LOCAL ] No optimal features file found for SAM: ./output/feature-sets/SAM.txt [2025-10-09T22:50:10.059205] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:10.059240] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:10.059267] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:10.059325] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:10.077452] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:10.078371] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:10.078474] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:10.078513] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:10.114805] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:10.115013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:10.115079] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:10.115113] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:10.118872] [DEBUG] [FORECASTER] SAM: Forecast T+1@11:T+2@11: DOWN (p=5.53%) [2025-10-09T22:50:10.119177] [INFO ] [FORECASTER] Completed predict_future for SAM [2025-10-09T22:50:10.119367] [INFO ] [sig ] SAM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:10.269599] [INFO ] [LOCAL ] Saved forecast: SAM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SAM.txt [2025-10-09T22:50:10.269874] [WARN ] [sig ] [1735/2211] Failed SAM after 0.3s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:10.269954] [INFO ] [sig ] [1736/2211] Forecasting SAN... [2025-10-09T22:50:10.269993] [INFO ] [sig ] Generating forecast for: SAN [2025-10-09T22:50:10.270024] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAN' from 'https://tdm.silogroup.org/data/derivative_storage/SAN.csv'. [2025-10-09T22:50:10.280359] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SAN'. [2025-10-09T22:50:10.280809] [INFO ] [FORECASTER] Starting predict_future for SAN [2025-10-09T22:50:10.306599] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:10.307395] [DEBUG] [LOCAL ] No optimal features file found for SAN: ./output/feature-sets/SAN.txt [2025-10-09T22:50:10.307499] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:10.307552] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:10.307582] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:10.307704] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:10.325205] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:10.325818] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:10.325904] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:10.325938] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:10.365155] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:10.365338] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:10.365380] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:10.365409] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:10.368982] [DEBUG] [FORECASTER] SAN: Forecast T+1@11:T+2@11: UP (p=98.40%) [2025-10-09T22:50:10.369258] [INFO ] [FORECASTER] Completed predict_future for SAN [2025-10-09T22:50:10.369395] [INFO ] [sig ] SAN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:10.517444] [INFO ] [LOCAL ] Saved forecast: SAN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SAN.txt [2025-10-09T22:50:10.517709] [WARN ] [sig ] [1736/2211] Failed SAN after 0.2s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:10.517791] [INFO ] [sig ] [1737/2211] Forecasting SAND... [2025-10-09T22:50:10.517831] [INFO ] [sig ] Generating forecast for: SAND [2025-10-09T22:50:10.517862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAND' from 'https://tdm.silogroup.org/data/derivative_storage/SAND.csv'. [2025-10-09T22:50:10.528132] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SAND'. [2025-10-09T22:50:10.528547] [INFO ] [FORECASTER] Starting predict_future for SAND [2025-10-09T22:50:10.554036] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:10.554810] [DEBUG] [LOCAL ] No optimal features file found for SAND: ./output/feature-sets/SAND.txt [2025-10-09T22:50:10.554864] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:10.554897] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:10.554924] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:10.554980] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:10.572211] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:10.572816] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:10.572900] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:10.572933] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:10.611243] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:10.611434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:10.611477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:10.611510] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:10.617493] [DEBUG] [FORECASTER] SAND: Forecast T+1@11:T+2@11: UP (p=91.60%) [2025-10-09T22:50:10.617959] [INFO ] [FORECASTER] Completed predict_future for SAND [2025-10-09T22:50:10.618126] [INFO ] [sig ] SAND: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:10.765399] [INFO ] [LOCAL ] Saved forecast: SAND 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SAND.txt [2025-10-09T22:50:10.765686] [WARN ] [sig ] [1737/2211] Failed SAND after 0.2s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:10.765795] [INFO ] [sig ] [1738/2211] Forecasting SAP... [2025-10-09T22:50:10.765861] [INFO ] [sig ] Generating forecast for: SAP [2025-10-09T22:50:10.765899] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAP' from 'https://tdm.silogroup.org/data/derivative_storage/SAP.csv'. [2025-10-09T22:50:10.775203] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SAP'. [2025-10-09T22:50:10.775579] [INFO ] [FORECASTER] Starting predict_future for SAP [2025-10-09T22:50:10.801700] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:10.802454] [DEBUG] [LOCAL ] No optimal features file found for SAP: ./output/feature-sets/SAP.txt [2025-10-09T22:50:10.802510] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:10.802546] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:10.802573] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:10.802628] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:10.820801] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:10.821446] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:10.821531] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:10.821565] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:10.860409] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:10.860558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:10.860596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:10.860624] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:10.864179] [DEBUG] [FORECASTER] SAP: Forecast T+1@11:T+2@11: UP (p=57.12%) [2025-10-09T22:50:10.864496] [INFO ] [FORECASTER] Completed predict_future for SAP [2025-10-09T22:50:10.864636] [INFO ] [sig ] SAP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:11.008963] [INFO ] [LOCAL ] Saved forecast: SAP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SAP.txt [2025-10-09T22:50:11.009247] [WARN ] [sig ] [1738/2211] Failed SAP after 0.2s | 5.65 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:11.009332] [INFO ] [sig ] [1739/2211] Forecasting SAR... [2025-10-09T22:50:11.009372] [INFO ] [sig ] Generating forecast for: SAR [2025-10-09T22:50:11.009403] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SAR' from 'https://tdm.silogroup.org/data/derivative_storage/SAR.csv'. [2025-10-09T22:50:11.018586] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SAR'. [2025-10-09T22:50:11.018925] [INFO ] [FORECASTER] Starting predict_future for SAR [2025-10-09T22:50:11.044257] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:11.045029] [DEBUG] [LOCAL ] No optimal features file found for SAR: ./output/feature-sets/SAR.txt [2025-10-09T22:50:11.045084] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:11.045116] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:11.045143] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:11.045198] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:11.062444] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:11.063042] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:11.063129] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:11.063160] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:11.100697] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:11.100836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:11.100876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:11.100904] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:11.104249] [DEBUG] [FORECASTER] SAR: Forecast T+1@11:T+2@11: DOWN (p=45.29%) [2025-10-09T22:50:11.104547] [INFO ] [FORECASTER] Completed predict_future for SAR [2025-10-09T22:50:11.104718] [INFO ] [sig ] SAR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:11.248416] [INFO ] [LOCAL ] Saved forecast: SAR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SAR.txt [2025-10-09T22:50:11.248704] [WARN ] [sig ] [1739/2211] Failed SAR after 0.2s | 5.64 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:11.248789] [INFO ] [sig ] [1740/2211] Forecasting SARO... [2025-10-09T22:50:11.248829] [INFO ] [sig ] Generating forecast for: SARO [2025-10-09T22:50:11.248860] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SARO' from 'https://tdm.silogroup.org/data/derivative_storage/SARO.csv'. [2025-10-09T22:50:11.260846] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SARO'. [2025-10-09T22:50:11.261432] [INFO ] [FORECASTER] Starting predict_future for SARO [2025-10-09T22:50:11.287085] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:11.287927] [DEBUG] [LOCAL ] No optimal features file found for SARO: ./output/feature-sets/SARO.txt [2025-10-09T22:50:11.287986] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:11.288019] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:11.288046] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:11.288105] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:11.306264] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:11.306899] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:11.306985] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:11.307020] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:11.345263] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:11.345356] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:11.345393] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:11.345421] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:11.348525] [DEBUG] [FORECASTER] SARO: Forecast T+1@11:T+2@11: DOWN (p=31.40%) [2025-10-09T22:50:11.348827] [INFO ] [FORECASTER] Completed predict_future for SARO [2025-10-09T22:50:11.348966] [INFO ] [sig ] SARO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:11.504716] [INFO ] [LOCAL ] Saved forecast: SARO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SARO.txt [2025-10-09T22:50:11.505036] [WARN ] [sig ] [1740/2211] Failed SARO after 0.3s | 5.64 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:11.505118] [INFO ] [sig ] [1741/2211] Forecasting SB... [2025-10-09T22:50:11.505158] [INFO ] [sig ] Generating forecast for: SB [2025-10-09T22:50:11.505189] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SB' from 'https://tdm.silogroup.org/data/derivative_storage/SB.csv'. [2025-10-09T22:50:11.515726] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SB'. [2025-10-09T22:50:11.516022] [INFO ] [FORECASTER] Starting predict_future for SB [2025-10-09T22:50:11.541574] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:11.542289] [DEBUG] [LOCAL ] No optimal features file found for SB: ./output/feature-sets/SB.txt [2025-10-09T22:50:11.542343] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:11.542377] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:11.542405] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:11.542461] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:11.559718] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:11.560315] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:11.560422] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:11.560457] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:11.595098] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:11.595185] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:11.595221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:11.595249] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:11.598434] [DEBUG] [FORECASTER] SB: Forecast T+1@11:T+2@11: UP (p=67.70%) [2025-10-09T22:50:11.598737] [INFO ] [FORECASTER] Completed predict_future for SB [2025-10-09T22:50:11.598883] [INFO ] [sig ] SB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:11.769397] [INFO ] [LOCAL ] Saved forecast: SB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SB.txt [2025-10-09T22:50:11.769726] [WARN ] [sig ] [1741/2211] Failed SB after 0.3s | 5.64 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:11.769837] [INFO ] [sig ] [1742/2211] Forecasting SBH... [2025-10-09T22:50:11.769901] [INFO ] [sig ] Generating forecast for: SBH [2025-10-09T22:50:11.769941] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBH' from 'https://tdm.silogroup.org/data/derivative_storage/SBH.csv'. [2025-10-09T22:50:11.781192] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SBH'. [2025-10-09T22:50:11.781612] [INFO ] [FORECASTER] Starting predict_future for SBH [2025-10-09T22:50:11.811758] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:11.812625] [DEBUG] [LOCAL ] No optimal features file found for SBH: ./output/feature-sets/SBH.txt [2025-10-09T22:50:11.812715] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:11.812757] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:11.812786] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:11.812844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:11.834854] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:11.835488] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:11.835576] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:11.835611] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:11.878466] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:11.878638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:11.878727] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:11.878764] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:11.882854] [DEBUG] [FORECASTER] SBH: Forecast T+1@11:T+2@11: UP (p=78.44%) [2025-10-09T22:50:11.883161] [INFO ] [FORECASTER] Completed predict_future for SBH [2025-10-09T22:50:11.883344] [INFO ] [sig ] SBH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:12.069478] [INFO ] [LOCAL ] Saved forecast: SBH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SBH.txt [2025-10-09T22:50:12.069843] [WARN ] [sig ] [1742/2211] Failed SBH after 0.3s | 5.64 sym/s | Total: 5.1m | ETA: 1.4m [2025-10-09T22:50:12.069936] [INFO ] [sig ] [1743/2211] Forecasting SBI... [2025-10-09T22:50:12.070003] [INFO ] [sig ] Generating forecast for: SBI [2025-10-09T22:50:12.070079] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBI' from 'https://tdm.silogroup.org/data/derivative_storage/SBI.csv'. [2025-10-09T22:50:12.080282] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SBI'. [2025-10-09T22:50:12.080778] [INFO ] [FORECASTER] Starting predict_future for SBI [2025-10-09T22:50:12.114197] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:12.115078] [DEBUG] [LOCAL ] No optimal features file found for SBI: ./output/feature-sets/SBI.txt [2025-10-09T22:50:12.115171] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:12.115228] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:12.115283] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:12.115359] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:12.135859] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:12.136735] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:12.136856] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:12.136892] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:12.178791] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:12.179005] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:12.179086] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:12.179146] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:12.183712] [DEBUG] [FORECASTER] SBI: Forecast T+1@11:T+2@11: DOWN (p=43.00%) [2025-10-09T22:50:12.184155] [INFO ] [FORECASTER] Completed predict_future for SBI [2025-10-09T22:50:12.184359] [INFO ] [sig ] SBI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:12.364266] [INFO ] [LOCAL ] Saved forecast: SBI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SBI.txt [2025-10-09T22:50:12.364539] [WARN ] [sig ] [1743/2211] Failed SBI after 0.3s | 5.64 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:12.364661] [INFO ] [sig ] [1744/2211] Forecasting SBR... [2025-10-09T22:50:12.364719] [INFO ] [sig ] Generating forecast for: SBR [2025-10-09T22:50:12.364775] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBR' from 'https://tdm.silogroup.org/data/derivative_storage/SBR.csv'. [2025-10-09T22:50:12.374624] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SBR'. [2025-10-09T22:50:12.374963] [INFO ] [FORECASTER] Starting predict_future for SBR [2025-10-09T22:50:12.405192] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:12.406309] [DEBUG] [LOCAL ] No optimal features file found for SBR: ./output/feature-sets/SBR.txt [2025-10-09T22:50:12.406381] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:12.406426] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:12.406496] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:12.406619] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:12.429222] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:12.430345] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:12.430453] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:12.430490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:12.481452] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:12.481730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:12.481819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:12.481876] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:12.486577] [DEBUG] [FORECASTER] SBR: Forecast T+1@11:T+2@11: DOWN (p=4.34%) [2025-10-09T22:50:12.487024] [INFO ] [FORECASTER] Completed predict_future for SBR [2025-10-09T22:50:12.487219] [INFO ] [sig ] SBR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:12.658949] [INFO ] [LOCAL ] Saved forecast: SBR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SBR.txt [2025-10-09T22:50:12.659192] [WARN ] [sig ] [1744/2211] Failed SBR after 0.3s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:12.659270] [INFO ] [sig ] [1745/2211] Forecasting SBS... [2025-10-09T22:50:12.659309] [INFO ] [sig ] Generating forecast for: SBS [2025-10-09T22:50:12.659371] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBS' from 'https://tdm.silogroup.org/data/derivative_storage/SBS.csv'. [2025-10-09T22:50:12.669042] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SBS'. [2025-10-09T22:50:12.669509] [INFO ] [FORECASTER] Starting predict_future for SBS [2025-10-09T22:50:12.694880] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:12.695636] [DEBUG] [LOCAL ] No optimal features file found for SBS: ./output/feature-sets/SBS.txt [2025-10-09T22:50:12.695726] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:12.695762] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:12.695790] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:12.695847] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:12.713731] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:12.714507] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:12.714596] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:12.714630] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:12.750553] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:12.750769] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:12.750823] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:12.750854] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:12.754423] [DEBUG] [FORECASTER] SBS: Forecast T+1@11:T+2@11: DOWN (p=26.43%) [2025-10-09T22:50:12.754757] [INFO ] [FORECASTER] Completed predict_future for SBS [2025-10-09T22:50:12.754905] [INFO ] [sig ] SBS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:12.896925] [INFO ] [LOCAL ] Saved forecast: SBS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SBS.txt [2025-10-09T22:50:12.897153] [WARN ] [sig ] [1745/2211] Failed SBS after 0.2s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:12.897231] [INFO ] [sig ] [1746/2211] Forecasting SBSI... [2025-10-09T22:50:12.897270] [INFO ] [sig ] Generating forecast for: SBSI [2025-10-09T22:50:12.897302] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBSI' from 'https://tdm.silogroup.org/data/derivative_storage/SBSI.csv'. [2025-10-09T22:50:12.906568] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SBSI'. [2025-10-09T22:50:12.906953] [INFO ] [FORECASTER] Starting predict_future for SBSI [2025-10-09T22:50:12.933538] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:12.934358] [DEBUG] [LOCAL ] No optimal features file found for SBSI: ./output/feature-sets/SBSI.txt [2025-10-09T22:50:12.934413] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:12.934447] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:12.934474] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:12.934532] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:12.955637] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:12.956891] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:12.957002] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:12.957056] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:12.994416] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:12.994550] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:12.994591] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:12.994621] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:12.998192] [DEBUG] [FORECASTER] SBSI: Forecast T+1@11:T+2@11: UP (p=95.54%) [2025-10-09T22:50:12.998488] [INFO ] [FORECASTER] Completed predict_future for SBSI [2025-10-09T22:50:12.998622] [INFO ] [sig ] SBSI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:13.140173] [INFO ] [LOCAL ] Saved forecast: SBSI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SBSI.txt [2025-10-09T22:50:13.140390] [WARN ] [sig ] [1746/2211] Failed SBSI after 0.2s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:13.140478] [INFO ] [sig ] [1747/2211] Forecasting SBSW... [2025-10-09T22:50:13.140517] [INFO ] [sig ] Generating forecast for: SBSW [2025-10-09T22:50:13.140547] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SBSW' from 'https://tdm.silogroup.org/data/derivative_storage/SBSW.csv'. [2025-10-09T22:50:13.150566] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SBSW'. [2025-10-09T22:50:13.150950] [INFO ] [FORECASTER] Starting predict_future for SBSW [2025-10-09T22:50:13.177127] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:13.177964] [DEBUG] [LOCAL ] No optimal features file found for SBSW: ./output/feature-sets/SBSW.txt [2025-10-09T22:50:13.178022] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:13.178056] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:13.178084] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:13.178198] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:13.196263] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:13.196870] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:13.196959] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:13.196995] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:13.232486] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:13.232638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:13.232724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:13.232761] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:13.236326] [DEBUG] [FORECASTER] SBSW: Forecast T+1@11:T+2@11: DOWN (p=24.17%) [2025-10-09T22:50:13.236613] [INFO ] [FORECASTER] Completed predict_future for SBSW [2025-10-09T22:50:13.236786] [INFO ] [sig ] SBSW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:13.383323] [INFO ] [LOCAL ] Saved forecast: SBSW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SBSW.txt [2025-10-09T22:50:13.383590] [WARN ] [sig ] [1747/2211] Failed SBSW after 0.2s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:13.383699] [INFO ] [sig ] [1748/2211] Forecasting SCCO... [2025-10-09T22:50:13.383744] [INFO ] [sig ] Generating forecast for: SCCO [2025-10-09T22:50:13.383776] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCCO' from 'https://tdm.silogroup.org/data/derivative_storage/SCCO.csv'. [2025-10-09T22:50:13.393428] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SCCO'. [2025-10-09T22:50:13.393732] [INFO ] [FORECASTER] Starting predict_future for SCCO [2025-10-09T22:50:13.419319] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:13.420109] [DEBUG] [LOCAL ] No optimal features file found for SCCO: ./output/feature-sets/SCCO.txt [2025-10-09T22:50:13.420166] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:13.420200] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:13.420228] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:13.420284] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:13.437904] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:13.438453] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:13.438559] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:13.438593] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:13.472815] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:13.472988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:13.473030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:13.473060] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:13.476790] [DEBUG] [FORECASTER] SCCO: Forecast T+1@11:T+2@11: DOWN (p=6.90%) [2025-10-09T22:50:13.477073] [INFO ] [FORECASTER] Completed predict_future for SCCO [2025-10-09T22:50:13.477244] [INFO ] [sig ] SCCO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:13.627556] [INFO ] [LOCAL ] Saved forecast: SCCO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SCCO.txt [2025-10-09T22:50:13.627842] [WARN ] [sig ] [1748/2211] Failed SCCO after 0.2s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:13.627924] [INFO ] [sig ] [1749/2211] Forecasting SCD... [2025-10-09T22:50:13.627964] [INFO ] [sig ] Generating forecast for: SCD [2025-10-09T22:50:13.627997] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCD' from 'https://tdm.silogroup.org/data/derivative_storage/SCD.csv'. [2025-10-09T22:50:13.637676] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SCD'. [2025-10-09T22:50:13.637943] [INFO ] [FORECASTER] Starting predict_future for SCD [2025-10-09T22:50:13.663731] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:13.664490] [DEBUG] [LOCAL ] No optimal features file found for SCD: ./output/feature-sets/SCD.txt [2025-10-09T22:50:13.664546] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:13.664580] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:13.664609] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:13.664689] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:13.682322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:13.682910] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:13.682995] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:13.683030] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:13.716907] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:13.717007] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:13.717044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:13.717074] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:13.720532] [DEBUG] [FORECASTER] SCD: Forecast T+1@11:T+2@11: DOWN (p=13.61%) [2025-10-09T22:50:13.720840] [INFO ] [FORECASTER] Completed predict_future for SCD [2025-10-09T22:50:13.720986] [INFO ] [sig ] SCD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:13.867859] [INFO ] [LOCAL ] Saved forecast: SCD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SCD.txt [2025-10-09T22:50:13.868110] [WARN ] [sig ] [1749/2211] Failed SCD after 0.2s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:13.868187] [INFO ] [sig ] [1750/2211] Forecasting SCHW... [2025-10-09T22:50:13.868227] [INFO ] [sig ] Generating forecast for: SCHW [2025-10-09T22:50:13.868258] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCHW' from 'https://tdm.silogroup.org/data/derivative_storage/SCHW.csv'. [2025-10-09T22:50:13.877798] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SCHW'. [2025-10-09T22:50:13.878075] [INFO ] [FORECASTER] Starting predict_future for SCHW [2025-10-09T22:50:13.904396] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:13.905250] [DEBUG] [LOCAL ] No optimal features file found for SCHW: ./output/feature-sets/SCHW.txt [2025-10-09T22:50:13.905325] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:13.905360] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:13.905389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:13.905446] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:13.923487] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:13.924128] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:13.924215] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:13.924251] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:13.959724] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:13.959857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:13.959897] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:13.959926] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:13.964565] [DEBUG] [FORECASTER] SCHW: Forecast T+1@11:T+2@11: UP (p=75.88%) [2025-10-09T22:50:13.965260] [INFO ] [FORECASTER] Completed predict_future for SCHW [2025-10-09T22:50:13.965408] [INFO ] [sig ] SCHW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:14.113029] [INFO ] [LOCAL ] Saved forecast: SCHW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SCHW.txt [2025-10-09T22:50:14.113252] [WARN ] [sig ] [1750/2211] Failed SCHW after 0.2s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:14.113331] [INFO ] [sig ] [1751/2211] Forecasting SCI... [2025-10-09T22:50:14.113371] [INFO ] [sig ] Generating forecast for: SCI [2025-10-09T22:50:14.113403] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCI' from 'https://tdm.silogroup.org/data/derivative_storage/SCI.csv'. [2025-10-09T22:50:14.122890] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SCI'. [2025-10-09T22:50:14.123194] [INFO ] [FORECASTER] Starting predict_future for SCI [2025-10-09T22:50:14.149129] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:14.149911] [DEBUG] [LOCAL ] No optimal features file found for SCI: ./output/feature-sets/SCI.txt [2025-10-09T22:50:14.149966] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:14.150001] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:14.150029] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:14.150092] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:14.167664] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:14.168224] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:14.168306] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:14.168339] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:14.205345] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:14.205426] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:14.205460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:14.205489] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:14.208611] [DEBUG] [FORECASTER] SCI: Forecast T+1@11:T+2@11: DOWN (p=8.21%) [2025-10-09T22:50:14.208898] [INFO ] [FORECASTER] Completed predict_future for SCI [2025-10-09T22:50:14.209029] [INFO ] [sig ] SCI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:14.354608] [INFO ] [LOCAL ] Saved forecast: SCI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SCI.txt [2025-10-09T22:50:14.354910] [WARN ] [sig ] [1751/2211] Failed SCI after 0.2s | 5.63 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:14.354993] [INFO ] [sig ] [1752/2211] Forecasting SCL... [2025-10-09T22:50:14.355033] [INFO ] [sig ] Generating forecast for: SCL [2025-10-09T22:50:14.355076] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCL' from 'https://tdm.silogroup.org/data/derivative_storage/SCL.csv'. [2025-10-09T22:50:14.371270] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SCL'. [2025-10-09T22:50:14.371713] [INFO ] [FORECASTER] Starting predict_future for SCL [2025-10-09T22:50:14.399249] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:14.400084] [DEBUG] [LOCAL ] No optimal features file found for SCL: ./output/feature-sets/SCL.txt [2025-10-09T22:50:14.400139] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:14.400172] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:14.400201] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:14.400257] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:14.417921] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:14.418516] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:14.418610] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:14.418685] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:14.455719] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:14.455896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:14.455938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:14.455968] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:14.459619] [DEBUG] [FORECASTER] SCL: Forecast T+1@11:T+2@11: UP (p=81.94%) [2025-10-09T22:50:14.459928] [INFO ] [FORECASTER] Completed predict_future for SCL [2025-10-09T22:50:14.460063] [INFO ] [sig ] SCL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:14.606258] [INFO ] [LOCAL ] Saved forecast: SCL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SCL.txt [2025-10-09T22:50:14.606522] [WARN ] [sig ] [1752/2211] Failed SCL after 0.3s | 5.62 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:14.606670] [INFO ] [sig ] [1753/2211] Forecasting SCM... [2025-10-09T22:50:14.606739] [INFO ] [sig ] Generating forecast for: SCM [2025-10-09T22:50:14.606781] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCM' from 'https://tdm.silogroup.org/data/derivative_storage/SCM.csv'. [2025-10-09T22:50:14.616263] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SCM'. [2025-10-09T22:50:14.616516] [INFO ] [FORECASTER] Starting predict_future for SCM [2025-10-09T22:50:14.642012] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:14.642826] [DEBUG] [LOCAL ] No optimal features file found for SCM: ./output/feature-sets/SCM.txt [2025-10-09T22:50:14.642881] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:14.642915] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:14.642942] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:14.642999] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:14.660479] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:14.661052] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:14.661134] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:14.661167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:14.696678] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:14.696777] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:14.696813] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:14.696841] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:14.700126] [DEBUG] [FORECASTER] SCM: Forecast T+1@11:T+2@11: UP (p=59.84%) [2025-10-09T22:50:14.700412] [INFO ] [FORECASTER] Completed predict_future for SCM [2025-10-09T22:50:14.700543] [INFO ] [sig ] SCM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:14.844386] [INFO ] [LOCAL ] Saved forecast: SCM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SCM.txt [2025-10-09T22:50:14.844613] [WARN ] [sig ] [1753/2211] Failed SCM after 0.2s | 5.62 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:14.844710] [INFO ] [sig ] [1754/2211] Forecasting SCS... [2025-10-09T22:50:14.844749] [INFO ] [sig ] Generating forecast for: SCS [2025-10-09T22:50:14.844781] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SCS' from 'https://tdm.silogroup.org/data/derivative_storage/SCS.csv'. [2025-10-09T22:50:14.856424] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SCS'. [2025-10-09T22:50:14.856831] [INFO ] [FORECASTER] Starting predict_future for SCS [2025-10-09T22:50:14.884316] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:14.885169] [DEBUG] [LOCAL ] No optimal features file found for SCS: ./output/feature-sets/SCS.txt [2025-10-09T22:50:14.885226] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:14.885261] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:14.885289] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:14.885347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:14.904485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:14.905147] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:14.905240] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:14.905277] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:14.942533] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:14.942776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:14.942836] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:14.942867] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:14.946820] [DEBUG] [FORECASTER] SCS: Forecast T+1@11:T+2@11: DOWN (p=18.96%) [2025-10-09T22:50:14.947123] [INFO ] [FORECASTER] Completed predict_future for SCS [2025-10-09T22:50:14.947266] [INFO ] [sig ] SCS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:15.097978] [INFO ] [LOCAL ] Saved forecast: SCS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SCS.txt [2025-10-09T22:50:15.098275] [WARN ] [sig ] [1754/2211] Failed SCS after 0.3s | 5.62 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:15.098364] [INFO ] [sig ] [1755/2211] Forecasting SD... [2025-10-09T22:50:15.098404] [INFO ] [sig ] Generating forecast for: SD [2025-10-09T22:50:15.098437] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SD' from 'https://tdm.silogroup.org/data/derivative_storage/SD.csv'. [2025-10-09T22:50:15.108812] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SD'. [2025-10-09T22:50:15.109211] [INFO ] [FORECASTER] Starting predict_future for SD [2025-10-09T22:50:15.136004] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:15.136946] [DEBUG] [LOCAL ] No optimal features file found for SD: ./output/feature-sets/SD.txt [2025-10-09T22:50:15.137010] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:15.137046] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:15.137082] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:15.137152] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:15.156136] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:15.157109] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:15.157207] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:15.157265] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:15.195827] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:15.196020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:15.196073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:15.196107] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:15.199954] [DEBUG] [FORECASTER] SD: Forecast T+1@11:T+2@11: DOWN (p=0.48%) [2025-10-09T22:50:15.200246] [INFO ] [FORECASTER] Completed predict_future for SD [2025-10-09T22:50:15.200384] [INFO ] [sig ] SD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:15.350394] [INFO ] [LOCAL ] Saved forecast: SD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SD.txt [2025-10-09T22:50:15.350611] [WARN ] [sig ] [1755/2211] Failed SD after 0.3s | 5.62 sym/s | Total: 5.2m | ETA: 1.4m [2025-10-09T22:50:15.350708] [INFO ] [sig ] [1756/2211] Forecasting SDHC... [2025-10-09T22:50:15.350748] [INFO ] [sig ] Generating forecast for: SDHC [2025-10-09T22:50:15.350779] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SDHC' from 'https://tdm.silogroup.org/data/derivative_storage/SDHC.csv'. [2025-10-09T22:50:15.360925] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SDHC'. [2025-10-09T22:50:15.361242] [INFO ] [FORECASTER] Starting predict_future for SDHC [2025-10-09T22:50:15.386706] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:15.387445] [DEBUG] [LOCAL ] No optimal features file found for SDHC: ./output/feature-sets/SDHC.txt [2025-10-09T22:50:15.387500] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:15.387532] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:15.387558] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:15.387634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:15.405282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:15.406237] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:15.406334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:15.406370] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:15.440689] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:15.440897] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:15.440942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:15.440971] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:15.444601] [DEBUG] [FORECASTER] SDHC: Forecast T+1@11:T+2@11: UP (p=58.45%) [2025-10-09T22:50:15.444948] [INFO ] [FORECASTER] Completed predict_future for SDHC [2025-10-09T22:50:15.445104] [INFO ] [sig ] SDHC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:15.594443] [INFO ] [LOCAL ] Saved forecast: SDHC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SDHC.txt [2025-10-09T22:50:15.594721] [WARN ] [sig ] [1756/2211] Failed SDHC after 0.2s | 5.62 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:15.594804] [INFO ] [sig ] [1757/2211] Forecasting SDHY... [2025-10-09T22:50:15.594843] [INFO ] [sig ] Generating forecast for: SDHY [2025-10-09T22:50:15.594875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SDHY' from 'https://tdm.silogroup.org/data/derivative_storage/SDHY.csv'. [2025-10-09T22:50:15.606295] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SDHY'. [2025-10-09T22:50:15.606676] [INFO ] [FORECASTER] Starting predict_future for SDHY [2025-10-09T22:50:15.632739] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:15.633488] [DEBUG] [LOCAL ] No optimal features file found for SDHY: ./output/feature-sets/SDHY.txt [2025-10-09T22:50:15.633580] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:15.633636] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:15.633708] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:15.633772] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:15.651357] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:15.652292] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:15.652384] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:15.652418] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:15.689131] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:15.689337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:15.689381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:15.689411] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:15.696437] [DEBUG] [FORECASTER] SDHY: Forecast T+1@11:T+2@11: DOWN (p=5.03%) [2025-10-09T22:50:15.696811] [INFO ] [FORECASTER] Completed predict_future for SDHY [2025-10-09T22:50:15.696966] [INFO ] [sig ] SDHY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:15.840433] [INFO ] [LOCAL ] Saved forecast: SDHY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SDHY.txt [2025-10-09T22:50:15.840718] [WARN ] [sig ] [1757/2211] Failed SDHY after 0.2s | 5.62 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:15.840804] [INFO ] [sig ] [1758/2211] Forecasting SDRL... [2025-10-09T22:50:15.840843] [INFO ] [sig ] Generating forecast for: SDRL [2025-10-09T22:50:15.840875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SDRL' from 'https://tdm.silogroup.org/data/derivative_storage/SDRL.csv'. [2025-10-09T22:50:15.851251] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SDRL'. [2025-10-09T22:50:15.851564] [INFO ] [FORECASTER] Starting predict_future for SDRL [2025-10-09T22:50:15.877355] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:15.879144] [DEBUG] [LOCAL ] No optimal features file found for SDRL: ./output/feature-sets/SDRL.txt [2025-10-09T22:50:15.879301] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:15.879337] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:15.879367] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:15.879433] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:15.899972] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:15.900825] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:15.900918] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:15.900954] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:15.946242] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:15.946390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:15.946434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:15.946464] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:15.950942] [DEBUG] [FORECASTER] SDRL: Forecast T+1@11:T+2@11: UP (p=58.85%) [2025-10-09T22:50:15.951341] [INFO ] [FORECASTER] Completed predict_future for SDRL [2025-10-09T22:50:15.951541] [INFO ] [sig ] SDRL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:16.131047] [INFO ] [LOCAL ] Saved forecast: SDRL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SDRL.txt [2025-10-09T22:50:16.131367] [WARN ] [sig ] [1758/2211] Failed SDRL after 0.3s | 5.62 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:16.131457] [INFO ] [sig ] [1759/2211] Forecasting SE... [2025-10-09T22:50:16.131499] [INFO ] [sig ] Generating forecast for: SE [2025-10-09T22:50:16.131535] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SE' from 'https://tdm.silogroup.org/data/derivative_storage/SE.csv'. [2025-10-09T22:50:16.142938] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SE'. [2025-10-09T22:50:16.143447] [INFO ] [FORECASTER] Starting predict_future for SE [2025-10-09T22:50:16.169182] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:16.170005] [DEBUG] [LOCAL ] No optimal features file found for SE: ./output/feature-sets/SE.txt [2025-10-09T22:50:16.170064] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:16.170100] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:16.170127] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:16.170182] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:16.187321] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:16.188093] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:16.188183] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:16.188217] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:16.225559] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:16.225793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:16.225847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:16.225878] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:16.229557] [DEBUG] [FORECASTER] SE: Forecast T+1@11:T+2@11: DOWN (p=11.44%) [2025-10-09T22:50:16.229878] [INFO ] [FORECASTER] Completed predict_future for SE [2025-10-09T22:50:16.230030] [INFO ] [sig ] SE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:16.371821] [INFO ] [LOCAL ] Saved forecast: SE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SE.txt [2025-10-09T22:50:16.372051] [WARN ] [sig ] [1759/2211] Failed SE after 0.2s | 5.62 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:16.372128] [INFO ] [sig ] [1760/2211] Forecasting SEE... [2025-10-09T22:50:16.372167] [INFO ] [sig ] Generating forecast for: SEE [2025-10-09T22:50:16.372198] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEE' from 'https://tdm.silogroup.org/data/derivative_storage/SEE.csv'. [2025-10-09T22:50:16.386187] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SEE'. [2025-10-09T22:50:16.386592] [INFO ] [FORECASTER] Starting predict_future for SEE [2025-10-09T22:50:16.412394] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:16.413208] [DEBUG] [LOCAL ] No optimal features file found for SEE: ./output/feature-sets/SEE.txt [2025-10-09T22:50:16.413268] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:16.413302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:16.413330] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:16.413385] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:16.430676] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:16.431289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:16.431375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:16.431409] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:16.467828] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:16.467987] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:16.468028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:16.468057] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:16.471528] [DEBUG] [FORECASTER] SEE: Forecast T+1@11:T+2@11: DOWN (p=3.30%) [2025-10-09T22:50:16.471856] [INFO ] [FORECASTER] Completed predict_future for SEE [2025-10-09T22:50:16.472038] [INFO ] [sig ] SEE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:16.615292] [INFO ] [LOCAL ] Saved forecast: SEE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SEE.txt [2025-10-09T22:50:16.615579] [WARN ] [sig ] [1760/2211] Failed SEE after 0.2s | 5.61 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:16.615693] [INFO ] [sig ] [1761/2211] Forecasting SEG... [2025-10-09T22:50:16.615739] [INFO ] [sig ] Generating forecast for: SEG [2025-10-09T22:50:16.615790] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEG' from 'https://tdm.silogroup.org/data/derivative_storage/SEG.csv'. [2025-10-09T22:50:16.627160] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SEG'. [2025-10-09T22:50:16.627502] [INFO ] [FORECASTER] Starting predict_future for SEG [2025-10-09T22:50:16.653121] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:16.653875] [DEBUG] [LOCAL ] No optimal features file found for SEG: ./output/feature-sets/SEG.txt [2025-10-09T22:50:16.653930] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:16.653963] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:16.653990] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:16.654045] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:16.671447] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:16.672077] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:16.672164] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:16.672197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:16.708460] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:16.708614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:16.708688] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:16.708740] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:16.712224] [DEBUG] [FORECASTER] SEG: Forecast T+1@11:T+2@11: UP (p=90.57%) [2025-10-09T22:50:16.712500] [INFO ] [FORECASTER] Completed predict_future for SEG [2025-10-09T22:50:16.712686] [INFO ] [sig ] SEG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:16.855882] [INFO ] [LOCAL ] Saved forecast: SEG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SEG.txt [2025-10-09T22:50:16.856154] [WARN ] [sig ] [1761/2211] Failed SEG after 0.2s | 5.61 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:16.856234] [INFO ] [sig ] [1762/2211] Forecasting SEI... [2025-10-09T22:50:16.856273] [INFO ] [sig ] Generating forecast for: SEI [2025-10-09T22:50:16.856305] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEI' from 'https://tdm.silogroup.org/data/derivative_storage/SEI.csv'. [2025-10-09T22:50:16.866459] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SEI'. [2025-10-09T22:50:16.866792] [INFO ] [FORECASTER] Starting predict_future for SEI [2025-10-09T22:50:16.892537] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:16.893304] [DEBUG] [LOCAL ] No optimal features file found for SEI: ./output/feature-sets/SEI.txt [2025-10-09T22:50:16.893358] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:16.893392] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:16.893419] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:16.893475] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:16.910875] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:16.911467] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:16.911550] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:16.911584] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:16.947301] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:16.947482] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:16.947526] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:16.947556] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:16.951207] [DEBUG] [FORECASTER] SEI: Forecast T+1@11:T+2@11: UP (p=98.87%) [2025-10-09T22:50:16.951503] [INFO ] [FORECASTER] Completed predict_future for SEI [2025-10-09T22:50:16.951672] [INFO ] [sig ] SEI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:17.109136] [INFO ] [LOCAL ] Saved forecast: SEI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SEI.txt [2025-10-09T22:50:17.109409] [WARN ] [sig ] [1762/2211] Failed SEI after 0.3s | 5.61 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:17.109492] [INFO ] [sig ] [1763/2211] Forecasting SEM... [2025-10-09T22:50:17.109534] [INFO ] [sig ] Generating forecast for: SEM [2025-10-09T22:50:17.109568] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEM' from 'https://tdm.silogroup.org/data/derivative_storage/SEM.csv'. [2025-10-09T22:50:17.120482] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SEM'. [2025-10-09T22:50:17.120859] [INFO ] [FORECASTER] Starting predict_future for SEM [2025-10-09T22:50:17.147630] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:17.148463] [DEBUG] [LOCAL ] No optimal features file found for SEM: ./output/feature-sets/SEM.txt [2025-10-09T22:50:17.148520] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:17.148554] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:17.148581] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:17.148638] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:17.166004] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:17.166553] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:17.166639] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:17.166718] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:17.208268] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:17.209150] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:17.209217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:17.209271] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:17.212761] [DEBUG] [FORECASTER] SEM: Forecast T+1@11:T+2@11: DOWN (p=3.78%) [2025-10-09T22:50:17.213029] [INFO ] [FORECASTER] Completed predict_future for SEM [2025-10-09T22:50:17.213163] [INFO ] [sig ] SEM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:17.358040] [INFO ] [LOCAL ] Saved forecast: SEM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SEM.txt [2025-10-09T22:50:17.358336] [WARN ] [sig ] [1763/2211] Failed SEM after 0.2s | 5.61 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:17.358448] [INFO ] [sig ] [1764/2211] Forecasting SEMR... [2025-10-09T22:50:17.358489] [INFO ] [sig ] Generating forecast for: SEMR [2025-10-09T22:50:17.358520] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SEMR' from 'https://tdm.silogroup.org/data/derivative_storage/SEMR.csv'. [2025-10-09T22:50:17.370134] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SEMR'. [2025-10-09T22:50:17.370433] [INFO ] [FORECASTER] Starting predict_future for SEMR [2025-10-09T22:50:17.395748] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:17.396433] [DEBUG] [LOCAL ] No optimal features file found for SEMR: ./output/feature-sets/SEMR.txt [2025-10-09T22:50:17.396491] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:17.396557] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:17.396605] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:17.396753] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:17.414502] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:17.415085] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:17.415166] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:17.415200] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:17.453001] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:17.453084] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:17.453118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:17.453146] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:17.456200] [DEBUG] [FORECASTER] SEMR: Forecast T+1@11:T+2@11: UP (p=73.74%) [2025-10-09T22:50:17.456455] [INFO ] [FORECASTER] Completed predict_future for SEMR [2025-10-09T22:50:17.456592] [INFO ] [sig ] SEMR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:17.599026] [INFO ] [LOCAL ] Saved forecast: SEMR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SEMR.txt [2025-10-09T22:50:17.599277] [WARN ] [sig ] [1764/2211] Failed SEMR after 0.2s | 5.61 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:17.599352] [INFO ] [sig ] [1765/2211] Forecasting SES... [2025-10-09T22:50:17.599393] [INFO ] [sig ] Generating forecast for: SES [2025-10-09T22:50:17.599430] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SES' from 'https://tdm.silogroup.org/data/derivative_storage/SES.csv'. [2025-10-09T22:50:17.610430] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SES'. [2025-10-09T22:50:17.610787] [INFO ] [FORECASTER] Starting predict_future for SES [2025-10-09T22:50:17.637345] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:17.638221] [DEBUG] [LOCAL ] No optimal features file found for SES: ./output/feature-sets/SES.txt [2025-10-09T22:50:17.638283] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:17.638318] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:17.638348] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:17.638405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:17.656460] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:17.657146] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:17.657232] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:17.657266] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:17.696158] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:17.696288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:17.696327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:17.696355] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:17.699808] [DEBUG] [FORECASTER] SES: Forecast T+1@11:T+2@11: UP (p=85.51%) [2025-10-09T22:50:17.700089] [INFO ] [FORECASTER] Completed predict_future for SES [2025-10-09T22:50:17.700231] [INFO ] [sig ] SES: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:17.845465] [INFO ] [LOCAL ] Saved forecast: SES 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SES.txt [2025-10-09T22:50:17.845751] [WARN ] [sig ] [1765/2211] Failed SES after 0.2s | 5.61 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:17.845836] [INFO ] [sig ] [1766/2211] Forecasting SF... [2025-10-09T22:50:17.845874] [INFO ] [sig ] Generating forecast for: SF [2025-10-09T22:50:17.845906] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SF' from 'https://tdm.silogroup.org/data/derivative_storage/SF.csv'. [2025-10-09T22:50:17.857622] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SF'. [2025-10-09T22:50:17.858148] [INFO ] [FORECASTER] Starting predict_future for SF [2025-10-09T22:50:17.888128] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:17.889057] [DEBUG] [LOCAL ] No optimal features file found for SF: ./output/feature-sets/SF.txt [2025-10-09T22:50:17.889115] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:17.889150] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:17.889178] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:17.889237] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:17.911410] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:17.912372] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:17.912472] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:17.912507] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:17.951570] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:17.951757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:17.951810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:17.951841] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:17.955382] [DEBUG] [FORECASTER] SF: Forecast T+1@11:T+2@11: UP (p=74.83%) [2025-10-09T22:50:17.955681] [INFO ] [FORECASTER] Completed predict_future for SF [2025-10-09T22:50:17.955826] [INFO ] [sig ] SF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:18.110972] [INFO ] [LOCAL ] Saved forecast: SF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SF.txt [2025-10-09T22:50:18.111265] [WARN ] [sig ] [1766/2211] Failed SF after 0.3s | 5.61 sym/s | Total: 5.2m | ETA: 1.3m [2025-10-09T22:50:18.111345] [INFO ] [sig ] [1767/2211] Forecasting SFB... [2025-10-09T22:50:18.111384] [INFO ] [sig ] Generating forecast for: SFB [2025-10-09T22:50:18.111415] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SFB' from 'https://tdm.silogroup.org/data/derivative_storage/SFB.csv'. [2025-10-09T22:50:18.121065] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SFB'. [2025-10-09T22:50:18.121377] [INFO ] [FORECASTER] Starting predict_future for SFB [2025-10-09T22:50:18.146965] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:18.147743] [DEBUG] [LOCAL ] No optimal features file found for SFB: ./output/feature-sets/SFB.txt [2025-10-09T22:50:18.147799] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:18.147833] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:18.147859] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:18.147915] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:18.165355] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:18.166192] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:18.166287] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:18.166322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:18.200613] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:18.200768] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:18.200814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:18.200844] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:18.204207] [DEBUG] [FORECASTER] SFB: Forecast T+1@11:T+2@11: DOWN (p=2.16%) [2025-10-09T22:50:18.204491] [INFO ] [FORECASTER] Completed predict_future for SFB [2025-10-09T22:50:18.205074] [INFO ] [sig ] SFB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:18.349629] [INFO ] [LOCAL ] Saved forecast: SFB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SFB.txt [2025-10-09T22:50:18.349889] [WARN ] [sig ] [1767/2211] Failed SFB after 0.2s | 5.61 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:18.349969] [INFO ] [sig ] [1768/2211] Forecasting SFBS... [2025-10-09T22:50:18.350008] [INFO ] [sig ] Generating forecast for: SFBS [2025-10-09T22:50:18.350049] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SFBS' from 'https://tdm.silogroup.org/data/derivative_storage/SFBS.csv'. [2025-10-09T22:50:18.359907] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SFBS'. [2025-10-09T22:50:18.360181] [INFO ] [FORECASTER] Starting predict_future for SFBS [2025-10-09T22:50:18.392531] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:18.393697] [DEBUG] [LOCAL ] No optimal features file found for SFBS: ./output/feature-sets/SFBS.txt [2025-10-09T22:50:18.393771] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:18.393824] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:18.393887] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:18.393972] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:18.414391] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:18.415300] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:18.415397] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:18.415434] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:18.451027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:18.451115] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:18.451151] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:18.451180] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:18.454296] [DEBUG] [FORECASTER] SFBS: Forecast T+1@11:T+2@11: UP (p=62.77%) [2025-10-09T22:50:18.454562] [INFO ] [FORECASTER] Completed predict_future for SFBS [2025-10-09T22:50:18.454728] [INFO ] [sig ] SFBS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:18.612164] [INFO ] [LOCAL ] Saved forecast: SFBS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SFBS.txt [2025-10-09T22:50:18.612398] [WARN ] [sig ] [1768/2211] Failed SFBS after 0.3s | 5.60 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:18.612476] [INFO ] [sig ] [1769/2211] Forecasting SFL... [2025-10-09T22:50:18.612515] [INFO ] [sig ] Generating forecast for: SFL [2025-10-09T22:50:18.612547] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SFL' from 'https://tdm.silogroup.org/data/derivative_storage/SFL.csv'. [2025-10-09T22:50:18.623455] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SFL'. [2025-10-09T22:50:18.623829] [INFO ] [FORECASTER] Starting predict_future for SFL [2025-10-09T22:50:18.655908] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:18.656991] [DEBUG] [LOCAL ] No optimal features file found for SFL: ./output/feature-sets/SFL.txt [2025-10-09T22:50:18.657050] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:18.657085] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:18.657113] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:18.657171] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:18.681547] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:18.682367] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:18.682460] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:18.682495] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:18.728604] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:18.730917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:18.730976] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:18.731008] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:18.744177] [DEBUG] [FORECASTER] SFL: Forecast T+1@11:T+2@11: DOWN (p=1.15%) [2025-10-09T22:50:18.744628] [INFO ] [FORECASTER] Completed predict_future for SFL [2025-10-09T22:50:18.744968] [INFO ] [sig ] SFL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:18.921072] [INFO ] [LOCAL ] Saved forecast: SFL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SFL.txt [2025-10-09T22:50:18.921425] [WARN ] [sig ] [1769/2211] Failed SFL after 0.3s | 5.60 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:18.921509] [INFO ] [sig ] [1770/2211] Forecasting SG... [2025-10-09T22:50:18.921549] [INFO ] [sig ] Generating forecast for: SG [2025-10-09T22:50:18.921591] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SG' from 'https://tdm.silogroup.org/data/derivative_storage/SG.csv'. [2025-10-09T22:50:18.932754] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SG'. [2025-10-09T22:50:18.933032] [INFO ] [FORECASTER] Starting predict_future for SG [2025-10-09T22:50:18.959316] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:18.960091] [DEBUG] [LOCAL ] No optimal features file found for SG: ./output/feature-sets/SG.txt [2025-10-09T22:50:18.960146] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:18.960181] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:18.960208] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:18.960265] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:18.978362] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:18.978950] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:18.979050] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:18.979104] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:19.017382] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:19.017476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:19.017511] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:19.017540] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:19.020747] [DEBUG] [FORECASTER] SG: Forecast T+1@11:T+2@11: UP (p=80.53%) [2025-10-09T22:50:19.021011] [INFO ] [FORECASTER] Completed predict_future for SG [2025-10-09T22:50:19.021139] [INFO ] [sig ] SG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:19.170397] [INFO ] [LOCAL ] Saved forecast: SG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SG.txt [2025-10-09T22:50:19.170607] [WARN ] [sig ] [1770/2211] Failed SG after 0.2s | 5.60 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:19.170704] [INFO ] [sig ] [1771/2211] Forecasting SGHC... [2025-10-09T22:50:19.170745] [INFO ] [sig ] Generating forecast for: SGHC [2025-10-09T22:50:19.170777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SGHC' from 'https://tdm.silogroup.org/data/derivative_storage/SGHC.csv'. [2025-10-09T22:50:19.180223] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SGHC'. [2025-10-09T22:50:19.180486] [INFO ] [FORECASTER] Starting predict_future for SGHC [2025-10-09T22:50:19.205894] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:19.206628] [DEBUG] [LOCAL ] No optimal features file found for SGHC: ./output/feature-sets/SGHC.txt [2025-10-09T22:50:19.206717] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:19.206776] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:19.206806] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:19.206863] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:19.224364] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:19.224935] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:19.225019] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:19.225052] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:19.260036] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:19.260135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:19.260171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:19.260199] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:19.263339] [DEBUG] [FORECASTER] SGHC: Forecast T+1@11:T+2@11: DOWN (p=46.28%) [2025-10-09T22:50:19.263607] [INFO ] [FORECASTER] Completed predict_future for SGHC [2025-10-09T22:50:19.263771] [INFO ] [sig ] SGHC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:19.413738] [INFO ] [LOCAL ] Saved forecast: SGHC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SGHC.txt [2025-10-09T22:50:19.413963] [WARN ] [sig ] [1771/2211] Failed SGHC after 0.2s | 5.60 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:19.414039] [INFO ] [sig ] [1772/2211] Forecasting SGU... [2025-10-09T22:50:19.414077] [INFO ] [sig ] Generating forecast for: SGU [2025-10-09T22:50:19.414108] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SGU' from 'https://tdm.silogroup.org/data/derivative_storage/SGU.csv'. [2025-10-09T22:50:19.423659] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SGU'. [2025-10-09T22:50:19.423917] [INFO ] [FORECASTER] Starting predict_future for SGU [2025-10-09T22:50:19.449257] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:19.450087] [DEBUG] [LOCAL ] No optimal features file found for SGU: ./output/feature-sets/SGU.txt [2025-10-09T22:50:19.450143] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:19.450176] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:19.450204] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:19.450261] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:19.467813] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:19.468359] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:19.468439] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:19.468471] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:19.501101] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:19.501183] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:19.501219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:19.501247] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:19.504346] [DEBUG] [FORECASTER] SGU: Forecast T+1@11:T+2@11: UP (p=78.61%) [2025-10-09T22:50:19.504621] [INFO ] [FORECASTER] Completed predict_future for SGU [2025-10-09T22:50:19.504792] [INFO ] [sig ] SGU: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:19.658685] [INFO ] [LOCAL ] Saved forecast: SGU 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SGU.txt [2025-10-09T22:50:19.659060] [WARN ] [sig ] [1772/2211] Failed SGU after 0.2s | 5.60 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:19.659144] [INFO ] [sig ] [1773/2211] Forecasting SHAK... [2025-10-09T22:50:19.659184] [INFO ] [sig ] Generating forecast for: SHAK [2025-10-09T22:50:19.659216] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHAK' from 'https://tdm.silogroup.org/data/derivative_storage/SHAK.csv'. [2025-10-09T22:50:19.671047] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SHAK'. [2025-10-09T22:50:19.671394] [INFO ] [FORECASTER] Starting predict_future for SHAK [2025-10-09T22:50:19.697233] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:19.698095] [DEBUG] [LOCAL ] No optimal features file found for SHAK: ./output/feature-sets/SHAK.txt [2025-10-09T22:50:19.698151] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:19.698185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:19.698213] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:19.698269] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:19.716276] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:19.716884] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:19.716967] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:19.717000] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:19.753829] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:19.753921] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:19.753957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:19.753986] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:19.757298] [DEBUG] [FORECASTER] SHAK: Forecast T+1@11:T+2@11: DOWN (p=41.00%) [2025-10-09T22:50:19.757570] [INFO ] [FORECASTER] Completed predict_future for SHAK [2025-10-09T22:50:19.757762] [INFO ] [sig ] SHAK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:19.902415] [INFO ] [LOCAL ] Saved forecast: SHAK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SHAK.txt [2025-10-09T22:50:19.902630] [WARN ] [sig ] [1773/2211] Failed SHAK after 0.2s | 5.60 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:19.902734] [INFO ] [sig ] [1774/2211] Forecasting SHCO... [2025-10-09T22:50:19.902773] [INFO ] [sig ] Generating forecast for: SHCO [2025-10-09T22:50:19.902807] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHCO' from 'https://tdm.silogroup.org/data/derivative_storage/SHCO.csv'. [2025-10-09T22:50:19.912975] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SHCO'. [2025-10-09T22:50:19.913285] [INFO ] [FORECASTER] Starting predict_future for SHCO [2025-10-09T22:50:19.938708] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:19.939413] [DEBUG] [LOCAL ] No optimal features file found for SHCO: ./output/feature-sets/SHCO.txt [2025-10-09T22:50:19.939466] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:19.939499] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:19.939525] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:19.939581] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:19.957115] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:19.957771] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:19.957858] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:19.957892] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:19.998419] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:19.998937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:19.998979] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:19.999010] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:20.002780] [DEBUG] [FORECASTER] SHCO: Forecast T+1@11:T+2@11: UP (p=76.68%) [2025-10-09T22:50:20.003045] [INFO ] [FORECASTER] Completed predict_future for SHCO [2025-10-09T22:50:20.003174] [INFO ] [sig ] SHCO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:20.148344] [INFO ] [LOCAL ] Saved forecast: SHCO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SHCO.txt [2025-10-09T22:50:20.148560] [WARN ] [sig ] [1774/2211] Failed SHCO after 0.2s | 5.60 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:20.148639] [INFO ] [sig ] [1775/2211] Forecasting SHEL... [2025-10-09T22:50:20.148719] [INFO ] [sig ] Generating forecast for: SHEL [2025-10-09T22:50:20.148753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHEL' from 'https://tdm.silogroup.org/data/derivative_storage/SHEL.csv'. [2025-10-09T22:50:20.160302] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SHEL'. [2025-10-09T22:50:20.160733] [INFO ] [FORECASTER] Starting predict_future for SHEL [2025-10-09T22:50:20.190869] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:20.191707] [DEBUG] [LOCAL ] No optimal features file found for SHEL: ./output/feature-sets/SHEL.txt [2025-10-09T22:50:20.191770] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:20.191806] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:20.191835] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:20.191894] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:20.213131] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:20.213887] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:20.213976] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:20.214010] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:20.254502] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:20.254714] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:20.254780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:20.254813] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:20.259146] [DEBUG] [FORECASTER] SHEL: Forecast T+1@11:T+2@11: UP (p=97.77%) [2025-10-09T22:50:20.259459] [INFO ] [FORECASTER] Completed predict_future for SHEL [2025-10-09T22:50:20.259606] [INFO ] [sig ] SHEL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:20.427689] [INFO ] [LOCAL ] Saved forecast: SHEL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SHEL.txt [2025-10-09T22:50:20.427961] [WARN ] [sig ] [1775/2211] Failed SHEL after 0.3s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:20.428041] [INFO ] [sig ] [1776/2211] Forecasting SHG... [2025-10-09T22:50:20.428081] [INFO ] [sig ] Generating forecast for: SHG [2025-10-09T22:50:20.428113] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHG' from 'https://tdm.silogroup.org/data/derivative_storage/SHG.csv'. [2025-10-09T22:50:20.438352] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SHG'. [2025-10-09T22:50:20.438728] [INFO ] [FORECASTER] Starting predict_future for SHG [2025-10-09T22:50:20.464961] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:20.465773] [DEBUG] [LOCAL ] No optimal features file found for SHG: ./output/feature-sets/SHG.txt [2025-10-09T22:50:20.465830] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:20.465865] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:20.465894] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:20.465951] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:20.483220] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:20.483800] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:20.483884] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:20.483918] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:20.520430] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:20.520594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:20.520636] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:20.520711] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:20.524319] [DEBUG] [FORECASTER] SHG: Forecast T+1@11:T+2@11: DOWN (p=24.94%) [2025-10-09T22:50:20.524597] [INFO ] [FORECASTER] Completed predict_future for SHG [2025-10-09T22:50:20.524771] [INFO ] [sig ] SHG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:20.682628] [INFO ] [LOCAL ] Saved forecast: SHG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SHG.txt [2025-10-09T22:50:20.682966] [WARN ] [sig ] [1776/2211] Failed SHG after 0.3s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:20.683052] [INFO ] [sig ] [1777/2211] Forecasting SHO... [2025-10-09T22:50:20.683094] [INFO ] [sig ] Generating forecast for: SHO [2025-10-09T22:50:20.683126] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHO' from 'https://tdm.silogroup.org/data/derivative_storage/SHO.csv'. [2025-10-09T22:50:20.694450] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SHO'. [2025-10-09T22:50:20.694878] [INFO ] [FORECASTER] Starting predict_future for SHO [2025-10-09T22:50:20.720483] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:20.721251] [DEBUG] [LOCAL ] No optimal features file found for SHO: ./output/feature-sets/SHO.txt [2025-10-09T22:50:20.721307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:20.721340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:20.721367] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:20.721422] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:20.739493] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:20.740541] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:20.740677] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:20.740732] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:20.781991] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:20.782090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:20.782129] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:20.782158] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:20.787688] [DEBUG] [FORECASTER] SHO: Forecast T+1@11:T+2@11: UP (p=77.86%) [2025-10-09T22:50:20.787981] [INFO ] [FORECASTER] Completed predict_future for SHO [2025-10-09T22:50:20.788123] [INFO ] [sig ] SHO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:20.936188] [INFO ] [LOCAL ] Saved forecast: SHO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SHO.txt [2025-10-09T22:50:20.936424] [WARN ] [sig ] [1777/2211] Failed SHO after 0.3s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:20.936500] [INFO ] [sig ] [1778/2211] Forecasting SHOC... [2025-10-09T22:50:20.936538] [INFO ] [sig ] Generating forecast for: SHOC [2025-10-09T22:50:20.936585] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHOC' from 'https://tdm.silogroup.org/data/derivative_storage/SHOC.csv'. [2025-10-09T22:50:20.946292] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'SHOC'. [2025-10-09T22:50:20.946624] [INFO ] [FORECASTER] Starting predict_future for SHOC [2025-10-09T22:50:20.972617] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:20.973346] [DEBUG] [LOCAL ] No optimal features file found for SHOC: ./output/feature-sets/SHOC.txt [2025-10-09T22:50:20.973401] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:20.973452] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:20.973483] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:20.973540] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:20.991296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:20.991877] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:20.991961] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:20.991994] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:21.027095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:21.027205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:21.027244] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:21.027275] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:21.030710] [DEBUG] [FORECASTER] SHOC: Forecast T+1@11:T+2@11: DOWN (p=45.25%) [2025-10-09T22:50:21.030992] [INFO ] [FORECASTER] Completed predict_future for SHOC [2025-10-09T22:50:21.031134] [INFO ] [sig ] SHOC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:21.175420] [INFO ] [LOCAL ] Saved forecast: SHOC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SHOC.txt [2025-10-09T22:50:21.175690] [WARN ] [sig ] [1778/2211] Failed SHOC after 0.2s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:21.175778] [INFO ] [sig ] [1779/2211] Forecasting SHW... [2025-10-09T22:50:21.175816] [INFO ] [sig ] Generating forecast for: SHW [2025-10-09T22:50:21.175848] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SHW' from 'https://tdm.silogroup.org/data/derivative_storage/SHW.csv'. [2025-10-09T22:50:21.185514] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SHW'. [2025-10-09T22:50:21.185801] [INFO ] [FORECASTER] Starting predict_future for SHW [2025-10-09T22:50:21.211362] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:21.212114] [DEBUG] [LOCAL ] No optimal features file found for SHW: ./output/feature-sets/SHW.txt [2025-10-09T22:50:21.212171] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:21.212207] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:21.212236] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:21.212293] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:21.230134] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:21.230711] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:21.230795] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:21.230829] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:21.268233] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:21.268413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:21.268457] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:21.268487] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:21.272053] [DEBUG] [FORECASTER] SHW: Forecast T+1@11:T+2@11: UP (p=88.80%) [2025-10-09T22:50:21.272340] [INFO ] [FORECASTER] Completed predict_future for SHW [2025-10-09T22:50:21.272482] [INFO ] [sig ] SHW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:21.417321] [INFO ] [LOCAL ] Saved forecast: SHW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SHW.txt [2025-10-09T22:50:21.417637] [WARN ] [sig ] [1779/2211] Failed SHW after 0.2s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:21.417748] [INFO ] [sig ] [1780/2211] Forecasting SID... [2025-10-09T22:50:21.417787] [INFO ] [sig ] Generating forecast for: SID [2025-10-09T22:50:21.417821] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SID' from 'https://tdm.silogroup.org/data/derivative_storage/SID.csv'. [2025-10-09T22:50:21.427712] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SID'. [2025-10-09T22:50:21.428099] [INFO ] [FORECASTER] Starting predict_future for SID [2025-10-09T22:50:21.453902] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:21.454636] [DEBUG] [LOCAL ] No optimal features file found for SID: ./output/feature-sets/SID.txt [2025-10-09T22:50:21.454718] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:21.454753] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:21.454781] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:21.454839] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:21.476303] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:21.477265] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:21.477417] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:21.477471] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:21.513444] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:21.513542] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:21.513579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:21.513607] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:21.517078] [DEBUG] [FORECASTER] SID: Forecast T+1@11:T+2@11: DOWN (p=45.88%) [2025-10-09T22:50:21.517476] [INFO ] [FORECASTER] Completed predict_future for SID [2025-10-09T22:50:21.517692] [INFO ] [sig ] SID: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:21.663513] [INFO ] [LOCAL ] Saved forecast: SID 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SID.txt [2025-10-09T22:50:21.663853] [WARN ] [sig ] [1780/2211] Failed SID after 0.2s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:21.663952] [INFO ] [sig ] [1781/2211] Forecasting SIG... [2025-10-09T22:50:21.663991] [INFO ] [sig ] Generating forecast for: SIG [2025-10-09T22:50:21.664022] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SIG' from 'https://tdm.silogroup.org/data/derivative_storage/SIG.csv'. [2025-10-09T22:50:21.674292] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SIG'. [2025-10-09T22:50:21.674666] [INFO ] [FORECASTER] Starting predict_future for SIG [2025-10-09T22:50:21.700159] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:21.700907] [DEBUG] [LOCAL ] No optimal features file found for SIG: ./output/feature-sets/SIG.txt [2025-10-09T22:50:21.700963] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:21.700996] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:21.701023] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:21.701137] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:21.718519] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:21.719419] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:21.719512] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:21.719548] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:21.749373] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:21.749533] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:21.749572] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:21.749601] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:21.753168] [DEBUG] [FORECASTER] SIG: Forecast T+1@11:T+2@11: DOWN (p=19.32%) [2025-10-09T22:50:21.753597] [INFO ] [FORECASTER] Completed predict_future for SIG [2025-10-09T22:50:21.753776] [INFO ] [sig ] SIG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:21.907419] [INFO ] [LOCAL ] Saved forecast: SIG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SIG.txt [2025-10-09T22:50:21.907765] [WARN ] [sig ] [1781/2211] Failed SIG after 0.2s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:21.907860] [INFO ] [sig ] [1782/2211] Forecasting SII... [2025-10-09T22:50:21.907902] [INFO ] [sig ] Generating forecast for: SII [2025-10-09T22:50:21.907935] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SII' from 'https://tdm.silogroup.org/data/derivative_storage/SII.csv'. [2025-10-09T22:50:21.917904] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SII'. [2025-10-09T22:50:21.918375] [INFO ] [FORECASTER] Starting predict_future for SII [2025-10-09T22:50:21.945289] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:21.946101] [DEBUG] [LOCAL ] No optimal features file found for SII: ./output/feature-sets/SII.txt [2025-10-09T22:50:21.946158] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:21.946194] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:21.946223] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:21.946281] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:21.964335] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:21.964945] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:21.965031] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:21.965067] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:22.008535] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:22.008745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:22.008813] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:22.008848] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:22.013143] [DEBUG] [FORECASTER] SII: Forecast T+1@11:T+2@11: DOWN (p=18.94%) [2025-10-09T22:50:22.013454] [INFO ] [FORECASTER] Completed predict_future for SII [2025-10-09T22:50:22.013612] [INFO ] [sig ] SII: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:22.156593] [INFO ] [LOCAL ] Saved forecast: SII 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SII.txt [2025-10-09T22:50:22.156848] [WARN ] [sig ] [1782/2211] Failed SII after 0.2s | 5.59 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:22.156927] [INFO ] [sig ] [1783/2211] Forecasting SILA... [2025-10-09T22:50:22.156968] [INFO ] [sig ] Generating forecast for: SILA [2025-10-09T22:50:22.157000] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SILA' from 'https://tdm.silogroup.org/data/derivative_storage/SILA.csv'. [2025-10-09T22:50:22.166346] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SILA'. [2025-10-09T22:50:22.166622] [INFO ] [FORECASTER] Starting predict_future for SILA [2025-10-09T22:50:22.192106] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:22.192832] [DEBUG] [LOCAL ] No optimal features file found for SILA: ./output/feature-sets/SILA.txt [2025-10-09T22:50:22.192887] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:22.192920] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:22.192947] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:22.193004] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:22.210500] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:22.211129] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:22.211215] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:22.211278] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:22.240736] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:22.240856] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:22.240893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:22.240922] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:22.244068] [DEBUG] [FORECASTER] SILA: Forecast T+1@11:T+2@11: UP (p=56.94%) [2025-10-09T22:50:22.244335] [INFO ] [FORECASTER] Completed predict_future for SILA [2025-10-09T22:50:22.244462] [INFO ] [sig ] SILA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:22.388291] [INFO ] [LOCAL ] Saved forecast: SILA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SILA.txt [2025-10-09T22:50:22.388548] [WARN ] [sig ] [1783/2211] Failed SILA after 0.2s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:22.388625] [INFO ] [sig ] [1784/2211] Forecasting SITC... [2025-10-09T22:50:22.388707] [INFO ] [sig ] Generating forecast for: SITC [2025-10-09T22:50:22.388749] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SITC' from 'https://tdm.silogroup.org/data/derivative_storage/SITC.csv'. [2025-10-09T22:50:22.397918] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SITC'. [2025-10-09T22:50:22.398300] [INFO ] [FORECASTER] Starting predict_future for SITC [2025-10-09T22:50:22.424698] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:22.425493] [DEBUG] [LOCAL ] No optimal features file found for SITC: ./output/feature-sets/SITC.txt [2025-10-09T22:50:22.425549] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:22.425585] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:22.425614] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:22.425692] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:22.443296] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:22.444186] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:22.444279] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:22.444315] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:22.474881] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:22.475058] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:22.475103] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:22.475132] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:22.478866] [DEBUG] [FORECASTER] SITC: Forecast T+1@11:T+2@11: DOWN (p=0.96%) [2025-10-09T22:50:22.479205] [INFO ] [FORECASTER] Completed predict_future for SITC [2025-10-09T22:50:22.479341] [INFO ] [sig ] SITC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:22.625286] [INFO ] [LOCAL ] Saved forecast: SITC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SITC.txt [2025-10-09T22:50:22.625546] [WARN ] [sig ] [1784/2211] Failed SITC after 0.2s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:22.625633] [INFO ] [sig ] [1785/2211] Forecasting SITE... [2025-10-09T22:50:22.625713] [INFO ] [sig ] Generating forecast for: SITE [2025-10-09T22:50:22.625753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SITE' from 'https://tdm.silogroup.org/data/derivative_storage/SITE.csv'. [2025-10-09T22:50:22.635089] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SITE'. [2025-10-09T22:50:22.635457] [INFO ] [FORECASTER] Starting predict_future for SITE [2025-10-09T22:50:22.661213] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:22.662030] [DEBUG] [LOCAL ] No optimal features file found for SITE: ./output/feature-sets/SITE.txt [2025-10-09T22:50:22.662086] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:22.662141] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:22.662171] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:22.662227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:22.679920] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:22.680561] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:22.680668] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:22.680724] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:22.710462] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:22.710639] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:22.710725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:22.710759] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:22.714250] [DEBUG] [FORECASTER] SITE: Forecast T+1@11:T+2@11: UP (p=89.43%) [2025-10-09T22:50:22.714535] [INFO ] [FORECASTER] Completed predict_future for SITE [2025-10-09T22:50:22.714693] [INFO ] [sig ] SITE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:22.866701] [INFO ] [LOCAL ] Saved forecast: SITE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SITE.txt [2025-10-09T22:50:22.867056] [WARN ] [sig ] [1785/2211] Failed SITE after 0.2s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:22.867142] [INFO ] [sig ] [1786/2211] Forecasting SJM... [2025-10-09T22:50:22.867182] [INFO ] [sig ] Generating forecast for: SJM [2025-10-09T22:50:22.867213] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SJM' from 'https://tdm.silogroup.org/data/derivative_storage/SJM.csv'. [2025-10-09T22:50:22.877433] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SJM'. [2025-10-09T22:50:22.877875] [INFO ] [FORECASTER] Starting predict_future for SJM [2025-10-09T22:50:22.904007] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:22.905031] [DEBUG] [LOCAL ] No optimal features file found for SJM: ./output/feature-sets/SJM.txt [2025-10-09T22:50:22.905094] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:22.905129] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:22.905158] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:22.905217] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:22.923415] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:22.924373] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:22.924498] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:22.924555] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:22.960354] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:22.960542] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:22.960587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:22.960618] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:22.964343] [DEBUG] [FORECASTER] SJM: Forecast T+1@11:T+2@11: DOWN (p=42.02%) [2025-10-09T22:50:22.964749] [INFO ] [FORECASTER] Completed predict_future for SJM [2025-10-09T22:50:22.964901] [INFO ] [sig ] SJM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:23.110414] [INFO ] [LOCAL ] Saved forecast: SJM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SJM.txt [2025-10-09T22:50:23.110710] [WARN ] [sig ] [1786/2211] Failed SJM after 0.2s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:23.110796] [INFO ] [sig ] [1787/2211] Forecasting SJT... [2025-10-09T22:50:23.110835] [INFO ] [sig ] Generating forecast for: SJT [2025-10-09T22:50:23.110865] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SJT' from 'https://tdm.silogroup.org/data/derivative_storage/SJT.csv'. [2025-10-09T22:50:23.120697] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SJT'. [2025-10-09T22:50:23.121077] [INFO ] [FORECASTER] Starting predict_future for SJT [2025-10-09T22:50:23.146985] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:23.147916] [DEBUG] [LOCAL ] No optimal features file found for SJT: ./output/feature-sets/SJT.txt [2025-10-09T22:50:23.147985] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:23.148021] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:23.148048] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:23.148104] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:23.165763] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:23.166511] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:23.166598] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:23.166632] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:23.204841] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:23.205023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:23.205067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:23.205096] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:23.208856] [DEBUG] [FORECASTER] SJT: Forecast T+1@11:T+2@11: DOWN (p=4.68%) [2025-10-09T22:50:23.209163] [INFO ] [FORECASTER] Completed predict_future for SJT [2025-10-09T22:50:23.209302] [INFO ] [sig ] SJT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:23.359899] [INFO ] [LOCAL ] Saved forecast: SJT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SJT.txt [2025-10-09T22:50:23.360173] [WARN ] [sig ] [1787/2211] Failed SJT after 0.2s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:23.360255] [INFO ] [sig ] [1788/2211] Forecasting SKE... [2025-10-09T22:50:23.360296] [INFO ] [sig ] Generating forecast for: SKE [2025-10-09T22:50:23.360328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKE' from 'https://tdm.silogroup.org/data/derivative_storage/SKE.csv'. [2025-10-09T22:50:23.370717] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SKE'. [2025-10-09T22:50:23.371109] [INFO ] [FORECASTER] Starting predict_future for SKE [2025-10-09T22:50:23.396605] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:23.397392] [DEBUG] [LOCAL ] No optimal features file found for SKE: ./output/feature-sets/SKE.txt [2025-10-09T22:50:23.397452] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:23.397486] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:23.397513] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:23.397570] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:23.415390] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:23.415983] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:23.416103] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:23.416181] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:23.452821] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:23.452913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:23.452949] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:23.452977] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:23.456065] [DEBUG] [FORECASTER] SKE: Forecast T+1@11:T+2@11: DOWN (p=5.14%) [2025-10-09T22:50:23.456325] [INFO ] [FORECASTER] Completed predict_future for SKE [2025-10-09T22:50:23.456455] [INFO ] [sig ] SKE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:23.605497] [INFO ] [LOCAL ] Saved forecast: SKE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SKE.txt [2025-10-09T22:50:23.605835] [WARN ] [sig ] [1788/2211] Failed SKE after 0.2s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:23.605920] [INFO ] [sig ] [1789/2211] Forecasting SKIL... [2025-10-09T22:50:23.605960] [INFO ] [sig ] Generating forecast for: SKIL [2025-10-09T22:50:23.605992] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKIL' from 'https://tdm.silogroup.org/data/derivative_storage/SKIL.csv'. [2025-10-09T22:50:23.616745] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SKIL'. [2025-10-09T22:50:23.617105] [INFO ] [FORECASTER] Starting predict_future for SKIL [2025-10-09T22:50:23.644173] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:23.645016] [DEBUG] [LOCAL ] No optimal features file found for SKIL: ./output/feature-sets/SKIL.txt [2025-10-09T22:50:23.645078] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:23.645114] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:23.645142] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:23.645199] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:23.663666] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:23.664541] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:23.664635] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:23.664712] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:23.698181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:23.698346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:23.698388] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:23.698418] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:23.702083] [DEBUG] [FORECASTER] SKIL: Forecast T+1@11:T+2@11: UP (p=55.50%) [2025-10-09T22:50:23.702490] [INFO ] [FORECASTER] Completed predict_future for SKIL [2025-10-09T22:50:23.702721] [INFO ] [sig ] SKIL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:23.867706] [INFO ] [LOCAL ] Saved forecast: SKIL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SKIL.txt [2025-10-09T22:50:23.867976] [WARN ] [sig ] [1789/2211] Failed SKIL after 0.3s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:23.868052] [INFO ] [sig ] [1790/2211] Forecasting SKLZ... [2025-10-09T22:50:23.868093] [INFO ] [sig ] Generating forecast for: SKLZ [2025-10-09T22:50:23.868124] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKLZ' from 'https://tdm.silogroup.org/data/derivative_storage/SKLZ.csv'. [2025-10-09T22:50:23.877730] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SKLZ'. [2025-10-09T22:50:23.878092] [INFO ] [FORECASTER] Starting predict_future for SKLZ [2025-10-09T22:50:23.903753] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:23.904501] [DEBUG] [LOCAL ] No optimal features file found for SKLZ: ./output/feature-sets/SKLZ.txt [2025-10-09T22:50:23.904562] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:23.904597] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:23.904624] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:23.904712] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:23.922591] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:23.923203] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:23.923289] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:23.923323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:23.957631] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:23.957831] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:23.957875] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:23.957905] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:23.961390] [DEBUG] [FORECASTER] SKLZ: Forecast T+1@11:T+2@11: UP (p=50.06%) [2025-10-09T22:50:23.961701] [INFO ] [FORECASTER] Completed predict_future for SKLZ [2025-10-09T22:50:23.961854] [INFO ] [sig ] SKLZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:24.106487] [INFO ] [LOCAL ] Saved forecast: SKLZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SKLZ.txt [2025-10-09T22:50:24.106754] [WARN ] [sig ] [1790/2211] Failed SKLZ after 0.2s | 5.58 sym/s | Total: 5.3m | ETA: 1.3m [2025-10-09T22:50:24.106835] [INFO ] [sig ] [1791/2211] Forecasting SKM... [2025-10-09T22:50:24.106875] [INFO ] [sig ] Generating forecast for: SKM [2025-10-09T22:50:24.106905] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKM' from 'https://tdm.silogroup.org/data/derivative_storage/SKM.csv'. [2025-10-09T22:50:24.116338] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SKM'. [2025-10-09T22:50:24.116624] [INFO ] [FORECASTER] Starting predict_future for SKM [2025-10-09T22:50:24.143148] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:24.143931] [DEBUG] [LOCAL ] No optimal features file found for SKM: ./output/feature-sets/SKM.txt [2025-10-09T22:50:24.143988] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:24.144022] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:24.144051] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:24.144111] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:24.162383] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:24.162999] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:24.163085] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:24.163120] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:24.195804] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:24.195948] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:24.195985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:24.196015] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:24.202439] [DEBUG] [FORECASTER] SKM: Forecast T+1@11:T+2@11: DOWN (p=40.46%) [2025-10-09T22:50:24.202754] [INFO ] [FORECASTER] Completed predict_future for SKM [2025-10-09T22:50:24.202899] [INFO ] [sig ] SKM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:24.347132] [INFO ] [LOCAL ] Saved forecast: SKM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SKM.txt [2025-10-09T22:50:24.347385] [WARN ] [sig ] [1791/2211] Failed SKM after 0.2s | 5.58 sym/s | Total: 5.4m | ETA: 1.3m [2025-10-09T22:50:24.347466] [INFO ] [sig ] [1792/2211] Forecasting SKT... [2025-10-09T22:50:24.347507] [INFO ] [sig ] Generating forecast for: SKT [2025-10-09T22:50:24.347538] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKT' from 'https://tdm.silogroup.org/data/derivative_storage/SKT.csv'. [2025-10-09T22:50:24.357387] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SKT'. [2025-10-09T22:50:24.357719] [INFO ] [FORECASTER] Starting predict_future for SKT [2025-10-09T22:50:24.384102] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:24.384911] [DEBUG] [LOCAL ] No optimal features file found for SKT: ./output/feature-sets/SKT.txt [2025-10-09T22:50:24.384979] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:24.385015] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:24.385063] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:24.385125] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:24.403616] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:24.404215] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:24.404300] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:24.404334] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:24.438150] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:24.438290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:24.438331] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:24.438361] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:24.441921] [DEBUG] [FORECASTER] SKT: Forecast T+1@11:T+2@11: UP (p=59.41%) [2025-10-09T22:50:24.442219] [INFO ] [FORECASTER] Completed predict_future for SKT [2025-10-09T22:50:24.442356] [INFO ] [sig ] SKT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:24.600717] [INFO ] [LOCAL ] Saved forecast: SKT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SKT.txt [2025-10-09T22:50:24.601057] [WARN ] [sig ] [1792/2211] Failed SKT after 0.3s | 5.57 sym/s | Total: 5.4m | ETA: 1.3m [2025-10-09T22:50:24.601146] [INFO ] [sig ] [1793/2211] Forecasting SKY... [2025-10-09T22:50:24.601186] [INFO ] [sig ] Generating forecast for: SKY [2025-10-09T22:50:24.601218] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKY' from 'https://tdm.silogroup.org/data/derivative_storage/SKY.csv'. [2025-10-09T22:50:24.611848] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SKY'. [2025-10-09T22:50:24.612198] [INFO ] [FORECASTER] Starting predict_future for SKY [2025-10-09T22:50:24.638466] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:24.639239] [DEBUG] [LOCAL ] No optimal features file found for SKY: ./output/feature-sets/SKY.txt [2025-10-09T22:50:24.639296] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:24.639332] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:24.639361] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:24.639418] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:24.657405] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:24.658163] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:24.658255] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:24.658290] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:24.694495] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:24.694587] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:24.694623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:24.694687] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:24.697956] [DEBUG] [FORECASTER] SKY: Forecast T+1@11:T+2@11: UP (p=75.24%) [2025-10-09T22:50:24.698228] [INFO ] [FORECASTER] Completed predict_future for SKY [2025-10-09T22:50:24.698363] [INFO ] [sig ] SKY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:24.845991] [INFO ] [LOCAL ] Saved forecast: SKY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SKY.txt [2025-10-09T22:50:24.846240] [WARN ] [sig ] [1793/2211] Failed SKY after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.3m [2025-10-09T22:50:24.846331] [INFO ] [sig ] [1794/2211] Forecasting SKYH... [2025-10-09T22:50:24.846406] [INFO ] [sig ] Generating forecast for: SKYH [2025-10-09T22:50:24.846459] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SKYH' from 'https://tdm.silogroup.org/data/derivative_storage/SKYH.csv'. [2025-10-09T22:50:24.856876] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SKYH'. [2025-10-09T22:50:24.857259] [INFO ] [FORECASTER] Starting predict_future for SKYH [2025-10-09T22:50:24.883124] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:24.883881] [DEBUG] [LOCAL ] No optimal features file found for SKYH: ./output/feature-sets/SKYH.txt [2025-10-09T22:50:24.883938] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:24.883971] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:24.883998] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:24.884053] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:24.901458] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:24.902043] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:24.902130] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:24.902163] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:24.928668] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:24.928795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:24.928835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:24.928864] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:24.932092] [DEBUG] [FORECASTER] SKYH: Forecast T+1@11:T+2@11: DOWN (p=5.34%) [2025-10-09T22:50:24.932388] [INFO ] [FORECASTER] Completed predict_future for SKYH [2025-10-09T22:50:24.932529] [INFO ] [sig ] SKYH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:25.077559] [INFO ] [LOCAL ] Saved forecast: SKYH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SKYH.txt [2025-10-09T22:50:25.077891] [WARN ] [sig ] [1794/2211] Failed SKYH after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:25.077971] [INFO ] [sig ] [1795/2211] Forecasting SLB... [2025-10-09T22:50:25.078012] [INFO ] [sig ] Generating forecast for: SLB [2025-10-09T22:50:25.078103] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLB' from 'https://tdm.silogroup.org/data/derivative_storage/SLB.csv'. [2025-10-09T22:50:25.087332] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SLB'. [2025-10-09T22:50:25.087635] [INFO ] [FORECASTER] Starting predict_future for SLB [2025-10-09T22:50:25.113208] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:25.114021] [DEBUG] [LOCAL ] No optimal features file found for SLB: ./output/feature-sets/SLB.txt [2025-10-09T22:50:25.114076] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:25.114108] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:25.114135] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:25.114196] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:25.131343] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:25.131966] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:25.132052] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:25.132085] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:25.163752] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:25.163912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:25.163954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:25.163985] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:25.167492] [DEBUG] [FORECASTER] SLB: Forecast T+1@11:T+2@11: UP (p=52.81%) [2025-10-09T22:50:25.167850] [INFO ] [FORECASTER] Completed predict_future for SLB [2025-10-09T22:50:25.167995] [INFO ] [sig ] SLB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:25.311465] [INFO ] [LOCAL ] Saved forecast: SLB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SLB.txt [2025-10-09T22:50:25.311796] [WARN ] [sig ] [1795/2211] Failed SLB after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:25.311892] [INFO ] [sig ] [1796/2211] Forecasting SLF... [2025-10-09T22:50:25.311931] [INFO ] [sig ] Generating forecast for: SLF [2025-10-09T22:50:25.311961] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLF' from 'https://tdm.silogroup.org/data/derivative_storage/SLF.csv'. [2025-10-09T22:50:25.323668] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SLF'. [2025-10-09T22:50:25.323987] [INFO ] [FORECASTER] Starting predict_future for SLF [2025-10-09T22:50:25.349391] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:25.350139] [DEBUG] [LOCAL ] No optimal features file found for SLF: ./output/feature-sets/SLF.txt [2025-10-09T22:50:25.350194] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:25.350227] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:25.350255] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:25.350311] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:25.367422] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:25.368038] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:25.368121] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:25.368154] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:25.398047] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:25.398131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:25.398166] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:25.398194] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:25.401271] [DEBUG] [FORECASTER] SLF: Forecast T+1@11:T+2@11: UP (p=71.49%) [2025-10-09T22:50:25.401531] [INFO ] [FORECASTER] Completed predict_future for SLF [2025-10-09T22:50:25.401681] [INFO ] [sig ] SLF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:25.543582] [INFO ] [LOCAL ] Saved forecast: SLF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SLF.txt [2025-10-09T22:50:25.543827] [WARN ] [sig ] [1796/2211] Failed SLF after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:25.543906] [INFO ] [sig ] [1797/2211] Forecasting SLG... [2025-10-09T22:50:25.543946] [INFO ] [sig ] Generating forecast for: SLG [2025-10-09T22:50:25.543979] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLG' from 'https://tdm.silogroup.org/data/derivative_storage/SLG.csv'. [2025-10-09T22:50:25.553602] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SLG'. [2025-10-09T22:50:25.553902] [INFO ] [FORECASTER] Starting predict_future for SLG [2025-10-09T22:50:25.583764] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:25.584483] [DEBUG] [LOCAL ] No optimal features file found for SLG: ./output/feature-sets/SLG.txt [2025-10-09T22:50:25.584538] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:25.584571] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:25.584598] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:25.584683] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:25.602076] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:25.602711] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:25.602819] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:25.602872] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:25.632815] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:25.632904] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:25.632983] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:25.633032] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:25.636157] [DEBUG] [FORECASTER] SLG: Forecast T+1@11:T+2@11: DOWN (p=28.32%) [2025-10-09T22:50:25.636416] [INFO ] [FORECASTER] Completed predict_future for SLG [2025-10-09T22:50:25.636543] [INFO ] [sig ] SLG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:25.778528] [INFO ] [LOCAL ] Saved forecast: SLG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SLG.txt [2025-10-09T22:50:25.778768] [WARN ] [sig ] [1797/2211] Failed SLG after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:25.778848] [INFO ] [sig ] [1798/2211] Forecasting SLGN... [2025-10-09T22:50:25.778888] [INFO ] [sig ] Generating forecast for: SLGN [2025-10-09T22:50:25.778919] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLGN' from 'https://tdm.silogroup.org/data/derivative_storage/SLGN.csv'. [2025-10-09T22:50:25.788787] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SLGN'. [2025-10-09T22:50:25.789067] [INFO ] [FORECASTER] Starting predict_future for SLGN [2025-10-09T22:50:25.814745] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:25.815452] [DEBUG] [LOCAL ] No optimal features file found for SLGN: ./output/feature-sets/SLGN.txt [2025-10-09T22:50:25.815507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:25.815541] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:25.815568] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:25.815695] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:25.834130] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:25.835113] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:25.835204] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:25.835239] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:25.872687] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:25.872793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:25.872831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:25.872859] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:25.876093] [DEBUG] [FORECASTER] SLGN: Forecast T+1@11:T+2@11: UP (p=95.82%) [2025-10-09T22:50:25.876365] [INFO ] [FORECASTER] Completed predict_future for SLGN [2025-10-09T22:50:25.876504] [INFO ] [sig ] SLGN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:26.021433] [INFO ] [LOCAL ] Saved forecast: SLGN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SLGN.txt [2025-10-09T22:50:26.021754] [WARN ] [sig ] [1798/2211] Failed SLGN after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:26.021851] [INFO ] [sig ] [1799/2211] Forecasting SLQT... [2025-10-09T22:50:26.021921] [INFO ] [sig ] Generating forecast for: SLQT [2025-10-09T22:50:26.021971] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLQT' from 'https://tdm.silogroup.org/data/derivative_storage/SLQT.csv'. [2025-10-09T22:50:26.032892] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SLQT'. [2025-10-09T22:50:26.033230] [INFO ] [FORECASTER] Starting predict_future for SLQT [2025-10-09T22:50:26.058835] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:26.059531] [DEBUG] [LOCAL ] No optimal features file found for SLQT: ./output/feature-sets/SLQT.txt [2025-10-09T22:50:26.059590] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:26.059625] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:26.059702] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:26.059778] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:26.077148] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:26.077791] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:26.077878] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:26.077911] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:26.112402] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:26.112479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:26.112514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:26.112543] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:26.115600] [DEBUG] [FORECASTER] SLQT: Forecast T+1@11:T+2@11: DOWN (p=24.66%) [2025-10-09T22:50:26.116038] [INFO ] [FORECASTER] Completed predict_future for SLQT [2025-10-09T22:50:26.116191] [INFO ] [sig ] SLQT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:26.258511] [INFO ] [LOCAL ] Saved forecast: SLQT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SLQT.txt [2025-10-09T22:50:26.258785] [WARN ] [sig ] [1799/2211] Failed SLQT after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:26.258879] [INFO ] [sig ] [1800/2211] Forecasting SLVM... [2025-10-09T22:50:26.258937] [INFO ] [sig ] Generating forecast for: SLVM [2025-10-09T22:50:26.258972] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SLVM' from 'https://tdm.silogroup.org/data/derivative_storage/SLVM.csv'. [2025-10-09T22:50:26.268958] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SLVM'. [2025-10-09T22:50:26.269324] [INFO ] [FORECASTER] Starting predict_future for SLVM [2025-10-09T22:50:26.294697] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:26.295410] [DEBUG] [LOCAL ] No optimal features file found for SLVM: ./output/feature-sets/SLVM.txt [2025-10-09T22:50:26.295464] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:26.295497] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:26.295523] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:26.295578] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:26.312866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:26.313408] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:26.313489] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:26.313523] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:26.349914] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:26.349997] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:26.350031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:26.350061] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:26.353084] [DEBUG] [FORECASTER] SLVM: Forecast T+1@11:T+2@11: UP (p=93.75%) [2025-10-09T22:50:26.353342] [INFO ] [FORECASTER] Completed predict_future for SLVM [2025-10-09T22:50:26.353469] [INFO ] [sig ] SLVM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:26.495765] [INFO ] [LOCAL ] Saved forecast: SLVM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SLVM.txt [2025-10-09T22:50:26.495993] [WARN ] [sig ] [1800/2211] Failed SLVM after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:26.496069] [INFO ] [sig ] [1801/2211] Forecasting SM... [2025-10-09T22:50:26.496108] [INFO ] [sig ] Generating forecast for: SM [2025-10-09T22:50:26.496139] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SM' from 'https://tdm.silogroup.org/data/derivative_storage/SM.csv'. [2025-10-09T22:50:26.506631] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SM'. [2025-10-09T22:50:26.507014] [INFO ] [FORECASTER] Starting predict_future for SM [2025-10-09T22:50:26.532440] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:26.533140] [DEBUG] [LOCAL ] No optimal features file found for SM: ./output/feature-sets/SM.txt [2025-10-09T22:50:26.533195] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:26.533228] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:26.533255] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:26.533310] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:26.550863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:26.551409] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:26.551493] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:26.551525] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:26.583220] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:26.583300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:26.583335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:26.583363] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:26.586399] [DEBUG] [FORECASTER] SM: Forecast T+1@11:T+2@11: UP (p=95.24%) [2025-10-09T22:50:26.587051] [INFO ] [FORECASTER] Completed predict_future for SM [2025-10-09T22:50:26.587193] [INFO ] [sig ] SM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:26.735425] [INFO ] [LOCAL ] Saved forecast: SM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SM.txt [2025-10-09T22:50:26.735706] [WARN ] [sig ] [1801/2211] Failed SM after 0.2s | 5.57 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:26.735789] [INFO ] [sig ] [1802/2211] Forecasting SMBK... [2025-10-09T22:50:26.735828] [INFO ] [sig ] Generating forecast for: SMBK [2025-10-09T22:50:26.735859] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMBK' from 'https://tdm.silogroup.org/data/derivative_storage/SMBK.csv'. [2025-10-09T22:50:26.746690] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMBK'. [2025-10-09T22:50:26.747050] [INFO ] [FORECASTER] Starting predict_future for SMBK [2025-10-09T22:50:26.772878] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:26.773596] [DEBUG] [LOCAL ] No optimal features file found for SMBK: ./output/feature-sets/SMBK.txt [2025-10-09T22:50:26.773673] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:26.773725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:26.773756] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:26.773812] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:26.791077] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:26.791719] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:26.791812] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:26.791854] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:26.826975] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:26.827117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:26.827156] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:26.827184] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:26.831058] [DEBUG] [FORECASTER] SMBK: Forecast T+1@11:T+2@11: DOWN (p=2.27%) [2025-10-09T22:50:26.831343] [INFO ] [FORECASTER] Completed predict_future for SMBK [2025-10-09T22:50:26.831483] [INFO ] [sig ] SMBK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:26.972814] [INFO ] [LOCAL ] Saved forecast: SMBK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SMBK.txt [2025-10-09T22:50:26.973085] [WARN ] [sig ] [1802/2211] Failed SMBK after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:26.973166] [INFO ] [sig ] [1803/2211] Forecasting SMC... [2025-10-09T22:50:26.973204] [INFO ] [sig ] Generating forecast for: SMC [2025-10-09T22:50:26.973236] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMC' from 'https://tdm.silogroup.org/data/derivative_storage/SMC.csv'. [2025-10-09T22:50:26.983936] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMC'. [2025-10-09T22:50:26.984278] [INFO ] [FORECASTER] Starting predict_future for SMC [2025-10-09T22:50:27.009701] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:27.010417] [DEBUG] [LOCAL ] No optimal features file found for SMC: ./output/feature-sets/SMC.txt [2025-10-09T22:50:27.010471] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:27.010504] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:27.010531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:27.010586] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:27.027875] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:27.028434] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:27.028517] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:27.028550] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:27.061156] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:27.061331] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:27.061374] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:27.061403] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:27.064911] [DEBUG] [FORECASTER] SMC: Forecast T+1@11:T+2@11: UP (p=57.47%) [2025-10-09T22:50:27.065191] [INFO ] [FORECASTER] Completed predict_future for SMC [2025-10-09T22:50:27.065325] [INFO ] [sig ] SMC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:27.206319] [INFO ] [LOCAL ] Saved forecast: SMC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SMC.txt [2025-10-09T22:50:27.206569] [WARN ] [sig ] [1803/2211] Failed SMC after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:27.206664] [INFO ] [sig ] [1804/2211] Forecasting SMFG... [2025-10-09T22:50:27.206720] [INFO ] [sig ] Generating forecast for: SMFG [2025-10-09T22:50:27.206753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMFG' from 'https://tdm.silogroup.org/data/derivative_storage/SMFG.csv'. [2025-10-09T22:50:27.216034] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMFG'. [2025-10-09T22:50:27.216308] [INFO ] [FORECASTER] Starting predict_future for SMFG [2025-10-09T22:50:27.241550] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:27.242279] [DEBUG] [LOCAL ] No optimal features file found for SMFG: ./output/feature-sets/SMFG.txt [2025-10-09T22:50:27.242333] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:27.242367] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:27.242395] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:27.242450] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:27.260027] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:27.260558] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:27.260638] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:27.260713] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:27.286136] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:27.286221] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:27.286276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:27.286308] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:27.289467] [DEBUG] [FORECASTER] SMFG: Forecast T+1@11:T+2@11: UP (p=96.92%) [2025-10-09T22:50:27.289775] [INFO ] [FORECASTER] Completed predict_future for SMFG [2025-10-09T22:50:27.289906] [INFO ] [sig ] SMFG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:27.431820] [INFO ] [LOCAL ] Saved forecast: SMFG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SMFG.txt [2025-10-09T22:50:27.432052] [WARN ] [sig ] [1804/2211] Failed SMFG after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:27.432126] [INFO ] [sig ] [1805/2211] Forecasting SMG... [2025-10-09T22:50:27.432164] [INFO ] [sig ] Generating forecast for: SMG [2025-10-09T22:50:27.432195] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMG' from 'https://tdm.silogroup.org/data/derivative_storage/SMG.csv'. [2025-10-09T22:50:27.441350] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMG'. [2025-10-09T22:50:27.441621] [INFO ] [FORECASTER] Starting predict_future for SMG [2025-10-09T22:50:27.466782] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:27.467525] [DEBUG] [LOCAL ] No optimal features file found for SMG: ./output/feature-sets/SMG.txt [2025-10-09T22:50:27.467584] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:27.467686] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:27.467731] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:27.467791] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:27.485112] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:27.485665] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:27.485749] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:27.485783] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:27.514902] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:27.515030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:27.515113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:27.515168] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:27.518928] [DEBUG] [FORECASTER] SMG: Forecast T+1@11:T+2@11: DOWN (p=21.37%) [2025-10-09T22:50:27.519231] [INFO ] [FORECASTER] Completed predict_future for SMG [2025-10-09T22:50:27.519381] [INFO ] [sig ] SMG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:27.661972] [INFO ] [LOCAL ] Saved forecast: SMG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SMG.txt [2025-10-09T22:50:27.662181] [WARN ] [sig ] [1805/2211] Failed SMG after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:27.662256] [INFO ] [sig ] [1806/2211] Forecasting SMHI... [2025-10-09T22:50:27.662295] [INFO ] [sig ] Generating forecast for: SMHI [2025-10-09T22:50:27.662325] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMHI' from 'https://tdm.silogroup.org/data/derivative_storage/SMHI.csv'. [2025-10-09T22:50:27.671489] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMHI'. [2025-10-09T22:50:27.671807] [INFO ] [FORECASTER] Starting predict_future for SMHI [2025-10-09T22:50:27.697737] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:27.698589] [DEBUG] [LOCAL ] No optimal features file found for SMHI: ./output/feature-sets/SMHI.txt [2025-10-09T22:50:27.698662] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:27.698718] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:27.698767] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:27.698826] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:27.716136] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:27.716690] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:27.716774] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:27.716807] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:27.749198] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:27.749378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:27.749422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:27.749453] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:27.753325] [DEBUG] [FORECASTER] SMHI: Forecast T+1@11:T+2@11: DOWN (p=4.64%) [2025-10-09T22:50:27.753628] [INFO ] [FORECASTER] Completed predict_future for SMHI [2025-10-09T22:50:27.753809] [INFO ] [sig ] SMHI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:27.900014] [INFO ] [LOCAL ] Saved forecast: SMHI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SMHI.txt [2025-10-09T22:50:27.900273] [WARN ] [sig ] [1806/2211] Failed SMHI after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:27.900350] [INFO ] [sig ] [1807/2211] Forecasting SMP... [2025-10-09T22:50:27.900389] [INFO ] [sig ] Generating forecast for: SMP [2025-10-09T22:50:27.900421] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMP' from 'https://tdm.silogroup.org/data/derivative_storage/SMP.csv'. [2025-10-09T22:50:27.909736] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMP'. [2025-10-09T22:50:27.909998] [INFO ] [FORECASTER] Starting predict_future for SMP [2025-10-09T22:50:27.935674] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:27.936360] [DEBUG] [LOCAL ] No optimal features file found for SMP: ./output/feature-sets/SMP.txt [2025-10-09T22:50:27.936414] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:27.936446] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:27.936473] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:27.936529] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:27.955148] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:27.955782] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:27.955869] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:27.955905] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:27.993968] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:27.994049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:27.994085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:27.994113] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:27.997308] [DEBUG] [FORECASTER] SMP: Forecast T+1@11:T+2@11: DOWN (p=43.12%) [2025-10-09T22:50:27.997577] [INFO ] [FORECASTER] Completed predict_future for SMP [2025-10-09T22:50:27.997786] [INFO ] [sig ] SMP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:28.146556] [INFO ] [LOCAL ] Saved forecast: SMP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SMP.txt [2025-10-09T22:50:28.146847] [WARN ] [sig ] [1807/2211] Failed SMP after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:28.146930] [INFO ] [sig ] [1808/2211] Forecasting SMR... [2025-10-09T22:50:28.146970] [INFO ] [sig ] Generating forecast for: SMR [2025-10-09T22:50:28.147001] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMR' from 'https://tdm.silogroup.org/data/derivative_storage/SMR.csv'. [2025-10-09T22:50:28.156513] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMR'. [2025-10-09T22:50:28.156818] [INFO ] [FORECASTER] Starting predict_future for SMR [2025-10-09T22:50:28.183202] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:28.183955] [DEBUG] [LOCAL ] No optimal features file found for SMR: ./output/feature-sets/SMR.txt [2025-10-09T22:50:28.184016] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:28.184051] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:28.184080] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:28.184137] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:28.203143] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:28.203792] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:28.203881] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:28.203924] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:28.238758] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:28.238875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:28.238920] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:28.238957] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:28.245236] [DEBUG] [FORECASTER] SMR: Forecast T+1@11:T+2@11: DOWN (p=5.49%) [2025-10-09T22:50:28.245499] [INFO ] [FORECASTER] Completed predict_future for SMR [2025-10-09T22:50:28.245628] [INFO ] [sig ] SMR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:28.393731] [INFO ] [LOCAL ] Saved forecast: SMR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SMR.txt [2025-10-09T22:50:28.393990] [WARN ] [sig ] [1808/2211] Failed SMR after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:28.394079] [INFO ] [sig ] [1809/2211] Forecasting SMRT... [2025-10-09T22:50:28.394119] [INFO ] [sig ] Generating forecast for: SMRT [2025-10-09T22:50:28.394150] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMRT' from 'https://tdm.silogroup.org/data/derivative_storage/SMRT.csv'. [2025-10-09T22:50:28.404418] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMRT'. [2025-10-09T22:50:28.404731] [INFO ] [FORECASTER] Starting predict_future for SMRT [2025-10-09T22:50:28.431493] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:28.432227] [DEBUG] [LOCAL ] No optimal features file found for SMRT: ./output/feature-sets/SMRT.txt [2025-10-09T22:50:28.432283] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:28.432318] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:28.432347] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:28.432405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:28.450717] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:28.451271] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:28.451355] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:28.451389] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:28.486767] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:28.486875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:28.486914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:28.486944] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:28.490443] [DEBUG] [FORECASTER] SMRT: Forecast T+1@11:T+2@11: DOWN (p=17.32%) [2025-10-09T22:50:28.490767] [INFO ] [FORECASTER] Completed predict_future for SMRT [2025-10-09T22:50:28.490926] [INFO ] [sig ] SMRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:28.641154] [INFO ] [LOCAL ] Saved forecast: SMRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SMRT.txt [2025-10-09T22:50:28.641383] [WARN ] [sig ] [1809/2211] Failed SMRT after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:28.641461] [INFO ] [sig ] [1810/2211] Forecasting SMWB... [2025-10-09T22:50:28.641500] [INFO ] [sig ] Generating forecast for: SMWB [2025-10-09T22:50:28.641532] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SMWB' from 'https://tdm.silogroup.org/data/derivative_storage/SMWB.csv'. [2025-10-09T22:50:28.650862] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SMWB'. [2025-10-09T22:50:28.651165] [INFO ] [FORECASTER] Starting predict_future for SMWB [2025-10-09T22:50:28.677144] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:28.677938] [DEBUG] [LOCAL ] No optimal features file found for SMWB: ./output/feature-sets/SMWB.txt [2025-10-09T22:50:28.678004] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:28.678043] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:28.678075] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:28.678135] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:28.696169] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:28.696762] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:28.696847] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:28.696882] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:28.736234] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:28.736347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:28.736386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:28.736415] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:28.740387] [DEBUG] [FORECASTER] SMWB: Forecast T+1@11:T+2@11: DOWN (p=46.20%) [2025-10-09T22:50:28.740712] [INFO ] [FORECASTER] Completed predict_future for SMWB [2025-10-09T22:50:28.740860] [INFO ] [sig ] SMWB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:28.888691] [INFO ] [LOCAL ] Saved forecast: SMWB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SMWB.txt [2025-10-09T22:50:28.889021] [WARN ] [sig ] [1810/2211] Failed SMWB after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:28.889102] [INFO ] [sig ] [1811/2211] Forecasting SN... [2025-10-09T22:50:28.889143] [INFO ] [sig ] Generating forecast for: SN [2025-10-09T22:50:28.889174] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SN' from 'https://tdm.silogroup.org/data/derivative_storage/SN.csv'. [2025-10-09T22:50:28.899672] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SN'. [2025-10-09T22:50:28.899945] [INFO ] [FORECASTER] Starting predict_future for SN [2025-10-09T22:50:28.926868] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:28.927625] [DEBUG] [LOCAL ] No optimal features file found for SN: ./output/feature-sets/SN.txt [2025-10-09T22:50:28.927709] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:28.927751] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:28.927782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:28.927841] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:28.946790] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:28.947378] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:28.947464] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:28.947499] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:28.982064] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:28.982141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:28.982196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:28.982225] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:28.985287] [DEBUG] [FORECASTER] SN: Forecast T+1@11:T+2@11: UP (p=86.87%) [2025-10-09T22:50:28.985544] [INFO ] [FORECASTER] Completed predict_future for SN [2025-10-09T22:50:28.985703] [INFO ] [sig ] SN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:29.136122] [INFO ] [LOCAL ] Saved forecast: SN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SN.txt [2025-10-09T22:50:29.136388] [WARN ] [sig ] [1811/2211] Failed SN after 0.2s | 5.56 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:29.136467] [INFO ] [sig ] [1812/2211] Forecasting SNA... [2025-10-09T22:50:29.136507] [INFO ] [sig ] Generating forecast for: SNA [2025-10-09T22:50:29.136612] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNA' from 'https://tdm.silogroup.org/data/derivative_storage/SNA.csv'. [2025-10-09T22:50:29.146244] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNA'. [2025-10-09T22:50:29.146520] [INFO ] [FORECASTER] Starting predict_future for SNA [2025-10-09T22:50:29.172297] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:29.173067] [DEBUG] [LOCAL ] No optimal features file found for SNA: ./output/feature-sets/SNA.txt [2025-10-09T22:50:29.173133] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:29.173169] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:29.173198] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:29.173255] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:29.191501] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:29.192136] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:29.192222] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:29.192257] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:29.228283] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:29.228392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:29.228430] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:29.228461] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:29.231812] [DEBUG] [FORECASTER] SNA: Forecast T+1@11:T+2@11: DOWN (p=2.37%) [2025-10-09T22:50:29.232081] [INFO ] [FORECASTER] Completed predict_future for SNA [2025-10-09T22:50:29.232213] [INFO ] [sig ] SNA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:29.379544] [INFO ] [LOCAL ] Saved forecast: SNA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SNA.txt [2025-10-09T22:50:29.379814] [WARN ] [sig ] [1812/2211] Failed SNA after 0.2s | 5.55 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:29.379898] [INFO ] [sig ] [1813/2211] Forecasting SNAP... [2025-10-09T22:50:29.379944] [INFO ] [sig ] Generating forecast for: SNAP [2025-10-09T22:50:29.379982] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNAP' from 'https://tdm.silogroup.org/data/derivative_storage/SNAP.csv'. [2025-10-09T22:50:29.389291] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNAP'. [2025-10-09T22:50:29.389567] [INFO ] [FORECASTER] Starting predict_future for SNAP [2025-10-09T22:50:29.416292] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:29.417097] [DEBUG] [LOCAL ] No optimal features file found for SNAP: ./output/feature-sets/SNAP.txt [2025-10-09T22:50:29.417154] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:29.417189] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:29.417220] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:29.417298] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:29.436363] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:29.437000] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:29.437100] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:29.437136] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:29.475451] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:29.475555] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:29.475603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:29.475679] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:29.479729] [DEBUG] [FORECASTER] SNAP: Forecast T+1@11:T+2@11: DOWN (p=4.56%) [2025-10-09T22:50:29.480110] [INFO ] [FORECASTER] Completed predict_future for SNAP [2025-10-09T22:50:29.480268] [INFO ] [sig ] SNAP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:29.632161] [INFO ] [LOCAL ] Saved forecast: SNAP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SNAP.txt [2025-10-09T22:50:29.632436] [WARN ] [sig ] [1813/2211] Failed SNAP after 0.3s | 5.55 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:29.632517] [INFO ] [sig ] [1814/2211] Forecasting SNDA... [2025-10-09T22:50:29.632556] [INFO ] [sig ] Generating forecast for: SNDA [2025-10-09T22:50:29.632588] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNDA' from 'https://tdm.silogroup.org/data/derivative_storage/SNDA.csv'. [2025-10-09T22:50:29.641968] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNDA'. [2025-10-09T22:50:29.642262] [INFO ] [FORECASTER] Starting predict_future for SNDA [2025-10-09T22:50:29.669340] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:29.670136] [DEBUG] [LOCAL ] No optimal features file found for SNDA: ./output/feature-sets/SNDA.txt [2025-10-09T22:50:29.670193] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:29.670229] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:29.670258] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:29.670318] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:29.689151] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:29.689823] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:29.689921] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:29.689977] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:29.725415] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:29.725504] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:29.725540] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:29.725571] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:29.729093] [DEBUG] [FORECASTER] SNDA: Forecast T+1@11:T+2@11: DOWN (p=2.16%) [2025-10-09T22:50:29.729368] [INFO ] [FORECASTER] Completed predict_future for SNDA [2025-10-09T22:50:29.729504] [INFO ] [sig ] SNDA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:29.879218] [INFO ] [LOCAL ] Saved forecast: SNDA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SNDA.txt [2025-10-09T22:50:29.879459] [WARN ] [sig ] [1814/2211] Failed SNDA after 0.2s | 5.55 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:29.879534] [INFO ] [sig ] [1815/2211] Forecasting SNDR... [2025-10-09T22:50:29.879573] [INFO ] [sig ] Generating forecast for: SNDR [2025-10-09T22:50:29.879604] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNDR' from 'https://tdm.silogroup.org/data/derivative_storage/SNDR.csv'. [2025-10-09T22:50:29.888329] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNDR'. [2025-10-09T22:50:29.888681] [INFO ] [FORECASTER] Starting predict_future for SNDR [2025-10-09T22:50:29.913798] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:29.914461] [DEBUG] [LOCAL ] No optimal features file found for SNDR: ./output/feature-sets/SNDR.txt [2025-10-09T22:50:29.914515] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:29.914548] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:29.914574] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:29.914702] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:29.932479] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:29.933087] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:29.933172] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:29.933207] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:29.963540] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:29.963624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:29.963700] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:29.963746] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:29.967292] [DEBUG] [FORECASTER] SNDR: Forecast T+1@11:T+2@11: UP (p=60.11%) [2025-10-09T22:50:29.967579] [INFO ] [FORECASTER] Completed predict_future for SNDR [2025-10-09T22:50:29.967772] [INFO ] [sig ] SNDR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:30.113048] [INFO ] [LOCAL ] Saved forecast: SNDR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SNDR.txt [2025-10-09T22:50:30.113310] [WARN ] [sig ] [1815/2211] Failed SNDR after 0.2s | 5.55 sym/s | Total: 5.4m | ETA: 1.2m [2025-10-09T22:50:30.113392] [INFO ] [sig ] [1816/2211] Forecasting SNN... [2025-10-09T22:50:30.113430] [INFO ] [sig ] Generating forecast for: SNN [2025-10-09T22:50:30.113461] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNN' from 'https://tdm.silogroup.org/data/derivative_storage/SNN.csv'. [2025-10-09T22:50:30.122540] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNN'. [2025-10-09T22:50:30.122844] [INFO ] [FORECASTER] Starting predict_future for SNN [2025-10-09T22:50:30.147944] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:30.148614] [DEBUG] [LOCAL ] No optimal features file found for SNN: ./output/feature-sets/SNN.txt [2025-10-09T22:50:30.148692] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:30.148736] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:30.148765] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:30.148820] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:30.165947] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:30.166471] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:30.166551] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:30.166585] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:30.196294] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:30.196398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:30.196447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:30.196510] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:30.200020] [DEBUG] [FORECASTER] SNN: Forecast T+1@11:T+2@11: DOWN (p=1.79%) [2025-10-09T22:50:30.200282] [INFO ] [FORECASTER] Completed predict_future for SNN [2025-10-09T22:50:30.200403] [INFO ] [sig ] SNN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:30.342020] [INFO ] [LOCAL ] Saved forecast: SNN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SNN.txt [2025-10-09T22:50:30.342241] [WARN ] [sig ] [1816/2211] Failed SNN after 0.2s | 5.55 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:30.342321] [INFO ] [sig ] [1817/2211] Forecasting SNOW... [2025-10-09T22:50:30.342359] [INFO ] [sig ] Generating forecast for: SNOW [2025-10-09T22:50:30.342391] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNOW' from 'https://tdm.silogroup.org/data/derivative_storage/SNOW.csv'. [2025-10-09T22:50:30.352140] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNOW'. [2025-10-09T22:50:30.352407] [INFO ] [FORECASTER] Starting predict_future for SNOW [2025-10-09T22:50:30.377768] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:30.378470] [DEBUG] [LOCAL ] No optimal features file found for SNOW: ./output/feature-sets/SNOW.txt [2025-10-09T22:50:30.378529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:30.378563] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:30.378590] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:30.378669] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:30.396482] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:30.397172] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:30.397254] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:30.397288] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:30.421482] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:30.421558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:30.421593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:30.421621] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:30.424625] [DEBUG] [FORECASTER] SNOW: Forecast T+1@11:T+2@11: DOWN (p=2.32%) [2025-10-09T22:50:30.424910] [INFO ] [FORECASTER] Completed predict_future for SNOW [2025-10-09T22:50:30.425030] [INFO ] [sig ] SNOW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:30.591176] [INFO ] [LOCAL ] Saved forecast: SNOW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SNOW.txt [2025-10-09T22:50:30.591417] [WARN ] [sig ] [1817/2211] Failed SNOW after 0.2s | 5.55 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:30.591493] [INFO ] [sig ] [1818/2211] Forecasting SNV... [2025-10-09T22:50:30.591534] [INFO ] [sig ] Generating forecast for: SNV [2025-10-09T22:50:30.591566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNV' from 'https://tdm.silogroup.org/data/derivative_storage/SNV.csv'. [2025-10-09T22:50:30.601394] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNV'. [2025-10-09T22:50:30.601727] [INFO ] [FORECASTER] Starting predict_future for SNV [2025-10-09T22:50:30.627095] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:30.627857] [DEBUG] [LOCAL ] No optimal features file found for SNV: ./output/feature-sets/SNV.txt [2025-10-09T22:50:30.627911] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:30.627944] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:30.627970] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:30.628026] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:30.645209] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:30.645788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:30.645875] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:30.645908] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:30.674705] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:30.674895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:30.674964] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:30.674998] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:30.678694] [DEBUG] [FORECASTER] SNV: Forecast T+1@11:T+2@11: UP (p=92.29%) [2025-10-09T22:50:30.679023] [INFO ] [FORECASTER] Completed predict_future for SNV [2025-10-09T22:50:30.679168] [INFO ] [sig ] SNV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:30.821560] [INFO ] [LOCAL ] Saved forecast: SNV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SNV.txt [2025-10-09T22:50:30.821869] [WARN ] [sig ] [1818/2211] Failed SNV after 0.2s | 5.55 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:30.821954] [INFO ] [sig ] [1819/2211] Forecasting SNX... [2025-10-09T22:50:30.821993] [INFO ] [sig ] Generating forecast for: SNX [2025-10-09T22:50:30.822026] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SNX' from 'https://tdm.silogroup.org/data/derivative_storage/SNX.csv'. [2025-10-09T22:50:30.832906] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SNX'. [2025-10-09T22:50:30.833420] [INFO ] [FORECASTER] Starting predict_future for SNX [2025-10-09T22:50:30.861100] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:30.861925] [DEBUG] [LOCAL ] No optimal features file found for SNX: ./output/feature-sets/SNX.txt [2025-10-09T22:50:30.861983] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:30.862019] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:30.862047] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:30.862106] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:30.881358] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:30.882004] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:30.882095] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:30.882130] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:30.921967] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:30.922098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:30.922139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:30.922168] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:30.925734] [DEBUG] [FORECASTER] SNX: Forecast T+1@11:T+2@11: UP (p=60.78%) [2025-10-09T22:50:30.926016] [INFO ] [FORECASTER] Completed predict_future for SNX [2025-10-09T22:50:30.926154] [INFO ] [sig ] SNX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:31.076530] [INFO ] [LOCAL ] Saved forecast: SNX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SNX.txt [2025-10-09T22:50:31.076818] [WARN ] [sig ] [1819/2211] Failed SNX after 0.3s | 5.55 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:31.076902] [INFO ] [sig ] [1820/2211] Forecasting SO... [2025-10-09T22:50:31.076942] [INFO ] [sig ] Generating forecast for: SO [2025-10-09T22:50:31.076978] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SO' from 'https://tdm.silogroup.org/data/derivative_storage/SO.csv'. [2025-10-09T22:50:31.087041] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SO'. [2025-10-09T22:50:31.087313] [INFO ] [FORECASTER] Starting predict_future for SO [2025-10-09T22:50:31.113012] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:31.113799] [DEBUG] [LOCAL ] No optimal features file found for SO: ./output/feature-sets/SO.txt [2025-10-09T22:50:31.113855] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:31.113890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:31.113919] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:31.113994] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:31.131448] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:31.132216] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:31.132308] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:31.132344] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:31.175941] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:31.176104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:31.176189] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:31.176248] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:31.181766] [DEBUG] [FORECASTER] SO: Forecast T+1@11:T+2@11: UP (p=94.65%) [2025-10-09T22:50:31.182155] [INFO ] [FORECASTER] Completed predict_future for SO [2025-10-09T22:50:31.182312] [INFO ] [sig ] SO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:31.332391] [INFO ] [LOCAL ] Saved forecast: SO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SO.txt [2025-10-09T22:50:31.332667] [WARN ] [sig ] [1820/2211] Failed SO after 0.3s | 5.55 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:31.332751] [INFO ] [sig ] [1821/2211] Forecasting SOBO... [2025-10-09T22:50:31.332790] [INFO ] [sig ] Generating forecast for: SOBO [2025-10-09T22:50:31.332822] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOBO' from 'https://tdm.silogroup.org/data/derivative_storage/SOBO.csv'. [2025-10-09T22:50:31.344250] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SOBO'. [2025-10-09T22:50:31.344667] [INFO ] [FORECASTER] Starting predict_future for SOBO [2025-10-09T22:50:31.370975] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:31.371697] [DEBUG] [LOCAL ] No optimal features file found for SOBO: ./output/feature-sets/SOBO.txt [2025-10-09T22:50:31.371753] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:31.371787] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:31.371813] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:31.371870] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:31.389196] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:31.389844] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:31.389933] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:31.389967] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:31.452344] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:31.452493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:31.452533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:31.452561] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:31.456004] [DEBUG] [FORECASTER] SOBO: Forecast T+1@11:T+2@11: DOWN (p=10.41%) [2025-10-09T22:50:31.456283] [INFO ] [FORECASTER] Completed predict_future for SOBO [2025-10-09T22:50:31.456421] [INFO ] [sig ] SOBO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:31.599724] [INFO ] [LOCAL ] Saved forecast: SOBO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SOBO.txt [2025-10-09T22:50:31.599962] [WARN ] [sig ] [1821/2211] Failed SOBO after 0.3s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:31.600038] [INFO ] [sig ] [1822/2211] Forecasting SOC... [2025-10-09T22:50:31.600077] [INFO ] [sig ] Generating forecast for: SOC [2025-10-09T22:50:31.600108] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOC' from 'https://tdm.silogroup.org/data/derivative_storage/SOC.csv'. [2025-10-09T22:50:31.610347] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SOC'. [2025-10-09T22:50:31.610710] [INFO ] [FORECASTER] Starting predict_future for SOC [2025-10-09T22:50:31.635874] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:31.636613] [DEBUG] [LOCAL ] No optimal features file found for SOC: ./output/feature-sets/SOC.txt [2025-10-09T22:50:31.636694] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:31.636739] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:31.636768] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:31.636826] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:31.653923] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:31.654490] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:31.654577] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:31.654611] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:31.689011] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:31.689098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:31.689134] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:31.689163] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:31.692343] [DEBUG] [FORECASTER] SOC: Forecast T+1@11:T+2@11: DOWN (p=20.54%) [2025-10-09T22:50:31.692602] [INFO ] [FORECASTER] Completed predict_future for SOC [2025-10-09T22:50:31.692773] [INFO ] [sig ] SOC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:31.836770] [INFO ] [LOCAL ] Saved forecast: SOC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SOC.txt [2025-10-09T22:50:31.837022] [WARN ] [sig ] [1822/2211] Failed SOC after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:31.837098] [INFO ] [sig ] [1823/2211] Forecasting SOJC... [2025-10-09T22:50:31.837137] [INFO ] [sig ] Generating forecast for: SOJC [2025-10-09T22:50:31.837168] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOJC' from 'https://tdm.silogroup.org/data/derivative_storage/SOJC.csv'. [2025-10-09T22:50:31.847293] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'SOJC'. [2025-10-09T22:50:31.847626] [INFO ] [FORECASTER] Starting predict_future for SOJC [2025-10-09T22:50:31.873355] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:31.874088] [DEBUG] [LOCAL ] No optimal features file found for SOJC: ./output/feature-sets/SOJC.txt [2025-10-09T22:50:31.874143] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:31.874177] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:31.874204] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:31.874260] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:31.891631] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:31.892249] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:31.892335] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:31.892368] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:31.924190] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:31.924292] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:31.924327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:31.924355] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:31.927570] [DEBUG] [FORECASTER] SOJC: Forecast T+1@11:T+2@11: UP (p=99.10%) [2025-10-09T22:50:31.927887] [INFO ] [FORECASTER] Completed predict_future for SOJC [2025-10-09T22:50:31.928031] [INFO ] [sig ] SOJC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:32.070581] [INFO ] [LOCAL ] Saved forecast: SOJC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SOJC.txt [2025-10-09T22:50:32.070885] [WARN ] [sig ] [1823/2211] Failed SOJC after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:32.070968] [INFO ] [sig ] [1824/2211] Forecasting SOJD... [2025-10-09T22:50:32.071011] [INFO ] [sig ] Generating forecast for: SOJD [2025-10-09T22:50:32.071043] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOJD' from 'https://tdm.silogroup.org/data/derivative_storage/SOJD.csv'. [2025-10-09T22:50:32.085232] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SOJD'. [2025-10-09T22:50:32.085633] [INFO ] [FORECASTER] Starting predict_future for SOJD [2025-10-09T22:50:32.111877] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:32.112590] [DEBUG] [LOCAL ] No optimal features file found for SOJD: ./output/feature-sets/SOJD.txt [2025-10-09T22:50:32.112671] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:32.112724] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:32.112755] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:32.112812] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:32.130057] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:32.130595] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:32.130711] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:32.130761] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:32.162681] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:32.162778] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:32.162814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:32.162843] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:32.165946] [DEBUG] [FORECASTER] SOJD: Forecast T+1@11:T+2@11: DOWN (p=6.24%) [2025-10-09T22:50:32.166214] [INFO ] [FORECASTER] Completed predict_future for SOJD [2025-10-09T22:50:32.166336] [INFO ] [sig ] SOJD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:32.308782] [INFO ] [LOCAL ] Saved forecast: SOJD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SOJD.txt [2025-10-09T22:50:32.309019] [WARN ] [sig ] [1824/2211] Failed SOJD after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:32.309095] [INFO ] [sig ] [1825/2211] Forecasting SOJE... [2025-10-09T22:50:32.309135] [INFO ] [sig ] Generating forecast for: SOJE [2025-10-09T22:50:32.309167] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOJE' from 'https://tdm.silogroup.org/data/derivative_storage/SOJE.csv'. [2025-10-09T22:50:32.319126] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SOJE'. [2025-10-09T22:50:32.319405] [INFO ] [FORECASTER] Starting predict_future for SOJE [2025-10-09T22:50:32.344737] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:32.345417] [DEBUG] [LOCAL ] No optimal features file found for SOJE: ./output/feature-sets/SOJE.txt [2025-10-09T22:50:32.345471] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:32.345504] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:32.345531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:32.345586] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:32.363223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:32.363802] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:32.363887] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:32.363920] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:32.389742] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:32.389850] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:32.389901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:32.389931] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:32.395696] [DEBUG] [FORECASTER] SOJE: Forecast T+1@11:T+2@11: UP (p=53.92%) [2025-10-09T22:50:32.395962] [INFO ] [FORECASTER] Completed predict_future for SOJE [2025-10-09T22:50:32.396084] [INFO ] [sig ] SOJE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:32.539668] [INFO ] [LOCAL ] Saved forecast: SOJE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SOJE.txt [2025-10-09T22:50:32.539914] [WARN ] [sig ] [1825/2211] Failed SOJE after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:32.539990] [INFO ] [sig ] [1826/2211] Forecasting SOL... [2025-10-09T22:50:32.540029] [INFO ] [sig ] Generating forecast for: SOL [2025-10-09T22:50:32.540060] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOL' from 'https://tdm.silogroup.org/data/derivative_storage/SOL.csv'. [2025-10-09T22:50:32.550143] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SOL'. [2025-10-09T22:50:32.550422] [INFO ] [FORECASTER] Starting predict_future for SOL [2025-10-09T22:50:32.576222] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:32.576990] [DEBUG] [LOCAL ] No optimal features file found for SOL: ./output/feature-sets/SOL.txt [2025-10-09T22:50:32.577058] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:32.577099] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:32.577134] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:32.577191] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:32.594863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:32.595501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:32.595587] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:32.595621] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:32.620476] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:32.620561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:32.620596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:32.620623] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:32.623751] [DEBUG] [FORECASTER] SOL: Forecast T+1@11:T+2@11: DOWN (p=9.72%) [2025-10-09T22:50:32.624027] [INFO ] [FORECASTER] Completed predict_future for SOL [2025-10-09T22:50:32.624168] [INFO ] [sig ] SOL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:32.767898] [INFO ] [LOCAL ] Saved forecast: SOL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SOL.txt [2025-10-09T22:50:32.768138] [WARN ] [sig ] [1826/2211] Failed SOL after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:32.768219] [INFO ] [sig ] [1827/2211] Forecasting SOLV... [2025-10-09T22:50:32.768259] [INFO ] [sig ] Generating forecast for: SOLV [2025-10-09T22:50:32.768291] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOLV' from 'https://tdm.silogroup.org/data/derivative_storage/SOLV.csv'. [2025-10-09T22:50:32.778016] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SOLV'. [2025-10-09T22:50:32.778296] [INFO ] [FORECASTER] Starting predict_future for SOLV [2025-10-09T22:50:32.804393] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:32.805151] [DEBUG] [LOCAL ] No optimal features file found for SOLV: ./output/feature-sets/SOLV.txt [2025-10-09T22:50:32.805207] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:32.805243] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:32.805272] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:32.805348] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:32.823182] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:32.823761] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:32.823845] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:32.823878] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:32.849178] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:32.849269] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:32.849303] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:32.849332] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:32.852586] [DEBUG] [FORECASTER] SOLV: Forecast T+1@11:T+2@11: UP (p=99.15%) [2025-10-09T22:50:32.852880] [INFO ] [FORECASTER] Completed predict_future for SOLV [2025-10-09T22:50:32.853022] [INFO ] [sig ] SOLV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:32.998423] [INFO ] [LOCAL ] Saved forecast: SOLV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SOLV.txt [2025-10-09T22:50:32.998692] [WARN ] [sig ] [1827/2211] Failed SOLV after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:32.998770] [INFO ] [sig ] [1828/2211] Forecasting SON... [2025-10-09T22:50:32.998810] [INFO ] [sig ] Generating forecast for: SON [2025-10-09T22:50:32.998841] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SON' from 'https://tdm.silogroup.org/data/derivative_storage/SON.csv'. [2025-10-09T22:50:33.008424] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SON'. [2025-10-09T22:50:33.008720] [INFO ] [FORECASTER] Starting predict_future for SON [2025-10-09T22:50:33.034712] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:33.035452] [DEBUG] [LOCAL ] No optimal features file found for SON: ./output/feature-sets/SON.txt [2025-10-09T22:50:33.035506] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:33.035540] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:33.035567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:33.035623] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:33.053508] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:33.054156] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:33.054259] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:33.054322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:33.080365] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:33.080447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:33.080483] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:33.080512] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:33.083610] [DEBUG] [FORECASTER] SON: Forecast T+1@11:T+2@11: UP (p=92.15%) [2025-10-09T22:50:33.083906] [INFO ] [FORECASTER] Completed predict_future for SON [2025-10-09T22:50:33.084033] [INFO ] [sig ] SON: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:33.233838] [INFO ] [LOCAL ] Saved forecast: SON 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SON.txt [2025-10-09T22:50:33.234142] [WARN ] [sig ] [1828/2211] Failed SON after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.2m [2025-10-09T22:50:33.234227] [INFO ] [sig ] [1829/2211] Forecasting SONY... [2025-10-09T22:50:33.234268] [INFO ] [sig ] Generating forecast for: SONY [2025-10-09T22:50:33.234343] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SONY' from 'https://tdm.silogroup.org/data/derivative_storage/SONY.csv'. [2025-10-09T22:50:33.245086] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SONY'. [2025-10-09T22:50:33.245430] [INFO ] [FORECASTER] Starting predict_future for SONY [2025-10-09T22:50:33.271896] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:33.272597] [DEBUG] [LOCAL ] No optimal features file found for SONY: ./output/feature-sets/SONY.txt [2025-10-09T22:50:33.272675] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:33.272728] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:33.272758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:33.272816] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:33.290823] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:33.291408] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:33.291492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:33.291526] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:33.317941] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:33.318044] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:33.318084] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:33.318113] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:33.321338] [DEBUG] [FORECASTER] SONY: Forecast T+1@11:T+2@11: DOWN (p=36.95%) [2025-10-09T22:50:33.321608] [INFO ] [FORECASTER] Completed predict_future for SONY [2025-10-09T22:50:33.321767] [INFO ] [sig ] SONY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:33.467489] [INFO ] [LOCAL ] Saved forecast: SONY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SONY.txt [2025-10-09T22:50:33.467815] [WARN ] [sig ] [1829/2211] Failed SONY after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:33.467904] [INFO ] [sig ] [1830/2211] Forecasting SOR... [2025-10-09T22:50:33.467943] [INFO ] [sig ] Generating forecast for: SOR [2025-10-09T22:50:33.467974] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOR' from 'https://tdm.silogroup.org/data/derivative_storage/SOR.csv'. [2025-10-09T22:50:33.477842] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SOR'. [2025-10-09T22:50:33.478164] [INFO ] [FORECASTER] Starting predict_future for SOR [2025-10-09T22:50:33.504617] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:33.505419] [DEBUG] [LOCAL ] No optimal features file found for SOR: ./output/feature-sets/SOR.txt [2025-10-09T22:50:33.505479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:33.505514] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:33.505542] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:33.505599] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:33.523975] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:33.524536] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:33.524623] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:33.524691] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:33.551543] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:33.551718] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:33.551773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:33.551804] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:33.555267] [DEBUG] [FORECASTER] SOR: Forecast T+1@11:T+2@11: DOWN (p=43.88%) [2025-10-09T22:50:33.555557] [INFO ] [FORECASTER] Completed predict_future for SOR [2025-10-09T22:50:33.555729] [INFO ] [sig ] SOR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:33.699912] [INFO ] [LOCAL ] Saved forecast: SOR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SOR.txt [2025-10-09T22:50:33.700183] [WARN ] [sig ] [1830/2211] Failed SOR after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:33.700259] [INFO ] [sig ] [1831/2211] Forecasting SOS... [2025-10-09T22:50:33.700297] [INFO ] [sig ] Generating forecast for: SOS [2025-10-09T22:50:33.700328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SOS' from 'https://tdm.silogroup.org/data/derivative_storage/SOS.csv'. [2025-10-09T22:50:33.709383] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'SOS'. [2025-10-09T22:50:33.709676] [INFO ] [FORECASTER] Starting predict_future for SOS [2025-10-09T22:50:33.735569] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:33.736296] [DEBUG] [LOCAL ] No optimal features file found for SOS: ./output/feature-sets/SOS.txt [2025-10-09T22:50:33.736351] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:33.736384] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:33.736411] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:33.736469] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:33.753778] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:33.754306] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:33.754386] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:33.754418] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:33.779627] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:33.779745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:33.779785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:33.779814] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:33.782883] [DEBUG] [FORECASTER] SOS: Forecast T+1@11:T+2@11: UP (p=97.97%) [2025-10-09T22:50:33.783148] [INFO ] [FORECASTER] Completed predict_future for SOS [2025-10-09T22:50:33.783268] [INFO ] [sig ] SOS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:33.927081] [INFO ] [LOCAL ] Saved forecast: SOS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SOS.txt [2025-10-09T22:50:33.927317] [WARN ] [sig ] [1831/2211] Failed SOS after 0.2s | 5.54 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:33.927390] [INFO ] [sig ] [1832/2211] Forecasting SPB... [2025-10-09T22:50:33.927429] [INFO ] [sig ] Generating forecast for: SPB [2025-10-09T22:50:33.927460] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPB' from 'https://tdm.silogroup.org/data/derivative_storage/SPB.csv'. [2025-10-09T22:50:33.936219] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPB'. [2025-10-09T22:50:33.936490] [INFO ] [FORECASTER] Starting predict_future for SPB [2025-10-09T22:50:33.962821] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:33.963544] [DEBUG] [LOCAL ] No optimal features file found for SPB: ./output/feature-sets/SPB.txt [2025-10-09T22:50:33.963601] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:33.963634] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:33.963705] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:33.963822] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:33.981131] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:33.981740] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:33.981825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:33.981859] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:34.011717] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:34.011796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:34.011830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:34.011874] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:34.014886] [DEBUG] [FORECASTER] SPB: Forecast T+1@11:T+2@11: DOWN (p=41.74%) [2025-10-09T22:50:34.015147] [INFO ] [FORECASTER] Completed predict_future for SPB [2025-10-09T22:50:34.015272] [INFO ] [sig ] SPB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:34.158171] [INFO ] [LOCAL ] Saved forecast: SPB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPB.txt [2025-10-09T22:50:34.158367] [WARN ] [sig ] [1832/2211] Failed SPB after 0.2s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:34.158441] [INFO ] [sig ] [1833/2211] Forecasting SPCE... [2025-10-09T22:50:34.158480] [INFO ] [sig ] Generating forecast for: SPCE [2025-10-09T22:50:34.158511] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPCE' from 'https://tdm.silogroup.org/data/derivative_storage/SPCE.csv'. [2025-10-09T22:50:34.168101] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPCE'. [2025-10-09T22:50:34.168465] [INFO ] [FORECASTER] Starting predict_future for SPCE [2025-10-09T22:50:34.194177] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:34.194919] [DEBUG] [LOCAL ] No optimal features file found for SPCE: ./output/feature-sets/SPCE.txt [2025-10-09T22:50:34.194973] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:34.195006] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:34.195034] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:34.195090] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:34.212610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:34.213180] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:34.213263] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:34.213296] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:34.243045] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:34.243184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:34.243222] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:34.243250] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:34.246598] [DEBUG] [FORECASTER] SPCE: Forecast T+1@11:T+2@11: UP (p=94.55%) [2025-10-09T22:50:34.246903] [INFO ] [FORECASTER] Completed predict_future for SPCE [2025-10-09T22:50:34.247036] [INFO ] [sig ] SPCE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:34.397043] [INFO ] [LOCAL ] Saved forecast: SPCE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SPCE.txt [2025-10-09T22:50:34.397313] [WARN ] [sig ] [1833/2211] Failed SPCE after 0.2s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:34.397398] [INFO ] [sig ] [1834/2211] Forecasting SPE... [2025-10-09T22:50:34.397436] [INFO ] [sig ] Generating forecast for: SPE [2025-10-09T22:50:34.397469] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPE' from 'https://tdm.silogroup.org/data/derivative_storage/SPE.csv'. [2025-10-09T22:50:34.407444] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'SPE'. [2025-10-09T22:50:34.407786] [INFO ] [FORECASTER] Starting predict_future for SPE [2025-10-09T22:50:34.434062] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:34.434840] [DEBUG] [LOCAL ] No optimal features file found for SPE: ./output/feature-sets/SPE.txt [2025-10-09T22:50:34.434899] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:34.434934] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:34.434962] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:34.435038] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:34.452487] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:34.453096] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:34.453181] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:34.453214] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:34.481572] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:34.481719] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:34.481769] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:34.481802] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:34.485038] [DEBUG] [FORECASTER] SPE: Forecast T+1@11:T+2@11: DOWN (p=9.84%) [2025-10-09T22:50:34.485311] [INFO ] [FORECASTER] Completed predict_future for SPE [2025-10-09T22:50:34.485436] [INFO ] [sig ] SPE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:34.633225] [INFO ] [LOCAL ] Saved forecast: SPE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPE.txt [2025-10-09T22:50:34.633479] [WARN ] [sig ] [1834/2211] Failed SPE after 0.2s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:34.633556] [INFO ] [sig ] [1835/2211] Forecasting SPG... [2025-10-09T22:50:34.633595] [INFO ] [sig ] Generating forecast for: SPG [2025-10-09T22:50:34.633626] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPG' from 'https://tdm.silogroup.org/data/derivative_storage/SPG.csv'. [2025-10-09T22:50:34.643483] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPG'. [2025-10-09T22:50:34.643789] [INFO ] [FORECASTER] Starting predict_future for SPG [2025-10-09T22:50:34.672740] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:34.673493] [DEBUG] [LOCAL ] No optimal features file found for SPG: ./output/feature-sets/SPG.txt [2025-10-09T22:50:34.673547] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:34.673581] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:34.673609] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:34.673687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:34.694426] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:34.695266] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:34.695357] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:34.695394] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:34.726345] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:34.726429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:34.726464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:34.726492] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:34.729719] [DEBUG] [FORECASTER] SPG: Forecast T+1@11:T+2@11: DOWN (p=20.95%) [2025-10-09T22:50:34.732945] [INFO ] [FORECASTER] Completed predict_future for SPG [2025-10-09T22:50:34.733077] [INFO ] [sig ] SPG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:34.878727] [INFO ] [LOCAL ] Saved forecast: SPG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPG.txt [2025-10-09T22:50:34.878964] [WARN ] [sig ] [1835/2211] Failed SPG after 0.2s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:34.879043] [INFO ] [sig ] [1836/2211] Forecasting SPGI... [2025-10-09T22:50:34.879085] [INFO ] [sig ] Generating forecast for: SPGI [2025-10-09T22:50:34.879115] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPGI' from 'https://tdm.silogroup.org/data/derivative_storage/SPGI.csv'. [2025-10-09T22:50:34.891217] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPGI'. [2025-10-09T22:50:34.891780] [INFO ] [FORECASTER] Starting predict_future for SPGI [2025-10-09T22:50:34.918934] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:34.919830] [DEBUG] [LOCAL ] No optimal features file found for SPGI: ./output/feature-sets/SPGI.txt [2025-10-09T22:50:34.919887] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:34.919923] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:34.919952] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:34.920012] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:34.938499] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:34.939250] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:34.939349] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:34.939385] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:34.985953] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:34.986209] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:34.986261] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:34.986292] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:34.990601] [DEBUG] [FORECASTER] SPGI: Forecast T+1@11:T+2@11: UP (p=76.68%) [2025-10-09T22:50:34.990966] [INFO ] [FORECASTER] Completed predict_future for SPGI [2025-10-09T22:50:34.991145] [INFO ] [sig ] SPGI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:35.143097] [INFO ] [LOCAL ] Saved forecast: SPGI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SPGI.txt [2025-10-09T22:50:35.143426] [WARN ] [sig ] [1836/2211] Failed SPGI after 0.3s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:35.143508] [INFO ] [sig ] [1837/2211] Forecasting SPH... [2025-10-09T22:50:35.143547] [INFO ] [sig ] Generating forecast for: SPH [2025-10-09T22:50:35.143579] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPH' from 'https://tdm.silogroup.org/data/derivative_storage/SPH.csv'. [2025-10-09T22:50:35.153293] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPH'. [2025-10-09T22:50:35.153575] [INFO ] [FORECASTER] Starting predict_future for SPH [2025-10-09T22:50:35.179839] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:35.180580] [DEBUG] [LOCAL ] No optimal features file found for SPH: ./output/feature-sets/SPH.txt [2025-10-09T22:50:35.180639] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:35.180722] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:35.180755] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:35.180812] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:35.198360] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:35.199003] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:35.199092] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:35.199125] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:35.234228] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:35.234410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:35.234455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:35.234484] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:35.238278] [DEBUG] [FORECASTER] SPH: Forecast T+1@11:T+2@11: DOWN (p=3.74%) [2025-10-09T22:50:35.238573] [INFO ] [FORECASTER] Completed predict_future for SPH [2025-10-09T22:50:35.238748] [INFO ] [sig ] SPH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:35.387463] [INFO ] [LOCAL ] Saved forecast: SPH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPH.txt [2025-10-09T22:50:35.387801] [WARN ] [sig ] [1837/2211] Failed SPH after 0.2s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:35.387896] [INFO ] [sig ] [1838/2211] Forecasting SPHR... [2025-10-09T22:50:35.387937] [INFO ] [sig ] Generating forecast for: SPHR [2025-10-09T22:50:35.387969] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPHR' from 'https://tdm.silogroup.org/data/derivative_storage/SPHR.csv'. [2025-10-09T22:50:35.399858] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPHR'. [2025-10-09T22:50:35.400196] [INFO ] [FORECASTER] Starting predict_future for SPHR [2025-10-09T22:50:35.426350] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:35.427066] [DEBUG] [LOCAL ] No optimal features file found for SPHR: ./output/feature-sets/SPHR.txt [2025-10-09T22:50:35.427121] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:35.427153] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:35.427180] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:35.427235] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:35.444826] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:35.445456] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:35.445566] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:35.445632] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:35.480974] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:35.481091] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:35.481126] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:35.481155] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:35.484430] [DEBUG] [FORECASTER] SPHR: Forecast T+1@11:T+2@11: UP (p=97.80%) [2025-10-09T22:50:35.484739] [INFO ] [FORECASTER] Completed predict_future for SPHR [2025-10-09T22:50:35.484881] [INFO ] [sig ] SPHR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:35.629146] [INFO ] [LOCAL ] Saved forecast: SPHR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SPHR.txt [2025-10-09T22:50:35.629411] [WARN ] [sig ] [1838/2211] Failed SPHR after 0.2s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:35.629487] [INFO ] [sig ] [1839/2211] Forecasting SPIR... [2025-10-09T22:50:35.629526] [INFO ] [sig ] Generating forecast for: SPIR [2025-10-09T22:50:35.629557] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPIR' from 'https://tdm.silogroup.org/data/derivative_storage/SPIR.csv'. [2025-10-09T22:50:35.639845] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPIR'. [2025-10-09T22:50:35.640254] [INFO ] [FORECASTER] Starting predict_future for SPIR [2025-10-09T22:50:35.666400] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:35.667228] [DEBUG] [LOCAL ] No optimal features file found for SPIR: ./output/feature-sets/SPIR.txt [2025-10-09T22:50:35.667290] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:35.667322] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:35.667349] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:35.667405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:35.685100] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:35.685675] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:35.685765] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:35.685799] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:35.722063] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:35.722177] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:35.722215] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:35.722262] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:35.725500] [DEBUG] [FORECASTER] SPIR: Forecast T+1@11:T+2@11: DOWN (p=23.63%) [2025-10-09T22:50:35.725824] [INFO ] [FORECASTER] Completed predict_future for SPIR [2025-10-09T22:50:35.725963] [INFO ] [sig ] SPIR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:35.877932] [INFO ] [LOCAL ] Saved forecast: SPIR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPIR.txt [2025-10-09T22:50:35.878219] [WARN ] [sig ] [1839/2211] Failed SPIR after 0.2s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:35.878297] [INFO ] [sig ] [1840/2211] Forecasting SPMC... [2025-10-09T22:50:35.878336] [INFO ] [sig ] Generating forecast for: SPMC [2025-10-09T22:50:35.878366] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPMC' from 'https://tdm.silogroup.org/data/derivative_storage/SPMC.csv'. [2025-10-09T22:50:35.888283] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPMC'. [2025-10-09T22:50:35.888682] [INFO ] [FORECASTER] Starting predict_future for SPMC [2025-10-09T22:50:35.915531] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:35.916421] [DEBUG] [LOCAL ] No optimal features file found for SPMC: ./output/feature-sets/SPMC.txt [2025-10-09T22:50:35.916477] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:35.916510] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:35.916538] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:35.916594] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:35.935294] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:35.936355] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:35.936486] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:35.936564] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:35.976857] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:35.977040] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:35.977085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:35.977115] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:35.981467] [DEBUG] [FORECASTER] SPMC: Forecast T+1@11:T+2@11: DOWN (p=31.14%) [2025-10-09T22:50:35.981809] [INFO ] [FORECASTER] Completed predict_future for SPMC [2025-10-09T22:50:35.981959] [INFO ] [sig ] SPMC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:36.132722] [INFO ] [LOCAL ] Saved forecast: SPMC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPMC.txt [2025-10-09T22:50:36.132986] [WARN ] [sig ] [1840/2211] Failed SPMC after 0.3s | 5.53 sym/s | Total: 5.5m | ETA: 1.1m [2025-10-09T22:50:36.133067] [INFO ] [sig ] [1841/2211] Forecasting SPNT... [2025-10-09T22:50:36.133107] [INFO ] [sig ] Generating forecast for: SPNT [2025-10-09T22:50:36.133140] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPNT' from 'https://tdm.silogroup.org/data/derivative_storage/SPNT.csv'. [2025-10-09T22:50:36.142970] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPNT'. [2025-10-09T22:50:36.143267] [INFO ] [FORECASTER] Starting predict_future for SPNT [2025-10-09T22:50:36.176518] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:36.177369] [DEBUG] [LOCAL ] No optimal features file found for SPNT: ./output/feature-sets/SPNT.txt [2025-10-09T22:50:36.177429] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:36.177464] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:36.177493] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:36.177573] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:36.195201] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:36.195877] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:36.195966] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:36.196001] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:36.235159] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:36.235294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:36.235336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:36.235365] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:36.238983] [DEBUG] [FORECASTER] SPNT: Forecast T+1@11:T+2@11: UP (p=53.69%) [2025-10-09T22:50:36.239313] [INFO ] [FORECASTER] Completed predict_future for SPNT [2025-10-09T22:50:36.239497] [INFO ] [sig ] SPNT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:36.385525] [INFO ] [LOCAL ] Saved forecast: SPNT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SPNT.txt [2025-10-09T22:50:36.385796] [WARN ] [sig ] [1841/2211] Failed SPNT after 0.3s | 5.52 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:36.385882] [INFO ] [sig ] [1842/2211] Forecasting SPOT... [2025-10-09T22:50:36.385921] [INFO ] [sig ] Generating forecast for: SPOT [2025-10-09T22:50:36.385955] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPOT' from 'https://tdm.silogroup.org/data/derivative_storage/SPOT.csv'. [2025-10-09T22:50:36.396047] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPOT'. [2025-10-09T22:50:36.396369] [INFO ] [FORECASTER] Starting predict_future for SPOT [2025-10-09T22:50:36.422735] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:36.423469] [DEBUG] [LOCAL ] No optimal features file found for SPOT: ./output/feature-sets/SPOT.txt [2025-10-09T22:50:36.423524] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:36.423557] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:36.423584] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:36.423658] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:36.442003] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:36.442635] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:36.442750] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:36.442785] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:36.476740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:36.476945] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:36.476988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:36.477017] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:36.482620] [DEBUG] [FORECASTER] SPOT: Forecast T+1@11:T+2@11: UP (p=99.10%) [2025-10-09T22:50:36.482950] [INFO ] [FORECASTER] Completed predict_future for SPOT [2025-10-09T22:50:36.483089] [INFO ] [sig ] SPOT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:36.637430] [INFO ] [LOCAL ] Saved forecast: SPOT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SPOT.txt [2025-10-09T22:50:36.637752] [WARN ] [sig ] [1842/2211] Failed SPOT after 0.3s | 5.52 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:36.637838] [INFO ] [sig ] [1843/2211] Forecasting SPR... [2025-10-09T22:50:36.637878] [INFO ] [sig ] Generating forecast for: SPR [2025-10-09T22:50:36.637909] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPR' from 'https://tdm.silogroup.org/data/derivative_storage/SPR.csv'. [2025-10-09T22:50:36.647756] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPR'. [2025-10-09T22:50:36.648117] [INFO ] [FORECASTER] Starting predict_future for SPR [2025-10-09T22:50:36.673753] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:36.674493] [DEBUG] [LOCAL ] No optimal features file found for SPR: ./output/feature-sets/SPR.txt [2025-10-09T22:50:36.674547] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:36.674583] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:36.674610] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:36.674687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:36.691970] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:36.692604] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:36.692715] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:36.692761] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:36.727794] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:36.727983] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:36.728027] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:36.728056] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:36.731838] [DEBUG] [FORECASTER] SPR: Forecast T+1@11:T+2@11: DOWN (p=7.85%) [2025-10-09T22:50:36.732198] [INFO ] [FORECASTER] Completed predict_future for SPR [2025-10-09T22:50:36.732351] [INFO ] [sig ] SPR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:36.893907] [INFO ] [LOCAL ] Saved forecast: SPR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPR.txt [2025-10-09T22:50:36.894256] [WARN ] [sig ] [1843/2211] Failed SPR after 0.3s | 5.52 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:36.894349] [INFO ] [sig ] [1844/2211] Forecasting SPRU... [2025-10-09T22:50:36.894388] [INFO ] [sig ] Generating forecast for: SPRU [2025-10-09T22:50:36.894420] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPRU' from 'https://tdm.silogroup.org/data/derivative_storage/SPRU.csv'. [2025-10-09T22:50:36.907464] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPRU'. [2025-10-09T22:50:36.907989] [INFO ] [FORECASTER] Starting predict_future for SPRU [2025-10-09T22:50:36.945155] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:36.946578] [DEBUG] [LOCAL ] No optimal features file found for SPRU: ./output/feature-sets/SPRU.txt [2025-10-09T22:50:36.946686] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:36.946745] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:36.946780] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:36.946851] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:36.969104] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:36.970169] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:36.970280] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:36.970322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:37.018955] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:37.019924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:37.020023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:37.020097] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:37.026461] [DEBUG] [FORECASTER] SPRU: Forecast T+1@11:T+2@11: DOWN (p=3.09%) [2025-10-09T22:50:37.026953] [INFO ] [FORECASTER] Completed predict_future for SPRU [2025-10-09T22:50:37.027164] [INFO ] [sig ] SPRU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:37.226043] [INFO ] [LOCAL ] Saved forecast: SPRU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPRU.txt [2025-10-09T22:50:37.226475] [WARN ] [sig ] [1844/2211] Failed SPRU after 0.3s | 5.52 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:37.226585] [INFO ] [sig ] [1845/2211] Forecasting SPXC... [2025-10-09T22:50:37.226632] [INFO ] [sig ] Generating forecast for: SPXC [2025-10-09T22:50:37.226711] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPXC' from 'https://tdm.silogroup.org/data/derivative_storage/SPXC.csv'. [2025-10-09T22:50:37.242554] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPXC'. [2025-10-09T22:50:37.243133] [INFO ] [FORECASTER] Starting predict_future for SPXC [2025-10-09T22:50:37.281836] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:37.283321] [DEBUG] [LOCAL ] No optimal features file found for SPXC: ./output/feature-sets/SPXC.txt [2025-10-09T22:50:37.283416] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:37.283474] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:37.283524] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:37.283621] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:37.307725] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:37.308892] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:37.309003] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:37.309039] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:37.355171] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:37.355394] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:37.355457] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:37.355503] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:37.360204] [DEBUG] [FORECASTER] SPXC: Forecast T+1@11:T+2@11: UP (p=67.79%) [2025-10-09T22:50:37.360543] [INFO ] [FORECASTER] Completed predict_future for SPXC [2025-10-09T22:50:37.360733] [INFO ] [sig ] SPXC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:37.595918] [INFO ] [LOCAL ] Saved forecast: SPXC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SPXC.txt [2025-10-09T22:50:37.596330] [WARN ] [sig ] [1845/2211] Failed SPXC after 0.4s | 5.52 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:37.596438] [INFO ] [sig ] [1846/2211] Forecasting SPXX... [2025-10-09T22:50:37.596497] [INFO ] [sig ] Generating forecast for: SPXX [2025-10-09T22:50:37.596598] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SPXX' from 'https://tdm.silogroup.org/data/derivative_storage/SPXX.csv'. [2025-10-09T22:50:37.609615] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SPXX'. [2025-10-09T22:50:37.610177] [INFO ] [FORECASTER] Starting predict_future for SPXX [2025-10-09T22:50:37.644868] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:37.646133] [DEBUG] [LOCAL ] No optimal features file found for SPXX: ./output/feature-sets/SPXX.txt [2025-10-09T22:50:37.646211] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:37.646263] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:37.646308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:37.646401] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:37.672529] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:37.673686] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:37.673795] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:37.673854] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:37.716713] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:37.716905] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:37.716950] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:37.717001] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:37.721922] [DEBUG] [FORECASTER] SPXX: Forecast T+1@11:T+2@11: DOWN (p=15.93%) [2025-10-09T22:50:37.722370] [INFO ] [FORECASTER] Completed predict_future for SPXX [2025-10-09T22:50:37.722792] [INFO ] [sig ] SPXX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:37.910893] [INFO ] [LOCAL ] Saved forecast: SPXX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SPXX.txt [2025-10-09T22:50:37.911212] [WARN ] [sig ] [1846/2211] Failed SPXX after 0.3s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:37.911297] [INFO ] [sig ] [1847/2211] Forecasting SQM... [2025-10-09T22:50:37.911337] [INFO ] [sig ] Generating forecast for: SQM [2025-10-09T22:50:37.911368] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SQM' from 'https://tdm.silogroup.org/data/derivative_storage/SQM.csv'. [2025-10-09T22:50:37.922298] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SQM'. [2025-10-09T22:50:37.922692] [INFO ] [FORECASTER] Starting predict_future for SQM [2025-10-09T22:50:37.948448] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:37.949336] [DEBUG] [LOCAL ] No optimal features file found for SQM: ./output/feature-sets/SQM.txt [2025-10-09T22:50:37.949392] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:37.949427] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:37.949454] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:37.949511] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:37.967449] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:37.968362] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:37.968456] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:37.968490] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:37.995340] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:37.995447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:37.995485] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:37.995515] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:37.998774] [DEBUG] [FORECASTER] SQM: Forecast T+1@11:T+2@11: DOWN (p=1.25%) [2025-10-09T22:50:37.999059] [INFO ] [FORECASTER] Completed predict_future for SQM [2025-10-09T22:50:37.999188] [INFO ] [sig ] SQM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:38.146214] [INFO ] [LOCAL ] Saved forecast: SQM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SQM.txt [2025-10-09T22:50:38.146465] [WARN ] [sig ] [1847/2211] Failed SQM after 0.2s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:38.146549] [INFO ] [sig ] [1848/2211] Forecasting SQNS... [2025-10-09T22:50:38.146588] [INFO ] [sig ] Generating forecast for: SQNS [2025-10-09T22:50:38.146620] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SQNS' from 'https://tdm.silogroup.org/data/derivative_storage/SQNS.csv'. [2025-10-09T22:50:38.155953] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SQNS'. [2025-10-09T22:50:38.156252] [INFO ] [FORECASTER] Starting predict_future for SQNS [2025-10-09T22:50:38.182804] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:38.183523] [DEBUG] [LOCAL ] No optimal features file found for SQNS: ./output/feature-sets/SQNS.txt [2025-10-09T22:50:38.183579] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:38.183615] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:38.183671] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:38.183770] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:38.202342] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:38.202944] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:38.203030] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:38.203065] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:38.235061] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:38.235182] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:38.235222] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:38.235254] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:38.238933] [DEBUG] [FORECASTER] SQNS: Forecast T+1@11:T+2@11: UP (p=76.86%) [2025-10-09T22:50:38.239251] [INFO ] [FORECASTER] Completed predict_future for SQNS [2025-10-09T22:50:38.239390] [INFO ] [sig ] SQNS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:38.385962] [INFO ] [LOCAL ] Saved forecast: SQNS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SQNS.txt [2025-10-09T22:50:38.386210] [WARN ] [sig ] [1848/2211] Failed SQNS after 0.2s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:38.386286] [INFO ] [sig ] [1849/2211] Forecasting SR... [2025-10-09T22:50:38.386326] [INFO ] [sig ] Generating forecast for: SR [2025-10-09T22:50:38.386358] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SR' from 'https://tdm.silogroup.org/data/derivative_storage/SR.csv'. [2025-10-09T22:50:38.395096] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SR'. [2025-10-09T22:50:38.395387] [INFO ] [FORECASTER] Starting predict_future for SR [2025-10-09T22:50:38.421039] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:38.421815] [DEBUG] [LOCAL ] No optimal features file found for SR: ./output/feature-sets/SR.txt [2025-10-09T22:50:38.421874] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:38.421908] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:38.421934] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:38.422043] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:38.440623] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:38.441289] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:38.441377] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:38.441414] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:38.466830] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:38.466916] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:38.466952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:38.466982] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:38.470153] [DEBUG] [FORECASTER] SR: Forecast T+1@11:T+2@11: UP (p=87.55%) [2025-10-09T22:50:38.470422] [INFO ] [FORECASTER] Completed predict_future for SR [2025-10-09T22:50:38.470547] [INFO ] [sig ] SR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:38.622589] [INFO ] [LOCAL ] Saved forecast: SR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SR.txt [2025-10-09T22:50:38.622845] [WARN ] [sig ] [1849/2211] Failed SR after 0.2s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:38.622925] [INFO ] [sig ] [1850/2211] Forecasting SRE... [2025-10-09T22:50:38.622964] [INFO ] [sig ] Generating forecast for: SRE [2025-10-09T22:50:38.622996] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRE' from 'https://tdm.silogroup.org/data/derivative_storage/SRE.csv'. [2025-10-09T22:50:38.633172] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SRE'. [2025-10-09T22:50:38.633620] [INFO ] [FORECASTER] Starting predict_future for SRE [2025-10-09T22:50:38.663277] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:38.664262] [DEBUG] [LOCAL ] No optimal features file found for SRE: ./output/feature-sets/SRE.txt [2025-10-09T22:50:38.664333] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:38.664399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:38.664438] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:38.664516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:38.686472] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:38.687266] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:38.687359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:38.687393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:38.729114] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:38.729305] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:38.729352] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:38.729382] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:38.733069] [DEBUG] [FORECASTER] SRE: Forecast T+1@11:T+2@11: UP (p=94.87%) [2025-10-09T22:50:38.733453] [INFO ] [FORECASTER] Completed predict_future for SRE [2025-10-09T22:50:38.733618] [INFO ] [sig ] SRE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:38.924360] [INFO ] [LOCAL ] Saved forecast: SRE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SRE.txt [2025-10-09T22:50:38.924693] [WARN ] [sig ] [1850/2211] Failed SRE after 0.3s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:38.924781] [INFO ] [sig ] [1851/2211] Forecasting SREA... [2025-10-09T22:50:38.924822] [INFO ] [sig ] Generating forecast for: SREA [2025-10-09T22:50:38.924856] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SREA' from 'https://tdm.silogroup.org/data/derivative_storage/SREA.csv'. [2025-10-09T22:50:38.934851] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SREA'. [2025-10-09T22:50:38.935197] [INFO ] [FORECASTER] Starting predict_future for SREA [2025-10-09T22:50:38.966144] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:38.966949] [DEBUG] [LOCAL ] No optimal features file found for SREA: ./output/feature-sets/SREA.txt [2025-10-09T22:50:38.967004] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:38.967037] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:38.967064] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:38.967120] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:38.984612] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:38.985183] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:38.985268] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:38.985301] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:39.020703] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:39.020778] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:39.020813] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:39.020846] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:39.023870] [DEBUG] [FORECASTER] SREA: Forecast T+1@11:T+2@11: DOWN (p=0.22%) [2025-10-09T22:50:39.024126] [INFO ] [FORECASTER] Completed predict_future for SREA [2025-10-09T22:50:39.024254] [INFO ] [sig ] SREA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:39.166054] [INFO ] [LOCAL ] Saved forecast: SREA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SREA.txt [2025-10-09T22:50:39.166244] [WARN ] [sig ] [1851/2211] Failed SREA after 0.2s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:39.166355] [INFO ] [sig ] [1852/2211] Forecasting SRFM... [2025-10-09T22:50:39.166405] [INFO ] [sig ] Generating forecast for: SRFM [2025-10-09T22:50:39.166438] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRFM' from 'https://tdm.silogroup.org/data/derivative_storage/SRFM.csv'. [2025-10-09T22:50:39.176176] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SRFM'. [2025-10-09T22:50:39.176427] [INFO ] [FORECASTER] Starting predict_future for SRFM [2025-10-09T22:50:39.201617] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:39.202327] [DEBUG] [LOCAL ] No optimal features file found for SRFM: ./output/feature-sets/SRFM.txt [2025-10-09T22:50:39.202382] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:39.202414] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:39.202441] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:39.202496] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:39.219876] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:39.220411] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:39.220495] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:39.220528] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:39.256089] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:39.256163] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:39.256197] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:39.256225] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:39.259230] [DEBUG] [FORECASTER] SRFM: Forecast T+1@11:T+2@11: DOWN (p=10.50%) [2025-10-09T22:50:39.259512] [INFO ] [FORECASTER] Completed predict_future for SRFM [2025-10-09T22:50:39.259639] [INFO ] [sig ] SRFM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:39.402012] [INFO ] [LOCAL ] Saved forecast: SRFM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SRFM.txt [2025-10-09T22:50:39.402205] [WARN ] [sig ] [1852/2211] Failed SRFM after 0.2s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:39.402281] [INFO ] [sig ] [1853/2211] Forecasting SRG... [2025-10-09T22:50:39.402320] [INFO ] [sig ] Generating forecast for: SRG [2025-10-09T22:50:39.402350] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRG' from 'https://tdm.silogroup.org/data/derivative_storage/SRG.csv'. [2025-10-09T22:50:39.411596] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SRG'. [2025-10-09T22:50:39.411865] [INFO ] [FORECASTER] Starting predict_future for SRG [2025-10-09T22:50:39.436840] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:39.437496] [DEBUG] [LOCAL ] No optimal features file found for SRG: ./output/feature-sets/SRG.txt [2025-10-09T22:50:39.437549] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:39.437581] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:39.437634] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:39.437739] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:39.454842] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:39.455371] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:39.455451] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:39.455484] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:39.492441] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:39.492513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:39.492549] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:39.492594] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:39.495582] [DEBUG] [FORECASTER] SRG: Forecast T+1@11:T+2@11: DOWN (p=6.81%) [2025-10-09T22:50:39.495864] [INFO ] [FORECASTER] Completed predict_future for SRG [2025-10-09T22:50:39.496002] [INFO ] [sig ] SRG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:39.636673] [INFO ] [LOCAL ] Saved forecast: SRG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SRG.txt [2025-10-09T22:50:39.636861] [WARN ] [sig ] [1853/2211] Failed SRG after 0.2s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:39.636937] [INFO ] [sig ] [1854/2211] Forecasting SRI... [2025-10-09T22:50:39.636976] [INFO ] [sig ] Generating forecast for: SRI [2025-10-09T22:50:39.637007] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRI' from 'https://tdm.silogroup.org/data/derivative_storage/SRI.csv'. [2025-10-09T22:50:39.646564] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SRI'. [2025-10-09T22:50:39.646831] [INFO ] [FORECASTER] Starting predict_future for SRI [2025-10-09T22:50:39.671709] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:39.672376] [DEBUG] [LOCAL ] No optimal features file found for SRI: ./output/feature-sets/SRI.txt [2025-10-09T22:50:39.672429] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:39.672461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:39.672488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:39.672544] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:39.689770] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:39.690302] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:39.690381] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:39.690413] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:39.724471] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:39.724541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:39.724576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:39.724603] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:39.727777] [DEBUG] [FORECASTER] SRI: Forecast T+1@11:T+2@11: UP (p=95.56%) [2025-10-09T22:50:39.728035] [INFO ] [FORECASTER] Completed predict_future for SRI [2025-10-09T22:50:39.728163] [INFO ] [sig ] SRI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:39.868735] [INFO ] [LOCAL ] Saved forecast: SRI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SRI.txt [2025-10-09T22:50:39.868945] [WARN ] [sig ] [1854/2211] Failed SRI after 0.2s | 5.51 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:39.869021] [INFO ] [sig ] [1855/2211] Forecasting SRV... [2025-10-09T22:50:39.869060] [INFO ] [sig ] Generating forecast for: SRV [2025-10-09T22:50:39.869089] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SRV' from 'https://tdm.silogroup.org/data/derivative_storage/SRV.csv'. [2025-10-09T22:50:39.878573] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SRV'. [2025-10-09T22:50:39.878866] [INFO ] [FORECASTER] Starting predict_future for SRV [2025-10-09T22:50:39.904307] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:39.905078] [DEBUG] [LOCAL ] No optimal features file found for SRV: ./output/feature-sets/SRV.txt [2025-10-09T22:50:39.905137] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:39.905170] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:39.905198] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:39.905289] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:39.923035] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:39.923562] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:39.923665] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:39.923720] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:39.988876] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:39.988990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:39.989030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:39.989059] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:39.994159] [DEBUG] [FORECASTER] SRV: Forecast T+1@11:T+2@11: DOWN (p=31.78%) [2025-10-09T22:50:39.994430] [INFO ] [FORECASTER] Completed predict_future for SRV [2025-10-09T22:50:39.994556] [INFO ] [sig ] SRV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:40.220247] [INFO ] [LOCAL ] Saved forecast: SRV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SRV.txt [2025-10-09T22:50:40.220435] [WARN ] [sig ] [1855/2211] Failed SRV after 0.4s | 5.50 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:40.220510] [INFO ] [sig ] [1856/2211] Forecasting SSB... [2025-10-09T22:50:40.220549] [INFO ] [sig ] Generating forecast for: SSB [2025-10-09T22:50:40.220581] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSB' from 'https://tdm.silogroup.org/data/derivative_storage/SSB.csv'. [2025-10-09T22:50:40.230307] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SSB'. [2025-10-09T22:50:40.230621] [INFO ] [FORECASTER] Starting predict_future for SSB [2025-10-09T22:50:40.256417] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:40.257233] [DEBUG] [LOCAL ] No optimal features file found for SSB: ./output/feature-sets/SSB.txt [2025-10-09T22:50:40.257301] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:40.257342] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:40.257370] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:40.257425] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:40.275694] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:40.276282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:40.276382] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:40.276417] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:40.309742] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:40.309824] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:40.309862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:40.309891] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:40.312999] [DEBUG] [FORECASTER] SSB: Forecast T+1@11:T+2@11: DOWN (p=15.95%) [2025-10-09T22:50:40.313269] [INFO ] [FORECASTER] Completed predict_future for SSB [2025-10-09T22:50:40.313404] [INFO ] [sig ] SSB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:40.488302] [INFO ] [LOCAL ] Saved forecast: SSB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SSB.txt [2025-10-09T22:50:40.488573] [WARN ] [sig ] [1856/2211] Failed SSB after 0.3s | 5.50 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:40.488675] [INFO ] [sig ] [1857/2211] Forecasting SSD... [2025-10-09T22:50:40.488728] [INFO ] [sig ] Generating forecast for: SSD [2025-10-09T22:50:40.488760] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSD' from 'https://tdm.silogroup.org/data/derivative_storage/SSD.csv'. [2025-10-09T22:50:40.498760] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SSD'. [2025-10-09T22:50:40.499037] [INFO ] [FORECASTER] Starting predict_future for SSD [2025-10-09T22:50:40.524307] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:40.525039] [DEBUG] [LOCAL ] No optimal features file found for SSD: ./output/feature-sets/SSD.txt [2025-10-09T22:50:40.525095] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:40.525128] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:40.525156] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:40.525212] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:40.542626] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:40.543346] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:40.543430] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:40.543464] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:40.578498] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:40.578632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:40.578711] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:40.578751] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:40.582102] [DEBUG] [FORECASTER] SSD: Forecast T+1@11:T+2@11: UP (p=76.69%) [2025-10-09T22:50:40.582381] [INFO ] [FORECASTER] Completed predict_future for SSD [2025-10-09T22:50:40.582515] [INFO ] [sig ] SSD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:40.725128] [INFO ] [LOCAL ] Saved forecast: SSD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SSD.txt [2025-10-09T22:50:40.725351] [WARN ] [sig ] [1857/2211] Failed SSD after 0.2s | 5.50 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:40.725427] [INFO ] [sig ] [1858/2211] Forecasting SSL... [2025-10-09T22:50:40.725466] [INFO ] [sig ] Generating forecast for: SSL [2025-10-09T22:50:40.725498] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSL' from 'https://tdm.silogroup.org/data/derivative_storage/SSL.csv'. [2025-10-09T22:50:40.735371] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SSL'. [2025-10-09T22:50:40.735757] [INFO ] [FORECASTER] Starting predict_future for SSL [2025-10-09T22:50:40.761452] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:40.762248] [DEBUG] [LOCAL ] No optimal features file found for SSL: ./output/feature-sets/SSL.txt [2025-10-09T22:50:40.762303] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:40.762336] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:40.762363] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:40.762421] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:40.779879] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:40.780629] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:40.780766] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:40.780832] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:40.827338] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:40.827446] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:40.827490] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:40.827519] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:40.831090] [DEBUG] [FORECASTER] SSL: Forecast T+1@11:T+2@11: UP (p=99.48%) [2025-10-09T22:50:40.831434] [INFO ] [FORECASTER] Completed predict_future for SSL [2025-10-09T22:50:40.831571] [INFO ] [sig ] SSL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:40.974470] [INFO ] [LOCAL ] Saved forecast: SSL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SSL.txt [2025-10-09T22:50:40.974713] [WARN ] [sig ] [1858/2211] Failed SSL after 0.2s | 5.50 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:40.974804] [INFO ] [sig ] [1859/2211] Forecasting SST... [2025-10-09T22:50:40.974845] [INFO ] [sig ] Generating forecast for: SST [2025-10-09T22:50:40.974876] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SST' from 'https://tdm.silogroup.org/data/derivative_storage/SST.csv'. [2025-10-09T22:50:40.984758] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SST'. [2025-10-09T22:50:40.985031] [INFO ] [FORECASTER] Starting predict_future for SST [2025-10-09T22:50:41.012915] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:41.013770] [DEBUG] [LOCAL ] No optimal features file found for SST: ./output/feature-sets/SST.txt [2025-10-09T22:50:41.013831] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:41.013865] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:41.013894] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:41.013951] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:41.031521] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:41.032193] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:41.032288] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:41.032321] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:41.066862] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:41.067384] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:41.067430] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:41.067460] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:41.071789] [DEBUG] [FORECASTER] SST: Forecast T+1@11:T+2@11: UP (p=57.94%) [2025-10-09T22:50:41.072064] [INFO ] [FORECASTER] Completed predict_future for SST [2025-10-09T22:50:41.072190] [INFO ] [sig ] SST: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:41.216368] [INFO ] [LOCAL ] Saved forecast: SST 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SST.txt [2025-10-09T22:50:41.216566] [WARN ] [sig ] [1859/2211] Failed SST after 0.2s | 5.50 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:41.216663] [INFO ] [sig ] [1860/2211] Forecasting SSTK... [2025-10-09T22:50:41.216719] [INFO ] [sig ] Generating forecast for: SSTK [2025-10-09T22:50:41.216753] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SSTK' from 'https://tdm.silogroup.org/data/derivative_storage/SSTK.csv'. [2025-10-09T22:50:41.226178] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SSTK'. [2025-10-09T22:50:41.226457] [INFO ] [FORECASTER] Starting predict_future for SSTK [2025-10-09T22:50:41.252570] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:41.253411] [DEBUG] [LOCAL ] No optimal features file found for SSTK: ./output/feature-sets/SSTK.txt [2025-10-09T22:50:41.253467] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:41.253504] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:41.253533] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:41.253592] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:41.271282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:41.271890] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:41.271978] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:41.272011] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:41.306745] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:41.306827] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:41.306863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:41.306921] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:41.310109] [DEBUG] [FORECASTER] SSTK: Forecast T+1@11:T+2@11: DOWN (p=45.22%) [2025-10-09T22:50:41.310368] [INFO ] [FORECASTER] Completed predict_future for SSTK [2025-10-09T22:50:41.310498] [INFO ] [sig ] SSTK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:41.454707] [INFO ] [LOCAL ] Saved forecast: SSTK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SSTK.txt [2025-10-09T22:50:41.454930] [WARN ] [sig ] [1860/2211] Failed SSTK after 0.2s | 5.50 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:41.455006] [INFO ] [sig ] [1861/2211] Forecasting ST... [2025-10-09T22:50:41.455046] [INFO ] [sig ] Generating forecast for: ST [2025-10-09T22:50:41.455078] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ST' from 'https://tdm.silogroup.org/data/derivative_storage/ST.csv'. [2025-10-09T22:50:41.465700] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ST'. [2025-10-09T22:50:41.466095] [INFO ] [FORECASTER] Starting predict_future for ST [2025-10-09T22:50:41.492472] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:41.493200] [DEBUG] [LOCAL ] No optimal features file found for ST: ./output/feature-sets/ST.txt [2025-10-09T22:50:41.493255] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:41.493290] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:41.493318] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:41.493374] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:41.511336] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:41.511979] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:41.512068] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:41.512102] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:41.545003] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:41.545120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:41.545159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:41.545190] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:41.548569] [DEBUG] [FORECASTER] ST: Forecast T+1@11:T+2@11: UP (p=63.13%) [2025-10-09T22:50:41.548893] [INFO ] [FORECASTER] Completed predict_future for ST [2025-10-09T22:50:41.549034] [INFO ] [sig ] ST: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:41.738297] [INFO ] [LOCAL ] Saved forecast: ST 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ST.txt [2025-10-09T22:50:41.738561] [WARN ] [sig ] [1861/2211] Failed ST after 0.3s | 5.50 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:41.738671] [INFO ] [sig ] [1862/2211] Forecasting STAG... [2025-10-09T22:50:41.738727] [INFO ] [sig ] Generating forecast for: STAG [2025-10-09T22:50:41.738762] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STAG' from 'https://tdm.silogroup.org/data/derivative_storage/STAG.csv'. [2025-10-09T22:50:41.749296] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STAG'. [2025-10-09T22:50:41.749612] [INFO ] [FORECASTER] Starting predict_future for STAG [2025-10-09T22:50:41.779419] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:41.780520] [DEBUG] [LOCAL ] No optimal features file found for STAG: ./output/feature-sets/STAG.txt [2025-10-09T22:50:41.780602] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:41.780692] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:41.780759] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:41.780851] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:41.803501] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:41.804192] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:41.804301] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:41.804365] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:41.844523] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:41.844692] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:41.844757] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:41.844791] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:41.848273] [DEBUG] [FORECASTER] STAG: Forecast T+1@11:T+2@11: DOWN (p=10.65%) [2025-10-09T22:50:41.848592] [INFO ] [FORECASTER] Completed predict_future for STAG [2025-10-09T22:50:41.848775] [INFO ] [sig ] STAG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:42.000258] [INFO ] [LOCAL ] Saved forecast: STAG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STAG.txt [2025-10-09T22:50:42.000466] [WARN ] [sig ] [1862/2211] Failed STAG after 0.3s | 5.49 sym/s | Total: 5.6m | ETA: 1.1m [2025-10-09T22:50:42.000542] [INFO ] [sig ] [1863/2211] Forecasting STC... [2025-10-09T22:50:42.000581] [INFO ] [sig ] Generating forecast for: STC [2025-10-09T22:50:42.000627] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STC' from 'https://tdm.silogroup.org/data/derivative_storage/STC.csv'. [2025-10-09T22:50:42.011158] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STC'. [2025-10-09T22:50:42.011485] [INFO ] [FORECASTER] Starting predict_future for STC [2025-10-09T22:50:42.037377] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:42.038134] [DEBUG] [LOCAL ] No optimal features file found for STC: ./output/feature-sets/STC.txt [2025-10-09T22:50:42.038188] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:42.038221] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:42.038247] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:42.038304] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:42.056156] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:42.056817] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:42.056903] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:42.056937] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:42.092171] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:42.092262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:42.092297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:42.092325] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:42.095538] [DEBUG] [FORECASTER] STC: Forecast T+1@11:T+2@11: DOWN (p=5.00%) [2025-10-09T22:50:42.095837] [INFO ] [FORECASTER] Completed predict_future for STC [2025-10-09T22:50:42.095977] [INFO ] [sig ] STC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:42.241599] [INFO ] [LOCAL ] Saved forecast: STC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STC.txt [2025-10-09T22:50:42.241851] [WARN ] [sig ] [1863/2211] Failed STC after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.1m [2025-10-09T22:50:42.241931] [INFO ] [sig ] [1864/2211] Forecasting STE... [2025-10-09T22:50:42.241972] [INFO ] [sig ] Generating forecast for: STE [2025-10-09T22:50:42.242004] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STE' from 'https://tdm.silogroup.org/data/derivative_storage/STE.csv'. [2025-10-09T22:50:42.252225] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STE'. [2025-10-09T22:50:42.252495] [INFO ] [FORECASTER] Starting predict_future for STE [2025-10-09T22:50:42.278043] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:42.278818] [DEBUG] [LOCAL ] No optimal features file found for STE: ./output/feature-sets/STE.txt [2025-10-09T22:50:42.278873] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:42.278905] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:42.278933] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:42.278988] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:42.296258] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:42.296850] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:42.296981] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:42.297022] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:42.330847] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:42.330932] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:42.330968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:42.330997] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:42.334046] [DEBUG] [FORECASTER] STE: Forecast T+1@11:T+2@11: UP (p=73.54%) [2025-10-09T22:50:42.334307] [INFO ] [FORECASTER] Completed predict_future for STE [2025-10-09T22:50:42.334443] [INFO ] [sig ] STE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:42.479915] [INFO ] [LOCAL ] Saved forecast: STE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STE.txt [2025-10-09T22:50:42.480151] [WARN ] [sig ] [1864/2211] Failed STE after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.1m [2025-10-09T22:50:42.480228] [INFO ] [sig ] [1865/2211] Forecasting STEL... [2025-10-09T22:50:42.480267] [INFO ] [sig ] Generating forecast for: STEL [2025-10-09T22:50:42.480299] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STEL' from 'https://tdm.silogroup.org/data/derivative_storage/STEL.csv'. [2025-10-09T22:50:42.490818] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STEL'. [2025-10-09T22:50:42.491196] [INFO ] [FORECASTER] Starting predict_future for STEL [2025-10-09T22:50:42.516462] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:42.517224] [DEBUG] [LOCAL ] No optimal features file found for STEL: ./output/feature-sets/STEL.txt [2025-10-09T22:50:42.517279] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:42.517313] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:42.517340] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:42.517397] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:42.534790] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:42.535324] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:42.535406] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:42.535440] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:42.564886] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:42.564976] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:42.565013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:42.565041] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:42.568137] [DEBUG] [FORECASTER] STEL: Forecast T+1@11:T+2@11: UP (p=61.86%) [2025-10-09T22:50:42.568404] [INFO ] [FORECASTER] Completed predict_future for STEL [2025-10-09T22:50:42.568531] [INFO ] [sig ] STEL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:42.711499] [INFO ] [LOCAL ] Saved forecast: STEL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STEL.txt [2025-10-09T22:50:42.711802] [WARN ] [sig ] [1865/2211] Failed STEL after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:42.711901] [INFO ] [sig ] [1866/2211] Forecasting STEM... [2025-10-09T22:50:42.711940] [INFO ] [sig ] Generating forecast for: STEM [2025-10-09T22:50:42.711971] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STEM' from 'https://tdm.silogroup.org/data/derivative_storage/STEM.csv'. [2025-10-09T22:50:42.722753] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STEM'. [2025-10-09T22:50:42.723143] [INFO ] [FORECASTER] Starting predict_future for STEM [2025-10-09T22:50:42.749037] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:42.749805] [DEBUG] [LOCAL ] No optimal features file found for STEM: ./output/feature-sets/STEM.txt [2025-10-09T22:50:42.749860] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:42.749892] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:42.749919] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:42.750029] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:42.767943] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:42.768669] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:42.768771] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:42.768806] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:42.805776] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:42.805913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:42.805953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:42.805981] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:42.809471] [DEBUG] [FORECASTER] STEM: Forecast T+1@11:T+2@11: DOWN (p=18.47%) [2025-10-09T22:50:42.809804] [INFO ] [FORECASTER] Completed predict_future for STEM [2025-10-09T22:50:42.810013] [INFO ] [sig ] STEM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:42.964083] [INFO ] [LOCAL ] Saved forecast: STEM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STEM.txt [2025-10-09T22:50:42.964364] [WARN ] [sig ] [1866/2211] Failed STEM after 0.3s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:42.964450] [INFO ] [sig ] [1867/2211] Forecasting STEW... [2025-10-09T22:50:42.964491] [INFO ] [sig ] Generating forecast for: STEW [2025-10-09T22:50:42.964522] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STEW' from 'https://tdm.silogroup.org/data/derivative_storage/STEW.csv'. [2025-10-09T22:50:42.976011] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STEW'. [2025-10-09T22:50:42.976414] [INFO ] [FORECASTER] Starting predict_future for STEW [2025-10-09T22:50:43.004227] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:43.005169] [DEBUG] [LOCAL ] No optimal features file found for STEW: ./output/feature-sets/STEW.txt [2025-10-09T22:50:43.005229] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:43.005265] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:43.005293] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:43.005352] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:43.025558] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:43.026782] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:43.026904] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:43.026964] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:43.072471] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:43.072704] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:43.072783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:43.072904] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:43.076975] [DEBUG] [FORECASTER] STEW: Forecast T+1@11:T+2@11: UP (p=62.30%) [2025-10-09T22:50:43.077258] [INFO ] [FORECASTER] Completed predict_future for STEW [2025-10-09T22:50:43.077395] [INFO ] [sig ] STEW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:43.239107] [INFO ] [LOCAL ] Saved forecast: STEW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STEW.txt [2025-10-09T22:50:43.239308] [WARN ] [sig ] [1867/2211] Failed STEW after 0.3s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:43.239385] [INFO ] [sig ] [1868/2211] Forecasting STK... [2025-10-09T22:50:43.239424] [INFO ] [sig ] Generating forecast for: STK [2025-10-09T22:50:43.239455] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STK' from 'https://tdm.silogroup.org/data/derivative_storage/STK.csv'. [2025-10-09T22:50:43.248891] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STK'. [2025-10-09T22:50:43.249165] [INFO ] [FORECASTER] Starting predict_future for STK [2025-10-09T22:50:43.274447] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:43.275163] [DEBUG] [LOCAL ] No optimal features file found for STK: ./output/feature-sets/STK.txt [2025-10-09T22:50:43.275218] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:43.275251] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:43.275278] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:43.275335] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:43.292627] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:43.293193] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:43.293276] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:43.293308] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:43.325992] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:43.326073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:43.326108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:43.326136] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:43.329196] [DEBUG] [FORECASTER] STK: Forecast T+1@11:T+2@11: UP (p=90.68%) [2025-10-09T22:50:43.329462] [INFO ] [FORECASTER] Completed predict_future for STK [2025-10-09T22:50:43.329587] [INFO ] [sig ] STK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:43.474327] [INFO ] [LOCAL ] Saved forecast: STK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STK.txt [2025-10-09T22:50:43.474547] [WARN ] [sig ] [1868/2211] Failed STK after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:43.474626] [INFO ] [sig ] [1869/2211] Forecasting STLA... [2025-10-09T22:50:43.474701] [INFO ] [sig ] Generating forecast for: STLA [2025-10-09T22:50:43.474744] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STLA' from 'https://tdm.silogroup.org/data/derivative_storage/STLA.csv'. [2025-10-09T22:50:43.484294] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STLA'. [2025-10-09T22:50:43.484580] [INFO ] [FORECASTER] Starting predict_future for STLA [2025-10-09T22:50:43.510113] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:43.510841] [DEBUG] [LOCAL ] No optimal features file found for STLA: ./output/feature-sets/STLA.txt [2025-10-09T22:50:43.510900] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:43.510934] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:43.510960] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:43.511015] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:43.528572] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:43.529143] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:43.529228] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:43.529269] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:43.564051] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:43.564141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:43.564176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:43.564204] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:43.567312] [DEBUG] [FORECASTER] STLA: Forecast T+1@11:T+2@11: DOWN (p=13.69%) [2025-10-09T22:50:43.567614] [INFO ] [FORECASTER] Completed predict_future for STLA [2025-10-09T22:50:43.568147] [INFO ] [sig ] STLA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:43.710601] [INFO ] [LOCAL ] Saved forecast: STLA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STLA.txt [2025-10-09T22:50:43.710881] [WARN ] [sig ] [1869/2211] Failed STLA after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:43.710963] [INFO ] [sig ] [1870/2211] Forecasting STM... [2025-10-09T22:50:43.711003] [INFO ] [sig ] Generating forecast for: STM [2025-10-09T22:50:43.711036] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STM' from 'https://tdm.silogroup.org/data/derivative_storage/STM.csv'. [2025-10-09T22:50:43.721399] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STM'. [2025-10-09T22:50:43.721808] [INFO ] [FORECASTER] Starting predict_future for STM [2025-10-09T22:50:43.748266] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:43.749041] [DEBUG] [LOCAL ] No optimal features file found for STM: ./output/feature-sets/STM.txt [2025-10-09T22:50:43.749097] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:43.749131] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:43.749161] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:43.749223] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:43.766580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:43.767302] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:43.767389] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:43.767424] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:43.800825] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:43.800939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:43.800977] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:43.801005] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:43.804203] [DEBUG] [FORECASTER] STM: Forecast T+1@11:T+2@11: UP (p=90.29%) [2025-10-09T22:50:43.804470] [INFO ] [FORECASTER] Completed predict_future for STM [2025-10-09T22:50:43.804605] [INFO ] [sig ] STM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:43.947095] [INFO ] [LOCAL ] Saved forecast: STM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STM.txt [2025-10-09T22:50:43.947359] [WARN ] [sig ] [1870/2211] Failed STM after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:43.947440] [INFO ] [sig ] [1871/2211] Forecasting STN... [2025-10-09T22:50:43.947480] [INFO ] [sig ] Generating forecast for: STN [2025-10-09T22:50:43.947513] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STN' from 'https://tdm.silogroup.org/data/derivative_storage/STN.csv'. [2025-10-09T22:50:43.957916] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STN'. [2025-10-09T22:50:43.958257] [INFO ] [FORECASTER] Starting predict_future for STN [2025-10-09T22:50:43.983483] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:43.984230] [DEBUG] [LOCAL ] No optimal features file found for STN: ./output/feature-sets/STN.txt [2025-10-09T22:50:43.984286] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:43.984321] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:43.984348] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:43.984404] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:44.001619] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:44.002212] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:44.002299] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:44.002332] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:44.032871] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:44.033062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:44.033105] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:44.033135] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:44.036970] [DEBUG] [FORECASTER] STN: Forecast T+1@11:T+2@11: DOWN (p=27.85%) [2025-10-09T22:50:44.037298] [INFO ] [FORECASTER] Completed predict_future for STN [2025-10-09T22:50:44.037442] [INFO ] [sig ] STN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:44.183085] [INFO ] [LOCAL ] Saved forecast: STN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STN.txt [2025-10-09T22:50:44.183288] [WARN ] [sig ] [1871/2211] Failed STN after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:44.183365] [INFO ] [sig ] [1872/2211] Forecasting STNG... [2025-10-09T22:50:44.183405] [INFO ] [sig ] Generating forecast for: STNG [2025-10-09T22:50:44.183436] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STNG' from 'https://tdm.silogroup.org/data/derivative_storage/STNG.csv'. [2025-10-09T22:50:44.193328] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STNG'. [2025-10-09T22:50:44.193755] [INFO ] [FORECASTER] Starting predict_future for STNG [2025-10-09T22:50:44.219092] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:44.219832] [DEBUG] [LOCAL ] No optimal features file found for STNG: ./output/feature-sets/STNG.txt [2025-10-09T22:50:44.219886] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:44.219920] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:44.219946] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:44.220002] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:44.237175] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:44.237780] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:44.237864] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:44.237897] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:44.268092] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:44.268180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:44.268215] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:44.268242] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:44.271266] [DEBUG] [FORECASTER] STNG: Forecast T+1@11:T+2@11: DOWN (p=7.66%) [2025-10-09T22:50:44.271524] [INFO ] [FORECASTER] Completed predict_future for STNG [2025-10-09T22:50:44.271673] [INFO ] [sig ] STNG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:44.413571] [INFO ] [LOCAL ] Saved forecast: STNG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STNG.txt [2025-10-09T22:50:44.413799] [WARN ] [sig ] [1872/2211] Failed STNG after 0.2s | 5.49 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:44.413890] [INFO ] [sig ] [1873/2211] Forecasting STRV... [2025-10-09T22:50:44.413930] [INFO ] [sig ] Generating forecast for: STRV [2025-10-09T22:50:44.413962] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STRV' from 'https://tdm.silogroup.org/data/derivative_storage/STRV.csv'. [2025-10-09T22:50:44.423337] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STRV'. [2025-10-09T22:50:44.423622] [INFO ] [FORECASTER] Starting predict_future for STRV [2025-10-09T22:50:44.448752] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:44.449477] [DEBUG] [LOCAL ] No optimal features file found for STRV: ./output/feature-sets/STRV.txt [2025-10-09T22:50:44.449531] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:44.449564] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:44.449591] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:44.449668] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:44.467110] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:44.467706] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:44.467791] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:44.467824] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:44.494900] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:44.494999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:44.495037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:44.495066] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:44.498431] [DEBUG] [FORECASTER] STRV: Forecast T+1@11:T+2@11: DOWN (p=23.76%) [2025-10-09T22:50:44.498744] [INFO ] [FORECASTER] Completed predict_future for STRV [2025-10-09T22:50:44.498880] [INFO ] [sig ] STRV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:44.651827] [INFO ] [LOCAL ] Saved forecast: STRV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STRV.txt [2025-10-09T22:50:44.652095] [WARN ] [sig ] [1873/2211] Failed STRV after 0.2s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:44.652181] [INFO ] [sig ] [1874/2211] Forecasting STT... [2025-10-09T22:50:44.652221] [INFO ] [sig ] Generating forecast for: STT [2025-10-09T22:50:44.652254] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STT' from 'https://tdm.silogroup.org/data/derivative_storage/STT.csv'. [2025-10-09T22:50:44.662206] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STT'. [2025-10-09T22:50:44.662544] [INFO ] [FORECASTER] Starting predict_future for STT [2025-10-09T22:50:44.688133] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:44.688963] [DEBUG] [LOCAL ] No optimal features file found for STT: ./output/feature-sets/STT.txt [2025-10-09T22:50:44.689023] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:44.689058] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:44.689086] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:44.689143] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:44.706744] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:44.707294] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:44.707377] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:44.707410] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:44.744326] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:44.744529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:44.744595] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:44.744696] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:44.749663] [DEBUG] [FORECASTER] STT: Forecast T+1@11:T+2@11: DOWN (p=42.49%) [2025-10-09T22:50:44.749994] [INFO ] [FORECASTER] Completed predict_future for STT [2025-10-09T22:50:44.750138] [INFO ] [sig ] STT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:44.909296] [INFO ] [LOCAL ] Saved forecast: STT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STT.txt [2025-10-09T22:50:44.909518] [WARN ] [sig ] [1874/2211] Failed STT after 0.3s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:44.909598] [INFO ] [sig ] [1875/2211] Forecasting STVN... [2025-10-09T22:50:44.909639] [INFO ] [sig ] Generating forecast for: STVN [2025-10-09T22:50:44.909721] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STVN' from 'https://tdm.silogroup.org/data/derivative_storage/STVN.csv'. [2025-10-09T22:50:44.919588] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STVN'. [2025-10-09T22:50:44.919932] [INFO ] [FORECASTER] Starting predict_future for STVN [2025-10-09T22:50:44.946240] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:44.947011] [DEBUG] [LOCAL ] No optimal features file found for STVN: ./output/feature-sets/STVN.txt [2025-10-09T22:50:44.947068] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:44.947103] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:44.947130] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:44.947187] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:44.967038] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:44.967750] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:44.967840] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:44.967877] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:45.013794] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:45.013954] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:45.013998] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:45.014026] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:45.017712] [DEBUG] [FORECASTER] STVN: Forecast T+1@11:T+2@11: DOWN (p=4.72%) [2025-10-09T22:50:45.017999] [INFO ] [FORECASTER] Completed predict_future for STVN [2025-10-09T22:50:45.018138] [INFO ] [sig ] STVN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:45.165154] [INFO ] [LOCAL ] Saved forecast: STVN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STVN.txt [2025-10-09T22:50:45.165433] [WARN ] [sig ] [1875/2211] Failed STVN after 0.3s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:45.165516] [INFO ] [sig ] [1876/2211] Forecasting STWD... [2025-10-09T22:50:45.165568] [INFO ] [sig ] Generating forecast for: STWD [2025-10-09T22:50:45.165625] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STWD' from 'https://tdm.silogroup.org/data/derivative_storage/STWD.csv'. [2025-10-09T22:50:45.176208] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STWD'. [2025-10-09T22:50:45.176563] [INFO ] [FORECASTER] Starting predict_future for STWD [2025-10-09T22:50:45.202449] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:45.203284] [DEBUG] [LOCAL ] No optimal features file found for STWD: ./output/feature-sets/STWD.txt [2025-10-09T22:50:45.203339] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:45.203373] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:45.203401] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:45.203458] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:45.220968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:45.221929] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:45.222022] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:45.222056] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:45.264100] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:45.264626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:45.264708] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:45.264747] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:45.268604] [DEBUG] [FORECASTER] STWD: Forecast T+1@11:T+2@11: DOWN (p=19.96%) [2025-10-09T22:50:45.268948] [INFO ] [FORECASTER] Completed predict_future for STWD [2025-10-09T22:50:45.269112] [INFO ] [sig ] STWD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:45.419852] [INFO ] [LOCAL ] Saved forecast: STWD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STWD.txt [2025-10-09T22:50:45.420089] [WARN ] [sig ] [1876/2211] Failed STWD after 0.3s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:45.420169] [INFO ] [sig ] [1877/2211] Forecasting STXD... [2025-10-09T22:50:45.420208] [INFO ] [sig ] Generating forecast for: STXD [2025-10-09T22:50:45.420239] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXD' from 'https://tdm.silogroup.org/data/derivative_storage/STXD.csv'. [2025-10-09T22:50:45.429274] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'STXD'. [2025-10-09T22:50:45.429570] [INFO ] [FORECASTER] Starting predict_future for STXD [2025-10-09T22:50:45.455458] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:45.456202] [DEBUG] [LOCAL ] No optimal features file found for STXD: ./output/feature-sets/STXD.txt [2025-10-09T22:50:45.456258] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:45.456293] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:45.456322] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:45.456378] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:45.473979] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:45.474544] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:45.474628] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:45.474697] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:45.511131] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:45.511269] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:45.511308] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:45.511337] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:45.514725] [DEBUG] [FORECASTER] STXD: Forecast T+1@11:T+2@11: UP (p=58.30%) [2025-10-09T22:50:45.514999] [INFO ] [FORECASTER] Completed predict_future for STXD [2025-10-09T22:50:45.515132] [INFO ] [sig ] STXD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:45.658868] [INFO ] [LOCAL ] Saved forecast: STXD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STXD.txt [2025-10-09T22:50:45.659155] [WARN ] [sig ] [1877/2211] Failed STXD after 0.2s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:45.659234] [INFO ] [sig ] [1878/2211] Forecasting STXE... [2025-10-09T22:50:45.659274] [INFO ] [sig ] Generating forecast for: STXE [2025-10-09T22:50:45.659312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXE' from 'https://tdm.silogroup.org/data/derivative_storage/STXE.csv'. [2025-10-09T22:50:45.669160] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'STXE'. [2025-10-09T22:50:45.669623] [INFO ] [FORECASTER] Starting predict_future for STXE [2025-10-09T22:50:45.695939] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:45.697060] [DEBUG] [LOCAL ] No optimal features file found for STXE: ./output/feature-sets/STXE.txt [2025-10-09T22:50:45.697137] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:45.697185] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:45.697218] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:45.697297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:45.714875] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:45.715580] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:45.715692] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:45.715746] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:45.761639] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:45.761864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:45.761911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:45.761944] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:45.766148] [DEBUG] [FORECASTER] STXE: Forecast T+1@11:T+2@11: UP (p=84.18%) [2025-10-09T22:50:45.766508] [INFO ] [FORECASTER] Completed predict_future for STXE [2025-10-09T22:50:45.766700] [INFO ] [sig ] STXE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:45.915899] [INFO ] [LOCAL ] Saved forecast: STXE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STXE.txt [2025-10-09T22:50:45.916159] [WARN ] [sig ] [1878/2211] Failed STXE after 0.3s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:45.916238] [INFO ] [sig ] [1879/2211] Forecasting STXG... [2025-10-09T22:50:45.916278] [INFO ] [sig ] Generating forecast for: STXG [2025-10-09T22:50:45.916316] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXG' from 'https://tdm.silogroup.org/data/derivative_storage/STXG.csv'. [2025-10-09T22:50:45.927059] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'STXG'. [2025-10-09T22:50:45.927394] [INFO ] [FORECASTER] Starting predict_future for STXG [2025-10-09T22:50:45.953882] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:45.954697] [DEBUG] [LOCAL ] No optimal features file found for STXG: ./output/feature-sets/STXG.txt [2025-10-09T22:50:45.954757] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:45.954792] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:45.954820] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:45.954877] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:45.972825] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:45.973728] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:45.973822] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:45.973856] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:46.043629] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:46.043770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:46.043814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:46.043844] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:46.047318] [DEBUG] [FORECASTER] STXG: Forecast T+1@11:T+2@11: UP (p=81.47%) [2025-10-09T22:50:46.047626] [INFO ] [FORECASTER] Completed predict_future for STXG [2025-10-09T22:50:46.047805] [INFO ] [sig ] STXG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:46.203886] [INFO ] [LOCAL ] Saved forecast: STXG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/STXG.txt [2025-10-09T22:50:46.204127] [WARN ] [sig ] [1879/2211] Failed STXG after 0.3s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:46.204216] [INFO ] [sig ] [1880/2211] Forecasting STXK... [2025-10-09T22:50:46.204256] [INFO ] [sig ] Generating forecast for: STXK [2025-10-09T22:50:46.204302] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXK' from 'https://tdm.silogroup.org/data/derivative_storage/STXK.csv'. [2025-10-09T22:50:46.214050] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'STXK'. [2025-10-09T22:50:46.214420] [INFO ] [FORECASTER] Starting predict_future for STXK [2025-10-09T22:50:46.240342] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:46.241056] [DEBUG] [LOCAL ] No optimal features file found for STXK: ./output/feature-sets/STXK.txt [2025-10-09T22:50:46.241110] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:46.241143] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:46.241169] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:46.241224] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:46.258882] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:46.259442] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:46.259525] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:46.259558] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:46.294298] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:46.294477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:46.294523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:46.294552] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:46.298037] [DEBUG] [FORECASTER] STXK: Forecast T+1@11:T+2@11: DOWN (p=35.66%) [2025-10-09T22:50:46.298314] [INFO ] [FORECASTER] Completed predict_future for STXK [2025-10-09T22:50:46.298449] [INFO ] [sig ] STXK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:46.441125] [INFO ] [LOCAL ] Saved forecast: STXK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STXK.txt [2025-10-09T22:50:46.441332] [WARN ] [sig ] [1880/2211] Failed STXK after 0.2s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:46.441424] [INFO ] [sig ] [1881/2211] Forecasting STXT... [2025-10-09T22:50:46.441469] [INFO ] [sig ] Generating forecast for: STXT [2025-10-09T22:50:46.441509] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXT' from 'https://tdm.silogroup.org/data/derivative_storage/STXT.csv'. [2025-10-09T22:50:46.450744] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'STXT'. [2025-10-09T22:50:46.450991] [INFO ] [FORECASTER] Starting predict_future for STXT [2025-10-09T22:50:46.476459] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:46.477194] [DEBUG] [LOCAL ] No optimal features file found for STXT: ./output/feature-sets/STXT.txt [2025-10-09T22:50:46.477248] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:46.477280] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:46.477308] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:46.477365] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:46.495050] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:46.495812] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:46.495903] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:46.495938] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:46.529081] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:46.529163] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:46.529198] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:46.529250] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:46.532337] [DEBUG] [FORECASTER] STXT: Forecast T+1@11:T+2@11: DOWN (p=42.80%) [2025-10-09T22:50:46.532600] [INFO ] [FORECASTER] Completed predict_future for STXT [2025-10-09T22:50:46.532759] [INFO ] [sig ] STXT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:46.678134] [INFO ] [LOCAL ] Saved forecast: STXT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STXT.txt [2025-10-09T22:50:46.678362] [WARN ] [sig ] [1881/2211] Failed STXT after 0.2s | 5.48 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:46.678454] [INFO ] [sig ] [1882/2211] Forecasting STXV... [2025-10-09T22:50:46.678502] [INFO ] [sig ] Generating forecast for: STXV [2025-10-09T22:50:46.678536] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STXV' from 'https://tdm.silogroup.org/data/derivative_storage/STXV.csv'. [2025-10-09T22:50:46.692258] [DEBUG] [REMOTE ] Successfully parsed 1803 rows of historical data for symbol 'STXV'. [2025-10-09T22:50:46.692882] [INFO ] [FORECASTER] Starting predict_future for STXV [2025-10-09T22:50:46.721506] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:46.722369] [DEBUG] [LOCAL ] No optimal features file found for STXV: ./output/feature-sets/STXV.txt [2025-10-09T22:50:46.722427] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:46.722464] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:46.722495] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:46.722556] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:46.740783] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:46.741364] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:46.741452] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:46.741487] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:46.778982] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:46.779214] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:46.779287] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:46.779330] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:46.783535] [DEBUG] [FORECASTER] STXV: Forecast T+1@11:T+2@11: DOWN (p=49.98%) [2025-10-09T22:50:46.783973] [INFO ] [FORECASTER] Completed predict_future for STXV [2025-10-09T22:50:46.784135] [INFO ] [sig ] STXV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:46.933112] [INFO ] [LOCAL ] Saved forecast: STXV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STXV.txt [2025-10-09T22:50:46.933364] [WARN ] [sig ] [1882/2211] Failed STXV after 0.3s | 5.47 sym/s | Total: 5.7m | ETA: 1.0m [2025-10-09T22:50:46.933444] [INFO ] [sig ] [1883/2211] Forecasting STZ... [2025-10-09T22:50:46.933482] [INFO ] [sig ] Generating forecast for: STZ [2025-10-09T22:50:46.933524] [DEBUG] [REMOTE ] Fetching historical data for symbol 'STZ' from 'https://tdm.silogroup.org/data/derivative_storage/STZ.csv'. [2025-10-09T22:50:46.943480] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'STZ'. [2025-10-09T22:50:46.943789] [INFO ] [FORECASTER] Starting predict_future for STZ [2025-10-09T22:50:46.968905] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:46.969591] [DEBUG] [LOCAL ] No optimal features file found for STZ: ./output/feature-sets/STZ.txt [2025-10-09T22:50:46.969667] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:46.969721] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:46.969751] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:46.969858] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:46.987257] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:46.987885] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:46.987977] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:46.988011] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:47.024445] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:47.024565] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:47.024603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:47.024631] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:47.027963] [DEBUG] [FORECASTER] STZ: Forecast T+1@11:T+2@11: DOWN (p=25.26%) [2025-10-09T22:50:47.028304] [INFO ] [FORECASTER] Completed predict_future for STZ [2025-10-09T22:50:47.028456] [INFO ] [sig ] STZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:47.171952] [INFO ] [LOCAL ] Saved forecast: STZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/STZ.txt [2025-10-09T22:50:47.172161] [WARN ] [sig ] [1883/2211] Failed STZ after 0.2s | 5.47 sym/s | Total: 5.7m | ETA: 59.9s [2025-10-09T22:50:47.172236] [INFO ] [sig ] [1884/2211] Forecasting SU... [2025-10-09T22:50:47.172275] [INFO ] [sig ] Generating forecast for: SU [2025-10-09T22:50:47.172305] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SU' from 'https://tdm.silogroup.org/data/derivative_storage/SU.csv'. [2025-10-09T22:50:47.182521] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SU'. [2025-10-09T22:50:47.182916] [INFO ] [FORECASTER] Starting predict_future for SU [2025-10-09T22:50:47.209624] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:47.210401] [DEBUG] [LOCAL ] No optimal features file found for SU: ./output/feature-sets/SU.txt [2025-10-09T22:50:47.210458] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:47.210493] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:47.210521] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:47.210579] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:47.228712] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:47.229522] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:47.229635] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:47.229725] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:47.265209] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:47.265355] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:47.265394] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:47.265425] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:47.268873] [DEBUG] [FORECASTER] SU: Forecast T+1@11:T+2@11: UP (p=59.58%) [2025-10-09T22:50:47.269157] [INFO ] [FORECASTER] Completed predict_future for SU [2025-10-09T22:50:47.269292] [INFO ] [sig ] SU: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:47.420364] [INFO ] [LOCAL ] Saved forecast: SU 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SU.txt [2025-10-09T22:50:47.420608] [WARN ] [sig ] [1884/2211] Failed SU after 0.2s | 5.47 sym/s | Total: 5.7m | ETA: 59.8s [2025-10-09T22:50:47.420706] [INFO ] [sig ] [1885/2211] Forecasting SUI... [2025-10-09T22:50:47.420747] [INFO ] [sig ] Generating forecast for: SUI [2025-10-09T22:50:47.420780] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUI' from 'https://tdm.silogroup.org/data/derivative_storage/SUI.csv'. [2025-10-09T22:50:47.430498] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SUI'. [2025-10-09T22:50:47.430791] [INFO ] [FORECASTER] Starting predict_future for SUI [2025-10-09T22:50:47.456871] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:47.457590] [DEBUG] [LOCAL ] No optimal features file found for SUI: ./output/feature-sets/SUI.txt [2025-10-09T22:50:47.457701] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:47.457745] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:47.457774] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:47.457831] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:47.475348] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:47.475984] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:47.476073] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:47.476107] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:47.512485] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:47.512579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:47.512615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:47.512670] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:47.515948] [DEBUG] [FORECASTER] SUI: Forecast T+1@11:T+2@11: UP (p=85.23%) [2025-10-09T22:50:47.516220] [INFO ] [FORECASTER] Completed predict_future for SUI [2025-10-09T22:50:47.516362] [INFO ] [sig ] SUI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:47.667036] [INFO ] [LOCAL ] Saved forecast: SUI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SUI.txt [2025-10-09T22:50:47.667271] [WARN ] [sig ] [1885/2211] Failed SUI after 0.2s | 5.47 sym/s | Total: 5.7m | ETA: 59.6s [2025-10-09T22:50:47.667350] [INFO ] [sig ] [1886/2211] Forecasting SUN... [2025-10-09T22:50:47.667390] [INFO ] [sig ] Generating forecast for: SUN [2025-10-09T22:50:47.667421] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUN' from 'https://tdm.silogroup.org/data/derivative_storage/SUN.csv'. [2025-10-09T22:50:47.678625] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SUN'. [2025-10-09T22:50:47.679089] [INFO ] [FORECASTER] Starting predict_future for SUN [2025-10-09T22:50:47.709133] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:47.709964] [DEBUG] [LOCAL ] No optimal features file found for SUN: ./output/feature-sets/SUN.txt [2025-10-09T22:50:47.710021] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:47.710055] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:47.710084] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:47.710141] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:47.732839] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:47.733570] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:47.733699] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:47.733767] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:47.779019] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:47.779318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:47.779380] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:47.779413] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:47.783318] [DEBUG] [FORECASTER] SUN: Forecast T+1@11:T+2@11: UP (p=91.04%) [2025-10-09T22:50:47.783663] [INFO ] [FORECASTER] Completed predict_future for SUN [2025-10-09T22:50:47.783889] [INFO ] [sig ] SUN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:47.962004] [INFO ] [LOCAL ] Saved forecast: SUN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SUN.txt [2025-10-09T22:50:47.962267] [WARN ] [sig ] [1886/2211] Failed SUN after 0.3s | 5.47 sym/s | Total: 5.7m | ETA: 59.4s [2025-10-09T22:50:47.962378] [INFO ] [sig ] [1887/2211] Forecasting SUPV... [2025-10-09T22:50:47.962436] [INFO ] [sig ] Generating forecast for: SUPV [2025-10-09T22:50:47.962477] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUPV' from 'https://tdm.silogroup.org/data/derivative_storage/SUPV.csv'. [2025-10-09T22:50:47.973487] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SUPV'. [2025-10-09T22:50:47.973841] [INFO ] [FORECASTER] Starting predict_future for SUPV [2025-10-09T22:50:48.003846] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:48.004639] [DEBUG] [LOCAL ] No optimal features file found for SUPV: ./output/feature-sets/SUPV.txt [2025-10-09T22:50:48.004726] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:48.004763] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:48.004791] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:48.004850] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:48.022597] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:48.023225] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:48.023309] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:48.023343] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:48.065181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:48.065260] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:48.065294] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:48.065322] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:48.068425] [DEBUG] [FORECASTER] SUPV: Forecast T+1@11:T+2@11: UP (p=57.06%) [2025-10-09T22:50:48.068713] [INFO ] [FORECASTER] Completed predict_future for SUPV [2025-10-09T22:50:48.068860] [INFO ] [sig ] SUPV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:48.211433] [INFO ] [LOCAL ] Saved forecast: SUPV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SUPV.txt [2025-10-09T22:50:48.211668] [WARN ] [sig ] [1887/2211] Failed SUPV after 0.2s | 5.47 sym/s | Total: 5.8m | ETA: 59.3s [2025-10-09T22:50:48.211748] [INFO ] [sig ] [1888/2211] Forecasting SUZ... [2025-10-09T22:50:48.211787] [INFO ] [sig ] Generating forecast for: SUZ [2025-10-09T22:50:48.211819] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SUZ' from 'https://tdm.silogroup.org/data/derivative_storage/SUZ.csv'. [2025-10-09T22:50:48.222013] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SUZ'. [2025-10-09T22:50:48.222436] [INFO ] [FORECASTER] Starting predict_future for SUZ [2025-10-09T22:50:48.248411] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:48.249198] [DEBUG] [LOCAL ] No optimal features file found for SUZ: ./output/feature-sets/SUZ.txt [2025-10-09T22:50:48.249255] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:48.249291] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:48.249320] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:48.249378] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:48.268905] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:48.269936] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:48.270059] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:48.270133] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:48.304283] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:48.304404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:48.304441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:48.304488] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:48.307930] [DEBUG] [FORECASTER] SUZ: Forecast T+1@11:T+2@11: DOWN (p=27.79%) [2025-10-09T22:50:48.308201] [INFO ] [FORECASTER] Completed predict_future for SUZ [2025-10-09T22:50:48.308335] [INFO ] [sig ] SUZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:48.479005] [INFO ] [LOCAL ] Saved forecast: SUZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SUZ.txt [2025-10-09T22:50:48.479365] [WARN ] [sig ] [1888/2211] Failed SUZ after 0.3s | 5.47 sym/s | Total: 5.8m | ETA: 59.1s [2025-10-09T22:50:48.479482] [INFO ] [sig ] [1889/2211] Forecasting SVV... [2025-10-09T22:50:48.479531] [INFO ] [sig ] Generating forecast for: SVV [2025-10-09T22:50:48.479575] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SVV' from 'https://tdm.silogroup.org/data/derivative_storage/SVV.csv'. [2025-10-09T22:50:48.491186] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SVV'. [2025-10-09T22:50:48.491717] [INFO ] [FORECASTER] Starting predict_future for SVV [2025-10-09T22:50:48.518685] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:48.519541] [DEBUG] [LOCAL ] No optimal features file found for SVV: ./output/feature-sets/SVV.txt [2025-10-09T22:50:48.519595] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:48.519628] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:48.519696] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:48.519769] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:48.537580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:48.538588] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:48.538709] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:48.538761] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:48.576300] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:48.576505] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:48.576551] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:48.576581] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:48.580457] [DEBUG] [FORECASTER] SVV: Forecast T+1@11:T+2@11: UP (p=69.55%) [2025-10-09T22:50:48.580847] [INFO ] [FORECASTER] Completed predict_future for SVV [2025-10-09T22:50:48.581002] [INFO ] [sig ] SVV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:48.736500] [INFO ] [LOCAL ] Saved forecast: SVV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SVV.txt [2025-10-09T22:50:48.736766] [WARN ] [sig ] [1889/2211] Failed SVV after 0.3s | 5.47 sym/s | Total: 5.8m | ETA: 58.9s [2025-10-09T22:50:48.736850] [INFO ] [sig ] [1890/2211] Forecasting SW... [2025-10-09T22:50:48.736889] [INFO ] [sig ] Generating forecast for: SW [2025-10-09T22:50:48.736920] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SW' from 'https://tdm.silogroup.org/data/derivative_storage/SW.csv'. [2025-10-09T22:50:48.747033] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SW'. [2025-10-09T22:50:48.747389] [INFO ] [FORECASTER] Starting predict_future for SW [2025-10-09T22:50:48.772605] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:48.773348] [DEBUG] [LOCAL ] No optimal features file found for SW: ./output/feature-sets/SW.txt [2025-10-09T22:50:48.773404] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:48.773438] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:48.773466] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:48.773523] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:48.790892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:48.791452] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:48.791536] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:48.791577] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:48.825513] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:48.825618] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:48.825686] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:48.825732] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:48.828893] [DEBUG] [FORECASTER] SW: Forecast T+1@11:T+2@11: UP (p=96.74%) [2025-10-09T22:50:48.829157] [INFO ] [FORECASTER] Completed predict_future for SW [2025-10-09T22:50:48.829293] [INFO ] [sig ] SW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:48.976497] [INFO ] [LOCAL ] Saved forecast: SW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SW.txt [2025-10-09T22:50:48.976784] [WARN ] [sig ] [1890/2211] Failed SW after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 58.7s [2025-10-09T22:50:48.976865] [INFO ] [sig ] [1891/2211] Forecasting SWK... [2025-10-09T22:50:48.976905] [INFO ] [sig ] Generating forecast for: SWK [2025-10-09T22:50:48.976937] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SWK' from 'https://tdm.silogroup.org/data/derivative_storage/SWK.csv'. [2025-10-09T22:50:48.987748] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SWK'. [2025-10-09T22:50:48.988033] [INFO ] [FORECASTER] Starting predict_future for SWK [2025-10-09T22:50:49.013693] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:49.014450] [DEBUG] [LOCAL ] No optimal features file found for SWK: ./output/feature-sets/SWK.txt [2025-10-09T22:50:49.014503] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:49.014536] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:49.014564] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:49.014620] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:49.032153] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:49.032769] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:49.032853] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:49.032886] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:49.066256] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:49.066376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:49.066420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:49.066455] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:49.071935] [DEBUG] [FORECASTER] SWK: Forecast T+1@11:T+2@11: DOWN (p=4.13%) [2025-10-09T22:50:49.072198] [INFO ] [FORECASTER] Completed predict_future for SWK [2025-10-09T22:50:49.072323] [INFO ] [sig ] SWK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:49.216914] [INFO ] [LOCAL ] Saved forecast: SWK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SWK.txt [2025-10-09T22:50:49.217126] [WARN ] [sig ] [1891/2211] Failed SWK after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 58.6s [2025-10-09T22:50:49.217203] [INFO ] [sig ] [1892/2211] Forecasting SWX... [2025-10-09T22:50:49.217241] [INFO ] [sig ] Generating forecast for: SWX [2025-10-09T22:50:49.217272] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SWX' from 'https://tdm.silogroup.org/data/derivative_storage/SWX.csv'. [2025-10-09T22:50:49.227014] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SWX'. [2025-10-09T22:50:49.227342] [INFO ] [FORECASTER] Starting predict_future for SWX [2025-10-09T22:50:49.254741] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:49.255590] [DEBUG] [LOCAL ] No optimal features file found for SWX: ./output/feature-sets/SWX.txt [2025-10-09T22:50:49.255671] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:49.255725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:49.255756] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:49.255813] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:49.274461] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:49.275166] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:49.275253] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:49.275287] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:49.312737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:49.312837] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:49.312875] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:49.312903] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:49.316053] [DEBUG] [FORECASTER] SWX: Forecast T+1@11:T+2@11: UP (p=60.16%) [2025-10-09T22:50:49.316322] [INFO ] [FORECASTER] Completed predict_future for SWX [2025-10-09T22:50:49.316458] [INFO ] [sig ] SWX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:49.460063] [INFO ] [LOCAL ] Saved forecast: SWX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SWX.txt [2025-10-09T22:50:49.460323] [WARN ] [sig ] [1892/2211] Failed SWX after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 58.4s [2025-10-09T22:50:49.460403] [INFO ] [sig ] [1893/2211] Forecasting SWZ... [2025-10-09T22:50:49.460453] [INFO ] [sig ] Generating forecast for: SWZ [2025-10-09T22:50:49.460486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SWZ' from 'https://tdm.silogroup.org/data/derivative_storage/SWZ.csv'. [2025-10-09T22:50:49.469891] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SWZ'. [2025-10-09T22:50:49.470149] [INFO ] [FORECASTER] Starting predict_future for SWZ [2025-10-09T22:50:49.495417] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:49.496140] [DEBUG] [LOCAL ] No optimal features file found for SWZ: ./output/feature-sets/SWZ.txt [2025-10-09T22:50:49.496194] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:49.496227] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:49.496254] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:49.496309] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:49.513930] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:49.514470] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:49.514551] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:49.514585] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:49.546244] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:49.546321] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:49.546767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:49.546806] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:49.550779] [DEBUG] [FORECASTER] SWZ: Forecast T+1@11:T+2@11: DOWN (p=28.06%) [2025-10-09T22:50:49.551040] [INFO ] [FORECASTER] Completed predict_future for SWZ [2025-10-09T22:50:49.551175] [INFO ] [sig ] SWZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:49.699835] [INFO ] [LOCAL ] Saved forecast: SWZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SWZ.txt [2025-10-09T22:50:49.700095] [WARN ] [sig ] [1893/2211] Failed SWZ after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 58.2s [2025-10-09T22:50:49.700175] [INFO ] [sig ] [1894/2211] Forecasting SXC... [2025-10-09T22:50:49.700224] [INFO ] [sig ] Generating forecast for: SXC [2025-10-09T22:50:49.700258] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SXC' from 'https://tdm.silogroup.org/data/derivative_storage/SXC.csv'. [2025-10-09T22:50:49.710356] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SXC'. [2025-10-09T22:50:49.710633] [INFO ] [FORECASTER] Starting predict_future for SXC [2025-10-09T22:50:49.736042] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:49.736915] [DEBUG] [LOCAL ] No optimal features file found for SXC: ./output/feature-sets/SXC.txt [2025-10-09T22:50:49.736970] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:49.737004] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:49.737032] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:49.737088] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:49.754366] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:49.754946] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:49.755028] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:49.755062] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:49.792819] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:49.792899] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:49.792934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:49.792962] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:49.796103] [DEBUG] [FORECASTER] SXC: Forecast T+1@11:T+2@11: UP (p=68.77%) [2025-10-09T22:50:49.796365] [INFO ] [FORECASTER] Completed predict_future for SXC [2025-10-09T22:50:49.796493] [INFO ] [sig ] SXC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:49.938364] [INFO ] [LOCAL ] Saved forecast: SXC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SXC.txt [2025-10-09T22:50:49.938562] [WARN ] [sig ] [1894/2211] Failed SXC after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 58.0s [2025-10-09T22:50:49.938637] [INFO ] [sig ] [1895/2211] Forecasting SXI... [2025-10-09T22:50:49.938720] [INFO ] [sig ] Generating forecast for: SXI [2025-10-09T22:50:49.938755] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SXI' from 'https://tdm.silogroup.org/data/derivative_storage/SXI.csv'. [2025-10-09T22:50:49.948282] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SXI'. [2025-10-09T22:50:49.948552] [INFO ] [FORECASTER] Starting predict_future for SXI [2025-10-09T22:50:49.973710] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:49.974404] [DEBUG] [LOCAL ] No optimal features file found for SXI: ./output/feature-sets/SXI.txt [2025-10-09T22:50:49.974457] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:49.974491] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:49.974519] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:49.974575] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:49.992077] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:49.992612] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:49.992727] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:49.992798] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:50.027988] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:50.028113] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:50.028150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:50.028178] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:50.031518] [DEBUG] [FORECASTER] SXI: Forecast T+1@11:T+2@11: UP (p=96.67%) [2025-10-09T22:50:50.031829] [INFO ] [FORECASTER] Completed predict_future for SXI [2025-10-09T22:50:50.031963] [INFO ] [sig ] SXI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:50.182942] [INFO ] [LOCAL ] Saved forecast: SXI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SXI.txt [2025-10-09T22:50:50.183253] [WARN ] [sig ] [1895/2211] Failed SXI after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 57.9s [2025-10-09T22:50:50.183360] [INFO ] [sig ] [1896/2211] Forecasting SXT... [2025-10-09T22:50:50.183416] [INFO ] [sig ] Generating forecast for: SXT [2025-10-09T22:50:50.183453] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SXT' from 'https://tdm.silogroup.org/data/derivative_storage/SXT.csv'. [2025-10-09T22:50:50.194041] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SXT'. [2025-10-09T22:50:50.194431] [INFO ] [FORECASTER] Starting predict_future for SXT [2025-10-09T22:50:50.220295] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:50.221158] [DEBUG] [LOCAL ] No optimal features file found for SXT: ./output/feature-sets/SXT.txt [2025-10-09T22:50:50.221213] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:50.221246] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:50.221273] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:50.221328] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:50.238454] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:50.239089] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:50.239177] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:50.239210] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:50.279721] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:50.279891] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:50.279951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:50.279983] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:50.283432] [DEBUG] [FORECASTER] SXT: Forecast T+1@11:T+2@11: UP (p=86.97%) [2025-10-09T22:50:50.283765] [INFO ] [FORECASTER] Completed predict_future for SXT [2025-10-09T22:50:50.283909] [INFO ] [sig ] SXT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:50.425671] [INFO ] [LOCAL ] Saved forecast: SXT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SXT.txt [2025-10-09T22:50:50.425922] [WARN ] [sig ] [1896/2211] Failed SXT after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 57.7s [2025-10-09T22:50:50.425998] [INFO ] [sig ] [1897/2211] Forecasting SYF... [2025-10-09T22:50:50.426037] [INFO ] [sig ] Generating forecast for: SYF [2025-10-09T22:50:50.426068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SYF' from 'https://tdm.silogroup.org/data/derivative_storage/SYF.csv'. [2025-10-09T22:50:50.435948] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SYF'. [2025-10-09T22:50:50.436287] [INFO ] [FORECASTER] Starting predict_future for SYF [2025-10-09T22:50:50.461736] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:50.462404] [DEBUG] [LOCAL ] No optimal features file found for SYF: ./output/feature-sets/SYF.txt [2025-10-09T22:50:50.462457] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:50.462490] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:50.462517] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:50.462573] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:50.479979] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:50.480511] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:50.480635] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:50.480710] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:50.516202] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:50.516284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:50.516319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:50.516346] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:50.519456] [DEBUG] [FORECASTER] SYF: Forecast T+1@11:T+2@11: DOWN (p=34.50%) [2025-10-09T22:50:50.519752] [INFO ] [FORECASTER] Completed predict_future for SYF [2025-10-09T22:50:50.519890] [INFO ] [sig ] SYF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:50.662858] [INFO ] [LOCAL ] Saved forecast: SYF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SYF.txt [2025-10-09T22:50:50.663082] [WARN ] [sig ] [1897/2211] Failed SYF after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 57.5s [2025-10-09T22:50:50.663157] [INFO ] [sig ] [1898/2211] Forecasting SYK... [2025-10-09T22:50:50.663196] [INFO ] [sig ] Generating forecast for: SYK [2025-10-09T22:50:50.663227] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SYK' from 'https://tdm.silogroup.org/data/derivative_storage/SYK.csv'. [2025-10-09T22:50:50.672605] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SYK'. [2025-10-09T22:50:50.672898] [INFO ] [FORECASTER] Starting predict_future for SYK [2025-10-09T22:50:50.698274] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:50.698988] [DEBUG] [LOCAL ] No optimal features file found for SYK: ./output/feature-sets/SYK.txt [2025-10-09T22:50:50.699043] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:50.699076] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:50.699103] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:50.699158] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:50.716635] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:50.717201] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:50.717282] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:50.717316] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:50.755419] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:50.755500] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:50.755535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:50.755563] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:50.758740] [DEBUG] [FORECASTER] SYK: Forecast T+1@11:T+2@11: DOWN (p=22.65%) [2025-10-09T22:50:50.758999] [INFO ] [FORECASTER] Completed predict_future for SYK [2025-10-09T22:50:50.759133] [INFO ] [sig ] SYK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:50.901234] [INFO ] [LOCAL ] Saved forecast: SYK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/SYK.txt [2025-10-09T22:50:50.901430] [WARN ] [sig ] [1898/2211] Failed SYK after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 57.4s [2025-10-09T22:50:50.901509] [INFO ] [sig ] [1899/2211] Forecasting SYY... [2025-10-09T22:50:50.901547] [INFO ] [sig ] Generating forecast for: SYY [2025-10-09T22:50:50.901579] [DEBUG] [REMOTE ] Fetching historical data for symbol 'SYY' from 'https://tdm.silogroup.org/data/derivative_storage/SYY.csv'. [2025-10-09T22:50:50.911093] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'SYY'. [2025-10-09T22:50:50.911357] [INFO ] [FORECASTER] Starting predict_future for SYY [2025-10-09T22:50:50.936565] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:50.937290] [DEBUG] [LOCAL ] No optimal features file found for SYY: ./output/feature-sets/SYY.txt [2025-10-09T22:50:50.937359] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:50.937393] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:50.937420] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:50.937474] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:50.954678] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:50.955224] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:50.955304] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:50.955337] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:50.997580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:50.997806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:50.997858] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:50.997888] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:51.001397] [DEBUG] [FORECASTER] SYY: Forecast T+1@11:T+2@11: UP (p=69.90%) [2025-10-09T22:50:51.001769] [INFO ] [FORECASTER] Completed predict_future for SYY [2025-10-09T22:50:51.001912] [INFO ] [sig ] SYY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:51.143980] [INFO ] [LOCAL ] Saved forecast: SYY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/SYY.txt [2025-10-09T22:50:51.144180] [WARN ] [sig ] [1899/2211] Failed SYY after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 57.2s [2025-10-09T22:50:51.144266] [INFO ] [sig ] [1900/2211] Forecasting T... [2025-10-09T22:50:51.144305] [INFO ] [sig ] Generating forecast for: T [2025-10-09T22:50:51.144336] [DEBUG] [REMOTE ] Fetching historical data for symbol 'T' from 'https://tdm.silogroup.org/data/derivative_storage/T.csv'. [2025-10-09T22:50:51.155551] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'T'. [2025-10-09T22:50:51.155937] [INFO ] [FORECASTER] Starting predict_future for T [2025-10-09T22:50:51.181760] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:51.182473] [DEBUG] [LOCAL ] No optimal features file found for T: ./output/feature-sets/T.txt [2025-10-09T22:50:51.182527] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:51.182562] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:51.182589] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:51.182667] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:51.200750] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:51.201429] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:51.201518] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:51.201553] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:51.235487] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:51.235594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:51.235632] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:51.235698] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:51.238935] [DEBUG] [FORECASTER] T: Forecast T+1@11:T+2@11: DOWN (p=37.59%) [2025-10-09T22:50:51.239220] [INFO ] [FORECASTER] Completed predict_future for T [2025-10-09T22:50:51.239353] [INFO ] [sig ] T: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:51.380117] [INFO ] [LOCAL ] Saved forecast: T 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/T.txt [2025-10-09T22:50:51.380332] [WARN ] [sig ] [1900/2211] Failed T after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 57.0s [2025-10-09T22:50:51.380409] [INFO ] [sig ] [1901/2211] Forecasting TAC... [2025-10-09T22:50:51.380447] [INFO ] [sig ] Generating forecast for: TAC [2025-10-09T22:50:51.380489] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAC' from 'https://tdm.silogroup.org/data/derivative_storage/TAC.csv'. [2025-10-09T22:50:51.390947] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TAC'. [2025-10-09T22:50:51.391280] [INFO ] [FORECASTER] Starting predict_future for TAC [2025-10-09T22:50:51.416486] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:51.417199] [DEBUG] [LOCAL ] No optimal features file found for TAC: ./output/feature-sets/TAC.txt [2025-10-09T22:50:51.417253] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:51.417286] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:51.417313] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:51.417369] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:51.434538] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:51.435117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:51.435203] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:51.435237] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:51.474679] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:51.474789] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:51.474828] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:51.474860] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:51.478529] [DEBUG] [FORECASTER] TAC: Forecast T+1@11:T+2@11: UP (p=98.23%) [2025-10-09T22:50:51.478865] [INFO ] [FORECASTER] Completed predict_future for TAC [2025-10-09T22:50:51.479014] [INFO ] [sig ] TAC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:51.621498] [INFO ] [LOCAL ] Saved forecast: TAC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TAC.txt [2025-10-09T22:50:51.621744] [WARN ] [sig ] [1901/2211] Failed TAC after 0.2s | 5.46 sym/s | Total: 5.8m | ETA: 56.8s [2025-10-09T22:50:51.621824] [INFO ] [sig ] [1902/2211] Forecasting TAK... [2025-10-09T22:50:51.621863] [INFO ] [sig ] Generating forecast for: TAK [2025-10-09T22:50:51.621894] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAK' from 'https://tdm.silogroup.org/data/derivative_storage/TAK.csv'. [2025-10-09T22:50:51.631482] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TAK'. [2025-10-09T22:50:51.631767] [INFO ] [FORECASTER] Starting predict_future for TAK [2025-10-09T22:50:51.656998] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:51.657862] [DEBUG] [LOCAL ] No optimal features file found for TAK: ./output/feature-sets/TAK.txt [2025-10-09T22:50:51.657919] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:51.657954] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:51.657982] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:51.658040] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:51.675300] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:51.675872] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:51.675956] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:51.675988] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:51.713826] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:51.713915] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:51.713951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:51.713979] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:51.717096] [DEBUG] [FORECASTER] TAK: Forecast T+1@11:T+2@11: DOWN (p=18.27%) [2025-10-09T22:50:51.717380] [INFO ] [FORECASTER] Completed predict_future for TAK [2025-10-09T22:50:51.717514] [INFO ] [sig ] TAK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:51.863400] [INFO ] [LOCAL ] Saved forecast: TAK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TAK.txt [2025-10-09T22:50:51.863633] [WARN ] [sig ] [1902/2211] Failed TAK after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 56.7s [2025-10-09T22:50:51.863744] [INFO ] [sig ] [1903/2211] Forecasting TAL... [2025-10-09T22:50:51.863813] [INFO ] [sig ] Generating forecast for: TAL [2025-10-09T22:50:51.863862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAL' from 'https://tdm.silogroup.org/data/derivative_storage/TAL.csv'. [2025-10-09T22:50:51.873415] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TAL'. [2025-10-09T22:50:51.873717] [INFO ] [FORECASTER] Starting predict_future for TAL [2025-10-09T22:50:51.904944] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:51.906002] [DEBUG] [LOCAL ] No optimal features file found for TAL: ./output/feature-sets/TAL.txt [2025-10-09T22:50:51.906058] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:51.906091] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:51.906118] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:51.906174] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:51.923512] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:51.924161] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:51.924247] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:51.924281] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:51.955468] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:51.955565] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:51.955619] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:51.955691] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:51.959547] [DEBUG] [FORECASTER] TAL: Forecast T+1@11:T+2@11: UP (p=88.85%) [2025-10-09T22:50:51.959870] [INFO ] [FORECASTER] Completed predict_future for TAL [2025-10-09T22:50:51.960012] [INFO ] [sig ] TAL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:52.104058] [INFO ] [LOCAL ] Saved forecast: TAL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TAL.txt [2025-10-09T22:50:52.104299] [WARN ] [sig ] [1903/2211] Failed TAL after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 56.5s [2025-10-09T22:50:52.104376] [INFO ] [sig ] [1904/2211] Forecasting TALO... [2025-10-09T22:50:52.104416] [INFO ] [sig ] Generating forecast for: TALO [2025-10-09T22:50:52.104447] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TALO' from 'https://tdm.silogroup.org/data/derivative_storage/TALO.csv'. [2025-10-09T22:50:52.114429] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TALO'. [2025-10-09T22:50:52.114736] [INFO ] [FORECASTER] Starting predict_future for TALO [2025-10-09T22:50:52.139947] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:52.140624] [DEBUG] [LOCAL ] No optimal features file found for TALO: ./output/feature-sets/TALO.txt [2025-10-09T22:50:52.140702] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:52.140745] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:52.140774] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:52.140831] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:52.158210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:52.158935] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:52.159021] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:52.159088] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:52.206467] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:52.206579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:52.206620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:52.206677] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:52.210197] [DEBUG] [FORECASTER] TALO: Forecast T+1@11:T+2@11: UP (p=58.02%) [2025-10-09T22:50:52.210473] [INFO ] [FORECASTER] Completed predict_future for TALO [2025-10-09T22:50:52.210598] [INFO ] [sig ] TALO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:52.352865] [INFO ] [LOCAL ] Saved forecast: TALO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TALO.txt [2025-10-09T22:50:52.353056] [WARN ] [sig ] [1904/2211] Failed TALO after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 56.3s [2025-10-09T22:50:52.353133] [INFO ] [sig ] [1905/2211] Forecasting TAP... [2025-10-09T22:50:52.353172] [INFO ] [sig ] Generating forecast for: TAP [2025-10-09T22:50:52.353202] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TAP' from 'https://tdm.silogroup.org/data/derivative_storage/TAP.csv'. [2025-10-09T22:50:52.362366] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TAP'. [2025-10-09T22:50:52.362636] [INFO ] [FORECASTER] Starting predict_future for TAP [2025-10-09T22:50:52.387811] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:52.388507] [DEBUG] [LOCAL ] No optimal features file found for TAP: ./output/feature-sets/TAP.txt [2025-10-09T22:50:52.388562] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:52.388595] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:52.388623] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:52.388709] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:52.406283] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:52.406850] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:52.406930] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:52.406964] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:52.431939] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:52.432019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:52.432053] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:52.432080] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:52.435065] [DEBUG] [FORECASTER] TAP: Forecast T+1@11:T+2@11: UP (p=64.71%) [2025-10-09T22:50:52.435323] [INFO ] [FORECASTER] Completed predict_future for TAP [2025-10-09T22:50:52.435442] [INFO ] [sig ] TAP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:52.577128] [INFO ] [LOCAL ] Saved forecast: TAP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TAP.txt [2025-10-09T22:50:52.577321] [WARN ] [sig ] [1905/2211] Failed TAP after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 56.1s [2025-10-09T22:50:52.577399] [INFO ] [sig ] [1906/2211] Forecasting TBB... [2025-10-09T22:50:52.577439] [INFO ] [sig ] Generating forecast for: TBB [2025-10-09T22:50:52.577470] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBB.csv'. [2025-10-09T22:50:52.586527] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TBB'. [2025-10-09T22:50:52.586818] [INFO ] [FORECASTER] Starting predict_future for TBB [2025-10-09T22:50:52.611925] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:52.612604] [DEBUG] [LOCAL ] No optimal features file found for TBB: ./output/feature-sets/TBB.txt [2025-10-09T22:50:52.612696] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:52.612747] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:52.612776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:52.612833] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:52.630280] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:52.630848] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:52.630930] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:52.630963] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:52.655809] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:52.655885] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:52.655918] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:52.655947] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:52.658972] [DEBUG] [FORECASTER] TBB: Forecast T+1@11:T+2@11: UP (p=57.03%) [2025-10-09T22:50:52.659226] [INFO ] [FORECASTER] Completed predict_future for TBB [2025-10-09T22:50:52.659344] [INFO ] [sig ] TBB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:52.800995] [INFO ] [LOCAL ] Saved forecast: TBB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TBB.txt [2025-10-09T22:50:52.801209] [WARN ] [sig ] [1906/2211] Failed TBB after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 56.0s [2025-10-09T22:50:52.801283] [INFO ] [sig ] [1907/2211] Forecasting TBBB... [2025-10-09T22:50:52.801323] [INFO ] [sig ] Generating forecast for: TBBB [2025-10-09T22:50:52.801354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBBB.csv'. [2025-10-09T22:50:52.810090] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TBBB'. [2025-10-09T22:50:52.810358] [INFO ] [FORECASTER] Starting predict_future for TBBB [2025-10-09T22:50:52.835342] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:52.836045] [DEBUG] [LOCAL ] No optimal features file found for TBBB: ./output/feature-sets/TBBB.txt [2025-10-09T22:50:52.836133] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:52.836173] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:52.836201] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:52.836258] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:52.853763] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:52.854294] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:52.854373] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:52.854406] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:52.878237] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:52.878319] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:52.878353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:52.878381] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:52.881475] [DEBUG] [FORECASTER] TBBB: Forecast T+1@11:T+2@11: UP (p=86.69%) [2025-10-09T22:50:52.881781] [INFO ] [FORECASTER] Completed predict_future for TBBB [2025-10-09T22:50:52.881906] [INFO ] [sig ] TBBB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:53.024042] [INFO ] [LOCAL ] Saved forecast: TBBB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TBBB.txt [2025-10-09T22:50:53.024246] [WARN ] [sig ] [1907/2211] Failed TBBB after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 55.8s [2025-10-09T22:50:53.024320] [INFO ] [sig ] [1908/2211] Forecasting TBI... [2025-10-09T22:50:53.024359] [INFO ] [sig ] Generating forecast for: TBI [2025-10-09T22:50:53.024401] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBI' from 'https://tdm.silogroup.org/data/derivative_storage/TBI.csv'. [2025-10-09T22:50:53.033212] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TBI'. [2025-10-09T22:50:53.033480] [INFO ] [FORECASTER] Starting predict_future for TBI [2025-10-09T22:50:53.058627] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:53.059333] [DEBUG] [LOCAL ] No optimal features file found for TBI: ./output/feature-sets/TBI.txt [2025-10-09T22:50:53.059387] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:53.059420] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:53.059448] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:53.059505] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:53.076809] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:53.077337] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:53.077419] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:53.077452] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:53.102850] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:53.102925] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:53.102959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:53.102987] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:53.105938] [DEBUG] [FORECASTER] TBI: Forecast T+1@11:T+2@11: DOWN (p=36.41%) [2025-10-09T22:50:53.106191] [INFO ] [FORECASTER] Completed predict_future for TBI [2025-10-09T22:50:53.106310] [INFO ] [sig ] TBI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:53.252423] [INFO ] [LOCAL ] Saved forecast: TBI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TBI.txt [2025-10-09T22:50:53.252624] [WARN ] [sig ] [1908/2211] Failed TBI after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 55.6s [2025-10-09T22:50:53.252727] [INFO ] [sig ] [1909/2211] Forecasting TBN... [2025-10-09T22:50:53.252766] [INFO ] [sig ] Generating forecast for: TBN [2025-10-09T22:50:53.252797] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TBN' from 'https://tdm.silogroup.org/data/derivative_storage/TBN.csv'. [2025-10-09T22:50:53.262020] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'TBN'. [2025-10-09T22:50:53.262287] [INFO ] [FORECASTER] Starting predict_future for TBN [2025-10-09T22:50:53.287541] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:53.288261] [DEBUG] [LOCAL ] No optimal features file found for TBN: ./output/feature-sets/TBN.txt [2025-10-09T22:50:53.288317] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:53.288350] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:53.288378] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:53.288434] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:53.305961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:53.306486] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:53.306569] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:53.306603] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:53.331358] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:53.331431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:53.331466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:53.331494] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:53.334502] [DEBUG] [FORECASTER] TBN: Forecast T+1@11:T+2@11: DOWN (p=0.30%) [2025-10-09T22:50:53.334801] [INFO ] [FORECASTER] Completed predict_future for TBN [2025-10-09T22:50:53.334973] [INFO ] [sig ] TBN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:53.476041] [INFO ] [LOCAL ] Saved forecast: TBN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TBN.txt [2025-10-09T22:50:53.476241] [WARN ] [sig ] [1909/2211] Failed TBN after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 55.4s [2025-10-09T22:50:53.476315] [INFO ] [sig ] [1910/2211] Forecasting TD... [2025-10-09T22:50:53.476354] [INFO ] [sig ] Generating forecast for: TD [2025-10-09T22:50:53.476384] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TD' from 'https://tdm.silogroup.org/data/derivative_storage/TD.csv'. [2025-10-09T22:50:53.486007] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TD'. [2025-10-09T22:50:53.486286] [INFO ] [FORECASTER] Starting predict_future for TD [2025-10-09T22:50:53.511502] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:53.512216] [DEBUG] [LOCAL ] No optimal features file found for TD: ./output/feature-sets/TD.txt [2025-10-09T22:50:53.512270] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:53.512304] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:53.512332] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:53.512388] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:53.530048] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:53.530603] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:53.530709] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:53.530755] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:53.556714] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:53.556794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:53.556829] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:53.556884] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:53.560783] [DEBUG] [FORECASTER] TD: Forecast T+1@11:T+2@11: DOWN (p=18.21%) [2025-10-09T22:50:53.561042] [INFO ] [FORECASTER] Completed predict_future for TD [2025-10-09T22:50:53.561160] [INFO ] [sig ] TD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:53.703794] [INFO ] [LOCAL ] Saved forecast: TD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TD.txt [2025-10-09T22:50:53.703995] [WARN ] [sig ] [1910/2211] Failed TD after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 55.2s [2025-10-09T22:50:53.704072] [INFO ] [sig ] [1911/2211] Forecasting TDC... [2025-10-09T22:50:53.704111] [INFO ] [sig ] Generating forecast for: TDC [2025-10-09T22:50:53.704143] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDC' from 'https://tdm.silogroup.org/data/derivative_storage/TDC.csv'. [2025-10-09T22:50:53.713217] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TDC'. [2025-10-09T22:50:53.713480] [INFO ] [FORECASTER] Starting predict_future for TDC [2025-10-09T22:50:53.738533] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:53.739259] [DEBUG] [LOCAL ] No optimal features file found for TDC: ./output/feature-sets/TDC.txt [2025-10-09T22:50:53.739314] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:53.739346] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:53.739372] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:53.739428] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:53.756518] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:53.757082] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:53.757163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:53.757212] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:53.782833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:53.782913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:53.782948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:53.782976] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:53.785987] [DEBUG] [FORECASTER] TDC: Forecast T+1@11:T+2@11: UP (p=50.75%) [2025-10-09T22:50:53.786245] [INFO ] [FORECASTER] Completed predict_future for TDC [2025-10-09T22:50:53.786363] [INFO ] [sig ] TDC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:53.929293] [INFO ] [LOCAL ] Saved forecast: TDC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TDC.txt [2025-10-09T22:50:53.929498] [WARN ] [sig ] [1911/2211] Failed TDC after 0.2s | 5.45 sym/s | Total: 5.8m | ETA: 55.1s [2025-10-09T22:50:53.929572] [INFO ] [sig ] [1912/2211] Forecasting TDF... [2025-10-09T22:50:53.929611] [INFO ] [sig ] Generating forecast for: TDF [2025-10-09T22:50:53.929662] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDF' from 'https://tdm.silogroup.org/data/derivative_storage/TDF.csv'. [2025-10-09T22:50:53.938627] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TDF'. [2025-10-09T22:50:53.938932] [INFO ] [FORECASTER] Starting predict_future for TDF [2025-10-09T22:50:53.964086] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:53.964829] [DEBUG] [LOCAL ] No optimal features file found for TDF: ./output/feature-sets/TDF.txt [2025-10-09T22:50:53.964884] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:53.964916] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:53.964943] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:53.964998] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:53.982165] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:53.982725] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:53.982808] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:53.982841] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:54.008294] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:54.008375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:54.008410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:54.008440] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:54.011492] [DEBUG] [FORECASTER] TDF: Forecast T+1@11:T+2@11: DOWN (p=4.78%) [2025-10-09T22:50:54.011796] [INFO ] [FORECASTER] Completed predict_future for TDF [2025-10-09T22:50:54.011923] [INFO ] [sig ] TDF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:54.156935] [INFO ] [LOCAL ] Saved forecast: TDF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TDF.txt [2025-10-09T22:50:54.157142] [WARN ] [sig ] [1912/2211] Failed TDF after 0.2s | 5.45 sym/s | Total: 5.9m | ETA: 54.9s [2025-10-09T22:50:54.157231] [INFO ] [sig ] [1913/2211] Forecasting TDG... [2025-10-09T22:50:54.157270] [INFO ] [sig ] Generating forecast for: TDG [2025-10-09T22:50:54.157301] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDG' from 'https://tdm.silogroup.org/data/derivative_storage/TDG.csv'. [2025-10-09T22:50:54.167137] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TDG'. [2025-10-09T22:50:54.167461] [INFO ] [FORECASTER] Starting predict_future for TDG [2025-10-09T22:50:54.192924] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:54.193607] [DEBUG] [LOCAL ] No optimal features file found for TDG: ./output/feature-sets/TDG.txt [2025-10-09T22:50:54.193688] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:54.193751] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:54.193782] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:54.193839] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:54.211419] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:54.211991] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:54.212072] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:54.212105] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:54.243095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:54.243183] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:54.243221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:54.243252] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:54.246852] [DEBUG] [FORECASTER] TDG: Forecast T+1@11:T+2@11: UP (p=91.54%) [2025-10-09T22:50:54.247142] [INFO ] [FORECASTER] Completed predict_future for TDG [2025-10-09T22:50:54.247274] [INFO ] [sig ] TDG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:54.391131] [INFO ] [LOCAL ] Saved forecast: TDG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TDG.txt [2025-10-09T22:50:54.391357] [WARN ] [sig ] [1913/2211] Failed TDG after 0.2s | 5.45 sym/s | Total: 5.9m | ETA: 54.7s [2025-10-09T22:50:54.391432] [INFO ] [sig ] [1914/2211] Forecasting TDOC... [2025-10-09T22:50:54.391472] [INFO ] [sig ] Generating forecast for: TDOC [2025-10-09T22:50:54.391503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDOC' from 'https://tdm.silogroup.org/data/derivative_storage/TDOC.csv'. [2025-10-09T22:50:54.400370] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TDOC'. [2025-10-09T22:50:54.400770] [INFO ] [FORECASTER] Starting predict_future for TDOC [2025-10-09T22:50:54.427149] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:54.427912] [DEBUG] [LOCAL ] No optimal features file found for TDOC: ./output/feature-sets/TDOC.txt [2025-10-09T22:50:54.427971] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:54.428005] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:54.428032] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:54.428088] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:54.445745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:54.446277] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:54.446356] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:54.446389] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:54.476529] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:54.476615] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:54.476685] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:54.476736] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:54.480312] [DEBUG] [FORECASTER] TDOC: Forecast T+1@11:T+2@11: DOWN (p=23.33%) [2025-10-09T22:50:54.480596] [INFO ] [FORECASTER] Completed predict_future for TDOC [2025-10-09T22:50:54.480764] [INFO ] [sig ] TDOC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:54.626604] [INFO ] [LOCAL ] Saved forecast: TDOC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TDOC.txt [2025-10-09T22:50:54.626833] [WARN ] [sig ] [1914/2211] Failed TDOC after 0.2s | 5.45 sym/s | Total: 5.9m | ETA: 54.5s [2025-10-09T22:50:54.626912] [INFO ] [sig ] [1915/2211] Forecasting TDS... [2025-10-09T22:50:54.626952] [INFO ] [sig ] Generating forecast for: TDS [2025-10-09T22:50:54.626984] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDS' from 'https://tdm.silogroup.org/data/derivative_storage/TDS.csv'. [2025-10-09T22:50:54.636195] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TDS'. [2025-10-09T22:50:54.636463] [INFO ] [FORECASTER] Starting predict_future for TDS [2025-10-09T22:50:54.661593] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:54.662300] [DEBUG] [LOCAL ] No optimal features file found for TDS: ./output/feature-sets/TDS.txt [2025-10-09T22:50:54.662354] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:54.662387] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:54.662415] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:54.662471] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:54.680103] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:54.680675] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:54.680761] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:54.680794] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:54.706761] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:54.706839] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:54.706874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:54.706901] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:54.709934] [DEBUG] [FORECASTER] TDS: Forecast T+1@11:T+2@11: UP (p=89.49%) [2025-10-09T22:50:54.710188] [INFO ] [FORECASTER] Completed predict_future for TDS [2025-10-09T22:50:54.710305] [INFO ] [sig ] TDS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:54.851716] [INFO ] [LOCAL ] Saved forecast: TDS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TDS.txt [2025-10-09T22:50:54.851909] [WARN ] [sig ] [1915/2211] Failed TDS after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 54.4s [2025-10-09T22:50:54.851983] [INFO ] [sig ] [1916/2211] Forecasting TDW... [2025-10-09T22:50:54.852022] [INFO ] [sig ] Generating forecast for: TDW [2025-10-09T22:50:54.852053] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDW' from 'https://tdm.silogroup.org/data/derivative_storage/TDW.csv'. [2025-10-09T22:50:54.861621] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TDW'. [2025-10-09T22:50:54.861957] [INFO ] [FORECASTER] Starting predict_future for TDW [2025-10-09T22:50:54.887301] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:54.888068] [DEBUG] [LOCAL ] No optimal features file found for TDW: ./output/feature-sets/TDW.txt [2025-10-09T22:50:54.888123] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:54.888156] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:54.888183] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:54.888240] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:54.905925] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:54.906452] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:54.906532] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:54.906565] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:54.937089] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:54.937180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:54.937218] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:54.937249] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:54.940883] [DEBUG] [FORECASTER] TDW: Forecast T+1@11:T+2@11: UP (p=87.45%) [2025-10-09T22:50:54.941173] [INFO ] [FORECASTER] Completed predict_future for TDW [2025-10-09T22:50:54.941322] [INFO ] [sig ] TDW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:55.086455] [INFO ] [LOCAL ] Saved forecast: TDW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TDW.txt [2025-10-09T22:50:55.086682] [WARN ] [sig ] [1916/2211] Failed TDW after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 54.2s [2025-10-09T22:50:55.086763] [INFO ] [sig ] [1917/2211] Forecasting TDY... [2025-10-09T22:50:55.086818] [INFO ] [sig ] Generating forecast for: TDY [2025-10-09T22:50:55.086879] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TDY' from 'https://tdm.silogroup.org/data/derivative_storage/TDY.csv'. [2025-10-09T22:50:55.096357] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TDY'. [2025-10-09T22:50:55.096667] [INFO ] [FORECASTER] Starting predict_future for TDY [2025-10-09T22:50:55.122575] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:55.123303] [DEBUG] [LOCAL ] No optimal features file found for TDY: ./output/feature-sets/TDY.txt [2025-10-09T22:50:55.123359] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:55.123395] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:55.123425] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:55.123484] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:55.141669] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:55.142234] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:55.142317] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:55.142398] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:55.176106] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:55.176200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:55.176238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:55.176270] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:55.179916] [DEBUG] [FORECASTER] TDY: Forecast T+1@11:T+2@11: DOWN (p=25.02%) [2025-10-09T22:50:55.180204] [INFO ] [FORECASTER] Completed predict_future for TDY [2025-10-09T22:50:55.180340] [INFO ] [sig ] TDY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:55.325303] [INFO ] [LOCAL ] Saved forecast: TDY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TDY.txt [2025-10-09T22:50:55.325506] [WARN ] [sig ] [1917/2211] Failed TDY after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 54.0s [2025-10-09T22:50:55.325582] [INFO ] [sig ] [1918/2211] Forecasting TEAF... [2025-10-09T22:50:55.325621] [INFO ] [sig ] Generating forecast for: TEAF [2025-10-09T22:50:55.325682] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEAF' from 'https://tdm.silogroup.org/data/derivative_storage/TEAF.csv'. [2025-10-09T22:50:55.334911] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEAF'. [2025-10-09T22:50:55.335176] [INFO ] [FORECASTER] Starting predict_future for TEAF [2025-10-09T22:50:55.360498] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:55.361200] [DEBUG] [LOCAL ] No optimal features file found for TEAF: ./output/feature-sets/TEAF.txt [2025-10-09T22:50:55.361254] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:55.361287] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:55.361314] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:55.361370] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:55.379006] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:55.379535] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:55.379615] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:55.379675] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:55.408511] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:55.408588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:55.408622] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:55.408683] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:55.411725] [DEBUG] [FORECASTER] TEAF: Forecast T+1@11:T+2@11: DOWN (p=15.75%) [2025-10-09T22:50:55.411984] [INFO ] [FORECASTER] Completed predict_future for TEAF [2025-10-09T22:50:55.412104] [INFO ] [sig ] TEAF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:55.555033] [INFO ] [LOCAL ] Saved forecast: TEAF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TEAF.txt [2025-10-09T22:50:55.555233] [WARN ] [sig ] [1918/2211] Failed TEAF after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 53.8s [2025-10-09T22:50:55.555306] [INFO ] [sig ] [1919/2211] Forecasting TECK... [2025-10-09T22:50:55.555345] [INFO ] [sig ] Generating forecast for: TECK [2025-10-09T22:50:55.555378] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TECK' from 'https://tdm.silogroup.org/data/derivative_storage/TECK.csv'. [2025-10-09T22:50:55.564888] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TECK'. [2025-10-09T22:50:55.565167] [INFO ] [FORECASTER] Starting predict_future for TECK [2025-10-09T22:50:55.590209] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:55.590970] [DEBUG] [LOCAL ] No optimal features file found for TECK: ./output/feature-sets/TECK.txt [2025-10-09T22:50:55.591025] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:55.591059] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:55.591086] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:55.591142] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:55.608365] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:55.609031] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:55.609140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:55.609176] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:55.635730] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:55.635872] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:55.635912] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:55.635942] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:55.639266] [DEBUG] [FORECASTER] TECK: Forecast T+1@11:T+2@11: UP (p=60.59%) [2025-10-09T22:50:55.639537] [INFO ] [FORECASTER] Completed predict_future for TECK [2025-10-09T22:50:55.639688] [INFO ] [sig ] TECK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:55.781446] [INFO ] [LOCAL ] Saved forecast: TECK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TECK.txt [2025-10-09T22:50:55.781684] [WARN ] [sig ] [1919/2211] Failed TECK after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 53.7s [2025-10-09T22:50:55.781766] [INFO ] [sig ] [1920/2211] Forecasting TEF... [2025-10-09T22:50:55.781804] [INFO ] [sig ] Generating forecast for: TEF [2025-10-09T22:50:55.781836] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEF' from 'https://tdm.silogroup.org/data/derivative_storage/TEF.csv'. [2025-10-09T22:50:55.791187] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEF'. [2025-10-09T22:50:55.791454] [INFO ] [FORECASTER] Starting predict_future for TEF [2025-10-09T22:50:55.816458] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:55.817207] [DEBUG] [LOCAL ] No optimal features file found for TEF: ./output/feature-sets/TEF.txt [2025-10-09T22:50:55.817263] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:55.817311] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:55.817341] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:55.817396] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:55.834490] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:55.835052] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:55.835134] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:55.835167] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:55.861371] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:55.861443] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:55.861477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:55.861505] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:55.864511] [DEBUG] [FORECASTER] TEF: Forecast T+1@11:T+2@11: UP (p=96.95%) [2025-10-09T22:50:55.864808] [INFO ] [FORECASTER] Completed predict_future for TEF [2025-10-09T22:50:55.864935] [INFO ] [sig ] TEF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:56.006988] [INFO ] [LOCAL ] Saved forecast: TEF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TEF.txt [2025-10-09T22:50:56.007236] [WARN ] [sig ] [1920/2211] Failed TEF after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 53.5s [2025-10-09T22:50:56.007288] [INFO ] [sig ] [1921/2211] Forecasting TEI... [2025-10-09T22:50:56.007320] [INFO ] [sig ] Generating forecast for: TEI [2025-10-09T22:50:56.007351] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEI' from 'https://tdm.silogroup.org/data/derivative_storage/TEI.csv'. [2025-10-09T22:50:56.016380] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEI'. [2025-10-09T22:50:56.016672] [INFO ] [FORECASTER] Starting predict_future for TEI [2025-10-09T22:50:56.041977] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:56.042698] [DEBUG] [LOCAL ] No optimal features file found for TEI: ./output/feature-sets/TEI.txt [2025-10-09T22:50:56.042754] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:56.042787] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:56.042813] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:56.042869] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:56.060281] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:56.060852] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:56.060933] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:56.060966] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:56.086512] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:56.086591] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:56.086626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:56.086687] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:56.089738] [DEBUG] [FORECASTER] TEI: Forecast T+1@11:T+2@11: UP (p=72.83%) [2025-10-09T22:50:56.089998] [INFO ] [FORECASTER] Completed predict_future for TEI [2025-10-09T22:50:56.090116] [INFO ] [sig ] TEI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:56.232308] [INFO ] [LOCAL ] Saved forecast: TEI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TEI.txt [2025-10-09T22:50:56.232510] [WARN ] [sig ] [1921/2211] Failed TEI after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 53.3s [2025-10-09T22:50:56.232591] [INFO ] [sig ] [1922/2211] Forecasting TEL... [2025-10-09T22:50:56.232629] [INFO ] [sig ] Generating forecast for: TEL [2025-10-09T22:50:56.232700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEL' from 'https://tdm.silogroup.org/data/derivative_storage/TEL.csv'. [2025-10-09T22:50:56.241874] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEL'. [2025-10-09T22:50:56.242138] [INFO ] [FORECASTER] Starting predict_future for TEL [2025-10-09T22:50:56.267321] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:56.268055] [DEBUG] [LOCAL ] No optimal features file found for TEL: ./output/feature-sets/TEL.txt [2025-10-09T22:50:56.268109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:56.268142] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:56.268170] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:56.268226] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:56.285726] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:56.286256] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:56.286335] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:56.286369] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:56.318086] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:56.318166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:56.318200] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:56.318227] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:56.321242] [DEBUG] [FORECASTER] TEL: Forecast T+1@11:T+2@11: DOWN (p=23.65%) [2025-10-09T22:50:56.321499] [INFO ] [FORECASTER] Completed predict_future for TEL [2025-10-09T22:50:56.321620] [INFO ] [sig ] TEL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:56.464290] [INFO ] [LOCAL ] Saved forecast: TEL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TEL.txt [2025-10-09T22:50:56.464476] [WARN ] [sig ] [1922/2211] Failed TEL after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 53.1s [2025-10-09T22:50:56.464549] [INFO ] [sig ] [1923/2211] Forecasting TEN... [2025-10-09T22:50:56.464588] [INFO ] [sig ] Generating forecast for: TEN [2025-10-09T22:50:56.464619] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEN' from 'https://tdm.silogroup.org/data/derivative_storage/TEN.csv'. [2025-10-09T22:50:56.473933] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEN'. [2025-10-09T22:50:56.474195] [INFO ] [FORECASTER] Starting predict_future for TEN [2025-10-09T22:50:56.499516] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:56.500220] [DEBUG] [LOCAL ] No optimal features file found for TEN: ./output/feature-sets/TEN.txt [2025-10-09T22:50:56.500275] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:56.500308] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:56.500335] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:56.500392] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:56.517697] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:56.518232] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:56.518314] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:56.518347] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:56.549461] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:56.549539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:56.549574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:56.549602] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:56.552610] [DEBUG] [FORECASTER] TEN: Forecast T+1@11:T+2@11: DOWN (p=25.99%) [2025-10-09T22:50:56.552896] [INFO ] [FORECASTER] Completed predict_future for TEN [2025-10-09T22:50:56.553022] [INFO ] [sig ] TEN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:56.701315] [INFO ] [LOCAL ] Saved forecast: TEN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TEN.txt [2025-10-09T22:50:56.701543] [WARN ] [sig ] [1923/2211] Failed TEN after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 53.0s [2025-10-09T22:50:56.701678] [INFO ] [sig ] [1924/2211] Forecasting TEO... [2025-10-09T22:50:56.701728] [INFO ] [sig ] Generating forecast for: TEO [2025-10-09T22:50:56.701762] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEO' from 'https://tdm.silogroup.org/data/derivative_storage/TEO.csv'. [2025-10-09T22:50:56.712506] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEO'. [2025-10-09T22:50:56.712837] [INFO ] [FORECASTER] Starting predict_future for TEO [2025-10-09T22:50:56.738123] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:56.738833] [DEBUG] [LOCAL ] No optimal features file found for TEO: ./output/feature-sets/TEO.txt [2025-10-09T22:50:56.738887] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:56.738977] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:56.739015] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:56.739072] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:56.756442] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:56.757070] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:56.757154] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:56.757187] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:56.793936] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:56.794032] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:56.794069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:56.794096] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:56.797434] [DEBUG] [FORECASTER] TEO: Forecast T+1@11:T+2@11: DOWN (p=24.51%) [2025-10-09T22:50:56.797787] [INFO ] [FORECASTER] Completed predict_future for TEO [2025-10-09T22:50:56.797925] [INFO ] [sig ] TEO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:56.941910] [INFO ] [LOCAL ] Saved forecast: TEO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TEO.txt [2025-10-09T22:50:56.942142] [WARN ] [sig ] [1924/2211] Failed TEO after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 52.8s [2025-10-09T22:50:56.942216] [INFO ] [sig ] [1925/2211] Forecasting TEVA... [2025-10-09T22:50:56.942255] [INFO ] [sig ] Generating forecast for: TEVA [2025-10-09T22:50:56.942287] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEVA' from 'https://tdm.silogroup.org/data/derivative_storage/TEVA.csv'. [2025-10-09T22:50:56.952290] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEVA'. [2025-10-09T22:50:56.952576] [INFO ] [FORECASTER] Starting predict_future for TEVA [2025-10-09T22:50:56.977847] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:56.978524] [DEBUG] [LOCAL ] No optimal features file found for TEVA: ./output/feature-sets/TEVA.txt [2025-10-09T22:50:56.978577] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:56.978612] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:56.978660] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:56.978744] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:56.995910] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:56.996435] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:56.996516] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:56.996550] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:57.026216] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:57.026296] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:57.026331] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:57.026359] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:57.029428] [DEBUG] [FORECASTER] TEVA: Forecast T+1@11:T+2@11: UP (p=60.15%) [2025-10-09T22:50:57.029718] [INFO ] [FORECASTER] Completed predict_future for TEVA [2025-10-09T22:50:57.029851] [INFO ] [sig ] TEVA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:57.170275] [INFO ] [LOCAL ] Saved forecast: TEVA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TEVA.txt [2025-10-09T22:50:57.170489] [WARN ] [sig ] [1925/2211] Failed TEVA after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 52.6s [2025-10-09T22:50:57.170566] [INFO ] [sig ] [1926/2211] Forecasting TEX... [2025-10-09T22:50:57.170604] [INFO ] [sig ] Generating forecast for: TEX [2025-10-09T22:50:57.170635] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TEX' from 'https://tdm.silogroup.org/data/derivative_storage/TEX.csv'. [2025-10-09T22:50:57.179807] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TEX'. [2025-10-09T22:50:57.180087] [INFO ] [FORECASTER] Starting predict_future for TEX [2025-10-09T22:50:57.205395] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:57.206102] [DEBUG] [LOCAL ] No optimal features file found for TEX: ./output/feature-sets/TEX.txt [2025-10-09T22:50:57.206156] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:57.206190] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:57.206217] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:57.206273] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:57.223617] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:57.224181] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:57.224261] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:57.224295] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:57.253712] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:57.253790] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:57.253825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:57.253852] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:57.256833] [DEBUG] [FORECASTER] TEX: Forecast T+1@11:T+2@11: DOWN (p=9.55%) [2025-10-09T22:50:57.257087] [INFO ] [FORECASTER] Completed predict_future for TEX [2025-10-09T22:50:57.257207] [INFO ] [sig ] TEX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:57.398786] [INFO ] [LOCAL ] Saved forecast: TEX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TEX.txt [2025-10-09T22:50:57.398987] [WARN ] [sig ] [1926/2211] Failed TEX after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 52.4s [2025-10-09T22:50:57.399062] [INFO ] [sig ] [1927/2211] Forecasting TFC... [2025-10-09T22:50:57.399101] [INFO ] [sig ] Generating forecast for: TFC [2025-10-09T22:50:57.399131] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFC' from 'https://tdm.silogroup.org/data/derivative_storage/TFC.csv'. [2025-10-09T22:50:57.407632] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TFC'. [2025-10-09T22:50:57.407915] [INFO ] [FORECASTER] Starting predict_future for TFC [2025-10-09T22:50:57.433141] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:57.433860] [DEBUG] [LOCAL ] No optimal features file found for TFC: ./output/feature-sets/TFC.txt [2025-10-09T22:50:57.433914] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:57.433962] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:57.433992] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:57.434049] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:57.451609] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:57.452173] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:57.452255] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:57.452289] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:57.482341] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:57.482445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:57.482480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:57.482509] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:57.487401] [DEBUG] [FORECASTER] TFC: Forecast T+1@11:T+2@11: DOWN (p=8.81%) [2025-10-09T22:50:57.487718] [INFO ] [FORECASTER] Completed predict_future for TFC [2025-10-09T22:50:57.487850] [INFO ] [sig ] TFC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:57.634264] [INFO ] [LOCAL ] Saved forecast: TFC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TFC.txt [2025-10-09T22:50:57.634562] [WARN ] [sig ] [1927/2211] Failed TFC after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 52.2s [2025-10-09T22:50:57.634666] [INFO ] [sig ] [1928/2211] Forecasting TFII... [2025-10-09T22:50:57.634722] [INFO ] [sig ] Generating forecast for: TFII [2025-10-09T22:50:57.634766] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFII' from 'https://tdm.silogroup.org/data/derivative_storage/TFII.csv'. [2025-10-09T22:50:57.644638] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TFII'. [2025-10-09T22:50:57.644975] [INFO ] [FORECASTER] Starting predict_future for TFII [2025-10-09T22:50:57.670349] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:57.671062] [DEBUG] [LOCAL ] No optimal features file found for TFII: ./output/feature-sets/TFII.txt [2025-10-09T22:50:57.671116] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:57.671149] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:57.671176] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:57.671231] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:57.688377] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:57.688990] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:57.689135] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:57.689189] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:57.717953] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:57.718029] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:57.718063] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:57.718089] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:57.721076] [DEBUG] [FORECASTER] TFII: Forecast T+1@11:T+2@11: UP (p=55.02%) [2025-10-09T22:50:57.721330] [INFO ] [FORECASTER] Completed predict_future for TFII [2025-10-09T22:50:57.721455] [INFO ] [sig ] TFII: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:57.864152] [INFO ] [LOCAL ] Saved forecast: TFII 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TFII.txt [2025-10-09T22:50:57.864383] [WARN ] [sig ] [1928/2211] Failed TFII after 0.2s | 5.44 sym/s | Total: 5.9m | ETA: 52.1s [2025-10-09T22:50:57.864465] [INFO ] [sig ] [1929/2211] Forecasting TFIN... [2025-10-09T22:50:57.864504] [INFO ] [sig ] Generating forecast for: TFIN [2025-10-09T22:50:57.864534] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFIN' from 'https://tdm.silogroup.org/data/derivative_storage/TFIN.csv'. [2025-10-09T22:50:57.873753] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TFIN'. [2025-10-09T22:50:57.874201] [INFO ] [FORECASTER] Starting predict_future for TFIN [2025-10-09T22:50:57.899603] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:57.900324] [DEBUG] [LOCAL ] No optimal features file found for TFIN: ./output/feature-sets/TFIN.txt [2025-10-09T22:50:57.900378] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:57.900411] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:57.900438] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:57.900493] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:57.917868] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:57.918408] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:57.918492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:57.918525] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:57.947978] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:57.948052] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:57.948086] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:57.948114] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:57.951069] [DEBUG] [FORECASTER] TFIN: Forecast T+1@11:T+2@11: DOWN (p=1.48%) [2025-10-09T22:50:57.951323] [INFO ] [FORECASTER] Completed predict_future for TFIN [2025-10-09T22:50:57.951445] [INFO ] [sig ] TFIN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:58.094303] [INFO ] [LOCAL ] Saved forecast: TFIN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TFIN.txt [2025-10-09T22:50:58.094515] [WARN ] [sig ] [1929/2211] Failed TFIN after 0.2s | 5.43 sym/s | Total: 5.9m | ETA: 51.9s [2025-10-09T22:50:58.094593] [INFO ] [sig ] [1930/2211] Forecasting TFPM... [2025-10-09T22:50:58.094631] [INFO ] [sig ] Generating forecast for: TFPM [2025-10-09T22:50:58.094700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFPM' from 'https://tdm.silogroup.org/data/derivative_storage/TFPM.csv'. [2025-10-09T22:50:58.104328] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TFPM'. [2025-10-09T22:50:58.104623] [INFO ] [FORECASTER] Starting predict_future for TFPM [2025-10-09T22:50:58.129985] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:58.130674] [DEBUG] [LOCAL ] No optimal features file found for TFPM: ./output/feature-sets/TFPM.txt [2025-10-09T22:50:58.130731] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:58.130764] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:58.130791] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:58.130848] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:58.148687] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:58.149253] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:58.149342] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:58.149375] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:58.183537] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:58.183617] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:58.183680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:58.183727] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:58.186736] [DEBUG] [FORECASTER] TFPM: Forecast T+1@11:T+2@11: DOWN (p=5.84%) [2025-10-09T22:50:58.186994] [INFO ] [FORECASTER] Completed predict_future for TFPM [2025-10-09T22:50:58.187118] [INFO ] [sig ] TFPM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:58.333420] [INFO ] [LOCAL ] Saved forecast: TFPM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TFPM.txt [2025-10-09T22:50:58.333756] [WARN ] [sig ] [1930/2211] Failed TFPM after 0.2s | 5.43 sym/s | Total: 5.9m | ETA: 51.7s [2025-10-09T22:50:58.333836] [INFO ] [sig ] [1931/2211] Forecasting TFX... [2025-10-09T22:50:58.333876] [INFO ] [sig ] Generating forecast for: TFX [2025-10-09T22:50:58.333907] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TFX' from 'https://tdm.silogroup.org/data/derivative_storage/TFX.csv'. [2025-10-09T22:50:58.344760] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TFX'. [2025-10-09T22:50:58.345063] [INFO ] [FORECASTER] Starting predict_future for TFX [2025-10-09T22:50:58.370393] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:58.371103] [DEBUG] [LOCAL ] No optimal features file found for TFX: ./output/feature-sets/TFX.txt [2025-10-09T22:50:58.371157] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:58.371189] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:58.371216] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:58.371271] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:58.389265] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:58.389871] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:58.389953] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:58.389986] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:58.422368] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:58.422459] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:58.422494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:58.422522] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:58.425662] [DEBUG] [FORECASTER] TFX: Forecast T+1@11:T+2@11: DOWN (p=17.94%) [2025-10-09T22:50:58.425933] [INFO ] [FORECASTER] Completed predict_future for TFX [2025-10-09T22:50:58.426063] [INFO ] [sig ] TFX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:58.569396] [INFO ] [LOCAL ] Saved forecast: TFX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TFX.txt [2025-10-09T22:50:58.569599] [WARN ] [sig ] [1931/2211] Failed TFX after 0.2s | 5.43 sym/s | Total: 5.9m | ETA: 51.5s [2025-10-09T22:50:58.569696] [INFO ] [sig ] [1932/2211] Forecasting TG... [2025-10-09T22:50:58.569740] [INFO ] [sig ] Generating forecast for: TG [2025-10-09T22:50:58.569772] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TG' from 'https://tdm.silogroup.org/data/derivative_storage/TG.csv'. [2025-10-09T22:50:58.578871] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TG'. [2025-10-09T22:50:58.579127] [INFO ] [FORECASTER] Starting predict_future for TG [2025-10-09T22:50:58.604735] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:58.605425] [DEBUG] [LOCAL ] No optimal features file found for TG: ./output/feature-sets/TG.txt [2025-10-09T22:50:58.605479] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:58.605511] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:58.605538] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:58.605594] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:58.622723] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:58.623258] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:58.623343] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:58.623376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:58.657680] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:58.657754] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:58.657789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:58.657816] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:58.660816] [DEBUG] [FORECASTER] TG: Forecast T+1@11:T+2@11: UP (p=51.95%) [2025-10-09T22:50:58.661070] [INFO ] [FORECASTER] Completed predict_future for TG [2025-10-09T22:50:58.661198] [INFO ] [sig ] TG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:58.803598] [INFO ] [LOCAL ] Saved forecast: TG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TG.txt [2025-10-09T22:50:58.803836] [WARN ] [sig ] [1932/2211] Failed TG after 0.2s | 5.43 sym/s | Total: 5.9m | ETA: 51.4s [2025-10-09T22:50:58.803915] [INFO ] [sig ] [1933/2211] Forecasting TGLS... [2025-10-09T22:50:58.803953] [INFO ] [sig ] Generating forecast for: TGLS [2025-10-09T22:50:58.803985] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGLS' from 'https://tdm.silogroup.org/data/derivative_storage/TGLS.csv'. [2025-10-09T22:50:58.813411] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TGLS'. [2025-10-09T22:50:58.813693] [INFO ] [FORECASTER] Starting predict_future for TGLS [2025-10-09T22:50:58.838805] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:58.839501] [DEBUG] [LOCAL ] No optimal features file found for TGLS: ./output/feature-sets/TGLS.txt [2025-10-09T22:50:58.839554] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:58.839586] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:58.839612] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:58.839693] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:58.856835] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:58.857362] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:58.857442] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:58.857475] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:58.892350] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:58.892424] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:58.892458] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:58.892486] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:58.895557] [DEBUG] [FORECASTER] TGLS: Forecast T+1@11:T+2@11: UP (p=94.24%) [2025-10-09T22:50:58.895849] [INFO ] [FORECASTER] Completed predict_future for TGLS [2025-10-09T22:50:58.895981] [INFO ] [sig ] TGLS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:59.041927] [INFO ] [LOCAL ] Saved forecast: TGLS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TGLS.txt [2025-10-09T22:50:59.042183] [WARN ] [sig ] [1933/2211] Failed TGLS after 0.2s | 5.43 sym/s | Total: 5.9m | ETA: 51.2s [2025-10-09T22:50:59.042265] [INFO ] [sig ] [1934/2211] Forecasting TGNA... [2025-10-09T22:50:59.042303] [INFO ] [sig ] Generating forecast for: TGNA [2025-10-09T22:50:59.042334] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGNA' from 'https://tdm.silogroup.org/data/derivative_storage/TGNA.csv'. [2025-10-09T22:50:59.052676] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TGNA'. [2025-10-09T22:50:59.052967] [INFO ] [FORECASTER] Starting predict_future for TGNA [2025-10-09T22:50:59.078425] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:59.079134] [DEBUG] [LOCAL ] No optimal features file found for TGNA: ./output/feature-sets/TGNA.txt [2025-10-09T22:50:59.079188] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:59.079249] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:59.079279] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:59.079336] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:59.097167] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:59.097789] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:59.097889] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:59.097974] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:59.133763] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:59.133845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:59.133881] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:59.133909] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:59.137015] [DEBUG] [FORECASTER] TGNA: Forecast T+1@11:T+2@11: DOWN (p=47.82%) [2025-10-09T22:50:59.137274] [INFO ] [FORECASTER] Completed predict_future for TGNA [2025-10-09T22:50:59.137401] [INFO ] [sig ] TGNA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:59.280469] [INFO ] [LOCAL ] Saved forecast: TGNA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TGNA.txt [2025-10-09T22:50:59.280777] [WARN ] [sig ] [1934/2211] Failed TGNA after 0.2s | 5.43 sym/s | Total: 5.9m | ETA: 51.0s [2025-10-09T22:50:59.280859] [INFO ] [sig ] [1935/2211] Forecasting TGS... [2025-10-09T22:50:59.280898] [INFO ] [sig ] Generating forecast for: TGS [2025-10-09T22:50:59.280929] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGS' from 'https://tdm.silogroup.org/data/derivative_storage/TGS.csv'. [2025-10-09T22:50:59.292101] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TGS'. [2025-10-09T22:50:59.292383] [INFO ] [FORECASTER] Starting predict_future for TGS [2025-10-09T22:50:59.317564] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:59.318287] [DEBUG] [LOCAL ] No optimal features file found for TGS: ./output/feature-sets/TGS.txt [2025-10-09T22:50:59.318341] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:59.318374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:59.318401] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:59.318456] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:59.335988] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:59.336518] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:59.336598] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:59.336631] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:59.372907] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:59.372986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:59.373022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:59.373050] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:59.376063] [DEBUG] [FORECASTER] TGS: Forecast T+1@11:T+2@11: UP (p=61.96%) [2025-10-09T22:50:59.376317] [INFO ] [FORECASTER] Completed predict_future for TGS [2025-10-09T22:50:59.376442] [INFO ] [sig ] TGS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:50:59.518817] [INFO ] [LOCAL ] Saved forecast: TGS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TGS.txt [2025-10-09T22:50:59.519025] [WARN ] [sig ] [1935/2211] Failed TGS after 0.2s | 5.43 sym/s | Total: 5.9m | ETA: 50.8s [2025-10-09T22:50:59.519102] [INFO ] [sig ] [1936/2211] Forecasting TGT... [2025-10-09T22:50:59.519140] [INFO ] [sig ] Generating forecast for: TGT [2025-10-09T22:50:59.519170] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TGT' from 'https://tdm.silogroup.org/data/derivative_storage/TGT.csv'. [2025-10-09T22:50:59.528810] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TGT'. [2025-10-09T22:50:59.529276] [INFO ] [FORECASTER] Starting predict_future for TGT [2025-10-09T22:50:59.554610] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:59.555327] [DEBUG] [LOCAL ] No optimal features file found for TGT: ./output/feature-sets/TGT.txt [2025-10-09T22:50:59.555381] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:59.555414] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:59.555440] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:59.555495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:59.572936] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:59.573474] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:59.573556] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:59.573590] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:59.685244] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:59.685375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:59.685420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:59.685450] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:59.689370] [DEBUG] [FORECASTER] TGT: Forecast T+1@11:T+2@11: DOWN (p=29.33%) [2025-10-09T22:50:59.689722] [INFO ] [FORECASTER] Completed predict_future for TGT [2025-10-09T22:50:59.689887] [INFO ] [sig ] TGT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:50:59.842179] [INFO ] [LOCAL ] Saved forecast: TGT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TGT.txt [2025-10-09T22:50:59.842571] [WARN ] [sig ] [1936/2211] Failed TGT after 0.3s | 5.43 sym/s | Total: 5.9m | ETA: 50.7s [2025-10-09T22:50:59.842685] [INFO ] [sig ] [1937/2211] Forecasting THC... [2025-10-09T22:50:59.842733] [INFO ] [sig ] Generating forecast for: THC [2025-10-09T22:50:59.842767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THC' from 'https://tdm.silogroup.org/data/derivative_storage/THC.csv'. [2025-10-09T22:50:59.853982] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'THC'. [2025-10-09T22:50:59.854266] [INFO ] [FORECASTER] Starting predict_future for THC [2025-10-09T22:50:59.881037] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:50:59.881921] [DEBUG] [LOCAL ] No optimal features file found for THC: ./output/feature-sets/THC.txt [2025-10-09T22:50:59.881982] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:50:59.882028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:50:59.882083] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:50:59.882147] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:50:59.900751] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:50:59.901806] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:50:59.901968] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:50:59.902024] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:50:59.941310] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:50:59.941509] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:50:59.941557] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:50:59.941587] [INFO ] [FORECASTER] Training complete [2025-10-09T22:50:59.945523] [DEBUG] [FORECASTER] THC: Forecast T+1@11:T+2@11: DOWN (p=22.08%) [2025-10-09T22:50:59.945881] [INFO ] [FORECASTER] Completed predict_future for THC [2025-10-09T22:50:59.946042] [INFO ] [sig ] THC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:00.100681] [INFO ] [LOCAL ] Saved forecast: THC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/THC.txt [2025-10-09T22:51:00.101067] [WARN ] [sig ] [1937/2211] Failed THC after 0.3s | 5.43 sym/s | Total: 5.9m | ETA: 50.5s [2025-10-09T22:51:00.101137] [INFO ] [sig ] [1938/2211] Forecasting THG... [2025-10-09T22:51:00.101171] [INFO ] [sig ] Generating forecast for: THG [2025-10-09T22:51:00.101203] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THG' from 'https://tdm.silogroup.org/data/derivative_storage/THG.csv'. [2025-10-09T22:51:00.112636] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'THG'. [2025-10-09T22:51:00.113138] [INFO ] [FORECASTER] Starting predict_future for THG [2025-10-09T22:51:00.143011] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:00.143918] [DEBUG] [LOCAL ] No optimal features file found for THG: ./output/feature-sets/THG.txt [2025-10-09T22:51:00.143977] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:00.144010] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:00.144037] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:00.144093] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:00.164556] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:00.165353] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:00.165445] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:00.165480] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:00.206737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:00.206912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:00.206955] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:00.206983] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:00.212159] [DEBUG] [FORECASTER] THG: Forecast T+1@11:T+2@11: DOWN (p=38.35%) [2025-10-09T22:51:00.212505] [INFO ] [FORECASTER] Completed predict_future for THG [2025-10-09T22:51:00.212699] [INFO ] [sig ] THG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:00.370266] [INFO ] [LOCAL ] Saved forecast: THG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/THG.txt [2025-10-09T22:51:00.370524] [WARN ] [sig ] [1938/2211] Failed THG after 0.3s | 5.42 sym/s | Total: 6.0m | ETA: 50.3s [2025-10-09T22:51:00.370603] [INFO ] [sig ] [1939/2211] Forecasting THIR... [2025-10-09T22:51:00.370668] [INFO ] [sig ] Generating forecast for: THIR [2025-10-09T22:51:00.370724] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THIR' from 'https://tdm.silogroup.org/data/derivative_storage/THIR.csv'. [2025-10-09T22:51:00.380310] [DEBUG] [REMOTE ] Successfully parsed 1798 rows of historical data for symbol 'THIR'. [2025-10-09T22:51:00.380637] [INFO ] [FORECASTER] Starting predict_future for THIR [2025-10-09T22:51:00.406407] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:00.407174] [DEBUG] [LOCAL ] No optimal features file found for THIR: ./output/feature-sets/THIR.txt [2025-10-09T22:51:00.407230] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:00.407263] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:00.407291] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:00.407347] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:00.424611] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:00.425207] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:00.425295] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:00.425329] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:00.458788] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:00.458936] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:00.458976] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:00.459005] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:00.462323] [DEBUG] [FORECASTER] THIR: Forecast T+1@11:T+2@11: DOWN (p=45.45%) [2025-10-09T22:51:00.462602] [INFO ] [FORECASTER] Completed predict_future for THIR [2025-10-09T22:51:00.462785] [INFO ] [sig ] THIR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:00.609015] [INFO ] [LOCAL ] Saved forecast: THIR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/THIR.txt [2025-10-09T22:51:00.609320] [WARN ] [sig ] [1939/2211] Failed THIR after 0.2s | 5.42 sym/s | Total: 6.0m | ETA: 50.1s [2025-10-09T22:51:00.609405] [INFO ] [sig ] [1940/2211] Forecasting THLV... [2025-10-09T22:51:00.609445] [INFO ] [sig ] Generating forecast for: THLV [2025-10-09T22:51:00.609477] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THLV' from 'https://tdm.silogroup.org/data/derivative_storage/THLV.csv'. [2025-10-09T22:51:00.619072] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'THLV'. [2025-10-09T22:51:00.619369] [INFO ] [FORECASTER] Starting predict_future for THLV [2025-10-09T22:51:00.645063] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:00.645811] [DEBUG] [LOCAL ] No optimal features file found for THLV: ./output/feature-sets/THLV.txt [2025-10-09T22:51:00.645866] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:00.645900] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:00.645928] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:00.645985] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:00.663225] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:00.663852] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:00.663960] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:00.664014] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:00.698095] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:00.698195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:00.698231] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:00.698259] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:00.701446] [DEBUG] [FORECASTER] THLV: Forecast T+1@11:T+2@11: DOWN (p=7.84%) [2025-10-09T22:51:00.701776] [INFO ] [FORECASTER] Completed predict_future for THLV [2025-10-09T22:51:00.701918] [INFO ] [sig ] THLV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:00.843470] [INFO ] [LOCAL ] Saved forecast: THLV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/THLV.txt [2025-10-09T22:51:00.843724] [WARN ] [sig ] [1940/2211] Failed THLV after 0.2s | 5.42 sym/s | Total: 6.0m | ETA: 50.0s [2025-10-09T22:51:00.843804] [INFO ] [sig ] [1941/2211] Forecasting THO... [2025-10-09T22:51:00.843844] [INFO ] [sig ] Generating forecast for: THO [2025-10-09T22:51:00.843875] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THO' from 'https://tdm.silogroup.org/data/derivative_storage/THO.csv'. [2025-10-09T22:51:00.854235] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'THO'. [2025-10-09T22:51:00.854722] [INFO ] [FORECASTER] Starting predict_future for THO [2025-10-09T22:51:00.882737] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:00.883595] [DEBUG] [LOCAL ] No optimal features file found for THO: ./output/feature-sets/THO.txt [2025-10-09T22:51:00.883681] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:00.883800] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:00.883839] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:00.883898] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:00.901993] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:00.902949] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:00.903051] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:00.903086] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:00.943743] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:00.943965] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:00.944024] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:00.944057] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:00.948260] [DEBUG] [FORECASTER] THO: Forecast T+1@11:T+2@11: DOWN (p=2.46%) [2025-10-09T22:51:00.948774] [INFO ] [FORECASTER] Completed predict_future for THO [2025-10-09T22:51:00.948952] [INFO ] [sig ] THO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:01.099870] [INFO ] [LOCAL ] Saved forecast: THO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/THO.txt [2025-10-09T22:51:01.100125] [WARN ] [sig ] [1941/2211] Failed THO after 0.3s | 5.42 sym/s | Total: 6.0m | ETA: 49.8s [2025-10-09T22:51:01.100204] [INFO ] [sig ] [1942/2211] Forecasting THQ... [2025-10-09T22:51:01.100243] [INFO ] [sig ] Generating forecast for: THQ [2025-10-09T22:51:01.100274] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THQ' from 'https://tdm.silogroup.org/data/derivative_storage/THQ.csv'. [2025-10-09T22:51:01.110527] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'THQ'. [2025-10-09T22:51:01.110839] [INFO ] [FORECASTER] Starting predict_future for THQ [2025-10-09T22:51:01.136511] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:01.137277] [DEBUG] [LOCAL ] No optimal features file found for THQ: ./output/feature-sets/THQ.txt [2025-10-09T22:51:01.137333] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:01.137369] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:01.137398] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:01.137456] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:01.155589] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:01.156180] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:01.156271] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:01.156306] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:01.193112] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:01.193224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:01.193262] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:01.193293] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:01.196686] [DEBUG] [FORECASTER] THQ: Forecast T+1@11:T+2@11: UP (p=89.04%) [2025-10-09T22:51:01.196968] [INFO ] [FORECASTER] Completed predict_future for THQ [2025-10-09T22:51:01.197102] [INFO ] [sig ] THQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:01.340625] [INFO ] [LOCAL ] Saved forecast: THQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/THQ.txt [2025-10-09T22:51:01.340880] [WARN ] [sig ] [1942/2211] Failed THQ after 0.2s | 5.42 sym/s | Total: 6.0m | ETA: 49.6s [2025-10-09T22:51:01.340957] [INFO ] [sig ] [1943/2211] Forecasting THR... [2025-10-09T22:51:01.340997] [INFO ] [sig ] Generating forecast for: THR [2025-10-09T22:51:01.341028] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THR' from 'https://tdm.silogroup.org/data/derivative_storage/THR.csv'. [2025-10-09T22:51:01.350992] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'THR'. [2025-10-09T22:51:01.351271] [INFO ] [FORECASTER] Starting predict_future for THR [2025-10-09T22:51:01.376950] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:01.377775] [DEBUG] [LOCAL ] No optimal features file found for THR: ./output/feature-sets/THR.txt [2025-10-09T22:51:01.377838] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:01.377911] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:01.377977] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:01.378086] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:01.396006] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:01.396553] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:01.396637] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:01.396712] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:01.433867] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:01.433998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:01.434037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:01.434066] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:01.437714] [DEBUG] [FORECASTER] THR: Forecast T+1@11:T+2@11: DOWN (p=0.42%) [2025-10-09T22:51:01.438015] [INFO ] [FORECASTER] Completed predict_future for THR [2025-10-09T22:51:01.438152] [INFO ] [sig ] THR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:01.595505] [INFO ] [LOCAL ] Saved forecast: THR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/THR.txt [2025-10-09T22:51:01.595803] [WARN ] [sig ] [1943/2211] Failed THR after 0.3s | 5.42 sym/s | Total: 6.0m | ETA: 49.4s [2025-10-09T22:51:01.595887] [INFO ] [sig ] [1944/2211] Forecasting THS... [2025-10-09T22:51:01.595927] [INFO ] [sig ] Generating forecast for: THS [2025-10-09T22:51:01.595959] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THS' from 'https://tdm.silogroup.org/data/derivative_storage/THS.csv'. [2025-10-09T22:51:01.605895] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'THS'. [2025-10-09T22:51:01.606162] [INFO ] [FORECASTER] Starting predict_future for THS [2025-10-09T22:51:01.632894] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:01.633584] [DEBUG] [LOCAL ] No optimal features file found for THS: ./output/feature-sets/THS.txt [2025-10-09T22:51:01.633639] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:01.633716] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:01.633748] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:01.633806] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:01.656097] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:01.656895] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:01.656984] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:01.657019] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:01.693830] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:01.693934] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:01.693971] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:01.694000] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:01.699993] [DEBUG] [FORECASTER] THS: Forecast T+1@11:T+2@11: UP (p=99.67%) [2025-10-09T22:51:01.700268] [INFO ] [FORECASTER] Completed predict_future for THS [2025-10-09T22:51:01.700401] [INFO ] [sig ] THS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:01.850696] [INFO ] [LOCAL ] Saved forecast: THS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/THS.txt [2025-10-09T22:51:01.850965] [WARN ] [sig ] [1944/2211] Failed THS after 0.3s | 5.42 sym/s | Total: 6.0m | ETA: 49.3s [2025-10-09T22:51:01.851047] [INFO ] [sig ] [1945/2211] Forecasting THW... [2025-10-09T22:51:01.851086] [INFO ] [sig ] Generating forecast for: THW [2025-10-09T22:51:01.851118] [DEBUG] [REMOTE ] Fetching historical data for symbol 'THW' from 'https://tdm.silogroup.org/data/derivative_storage/THW.csv'. [2025-10-09T22:51:01.862550] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'THW'. [2025-10-09T22:51:01.862925] [INFO ] [FORECASTER] Starting predict_future for THW [2025-10-09T22:51:01.888927] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:01.889597] [DEBUG] [LOCAL ] No optimal features file found for THW: ./output/feature-sets/THW.txt [2025-10-09T22:51:01.889681] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:01.889743] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:01.889781] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:01.889848] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:01.907265] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:01.907872] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:01.907953] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:01.907986] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:01.944974] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:01.945120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:01.945161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:01.945190] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:01.948725] [DEBUG] [FORECASTER] THW: Forecast T+1@11:T+2@11: UP (p=76.52%) [2025-10-09T22:51:01.949007] [INFO ] [FORECASTER] Completed predict_future for THW [2025-10-09T22:51:01.949147] [INFO ] [sig ] THW: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:02.097213] [INFO ] [LOCAL ] Saved forecast: THW 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/THW.txt [2025-10-09T22:51:02.097480] [WARN ] [sig ] [1945/2211] Failed THW after 0.2s | 5.42 sym/s | Total: 6.0m | ETA: 49.1s [2025-10-09T22:51:02.097558] [INFO ] [sig ] [1946/2211] Forecasting TIMB... [2025-10-09T22:51:02.097620] [INFO ] [sig ] Generating forecast for: TIMB [2025-10-09T22:51:02.097702] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TIMB' from 'https://tdm.silogroup.org/data/derivative_storage/TIMB.csv'. [2025-10-09T22:51:02.108398] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TIMB'. [2025-10-09T22:51:02.108826] [INFO ] [FORECASTER] Starting predict_future for TIMB [2025-10-09T22:51:02.134785] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:02.135528] [DEBUG] [LOCAL ] No optimal features file found for TIMB: ./output/feature-sets/TIMB.txt [2025-10-09T22:51:02.135584] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:02.135618] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:02.135672] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:02.135755] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:02.154170] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:02.154891] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:02.154982] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:02.155017] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:02.186444] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:02.186667] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:02.186738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:02.186772] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:02.190441] [DEBUG] [FORECASTER] TIMB: Forecast T+1@11:T+2@11: UP (p=56.91%) [2025-10-09T22:51:02.190770] [INFO ] [FORECASTER] Completed predict_future for TIMB [2025-10-09T22:51:02.190911] [INFO ] [sig ] TIMB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:02.338232] [INFO ] [LOCAL ] Saved forecast: TIMB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TIMB.txt [2025-10-09T22:51:02.338510] [WARN ] [sig ] [1946/2211] Failed TIMB after 0.2s | 5.42 sym/s | Total: 6.0m | ETA: 48.9s [2025-10-09T22:51:02.338595] [INFO ] [sig ] [1947/2211] Forecasting TISI... [2025-10-09T22:51:02.338636] [INFO ] [sig ] Generating forecast for: TISI [2025-10-09T22:51:02.338729] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TISI' from 'https://tdm.silogroup.org/data/derivative_storage/TISI.csv'. [2025-10-09T22:51:02.348024] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TISI'. [2025-10-09T22:51:02.348415] [INFO ] [FORECASTER] Starting predict_future for TISI [2025-10-09T22:51:02.375041] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:02.375917] [DEBUG] [LOCAL ] No optimal features file found for TISI: ./output/feature-sets/TISI.txt [2025-10-09T22:51:02.375974] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:02.376009] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:02.376038] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:02.376097] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:02.395420] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:02.396270] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:02.396375] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:02.396431] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:02.421707] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:02.421883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:02.421931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:02.421961] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:02.425756] [DEBUG] [FORECASTER] TISI: Forecast T+1@11:T+2@11: DOWN (p=2.01%) [2025-10-09T22:51:02.426049] [INFO ] [FORECASTER] Completed predict_future for TISI [2025-10-09T22:51:02.426181] [INFO ] [sig ] TISI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:02.581185] [INFO ] [LOCAL ] Saved forecast: TISI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TISI.txt [2025-10-09T22:51:02.581427] [WARN ] [sig ] [1947/2211] Failed TISI after 0.2s | 5.42 sym/s | Total: 6.0m | ETA: 48.7s [2025-10-09T22:51:02.581504] [INFO ] [sig ] [1948/2211] Forecasting TIXT... [2025-10-09T22:51:02.581545] [INFO ] [sig ] Generating forecast for: TIXT [2025-10-09T22:51:02.581576] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TIXT' from 'https://tdm.silogroup.org/data/derivative_storage/TIXT.csv'. [2025-10-09T22:51:02.591607] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TIXT'. [2025-10-09T22:51:02.592063] [INFO ] [FORECASTER] Starting predict_future for TIXT [2025-10-09T22:51:02.619252] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:02.620078] [DEBUG] [LOCAL ] No optimal features file found for TIXT: ./output/feature-sets/TIXT.txt [2025-10-09T22:51:02.620134] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:02.620186] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:02.620217] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:02.620275] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:02.638243] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:02.639117] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:02.639208] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:02.639242] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:02.670519] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:02.670672] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:02.670735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:02.670770] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:02.674605] [DEBUG] [FORECASTER] TIXT: Forecast T+1@11:T+2@11: UP (p=62.56%) [2025-10-09T22:51:02.674945] [INFO ] [FORECASTER] Completed predict_future for TIXT [2025-10-09T22:51:02.675100] [INFO ] [sig ] TIXT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:02.827746] [INFO ] [LOCAL ] Saved forecast: TIXT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TIXT.txt [2025-10-09T22:51:02.828000] [WARN ] [sig ] [1948/2211] Failed TIXT after 0.2s | 5.42 sym/s | Total: 6.0m | ETA: 48.6s [2025-10-09T22:51:02.828079] [INFO ] [sig ] [1949/2211] Forecasting TJX... [2025-10-09T22:51:02.828118] [INFO ] [sig ] Generating forecast for: TJX [2025-10-09T22:51:02.828150] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TJX' from 'https://tdm.silogroup.org/data/derivative_storage/TJX.csv'. [2025-10-09T22:51:02.839325] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TJX'. [2025-10-09T22:51:02.839675] [INFO ] [FORECASTER] Starting predict_future for TJX [2025-10-09T22:51:02.867056] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:02.867835] [DEBUG] [LOCAL ] No optimal features file found for TJX: ./output/feature-sets/TJX.txt [2025-10-09T22:51:02.867891] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:02.867927] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:02.867956] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:02.868015] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:02.885959] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:02.886594] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:02.886703] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:02.886752] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:02.923707] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:02.923808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:02.923847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:02.923880] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:02.927663] [DEBUG] [FORECASTER] TJX: Forecast T+1@11:T+2@11: UP (p=66.81%) [2025-10-09T22:51:02.927972] [INFO ] [FORECASTER] Completed predict_future for TJX [2025-10-09T22:51:02.928110] [INFO ] [sig ] TJX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:03.076516] [INFO ] [LOCAL ] Saved forecast: TJX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TJX.txt [2025-10-09T22:51:03.076743] [WARN ] [sig ] [1949/2211] Failed TJX after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 48.4s [2025-10-09T22:51:03.076824] [INFO ] [sig ] [1950/2211] Forecasting TK... [2025-10-09T22:51:03.076864] [INFO ] [sig ] Generating forecast for: TK [2025-10-09T22:51:03.076898] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TK' from 'https://tdm.silogroup.org/data/derivative_storage/TK.csv'. [2025-10-09T22:51:03.086395] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TK'. [2025-10-09T22:51:03.086692] [INFO ] [FORECASTER] Starting predict_future for TK [2025-10-09T22:51:03.113206] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:03.113996] [DEBUG] [LOCAL ] No optimal features file found for TK: ./output/feature-sets/TK.txt [2025-10-09T22:51:03.114053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:03.114090] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:03.114119] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:03.114179] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:03.132813] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:03.133377] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:03.133463] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:03.133499] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:03.167233] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:03.167326] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:03.167363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:03.167393] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:03.170717] [DEBUG] [FORECASTER] TK: Forecast T+1@11:T+2@11: DOWN (p=26.06%) [2025-10-09T22:51:03.170995] [INFO ] [FORECASTER] Completed predict_future for TK [2025-10-09T22:51:03.171127] [INFO ] [sig ] TK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:03.316681] [INFO ] [LOCAL ] Saved forecast: TK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TK.txt [2025-10-09T22:51:03.316912] [WARN ] [sig ] [1950/2211] Failed TK after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 48.2s [2025-10-09T22:51:03.316991] [INFO ] [sig ] [1951/2211] Forecasting TKC... [2025-10-09T22:51:03.317031] [INFO ] [sig ] Generating forecast for: TKC [2025-10-09T22:51:03.317063] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TKC' from 'https://tdm.silogroup.org/data/derivative_storage/TKC.csv'. [2025-10-09T22:51:03.326709] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TKC'. [2025-10-09T22:51:03.326965] [INFO ] [FORECASTER] Starting predict_future for TKC [2025-10-09T22:51:03.353182] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:03.353931] [DEBUG] [LOCAL ] No optimal features file found for TKC: ./output/feature-sets/TKC.txt [2025-10-09T22:51:03.353988] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:03.354022] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:03.354052] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:03.354111] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:03.372992] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:03.373538] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:03.373621] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:03.373690] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:03.410470] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:03.410574] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:03.410610] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:03.410637] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:03.413722] [DEBUG] [FORECASTER] TKC: Forecast T+1@11:T+2@11: UP (p=96.63%) [2025-10-09T22:51:03.413987] [INFO ] [FORECASTER] Completed predict_future for TKC [2025-10-09T22:51:03.414110] [INFO ] [sig ] TKC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:03.565085] [INFO ] [LOCAL ] Saved forecast: TKC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TKC.txt [2025-10-09T22:51:03.565289] [WARN ] [sig ] [1951/2211] Failed TKC after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 48.0s [2025-10-09T22:51:03.565367] [INFO ] [sig ] [1952/2211] Forecasting TKO... [2025-10-09T22:51:03.565406] [INFO ] [sig ] Generating forecast for: TKO [2025-10-09T22:51:03.565437] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TKO' from 'https://tdm.silogroup.org/data/derivative_storage/TKO.csv'. [2025-10-09T22:51:03.575392] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TKO'. [2025-10-09T22:51:03.575687] [INFO ] [FORECASTER] Starting predict_future for TKO [2025-10-09T22:51:03.601550] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:03.602251] [DEBUG] [LOCAL ] No optimal features file found for TKO: ./output/feature-sets/TKO.txt [2025-10-09T22:51:03.602306] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:03.602338] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:03.602366] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:03.602421] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:03.619863] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:03.620416] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:03.620521] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:03.620575] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:03.656734] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:03.656816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:03.656850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:03.656878] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:03.660006] [DEBUG] [FORECASTER] TKO: Forecast T+1@11:T+2@11: DOWN (p=5.87%) [2025-10-09T22:51:03.660263] [INFO ] [FORECASTER] Completed predict_future for TKO [2025-10-09T22:51:03.660388] [INFO ] [sig ] TKO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:03.805278] [INFO ] [LOCAL ] Saved forecast: TKO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TKO.txt [2025-10-09T22:51:03.805497] [WARN ] [sig ] [1952/2211] Failed TKO after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 47.9s [2025-10-09T22:51:03.805572] [INFO ] [sig ] [1953/2211] Forecasting TKR... [2025-10-09T22:51:03.805611] [INFO ] [sig ] Generating forecast for: TKR [2025-10-09T22:51:03.805665] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TKR' from 'https://tdm.silogroup.org/data/derivative_storage/TKR.csv'. [2025-10-09T22:51:03.815444] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TKR'. [2025-10-09T22:51:03.815759] [INFO ] [FORECASTER] Starting predict_future for TKR [2025-10-09T22:51:03.841177] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:03.841947] [DEBUG] [LOCAL ] No optimal features file found for TKR: ./output/feature-sets/TKR.txt [2025-10-09T22:51:03.842002] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:03.842034] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:03.842060] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:03.842115] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:03.859989] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:03.860521] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:03.860603] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:03.860637] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:03.895486] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:03.895602] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:03.895680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:03.895727] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:03.898973] [DEBUG] [FORECASTER] TKR: Forecast T+1@11:T+2@11: UP (p=65.06%) [2025-10-09T22:51:03.899244] [INFO ] [FORECASTER] Completed predict_future for TKR [2025-10-09T22:51:03.899374] [INFO ] [sig ] TKR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:04.046546] [INFO ] [LOCAL ] Saved forecast: TKR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TKR.txt [2025-10-09T22:51:04.046795] [WARN ] [sig ] [1953/2211] Failed TKR after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 47.7s [2025-10-09T22:51:04.046878] [INFO ] [sig ] [1954/2211] Forecasting TLK... [2025-10-09T22:51:04.046918] [INFO ] [sig ] Generating forecast for: TLK [2025-10-09T22:51:04.046951] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TLK' from 'https://tdm.silogroup.org/data/derivative_storage/TLK.csv'. [2025-10-09T22:51:04.056351] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TLK'. [2025-10-09T22:51:04.056630] [INFO ] [FORECASTER] Starting predict_future for TLK [2025-10-09T22:51:04.083085] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:04.083973] [DEBUG] [LOCAL ] No optimal features file found for TLK: ./output/feature-sets/TLK.txt [2025-10-09T22:51:04.084031] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:04.084066] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:04.084094] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:04.084154] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:04.103010] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:04.103762] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:04.103851] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:04.103887] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:04.130982] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:04.131108] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:04.131146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:04.131176] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:04.134584] [DEBUG] [FORECASTER] TLK: Forecast T+1@11:T+2@11: DOWN (p=2.88%) [2025-10-09T22:51:04.134910] [INFO ] [FORECASTER] Completed predict_future for TLK [2025-10-09T22:51:04.135046] [INFO ] [sig ] TLK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:04.286775] [INFO ] [LOCAL ] Saved forecast: TLK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TLK.txt [2025-10-09T22:51:04.287273] [WARN ] [sig ] [1954/2211] Failed TLK after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 47.5s [2025-10-09T22:51:04.287354] [INFO ] [sig ] [1955/2211] Forecasting TLYS... [2025-10-09T22:51:04.287431] [INFO ] [sig ] Generating forecast for: TLYS [2025-10-09T22:51:04.287472] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TLYS' from 'https://tdm.silogroup.org/data/derivative_storage/TLYS.csv'. [2025-10-09T22:51:04.299413] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TLYS'. [2025-10-09T22:51:04.299763] [INFO ] [FORECASTER] Starting predict_future for TLYS [2025-10-09T22:51:04.326114] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:04.326923] [DEBUG] [LOCAL ] No optimal features file found for TLYS: ./output/feature-sets/TLYS.txt [2025-10-09T22:51:04.326979] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:04.327012] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:04.327079] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:04.327159] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:04.345598] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:04.346266] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:04.346357] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:04.346392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:04.380062] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:04.380149] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:04.380186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:04.380215] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:04.383450] [DEBUG] [FORECASTER] TLYS: Forecast T+1@11:T+2@11: UP (p=74.85%) [2025-10-09T22:51:04.383794] [INFO ] [FORECASTER] Completed predict_future for TLYS [2025-10-09T22:51:04.383932] [INFO ] [sig ] TLYS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:04.528776] [INFO ] [LOCAL ] Saved forecast: TLYS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TLYS.txt [2025-10-09T22:51:04.529007] [WARN ] [sig ] [1955/2211] Failed TLYS after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 47.3s [2025-10-09T22:51:04.529083] [INFO ] [sig ] [1956/2211] Forecasting TM... [2025-10-09T22:51:04.529124] [INFO ] [sig ] Generating forecast for: TM [2025-10-09T22:51:04.529157] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TM' from 'https://tdm.silogroup.org/data/derivative_storage/TM.csv'. [2025-10-09T22:51:04.539742] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TM'. [2025-10-09T22:51:04.540063] [INFO ] [FORECASTER] Starting predict_future for TM [2025-10-09T22:51:04.565078] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:04.565827] [DEBUG] [LOCAL ] No optimal features file found for TM: ./output/feature-sets/TM.txt [2025-10-09T22:51:04.565881] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:04.565916] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:04.565944] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:04.566004] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:04.583232] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:04.583835] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:04.583920] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:04.583953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:04.610821] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:04.610924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:04.610960] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:04.610988] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:04.614175] [DEBUG] [FORECASTER] TM: Forecast T+1@11:T+2@11: DOWN (p=37.15%) [2025-10-09T22:51:04.614439] [INFO ] [FORECASTER] Completed predict_future for TM [2025-10-09T22:51:04.614566] [INFO ] [sig ] TM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:04.756031] [INFO ] [LOCAL ] Saved forecast: TM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TM.txt [2025-10-09T22:51:04.756232] [WARN ] [sig ] [1956/2211] Failed TM after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 47.1s [2025-10-09T22:51:04.756309] [INFO ] [sig ] [1957/2211] Forecasting TME... [2025-10-09T22:51:04.756348] [INFO ] [sig ] Generating forecast for: TME [2025-10-09T22:51:04.756380] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TME' from 'https://tdm.silogroup.org/data/derivative_storage/TME.csv'. [2025-10-09T22:51:04.766033] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TME'. [2025-10-09T22:51:04.766322] [INFO ] [FORECASTER] Starting predict_future for TME [2025-10-09T22:51:04.791423] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:04.792165] [DEBUG] [LOCAL ] No optimal features file found for TME: ./output/feature-sets/TME.txt [2025-10-09T22:51:04.792219] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:04.792251] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:04.792279] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:04.792334] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:04.809847] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:04.810395] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:04.810476] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:04.810508] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:04.840202] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:04.840298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:04.840335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:04.840363] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:04.843538] [DEBUG] [FORECASTER] TME: Forecast T+1@11:T+2@11: DOWN (p=22.36%) [2025-10-09T22:51:04.843838] [INFO ] [FORECASTER] Completed predict_future for TME [2025-10-09T22:51:04.843971] [INFO ] [sig ] TME: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:04.989613] [INFO ] [LOCAL ] Saved forecast: TME 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TME.txt [2025-10-09T22:51:04.989942] [WARN ] [sig ] [1957/2211] Failed TME after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 47.0s [2025-10-09T22:51:04.990024] [INFO ] [sig ] [1958/2211] Forecasting TMHC... [2025-10-09T22:51:04.990064] [INFO ] [sig ] Generating forecast for: TMHC [2025-10-09T22:51:04.990096] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TMHC' from 'https://tdm.silogroup.org/data/derivative_storage/TMHC.csv'. [2025-10-09T22:51:05.001247] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TMHC'. [2025-10-09T22:51:05.001587] [INFO ] [FORECASTER] Starting predict_future for TMHC [2025-10-09T22:51:05.028092] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:05.028899] [DEBUG] [LOCAL ] No optimal features file found for TMHC: ./output/feature-sets/TMHC.txt [2025-10-09T22:51:05.028954] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:05.028988] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:05.029067] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:05.029134] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:05.046772] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:05.047311] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:05.047395] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:05.047429] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:05.081355] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:05.081460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:05.081499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:05.081528] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:05.084841] [DEBUG] [FORECASTER] TMHC: Forecast T+1@11:T+2@11: DOWN (p=21.15%) [2025-10-09T22:51:05.085106] [INFO ] [FORECASTER] Completed predict_future for TMHC [2025-10-09T22:51:05.085232] [INFO ] [sig ] TMHC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:05.227665] [INFO ] [LOCAL ] Saved forecast: TMHC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TMHC.txt [2025-10-09T22:51:05.227908] [WARN ] [sig ] [1958/2211] Failed TMHC after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 46.8s [2025-10-09T22:51:05.227985] [INFO ] [sig ] [1959/2211] Forecasting TMO... [2025-10-09T22:51:05.228024] [INFO ] [sig ] Generating forecast for: TMO [2025-10-09T22:51:05.228054] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TMO' from 'https://tdm.silogroup.org/data/derivative_storage/TMO.csv'. [2025-10-09T22:51:05.237692] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TMO'. [2025-10-09T22:51:05.237961] [INFO ] [FORECASTER] Starting predict_future for TMO [2025-10-09T22:51:05.263043] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:05.263750] [DEBUG] [LOCAL ] No optimal features file found for TMO: ./output/feature-sets/TMO.txt [2025-10-09T22:51:05.263810] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:05.263843] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:05.263871] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:05.263928] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:05.281433] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:05.282033] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:05.282113] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:05.282146] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:05.314813] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:05.314892] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:05.314926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:05.314955] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:05.318038] [DEBUG] [FORECASTER] TMO: Forecast T+1@11:T+2@11: UP (p=88.17%) [2025-10-09T22:51:05.318301] [INFO ] [FORECASTER] Completed predict_future for TMO [2025-10-09T22:51:05.318424] [INFO ] [sig ] TMO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:05.461573] [INFO ] [LOCAL ] Saved forecast: TMO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TMO.txt [2025-10-09T22:51:05.461874] [WARN ] [sig ] [1959/2211] Failed TMO after 0.2s | 5.41 sym/s | Total: 6.0m | ETA: 46.6s [2025-10-09T22:51:05.461954] [INFO ] [sig ] [1960/2211] Forecasting TNC... [2025-10-09T22:51:05.461994] [INFO ] [sig ] Generating forecast for: TNC [2025-10-09T22:51:05.462025] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNC' from 'https://tdm.silogroup.org/data/derivative_storage/TNC.csv'. [2025-10-09T22:51:05.471837] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TNC'. [2025-10-09T22:51:05.472113] [INFO ] [FORECASTER] Starting predict_future for TNC [2025-10-09T22:51:05.497730] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:05.498465] [DEBUG] [LOCAL ] No optimal features file found for TNC: ./output/feature-sets/TNC.txt [2025-10-09T22:51:05.498518] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:05.498550] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:05.498578] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:05.498634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:05.516409] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:05.517078] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:05.517163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:05.517197] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:05.551069] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:05.551175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:05.551231] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:05.551262] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:05.554745] [DEBUG] [FORECASTER] TNC: Forecast T+1@11:T+2@11: DOWN (p=38.94%) [2025-10-09T22:51:05.555039] [INFO ] [FORECASTER] Completed predict_future for TNC [2025-10-09T22:51:05.555177] [INFO ] [sig ] TNC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:05.713816] [INFO ] [LOCAL ] Saved forecast: TNC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TNC.txt [2025-10-09T22:51:05.714179] [WARN ] [sig ] [1960/2211] Failed TNC after 0.3s | 5.41 sym/s | Total: 6.0m | ETA: 46.4s [2025-10-09T22:51:05.714261] [INFO ] [sig ] [1961/2211] Forecasting TNET... [2025-10-09T22:51:05.714300] [INFO ] [sig ] Generating forecast for: TNET [2025-10-09T22:51:05.714331] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNET' from 'https://tdm.silogroup.org/data/derivative_storage/TNET.csv'. [2025-10-09T22:51:05.725280] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TNET'. [2025-10-09T22:51:05.725569] [INFO ] [FORECASTER] Starting predict_future for TNET [2025-10-09T22:51:05.753170] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:05.754016] [DEBUG] [LOCAL ] No optimal features file found for TNET: ./output/feature-sets/TNET.txt [2025-10-09T22:51:05.754076] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:05.754110] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:05.754138] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:05.754194] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:05.773033] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:05.773833] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:05.773920] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:05.773956] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:05.814586] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:05.814800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:05.814854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:05.814887] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:05.818987] [DEBUG] [FORECASTER] TNET: Forecast T+1@11:T+2@11: UP (p=97.02%) [2025-10-09T22:51:05.819380] [INFO ] [FORECASTER] Completed predict_future for TNET [2025-10-09T22:51:05.819530] [INFO ] [sig ] TNET: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:05.975896] [INFO ] [LOCAL ] Saved forecast: TNET 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TNET.txt [2025-10-09T22:51:05.976157] [WARN ] [sig ] [1961/2211] Failed TNET after 0.3s | 5.40 sym/s | Total: 6.0m | ETA: 46.3s [2025-10-09T22:51:05.976243] [INFO ] [sig ] [1962/2211] Forecasting TNK... [2025-10-09T22:51:05.976283] [INFO ] [sig ] Generating forecast for: TNK [2025-10-09T22:51:05.976315] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNK' from 'https://tdm.silogroup.org/data/derivative_storage/TNK.csv'. [2025-10-09T22:51:05.985925] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TNK'. [2025-10-09T22:51:05.986211] [INFO ] [FORECASTER] Starting predict_future for TNK [2025-10-09T22:51:06.011539] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:06.012349] [DEBUG] [LOCAL ] No optimal features file found for TNK: ./output/feature-sets/TNK.txt [2025-10-09T22:51:06.012408] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:06.012442] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:06.012490] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:06.012549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:06.029865] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:06.030414] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:06.030496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:06.030529] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:06.056138] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:06.056235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:06.056271] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:06.056300] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:06.059488] [DEBUG] [FORECASTER] TNK: Forecast T+1@11:T+2@11: DOWN (p=21.17%) [2025-10-09T22:51:06.059806] [INFO ] [FORECASTER] Completed predict_future for TNK [2025-10-09T22:51:06.059936] [INFO ] [sig ] TNK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:06.206787] [INFO ] [LOCAL ] Saved forecast: TNK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TNK.txt [2025-10-09T22:51:06.207006] [WARN ] [sig ] [1962/2211] Failed TNK after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 46.1s [2025-10-09T22:51:06.207082] [INFO ] [sig ] [1963/2211] Forecasting TNL... [2025-10-09T22:51:06.207121] [INFO ] [sig ] Generating forecast for: TNL [2025-10-09T22:51:06.207153] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TNL' from 'https://tdm.silogroup.org/data/derivative_storage/TNL.csv'. [2025-10-09T22:51:06.216428] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TNL'. [2025-10-09T22:51:06.216747] [INFO ] [FORECASTER] Starting predict_future for TNL [2025-10-09T22:51:06.242766] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:06.243577] [DEBUG] [LOCAL ] No optimal features file found for TNL: ./output/feature-sets/TNL.txt [2025-10-09T22:51:06.243635] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:06.243711] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:06.243747] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:06.243806] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:06.261962] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:06.262525] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:06.262608] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:06.262665] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:06.290118] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:06.290226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:06.290262] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:06.290293] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:06.293606] [DEBUG] [FORECASTER] TNL: Forecast T+1@11:T+2@11: UP (p=60.32%) [2025-10-09T22:51:06.293917] [INFO ] [FORECASTER] Completed predict_future for TNL [2025-10-09T22:51:06.294049] [INFO ] [sig ] TNL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:06.445038] [INFO ] [LOCAL ] Saved forecast: TNL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TNL.txt [2025-10-09T22:51:06.445321] [WARN ] [sig ] [1963/2211] Failed TNL after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 45.9s [2025-10-09T22:51:06.445406] [INFO ] [sig ] [1964/2211] Forecasting TOL... [2025-10-09T22:51:06.445447] [INFO ] [sig ] Generating forecast for: TOL [2025-10-09T22:51:06.445481] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TOL' from 'https://tdm.silogroup.org/data/derivative_storage/TOL.csv'. [2025-10-09T22:51:06.455735] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TOL'. [2025-10-09T22:51:06.456088] [INFO ] [FORECASTER] Starting predict_future for TOL [2025-10-09T22:51:06.484193] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:06.485048] [DEBUG] [LOCAL ] No optimal features file found for TOL: ./output/feature-sets/TOL.txt [2025-10-09T22:51:06.485104] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:06.485138] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:06.485165] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:06.485221] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:06.502428] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:06.503076] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:06.503182] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:06.503235] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:06.539730] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:06.539806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:06.539844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:06.539871] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:06.542882] [DEBUG] [FORECASTER] TOL: Forecast T+1@11:T+2@11: DOWN (p=27.54%) [2025-10-09T22:51:06.543134] [INFO ] [FORECASTER] Completed predict_future for TOL [2025-10-09T22:51:06.543289] [INFO ] [sig ] TOL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:06.685022] [INFO ] [LOCAL ] Saved forecast: TOL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TOL.txt [2025-10-09T22:51:06.685248] [WARN ] [sig ] [1964/2211] Failed TOL after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 45.7s [2025-10-09T22:51:06.685322] [INFO ] [sig ] [1965/2211] Forecasting TOST... [2025-10-09T22:51:06.685360] [INFO ] [sig ] Generating forecast for: TOST [2025-10-09T22:51:06.685391] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TOST' from 'https://tdm.silogroup.org/data/derivative_storage/TOST.csv'. [2025-10-09T22:51:06.694702] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TOST'. [2025-10-09T22:51:06.694971] [INFO ] [FORECASTER] Starting predict_future for TOST [2025-10-09T22:51:06.720261] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:06.721027] [DEBUG] [LOCAL ] No optimal features file found for TOST: ./output/feature-sets/TOST.txt [2025-10-09T22:51:06.721083] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:06.721117] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:06.721145] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:06.721201] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:06.738596] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:06.739342] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:06.739424] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:06.739458] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:06.774409] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:06.774486] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:06.774521] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:06.774550] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:06.777590] [DEBUG] [FORECASTER] TOST: Forecast T+1@11:T+2@11: UP (p=55.72%) [2025-10-09T22:51:06.777898] [INFO ] [FORECASTER] Completed predict_future for TOST [2025-10-09T22:51:06.778037] [INFO ] [sig ] TOST: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:06.919026] [INFO ] [LOCAL ] Saved forecast: TOST 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TOST.txt [2025-10-09T22:51:06.919269] [WARN ] [sig ] [1965/2211] Failed TOST after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 45.5s [2025-10-09T22:51:06.919347] [INFO ] [sig ] [1966/2211] Forecasting TPB... [2025-10-09T22:51:06.919386] [INFO ] [sig ] Generating forecast for: TPB [2025-10-09T22:51:06.919417] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPB' from 'https://tdm.silogroup.org/data/derivative_storage/TPB.csv'. [2025-10-09T22:51:06.928550] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TPB'. [2025-10-09T22:51:06.928839] [INFO ] [FORECASTER] Starting predict_future for TPB [2025-10-09T22:51:06.954002] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:06.954798] [DEBUG] [LOCAL ] No optimal features file found for TPB: ./output/feature-sets/TPB.txt [2025-10-09T22:51:06.954856] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:06.954890] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:06.954917] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:06.954973] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:06.972467] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:06.973060] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:06.973146] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:06.973179] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:07.008605] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:07.008711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:07.008757] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:07.008786] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:07.011835] [DEBUG] [FORECASTER] TPB: Forecast T+1@11:T+2@11: DOWN (p=1.92%) [2025-10-09T22:51:07.012094] [INFO ] [FORECASTER] Completed predict_future for TPB [2025-10-09T22:51:07.012225] [INFO ] [sig ] TPB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:07.153831] [INFO ] [LOCAL ] Saved forecast: TPB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TPB.txt [2025-10-09T22:51:07.154046] [WARN ] [sig ] [1966/2211] Failed TPB after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 45.4s [2025-10-09T22:51:07.154120] [INFO ] [sig ] [1967/2211] Forecasting TPC... [2025-10-09T22:51:07.154159] [INFO ] [sig ] Generating forecast for: TPC [2025-10-09T22:51:07.154189] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPC' from 'https://tdm.silogroup.org/data/derivative_storage/TPC.csv'. [2025-10-09T22:51:07.167315] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TPC'. [2025-10-09T22:51:07.167670] [INFO ] [FORECASTER] Starting predict_future for TPC [2025-10-09T22:51:07.194171] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:07.194916] [DEBUG] [LOCAL ] No optimal features file found for TPC: ./output/feature-sets/TPC.txt [2025-10-09T22:51:07.194971] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:07.195004] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:07.195030] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:07.195085] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:07.212662] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:07.213317] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:07.213402] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:07.213435] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:07.253897] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:07.254019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:07.254076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:07.254106] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:07.257478] [DEBUG] [FORECASTER] TPC: Forecast T+1@11:T+2@11: DOWN (p=34.01%) [2025-10-09T22:51:07.257814] [INFO ] [FORECASTER] Completed predict_future for TPC [2025-10-09T22:51:07.257947] [INFO ] [sig ] TPC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:07.402692] [INFO ] [LOCAL ] Saved forecast: TPC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TPC.txt [2025-10-09T22:51:07.402923] [WARN ] [sig ] [1967/2211] Failed TPC after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 45.2s [2025-10-09T22:51:07.402996] [INFO ] [sig ] [1968/2211] Forecasting TPH... [2025-10-09T22:51:07.403037] [INFO ] [sig ] Generating forecast for: TPH [2025-10-09T22:51:07.403068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPH' from 'https://tdm.silogroup.org/data/derivative_storage/TPH.csv'. [2025-10-09T22:51:07.412670] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TPH'. [2025-10-09T22:51:07.412955] [INFO ] [FORECASTER] Starting predict_future for TPH [2025-10-09T22:51:07.438961] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:07.439630] [DEBUG] [LOCAL ] No optimal features file found for TPH: ./output/feature-sets/TPH.txt [2025-10-09T22:51:07.439710] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:07.439748] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:07.439776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:07.439844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:07.457320] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:07.457922] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:07.458007] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:07.458040] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:07.491683] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:07.491801] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:07.491837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:07.491869] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:07.498268] [DEBUG] [FORECASTER] TPH: Forecast T+1@11:T+2@11: DOWN (p=33.87%) [2025-10-09T22:51:07.498532] [INFO ] [FORECASTER] Completed predict_future for TPH [2025-10-09T22:51:07.498686] [INFO ] [sig ] TPH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:07.640261] [INFO ] [LOCAL ] Saved forecast: TPH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TPH.txt [2025-10-09T22:51:07.640448] [WARN ] [sig ] [1968/2211] Failed TPH after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 45.0s [2025-10-09T22:51:07.640521] [INFO ] [sig ] [1969/2211] Forecasting TPL... [2025-10-09T22:51:07.640560] [INFO ] [sig ] Generating forecast for: TPL [2025-10-09T22:51:07.640591] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPL' from 'https://tdm.silogroup.org/data/derivative_storage/TPL.csv'. [2025-10-09T22:51:07.649942] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TPL'. [2025-10-09T22:51:07.650206] [INFO ] [FORECASTER] Starting predict_future for TPL [2025-10-09T22:51:07.675865] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:07.676562] [DEBUG] [LOCAL ] No optimal features file found for TPL: ./output/feature-sets/TPL.txt [2025-10-09T22:51:07.676616] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:07.676677] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:07.676724] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:07.676800] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:07.694065] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:07.694587] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:07.694687] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:07.694740] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:07.727432] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:07.727508] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:07.727542] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:07.727570] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:07.730611] [DEBUG] [FORECASTER] TPL: Forecast T+1@11:T+2@11: UP (p=56.95%) [2025-10-09T22:51:07.730897] [INFO ] [FORECASTER] Completed predict_future for TPL [2025-10-09T22:51:07.731024] [INFO ] [sig ] TPL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:07.873099] [INFO ] [LOCAL ] Saved forecast: TPL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TPL.txt [2025-10-09T22:51:07.873306] [WARN ] [sig ] [1969/2211] Failed TPL after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 44.8s [2025-10-09T22:51:07.873380] [INFO ] [sig ] [1970/2211] Forecasting TPR... [2025-10-09T22:51:07.873419] [INFO ] [sig ] Generating forecast for: TPR [2025-10-09T22:51:07.873451] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPR' from 'https://tdm.silogroup.org/data/derivative_storage/TPR.csv'. [2025-10-09T22:51:07.883177] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TPR'. [2025-10-09T22:51:07.883449] [INFO ] [FORECASTER] Starting predict_future for TPR [2025-10-09T22:51:07.913135] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:07.913936] [DEBUG] [LOCAL ] No optimal features file found for TPR: ./output/feature-sets/TPR.txt [2025-10-09T22:51:07.913995] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:07.914037] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:07.914090] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:07.914150] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:07.931596] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:07.932183] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:07.932266] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:07.932300] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:07.969353] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:07.969433] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:07.969469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:07.969496] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:07.972544] [DEBUG] [FORECASTER] TPR: Forecast T+1@11:T+2@11: DOWN (p=28.25%) [2025-10-09T22:51:07.972833] [INFO ] [FORECASTER] Completed predict_future for TPR [2025-10-09T22:51:07.972969] [INFO ] [sig ] TPR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:08.116046] [INFO ] [LOCAL ] Saved forecast: TPR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TPR.txt [2025-10-09T22:51:08.116329] [WARN ] [sig ] [1970/2211] Failed TPR after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 44.6s [2025-10-09T22:51:08.116414] [INFO ] [sig ] [1971/2211] Forecasting TPVG... [2025-10-09T22:51:08.116455] [INFO ] [sig ] Generating forecast for: TPVG [2025-10-09T22:51:08.116486] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPVG' from 'https://tdm.silogroup.org/data/derivative_storage/TPVG.csv'. [2025-10-09T22:51:08.128257] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TPVG'. [2025-10-09T22:51:08.128768] [INFO ] [FORECASTER] Starting predict_future for TPVG [2025-10-09T22:51:08.157051] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:08.158008] [DEBUG] [LOCAL ] No optimal features file found for TPVG: ./output/feature-sets/TPVG.txt [2025-10-09T22:51:08.158069] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:08.158104] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:08.158133] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:08.158192] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:08.177080] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:08.178148] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:08.178248] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:08.178285] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:08.216837] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:08.217025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:08.217070] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:08.217102] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:08.220976] [DEBUG] [FORECASTER] TPVG: Forecast T+1@11:T+2@11: DOWN (p=43.11%) [2025-10-09T22:51:08.221268] [INFO ] [FORECASTER] Completed predict_future for TPVG [2025-10-09T22:51:08.221405] [INFO ] [sig ] TPVG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:08.370023] [INFO ] [LOCAL ] Saved forecast: TPVG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TPVG.txt [2025-10-09T22:51:08.370263] [WARN ] [sig ] [1971/2211] Failed TPVG after 0.3s | 5.40 sym/s | Total: 6.1m | ETA: 44.5s [2025-10-09T22:51:08.370341] [INFO ] [sig ] [1972/2211] Forecasting TPYP... [2025-10-09T22:51:08.370380] [INFO ] [sig ] Generating forecast for: TPYP [2025-10-09T22:51:08.370430] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPYP' from 'https://tdm.silogroup.org/data/derivative_storage/TPYP.csv'. [2025-10-09T22:51:08.380211] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TPYP'. [2025-10-09T22:51:08.380478] [INFO ] [FORECASTER] Starting predict_future for TPYP [2025-10-09T22:51:08.405777] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:08.406520] [DEBUG] [LOCAL ] No optimal features file found for TPYP: ./output/feature-sets/TPYP.txt [2025-10-09T22:51:08.406579] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:08.406613] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:08.406661] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:08.406745] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:08.424049] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:08.424617] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:08.424726] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:08.424769] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:08.460446] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:08.460573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:08.460611] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:08.460664] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:08.464005] [DEBUG] [FORECASTER] TPYP: Forecast T+1@11:T+2@11: DOWN (p=30.78%) [2025-10-09T22:51:08.464281] [INFO ] [FORECASTER] Completed predict_future for TPYP [2025-10-09T22:51:08.464414] [INFO ] [sig ] TPYP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:08.606798] [INFO ] [LOCAL ] Saved forecast: TPYP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TPYP.txt [2025-10-09T22:51:08.607054] [WARN ] [sig ] [1972/2211] Failed TPYP after 0.2s | 5.40 sym/s | Total: 6.1m | ETA: 44.3s [2025-10-09T22:51:08.607132] [INFO ] [sig ] [1973/2211] Forecasting TPZ... [2025-10-09T22:51:08.607171] [INFO ] [sig ] Generating forecast for: TPZ [2025-10-09T22:51:08.607202] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TPZ' from 'https://tdm.silogroup.org/data/derivative_storage/TPZ.csv'. [2025-10-09T22:51:08.616855] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'TPZ'. [2025-10-09T22:51:08.617168] [INFO ] [FORECASTER] Starting predict_future for TPZ [2025-10-09T22:51:08.642740] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:08.643475] [DEBUG] [LOCAL ] No optimal features file found for TPZ: ./output/feature-sets/TPZ.txt [2025-10-09T22:51:08.643529] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:08.643563] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:08.643591] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:08.643669] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:08.660935] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:08.661514] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:08.661605] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:08.661638] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:08.697144] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:08.697319] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:08.697361] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:08.697389] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:08.700955] [DEBUG] [FORECASTER] TPZ: Forecast T+1@11:T+2@11: UP (p=59.07%) [2025-10-09T22:51:08.701259] [INFO ] [FORECASTER] Completed predict_future for TPZ [2025-10-09T22:51:08.701399] [INFO ] [sig ] TPZ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:08.848015] [INFO ] [LOCAL ] Saved forecast: TPZ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TPZ.txt [2025-10-09T22:51:08.848309] [WARN ] [sig ] [1973/2211] Failed TPZ after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 44.1s [2025-10-09T22:51:08.848394] [INFO ] [sig ] [1974/2211] Forecasting TR... [2025-10-09T22:51:08.848434] [INFO ] [sig ] Generating forecast for: TR [2025-10-09T22:51:08.848466] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TR' from 'https://tdm.silogroup.org/data/derivative_storage/TR.csv'. [2025-10-09T22:51:08.858936] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TR'. [2025-10-09T22:51:08.859266] [INFO ] [FORECASTER] Starting predict_future for TR [2025-10-09T22:51:08.885350] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:08.886148] [DEBUG] [LOCAL ] No optimal features file found for TR: ./output/feature-sets/TR.txt [2025-10-09T22:51:08.886203] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:08.886236] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:08.886263] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:08.886321] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:08.903448] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:08.904222] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:08.904312] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:08.904349] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:08.939930] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:08.940104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:08.940169] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:08.940200] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:08.943802] [DEBUG] [FORECASTER] TR: Forecast T+1@11:T+2@11: UP (p=78.61%) [2025-10-09T22:51:08.944114] [INFO ] [FORECASTER] Completed predict_future for TR [2025-10-09T22:51:08.944260] [INFO ] [sig ] TR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:09.086532] [INFO ] [LOCAL ] Saved forecast: TR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TR.txt [2025-10-09T22:51:09.086820] [WARN ] [sig ] [1974/2211] Failed TR after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 43.9s [2025-10-09T22:51:09.086914] [INFO ] [sig ] [1975/2211] Forecasting TRAK... [2025-10-09T22:51:09.086969] [INFO ] [sig ] Generating forecast for: TRAK [2025-10-09T22:51:09.087003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRAK' from 'https://tdm.silogroup.org/data/derivative_storage/TRAK.csv'. [2025-10-09T22:51:09.096562] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRAK'. [2025-10-09T22:51:09.096937] [INFO ] [FORECASTER] Starting predict_future for TRAK [2025-10-09T22:51:09.122533] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:09.123336] [DEBUG] [LOCAL ] No optimal features file found for TRAK: ./output/feature-sets/TRAK.txt [2025-10-09T22:51:09.123393] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:09.123427] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:09.123454] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:09.123568] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:09.141038] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:09.142024] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:09.142310] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:09.142344] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:09.179080] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:09.179258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:09.179301] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:09.179331] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:09.182917] [DEBUG] [FORECASTER] TRAK: Forecast T+1@11:T+2@11: UP (p=50.06%) [2025-10-09T22:51:09.183217] [INFO ] [FORECASTER] Completed predict_future for TRAK [2025-10-09T22:51:09.183361] [INFO ] [sig ] TRAK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:09.327594] [INFO ] [LOCAL ] Saved forecast: TRAK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TRAK.txt [2025-10-09T22:51:09.327924] [WARN ] [sig ] [1975/2211] Failed TRAK after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 43.8s [2025-10-09T22:51:09.328008] [INFO ] [sig ] [1976/2211] Forecasting TRC... [2025-10-09T22:51:09.328051] [INFO ] [sig ] Generating forecast for: TRC [2025-10-09T22:51:09.328084] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRC' from 'https://tdm.silogroup.org/data/derivative_storage/TRC.csv'. [2025-10-09T22:51:09.338809] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRC'. [2025-10-09T22:51:09.339121] [INFO ] [FORECASTER] Starting predict_future for TRC [2025-10-09T22:51:09.364827] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:09.365602] [DEBUG] [LOCAL ] No optimal features file found for TRC: ./output/feature-sets/TRC.txt [2025-10-09T22:51:09.365682] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:09.365731] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:09.365762] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:09.365838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:09.383264] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:09.383929] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:09.384014] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:09.384048] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:09.419339] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:09.419445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:09.419482] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:09.419511] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:09.422758] [DEBUG] [FORECASTER] TRC: Forecast T+1@11:T+2@11: UP (p=61.96%) [2025-10-09T22:51:09.423036] [INFO ] [FORECASTER] Completed predict_future for TRC [2025-10-09T22:51:09.423165] [INFO ] [sig ] TRC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:09.570219] [INFO ] [LOCAL ] Saved forecast: TRC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TRC.txt [2025-10-09T22:51:09.570501] [WARN ] [sig ] [1976/2211] Failed TRC after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 43.6s [2025-10-09T22:51:09.570583] [INFO ] [sig ] [1977/2211] Forecasting TREX... [2025-10-09T22:51:09.570622] [INFO ] [sig ] Generating forecast for: TREX [2025-10-09T22:51:09.570687] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TREX' from 'https://tdm.silogroup.org/data/derivative_storage/TREX.csv'. [2025-10-09T22:51:09.581380] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TREX'. [2025-10-09T22:51:09.581721] [INFO ] [FORECASTER] Starting predict_future for TREX [2025-10-09T22:51:09.607276] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:09.608085] [DEBUG] [LOCAL ] No optimal features file found for TREX: ./output/feature-sets/TREX.txt [2025-10-09T22:51:09.608141] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:09.608174] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:09.608201] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:09.608258] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:09.625577] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:09.626217] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:09.626301] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:09.626334] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:09.663322] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:09.663456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:09.663495] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:09.663524] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:09.666923] [DEBUG] [FORECASTER] TREX: Forecast T+1@11:T+2@11: UP (p=90.15%) [2025-10-09T22:51:09.667209] [INFO ] [FORECASTER] Completed predict_future for TREX [2025-10-09T22:51:09.667345] [INFO ] [sig ] TREX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:09.811619] [INFO ] [LOCAL ] Saved forecast: TREX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TREX.txt [2025-10-09T22:51:09.811915] [WARN ] [sig ] [1977/2211] Failed TREX after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 43.4s [2025-10-09T22:51:09.811995] [INFO ] [sig ] [1978/2211] Forecasting TRGP... [2025-10-09T22:51:09.812036] [INFO ] [sig ] Generating forecast for: TRGP [2025-10-09T22:51:09.812067] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRGP' from 'https://tdm.silogroup.org/data/derivative_storage/TRGP.csv'. [2025-10-09T22:51:09.822234] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRGP'. [2025-10-09T22:51:09.822710] [INFO ] [FORECASTER] Starting predict_future for TRGP [2025-10-09T22:51:09.848005] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:09.848784] [DEBUG] [LOCAL ] No optimal features file found for TRGP: ./output/feature-sets/TRGP.txt [2025-10-09T22:51:09.848840] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:09.848873] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:09.848903] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:09.848961] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:09.866266] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:09.866974] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:09.867061] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:09.867095] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:09.902999] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:09.903132] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:09.903172] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:09.903201] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:09.906529] [DEBUG] [FORECASTER] TRGP: Forecast T+1@11:T+2@11: UP (p=91.91%) [2025-10-09T22:51:09.907261] [INFO ] [FORECASTER] Completed predict_future for TRGP [2025-10-09T22:51:09.907397] [INFO ] [sig ] TRGP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:10.049774] [INFO ] [LOCAL ] Saved forecast: TRGP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TRGP.txt [2025-10-09T22:51:10.049992] [WARN ] [sig ] [1978/2211] Failed TRGP after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 43.2s [2025-10-09T22:51:10.050069] [INFO ] [sig ] [1979/2211] Forecasting TRN... [2025-10-09T22:51:10.050108] [INFO ] [sig ] Generating forecast for: TRN [2025-10-09T22:51:10.050139] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRN' from 'https://tdm.silogroup.org/data/derivative_storage/TRN.csv'. [2025-10-09T22:51:10.060058] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRN'. [2025-10-09T22:51:10.060359] [INFO ] [FORECASTER] Starting predict_future for TRN [2025-10-09T22:51:10.085711] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:10.086434] [DEBUG] [LOCAL ] No optimal features file found for TRN: ./output/feature-sets/TRN.txt [2025-10-09T22:51:10.086489] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:10.086522] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:10.086550] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:10.086606] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:10.103903] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:10.104441] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:10.104521] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:10.104555] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:10.139951] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:10.140054] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:10.140090] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:10.140119] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:10.143306] [DEBUG] [FORECASTER] TRN: Forecast T+1@11:T+2@11: DOWN (p=46.21%) [2025-10-09T22:51:10.143571] [INFO ] [FORECASTER] Completed predict_future for TRN [2025-10-09T22:51:10.143733] [INFO ] [sig ] TRN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:10.299757] [INFO ] [LOCAL ] Saved forecast: TRN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TRN.txt [2025-10-09T22:51:10.300170] [WARN ] [sig ] [1979/2211] Failed TRN after 0.3s | 5.39 sym/s | Total: 6.1m | ETA: 43.0s [2025-10-09T22:51:10.300275] [INFO ] [sig ] [1980/2211] Forecasting TRNO... [2025-10-09T22:51:10.300344] [INFO ] [sig ] Generating forecast for: TRNO [2025-10-09T22:51:10.300412] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRNO' from 'https://tdm.silogroup.org/data/derivative_storage/TRNO.csv'. [2025-10-09T22:51:10.313135] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRNO'. [2025-10-09T22:51:10.313507] [INFO ] [FORECASTER] Starting predict_future for TRNO [2025-10-09T22:51:10.339411] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:10.340180] [DEBUG] [LOCAL ] No optimal features file found for TRNO: ./output/feature-sets/TRNO.txt [2025-10-09T22:51:10.340236] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:10.340269] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:10.340297] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:10.340353] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:10.357798] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:10.358409] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:10.358494] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:10.358536] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:10.393703] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:10.393818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:10.393856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:10.393885] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:10.397186] [DEBUG] [FORECASTER] TRNO: Forecast T+1@11:T+2@11: DOWN (p=37.70%) [2025-10-09T22:51:10.397453] [INFO ] [FORECASTER] Completed predict_future for TRNO [2025-10-09T22:51:10.397577] [INFO ] [sig ] TRNO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:10.539723] [INFO ] [LOCAL ] Saved forecast: TRNO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TRNO.txt [2025-10-09T22:51:10.539937] [WARN ] [sig ] [1980/2211] Failed TRNO after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 42.9s [2025-10-09T22:51:10.540012] [INFO ] [sig ] [1981/2211] Forecasting TROX... [2025-10-09T22:51:10.540051] [INFO ] [sig ] Generating forecast for: TROX [2025-10-09T22:51:10.540082] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TROX' from 'https://tdm.silogroup.org/data/derivative_storage/TROX.csv'. [2025-10-09T22:51:10.549138] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TROX'. [2025-10-09T22:51:10.549408] [INFO ] [FORECASTER] Starting predict_future for TROX [2025-10-09T22:51:10.574400] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:10.575119] [DEBUG] [LOCAL ] No optimal features file found for TROX: ./output/feature-sets/TROX.txt [2025-10-09T22:51:10.575174] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:10.575206] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:10.575234] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:10.575290] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:10.592718] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:10.593261] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:10.593342] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:10.593376] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:10.627976] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:10.628069] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:10.628119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:10.628150] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:10.631241] [DEBUG] [FORECASTER] TROX: Forecast T+1@11:T+2@11: UP (p=81.90%) [2025-10-09T22:51:10.631503] [INFO ] [FORECASTER] Completed predict_future for TROX [2025-10-09T22:51:10.631624] [INFO ] [sig ] TROX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:10.774194] [INFO ] [LOCAL ] Saved forecast: TROX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TROX.txt [2025-10-09T22:51:10.774397] [WARN ] [sig ] [1981/2211] Failed TROX after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 42.7s [2025-10-09T22:51:10.774472] [INFO ] [sig ] [1982/2211] Forecasting TRP... [2025-10-09T22:51:10.774510] [INFO ] [sig ] Generating forecast for: TRP [2025-10-09T22:51:10.774541] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRP' from 'https://tdm.silogroup.org/data/derivative_storage/TRP.csv'. [2025-10-09T22:51:10.783726] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRP'. [2025-10-09T22:51:10.784030] [INFO ] [FORECASTER] Starting predict_future for TRP [2025-10-09T22:51:10.809235] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:10.810114] [DEBUG] [LOCAL ] No optimal features file found for TRP: ./output/feature-sets/TRP.txt [2025-10-09T22:51:10.810170] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:10.810203] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:10.810230] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:10.810287] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:10.827436] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:10.828065] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:10.828151] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:10.828184] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:10.864197] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:10.864298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:10.864332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:10.864361] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:10.867520] [DEBUG] [FORECASTER] TRP: Forecast T+1@11:T+2@11: DOWN (p=32.56%) [2025-10-09T22:51:10.867841] [INFO ] [FORECASTER] Completed predict_future for TRP [2025-10-09T22:51:10.867977] [INFO ] [sig ] TRP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:11.009353] [INFO ] [LOCAL ] Saved forecast: TRP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TRP.txt [2025-10-09T22:51:11.009566] [WARN ] [sig ] [1982/2211] Failed TRP after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 42.5s [2025-10-09T22:51:11.009664] [INFO ] [sig ] [1983/2211] Forecasting TRTX... [2025-10-09T22:51:11.009721] [INFO ] [sig ] Generating forecast for: TRTX [2025-10-09T22:51:11.009755] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRTX' from 'https://tdm.silogroup.org/data/derivative_storage/TRTX.csv'. [2025-10-09T22:51:11.018599] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRTX'. [2025-10-09T22:51:11.018905] [INFO ] [FORECASTER] Starting predict_future for TRTX [2025-10-09T22:51:11.044028] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:11.044740] [DEBUG] [LOCAL ] No optimal features file found for TRTX: ./output/feature-sets/TRTX.txt [2025-10-09T22:51:11.044796] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:11.044829] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:11.044856] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:11.044967] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:11.062459] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:11.063045] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:11.063126] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:11.063159] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:11.096888] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:11.096978] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:11.097013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:11.097042] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:11.100179] [DEBUG] [FORECASTER] TRTX: Forecast T+1@11:T+2@11: UP (p=64.60%) [2025-10-09T22:51:11.100442] [INFO ] [FORECASTER] Completed predict_future for TRTX [2025-10-09T22:51:11.100570] [INFO ] [sig ] TRTX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:11.248090] [INFO ] [LOCAL ] Saved forecast: TRTX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TRTX.txt [2025-10-09T22:51:11.248583] [WARN ] [sig ] [1983/2211] Failed TRTX after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 42.3s [2025-10-09T22:51:11.248699] [INFO ] [sig ] [1984/2211] Forecasting TRU... [2025-10-09T22:51:11.248747] [INFO ] [sig ] Generating forecast for: TRU [2025-10-09T22:51:11.248782] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRU' from 'https://tdm.silogroup.org/data/derivative_storage/TRU.csv'. [2025-10-09T22:51:11.259062] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRU'. [2025-10-09T22:51:11.259485] [INFO ] [FORECASTER] Starting predict_future for TRU [2025-10-09T22:51:11.285996] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:11.286789] [DEBUG] [LOCAL ] No optimal features file found for TRU: ./output/feature-sets/TRU.txt [2025-10-09T22:51:11.286845] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:11.286879] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:11.286907] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:11.286963] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:11.304487] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:11.305153] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:11.305263] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:11.305318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:11.342466] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:11.342602] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:11.342663] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:11.342718] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:11.346061] [DEBUG] [FORECASTER] TRU: Forecast T+1@11:T+2@11: DOWN (p=13.77%) [2025-10-09T22:51:11.346336] [INFO ] [FORECASTER] Completed predict_future for TRU [2025-10-09T22:51:11.346471] [INFO ] [sig ] TRU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:11.492896] [INFO ] [LOCAL ] Saved forecast: TRU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TRU.txt [2025-10-09T22:51:11.493138] [WARN ] [sig ] [1984/2211] Failed TRU after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 42.1s [2025-10-09T22:51:11.493220] [INFO ] [sig ] [1985/2211] Forecasting TRV... [2025-10-09T22:51:11.493261] [INFO ] [sig ] Generating forecast for: TRV [2025-10-09T22:51:11.493292] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TRV' from 'https://tdm.silogroup.org/data/derivative_storage/TRV.csv'. [2025-10-09T22:51:11.502828] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TRV'. [2025-10-09T22:51:11.503119] [INFO ] [FORECASTER] Starting predict_future for TRV [2025-10-09T22:51:11.528354] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:11.529112] [DEBUG] [LOCAL ] No optimal features file found for TRV: ./output/feature-sets/TRV.txt [2025-10-09T22:51:11.529167] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:11.529200] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:11.529227] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:11.529283] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:11.547143] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:11.548141] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:11.548236] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:11.548273] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:11.584420] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:11.584556] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:11.584594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:11.584624] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:11.589985] [DEBUG] [FORECASTER] TRV: Forecast T+1@11:T+2@11: DOWN (p=36.89%) [2025-10-09T22:51:11.590262] [INFO ] [FORECASTER] Completed predict_future for TRV [2025-10-09T22:51:11.590401] [INFO ] [sig ] TRV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:11.737395] [INFO ] [LOCAL ] Saved forecast: TRV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TRV.txt [2025-10-09T22:51:11.737703] [WARN ] [sig ] [1985/2211] Failed TRV after 0.2s | 5.39 sym/s | Total: 6.1m | ETA: 42.0s [2025-10-09T22:51:11.737791] [INFO ] [sig ] [1986/2211] Forecasting TS... [2025-10-09T22:51:11.737833] [INFO ] [sig ] Generating forecast for: TS [2025-10-09T22:51:11.737866] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TS' from 'https://tdm.silogroup.org/data/derivative_storage/TS.csv'. [2025-10-09T22:51:11.748182] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TS'. [2025-10-09T22:51:11.748458] [INFO ] [FORECASTER] Starting predict_future for TS [2025-10-09T22:51:11.774698] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:11.775527] [DEBUG] [LOCAL ] No optimal features file found for TS: ./output/feature-sets/TS.txt [2025-10-09T22:51:11.775585] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:11.775622] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:11.775685] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:11.775762] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:11.794021] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:11.794877] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:11.794970] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:11.795006] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:11.831382] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:11.831561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:11.831605] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:11.831636] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:11.835341] [DEBUG] [FORECASTER] TS: Forecast T+1@11:T+2@11: UP (p=92.75%) [2025-10-09T22:51:11.835626] [INFO ] [FORECASTER] Completed predict_future for TS [2025-10-09T22:51:11.835802] [INFO ] [sig ] TS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:11.985132] [INFO ] [LOCAL ] Saved forecast: TS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TS.txt [2025-10-09T22:51:11.985375] [WARN ] [sig ] [1986/2211] Failed TS after 0.2s | 5.38 sym/s | Total: 6.1m | ETA: 41.8s [2025-10-09T22:51:11.985457] [INFO ] [sig ] [1987/2211] Forecasting TSE... [2025-10-09T22:51:11.985496] [INFO ] [sig ] Generating forecast for: TSE [2025-10-09T22:51:11.985528] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSE' from 'https://tdm.silogroup.org/data/derivative_storage/TSE.csv'. [2025-10-09T22:51:11.997474] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TSE'. [2025-10-09T22:51:11.997834] [INFO ] [FORECASTER] Starting predict_future for TSE [2025-10-09T22:51:12.024966] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:12.025716] [DEBUG] [LOCAL ] No optimal features file found for TSE: ./output/feature-sets/TSE.txt [2025-10-09T22:51:12.025774] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:12.025809] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:12.025836] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:12.025892] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:12.044456] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:12.045134] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:12.045222] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:12.045258] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:12.081101] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:12.081185] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:12.081221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:12.081248] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:12.084326] [DEBUG] [FORECASTER] TSE: Forecast T+1@11:T+2@11: UP (p=96.55%) [2025-10-09T22:51:12.084584] [INFO ] [FORECASTER] Completed predict_future for TSE [2025-10-09T22:51:12.084742] [INFO ] [sig ] TSE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:12.232206] [INFO ] [LOCAL ] Saved forecast: TSE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TSE.txt [2025-10-09T22:51:12.232401] [WARN ] [sig ] [1987/2211] Failed TSE after 0.2s | 5.38 sym/s | Total: 6.2m | ETA: 41.6s [2025-10-09T22:51:12.232476] [INFO ] [sig ] [1988/2211] Forecasting TSI... [2025-10-09T22:51:12.232515] [INFO ] [sig ] Generating forecast for: TSI [2025-10-09T22:51:12.232546] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSI' from 'https://tdm.silogroup.org/data/derivative_storage/TSI.csv'. [2025-10-09T22:51:12.241675] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TSI'. [2025-10-09T22:51:12.241944] [INFO ] [FORECASTER] Starting predict_future for TSI [2025-10-09T22:51:12.268101] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:12.268877] [DEBUG] [LOCAL ] No optimal features file found for TSI: ./output/feature-sets/TSI.txt [2025-10-09T22:51:12.268935] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:12.268976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:12.269010] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:12.269069] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:12.287301] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:12.287942] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:12.288045] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:12.288085] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:12.321780] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:12.321864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:12.321900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:12.321950] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:12.325191] [DEBUG] [FORECASTER] TSI: Forecast T+1@11:T+2@11: UP (p=52.02%) [2025-10-09T22:51:12.325458] [INFO ] [FORECASTER] Completed predict_future for TSI [2025-10-09T22:51:12.325590] [INFO ] [sig ] TSI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:12.557286] [INFO ] [LOCAL ] Saved forecast: TSI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TSI.txt [2025-10-09T22:51:12.557486] [WARN ] [sig ] [1988/2211] Failed TSI after 0.3s | 5.38 sym/s | Total: 6.2m | ETA: 41.4s [2025-10-09T22:51:12.557565] [INFO ] [sig ] [1989/2211] Forecasting TSLX... [2025-10-09T22:51:12.557635] [INFO ] [sig ] Generating forecast for: TSLX [2025-10-09T22:51:12.557716] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSLX' from 'https://tdm.silogroup.org/data/derivative_storage/TSLX.csv'. [2025-10-09T22:51:12.567852] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TSLX'. [2025-10-09T22:51:12.568135] [INFO ] [FORECASTER] Starting predict_future for TSLX [2025-10-09T22:51:12.593789] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:12.594486] [DEBUG] [LOCAL ] No optimal features file found for TSLX: ./output/feature-sets/TSLX.txt [2025-10-09T22:51:12.594540] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:12.594581] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:12.594676] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:12.594756] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:12.612389] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:12.612963] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:12.613044] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:12.613076] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:12.653362] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:12.654009] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:12.654094] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:12.654158] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:12.658921] [DEBUG] [FORECASTER] TSLX: Forecast T+1@11:T+2@11: UP (p=77.53%) [2025-10-09T22:51:12.659254] [INFO ] [FORECASTER] Completed predict_future for TSLX [2025-10-09T22:51:12.659426] [INFO ] [sig ] TSLX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:12.814468] [INFO ] [LOCAL ] Saved forecast: TSLX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TSLX.txt [2025-10-09T22:51:12.814721] [WARN ] [sig ] [1989/2211] Failed TSLX after 0.3s | 5.38 sym/s | Total: 6.2m | ETA: 41.3s [2025-10-09T22:51:12.814811] [INFO ] [sig ] [1990/2211] Forecasting TSM... [2025-10-09T22:51:12.814852] [INFO ] [sig ] Generating forecast for: TSM [2025-10-09T22:51:12.814887] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSM' from 'https://tdm.silogroup.org/data/derivative_storage/TSM.csv'. [2025-10-09T22:51:12.825624] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TSM'. [2025-10-09T22:51:12.825975] [INFO ] [FORECASTER] Starting predict_future for TSM [2025-10-09T22:51:12.852950] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:12.853702] [DEBUG] [LOCAL ] No optimal features file found for TSM: ./output/feature-sets/TSM.txt [2025-10-09T22:51:12.853769] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:12.853805] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:12.853835] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:12.853894] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:12.872835] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:12.873462] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:12.873549] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:12.873583] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:12.909625] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:12.909741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:12.909781] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:12.909811] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:12.912979] [DEBUG] [FORECASTER] TSM: Forecast T+1@11:T+2@11: UP (p=96.81%) [2025-10-09T22:51:12.913240] [INFO ] [FORECASTER] Completed predict_future for TSM [2025-10-09T22:51:12.913369] [INFO ] [sig ] TSM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:13.066732] [INFO ] [LOCAL ] Saved forecast: TSM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TSM.txt [2025-10-09T22:51:13.066933] [WARN ] [sig ] [1990/2211] Failed TSM after 0.3s | 5.38 sym/s | Total: 6.2m | ETA: 41.1s [2025-10-09T22:51:13.067011] [INFO ] [sig ] [1991/2211] Forecasting TSN... [2025-10-09T22:51:13.067050] [INFO ] [sig ] Generating forecast for: TSN [2025-10-09T22:51:13.067081] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSN' from 'https://tdm.silogroup.org/data/derivative_storage/TSN.csv'. [2025-10-09T22:51:13.077240] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TSN'. [2025-10-09T22:51:13.077502] [INFO ] [FORECASTER] Starting predict_future for TSN [2025-10-09T22:51:13.103861] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:13.104605] [DEBUG] [LOCAL ] No optimal features file found for TSN: ./output/feature-sets/TSN.txt [2025-10-09T22:51:13.104687] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:13.104736] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:13.104766] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:13.104825] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:13.123636] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:13.124248] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:13.124334] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:13.124371] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:13.162741] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:13.162886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:13.162927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:13.162958] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:13.166503] [DEBUG] [FORECASTER] TSN: Forecast T+1@11:T+2@11: DOWN (p=31.89%) [2025-10-09T22:51:13.166830] [INFO ] [FORECASTER] Completed predict_future for TSN [2025-10-09T22:51:13.166979] [INFO ] [sig ] TSN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:13.315525] [INFO ] [LOCAL ] Saved forecast: TSN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TSN.txt [2025-10-09T22:51:13.315765] [WARN ] [sig ] [1991/2211] Failed TSN after 0.2s | 5.38 sym/s | Total: 6.2m | ETA: 40.9s [2025-10-09T22:51:13.315847] [INFO ] [sig ] [1992/2211] Forecasting TSQ... [2025-10-09T22:51:13.315887] [INFO ] [sig ] Generating forecast for: TSQ [2025-10-09T22:51:13.315918] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TSQ' from 'https://tdm.silogroup.org/data/derivative_storage/TSQ.csv'. [2025-10-09T22:51:13.325133] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TSQ'. [2025-10-09T22:51:13.325400] [INFO ] [FORECASTER] Starting predict_future for TSQ [2025-10-09T22:51:13.350695] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:13.351383] [DEBUG] [LOCAL ] No optimal features file found for TSQ: ./output/feature-sets/TSQ.txt [2025-10-09T22:51:13.351437] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:13.351471] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:13.351498] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:13.351555] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:13.370997] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:13.371679] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:13.371766] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:13.371800] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:13.404929] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:13.405016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:13.405052] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:13.405079] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:13.408199] [DEBUG] [FORECASTER] TSQ: Forecast T+1@11:T+2@11: UP (p=52.68%) [2025-10-09T22:51:13.408460] [INFO ] [FORECASTER] Completed predict_future for TSQ [2025-10-09T22:51:13.408598] [INFO ] [sig ] TSQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:13.551327] [INFO ] [LOCAL ] Saved forecast: TSQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TSQ.txt [2025-10-09T22:51:13.551569] [WARN ] [sig ] [1992/2211] Failed TSQ after 0.2s | 5.38 sym/s | Total: 6.2m | ETA: 40.7s [2025-10-09T22:51:13.551671] [INFO ] [sig ] [1993/2211] Forecasting TT... [2025-10-09T22:51:13.551724] [INFO ] [sig ] Generating forecast for: TT [2025-10-09T22:51:13.551758] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TT' from 'https://tdm.silogroup.org/data/derivative_storage/TT.csv'. [2025-10-09T22:51:13.561786] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'TT'. [2025-10-09T22:51:13.562070] [INFO ] [FORECASTER] Starting predict_future for TT [2025-10-09T22:51:13.588201] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:13.588925] [DEBUG] [LOCAL ] No optimal features file found for TT: ./output/feature-sets/TT.txt [2025-10-09T22:51:13.588980] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:13.589013] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:13.589040] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:13.589096] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:13.606805] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:13.607527] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:13.607664] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:13.607721] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:13.653768] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:13.653951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:13.653994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:13.654023] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:13.657854] [DEBUG] [FORECASTER] TT: Forecast T+1@11:T+2@11: UP (p=91.47%) [2025-10-09T22:51:13.658185] [INFO ] [FORECASTER] Completed predict_future for TT [2025-10-09T22:51:13.658332] [INFO ] [sig ] TT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:13.802330] [INFO ] [LOCAL ] Saved forecast: TT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TT.txt [2025-10-09T22:51:13.802562] [WARN ] [sig ] [1993/2211] Failed TT after 0.3s | 5.38 sym/s | Total: 6.2m | ETA: 40.5s [2025-10-09T22:51:13.802680] [INFO ] [sig ] [1994/2211] Forecasting TTC... [2025-10-09T22:51:13.802733] [INFO ] [sig ] Generating forecast for: TTC [2025-10-09T22:51:13.802766] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TTC' from 'https://tdm.silogroup.org/data/derivative_storage/TTC.csv'. [2025-10-09T22:51:13.813010] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TTC'. [2025-10-09T22:51:13.813306] [INFO ] [FORECASTER] Starting predict_future for TTC [2025-10-09T22:51:13.838542] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:13.839284] [DEBUG] [LOCAL ] No optimal features file found for TTC: ./output/feature-sets/TTC.txt [2025-10-09T22:51:13.839342] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:13.839376] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:13.839402] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:13.839458] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:13.857014] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:13.857540] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:13.857637] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:13.857717] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:13.897583] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:13.897711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:13.897758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:13.897787] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:13.900871] [DEBUG] [FORECASTER] TTC: Forecast T+1@11:T+2@11: DOWN (p=41.82%) [2025-10-09T22:51:13.901171] [INFO ] [FORECASTER] Completed predict_future for TTC [2025-10-09T22:51:13.901297] [INFO ] [sig ] TTC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:14.043878] [INFO ] [LOCAL ] Saved forecast: TTC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TTC.txt [2025-10-09T22:51:14.044084] [WARN ] [sig ] [1994/2211] Failed TTC after 0.2s | 5.38 sym/s | Total: 6.2m | ETA: 40.4s [2025-10-09T22:51:14.044161] [INFO ] [sig ] [1995/2211] Forecasting TTE... [2025-10-09T22:51:14.044199] [INFO ] [sig ] Generating forecast for: TTE [2025-10-09T22:51:14.044230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TTE' from 'https://tdm.silogroup.org/data/derivative_storage/TTE.csv'. [2025-10-09T22:51:14.053916] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TTE'. [2025-10-09T22:51:14.054205] [INFO ] [FORECASTER] Starting predict_future for TTE [2025-10-09T22:51:14.080129] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:14.080858] [DEBUG] [LOCAL ] No optimal features file found for TTE: ./output/feature-sets/TTE.txt [2025-10-09T22:51:14.080913] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:14.080945] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:14.080971] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:14.081026] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:14.098346] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:14.098921] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:14.099003] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:14.099035] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:14.130363] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:14.130448] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:14.130483] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:14.130528] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:14.133633] [DEBUG] [FORECASTER] TTE: Forecast T+1@11:T+2@11: UP (p=89.22%) [2025-10-09T22:51:14.133923] [INFO ] [FORECASTER] Completed predict_future for TTE [2025-10-09T22:51:14.134056] [INFO ] [sig ] TTE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:14.275294] [INFO ] [LOCAL ] Saved forecast: TTE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TTE.txt [2025-10-09T22:51:14.275547] [WARN ] [sig ] [1995/2211] Failed TTE after 0.2s | 5.38 sym/s | Total: 6.2m | ETA: 40.2s [2025-10-09T22:51:14.275598] [INFO ] [sig ] [1996/2211] Forecasting TTI... [2025-10-09T22:51:14.275630] [INFO ] [sig ] Generating forecast for: TTI [2025-10-09T22:51:14.275699] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TTI' from 'https://tdm.silogroup.org/data/derivative_storage/TTI.csv'. [2025-10-09T22:51:14.285626] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TTI'. [2025-10-09T22:51:14.285945] [INFO ] [FORECASTER] Starting predict_future for TTI [2025-10-09T22:51:14.312445] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:14.313171] [DEBUG] [LOCAL ] No optimal features file found for TTI: ./output/feature-sets/TTI.txt [2025-10-09T22:51:14.313226] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:14.313259] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:14.313286] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:14.313342] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:14.330500] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:14.331137] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:14.331222] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:14.331254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:14.361828] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:14.361918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:14.361954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:14.361987] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:14.365245] [DEBUG] [FORECASTER] TTI: Forecast T+1@11:T+2@11: UP (p=97.93%) [2025-10-09T22:51:14.365517] [INFO ] [FORECASTER] Completed predict_future for TTI [2025-10-09T22:51:14.365669] [INFO ] [sig ] TTI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:14.509773] [INFO ] [LOCAL ] Saved forecast: TTI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TTI.txt [2025-10-09T22:51:14.509981] [WARN ] [sig ] [1996/2211] Failed TTI after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 40.0s [2025-10-09T22:51:14.510057] [INFO ] [sig ] [1997/2211] Forecasting TU... [2025-10-09T22:51:14.510096] [INFO ] [sig ] Generating forecast for: TU [2025-10-09T22:51:14.510128] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TU' from 'https://tdm.silogroup.org/data/derivative_storage/TU.csv'. [2025-10-09T22:51:14.519536] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TU'. [2025-10-09T22:51:14.519845] [INFO ] [FORECASTER] Starting predict_future for TU [2025-10-09T22:51:14.545088] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:14.545882] [DEBUG] [LOCAL ] No optimal features file found for TU: ./output/feature-sets/TU.txt [2025-10-09T22:51:14.545937] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:14.545970] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:14.545999] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:14.546055] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:14.563616] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:14.564487] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:14.564574] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:14.564608] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:14.597774] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:14.597896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:14.597936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:14.597965] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:14.601348] [DEBUG] [FORECASTER] TU: Forecast T+1@11:T+2@11: DOWN (p=43.72%) [2025-10-09T22:51:14.601629] [INFO ] [FORECASTER] Completed predict_future for TU [2025-10-09T22:51:14.601796] [INFO ] [sig ] TU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:14.744586] [INFO ] [LOCAL ] Saved forecast: TU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TU.txt [2025-10-09T22:51:14.744878] [WARN ] [sig ] [1997/2211] Failed TU after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 39.8s [2025-10-09T22:51:14.745000] [INFO ] [sig ] [1998/2211] Forecasting TUYA... [2025-10-09T22:51:14.745048] [INFO ] [sig ] Generating forecast for: TUYA [2025-10-09T22:51:14.745080] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TUYA' from 'https://tdm.silogroup.org/data/derivative_storage/TUYA.csv'. [2025-10-09T22:51:14.755160] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TUYA'. [2025-10-09T22:51:14.755518] [INFO ] [FORECASTER] Starting predict_future for TUYA [2025-10-09T22:51:14.781797] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:14.782609] [DEBUG] [LOCAL ] No optimal features file found for TUYA: ./output/feature-sets/TUYA.txt [2025-10-09T22:51:14.782690] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:14.782740] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:14.782771] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:14.782830] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:14.800942] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:14.801730] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:14.801825] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:14.801861] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:14.833397] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:14.833575] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:14.833620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:14.833708] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:14.837265] [DEBUG] [FORECASTER] TUYA: Forecast T+1@11:T+2@11: UP (p=64.38%) [2025-10-09T22:51:14.837537] [INFO ] [FORECASTER] Completed predict_future for TUYA [2025-10-09T22:51:14.837726] [INFO ] [sig ] TUYA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:14.981749] [INFO ] [LOCAL ] Saved forecast: TUYA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TUYA.txt [2025-10-09T22:51:14.981946] [WARN ] [sig ] [1998/2211] Failed TUYA after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 39.6s [2025-10-09T22:51:14.982020] [INFO ] [sig ] [1999/2211] Forecasting TV... [2025-10-09T22:51:14.982059] [INFO ] [sig ] Generating forecast for: TV [2025-10-09T22:51:14.982090] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TV' from 'https://tdm.silogroup.org/data/derivative_storage/TV.csv'. [2025-10-09T22:51:14.991921] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TV'. [2025-10-09T22:51:14.992211] [INFO ] [FORECASTER] Starting predict_future for TV [2025-10-09T22:51:15.017983] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:15.018864] [DEBUG] [LOCAL ] No optimal features file found for TV: ./output/feature-sets/TV.txt [2025-10-09T22:51:15.018920] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:15.019010] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:15.019048] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:15.019106] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:15.036637] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:15.037286] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:15.037369] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:15.037403] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:15.071169] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:15.071270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:15.071307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:15.071336] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:15.074634] [DEBUG] [FORECASTER] TV: Forecast T+1@11:T+2@11: UP (p=89.70%) [2025-10-09T22:51:15.074937] [INFO ] [FORECASTER] Completed predict_future for TV [2025-10-09T22:51:15.075064] [INFO ] [sig ] TV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:15.245366] [INFO ] [LOCAL ] Saved forecast: TV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TV.txt [2025-10-09T22:51:15.245724] [WARN ] [sig ] [1999/2211] Failed TV after 0.3s | 5.37 sym/s | Total: 6.2m | ETA: 39.5s [2025-10-09T22:51:15.245812] [INFO ] [sig ] [2000/2211] Forecasting TVC... [2025-10-09T22:51:15.245854] [INFO ] [sig ] Generating forecast for: TVC [2025-10-09T22:51:15.245888] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TVC' from 'https://tdm.silogroup.org/data/derivative_storage/TVC.csv'. [2025-10-09T22:51:15.256814] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TVC'. [2025-10-09T22:51:15.257173] [INFO ] [FORECASTER] Starting predict_future for TVC [2025-10-09T22:51:15.286912] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:15.287979] [DEBUG] [LOCAL ] No optimal features file found for TVC: ./output/feature-sets/TVC.txt [2025-10-09T22:51:15.288038] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:15.288090] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:15.288149] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:15.288262] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:15.310494] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:15.311125] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:15.311219] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:15.311254] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:15.350659] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:15.350779] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:15.350821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:15.350853] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:15.354786] [DEBUG] [FORECASTER] TVC: Forecast T+1@11:T+2@11: DOWN (p=12.58%) [2025-10-09T22:51:15.355084] [INFO ] [FORECASTER] Completed predict_future for TVC [2025-10-09T22:51:15.355226] [INFO ] [sig ] TVC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:15.530371] [INFO ] [LOCAL ] Saved forecast: TVC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TVC.txt [2025-10-09T22:51:15.530698] [WARN ] [sig ] [2000/2211] Failed TVC after 0.3s | 5.37 sym/s | Total: 6.2m | ETA: 39.3s [2025-10-09T22:51:15.530822] [INFO ] [sig ] [2001/2211] Forecasting TVE... [2025-10-09T22:51:15.530883] [INFO ] [sig ] Generating forecast for: TVE [2025-10-09T22:51:15.530958] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TVE' from 'https://tdm.silogroup.org/data/derivative_storage/TVE.csv'. [2025-10-09T22:51:15.541614] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TVE'. [2025-10-09T22:51:15.541953] [INFO ] [FORECASTER] Starting predict_future for TVE [2025-10-09T22:51:15.572551] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:15.573386] [DEBUG] [LOCAL ] No optimal features file found for TVE: ./output/feature-sets/TVE.txt [2025-10-09T22:51:15.573452] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:15.573512] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:15.573545] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:15.573619] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:15.595225] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:15.596268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:15.596362] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:15.596397] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:15.633014] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:15.633189] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:15.633230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:15.633259] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:15.636844] [DEBUG] [FORECASTER] TVE: Forecast T+1@11:T+2@11: DOWN (p=38.09%) [2025-10-09T22:51:15.637141] [INFO ] [FORECASTER] Completed predict_future for TVE [2025-10-09T22:51:15.637286] [INFO ] [sig ] TVE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:15.798548] [INFO ] [LOCAL ] Saved forecast: TVE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TVE.txt [2025-10-09T22:51:15.798816] [WARN ] [sig ] [2001/2211] Failed TVE after 0.3s | 5.37 sym/s | Total: 6.2m | ETA: 39.1s [2025-10-09T22:51:15.798900] [INFO ] [sig ] [2002/2211] Forecasting TWI... [2025-10-09T22:51:15.798942] [INFO ] [sig ] Generating forecast for: TWI [2025-10-09T22:51:15.798973] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWI' from 'https://tdm.silogroup.org/data/derivative_storage/TWI.csv'. [2025-10-09T22:51:15.809450] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TWI'. [2025-10-09T22:51:15.809790] [INFO ] [FORECASTER] Starting predict_future for TWI [2025-10-09T22:51:15.835478] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:15.836204] [DEBUG] [LOCAL ] No optimal features file found for TWI: ./output/feature-sets/TWI.txt [2025-10-09T22:51:15.836259] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:15.836292] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:15.836318] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:15.836374] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:15.853961] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:15.854589] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:15.854697] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:15.854748] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:15.890602] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:15.890837] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:15.890893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:15.890925] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:15.895863] [DEBUG] [FORECASTER] TWI: Forecast T+1@11:T+2@11: DOWN (p=11.05%) [2025-10-09T22:51:15.896164] [INFO ] [FORECASTER] Completed predict_future for TWI [2025-10-09T22:51:15.896304] [INFO ] [sig ] TWI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:16.039454] [INFO ] [LOCAL ] Saved forecast: TWI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TWI.txt [2025-10-09T22:51:16.039717] [WARN ] [sig ] [2002/2211] Failed TWI after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 38.9s [2025-10-09T22:51:16.039802] [INFO ] [sig ] [2003/2211] Forecasting TWLO... [2025-10-09T22:51:16.039841] [INFO ] [sig ] Generating forecast for: TWLO [2025-10-09T22:51:16.039873] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWLO' from 'https://tdm.silogroup.org/data/derivative_storage/TWLO.csv'. [2025-10-09T22:51:16.050202] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TWLO'. [2025-10-09T22:51:16.050487] [INFO ] [FORECASTER] Starting predict_future for TWLO [2025-10-09T22:51:16.076118] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:16.076879] [DEBUG] [LOCAL ] No optimal features file found for TWLO: ./output/feature-sets/TWLO.txt [2025-10-09T22:51:16.076934] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:16.076968] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:16.076996] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:16.077053] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:16.094529] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:16.095159] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:16.095250] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:16.095283] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:16.132237] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:16.132425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:16.132470] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:16.132499] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:16.136188] [DEBUG] [FORECASTER] TWLO: Forecast T+1@11:T+2@11: UP (p=74.69%) [2025-10-09T22:51:16.136478] [INFO ] [FORECASTER] Completed predict_future for TWLO [2025-10-09T22:51:16.136615] [INFO ] [sig ] TWLO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:16.292187] [INFO ] [LOCAL ] Saved forecast: TWLO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TWLO.txt [2025-10-09T22:51:16.292415] [WARN ] [sig ] [2003/2211] Failed TWLO after 0.3s | 5.37 sym/s | Total: 6.2m | ETA: 38.8s [2025-10-09T22:51:16.292493] [INFO ] [sig ] [2004/2211] Forecasting TWN... [2025-10-09T22:51:16.292534] [INFO ] [sig ] Generating forecast for: TWN [2025-10-09T22:51:16.292566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWN' from 'https://tdm.silogroup.org/data/derivative_storage/TWN.csv'. [2025-10-09T22:51:16.301893] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TWN'. [2025-10-09T22:51:16.302216] [INFO ] [FORECASTER] Starting predict_future for TWN [2025-10-09T22:51:16.328093] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:16.328990] [DEBUG] [LOCAL ] No optimal features file found for TWN: ./output/feature-sets/TWN.txt [2025-10-09T22:51:16.329051] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:16.329084] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:16.329112] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:16.329168] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:16.346965] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:16.347629] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:16.347741] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:16.347779] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:16.414376] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:16.414535] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:16.414578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:16.414607] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:16.418330] [DEBUG] [FORECASTER] TWN: Forecast T+1@11:T+2@11: UP (p=58.71%) [2025-10-09T22:51:16.418714] [INFO ] [FORECASTER] Completed predict_future for TWN [2025-10-09T22:51:16.418869] [INFO ] [sig ] TWN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:16.564888] [INFO ] [LOCAL ] Saved forecast: TWN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TWN.txt [2025-10-09T22:51:16.565133] [WARN ] [sig ] [2004/2211] Failed TWN after 0.3s | 5.37 sym/s | Total: 6.2m | ETA: 38.6s [2025-10-09T22:51:16.565209] [INFO ] [sig ] [2005/2211] Forecasting TWO... [2025-10-09T22:51:16.565247] [INFO ] [sig ] Generating forecast for: TWO [2025-10-09T22:51:16.565279] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TWO' from 'https://tdm.silogroup.org/data/derivative_storage/TWO.csv'. [2025-10-09T22:51:16.576678] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TWO'. [2025-10-09T22:51:16.577044] [INFO ] [FORECASTER] Starting predict_future for TWO [2025-10-09T22:51:16.602564] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:16.603275] [DEBUG] [LOCAL ] No optimal features file found for TWO: ./output/feature-sets/TWO.txt [2025-10-09T22:51:16.603329] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:16.603362] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:16.603389] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:16.603443] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:16.620593] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:16.621217] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:16.621301] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:16.621334] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:16.657975] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:16.658072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:16.658115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:16.658149] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:16.661239] [DEBUG] [FORECASTER] TWO: Forecast T+1@11:T+2@11: DOWN (p=39.86%) [2025-10-09T22:51:16.661540] [INFO ] [FORECASTER] Completed predict_future for TWO [2025-10-09T22:51:16.661740] [INFO ] [sig ] TWO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:16.806368] [INFO ] [LOCAL ] Saved forecast: TWO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TWO.txt [2025-10-09T22:51:16.806626] [WARN ] [sig ] [2005/2211] Failed TWO after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 38.4s [2025-10-09T22:51:16.806729] [INFO ] [sig ] [2006/2211] Forecasting TX... [2025-10-09T22:51:16.806771] [INFO ] [sig ] Generating forecast for: TX [2025-10-09T22:51:16.806801] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TX' from 'https://tdm.silogroup.org/data/derivative_storage/TX.csv'. [2025-10-09T22:51:16.816755] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TX'. [2025-10-09T22:51:16.817049] [INFO ] [FORECASTER] Starting predict_future for TX [2025-10-09T22:51:16.842584] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:16.843373] [DEBUG] [LOCAL ] No optimal features file found for TX: ./output/feature-sets/TX.txt [2025-10-09T22:51:16.843428] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:16.843461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:16.843488] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:16.843543] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:16.861189] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:16.861767] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:16.861850] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:16.861883] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:16.899740] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:16.899900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:16.899942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:16.899971] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:16.903462] [DEBUG] [FORECASTER] TX: Forecast T+1@11:T+2@11: DOWN (p=37.50%) [2025-10-09T22:51:16.903788] [INFO ] [FORECASTER] Completed predict_future for TX [2025-10-09T22:51:16.903931] [INFO ] [sig ] TX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:17.047777] [INFO ] [LOCAL ] Saved forecast: TX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TX.txt [2025-10-09T22:51:17.048055] [WARN ] [sig ] [2006/2211] Failed TX after 0.2s | 5.36 sym/s | Total: 6.2m | ETA: 38.2s [2025-10-09T22:51:17.048150] [INFO ] [sig ] [2007/2211] Forecasting TXNM... [2025-10-09T22:51:17.048198] [INFO ] [sig ] Generating forecast for: TXNM [2025-10-09T22:51:17.048231] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TXNM' from 'https://tdm.silogroup.org/data/derivative_storage/TXNM.csv'. [2025-10-09T22:51:17.052889] [WARN ] [REMOTE ] Historical data not found for symbol 'TXNM' (404). [2025-10-09T22:51:17.053085] [FATAL] [sig ] TXNM: No historical data fetched. [2025-10-09T22:51:17.053169] [WARN ] [sig ] [2007/2211] Failed TXNM after 0.0s | 5.37 sym/s | Total: 6.2m | ETA: 38.0s [2025-10-09T22:51:17.053235] [INFO ] [sig ] [2008/2211] Forecasting TXO... [2025-10-09T22:51:17.053273] [INFO ] [sig ] Generating forecast for: TXO [2025-10-09T22:51:17.053302] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TXO' from 'https://tdm.silogroup.org/data/derivative_storage/TXO.csv'. [2025-10-09T22:51:17.062254] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TXO'. [2025-10-09T22:51:17.062540] [INFO ] [FORECASTER] Starting predict_future for TXO [2025-10-09T22:51:17.088278] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:17.089149] [DEBUG] [LOCAL ] No optimal features file found for TXO: ./output/feature-sets/TXO.txt [2025-10-09T22:51:17.089206] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:17.089241] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:17.089269] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:17.089327] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:17.107293] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:17.107930] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:17.108017] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:17.108052] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:17.145907] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:17.146055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:17.146098] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:17.146129] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:17.149833] [DEBUG] [FORECASTER] TXO: Forecast T+1@11:T+2@11: UP (p=74.59%) [2025-10-09T22:51:17.150107] [INFO ] [FORECASTER] Completed predict_future for TXO [2025-10-09T22:51:17.150238] [INFO ] [sig ] TXO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:17.296382] [INFO ] [LOCAL ] Saved forecast: TXO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TXO.txt [2025-10-09T22:51:17.296684] [WARN ] [sig ] [2008/2211] Failed TXO after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 37.8s [2025-10-09T22:51:17.296765] [INFO ] [sig ] [2009/2211] Forecasting TXT... [2025-10-09T22:51:17.296804] [INFO ] [sig ] Generating forecast for: TXT [2025-10-09T22:51:17.296837] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TXT' from 'https://tdm.silogroup.org/data/derivative_storage/TXT.csv'. [2025-10-09T22:51:17.307048] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TXT'. [2025-10-09T22:51:17.307440] [INFO ] [FORECASTER] Starting predict_future for TXT [2025-10-09T22:51:17.333050] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:17.333856] [DEBUG] [LOCAL ] No optimal features file found for TXT: ./output/feature-sets/TXT.txt [2025-10-09T22:51:17.333912] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:17.333946] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:17.333974] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:17.334032] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:17.351317] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:17.352008] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:17.352094] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:17.352128] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:17.387024] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:17.387154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:17.387193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:17.387221] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:17.390533] [DEBUG] [FORECASTER] TXT: Forecast T+1@11:T+2@11: DOWN (p=38.97%) [2025-10-09T22:51:17.390846] [INFO ] [FORECASTER] Completed predict_future for TXT [2025-10-09T22:51:17.390994] [INFO ] [sig ] TXT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:17.532757] [INFO ] [LOCAL ] Saved forecast: TXT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TXT.txt [2025-10-09T22:51:17.532980] [WARN ] [sig ] [2009/2211] Failed TXT after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 37.6s [2025-10-09T22:51:17.533057] [INFO ] [sig ] [2010/2211] Forecasting TY... [2025-10-09T22:51:17.533096] [INFO ] [sig ] Generating forecast for: TY [2025-10-09T22:51:17.533127] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TY' from 'https://tdm.silogroup.org/data/derivative_storage/TY.csv'. [2025-10-09T22:51:17.543392] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TY'. [2025-10-09T22:51:17.543725] [INFO ] [FORECASTER] Starting predict_future for TY [2025-10-09T22:51:17.569030] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:17.569778] [DEBUG] [LOCAL ] No optimal features file found for TY: ./output/feature-sets/TY.txt [2025-10-09T22:51:17.569833] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:17.569866] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:17.569894] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:17.569950] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:17.587475] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:17.588155] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:17.588243] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:17.588276] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:17.626280] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:17.626395] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:17.626431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:17.626460] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:17.629730] [DEBUG] [FORECASTER] TY: Forecast T+1@11:T+2@11: DOWN (p=25.19%) [2025-10-09T22:51:17.630078] [INFO ] [FORECASTER] Completed predict_future for TY [2025-10-09T22:51:17.630231] [INFO ] [sig ] TY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:17.776920] [INFO ] [LOCAL ] Saved forecast: TY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/TY.txt [2025-10-09T22:51:17.777171] [WARN ] [sig ] [2010/2211] Failed TY after 0.2s | 5.37 sym/s | Total: 6.2m | ETA: 37.5s [2025-10-09T22:51:17.777250] [INFO ] [sig ] [2011/2211] Forecasting TYG... [2025-10-09T22:51:17.777289] [INFO ] [sig ] Generating forecast for: TYG [2025-10-09T22:51:17.777319] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TYG' from 'https://tdm.silogroup.org/data/derivative_storage/TYG.csv'. [2025-10-09T22:51:17.787332] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TYG'. [2025-10-09T22:51:17.787624] [INFO ] [FORECASTER] Starting predict_future for TYG [2025-10-09T22:51:17.813988] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:17.814785] [DEBUG] [LOCAL ] No optimal features file found for TYG: ./output/feature-sets/TYG.txt [2025-10-09T22:51:17.814842] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:17.814876] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:17.814904] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:17.814961] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:17.834049] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:17.834637] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:17.834748] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:17.834784] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:17.870717] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:17.870801] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:17.870837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:17.870873] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:17.874055] [DEBUG] [FORECASTER] TYG: Forecast T+1@11:T+2@11: UP (p=93.36%) [2025-10-09T22:51:17.874320] [INFO ] [FORECASTER] Completed predict_future for TYG [2025-10-09T22:51:17.874459] [INFO ] [sig ] TYG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:18.025633] [INFO ] [LOCAL ] Saved forecast: TYG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TYG.txt [2025-10-09T22:51:18.025873] [WARN ] [sig ] [2011/2211] Failed TYG after 0.2s | 5.36 sym/s | Total: 6.2m | ETA: 37.3s [2025-10-09T22:51:18.025952] [INFO ] [sig ] [2012/2211] Forecasting TYL... [2025-10-09T22:51:18.025991] [INFO ] [sig ] Generating forecast for: TYL [2025-10-09T22:51:18.026023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'TYL' from 'https://tdm.silogroup.org/data/derivative_storage/TYL.csv'. [2025-10-09T22:51:18.036210] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'TYL'. [2025-10-09T22:51:18.036488] [INFO ] [FORECASTER] Starting predict_future for TYL [2025-10-09T22:51:18.062941] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:18.063698] [DEBUG] [LOCAL ] No optimal features file found for TYL: ./output/feature-sets/TYL.txt [2025-10-09T22:51:18.063756] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:18.063790] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:18.063819] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:18.063877] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:18.082121] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:18.082783] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:18.082870] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:18.082904] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:18.126019] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:18.126120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:18.126156] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:18.126184] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:18.129470] [DEBUG] [FORECASTER] TYL: Forecast T+1@11:T+2@11: UP (p=86.86%) [2025-10-09T22:51:18.129808] [INFO ] [FORECASTER] Completed predict_future for TYL [2025-10-09T22:51:18.129958] [INFO ] [sig ] TYL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:18.277161] [INFO ] [LOCAL ] Saved forecast: TYL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/TYL.txt [2025-10-09T22:51:18.277362] [WARN ] [sig ] [2012/2211] Failed TYL after 0.3s | 5.36 sym/s | Total: 6.3m | ETA: 37.1s [2025-10-09T22:51:18.277439] [INFO ] [sig ] [2013/2211] Forecasting U... [2025-10-09T22:51:18.277478] [INFO ] [sig ] Generating forecast for: U [2025-10-09T22:51:18.277508] [DEBUG] [REMOTE ] Fetching historical data for symbol 'U' from 'https://tdm.silogroup.org/data/derivative_storage/U.csv'. [2025-10-09T22:51:18.288457] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'U'. [2025-10-09T22:51:18.288766] [INFO ] [FORECASTER] Starting predict_future for U [2025-10-09T22:51:18.314209] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:18.314979] [DEBUG] [LOCAL ] No optimal features file found for U: ./output/feature-sets/U.txt [2025-10-09T22:51:18.315035] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:18.315068] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:18.315102] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:18.315157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:18.332856] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:18.333386] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:18.333466] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:18.333498] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:18.370703] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:18.370814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:18.370853] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:18.370883] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:18.374241] [DEBUG] [FORECASTER] U: Forecast T+1@11:T+2@11: UP (p=94.04%) [2025-10-09T22:51:18.374517] [INFO ] [FORECASTER] Completed predict_future for U [2025-10-09T22:51:18.374683] [INFO ] [sig ] U: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:18.525275] [INFO ] [LOCAL ] Saved forecast: U 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/U.txt [2025-10-09T22:51:18.525480] [WARN ] [sig ] [2013/2211] Failed U after 0.2s | 5.36 sym/s | Total: 6.3m | ETA: 36.9s [2025-10-09T22:51:18.525557] [INFO ] [sig ] [2014/2211] Forecasting UA... [2025-10-09T22:51:18.525596] [INFO ] [sig ] Generating forecast for: UA [2025-10-09T22:51:18.525637] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UA' from 'https://tdm.silogroup.org/data/derivative_storage/UA.csv'. [2025-10-09T22:51:18.535419] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UA'. [2025-10-09T22:51:18.535716] [INFO ] [FORECASTER] Starting predict_future for UA [2025-10-09T22:51:18.561044] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:18.561759] [DEBUG] [LOCAL ] No optimal features file found for UA: ./output/feature-sets/UA.txt [2025-10-09T22:51:18.561814] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:18.561846] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:18.561872] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:18.561926] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:18.579544] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:18.580268] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:18.580355] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:18.580389] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:18.620371] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:18.620469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:18.620506] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:18.620535] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:18.623731] [DEBUG] [FORECASTER] UA: Forecast T+1@11:T+2@11: UP (p=63.71%) [2025-10-09T22:51:18.623997] [INFO ] [FORECASTER] Completed predict_future for UA [2025-10-09T22:51:18.624134] [INFO ] [sig ] UA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:18.773285] [INFO ] [LOCAL ] Saved forecast: UA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UA.txt [2025-10-09T22:51:18.773496] [WARN ] [sig ] [2014/2211] Failed UA after 0.2s | 5.36 sym/s | Total: 6.3m | ETA: 36.7s [2025-10-09T22:51:18.773571] [INFO ] [sig ] [2015/2211] Forecasting UAA... [2025-10-09T22:51:18.773610] [INFO ] [sig ] Generating forecast for: UAA [2025-10-09T22:51:18.773663] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UAA' from 'https://tdm.silogroup.org/data/derivative_storage/UAA.csv'. [2025-10-09T22:51:18.783315] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UAA'. [2025-10-09T22:51:18.783584] [INFO ] [FORECASTER] Starting predict_future for UAA [2025-10-09T22:51:18.809095] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:18.809909] [DEBUG] [LOCAL ] No optimal features file found for UAA: ./output/feature-sets/UAA.txt [2025-10-09T22:51:18.809965] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:18.810000] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:18.810027] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:18.810084] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:18.828117] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:18.828724] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:18.828809] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:18.828844] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:18.866805] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:18.866908] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:18.866945] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:18.866973] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:18.870163] [DEBUG] [FORECASTER] UAA: Forecast T+1@11:T+2@11: DOWN (p=34.53%) [2025-10-09T22:51:18.870445] [INFO ] [FORECASTER] Completed predict_future for UAA [2025-10-09T22:51:18.870580] [INFO ] [sig ] UAA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:19.014167] [INFO ] [LOCAL ] Saved forecast: UAA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UAA.txt [2025-10-09T22:51:19.014373] [WARN ] [sig ] [2015/2211] Failed UAA after 0.2s | 5.36 sym/s | Total: 6.3m | ETA: 36.6s [2025-10-09T22:51:19.014450] [INFO ] [sig ] [2016/2211] Forecasting UAN... [2025-10-09T22:51:19.014488] [INFO ] [sig ] Generating forecast for: UAN [2025-10-09T22:51:19.014519] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UAN' from 'https://tdm.silogroup.org/data/derivative_storage/UAN.csv'. [2025-10-09T22:51:19.023860] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UAN'. [2025-10-09T22:51:19.024129] [INFO ] [FORECASTER] Starting predict_future for UAN [2025-10-09T22:51:19.049340] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:19.050065] [DEBUG] [LOCAL ] No optimal features file found for UAN: ./output/feature-sets/UAN.txt [2025-10-09T22:51:19.050120] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:19.050152] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:19.050179] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:19.050235] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:19.068114] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:19.068699] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:19.068785] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:19.068820] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:19.104791] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:19.104876] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:19.104911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:19.104938] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:19.108035] [DEBUG] [FORECASTER] UAN: Forecast T+1@11:T+2@11: DOWN (p=8.99%) [2025-10-09T22:51:19.108299] [INFO ] [FORECASTER] Completed predict_future for UAN [2025-10-09T22:51:19.108438] [INFO ] [sig ] UAN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:19.258617] [INFO ] [LOCAL ] Saved forecast: UAN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UAN.txt [2025-10-09T22:51:19.258851] [WARN ] [sig ] [2016/2211] Failed UAN after 0.2s | 5.36 sym/s | Total: 6.3m | ETA: 36.4s [2025-10-09T22:51:19.258931] [INFO ] [sig ] [2017/2211] Forecasting UBER... [2025-10-09T22:51:19.258971] [INFO ] [sig ] Generating forecast for: UBER [2025-10-09T22:51:19.259002] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UBER' from 'https://tdm.silogroup.org/data/derivative_storage/UBER.csv'. [2025-10-09T22:51:19.269727] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UBER'. [2025-10-09T22:51:19.270002] [INFO ] [FORECASTER] Starting predict_future for UBER [2025-10-09T22:51:19.295433] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:19.296186] [DEBUG] [LOCAL ] No optimal features file found for UBER: ./output/feature-sets/UBER.txt [2025-10-09T22:51:19.296283] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:19.296322] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:19.296350] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:19.296405] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:19.314389] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:19.314980] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:19.315082] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:19.315119] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:19.349374] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:19.349454] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:19.349488] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:19.349516] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:19.352577] [DEBUG] [FORECASTER] UBER: Forecast T+1@11:T+2@11: DOWN (p=3.72%) [2025-10-09T22:51:19.352865] [INFO ] [FORECASTER] Completed predict_future for UBER [2025-10-09T22:51:19.353007] [INFO ] [sig ] UBER: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:19.499739] [INFO ] [LOCAL ] Saved forecast: UBER 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UBER.txt [2025-10-09T22:51:19.499979] [WARN ] [sig ] [2017/2211] Failed UBER after 0.2s | 5.36 sym/s | Total: 6.3m | ETA: 36.2s [2025-10-09T22:51:19.500058] [INFO ] [sig ] [2018/2211] Forecasting UBS... [2025-10-09T22:51:19.500096] [INFO ] [sig ] Generating forecast for: UBS [2025-10-09T22:51:19.500127] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UBS' from 'https://tdm.silogroup.org/data/derivative_storage/UBS.csv'. [2025-10-09T22:51:19.510708] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UBS'. [2025-10-09T22:51:19.511174] [INFO ] [FORECASTER] Starting predict_future for UBS [2025-10-09T22:51:19.537386] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:19.538312] [DEBUG] [LOCAL ] No optimal features file found for UBS: ./output/feature-sets/UBS.txt [2025-10-09T22:51:19.538370] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:19.538406] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:19.538434] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:19.538489] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:19.557123] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:19.558007] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:19.558116] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:19.558154] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:19.600377] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:19.600571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:19.600616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:19.600672] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:19.604686] [DEBUG] [FORECASTER] UBS: Forecast T+1@11:T+2@11: UP (p=62.90%) [2025-10-09T22:51:19.604989] [INFO ] [FORECASTER] Completed predict_future for UBS [2025-10-09T22:51:19.605139] [INFO ] [sig ] UBS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:19.750213] [INFO ] [LOCAL ] Saved forecast: UBS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UBS.txt [2025-10-09T22:51:19.750491] [WARN ] [sig ] [2018/2211] Failed UBS after 0.3s | 5.36 sym/s | Total: 6.3m | ETA: 36.0s [2025-10-09T22:51:19.750570] [INFO ] [sig ] [2019/2211] Forecasting UCB... [2025-10-09T22:51:19.750609] [INFO ] [sig ] Generating forecast for: UCB [2025-10-09T22:51:19.750639] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UCB' from 'https://tdm.silogroup.org/data/derivative_storage/UCB.csv'. [2025-10-09T22:51:19.761397] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UCB'. [2025-10-09T22:51:19.761743] [INFO ] [FORECASTER] Starting predict_future for UCB [2025-10-09T22:51:19.787139] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:19.787887] [DEBUG] [LOCAL ] No optimal features file found for UCB: ./output/feature-sets/UCB.txt [2025-10-09T22:51:19.787961] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:19.787996] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:19.788024] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:19.788079] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:19.806322] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:19.806931] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:19.807015] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:19.807049] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:19.843684] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:19.843787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:19.843823] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:19.843850] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:19.847003] [DEBUG] [FORECASTER] UCB: Forecast T+1@11:T+2@11: DOWN (p=15.77%) [2025-10-09T22:51:19.847283] [INFO ] [FORECASTER] Completed predict_future for UCB [2025-10-09T22:51:19.847420] [INFO ] [sig ] UCB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:19.990727] [INFO ] [LOCAL ] Saved forecast: UCB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UCB.txt [2025-10-09T22:51:19.990946] [WARN ] [sig ] [2019/2211] Failed UCB after 0.2s | 5.36 sym/s | Total: 6.3m | ETA: 35.8s [2025-10-09T22:51:19.991023] [INFO ] [sig ] [2020/2211] Forecasting UDR... [2025-10-09T22:51:19.991062] [INFO ] [sig ] Generating forecast for: UDR [2025-10-09T22:51:19.991094] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UDR' from 'https://tdm.silogroup.org/data/derivative_storage/UDR.csv'. [2025-10-09T22:51:20.001828] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UDR'. [2025-10-09T22:51:20.002136] [INFO ] [FORECASTER] Starting predict_future for UDR [2025-10-09T22:51:20.027468] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:20.028228] [DEBUG] [LOCAL ] No optimal features file found for UDR: ./output/feature-sets/UDR.txt [2025-10-09T22:51:20.028286] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:20.028319] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:20.028346] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:20.028401] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:20.045731] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:20.046269] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:20.046349] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:20.046381] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:20.087174] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:20.087261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:20.087296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:20.087355] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:20.093108] [DEBUG] [FORECASTER] UDR: Forecast T+1@11:T+2@11: UP (p=89.77%) [2025-10-09T22:51:20.093370] [INFO ] [FORECASTER] Completed predict_future for UDR [2025-10-09T22:51:20.093511] [INFO ] [sig ] UDR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:20.243138] [INFO ] [LOCAL ] Saved forecast: UDR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UDR.txt [2025-10-09T22:51:20.243405] [WARN ] [sig ] [2020/2211] Failed UDR after 0.3s | 5.36 sym/s | Total: 6.3m | ETA: 35.7s [2025-10-09T22:51:20.243486] [INFO ] [sig ] [2021/2211] Forecasting UE... [2025-10-09T22:51:20.243524] [INFO ] [sig ] Generating forecast for: UE [2025-10-09T22:51:20.243566] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UE' from 'https://tdm.silogroup.org/data/derivative_storage/UE.csv'. [2025-10-09T22:51:20.254178] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UE'. [2025-10-09T22:51:20.254521] [INFO ] [FORECASTER] Starting predict_future for UE [2025-10-09T22:51:20.280767] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:20.281548] [DEBUG] [LOCAL ] No optimal features file found for UE: ./output/feature-sets/UE.txt [2025-10-09T22:51:20.281606] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:20.281661] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:20.281717] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:20.281782] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:20.299889] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:20.300489] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:20.300615] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:20.300690] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:20.344022] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:20.344223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:20.344271] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:20.344302] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:20.348289] [DEBUG] [FORECASTER] UE: Forecast T+1@11:T+2@11: UP (p=67.02%) [2025-10-09T22:51:20.348606] [INFO ] [FORECASTER] Completed predict_future for UE [2025-10-09T22:51:20.348803] [INFO ] [sig ] UE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:20.494870] [INFO ] [LOCAL ] Saved forecast: UE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UE.txt [2025-10-09T22:51:20.495163] [WARN ] [sig ] [2021/2211] Failed UE after 0.3s | 5.36 sym/s | Total: 6.3m | ETA: 35.5s [2025-10-09T22:51:20.495256] [INFO ] [sig ] [2022/2211] Forecasting UFI... [2025-10-09T22:51:20.495298] [INFO ] [sig ] Generating forecast for: UFI [2025-10-09T22:51:20.495330] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UFI' from 'https://tdm.silogroup.org/data/derivative_storage/UFI.csv'. [2025-10-09T22:51:20.505570] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UFI'. [2025-10-09T22:51:20.505860] [INFO ] [FORECASTER] Starting predict_future for UFI [2025-10-09T22:51:20.540065] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:20.541092] [DEBUG] [LOCAL ] No optimal features file found for UFI: ./output/feature-sets/UFI.txt [2025-10-09T22:51:20.541163] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:20.541205] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:20.541240] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:20.541321] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:20.563586] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:20.564267] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:20.564358] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:20.564392] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:20.607593] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:20.607782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:20.607826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:20.607856] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:20.611256] [DEBUG] [FORECASTER] UFI: Forecast T+1@11:T+2@11: UP (p=94.27%) [2025-10-09T22:51:20.611535] [INFO ] [FORECASTER] Completed predict_future for UFI [2025-10-09T22:51:20.611733] [INFO ] [sig ] UFI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:20.758382] [INFO ] [LOCAL ] Saved forecast: UFI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UFI.txt [2025-10-09T22:51:20.758718] [WARN ] [sig ] [2022/2211] Failed UFI after 0.3s | 5.35 sym/s | Total: 6.3m | ETA: 35.3s [2025-10-09T22:51:20.758805] [INFO ] [sig ] [2023/2211] Forecasting UGI... [2025-10-09T22:51:20.758845] [INFO ] [sig ] Generating forecast for: UGI [2025-10-09T22:51:20.758879] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UGI' from 'https://tdm.silogroup.org/data/derivative_storage/UGI.csv'. [2025-10-09T22:51:20.769383] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UGI'. [2025-10-09T22:51:20.769798] [INFO ] [FORECASTER] Starting predict_future for UGI [2025-10-09T22:51:20.796015] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:20.796770] [DEBUG] [LOCAL ] No optimal features file found for UGI: ./output/feature-sets/UGI.txt [2025-10-09T22:51:20.796827] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:20.796862] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:20.796890] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:20.796949] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:20.815270] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:20.815862] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:20.815949] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:20.815984] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:20.857552] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:20.857733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:20.857782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:20.857811] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:20.861152] [DEBUG] [FORECASTER] UGI: Forecast T+1@11:T+2@11: UP (p=64.64%) [2025-10-09T22:51:20.861422] [INFO ] [FORECASTER] Completed predict_future for UGI [2025-10-09T22:51:20.861556] [INFO ] [sig ] UGI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:21.006269] [INFO ] [LOCAL ] Saved forecast: UGI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UGI.txt [2025-10-09T22:51:21.006535] [WARN ] [sig ] [2023/2211] Failed UGI after 0.2s | 5.35 sym/s | Total: 6.3m | ETA: 35.1s [2025-10-09T22:51:21.006614] [INFO ] [sig ] [2024/2211] Forecasting UGP... [2025-10-09T22:51:21.006685] [INFO ] [sig ] Generating forecast for: UGP [2025-10-09T22:51:21.006733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UGP' from 'https://tdm.silogroup.org/data/derivative_storage/UGP.csv'. [2025-10-09T22:51:21.016257] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UGP'. [2025-10-09T22:51:21.016573] [INFO ] [FORECASTER] Starting predict_future for UGP [2025-10-09T22:51:21.042720] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:21.043467] [DEBUG] [LOCAL ] No optimal features file found for UGP: ./output/feature-sets/UGP.txt [2025-10-09T22:51:21.043521] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:21.043554] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:21.043580] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:21.043635] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:21.061125] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:21.061745] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:21.061832] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:21.061887] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:21.103028] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:21.103178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:21.103217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:21.103246] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:21.106793] [DEBUG] [FORECASTER] UGP: Forecast T+1@11:T+2@11: UP (p=64.40%) [2025-10-09T22:51:21.107080] [INFO ] [FORECASTER] Completed predict_future for UGP [2025-10-09T22:51:21.107228] [INFO ] [sig ] UGP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:21.255405] [INFO ] [LOCAL ] Saved forecast: UGP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UGP.txt [2025-10-09T22:51:21.255682] [WARN ] [sig ] [2024/2211] Failed UGP after 0.2s | 5.35 sym/s | Total: 6.3m | ETA: 34.9s [2025-10-09T22:51:21.255768] [INFO ] [sig ] [2025/2211] Forecasting UHAL... [2025-10-09T22:51:21.255808] [INFO ] [sig ] Generating forecast for: UHAL [2025-10-09T22:51:21.255840] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UHAL' from 'https://tdm.silogroup.org/data/derivative_storage/UHAL.csv'. [2025-10-09T22:51:21.265629] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UHAL'. [2025-10-09T22:51:21.265931] [INFO ] [FORECASTER] Starting predict_future for UHAL [2025-10-09T22:51:21.291530] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:21.292294] [DEBUG] [LOCAL ] No optimal features file found for UHAL: ./output/feature-sets/UHAL.txt [2025-10-09T22:51:21.292353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:21.292387] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:21.292414] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:21.292470] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:21.310115] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:21.310711] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:21.310797] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:21.310831] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:21.354674] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:21.354788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:21.354825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:21.354853] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:21.358241] [DEBUG] [FORECASTER] UHAL: Forecast T+1@11:T+2@11: DOWN (p=14.04%) [2025-10-09T22:51:21.358533] [INFO ] [FORECASTER] Completed predict_future for UHAL [2025-10-09T22:51:21.358718] [INFO ] [sig ] UHAL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:21.502593] [INFO ] [LOCAL ] Saved forecast: UHAL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UHAL.txt [2025-10-09T22:51:21.502922] [WARN ] [sig ] [2025/2211] Failed UHAL after 0.2s | 5.35 sym/s | Total: 6.3m | ETA: 34.8s [2025-10-09T22:51:21.503007] [INFO ] [sig ] [2026/2211] Forecasting UHS... [2025-10-09T22:51:21.503046] [INFO ] [sig ] Generating forecast for: UHS [2025-10-09T22:51:21.503077] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UHS' from 'https://tdm.silogroup.org/data/derivative_storage/UHS.csv'. [2025-10-09T22:51:21.512936] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UHS'. [2025-10-09T22:51:21.513215] [INFO ] [FORECASTER] Starting predict_future for UHS [2025-10-09T22:51:21.538608] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:21.539376] [DEBUG] [LOCAL ] No optimal features file found for UHS: ./output/feature-sets/UHS.txt [2025-10-09T22:51:21.539432] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:21.539481] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:21.539510] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:21.539565] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:21.556809] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:21.557355] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:21.557436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:21.557469] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:21.610693] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:21.610928] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:21.610981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:21.611011] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:21.615109] [DEBUG] [FORECASTER] UHS: Forecast T+1@11:T+2@11: UP (p=67.73%) [2025-10-09T22:51:21.615472] [INFO ] [FORECASTER] Completed predict_future for UHS [2025-10-09T22:51:21.615628] [INFO ] [sig ] UHS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:21.759366] [INFO ] [LOCAL ] Saved forecast: UHS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UHS.txt [2025-10-09T22:51:21.759688] [WARN ] [sig ] [2026/2211] Failed UHS after 0.3s | 5.35 sym/s | Total: 6.3m | ETA: 34.6s [2025-10-09T22:51:21.759773] [INFO ] [sig ] [2027/2211] Forecasting UHT... [2025-10-09T22:51:21.759814] [INFO ] [sig ] Generating forecast for: UHT [2025-10-09T22:51:21.759847] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UHT' from 'https://tdm.silogroup.org/data/derivative_storage/UHT.csv'. [2025-10-09T22:51:21.769583] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UHT'. [2025-10-09T22:51:21.769886] [INFO ] [FORECASTER] Starting predict_future for UHT [2025-10-09T22:51:21.795967] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:21.796689] [DEBUG] [LOCAL ] No optimal features file found for UHT: ./output/feature-sets/UHT.txt [2025-10-09T22:51:21.796747] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:21.796782] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:21.796810] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:21.796866] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:21.814402] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:21.815048] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:21.815131] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:21.815212] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:21.852307] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:21.852411] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:21.852447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:21.852476] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:21.856076] [DEBUG] [FORECASTER] UHT: Forecast T+1@11:T+2@11: DOWN (p=16.77%) [2025-10-09T22:51:21.856341] [INFO ] [FORECASTER] Completed predict_future for UHT [2025-10-09T22:51:21.856493] [INFO ] [sig ] UHT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:21.999845] [INFO ] [LOCAL ] Saved forecast: UHT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UHT.txt [2025-10-09T22:51:22.000085] [WARN ] [sig ] [2027/2211] Failed UHT after 0.2s | 5.35 sym/s | Total: 6.3m | ETA: 34.4s [2025-10-09T22:51:22.000162] [INFO ] [sig ] [2028/2211] Forecasting UI... [2025-10-09T22:51:22.000200] [INFO ] [sig ] Generating forecast for: UI [2025-10-09T22:51:22.000230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UI' from 'https://tdm.silogroup.org/data/derivative_storage/UI.csv'. [2025-10-09T22:51:22.009314] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UI'. [2025-10-09T22:51:22.009624] [INFO ] [FORECASTER] Starting predict_future for UI [2025-10-09T22:51:22.034903] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:22.035687] [DEBUG] [LOCAL ] No optimal features file found for UI: ./output/feature-sets/UI.txt [2025-10-09T22:51:22.035745] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:22.035778] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:22.035805] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:22.035861] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:22.053326] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:22.053919] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:22.054002] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:22.054036] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:22.094350] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:22.094443] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:22.094479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:22.094507] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:22.097765] [DEBUG] [FORECASTER] UI: Forecast T+1@11:T+2@11: UP (p=90.70%) [2025-10-09T22:51:22.098047] [INFO ] [FORECASTER] Completed predict_future for UI [2025-10-09T22:51:22.098187] [INFO ] [sig ] UI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:22.241924] [INFO ] [LOCAL ] Saved forecast: UI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UI.txt [2025-10-09T22:51:22.242165] [WARN ] [sig ] [2028/2211] Failed UI after 0.2s | 5.35 sym/s | Total: 6.3m | ETA: 34.2s [2025-10-09T22:51:22.242242] [INFO ] [sig ] [2029/2211] Forecasting UIS... [2025-10-09T22:51:22.242281] [INFO ] [sig ] Generating forecast for: UIS [2025-10-09T22:51:22.242312] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UIS' from 'https://tdm.silogroup.org/data/derivative_storage/UIS.csv'. [2025-10-09T22:51:22.251261] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UIS'. [2025-10-09T22:51:22.251544] [INFO ] [FORECASTER] Starting predict_future for UIS [2025-10-09T22:51:22.276767] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:22.277464] [DEBUG] [LOCAL ] No optimal features file found for UIS: ./output/feature-sets/UIS.txt [2025-10-09T22:51:22.277518] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:22.277551] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:22.277577] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:22.277674] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:22.295006] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:22.295553] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:22.295637] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:22.295710] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:22.337148] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:22.337244] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:22.337279] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:22.337306] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:22.340520] [DEBUG] [FORECASTER] UIS: Forecast T+1@11:T+2@11: DOWN (p=8.72%) [2025-10-09T22:51:22.340825] [INFO ] [FORECASTER] Completed predict_future for UIS [2025-10-09T22:51:22.340997] [INFO ] [sig ] UIS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:22.487366] [INFO ] [LOCAL ] Saved forecast: UIS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UIS.txt [2025-10-09T22:51:22.487593] [WARN ] [sig ] [2029/2211] Failed UIS after 0.2s | 5.35 sym/s | Total: 6.3m | ETA: 34.0s [2025-10-09T22:51:22.487720] [INFO ] [sig ] [2030/2211] Forecasting UL... [2025-10-09T22:51:22.487762] [INFO ] [sig ] Generating forecast for: UL [2025-10-09T22:51:22.487795] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UL' from 'https://tdm.silogroup.org/data/derivative_storage/UL.csv'. [2025-10-09T22:51:22.492184] [WARN ] [REMOTE ] Historical data not found for symbol 'UL' (404). [2025-10-09T22:51:22.492369] [FATAL] [sig ] UL: No historical data fetched. [2025-10-09T22:51:22.492455] [WARN ] [sig ] [2030/2211] Failed UL after 0.0s | 5.35 sym/s | Total: 6.3m | ETA: 33.8s [2025-10-09T22:51:22.492524] [INFO ] [sig ] [2031/2211] Forecasting ULS... [2025-10-09T22:51:22.492561] [INFO ] [sig ] Generating forecast for: ULS [2025-10-09T22:51:22.492591] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ULS' from 'https://tdm.silogroup.org/data/derivative_storage/ULS.csv'. [2025-10-09T22:51:22.501041] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ULS'. [2025-10-09T22:51:22.501334] [INFO ] [FORECASTER] Starting predict_future for ULS [2025-10-09T22:51:22.527729] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:22.528485] [DEBUG] [LOCAL ] No optimal features file found for ULS: ./output/feature-sets/ULS.txt [2025-10-09T22:51:22.528540] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:22.528576] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:22.528604] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:22.528686] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:22.547036] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:22.547686] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:22.547774] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:22.547809] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:22.587462] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:22.587551] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:22.587587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:22.587679] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:22.593484] [DEBUG] [FORECASTER] ULS: Forecast T+1@11:T+2@11: DOWN (p=45.48%) [2025-10-09T22:51:22.593807] [INFO ] [FORECASTER] Completed predict_future for ULS [2025-10-09T22:51:22.593983] [INFO ] [sig ] ULS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:22.740105] [INFO ] [LOCAL ] Saved forecast: ULS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ULS.txt [2025-10-09T22:51:22.740351] [WARN ] [sig ] [2031/2211] Failed ULS after 0.2s | 5.35 sym/s | Total: 6.3m | ETA: 33.6s [2025-10-09T22:51:22.740432] [INFO ] [sig ] [2032/2211] Forecasting UMC... [2025-10-09T22:51:22.740471] [INFO ] [sig ] Generating forecast for: UMC [2025-10-09T22:51:22.740503] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UMC' from 'https://tdm.silogroup.org/data/derivative_storage/UMC.csv'. [2025-10-09T22:51:22.751165] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UMC'. [2025-10-09T22:51:22.751518] [INFO ] [FORECASTER] Starting predict_future for UMC [2025-10-09T22:51:22.777404] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:22.778207] [DEBUG] [LOCAL ] No optimal features file found for UMC: ./output/feature-sets/UMC.txt [2025-10-09T22:51:22.778261] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:22.778314] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:22.778343] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:22.778400] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:22.795866] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:22.796410] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:22.796492] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:22.796526] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:22.838093] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:22.838216] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:22.838260] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:22.838295] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:22.841569] [DEBUG] [FORECASTER] UMC: Forecast T+1@11:T+2@11: UP (p=74.85%) [2025-10-09T22:51:22.841884] [INFO ] [FORECASTER] Completed predict_future for UMC [2025-10-09T22:51:22.842028] [INFO ] [sig ] UMC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:22.996225] [INFO ] [LOCAL ] Saved forecast: UMC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UMC.txt [2025-10-09T22:51:22.996505] [WARN ] [sig ] [2032/2211] Failed UMC after 0.3s | 5.35 sym/s | Total: 6.3m | ETA: 33.5s [2025-10-09T22:51:22.996590] [INFO ] [sig ] [2033/2211] Forecasting UMH... [2025-10-09T22:51:22.996629] [INFO ] [sig ] Generating forecast for: UMH [2025-10-09T22:51:22.996700] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UMH' from 'https://tdm.silogroup.org/data/derivative_storage/UMH.csv'. [2025-10-09T22:51:23.006978] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UMH'. [2025-10-09T22:51:23.007409] [INFO ] [FORECASTER] Starting predict_future for UMH [2025-10-09T22:51:23.034284] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:23.035122] [DEBUG] [LOCAL ] No optimal features file found for UMH: ./output/feature-sets/UMH.txt [2025-10-09T22:51:23.035180] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:23.035215] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:23.035247] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:23.035305] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:23.053482] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:23.054091] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:23.054175] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:23.054210] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:23.095401] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:23.095535] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:23.095589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:23.095621] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:23.099023] [DEBUG] [FORECASTER] UMH: Forecast T+1@11:T+2@11: UP (p=96.49%) [2025-10-09T22:51:23.099332] [INFO ] [FORECASTER] Completed predict_future for UMH [2025-10-09T22:51:23.099476] [INFO ] [sig ] UMH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:23.255951] [INFO ] [LOCAL ] Saved forecast: UMH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UMH.txt [2025-10-09T22:51:23.256201] [WARN ] [sig ] [2033/2211] Failed UMH after 0.3s | 5.35 sym/s | Total: 6.3m | ETA: 33.3s [2025-10-09T22:51:23.256296] [INFO ] [sig ] [2034/2211] Forecasting UNF... [2025-10-09T22:51:23.256344] [INFO ] [sig ] Generating forecast for: UNF [2025-10-09T22:51:23.256375] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNF' from 'https://tdm.silogroup.org/data/derivative_storage/UNF.csv'. [2025-10-09T22:51:23.266955] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UNF'. [2025-10-09T22:51:23.267246] [INFO ] [FORECASTER] Starting predict_future for UNF [2025-10-09T22:51:23.300551] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:23.301370] [DEBUG] [LOCAL ] No optimal features file found for UNF: ./output/feature-sets/UNF.txt [2025-10-09T22:51:23.301447] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:23.301523] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:23.301585] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:23.301675] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:23.326875] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:23.327531] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:23.327700] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:23.327775] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:23.384459] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:23.384620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:23.384722] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:23.384783] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:23.390039] [DEBUG] [FORECASTER] UNF: Forecast T+1@11:T+2@11: UP (p=84.89%) [2025-10-09T22:51:23.390350] [INFO ] [FORECASTER] Completed predict_future for UNF [2025-10-09T22:51:23.390495] [INFO ] [sig ] UNF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:23.539398] [INFO ] [LOCAL ] Saved forecast: UNF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UNF.txt [2025-10-09T22:51:23.539715] [WARN ] [sig ] [2034/2211] Failed UNF after 0.3s | 5.35 sym/s | Total: 6.3m | ETA: 33.1s [2025-10-09T22:51:23.539808] [INFO ] [sig ] [2035/2211] Forecasting UNFI... [2025-10-09T22:51:23.539849] [INFO ] [sig ] Generating forecast for: UNFI [2025-10-09T22:51:23.539881] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNFI' from 'https://tdm.silogroup.org/data/derivative_storage/UNFI.csv'. [2025-10-09T22:51:23.551887] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UNFI'. [2025-10-09T22:51:23.552379] [INFO ] [FORECASTER] Starting predict_future for UNFI [2025-10-09T22:51:23.579123] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:23.580060] [DEBUG] [LOCAL ] No optimal features file found for UNFI: ./output/feature-sets/UNFI.txt [2025-10-09T22:51:23.580186] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:23.580233] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:23.580261] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:23.580319] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:23.597976] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:23.598925] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:23.599028] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:23.599062] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:23.640076] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:23.640272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:23.640317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:23.640347] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:23.644447] [DEBUG] [FORECASTER] UNFI: Forecast T+1@11:T+2@11: UP (p=91.75%) [2025-10-09T22:51:23.644900] [INFO ] [FORECASTER] Completed predict_future for UNFI [2025-10-09T22:51:23.645087] [INFO ] [sig ] UNFI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:23.802591] [INFO ] [LOCAL ] Saved forecast: UNFI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UNFI.txt [2025-10-09T22:51:23.802907] [WARN ] [sig ] [2035/2211] Failed UNFI after 0.3s | 5.35 sym/s | Total: 6.3m | ETA: 32.9s [2025-10-09T22:51:23.802995] [INFO ] [sig ] [2036/2211] Forecasting UNH... [2025-10-09T22:51:23.803036] [INFO ] [sig ] Generating forecast for: UNH [2025-10-09T22:51:23.803068] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNH' from 'https://tdm.silogroup.org/data/derivative_storage/UNH.csv'. [2025-10-09T22:51:23.813909] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UNH'. [2025-10-09T22:51:23.814250] [INFO ] [FORECASTER] Starting predict_future for UNH [2025-10-09T22:51:23.840246] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:23.841051] [DEBUG] [LOCAL ] No optimal features file found for UNH: ./output/feature-sets/UNH.txt [2025-10-09T22:51:23.841108] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:23.841141] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:23.841170] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:23.841227] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:23.860204] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:23.860944] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:23.861030] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:23.861064] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:23.905128] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:23.905372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:23.905435] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:23.905490] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:23.909396] [DEBUG] [FORECASTER] UNH: Forecast T+1@11:T+2@11: UP (p=88.21%) [2025-10-09T22:51:23.909704] [INFO ] [FORECASTER] Completed predict_future for UNH [2025-10-09T22:51:23.909874] [INFO ] [sig ] UNH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:24.087308] [INFO ] [LOCAL ] Saved forecast: UNH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UNH.txt [2025-10-09T22:51:24.087639] [WARN ] [sig ] [2036/2211] Failed UNH after 0.3s | 5.34 sym/s | Total: 6.3m | ETA: 32.7s [2025-10-09T22:51:24.087743] [INFO ] [sig ] [2037/2211] Forecasting UNM... [2025-10-09T22:51:24.087794] [INFO ] [sig ] Generating forecast for: UNM [2025-10-09T22:51:24.087851] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNM' from 'https://tdm.silogroup.org/data/derivative_storage/UNM.csv'. [2025-10-09T22:51:24.098052] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UNM'. [2025-10-09T22:51:24.098308] [INFO ] [FORECASTER] Starting predict_future for UNM [2025-10-09T22:51:24.123669] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:24.124375] [DEBUG] [LOCAL ] No optimal features file found for UNM: ./output/feature-sets/UNM.txt [2025-10-09T22:51:24.124430] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:24.124462] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:24.124489] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:24.124544] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:24.141911] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:24.142471] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:24.142554] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:24.142587] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:24.179532] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:24.179612] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:24.179673] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:24.179723] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:24.182829] [DEBUG] [FORECASTER] UNM: Forecast T+1@11:T+2@11: UP (p=97.62%) [2025-10-09T22:51:24.183095] [INFO ] [FORECASTER] Completed predict_future for UNM [2025-10-09T22:51:24.183231] [INFO ] [sig ] UNM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:24.325963] [INFO ] [LOCAL ] Saved forecast: UNM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UNM.txt [2025-10-09T22:51:24.326173] [WARN ] [sig ] [2037/2211] Failed UNM after 0.2s | 5.34 sym/s | Total: 6.4m | ETA: 32.6s [2025-10-09T22:51:24.326248] [INFO ] [sig ] [2038/2211] Forecasting UNMA... [2025-10-09T22:51:24.326287] [INFO ] [sig ] Generating forecast for: UNMA [2025-10-09T22:51:24.326318] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNMA' from 'https://tdm.silogroup.org/data/derivative_storage/UNMA.csv'. [2025-10-09T22:51:24.335364] [DEBUG] [REMOTE ] Successfully parsed 1805 rows of historical data for symbol 'UNMA'. [2025-10-09T22:51:24.335630] [INFO ] [FORECASTER] Starting predict_future for UNMA [2025-10-09T22:51:24.360952] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:24.361633] [DEBUG] [LOCAL ] No optimal features file found for UNMA: ./output/feature-sets/UNMA.txt [2025-10-09T22:51:24.361714] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:24.361751] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:24.361777] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:24.361832] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:24.379569] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:24.380136] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:24.380217] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:24.380251] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:24.414068] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:24.414146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:24.414180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:24.414597] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:24.418853] [DEBUG] [FORECASTER] UNMA: Forecast T+1@11:T+2@11: UP (p=52.16%) [2025-10-09T22:51:24.419115] [INFO ] [FORECASTER] Completed predict_future for UNMA [2025-10-09T22:51:24.419252] [INFO ] [sig ] UNMA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:24.560433] [INFO ] [LOCAL ] Saved forecast: UNMA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UNMA.txt [2025-10-09T22:51:24.560667] [WARN ] [sig ] [2038/2211] Failed UNMA after 0.2s | 5.34 sym/s | Total: 6.4m | ETA: 32.4s [2025-10-09T22:51:24.560750] [INFO ] [sig ] [2039/2211] Forecasting UNP... [2025-10-09T22:51:24.560789] [INFO ] [sig ] Generating forecast for: UNP [2025-10-09T22:51:24.560820] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UNP' from 'https://tdm.silogroup.org/data/derivative_storage/UNP.csv'. [2025-10-09T22:51:24.572600] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UNP'. [2025-10-09T22:51:24.573009] [INFO ] [FORECASTER] Starting predict_future for UNP [2025-10-09T22:51:24.599439] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:24.600240] [DEBUG] [LOCAL ] No optimal features file found for UNP: ./output/feature-sets/UNP.txt [2025-10-09T22:51:24.600297] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:24.600354] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:24.600385] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:24.600444] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:24.618733] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:24.619303] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:24.619390] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:24.619425] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:24.653888] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:24.654000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:24.654036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:24.654064] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:24.657422] [DEBUG] [FORECASTER] UNP: Forecast T+1@11:T+2@11: DOWN (p=12.14%) [2025-10-09T22:51:24.657791] [INFO ] [FORECASTER] Completed predict_future for UNP [2025-10-09T22:51:24.657945] [INFO ] [sig ] UNP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:24.803959] [INFO ] [LOCAL ] Saved forecast: UNP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UNP.txt [2025-10-09T22:51:24.804238] [WARN ] [sig ] [2039/2211] Failed UNP after 0.2s | 5.34 sym/s | Total: 6.4m | ETA: 32.2s [2025-10-09T22:51:24.804328] [INFO ] [sig ] [2040/2211] Forecasting UP... [2025-10-09T22:51:24.804397] [INFO ] [sig ] Generating forecast for: UP [2025-10-09T22:51:24.804444] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UP' from 'https://tdm.silogroup.org/data/derivative_storage/UP.csv'. [2025-10-09T22:51:24.813866] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UP'. [2025-10-09T22:51:24.814199] [INFO ] [FORECASTER] Starting predict_future for UP [2025-10-09T22:51:24.840190] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:24.841059] [DEBUG] [LOCAL ] No optimal features file found for UP: ./output/feature-sets/UP.txt [2025-10-09T22:51:24.841118] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:24.841153] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:24.841182] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:24.841262] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:24.859260] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:24.859965] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:24.860053] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:24.860088] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:24.895826] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:24.895937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:24.895974] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:24.896003] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:24.899258] [DEBUG] [FORECASTER] UP: Forecast T+1@11:T+2@11: UP (p=95.31%) [2025-10-09T22:51:24.899543] [INFO ] [FORECASTER] Completed predict_future for UP [2025-10-09T22:51:24.899704] [INFO ] [sig ] UP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:25.044069] [INFO ] [LOCAL ] Saved forecast: UP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UP.txt [2025-10-09T22:51:25.044324] [WARN ] [sig ] [2040/2211] Failed UP after 0.2s | 5.34 sym/s | Total: 6.4m | ETA: 32.0s [2025-10-09T22:51:25.044403] [INFO ] [sig ] [2041/2211] Forecasting UPS... [2025-10-09T22:51:25.044442] [INFO ] [sig ] Generating forecast for: UPS [2025-10-09T22:51:25.044473] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UPS' from 'https://tdm.silogroup.org/data/derivative_storage/UPS.csv'. [2025-10-09T22:51:25.054877] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UPS'. [2025-10-09T22:51:25.055230] [INFO ] [FORECASTER] Starting predict_future for UPS [2025-10-09T22:51:25.081852] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:25.082608] [DEBUG] [LOCAL ] No optimal features file found for UPS: ./output/feature-sets/UPS.txt [2025-10-09T22:51:25.082690] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:25.082738] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:25.082770] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:25.082829] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:25.102461] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:25.103184] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:25.103277] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:25.103316] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:25.143622] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:25.143835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:25.143895] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:25.143928] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:25.147828] [DEBUG] [FORECASTER] UPS: Forecast T+1@11:T+2@11: UP (p=79.50%) [2025-10-09T22:51:25.148119] [INFO ] [FORECASTER] Completed predict_future for UPS [2025-10-09T22:51:25.148265] [INFO ] [sig ] UPS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:25.310408] [INFO ] [LOCAL ] Saved forecast: UPS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UPS.txt [2025-10-09T22:51:25.310702] [WARN ] [sig ] [2041/2211] Failed UPS after 0.3s | 5.34 sym/s | Total: 6.4m | ETA: 31.8s [2025-10-09T22:51:25.310786] [INFO ] [sig ] [2042/2211] Forecasting URI... [2025-10-09T22:51:25.310827] [INFO ] [sig ] Generating forecast for: URI [2025-10-09T22:51:25.310860] [DEBUG] [REMOTE ] Fetching historical data for symbol 'URI' from 'https://tdm.silogroup.org/data/derivative_storage/URI.csv'. [2025-10-09T22:51:25.321565] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'URI'. [2025-10-09T22:51:25.321954] [INFO ] [FORECASTER] Starting predict_future for URI [2025-10-09T22:51:25.348632] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:25.349461] [DEBUG] [LOCAL ] No optimal features file found for URI: ./output/feature-sets/URI.txt [2025-10-09T22:51:25.349518] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:25.349552] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:25.349580] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:25.349639] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:25.367758] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:25.368343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:25.368433] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:25.368468] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:25.409299] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:25.409503] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:25.409565] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:25.409600] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:25.413553] [DEBUG] [FORECASTER] URI: Forecast T+1@11:T+2@11: DOWN (p=6.27%) [2025-10-09T22:51:25.413950] [INFO ] [FORECASTER] Completed predict_future for URI [2025-10-09T22:51:25.414119] [INFO ] [sig ] URI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:25.562684] [INFO ] [LOCAL ] Saved forecast: URI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/URI.txt [2025-10-09T22:51:25.562948] [WARN ] [sig ] [2042/2211] Failed URI after 0.3s | 5.34 sym/s | Total: 6.4m | ETA: 31.7s [2025-10-09T22:51:25.563030] [INFO ] [sig ] [2043/2211] Forecasting USA... [2025-10-09T22:51:25.563070] [INFO ] [sig ] Generating forecast for: USA [2025-10-09T22:51:25.563103] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USA' from 'https://tdm.silogroup.org/data/derivative_storage/USA.csv'. [2025-10-09T22:51:25.573015] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'USA'. [2025-10-09T22:51:25.573272] [INFO ] [FORECASTER] Starting predict_future for USA [2025-10-09T22:51:25.599151] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:25.599888] [DEBUG] [LOCAL ] No optimal features file found for USA: ./output/feature-sets/USA.txt [2025-10-09T22:51:25.599943] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:25.599976] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:25.600003] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:25.600058] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:25.617488] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:25.618089] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:25.618173] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:25.618206] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:25.654193] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:25.654317] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:25.654353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:25.654381] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:25.657709] [DEBUG] [FORECASTER] USA: Forecast T+1@11:T+2@11: UP (p=52.55%) [2025-10-09T22:51:25.657988] [INFO ] [FORECASTER] Completed predict_future for USA [2025-10-09T22:51:25.658125] [INFO ] [sig ] USA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:25.801960] [INFO ] [LOCAL ] Saved forecast: USA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/USA.txt [2025-10-09T22:51:25.802197] [WARN ] [sig ] [2043/2211] Failed USA after 0.2s | 5.34 sym/s | Total: 6.4m | ETA: 31.5s [2025-10-09T22:51:25.802274] [INFO ] [sig ] [2044/2211] Forecasting USAC... [2025-10-09T22:51:25.802316] [INFO ] [sig ] Generating forecast for: USAC [2025-10-09T22:51:25.802347] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USAC' from 'https://tdm.silogroup.org/data/derivative_storage/USAC.csv'. [2025-10-09T22:51:25.812236] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'USAC'. [2025-10-09T22:51:25.812620] [INFO ] [FORECASTER] Starting predict_future for USAC [2025-10-09T22:51:25.839761] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:25.840501] [DEBUG] [LOCAL ] No optimal features file found for USAC: ./output/feature-sets/USAC.txt [2025-10-09T22:51:25.840562] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:25.840598] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:25.840625] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:25.840717] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:25.858860] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:25.859419] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:25.859504] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:25.859539] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:25.895546] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:25.895844] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:25.895936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:25.896011] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:25.901781] [DEBUG] [FORECASTER] USAC: Forecast T+1@11:T+2@11: DOWN (p=29.07%) [2025-10-09T22:51:25.902188] [INFO ] [FORECASTER] Completed predict_future for USAC [2025-10-09T22:51:25.902390] [INFO ] [sig ] USAC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:26.062788] [INFO ] [LOCAL ] Saved forecast: USAC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/USAC.txt [2025-10-09T22:51:26.063017] [WARN ] [sig ] [2044/2211] Failed USAC after 0.3s | 5.34 sym/s | Total: 6.4m | ETA: 31.3s [2025-10-09T22:51:26.063095] [INFO ] [sig ] [2045/2211] Forecasting USB... [2025-10-09T22:51:26.063135] [INFO ] [sig ] Generating forecast for: USB [2025-10-09T22:51:26.063165] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USB' from 'https://tdm.silogroup.org/data/derivative_storage/USB.csv'. [2025-10-09T22:51:26.072678] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'USB'. [2025-10-09T22:51:26.072950] [INFO ] [FORECASTER] Starting predict_future for USB [2025-10-09T22:51:26.098563] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:26.099289] [DEBUG] [LOCAL ] No optimal features file found for USB: ./output/feature-sets/USB.txt [2025-10-09T22:51:26.099342] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:26.099374] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:26.099403] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:26.099459] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:26.117285] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:26.117905] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:26.118021] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:26.118061] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:26.156357] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:26.156495] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:26.156534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:26.156564] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:26.160045] [DEBUG] [FORECASTER] USB: Forecast T+1@11:T+2@11: DOWN (p=2.17%) [2025-10-09T22:51:26.160326] [INFO ] [FORECASTER] Completed predict_future for USB [2025-10-09T22:51:26.160461] [INFO ] [sig ] USB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:26.303697] [INFO ] [LOCAL ] Saved forecast: USB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/USB.txt [2025-10-09T22:51:26.303948] [WARN ] [sig ] [2045/2211] Failed USB after 0.2s | 5.34 sym/s | Total: 6.4m | ETA: 31.1s [2025-10-09T22:51:26.304025] [INFO ] [sig ] [2046/2211] Forecasting USFD... [2025-10-09T22:51:26.304064] [INFO ] [sig ] Generating forecast for: USFD [2025-10-09T22:51:26.304095] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USFD' from 'https://tdm.silogroup.org/data/derivative_storage/USFD.csv'. [2025-10-09T22:51:26.314878] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'USFD'. [2025-10-09T22:51:26.315332] [INFO ] [FORECASTER] Starting predict_future for USFD [2025-10-09T22:51:26.341194] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:26.341953] [DEBUG] [LOCAL ] No optimal features file found for USFD: ./output/feature-sets/USFD.txt [2025-10-09T22:51:26.342008] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:26.342061] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:26.342091] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:26.342148] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:26.359450] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:26.360074] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:26.360163] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:26.360196] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:26.397637] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:26.397743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:26.397780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:26.397809] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:26.404875] [DEBUG] [FORECASTER] USFD: Forecast T+1@11:T+2@11: UP (p=65.02%) [2025-10-09T22:51:26.405242] [INFO ] [FORECASTER] Completed predict_future for USFD [2025-10-09T22:51:26.405412] [INFO ] [sig ] USFD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:26.550487] [INFO ] [LOCAL ] Saved forecast: USFD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/USFD.txt [2025-10-09T22:51:26.550816] [WARN ] [sig ] [2046/2211] Failed USFD after 0.2s | 5.34 sym/s | Total: 6.4m | ETA: 30.9s [2025-10-09T22:51:26.550933] [INFO ] [sig ] [2047/2211] Forecasting USNA... [2025-10-09T22:51:26.550989] [INFO ] [sig ] Generating forecast for: USNA [2025-10-09T22:51:26.551023] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USNA' from 'https://tdm.silogroup.org/data/derivative_storage/USNA.csv'. [2025-10-09T22:51:26.560893] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'USNA'. [2025-10-09T22:51:26.561174] [INFO ] [FORECASTER] Starting predict_future for USNA [2025-10-09T22:51:26.586604] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:26.587306] [DEBUG] [LOCAL ] No optimal features file found for USNA: ./output/feature-sets/USNA.txt [2025-10-09T22:51:26.587360] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:26.587392] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:26.587418] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:26.587476] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:26.604615] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:26.605241] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:26.605324] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:26.605357] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:26.654266] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:26.654460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:26.654503] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:26.654531] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:26.658492] [DEBUG] [FORECASTER] USNA: Forecast T+1@11:T+2@11: UP (p=78.79%) [2025-10-09T22:51:26.658826] [INFO ] [FORECASTER] Completed predict_future for USNA [2025-10-09T22:51:26.658974] [INFO ] [sig ] USNA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:26.801542] [INFO ] [LOCAL ] Saved forecast: USNA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/USNA.txt [2025-10-09T22:51:26.801792] [WARN ] [sig ] [2047/2211] Failed USNA after 0.3s | 5.34 sym/s | Total: 6.4m | ETA: 30.7s [2025-10-09T22:51:26.801875] [INFO ] [sig ] [2048/2211] Forecasting USPH... [2025-10-09T22:51:26.801914] [INFO ] [sig ] Generating forecast for: USPH [2025-10-09T22:51:26.801945] [DEBUG] [REMOTE ] Fetching historical data for symbol 'USPH' from 'https://tdm.silogroup.org/data/derivative_storage/USPH.csv'. [2025-10-09T22:51:26.810710] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'USPH'. [2025-10-09T22:51:26.810966] [INFO ] [FORECASTER] Starting predict_future for USPH [2025-10-09T22:51:26.836188] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:26.836934] [DEBUG] [LOCAL ] No optimal features file found for USPH: ./output/feature-sets/USPH.txt [2025-10-09T22:51:26.836991] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:26.837025] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:26.837054] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:26.837112] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:26.854627] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:26.855198] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:26.855284] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:26.855319] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:26.890384] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:26.890470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:26.890507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:26.890537] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:26.893792] [DEBUG] [FORECASTER] USPH: Forecast T+1@11:T+2@11: DOWN (p=1.58%) [2025-10-09T22:51:26.894063] [INFO ] [FORECASTER] Completed predict_future for USPH [2025-10-09T22:51:26.894209] [INFO ] [sig ] USPH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:27.063397] [INFO ] [LOCAL ] Saved forecast: USPH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/USPH.txt [2025-10-09T22:51:27.063744] [WARN ] [sig ] [2048/2211] Failed USPH after 0.3s | 5.33 sym/s | Total: 6.4m | ETA: 30.6s [2025-10-09T22:51:27.063814] [INFO ] [sig ] [2049/2211] Forecasting UTF... [2025-10-09T22:51:27.063851] [INFO ] [sig ] Generating forecast for: UTF [2025-10-09T22:51:27.063886] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTF' from 'https://tdm.silogroup.org/data/derivative_storage/UTF.csv'. [2025-10-09T22:51:27.073988] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UTF'. [2025-10-09T22:51:27.074474] [INFO ] [FORECASTER] Starting predict_future for UTF [2025-10-09T22:51:27.102248] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:27.103065] [DEBUG] [LOCAL ] No optimal features file found for UTF: ./output/feature-sets/UTF.txt [2025-10-09T22:51:27.103120] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:27.103155] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:27.103184] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:27.103242] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:27.120968] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:27.121769] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:27.121856] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:27.121891] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:27.159309] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:27.159493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:27.159535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:27.159563] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:27.163080] [DEBUG] [FORECASTER] UTF: Forecast T+1@11:T+2@11: UP (p=89.97%) [2025-10-09T22:51:27.163370] [INFO ] [FORECASTER] Completed predict_future for UTF [2025-10-09T22:51:27.163513] [INFO ] [sig ] UTF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:27.346300] [INFO ] [LOCAL ] Saved forecast: UTF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UTF.txt [2025-10-09T22:51:27.346675] [WARN ] [sig ] [2049/2211] Failed UTF after 0.3s | 5.33 sym/s | Total: 6.4m | ETA: 30.4s [2025-10-09T22:51:27.346769] [INFO ] [sig ] [2050/2211] Forecasting UTI... [2025-10-09T22:51:27.346833] [INFO ] [sig ] Generating forecast for: UTI [2025-10-09T22:51:27.346873] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTI' from 'https://tdm.silogroup.org/data/derivative_storage/UTI.csv'. [2025-10-09T22:51:27.357964] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UTI'. [2025-10-09T22:51:27.358364] [INFO ] [FORECASTER] Starting predict_future for UTI [2025-10-09T22:51:27.388700] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:27.389486] [DEBUG] [LOCAL ] No optimal features file found for UTI: ./output/feature-sets/UTI.txt [2025-10-09T22:51:27.389544] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:27.389578] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:27.389606] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:27.389686] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:27.409684] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:27.410484] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:27.410589] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:27.410638] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:27.453792] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:27.453943] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:27.453985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:27.454015] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:27.458028] [DEBUG] [FORECASTER] UTI: Forecast T+1@11:T+2@11: UP (p=67.09%) [2025-10-09T22:51:27.458342] [INFO ] [FORECASTER] Completed predict_future for UTI [2025-10-09T22:51:27.458505] [INFO ] [sig ] UTI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:27.626287] [INFO ] [LOCAL ] Saved forecast: UTI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UTI.txt [2025-10-09T22:51:27.626585] [WARN ] [sig ] [2050/2211] Failed UTI after 0.3s | 5.33 sym/s | Total: 6.4m | ETA: 30.2s [2025-10-09T22:51:27.626696] [INFO ] [sig ] [2051/2211] Forecasting UTL... [2025-10-09T22:51:27.626743] [INFO ] [sig ] Generating forecast for: UTL [2025-10-09T22:51:27.626778] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTL' from 'https://tdm.silogroup.org/data/derivative_storage/UTL.csv'. [2025-10-09T22:51:27.637877] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UTL'. [2025-10-09T22:51:27.638245] [INFO ] [FORECASTER] Starting predict_future for UTL [2025-10-09T22:51:27.667113] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:27.667981] [DEBUG] [LOCAL ] No optimal features file found for UTL: ./output/feature-sets/UTL.txt [2025-10-09T22:51:27.668056] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:27.668121] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:27.668162] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:27.668222] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:27.690638] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:27.691329] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:27.691417] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:27.691452] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:27.732965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:27.733155] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:27.733206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:27.733238] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:27.737563] [DEBUG] [FORECASTER] UTL: Forecast T+1@11:T+2@11: UP (p=97.81%) [2025-10-09T22:51:27.737953] [INFO ] [FORECASTER] Completed predict_future for UTL [2025-10-09T22:51:27.738122] [INFO ] [sig ] UTL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:27.888554] [INFO ] [LOCAL ] Saved forecast: UTL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UTL.txt [2025-10-09T22:51:27.888851] [WARN ] [sig ] [2051/2211] Failed UTL after 0.3s | 5.33 sym/s | Total: 6.4m | ETA: 30.0s [2025-10-09T22:51:27.888935] [INFO ] [sig ] [2052/2211] Forecasting UTZ... [2025-10-09T22:51:27.888974] [INFO ] [sig ] Generating forecast for: UTZ [2025-10-09T22:51:27.889006] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UTZ' from 'https://tdm.silogroup.org/data/derivative_storage/UTZ.csv'. [2025-10-09T22:51:27.899239] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UTZ'. [2025-10-09T22:51:27.899579] [INFO ] [FORECASTER] Starting predict_future for UTZ [2025-10-09T22:51:27.925351] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:27.926264] [DEBUG] [LOCAL ] No optimal features file found for UTZ: ./output/feature-sets/UTZ.txt [2025-10-09T22:51:27.926323] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:27.926411] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:27.926450] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:27.926510] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:27.944408] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:27.945093] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:27.945182] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:27.945217] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:27.984400] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:27.984599] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:27.984669] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:27.984734] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:27.989179] [DEBUG] [FORECASTER] UTZ: Forecast T+1@11:T+2@11: DOWN (p=28.69%) [2025-10-09T22:51:27.989496] [INFO ] [FORECASTER] Completed predict_future for UTZ [2025-10-09T22:51:27.989666] [INFO ] [sig ] UTZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:28.142714] [INFO ] [LOCAL ] Saved forecast: UTZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UTZ.txt [2025-10-09T22:51:28.142991] [WARN ] [sig ] [2052/2211] Failed UTZ after 0.3s | 5.33 sym/s | Total: 6.4m | ETA: 29.8s [2025-10-09T22:51:28.143089] [INFO ] [sig ] [2053/2211] Forecasting UVE... [2025-10-09T22:51:28.143144] [INFO ] [sig ] Generating forecast for: UVE [2025-10-09T22:51:28.143180] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UVE' from 'https://tdm.silogroup.org/data/derivative_storage/UVE.csv'. [2025-10-09T22:51:28.152776] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UVE'. [2025-10-09T22:51:28.153093] [INFO ] [FORECASTER] Starting predict_future for UVE [2025-10-09T22:51:28.179176] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:28.179969] [DEBUG] [LOCAL ] No optimal features file found for UVE: ./output/feature-sets/UVE.txt [2025-10-09T22:51:28.180025] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:28.180095] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:28.180144] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:28.180203] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:28.197775] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:28.198321] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:28.198417] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:28.198454] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:28.245909] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:28.246015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:28.246072] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:28.246105] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:28.249331] [DEBUG] [FORECASTER] UVE: Forecast T+1@11:T+2@11: DOWN (p=27.94%) [2025-10-09T22:51:28.249600] [INFO ] [FORECASTER] Completed predict_future for UVE [2025-10-09T22:51:28.249762] [INFO ] [sig ] UVE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:28.393158] [INFO ] [LOCAL ] Saved forecast: UVE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UVE.txt [2025-10-09T22:51:28.393393] [WARN ] [sig ] [2053/2211] Failed UVE after 0.3s | 5.33 sym/s | Total: 6.4m | ETA: 29.6s [2025-10-09T22:51:28.393471] [INFO ] [sig ] [2054/2211] Forecasting UVV... [2025-10-09T22:51:28.393510] [INFO ] [sig ] Generating forecast for: UVV [2025-10-09T22:51:28.393542] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UVV' from 'https://tdm.silogroup.org/data/derivative_storage/UVV.csv'. [2025-10-09T22:51:28.403380] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UVV'. [2025-10-09T22:51:28.403684] [INFO ] [FORECASTER] Starting predict_future for UVV [2025-10-09T22:51:28.429279] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:28.430018] [DEBUG] [LOCAL ] No optimal features file found for UVV: ./output/feature-sets/UVV.txt [2025-10-09T22:51:28.430073] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:28.430107] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:28.430134] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:28.430191] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:28.448207] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:28.448862] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:28.448945] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:28.448978] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:28.482744] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:28.482851] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:28.482888] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:28.482915] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:28.488618] [DEBUG] [FORECASTER] UVV: Forecast T+1@11:T+2@11: UP (p=92.29%) [2025-10-09T22:51:28.488927] [INFO ] [FORECASTER] Completed predict_future for UVV [2025-10-09T22:51:28.489062] [INFO ] [sig ] UVV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:28.634177] [INFO ] [LOCAL ] Saved forecast: UVV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UVV.txt [2025-10-09T22:51:28.634401] [WARN ] [sig ] [2054/2211] Failed UVV after 0.2s | 5.33 sym/s | Total: 6.4m | ETA: 29.5s [2025-10-09T22:51:28.634478] [INFO ] [sig ] [2055/2211] Forecasting UWMC... [2025-10-09T22:51:28.634519] [INFO ] [sig ] Generating forecast for: UWMC [2025-10-09T22:51:28.634550] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UWMC' from 'https://tdm.silogroup.org/data/derivative_storage/UWMC.csv'. [2025-10-09T22:51:28.643964] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UWMC'. [2025-10-09T22:51:28.644270] [INFO ] [FORECASTER] Starting predict_future for UWMC [2025-10-09T22:51:28.669310] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:28.670037] [DEBUG] [LOCAL ] No optimal features file found for UWMC: ./output/feature-sets/UWMC.txt [2025-10-09T22:51:28.670092] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:28.670125] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:28.670152] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:28.670208] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:28.687431] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:28.688069] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:28.688154] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:28.688188] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:28.721540] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:28.721635] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:28.721711] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:28.721746] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:28.728348] [DEBUG] [FORECASTER] UWMC: Forecast T+1@11:T+2@11: DOWN (p=1.25%) [2025-10-09T22:51:28.728622] [INFO ] [FORECASTER] Completed predict_future for UWMC [2025-10-09T22:51:28.728789] [INFO ] [sig ] UWMC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:28.872237] [INFO ] [LOCAL ] Saved forecast: UWMC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UWMC.txt [2025-10-09T22:51:28.872453] [WARN ] [sig ] [2055/2211] Failed UWMC after 0.2s | 5.33 sym/s | Total: 6.4m | ETA: 29.3s [2025-10-09T22:51:28.872531] [INFO ] [sig ] [2056/2211] Forecasting UZD... [2025-10-09T22:51:28.872570] [INFO ] [sig ] Generating forecast for: UZD [2025-10-09T22:51:28.872602] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UZD' from 'https://tdm.silogroup.org/data/derivative_storage/UZD.csv'. [2025-10-09T22:51:28.884769] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UZD'. [2025-10-09T22:51:28.885192] [INFO ] [FORECASTER] Starting predict_future for UZD [2025-10-09T22:51:28.915224] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:28.916033] [DEBUG] [LOCAL ] No optimal features file found for UZD: ./output/feature-sets/UZD.txt [2025-10-09T22:51:28.916089] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:28.916123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:28.916150] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:28.916206] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:28.933341] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:28.933943] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:28.934030] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:28.934064] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:28.964715] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:28.964798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:28.964832] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:28.964860] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:28.968440] [DEBUG] [FORECASTER] UZD: Forecast T+1@11:T+2@11: DOWN (p=17.67%) [2025-10-09T22:51:28.969157] [INFO ] [FORECASTER] Completed predict_future for UZD [2025-10-09T22:51:28.969383] [INFO ] [sig ] UZD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:29.136235] [INFO ] [LOCAL ] Saved forecast: UZD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UZD.txt [2025-10-09T22:51:29.136539] [WARN ] [sig ] [2056/2211] Failed UZD after 0.3s | 5.33 sym/s | Total: 6.4m | ETA: 29.1s [2025-10-09T22:51:29.136632] [INFO ] [sig ] [2057/2211] Forecasting UZE... [2025-10-09T22:51:29.136709] [INFO ] [sig ] Generating forecast for: UZE [2025-10-09T22:51:29.136747] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UZE' from 'https://tdm.silogroup.org/data/derivative_storage/UZE.csv'. [2025-10-09T22:51:29.147272] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UZE'. [2025-10-09T22:51:29.147567] [INFO ] [FORECASTER] Starting predict_future for UZE [2025-10-09T22:51:29.173573] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:29.174299] [DEBUG] [LOCAL ] No optimal features file found for UZE: ./output/feature-sets/UZE.txt [2025-10-09T22:51:29.174353] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:29.174386] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:29.174413] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:29.174469] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:29.191742] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:29.192282] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:29.192363] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:29.192396] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:29.227707] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:29.227802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:29.227838] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:29.227866] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:29.231010] [DEBUG] [FORECASTER] UZE: Forecast T+1@11:T+2@11: UP (p=93.73%) [2025-10-09T22:51:29.231273] [INFO ] [FORECASTER] Completed predict_future for UZE [2025-10-09T22:51:29.231399] [INFO ] [sig ] UZE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:29.376454] [INFO ] [LOCAL ] Saved forecast: UZE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/UZE.txt [2025-10-09T22:51:29.376701] [WARN ] [sig ] [2057/2211] Failed UZE after 0.2s | 5.33 sym/s | Total: 6.4m | ETA: 28.9s [2025-10-09T22:51:29.376784] [INFO ] [sig ] [2058/2211] Forecasting UZF... [2025-10-09T22:51:29.376823] [INFO ] [sig ] Generating forecast for: UZF [2025-10-09T22:51:29.376855] [DEBUG] [REMOTE ] Fetching historical data for symbol 'UZF' from 'https://tdm.silogroup.org/data/derivative_storage/UZF.csv'. [2025-10-09T22:51:29.386237] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'UZF'. [2025-10-09T22:51:29.386503] [INFO ] [FORECASTER] Starting predict_future for UZF [2025-10-09T22:51:29.411786] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:29.412498] [DEBUG] [LOCAL ] No optimal features file found for UZF: ./output/feature-sets/UZF.txt [2025-10-09T22:51:29.412552] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:29.412585] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:29.412610] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:29.412687] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:29.430292] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:29.430866] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:29.430949] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:29.430983] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:29.464332] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:29.464454] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:29.464508] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:29.464538] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:29.467906] [DEBUG] [FORECASTER] UZF: Forecast T+1@11:T+2@11: DOWN (p=49.41%) [2025-10-09T22:51:29.468174] [INFO ] [FORECASTER] Completed predict_future for UZF [2025-10-09T22:51:29.468301] [INFO ] [sig ] UZF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:29.612786] [INFO ] [LOCAL ] Saved forecast: UZF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/UZF.txt [2025-10-09T22:51:29.613001] [WARN ] [sig ] [2058/2211] Failed UZF after 0.2s | 5.33 sym/s | Total: 6.4m | ETA: 28.7s [2025-10-09T22:51:29.613079] [INFO ] [sig ] [2059/2211] Forecasting V... [2025-10-09T22:51:29.613119] [INFO ] [sig ] Generating forecast for: V [2025-10-09T22:51:29.613151] [DEBUG] [REMOTE ] Fetching historical data for symbol 'V' from 'https://tdm.silogroup.org/data/derivative_storage/V.csv'. [2025-10-09T22:51:29.623153] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'V'. [2025-10-09T22:51:29.623424] [INFO ] [FORECASTER] Starting predict_future for V [2025-10-09T22:51:29.648719] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:29.649403] [DEBUG] [LOCAL ] No optimal features file found for V: ./output/feature-sets/V.txt [2025-10-09T22:51:29.649457] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:29.649490] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:29.649517] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:29.649572] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:29.667260] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:29.667880] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:29.667963] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:29.667997] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:29.712590] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:29.712815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:29.712869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:29.712900] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:29.716756] [DEBUG] [FORECASTER] V: Forecast T+1@11:T+2@11: DOWN (p=8.10%) [2025-10-09T22:51:29.717061] [INFO ] [FORECASTER] Completed predict_future for V [2025-10-09T22:51:29.717212] [INFO ] [sig ] V: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:29.859972] [INFO ] [LOCAL ] Saved forecast: V 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/V.txt [2025-10-09T22:51:29.860248] [WARN ] [sig ] [2059/2211] Failed V after 0.2s | 5.32 sym/s | Total: 6.4m | ETA: 28.5s [2025-10-09T22:51:29.860327] [INFO ] [sig ] [2060/2211] Forecasting VAC... [2025-10-09T22:51:29.860371] [INFO ] [sig ] Generating forecast for: VAC [2025-10-09T22:51:29.860402] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VAC' from 'https://tdm.silogroup.org/data/derivative_storage/VAC.csv'. [2025-10-09T22:51:29.872119] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VAC'. [2025-10-09T22:51:29.872456] [INFO ] [FORECASTER] Starting predict_future for VAC [2025-10-09T22:51:29.898148] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:29.898913] [DEBUG] [LOCAL ] No optimal features file found for VAC: ./output/feature-sets/VAC.txt [2025-10-09T22:51:29.898969] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:29.899003] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:29.899051] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:29.899110] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:29.917241] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:29.917945] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:29.918040] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:29.918075] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:29.967181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:29.967502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:29.967565] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:29.967639] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:29.971356] [DEBUG] [FORECASTER] VAC: Forecast T+1@11:T+2@11: UP (p=59.79%) [2025-10-09T22:51:29.971632] [INFO ] [FORECASTER] Completed predict_future for VAC [2025-10-09T22:51:29.971813] [INFO ] [sig ] VAC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:30.116360] [INFO ] [LOCAL ] Saved forecast: VAC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VAC.txt [2025-10-09T22:51:30.116670] [WARN ] [sig ] [2060/2211] Failed VAC after 0.3s | 5.32 sym/s | Total: 6.4m | ETA: 28.4s [2025-10-09T22:51:30.116793] [INFO ] [sig ] [2061/2211] Forecasting VAL... [2025-10-09T22:51:30.116833] [INFO ] [sig ] Generating forecast for: VAL [2025-10-09T22:51:30.116865] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VAL' from 'https://tdm.silogroup.org/data/derivative_storage/VAL.csv'. [2025-10-09T22:51:30.128103] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VAL'. [2025-10-09T22:51:30.128386] [INFO ] [FORECASTER] Starting predict_future for VAL [2025-10-09T22:51:30.153851] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:30.154576] [DEBUG] [LOCAL ] No optimal features file found for VAL: ./output/feature-sets/VAL.txt [2025-10-09T22:51:30.154629] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:30.154698] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:30.154737] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:30.154803] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:30.172423] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:30.172995] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:30.173077] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:30.173111] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:30.214876] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:30.214992] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:30.215029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:30.215057] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:30.218299] [DEBUG] [FORECASTER] VAL: Forecast T+1@11:T+2@11: DOWN (p=35.91%) [2025-10-09T22:51:30.218564] [INFO ] [FORECASTER] Completed predict_future for VAL [2025-10-09T22:51:30.218732] [INFO ] [sig ] VAL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:30.361491] [INFO ] [LOCAL ] Saved forecast: VAL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VAL.txt [2025-10-09T22:51:30.361757] [WARN ] [sig ] [2061/2211] Failed VAL after 0.2s | 5.32 sym/s | Total: 6.5m | ETA: 28.2s [2025-10-09T22:51:30.361842] [INFO ] [sig ] [2062/2211] Forecasting VALE... [2025-10-09T22:51:30.361881] [INFO ] [sig ] Generating forecast for: VALE [2025-10-09T22:51:30.361912] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VALE' from 'https://tdm.silogroup.org/data/derivative_storage/VALE.csv'. [2025-10-09T22:51:30.372771] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VALE'. [2025-10-09T22:51:30.373131] [INFO ] [FORECASTER] Starting predict_future for VALE [2025-10-09T22:51:30.399080] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:30.399828] [DEBUG] [LOCAL ] No optimal features file found for VALE: ./output/feature-sets/VALE.txt [2025-10-09T22:51:30.399885] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:30.399921] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:30.399950] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:30.400009] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:30.417673] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:30.418236] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:30.418320] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:30.418355] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:30.461834] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:30.462028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:30.462074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:30.462104] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:30.465843] [DEBUG] [FORECASTER] VALE: Forecast T+1@11:T+2@11: DOWN (p=36.86%) [2025-10-09T22:51:30.466153] [INFO ] [FORECASTER] Completed predict_future for VALE [2025-10-09T22:51:30.466308] [INFO ] [sig ] VALE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:30.611303] [INFO ] [LOCAL ] Saved forecast: VALE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VALE.txt [2025-10-09T22:51:30.611560] [WARN ] [sig ] [2062/2211] Failed VALE after 0.2s | 5.32 sym/s | Total: 6.5m | ETA: 28.0s [2025-10-09T22:51:30.611639] [INFO ] [sig ] [2063/2211] Forecasting VATE... [2025-10-09T22:51:30.611731] [INFO ] [sig ] Generating forecast for: VATE [2025-10-09T22:51:30.611766] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VATE' from 'https://tdm.silogroup.org/data/derivative_storage/VATE.csv'. [2025-10-09T22:51:30.621584] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VATE'. [2025-10-09T22:51:30.621963] [INFO ] [FORECASTER] Starting predict_future for VATE [2025-10-09T22:51:30.647732] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:30.648484] [DEBUG] [LOCAL ] No optimal features file found for VATE: ./output/feature-sets/VATE.txt [2025-10-09T22:51:30.648540] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:30.648574] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:30.648601] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:30.648679] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:30.666048] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:30.666609] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:30.666717] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:30.666760] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:30.704965] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:30.705061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:30.705098] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:30.705126] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:30.708287] [DEBUG] [FORECASTER] VATE: Forecast T+1@11:T+2@11: DOWN (p=24.89%) [2025-10-09T22:51:30.708550] [INFO ] [FORECASTER] Completed predict_future for VATE [2025-10-09T22:51:30.708723] [INFO ] [sig ] VATE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:30.861611] [INFO ] [LOCAL ] Saved forecast: VATE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VATE.txt [2025-10-09T22:51:30.861936] [WARN ] [sig ] [2063/2211] Failed VATE after 0.3s | 5.32 sym/s | Total: 6.5m | ETA: 27.8s [2025-10-09T22:51:30.862020] [INFO ] [sig ] [2064/2211] Forecasting VBF... [2025-10-09T22:51:30.862063] [INFO ] [sig ] Generating forecast for: VBF [2025-10-09T22:51:30.862094] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VBF' from 'https://tdm.silogroup.org/data/derivative_storage/VBF.csv'. [2025-10-09T22:51:30.871915] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VBF'. [2025-10-09T22:51:30.872172] [INFO ] [FORECASTER] Starting predict_future for VBF [2025-10-09T22:51:30.901401] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:30.902311] [DEBUG] [LOCAL ] No optimal features file found for VBF: ./output/feature-sets/VBF.txt [2025-10-09T22:51:30.902371] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:30.902407] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:30.902435] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:30.902492] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:30.921817] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:30.922723] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:30.922818] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:30.922854] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:30.963933] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:30.964130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:30.964178] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:30.964208] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:30.967998] [DEBUG] [FORECASTER] VBF: Forecast T+1@11:T+2@11: DOWN (p=3.36%) [2025-10-09T22:51:30.968281] [INFO ] [FORECASTER] Completed predict_future for VBF [2025-10-09T22:51:30.968437] [INFO ] [sig ] VBF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:31.119348] [INFO ] [LOCAL ] Saved forecast: VBF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VBF.txt [2025-10-09T22:51:31.119591] [WARN ] [sig ] [2064/2211] Failed VBF after 0.3s | 5.32 sym/s | Total: 6.5m | ETA: 27.6s [2025-10-09T22:51:31.119696] [INFO ] [sig ] [2065/2211] Forecasting VCV... [2025-10-09T22:51:31.119740] [INFO ] [sig ] Generating forecast for: VCV [2025-10-09T22:51:31.119771] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VCV' from 'https://tdm.silogroup.org/data/derivative_storage/VCV.csv'. [2025-10-09T22:51:31.130579] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VCV'. [2025-10-09T22:51:31.130895] [INFO ] [FORECASTER] Starting predict_future for VCV [2025-10-09T22:51:31.156431] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:31.157236] [DEBUG] [LOCAL ] No optimal features file found for VCV: ./output/feature-sets/VCV.txt [2025-10-09T22:51:31.157290] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:31.157323] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:31.157350] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:31.157406] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:31.174584] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:31.175164] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:31.175246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:31.175279] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:31.223107] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:31.223254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:31.223329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:31.223378] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:31.226955] [DEBUG] [FORECASTER] VCV: Forecast T+1@11:T+2@11: UP (p=59.47%) [2025-10-09T22:51:31.227240] [INFO ] [FORECASTER] Completed predict_future for VCV [2025-10-09T22:51:31.227381] [INFO ] [sig ] VCV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:31.370919] [INFO ] [LOCAL ] Saved forecast: VCV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VCV.txt [2025-10-09T22:51:31.371160] [WARN ] [sig ] [2065/2211] Failed VCV after 0.3s | 5.32 sym/s | Total: 6.5m | ETA: 27.4s [2025-10-09T22:51:31.371239] [INFO ] [sig ] [2066/2211] Forecasting VEEV... [2025-10-09T22:51:31.371295] [INFO ] [sig ] Generating forecast for: VEEV [2025-10-09T22:51:31.371326] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VEEV' from 'https://tdm.silogroup.org/data/derivative_storage/VEEV.csv'. [2025-10-09T22:51:31.381853] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VEEV'. [2025-10-09T22:51:31.382116] [INFO ] [FORECASTER] Starting predict_future for VEEV [2025-10-09T22:51:31.407717] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:31.408453] [DEBUG] [LOCAL ] No optimal features file found for VEEV: ./output/feature-sets/VEEV.txt [2025-10-09T22:51:31.408507] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:31.408540] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:31.408567] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:31.408624] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:31.426210] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:31.426785] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:31.426868] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:31.426901] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:31.470027] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:31.470131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:31.470168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:31.470196] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:31.473355] [DEBUG] [FORECASTER] VEEV: Forecast T+1@11:T+2@11: DOWN (p=42.13%) [2025-10-09T22:51:31.473617] [INFO ] [FORECASTER] Completed predict_future for VEEV [2025-10-09T22:51:31.473788] [INFO ] [sig ] VEEV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:31.623924] [INFO ] [LOCAL ] Saved forecast: VEEV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VEEV.txt [2025-10-09T22:51:31.624144] [WARN ] [sig ] [2066/2211] Failed VEEV after 0.3s | 5.32 sym/s | Total: 6.5m | ETA: 27.3s [2025-10-09T22:51:31.624220] [INFO ] [sig ] [2067/2211] Forecasting VEL... [2025-10-09T22:51:31.624259] [INFO ] [sig ] Generating forecast for: VEL [2025-10-09T22:51:31.624289] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VEL' from 'https://tdm.silogroup.org/data/derivative_storage/VEL.csv'. [2025-10-09T22:51:31.634125] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VEL'. [2025-10-09T22:51:31.634390] [INFO ] [FORECASTER] Starting predict_future for VEL [2025-10-09T22:51:31.663136] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:31.663933] [DEBUG] [LOCAL ] No optimal features file found for VEL: ./output/feature-sets/VEL.txt [2025-10-09T22:51:31.663992] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:31.664025] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:31.664093] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:31.664172] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:31.681403] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:31.681998] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:31.682086] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:31.682128] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:31.722944] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:31.723051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:31.723088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:31.723115] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:31.726390] [DEBUG] [FORECASTER] VEL: Forecast T+1@11:T+2@11: UP (p=95.06%) [2025-10-09T22:51:31.726684] [INFO ] [FORECASTER] Completed predict_future for VEL [2025-10-09T22:51:31.726837] [INFO ] [sig ] VEL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:31.881399] [INFO ] [LOCAL ] Saved forecast: VEL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VEL.txt [2025-10-09T22:51:31.881711] [WARN ] [sig ] [2067/2211] Failed VEL after 0.3s | 5.32 sym/s | Total: 6.5m | ETA: 27.1s [2025-10-09T22:51:31.881808] [INFO ] [sig ] [2068/2211] Forecasting VET... [2025-10-09T22:51:31.881850] [INFO ] [sig ] Generating forecast for: VET [2025-10-09T22:51:31.881883] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VET' from 'https://tdm.silogroup.org/data/derivative_storage/VET.csv'. [2025-10-09T22:51:31.891952] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VET'. [2025-10-09T22:51:31.892294] [INFO ] [FORECASTER] Starting predict_future for VET [2025-10-09T22:51:31.917960] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:31.918743] [DEBUG] [LOCAL ] No optimal features file found for VET: ./output/feature-sets/VET.txt [2025-10-09T22:51:31.918802] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:31.918837] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:31.918867] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:31.918924] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:31.936469] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:31.937044] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:31.937125] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:31.937159] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:31.975922] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:31.976009] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:31.976043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:31.976071] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:31.979188] [DEBUG] [FORECASTER] VET: Forecast T+1@11:T+2@11: DOWN (p=11.29%) [2025-10-09T22:51:31.979459] [INFO ] [FORECASTER] Completed predict_future for VET [2025-10-09T22:51:31.979598] [INFO ] [sig ] VET: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:32.126064] [INFO ] [LOCAL ] Saved forecast: VET 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VET.txt [2025-10-09T22:51:32.126331] [WARN ] [sig ] [2068/2211] Failed VET after 0.2s | 5.32 sym/s | Total: 6.5m | ETA: 26.9s [2025-10-09T22:51:32.126413] [INFO ] [sig ] [2069/2211] Forecasting VFC... [2025-10-09T22:51:32.126452] [INFO ] [sig ] Generating forecast for: VFC [2025-10-09T22:51:32.126484] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VFC' from 'https://tdm.silogroup.org/data/derivative_storage/VFC.csv'. [2025-10-09T22:51:32.136063] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VFC'. [2025-10-09T22:51:32.136343] [INFO ] [FORECASTER] Starting predict_future for VFC [2025-10-09T22:51:32.162216] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:32.163035] [DEBUG] [LOCAL ] No optimal features file found for VFC: ./output/feature-sets/VFC.txt [2025-10-09T22:51:32.163101] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:32.163135] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:32.163218] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:32.163285] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:32.181456] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:32.182061] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:32.182148] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:32.182183] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:32.230361] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:32.230555] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:32.230599] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:32.230629] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:32.234436] [DEBUG] [FORECASTER] VFC: Forecast T+1@11:T+2@11: UP (p=77.43%) [2025-10-09T22:51:32.234898] [INFO ] [FORECASTER] Completed predict_future for VFC [2025-10-09T22:51:32.235095] [INFO ] [sig ] VFC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:32.386566] [INFO ] [LOCAL ] Saved forecast: VFC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VFC.txt [2025-10-09T22:51:32.386824] [WARN ] [sig ] [2069/2211] Failed VFC after 0.3s | 5.32 sym/s | Total: 6.5m | ETA: 26.7s [2025-10-09T22:51:32.386908] [INFO ] [sig ] [2070/2211] Forecasting VGI... [2025-10-09T22:51:32.386947] [INFO ] [sig ] Generating forecast for: VGI [2025-10-09T22:51:32.386978] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VGI' from 'https://tdm.silogroup.org/data/derivative_storage/VGI.csv'. [2025-10-09T22:51:32.396109] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VGI'. [2025-10-09T22:51:32.396380] [INFO ] [FORECASTER] Starting predict_future for VGI [2025-10-09T22:51:32.422058] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:32.422810] [DEBUG] [LOCAL ] No optimal features file found for VGI: ./output/feature-sets/VGI.txt [2025-10-09T22:51:32.422865] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:32.422899] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:32.422928] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:32.422984] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:32.441116] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:32.441719] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:32.441805] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:32.441849] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:32.483168] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:32.483364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:32.483409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:32.483439] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:32.487102] [DEBUG] [FORECASTER] VGI: Forecast T+1@11:T+2@11: DOWN (p=27.17%) [2025-10-09T22:51:32.487406] [INFO ] [FORECASTER] Completed predict_future for VGI [2025-10-09T22:51:32.487565] [INFO ] [sig ] VGI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:32.635497] [INFO ] [LOCAL ] Saved forecast: VGI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VGI.txt [2025-10-09T22:51:32.635741] [WARN ] [sig ] [2070/2211] Failed VGI after 0.2s | 5.31 sym/s | Total: 6.5m | ETA: 26.5s [2025-10-09T22:51:32.635827] [INFO ] [sig ] [2071/2211] Forecasting VGM... [2025-10-09T22:51:32.635868] [INFO ] [sig ] Generating forecast for: VGM [2025-10-09T22:51:32.635899] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VGM' from 'https://tdm.silogroup.org/data/derivative_storage/VGM.csv'. [2025-10-09T22:51:32.646040] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VGM'. [2025-10-09T22:51:32.646324] [INFO ] [FORECASTER] Starting predict_future for VGM [2025-10-09T22:51:32.672210] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:32.672963] [DEBUG] [LOCAL ] No optimal features file found for VGM: ./output/feature-sets/VGM.txt [2025-10-09T22:51:32.673019] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:32.673053] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:32.673081] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:32.673138] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:32.691303] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:32.691929] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:32.692014] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:32.692048] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:32.736856] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:32.737795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:32.737862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:32.737916] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:32.741562] [DEBUG] [FORECASTER] VGM: Forecast T+1@11:T+2@11: DOWN (p=12.25%) [2025-10-09T22:51:32.741867] [INFO ] [FORECASTER] Completed predict_future for VGM [2025-10-09T22:51:32.742012] [INFO ] [sig ] VGM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:32.890816] [INFO ] [LOCAL ] Saved forecast: VGM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VGM.txt [2025-10-09T22:51:32.891120] [WARN ] [sig ] [2071/2211] Failed VGM after 0.3s | 5.31 sym/s | Total: 6.5m | ETA: 26.3s [2025-10-09T22:51:32.891207] [INFO ] [sig ] [2072/2211] Forecasting VHI... [2025-10-09T22:51:32.891248] [INFO ] [sig ] Generating forecast for: VHI [2025-10-09T22:51:32.891280] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VHI' from 'https://tdm.silogroup.org/data/derivative_storage/VHI.csv'. [2025-10-09T22:51:32.901750] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VHI'. [2025-10-09T22:51:32.902120] [INFO ] [FORECASTER] Starting predict_future for VHI [2025-10-09T22:51:32.928378] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:32.929199] [DEBUG] [LOCAL ] No optimal features file found for VHI: ./output/feature-sets/VHI.txt [2025-10-09T22:51:32.929255] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:32.929289] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:32.929316] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:32.929373] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:32.947480] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:32.948235] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:32.948332] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:32.948369] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:32.985976] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:32.986113] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:32.986176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:32.986206] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:32.989689] [DEBUG] [FORECASTER] VHI: Forecast T+1@11:T+2@11: UP (p=98.12%) [2025-10-09T22:51:32.990033] [INFO ] [FORECASTER] Completed predict_future for VHI [2025-10-09T22:51:32.990174] [INFO ] [sig ] VHI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:33.141836] [INFO ] [LOCAL ] Saved forecast: VHI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VHI.txt [2025-10-09T22:51:33.142051] [WARN ] [sig ] [2072/2211] Failed VHI after 0.3s | 5.31 sym/s | Total: 6.5m | ETA: 26.2s [2025-10-09T22:51:33.142134] [INFO ] [sig ] [2073/2211] Forecasting VICI... [2025-10-09T22:51:33.142173] [INFO ] [sig ] Generating forecast for: VICI [2025-10-09T22:51:33.142203] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VICI' from 'https://tdm.silogroup.org/data/derivative_storage/VICI.csv'. [2025-10-09T22:51:33.151632] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VICI'. [2025-10-09T22:51:33.151913] [INFO ] [FORECASTER] Starting predict_future for VICI [2025-10-09T22:51:33.177042] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:33.177798] [DEBUG] [LOCAL ] No optimal features file found for VICI: ./output/feature-sets/VICI.txt [2025-10-09T22:51:33.177859] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:33.177891] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:33.177918] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:33.177974] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:33.195183] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:33.195753] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:33.195835] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:33.195868] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:33.228750] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:33.228829] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:33.228864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:33.228892] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:33.231893] [DEBUG] [FORECASTER] VICI: Forecast T+1@11:T+2@11: UP (p=93.49%) [2025-10-09T22:51:33.232150] [INFO ] [FORECASTER] Completed predict_future for VICI [2025-10-09T22:51:33.232280] [INFO ] [sig ] VICI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:33.374004] [INFO ] [LOCAL ] Saved forecast: VICI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VICI.txt [2025-10-09T22:51:33.374194] [WARN ] [sig ] [2073/2211] Failed VICI after 0.2s | 5.31 sym/s | Total: 6.5m | ETA: 26.0s [2025-10-09T22:51:33.374271] [INFO ] [sig ] [2074/2211] Forecasting VIK... [2025-10-09T22:51:33.374309] [INFO ] [sig ] Generating forecast for: VIK [2025-10-09T22:51:33.374340] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIK' from 'https://tdm.silogroup.org/data/derivative_storage/VIK.csv'. [2025-10-09T22:51:33.384222] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VIK'. [2025-10-09T22:51:33.384558] [INFO ] [FORECASTER] Starting predict_future for VIK [2025-10-09T22:51:33.410415] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:33.411179] [DEBUG] [LOCAL ] No optimal features file found for VIK: ./output/feature-sets/VIK.txt [2025-10-09T22:51:33.411234] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:33.411268] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:33.411296] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:33.411369] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:33.429141] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:33.429725] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:33.429810] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:33.429844] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:33.473339] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:33.473437] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:33.473473] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:33.473500] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:33.476762] [DEBUG] [FORECASTER] VIK: Forecast T+1@11:T+2@11: UP (p=57.06%) [2025-10-09T22:51:33.477032] [INFO ] [FORECASTER] Completed predict_future for VIK [2025-10-09T22:51:33.477167] [INFO ] [sig ] VIK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:33.620673] [INFO ] [LOCAL ] Saved forecast: VIK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VIK.txt [2025-10-09T22:51:33.620967] [WARN ] [sig ] [2074/2211] Failed VIK after 0.2s | 5.31 sym/s | Total: 6.5m | ETA: 25.8s [2025-10-09T22:51:33.621049] [INFO ] [sig ] [2075/2211] Forecasting VIPS... [2025-10-09T22:51:33.621088] [INFO ] [sig ] Generating forecast for: VIPS [2025-10-09T22:51:33.621118] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIPS' from 'https://tdm.silogroup.org/data/derivative_storage/VIPS.csv'. [2025-10-09T22:51:33.631254] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VIPS'. [2025-10-09T22:51:33.631521] [INFO ] [FORECASTER] Starting predict_future for VIPS [2025-10-09T22:51:33.657218] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:33.658029] [DEBUG] [LOCAL ] No optimal features file found for VIPS: ./output/feature-sets/VIPS.txt [2025-10-09T22:51:33.658086] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:33.658119] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:33.658145] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:33.658201] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:33.677374] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:33.678055] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:33.678141] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:33.678175] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:33.725046] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:33.725219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:33.725261] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:33.725289] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:33.729154] [DEBUG] [FORECASTER] VIPS: Forecast T+1@11:T+2@11: UP (p=86.28%) [2025-10-09T22:51:33.729525] [INFO ] [FORECASTER] Completed predict_future for VIPS [2025-10-09T22:51:33.729713] [INFO ] [sig ] VIPS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:33.880240] [INFO ] [LOCAL ] Saved forecast: VIPS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VIPS.txt [2025-10-09T22:51:33.880634] [WARN ] [sig ] [2075/2211] Failed VIPS after 0.3s | 5.31 sym/s | Total: 6.5m | ETA: 25.6s [2025-10-09T22:51:33.880752] [INFO ] [sig ] [2076/2211] Forecasting VIRT... [2025-10-09T22:51:33.880807] [INFO ] [sig ] Generating forecast for: VIRT [2025-10-09T22:51:33.880852] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIRT' from 'https://tdm.silogroup.org/data/derivative_storage/VIRT.csv'. [2025-10-09T22:51:33.893071] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VIRT'. [2025-10-09T22:51:33.893458] [INFO ] [FORECASTER] Starting predict_future for VIRT [2025-10-09T22:51:33.919634] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:33.920388] [DEBUG] [LOCAL ] No optimal features file found for VIRT: ./output/feature-sets/VIRT.txt [2025-10-09T22:51:33.920443] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:33.920476] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:33.920503] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:33.920563] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:33.938432] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:33.939026] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:33.939149] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:33.939204] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:33.982369] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:33.982461] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:33.982503] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:33.982537] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:33.985732] [DEBUG] [FORECASTER] VIRT: Forecast T+1@11:T+2@11: DOWN (p=30.30%) [2025-10-09T22:51:33.985999] [INFO ] [FORECASTER] Completed predict_future for VIRT [2025-10-09T22:51:33.986135] [INFO ] [sig ] VIRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:34.130139] [INFO ] [LOCAL ] Saved forecast: VIRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VIRT.txt [2025-10-09T22:51:34.130409] [WARN ] [sig ] [2076/2211] Failed VIRT after 0.2s | 5.31 sym/s | Total: 6.5m | ETA: 25.4s [2025-10-09T22:51:34.130490] [INFO ] [sig ] [2077/2211] Forecasting VIST... [2025-10-09T22:51:34.130529] [INFO ] [sig ] Generating forecast for: VIST [2025-10-09T22:51:34.130559] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIST' from 'https://tdm.silogroup.org/data/derivative_storage/VIST.csv'. [2025-10-09T22:51:34.141037] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VIST'. [2025-10-09T22:51:34.141387] [INFO ] [FORECASTER] Starting predict_future for VIST [2025-10-09T22:51:34.170079] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:34.170935] [DEBUG] [LOCAL ] No optimal features file found for VIST: ./output/feature-sets/VIST.txt [2025-10-09T22:51:34.170993] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:34.171028] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:34.171056] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:34.171114] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:34.190562] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:34.191200] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:34.191286] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:34.191322] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:34.235398] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:34.235555] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:34.235597] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:34.235628] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:34.239416] [DEBUG] [FORECASTER] VIST: Forecast T+1@11:T+2@11: DOWN (p=23.71%) [2025-10-09T22:51:34.239751] [INFO ] [FORECASTER] Completed predict_future for VIST [2025-10-09T22:51:34.239908] [INFO ] [sig ] VIST: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:34.396763] [INFO ] [LOCAL ] Saved forecast: VIST 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VIST.txt [2025-10-09T22:51:34.397032] [WARN ] [sig ] [2077/2211] Failed VIST after 0.3s | 5.31 sym/s | Total: 6.5m | ETA: 25.2s [2025-10-09T22:51:34.397114] [INFO ] [sig ] [2078/2211] Forecasting VIV... [2025-10-09T22:51:34.397155] [INFO ] [sig ] Generating forecast for: VIV [2025-10-09T22:51:34.397188] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VIV' from 'https://tdm.silogroup.org/data/derivative_storage/VIV.csv'. [2025-10-09T22:51:34.407616] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VIV'. [2025-10-09T22:51:34.407969] [INFO ] [FORECASTER] Starting predict_future for VIV [2025-10-09T22:51:34.435074] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:34.436149] [DEBUG] [LOCAL ] No optimal features file found for VIV: ./output/feature-sets/VIV.txt [2025-10-09T22:51:34.436206] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:34.436241] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:34.436268] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:34.436325] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:34.454576] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:34.455244] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:34.455330] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:34.455366] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:34.501267] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:34.501432] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:34.501476] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:34.501506] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:34.505316] [DEBUG] [FORECASTER] VIV: Forecast T+1@11:T+2@11: DOWN (p=7.95%) [2025-10-09T22:51:34.505604] [INFO ] [FORECASTER] Completed predict_future for VIV [2025-10-09T22:51:34.505793] [INFO ] [sig ] VIV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:34.669177] [INFO ] [LOCAL ] Saved forecast: VIV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VIV.txt [2025-10-09T22:51:34.669471] [WARN ] [sig ] [2078/2211] Failed VIV after 0.3s | 5.31 sym/s | Total: 6.5m | ETA: 25.1s [2025-10-09T22:51:34.669555] [INFO ] [sig ] [2079/2211] Forecasting VKQ... [2025-10-09T22:51:34.669595] [INFO ] [sig ] Generating forecast for: VKQ [2025-10-09T22:51:34.669626] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VKQ' from 'https://tdm.silogroup.org/data/derivative_storage/VKQ.csv'. [2025-10-09T22:51:34.679476] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VKQ'. [2025-10-09T22:51:34.679983] [INFO ] [FORECASTER] Starting predict_future for VKQ [2025-10-09T22:51:34.709917] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:34.711164] [DEBUG] [LOCAL ] No optimal features file found for VKQ: ./output/feature-sets/VKQ.txt [2025-10-09T22:51:34.711225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:34.711289] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:34.711334] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:34.711395] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:34.730505] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:34.731161] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:34.731246] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:34.731280] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:34.773055] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:34.773577] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:34.773659] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:34.773715] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:34.777857] [DEBUG] [FORECASTER] VKQ: Forecast T+1@11:T+2@11: UP (p=81.40%) [2025-10-09T22:51:34.778141] [INFO ] [FORECASTER] Completed predict_future for VKQ [2025-10-09T22:51:34.778285] [INFO ] [sig ] VKQ: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:34.935353] [INFO ] [LOCAL ] Saved forecast: VKQ 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VKQ.txt [2025-10-09T22:51:34.935627] [WARN ] [sig ] [2079/2211] Failed VKQ after 0.3s | 5.31 sym/s | Total: 6.5m | ETA: 24.9s [2025-10-09T22:51:34.935727] [INFO ] [sig ] [2080/2211] Forecasting VLN... [2025-10-09T22:51:34.935766] [INFO ] [sig ] Generating forecast for: VLN [2025-10-09T22:51:34.935798] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLN' from 'https://tdm.silogroup.org/data/derivative_storage/VLN.csv'. [2025-10-09T22:51:34.946178] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VLN'. [2025-10-09T22:51:34.946481] [INFO ] [FORECASTER] Starting predict_future for VLN [2025-10-09T22:51:34.972770] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:34.973514] [DEBUG] [LOCAL ] No optimal features file found for VLN: ./output/feature-sets/VLN.txt [2025-10-09T22:51:34.973567] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:34.973600] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:34.973628] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:34.973720] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:34.994290] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:34.995036] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:34.995127] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:34.995162] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:35.037213] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:35.037387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:35.037429] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:35.037460] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:35.041219] [DEBUG] [FORECASTER] VLN: Forecast T+1@11:T+2@11: UP (p=68.17%) [2025-10-09T22:51:35.041508] [INFO ] [FORECASTER] Completed predict_future for VLN [2025-10-09T22:51:35.041680] [INFO ] [sig ] VLN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:35.198356] [INFO ] [LOCAL ] Saved forecast: VLN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VLN.txt [2025-10-09T22:51:35.198587] [WARN ] [sig ] [2080/2211] Failed VLN after 0.3s | 5.31 sym/s | Total: 6.5m | ETA: 24.7s [2025-10-09T22:51:35.198688] [INFO ] [sig ] [2081/2211] Forecasting VLO... [2025-10-09T22:51:35.198736] [INFO ] [sig ] Generating forecast for: VLO [2025-10-09T22:51:35.198769] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLO' from 'https://tdm.silogroup.org/data/derivative_storage/VLO.csv'. [2025-10-09T22:51:35.208829] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VLO'. [2025-10-09T22:51:35.209098] [INFO ] [FORECASTER] Starting predict_future for VLO [2025-10-09T22:51:35.234909] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:35.235701] [DEBUG] [LOCAL ] No optimal features file found for VLO: ./output/feature-sets/VLO.txt [2025-10-09T22:51:35.235757] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:35.235791] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:35.235818] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:35.235897] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:35.257095] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:35.258227] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:35.258349] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:35.258404] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:35.301974] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:35.302099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:35.302136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:35.302165] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:35.305572] [DEBUG] [FORECASTER] VLO: Forecast T+1@11:T+2@11: UP (p=63.05%) [2025-10-09T22:51:35.305871] [INFO ] [FORECASTER] Completed predict_future for VLO [2025-10-09T22:51:35.306040] [INFO ] [sig ] VLO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:35.460925] [INFO ] [LOCAL ] Saved forecast: VLO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VLO.txt [2025-10-09T22:51:35.461223] [WARN ] [sig ] [2081/2211] Failed VLO after 0.3s | 5.30 sym/s | Total: 6.5m | ETA: 24.5s [2025-10-09T22:51:35.461312] [INFO ] [sig ] [2082/2211] Forecasting VLRS... [2025-10-09T22:51:35.461372] [INFO ] [sig ] Generating forecast for: VLRS [2025-10-09T22:51:35.461408] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLRS' from 'https://tdm.silogroup.org/data/derivative_storage/VLRS.csv'. [2025-10-09T22:51:35.472133] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VLRS'. [2025-10-09T22:51:35.472450] [INFO ] [FORECASTER] Starting predict_future for VLRS [2025-10-09T22:51:35.498005] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:35.498741] [DEBUG] [LOCAL ] No optimal features file found for VLRS: ./output/feature-sets/VLRS.txt [2025-10-09T22:51:35.498796] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:35.498829] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:35.498855] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:35.498911] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:35.517117] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:35.517748] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:35.517833] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:35.517868] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:35.558928] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:35.559013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:35.559047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:35.559074] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:35.563181] [DEBUG] [FORECASTER] VLRS: Forecast T+1@11:T+2@11: UP (p=98.97%) [2025-10-09T22:51:35.563439] [INFO ] [FORECASTER] Completed predict_future for VLRS [2025-10-09T22:51:35.563573] [INFO ] [sig ] VLRS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:35.713883] [INFO ] [LOCAL ] Saved forecast: VLRS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VLRS.txt [2025-10-09T22:51:35.714102] [WARN ] [sig ] [2082/2211] Failed VLRS after 0.3s | 5.30 sym/s | Total: 6.5m | ETA: 24.3s [2025-10-09T22:51:35.714179] [INFO ] [sig ] [2083/2211] Forecasting VLT... [2025-10-09T22:51:35.714218] [INFO ] [sig ] Generating forecast for: VLT [2025-10-09T22:51:35.714265] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLT' from 'https://tdm.silogroup.org/data/derivative_storage/VLT.csv'. [2025-10-09T22:51:35.724661] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VLT'. [2025-10-09T22:51:35.724925] [INFO ] [FORECASTER] Starting predict_future for VLT [2025-10-09T22:51:35.750513] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:35.751252] [DEBUG] [LOCAL ] No optimal features file found for VLT: ./output/feature-sets/VLT.txt [2025-10-09T22:51:35.751308] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:35.751342] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:35.751369] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:35.751425] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:35.768804] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:35.769364] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:35.769445] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:35.769478] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:35.806791] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:35.806884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:35.806920] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:35.806948] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:35.810112] [DEBUG] [FORECASTER] VLT: Forecast T+1@11:T+2@11: DOWN (p=13.78%) [2025-10-09T22:51:35.810386] [INFO ] [FORECASTER] Completed predict_future for VLT [2025-10-09T22:51:35.810535] [INFO ] [sig ] VLT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:35.961616] [INFO ] [LOCAL ] Saved forecast: VLT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VLT.txt [2025-10-09T22:51:35.961900] [WARN ] [sig ] [2083/2211] Failed VLT after 0.2s | 5.30 sym/s | Total: 6.5m | ETA: 24.1s [2025-10-09T22:51:35.961983] [INFO ] [sig ] [2084/2211] Forecasting VLTO... [2025-10-09T22:51:35.962023] [INFO ] [sig ] Generating forecast for: VLTO [2025-10-09T22:51:35.962054] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VLTO' from 'https://tdm.silogroup.org/data/derivative_storage/VLTO.csv'. [2025-10-09T22:51:35.973338] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VLTO'. [2025-10-09T22:51:35.973726] [INFO ] [FORECASTER] Starting predict_future for VLTO [2025-10-09T22:51:36.000336] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:36.001099] [DEBUG] [LOCAL ] No optimal features file found for VLTO: ./output/feature-sets/VLTO.txt [2025-10-09T22:51:36.001156] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:36.001190] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:36.001218] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:36.001275] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:36.019507] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:36.020267] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:36.020363] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:36.020398] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:36.064910] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:36.065122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:36.065179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:36.065211] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:36.069195] [DEBUG] [FORECASTER] VLTO: Forecast T+1@11:T+2@11: DOWN (p=33.31%) [2025-10-09T22:51:36.069538] [INFO ] [FORECASTER] Completed predict_future for VLTO [2025-10-09T22:51:36.069720] [INFO ] [sig ] VLTO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:36.220590] [INFO ] [LOCAL ] Saved forecast: VLTO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VLTO.txt [2025-10-09T22:51:36.220929] [WARN ] [sig ] [2084/2211] Failed VLTO after 0.3s | 5.30 sym/s | Total: 6.6m | ETA: 24.0s [2025-10-09T22:51:36.221015] [INFO ] [sig ] [2085/2211] Forecasting VMC... [2025-10-09T22:51:36.221055] [INFO ] [sig ] Generating forecast for: VMC [2025-10-09T22:51:36.221088] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VMC' from 'https://tdm.silogroup.org/data/derivative_storage/VMC.csv'. [2025-10-09T22:51:36.232617] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VMC'. [2025-10-09T22:51:36.232975] [INFO ] [FORECASTER] Starting predict_future for VMC [2025-10-09T22:51:36.259221] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:36.259955] [DEBUG] [LOCAL ] No optimal features file found for VMC: ./output/feature-sets/VMC.txt [2025-10-09T22:51:36.260011] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:36.260044] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:36.260071] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:36.260128] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:36.278282] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:36.278897] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:36.278982] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:36.279017] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:36.319890] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:36.319981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:36.320018] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:36.320046] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:36.323364] [DEBUG] [FORECASTER] VMC: Forecast T+1@11:T+2@11: DOWN (p=6.20%) [2025-10-09T22:51:36.323630] [INFO ] [FORECASTER] Completed predict_future for VMC [2025-10-09T22:51:36.323823] [INFO ] [sig ] VMC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:36.473999] [INFO ] [LOCAL ] Saved forecast: VMC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VMC.txt [2025-10-09T22:51:36.474255] [WARN ] [sig ] [2085/2211] Failed VMC after 0.3s | 5.30 sym/s | Total: 6.6m | ETA: 23.8s [2025-10-09T22:51:36.474335] [INFO ] [sig ] [2086/2211] Forecasting VMI... [2025-10-09T22:51:36.474374] [INFO ] [sig ] Generating forecast for: VMI [2025-10-09T22:51:36.474405] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VMI' from 'https://tdm.silogroup.org/data/derivative_storage/VMI.csv'. [2025-10-09T22:51:36.484877] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'VMI'. [2025-10-09T22:51:36.485225] [INFO ] [FORECASTER] Starting predict_future for VMI [2025-10-09T22:51:36.511162] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:36.511944] [DEBUG] [LOCAL ] No optimal features file found for VMI: ./output/feature-sets/VMI.txt [2025-10-09T22:51:36.512001] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:36.512036] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:36.512064] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:36.512173] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:36.530481] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:36.531084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:36.531168] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:36.531203] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:36.574476] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:36.574681] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:36.574743] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:36.574800] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:36.578629] [DEBUG] [FORECASTER] VMI: Forecast T+1@11:T+2@11: UP (p=90.82%) [2025-10-09T22:51:36.578947] [INFO ] [FORECASTER] Completed predict_future for VMI [2025-10-09T22:51:36.579093] [INFO ] [sig ] VMI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:36.730800] [INFO ] [LOCAL ] Saved forecast: VMI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VMI.txt [2025-10-09T22:51:36.731028] [WARN ] [sig ] [2086/2211] Failed VMI after 0.3s | 5.30 sym/s | Total: 6.6m | ETA: 23.6s [2025-10-09T22:51:36.731107] [INFO ] [sig ] [2087/2211] Forecasting VMO... [2025-10-09T22:51:36.731146] [INFO ] [sig ] Generating forecast for: VMO [2025-10-09T22:51:36.731178] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VMO' from 'https://tdm.silogroup.org/data/derivative_storage/VMO.csv'. [2025-10-09T22:51:36.741535] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VMO'. [2025-10-09T22:51:36.741830] [INFO ] [FORECASTER] Starting predict_future for VMO [2025-10-09T22:51:36.767437] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:36.768195] [DEBUG] [LOCAL ] No optimal features file found for VMO: ./output/feature-sets/VMO.txt [2025-10-09T22:51:36.768250] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:36.768282] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:36.768310] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:36.768366] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:36.786808] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:36.787364] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:36.787449] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:36.787483] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:36.833229] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:36.833320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:36.833356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:36.833384] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:36.836496] [DEBUG] [FORECASTER] VMO: Forecast T+1@11:T+2@11: UP (p=92.34%) [2025-10-09T22:51:36.836804] [INFO ] [FORECASTER] Completed predict_future for VMO [2025-10-09T22:51:36.836944] [INFO ] [sig ] VMO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:36.992446] [INFO ] [LOCAL ] Saved forecast: VMO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VMO.txt [2025-10-09T22:51:36.992737] [WARN ] [sig ] [2087/2211] Failed VMO after 0.3s | 5.30 sym/s | Total: 6.6m | ETA: 23.4s [2025-10-09T22:51:36.992836] [INFO ] [sig ] [2088/2211] Forecasting VNCE... [2025-10-09T22:51:36.992892] [INFO ] [sig ] Generating forecast for: VNCE [2025-10-09T22:51:36.992928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VNCE' from 'https://tdm.silogroup.org/data/derivative_storage/VNCE.csv'. [2025-10-09T22:51:37.002472] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VNCE'. [2025-10-09T22:51:37.002802] [INFO ] [FORECASTER] Starting predict_future for VNCE [2025-10-09T22:51:37.031713] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:37.032499] [DEBUG] [LOCAL ] No optimal features file found for VNCE: ./output/feature-sets/VNCE.txt [2025-10-09T22:51:37.032553] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:37.032587] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:37.032613] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:37.032720] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:37.051833] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:37.052945] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:37.053043] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:37.053077] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:37.096290] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:37.096478] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:37.096521] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:37.096559] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:37.100429] [DEBUG] [FORECASTER] VNCE: Forecast T+1@11:T+2@11: DOWN (p=10.90%) [2025-10-09T22:51:37.100791] [INFO ] [FORECASTER] Completed predict_future for VNCE [2025-10-09T22:51:37.100935] [INFO ] [sig ] VNCE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:37.248758] [INFO ] [LOCAL ] Saved forecast: VNCE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VNCE.txt [2025-10-09T22:51:37.249059] [WARN ] [sig ] [2088/2211] Failed VNCE after 0.3s | 5.30 sym/s | Total: 6.6m | ETA: 23.2s [2025-10-09T22:51:37.249136] [INFO ] [sig ] [2089/2211] Forecasting VNO... [2025-10-09T22:51:37.249176] [INFO ] [sig ] Generating forecast for: VNO [2025-10-09T22:51:37.249208] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VNO' from 'https://tdm.silogroup.org/data/derivative_storage/VNO.csv'. [2025-10-09T22:51:37.258468] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VNO'. [2025-10-09T22:51:37.258766] [INFO ] [FORECASTER] Starting predict_future for VNO [2025-10-09T22:51:37.284325] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:37.285077] [DEBUG] [LOCAL ] No optimal features file found for VNO: ./output/feature-sets/VNO.txt [2025-10-09T22:51:37.285133] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:37.285166] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:37.285195] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:37.285253] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:37.303297] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:37.303891] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:37.303978] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:37.304012] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:37.347361] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:37.347466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:37.347502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:37.347532] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:37.351027] [DEBUG] [FORECASTER] VNO: Forecast T+1@11:T+2@11: DOWN (p=31.97%) [2025-10-09T22:51:37.351354] [INFO ] [FORECASTER] Completed predict_future for VNO [2025-10-09T22:51:37.351499] [INFO ] [sig ] VNO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:37.502697] [INFO ] [LOCAL ] Saved forecast: VNO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VNO.txt [2025-10-09T22:51:37.502966] [WARN ] [sig ] [2089/2211] Failed VNO after 0.3s | 5.30 sym/s | Total: 6.6m | ETA: 23.0s [2025-10-09T22:51:37.503049] [INFO ] [sig ] [2090/2211] Forecasting VNT... [2025-10-09T22:51:37.503090] [INFO ] [sig ] Generating forecast for: VNT [2025-10-09T22:51:37.503123] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VNT' from 'https://tdm.silogroup.org/data/derivative_storage/VNT.csv'. [2025-10-09T22:51:37.512686] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VNT'. [2025-10-09T22:51:37.512959] [INFO ] [FORECASTER] Starting predict_future for VNT [2025-10-09T22:51:37.539191] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:37.540025] [DEBUG] [LOCAL ] No optimal features file found for VNT: ./output/feature-sets/VNT.txt [2025-10-09T22:51:37.540082] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:37.540116] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:37.540144] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:37.540202] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:37.558148] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:37.558788] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:37.558876] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:37.558909] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:37.628805] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:37.628960] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:37.629000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:37.629029] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:37.632523] [DEBUG] [FORECASTER] VNT: Forecast T+1@11:T+2@11: UP (p=63.06%) [2025-10-09T22:51:37.632891] [INFO ] [FORECASTER] Completed predict_future for VNT [2025-10-09T22:51:37.633037] [INFO ] [sig ] VNT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:37.778343] [INFO ] [LOCAL ] Saved forecast: VNT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VNT.txt [2025-10-09T22:51:37.778637] [WARN ] [sig ] [2090/2211] Failed VNT after 0.3s | 5.30 sym/s | Total: 6.6m | ETA: 22.8s [2025-10-09T22:51:37.778755] [INFO ] [sig ] [2091/2211] Forecasting VOC... [2025-10-09T22:51:37.778797] [INFO ] [sig ] Generating forecast for: VOC [2025-10-09T22:51:37.778829] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VOC' from 'https://tdm.silogroup.org/data/derivative_storage/VOC.csv'. [2025-10-09T22:51:37.788461] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VOC'. [2025-10-09T22:51:37.788805] [INFO ] [FORECASTER] Starting predict_future for VOC [2025-10-09T22:51:37.814587] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:37.815370] [DEBUG] [LOCAL ] No optimal features file found for VOC: ./output/feature-sets/VOC.txt [2025-10-09T22:51:37.815426] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:37.815461] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:37.815490] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:37.815549] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:37.833183] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:37.833764] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:37.833850] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:37.833883] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:37.866602] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:37.866710] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:37.866757] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:37.866786] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:37.870120] [DEBUG] [FORECASTER] VOC: Forecast T+1@11:T+2@11: UP (p=96.99%) [2025-10-09T22:51:37.870396] [INFO ] [FORECASTER] Completed predict_future for VOC [2025-10-09T22:51:37.870542] [INFO ] [sig ] VOC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:38.021186] [INFO ] [LOCAL ] Saved forecast: VOC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VOC.txt [2025-10-09T22:51:38.021452] [WARN ] [sig ] [2091/2211] Failed VOC after 0.2s | 5.30 sym/s | Total: 6.6m | ETA: 22.7s [2025-10-09T22:51:38.021545] [INFO ] [sig ] [2092/2211] Forecasting VOYA... [2025-10-09T22:51:38.021585] [INFO ] [sig ] Generating forecast for: VOYA [2025-10-09T22:51:38.021616] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VOYA' from 'https://tdm.silogroup.org/data/derivative_storage/VOYA.csv'. [2025-10-09T22:51:38.031698] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VOYA'. [2025-10-09T22:51:38.031975] [INFO ] [FORECASTER] Starting predict_future for VOYA [2025-10-09T22:51:38.062504] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:38.063295] [DEBUG] [LOCAL ] No optimal features file found for VOYA: ./output/feature-sets/VOYA.txt [2025-10-09T22:51:38.063349] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:38.063391] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:38.063444] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:38.063505] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:38.081620] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:38.082219] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:38.082373] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:38.082427] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:38.121989] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:38.122170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:38.122214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:38.122244] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:38.125944] [DEBUG] [FORECASTER] VOYA: Forecast T+1@11:T+2@11: DOWN (p=7.33%) [2025-10-09T22:51:38.126253] [INFO ] [FORECASTER] Completed predict_future for VOYA [2025-10-09T22:51:38.126395] [INFO ] [sig ] VOYA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:38.271939] [INFO ] [LOCAL ] Saved forecast: VOYA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VOYA.txt [2025-10-09T22:51:38.272191] [WARN ] [sig ] [2092/2211] Failed VOYA after 0.3s | 5.29 sym/s | Total: 6.6m | ETA: 22.5s [2025-10-09T22:51:38.272283] [INFO ] [sig ] [2093/2211] Forecasting VPG... [2025-10-09T22:51:38.272322] [INFO ] [sig ] Generating forecast for: VPG [2025-10-09T22:51:38.272354] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VPG' from 'https://tdm.silogroup.org/data/derivative_storage/VPG.csv'. [2025-10-09T22:51:38.281924] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VPG'. [2025-10-09T22:51:38.282224] [INFO ] [FORECASTER] Starting predict_future for VPG [2025-10-09T22:51:38.310754] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:38.311836] [DEBUG] [LOCAL ] No optimal features file found for VPG: ./output/feature-sets/VPG.txt [2025-10-09T22:51:38.311921] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:38.311956] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:38.311984] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:38.312044] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:38.329565] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:38.330322] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:38.330412] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:38.330446] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:38.367908] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:38.368001] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:38.368037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:38.368086] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:38.371335] [DEBUG] [FORECASTER] VPG: Forecast T+1@11:T+2@11: DOWN (p=29.44%) [2025-10-09T22:51:38.371606] [INFO ] [FORECASTER] Completed predict_future for VPG [2025-10-09T22:51:38.371781] [INFO ] [sig ] VPG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:38.515173] [INFO ] [LOCAL ] Saved forecast: VPG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VPG.txt [2025-10-09T22:51:38.515419] [WARN ] [sig ] [2093/2211] Failed VPG after 0.2s | 5.29 sym/s | Total: 6.6m | ETA: 22.3s [2025-10-09T22:51:38.515498] [INFO ] [sig ] [2094/2211] Forecasting VPV... [2025-10-09T22:51:38.515538] [INFO ] [sig ] Generating forecast for: VPV [2025-10-09T22:51:38.515574] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VPV' from 'https://tdm.silogroup.org/data/derivative_storage/VPV.csv'. [2025-10-09T22:51:38.525127] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VPV'. [2025-10-09T22:51:38.525433] [INFO ] [FORECASTER] Starting predict_future for VPV [2025-10-09T22:51:38.550757] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:38.551480] [DEBUG] [LOCAL ] No optimal features file found for VPV: ./output/feature-sets/VPV.txt [2025-10-09T22:51:38.551536] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:38.551572] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:38.551601] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:38.551679] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:38.569999] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:38.570780] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:38.570870] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:38.570903] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:38.608398] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:38.608532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:38.608594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:38.608627] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:38.612742] [DEBUG] [FORECASTER] VPV: Forecast T+1@11:T+2@11: UP (p=68.82%) [2025-10-09T22:51:38.613030] [INFO ] [FORECASTER] Completed predict_future for VPV [2025-10-09T22:51:38.613170] [INFO ] [sig ] VPV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:38.817008] [INFO ] [LOCAL ] Saved forecast: VPV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VPV.txt [2025-10-09T22:51:38.817237] [WARN ] [sig ] [2094/2211] Failed VPV after 0.3s | 5.29 sym/s | Total: 6.6m | ETA: 22.1s [2025-10-09T22:51:38.817313] [INFO ] [sig ] [2095/2211] Forecasting VRE... [2025-10-09T22:51:38.817351] [INFO ] [sig ] Generating forecast for: VRE [2025-10-09T22:51:38.817382] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VRE' from 'https://tdm.silogroup.org/data/derivative_storage/VRE.csv'. [2025-10-09T22:51:38.827293] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VRE'. [2025-10-09T22:51:38.827562] [INFO ] [FORECASTER] Starting predict_future for VRE [2025-10-09T22:51:38.853867] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:38.854583] [DEBUG] [LOCAL ] No optimal features file found for VRE: ./output/feature-sets/VRE.txt [2025-10-09T22:51:38.854638] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:38.854716] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:38.854750] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:38.854808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:38.873935] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:38.875039] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:38.875162] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:38.875233] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:38.914701] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:38.914849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:38.914889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:38.914919] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:38.918382] [DEBUG] [FORECASTER] VRE: Forecast T+1@11:T+2@11: DOWN (p=27.58%) [2025-10-09T22:51:38.918723] [INFO ] [FORECASTER] Completed predict_future for VRE [2025-10-09T22:51:38.918877] [INFO ] [sig ] VRE: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:39.073195] [INFO ] [LOCAL ] Saved forecast: VRE 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VRE.txt [2025-10-09T22:51:39.073473] [WARN ] [sig ] [2095/2211] Failed VRE after 0.3s | 5.29 sym/s | Total: 6.6m | ETA: 21.9s [2025-10-09T22:51:39.073575] [INFO ] [sig ] [2096/2211] Forecasting VRT... [2025-10-09T22:51:39.073687] [INFO ] [sig ] Generating forecast for: VRT [2025-10-09T22:51:39.073766] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VRT' from 'https://tdm.silogroup.org/data/derivative_storage/VRT.csv'. [2025-10-09T22:51:39.083284] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VRT'. [2025-10-09T22:51:39.083579] [INFO ] [FORECASTER] Starting predict_future for VRT [2025-10-09T22:51:39.109599] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:39.110435] [DEBUG] [LOCAL ] No optimal features file found for VRT: ./output/feature-sets/VRT.txt [2025-10-09T22:51:39.110493] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:39.110529] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:39.110557] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:39.110615] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:39.129223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:39.129836] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:39.129926] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:39.129961] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:39.170103] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:39.170311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:39.170354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:39.170383] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:39.176789] [DEBUG] [FORECASTER] VRT: Forecast T+1@11:T+2@11: DOWN (p=26.17%) [2025-10-09T22:51:39.177074] [INFO ] [FORECASTER] Completed predict_future for VRT [2025-10-09T22:51:39.177210] [INFO ] [sig ] VRT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:39.324945] [INFO ] [LOCAL ] Saved forecast: VRT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VRT.txt [2025-10-09T22:51:39.325211] [WARN ] [sig ] [2096/2211] Failed VRT after 0.3s | 5.29 sym/s | Total: 6.6m | ETA: 21.7s [2025-10-09T22:51:39.325294] [INFO ] [sig ] [2097/2211] Forecasting VRTS... [2025-10-09T22:51:39.325334] [INFO ] [sig ] Generating forecast for: VRTS [2025-10-09T22:51:39.325365] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VRTS' from 'https://tdm.silogroup.org/data/derivative_storage/VRTS.csv'. [2025-10-09T22:51:39.334583] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VRTS'. [2025-10-09T22:51:39.335067] [INFO ] [FORECASTER] Starting predict_future for VRTS [2025-10-09T22:51:39.369207] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:39.370362] [DEBUG] [LOCAL ] No optimal features file found for VRTS: ./output/feature-sets/VRTS.txt [2025-10-09T22:51:39.370436] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:39.370489] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:39.370538] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:39.370634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:39.394499] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:39.395330] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:39.395436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:39.395478] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:39.434670] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:39.434857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:39.434901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:39.434931] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:39.438760] [DEBUG] [FORECASTER] VRTS: Forecast T+1@11:T+2@11: UP (p=74.58%) [2025-10-09T22:51:39.439052] [INFO ] [FORECASTER] Completed predict_future for VRTS [2025-10-09T22:51:39.439192] [INFO ] [sig ] VRTS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:39.590200] [INFO ] [LOCAL ] Saved forecast: VRTS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VRTS.txt [2025-10-09T22:51:39.590499] [WARN ] [sig ] [2097/2211] Failed VRTS after 0.3s | 5.29 sym/s | Total: 6.6m | ETA: 21.6s [2025-10-09T22:51:39.590585] [INFO ] [sig ] [2098/2211] Forecasting VSCO... [2025-10-09T22:51:39.590624] [INFO ] [sig ] Generating forecast for: VSCO [2025-10-09T22:51:39.590693] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VSCO' from 'https://tdm.silogroup.org/data/derivative_storage/VSCO.csv'. [2025-10-09T22:51:39.601259] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VSCO'. [2025-10-09T22:51:39.601575] [INFO ] [FORECASTER] Starting predict_future for VSCO [2025-10-09T22:51:39.627108] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:39.627914] [DEBUG] [LOCAL ] No optimal features file found for VSCO: ./output/feature-sets/VSCO.txt [2025-10-09T22:51:39.627969] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:39.628004] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:39.628030] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:39.628086] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:39.645367] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:39.646035] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:39.646148] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:39.646201] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:39.682686] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:39.682836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:39.682875] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:39.682903] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:39.686277] [DEBUG] [FORECASTER] VSCO: Forecast T+1@11:T+2@11: DOWN (p=39.82%) [2025-10-09T22:51:39.686590] [INFO ] [FORECASTER] Completed predict_future for VSCO [2025-10-09T22:51:39.686770] [INFO ] [sig ] VSCO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:39.828395] [INFO ] [LOCAL ] Saved forecast: VSCO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VSCO.txt [2025-10-09T22:51:39.828636] [WARN ] [sig ] [2098/2211] Failed VSCO after 0.2s | 5.29 sym/s | Total: 6.6m | ETA: 21.4s [2025-10-09T22:51:39.828758] [INFO ] [sig ] [2099/2211] Forecasting VSH... [2025-10-09T22:51:39.828799] [INFO ] [sig ] Generating forecast for: VSH [2025-10-09T22:51:39.828830] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VSH' from 'https://tdm.silogroup.org/data/derivative_storage/VSH.csv'. [2025-10-09T22:51:39.838978] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VSH'. [2025-10-09T22:51:39.839335] [INFO ] [FORECASTER] Starting predict_future for VSH [2025-10-09T22:51:39.864551] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:39.865467] [DEBUG] [LOCAL ] No optimal features file found for VSH: ./output/feature-sets/VSH.txt [2025-10-09T22:51:39.865522] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:39.865554] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:39.865580] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:39.865639] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:39.882996] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:39.883560] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:39.883671] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:39.883725] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:39.920916] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:39.921034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:39.921073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:39.921101] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:39.924408] [DEBUG] [FORECASTER] VSH: Forecast T+1@11:T+2@11: DOWN (p=1.95%) [2025-10-09T22:51:39.924713] [INFO ] [FORECASTER] Completed predict_future for VSH [2025-10-09T22:51:39.924854] [INFO ] [sig ] VSH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:40.070968] [INFO ] [LOCAL ] Saved forecast: VSH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VSH.txt [2025-10-09T22:51:40.071212] [WARN ] [sig ] [2099/2211] Failed VSH after 0.2s | 5.29 sym/s | Total: 6.6m | ETA: 21.2s [2025-10-09T22:51:40.071290] [INFO ] [sig ] [2100/2211] Forecasting VST... [2025-10-09T22:51:40.071329] [INFO ] [sig ] Generating forecast for: VST [2025-10-09T22:51:40.071403] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VST' from 'https://tdm.silogroup.org/data/derivative_storage/VST.csv'. [2025-10-09T22:51:40.081801] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VST'. [2025-10-09T22:51:40.082123] [INFO ] [FORECASTER] Starting predict_future for VST [2025-10-09T22:51:40.108730] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:40.109482] [DEBUG] [LOCAL ] No optimal features file found for VST: ./output/feature-sets/VST.txt [2025-10-09T22:51:40.109539] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:40.109575] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:40.109605] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:40.109685] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:40.127839] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:40.128420] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:40.128505] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:40.128539] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:40.164983] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:40.165088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:40.165125] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:40.165172] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:40.168427] [DEBUG] [FORECASTER] VST: Forecast T+1@11:T+2@11: DOWN (p=30.12%) [2025-10-09T22:51:40.168737] [INFO ] [FORECASTER] Completed predict_future for VST [2025-10-09T22:51:40.168879] [INFO ] [sig ] VST: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:40.313610] [INFO ] [LOCAL ] Saved forecast: VST 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VST.txt [2025-10-09T22:51:40.313867] [WARN ] [sig ] [2100/2211] Failed VST after 0.2s | 5.29 sym/s | Total: 6.6m | ETA: 21.0s [2025-10-09T22:51:40.313947] [INFO ] [sig ] [2101/2211] Forecasting VSTS... [2025-10-09T22:51:40.313987] [INFO ] [sig ] Generating forecast for: VSTS [2025-10-09T22:51:40.314019] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VSTS' from 'https://tdm.silogroup.org/data/derivative_storage/VSTS.csv'. [2025-10-09T22:51:40.323832] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VSTS'. [2025-10-09T22:51:40.324106] [INFO ] [FORECASTER] Starting predict_future for VSTS [2025-10-09T22:51:40.349427] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:40.350191] [DEBUG] [LOCAL ] No optimal features file found for VSTS: ./output/feature-sets/VSTS.txt [2025-10-09T22:51:40.350245] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:40.350278] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:40.350305] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:40.350361] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:40.368063] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:40.368608] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:40.368717] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:40.368762] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:40.403580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:40.403718] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:40.403767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:40.403798] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:40.407260] [DEBUG] [FORECASTER] VSTS: Forecast T+1@11:T+2@11: DOWN (p=23.60%) [2025-10-09T22:51:40.407540] [INFO ] [FORECASTER] Completed predict_future for VSTS [2025-10-09T22:51:40.407760] [INFO ] [sig ] VSTS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:40.551932] [INFO ] [LOCAL ] Saved forecast: VSTS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VSTS.txt [2025-10-09T22:51:40.552198] [WARN ] [sig ] [2101/2211] Failed VSTS after 0.2s | 5.29 sym/s | Total: 6.6m | ETA: 20.8s [2025-10-09T22:51:40.552277] [INFO ] [sig ] [2102/2211] Forecasting VTEX... [2025-10-09T22:51:40.552316] [INFO ] [sig ] Generating forecast for: VTEX [2025-10-09T22:51:40.552348] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTEX' from 'https://tdm.silogroup.org/data/derivative_storage/VTEX.csv'. [2025-10-09T22:51:40.562523] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VTEX'. [2025-10-09T22:51:40.562845] [INFO ] [FORECASTER] Starting predict_future for VTEX [2025-10-09T22:51:40.588196] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:40.589014] [DEBUG] [LOCAL ] No optimal features file found for VTEX: ./output/feature-sets/VTEX.txt [2025-10-09T22:51:40.589071] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:40.589106] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:40.589136] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:40.589194] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:40.607839] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:40.608412] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:40.608496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:40.608530] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:40.670799] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:40.670921] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:40.670963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:40.670993] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:40.674684] [DEBUG] [FORECASTER] VTEX: Forecast T+1@11:T+2@11: DOWN (p=17.01%) [2025-10-09T22:51:40.674979] [INFO ] [FORECASTER] Completed predict_future for VTEX [2025-10-09T22:51:40.675116] [INFO ] [sig ] VTEX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:40.822042] [INFO ] [LOCAL ] Saved forecast: VTEX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VTEX.txt [2025-10-09T22:51:40.822296] [WARN ] [sig ] [2102/2211] Failed VTEX after 0.3s | 5.29 sym/s | Total: 6.6m | ETA: 20.6s [2025-10-09T22:51:40.822375] [INFO ] [sig ] [2103/2211] Forecasting VTLE... [2025-10-09T22:51:40.822414] [INFO ] [sig ] Generating forecast for: VTLE [2025-10-09T22:51:40.822445] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTLE' from 'https://tdm.silogroup.org/data/derivative_storage/VTLE.csv'. [2025-10-09T22:51:40.832498] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VTLE'. [2025-10-09T22:51:40.832825] [INFO ] [FORECASTER] Starting predict_future for VTLE [2025-10-09T22:51:40.858625] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:40.859407] [DEBUG] [LOCAL ] No optimal features file found for VTLE: ./output/feature-sets/VTLE.txt [2025-10-09T22:51:40.859464] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:40.859500] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:40.859529] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:40.859639] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:40.877591] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:40.878231] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:40.878315] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:40.878349] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:40.908284] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:40.908423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:40.908463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:40.908494] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:40.912026] [DEBUG] [FORECASTER] VTLE: Forecast T+1@11:T+2@11: UP (p=88.57%) [2025-10-09T22:51:40.912310] [INFO ] [FORECASTER] Completed predict_future for VTLE [2025-10-09T22:51:40.912440] [INFO ] [sig ] VTLE: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:41.071727] [INFO ] [LOCAL ] Saved forecast: VTLE 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VTLE.txt [2025-10-09T22:51:41.072187] [WARN ] [sig ] [2103/2211] Failed VTLE after 0.2s | 5.28 sym/s | Total: 6.6m | ETA: 20.4s [2025-10-09T22:51:41.072305] [INFO ] [sig ] [2104/2211] Forecasting VTMX... [2025-10-09T22:51:41.072354] [INFO ] [sig ] Generating forecast for: VTMX [2025-10-09T22:51:41.072393] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTMX' from 'https://tdm.silogroup.org/data/derivative_storage/VTMX.csv'. [2025-10-09T22:51:41.085906] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VTMX'. [2025-10-09T22:51:41.086523] [INFO ] [FORECASTER] Starting predict_future for VTMX [2025-10-09T22:51:41.121510] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:41.122325] [DEBUG] [LOCAL ] No optimal features file found for VTMX: ./output/feature-sets/VTMX.txt [2025-10-09T22:51:41.122381] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:41.122417] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:41.122446] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:41.122503] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:41.139805] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:41.140355] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:41.140437] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:41.140471] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:41.178221] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:41.178349] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:41.178386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:41.178415] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:41.181712] [DEBUG] [FORECASTER] VTMX: Forecast T+1@11:T+2@11: UP (p=52.31%) [2025-10-09T22:51:41.181989] [INFO ] [FORECASTER] Completed predict_future for VTMX [2025-10-09T22:51:41.182128] [INFO ] [sig ] VTMX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:41.330820] [INFO ] [LOCAL ] Saved forecast: VTMX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VTMX.txt [2025-10-09T22:51:41.331049] [WARN ] [sig ] [2104/2211] Failed VTMX after 0.3s | 5.28 sym/s | Total: 6.6m | ETA: 20.3s [2025-10-09T22:51:41.331127] [INFO ] [sig ] [2105/2211] Forecasting VTN... [2025-10-09T22:51:41.331166] [INFO ] [sig ] Generating forecast for: VTN [2025-10-09T22:51:41.331197] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTN' from 'https://tdm.silogroup.org/data/derivative_storage/VTN.csv'. [2025-10-09T22:51:41.340798] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VTN'. [2025-10-09T22:51:41.341082] [INFO ] [FORECASTER] Starting predict_future for VTN [2025-10-09T22:51:41.366336] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:41.367115] [DEBUG] [LOCAL ] No optimal features file found for VTN: ./output/feature-sets/VTN.txt [2025-10-09T22:51:41.367170] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:41.367204] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:41.367232] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:41.367289] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:41.384522] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:41.385133] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:41.385217] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:41.385250] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:41.419434] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:41.419544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:41.419582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:41.419614] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:41.422892] [DEBUG] [FORECASTER] VTN: Forecast T+1@11:T+2@11: UP (p=78.37%) [2025-10-09T22:51:41.423157] [INFO ] [FORECASTER] Completed predict_future for VTN [2025-10-09T22:51:41.423293] [INFO ] [sig ] VTN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:41.565602] [INFO ] [LOCAL ] Saved forecast: VTN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VTN.txt [2025-10-09T22:51:41.565906] [WARN ] [sig ] [2105/2211] Failed VTN after 0.2s | 5.28 sym/s | Total: 6.6m | ETA: 20.1s [2025-10-09T22:51:41.566000] [INFO ] [sig ] [2106/2211] Forecasting VTOL... [2025-10-09T22:51:41.566041] [INFO ] [sig ] Generating forecast for: VTOL [2025-10-09T22:51:41.566073] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTOL' from 'https://tdm.silogroup.org/data/derivative_storage/VTOL.csv'. [2025-10-09T22:51:41.577003] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VTOL'. [2025-10-09T22:51:41.577420] [INFO ] [FORECASTER] Starting predict_future for VTOL [2025-10-09T22:51:41.603562] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:41.604408] [DEBUG] [LOCAL ] No optimal features file found for VTOL: ./output/feature-sets/VTOL.txt [2025-10-09T22:51:41.604465] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:41.604498] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:41.604525] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:41.604581] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:41.622109] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:41.622896] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:41.622987] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:41.623020] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:41.664580] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:41.664800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:41.664853] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:41.664883] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:41.668776] [DEBUG] [FORECASTER] VTOL: Forecast T+1@11:T+2@11: DOWN (p=4.32%) [2025-10-09T22:51:41.669230] [INFO ] [FORECASTER] Completed predict_future for VTOL [2025-10-09T22:51:41.669396] [INFO ] [sig ] VTOL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:41.817826] [INFO ] [LOCAL ] Saved forecast: VTOL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VTOL.txt [2025-10-09T22:51:41.818107] [WARN ] [sig ] [2106/2211] Failed VTOL after 0.3s | 5.28 sym/s | Total: 6.6m | ETA: 19.9s [2025-10-09T22:51:41.818191] [INFO ] [sig ] [2107/2211] Forecasting VTR... [2025-10-09T22:51:41.818231] [INFO ] [sig ] Generating forecast for: VTR [2025-10-09T22:51:41.818263] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTR' from 'https://tdm.silogroup.org/data/derivative_storage/VTR.csv'. [2025-10-09T22:51:41.828614] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VTR'. [2025-10-09T22:51:41.829217] [INFO ] [FORECASTER] Starting predict_future for VTR [2025-10-09T22:51:41.855399] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:41.856198] [DEBUG] [LOCAL ] No optimal features file found for VTR: ./output/feature-sets/VTR.txt [2025-10-09T22:51:41.856256] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:41.856290] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:41.856318] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:41.856375] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:41.874093] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:41.874803] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:41.874894] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:41.874927] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:41.913472] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:41.913604] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:41.913666] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:41.913745] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:41.917074] [DEBUG] [FORECASTER] VTR: Forecast T+1@11:T+2@11: DOWN (p=28.81%) [2025-10-09T22:51:41.917346] [INFO ] [FORECASTER] Completed predict_future for VTR [2025-10-09T22:51:41.917484] [INFO ] [sig ] VTR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:42.061187] [INFO ] [LOCAL ] Saved forecast: VTR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VTR.txt [2025-10-09T22:51:42.061479] [WARN ] [sig ] [2107/2211] Failed VTR after 0.2s | 5.28 sym/s | Total: 6.6m | ETA: 19.7s [2025-10-09T22:51:42.061559] [INFO ] [sig ] [2108/2211] Forecasting VTS... [2025-10-09T22:51:42.061600] [INFO ] [sig ] Generating forecast for: VTS [2025-10-09T22:51:42.061631] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VTS' from 'https://tdm.silogroup.org/data/derivative_storage/VTS.csv'. [2025-10-09T22:51:42.071679] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VTS'. [2025-10-09T22:51:42.072061] [INFO ] [FORECASTER] Starting predict_future for VTS [2025-10-09T22:51:42.097894] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:42.098637] [DEBUG] [LOCAL ] No optimal features file found for VTS: ./output/feature-sets/VTS.txt [2025-10-09T22:51:42.098722] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:42.098760] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:42.098788] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:42.098844] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:42.116772] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:42.117421] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:42.117508] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:42.117541] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:42.153271] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:42.153428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:42.153470] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:42.153499] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:42.157153] [DEBUG] [FORECASTER] VTS: Forecast T+1@11:T+2@11: UP (p=87.43%) [2025-10-09T22:51:42.157440] [INFO ] [FORECASTER] Completed predict_future for VTS [2025-10-09T22:51:42.157575] [INFO ] [sig ] VTS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:42.299782] [INFO ] [LOCAL ] Saved forecast: VTS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VTS.txt [2025-10-09T22:51:42.300022] [WARN ] [sig ] [2108/2211] Failed VTS after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 19.5s [2025-10-09T22:51:42.300104] [INFO ] [sig ] [2109/2211] Forecasting VVR... [2025-10-09T22:51:42.300143] [INFO ] [sig ] Generating forecast for: VVR [2025-10-09T22:51:42.300175] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VVR' from 'https://tdm.silogroup.org/data/derivative_storage/VVR.csv'. [2025-10-09T22:51:42.309465] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VVR'. [2025-10-09T22:51:42.309808] [INFO ] [FORECASTER] Starting predict_future for VVR [2025-10-09T22:51:42.335336] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:42.336120] [DEBUG] [LOCAL ] No optimal features file found for VVR: ./output/feature-sets/VVR.txt [2025-10-09T22:51:42.336174] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:42.336207] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:42.336235] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:42.336290] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:42.354522] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:42.355484] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:42.355600] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:42.355635] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:42.397300] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:42.397491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:42.397549] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:42.397581] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:42.402016] [DEBUG] [FORECASTER] VVR: Forecast T+1@11:T+2@11: DOWN (p=14.89%) [2025-10-09T22:51:42.402425] [INFO ] [FORECASTER] Completed predict_future for VVR [2025-10-09T22:51:42.402574] [INFO ] [sig ] VVR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:42.545920] [INFO ] [LOCAL ] Saved forecast: VVR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VVR.txt [2025-10-09T22:51:42.546174] [WARN ] [sig ] [2109/2211] Failed VVR after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 19.3s [2025-10-09T22:51:42.546255] [INFO ] [sig ] [2110/2211] Forecasting VVV... [2025-10-09T22:51:42.546295] [INFO ] [sig ] Generating forecast for: VVV [2025-10-09T22:51:42.546328] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VVV' from 'https://tdm.silogroup.org/data/derivative_storage/VVV.csv'. [2025-10-09T22:51:42.556385] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VVV'. [2025-10-09T22:51:42.556794] [INFO ] [FORECASTER] Starting predict_future for VVV [2025-10-09T22:51:42.583105] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:42.583943] [DEBUG] [LOCAL ] No optimal features file found for VVV: ./output/feature-sets/VVV.txt [2025-10-09T22:51:42.583999] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:42.584032] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:42.584060] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:42.584117] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:42.601835] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:42.602513] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:42.602604] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:42.602659] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:42.640917] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:42.641067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:42.641108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:42.641137] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:42.644525] [DEBUG] [FORECASTER] VVV: Forecast T+1@11:T+2@11: DOWN (p=19.66%) [2025-10-09T22:51:42.644849] [INFO ] [FORECASTER] Completed predict_future for VVV [2025-10-09T22:51:42.644994] [INFO ] [sig ] VVV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:42.788560] [INFO ] [LOCAL ] Saved forecast: VVV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VVV.txt [2025-10-09T22:51:42.788848] [WARN ] [sig ] [2110/2211] Failed VVV after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 19.1s [2025-10-09T22:51:42.788933] [INFO ] [sig ] [2111/2211] Forecasting VVX... [2025-10-09T22:51:42.788972] [INFO ] [sig ] Generating forecast for: VVX [2025-10-09T22:51:42.789003] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VVX' from 'https://tdm.silogroup.org/data/derivative_storage/VVX.csv'. [2025-10-09T22:51:42.799145] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VVX'. [2025-10-09T22:51:42.799529] [INFO ] [FORECASTER] Starting predict_future for VVX [2025-10-09T22:51:42.825186] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:42.826032] [DEBUG] [LOCAL ] No optimal features file found for VVX: ./output/feature-sets/VVX.txt [2025-10-09T22:51:42.826092] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:42.826126] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:42.826154] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:42.826210] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:42.843828] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:42.844758] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:42.844848] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:42.844883] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:42.880697] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:42.880895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:42.880940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:42.880969] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:42.884563] [DEBUG] [FORECASTER] VVX: Forecast T+1@11:T+2@11: DOWN (p=3.98%) [2025-10-09T22:51:42.884901] [INFO ] [FORECASTER] Completed predict_future for VVX [2025-10-09T22:51:42.885056] [INFO ] [sig ] VVX: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:43.029061] [INFO ] [LOCAL ] Saved forecast: VVX 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VVX.txt [2025-10-09T22:51:43.029356] [WARN ] [sig ] [2111/2211] Failed VVX after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 18.9s [2025-10-09T22:51:43.029438] [INFO ] [sig ] [2112/2211] Forecasting VYX... [2025-10-09T22:51:43.029477] [INFO ] [sig ] Generating forecast for: VYX [2025-10-09T22:51:43.029509] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VYX' from 'https://tdm.silogroup.org/data/derivative_storage/VYX.csv'. [2025-10-09T22:51:43.039713] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VYX'. [2025-10-09T22:51:43.040069] [INFO ] [FORECASTER] Starting predict_future for VYX [2025-10-09T22:51:43.065827] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:43.066624] [DEBUG] [LOCAL ] No optimal features file found for VYX: ./output/feature-sets/VYX.txt [2025-10-09T22:51:43.066707] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:43.066750] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:43.066779] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:43.066838] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:43.084047] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:43.084764] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:43.084853] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:43.084888] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:43.119194] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:43.119383] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:43.119426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:43.119455] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:43.123007] [DEBUG] [FORECASTER] VYX: Forecast T+1@11:T+2@11: UP (p=96.40%) [2025-10-09T22:51:43.123309] [INFO ] [FORECASTER] Completed predict_future for VYX [2025-10-09T22:51:43.123452] [INFO ] [sig ] VYX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:43.270362] [INFO ] [LOCAL ] Saved forecast: VYX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/VYX.txt [2025-10-09T22:51:43.270683] [WARN ] [sig ] [2112/2211] Failed VYX after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 18.8s [2025-10-09T22:51:43.270792] [INFO ] [sig ] [2113/2211] Forecasting VZ... [2025-10-09T22:51:43.270845] [INFO ] [sig ] Generating forecast for: VZ [2025-10-09T22:51:43.270879] [DEBUG] [REMOTE ] Fetching historical data for symbol 'VZ' from 'https://tdm.silogroup.org/data/derivative_storage/VZ.csv'. [2025-10-09T22:51:43.280758] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'VZ'. [2025-10-09T22:51:43.281121] [INFO ] [FORECASTER] Starting predict_future for VZ [2025-10-09T22:51:43.307226] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:43.308083] [DEBUG] [LOCAL ] No optimal features file found for VZ: ./output/feature-sets/VZ.txt [2025-10-09T22:51:43.308141] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:43.308175] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:43.308202] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:43.308258] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:43.325428] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:43.326222] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:43.326339] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:43.326394] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:43.361202] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:43.361385] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:43.361465] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:43.361497] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:43.367405] [DEBUG] [FORECASTER] VZ: Forecast T+1@11:T+2@11: DOWN (p=6.01%) [2025-10-09T22:51:43.367765] [INFO ] [FORECASTER] Completed predict_future for VZ [2025-10-09T22:51:43.367917] [INFO ] [sig ] VZ: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:43.511588] [INFO ] [LOCAL ] Saved forecast: VZ 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/VZ.txt [2025-10-09T22:51:43.511907] [WARN ] [sig ] [2113/2211] Failed VZ after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 18.6s [2025-10-09T22:51:43.511999] [INFO ] [sig ] [2114/2211] Forecasting W... [2025-10-09T22:51:43.512039] [INFO ] [sig ] Generating forecast for: W [2025-10-09T22:51:43.512072] [DEBUG] [REMOTE ] Fetching historical data for symbol 'W' from 'https://tdm.silogroup.org/data/derivative_storage/W.csv'. [2025-10-09T22:51:43.521426] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'W'. [2025-10-09T22:51:43.521804] [INFO ] [FORECASTER] Starting predict_future for W [2025-10-09T22:51:43.547198] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:43.548043] [DEBUG] [LOCAL ] No optimal features file found for W: ./output/feature-sets/W.txt [2025-10-09T22:51:43.548098] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:43.548132] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:43.548159] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:43.548216] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:43.565746] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:43.566449] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:43.566533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:43.566566] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:43.600854] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:43.601024] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:43.601066] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:43.601117] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:43.604664] [DEBUG] [FORECASTER] W: Forecast T+1@11:T+2@11: UP (p=96.53%) [2025-10-09T22:51:43.604956] [INFO ] [FORECASTER] Completed predict_future for W [2025-10-09T22:51:43.605097] [INFO ] [sig ] W: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:43.748034] [INFO ] [LOCAL ] Saved forecast: W 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/W.txt [2025-10-09T22:51:43.748250] [WARN ] [sig ] [2114/2211] Failed W after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 18.4s [2025-10-09T22:51:43.748326] [INFO ] [sig ] [2115/2211] Forecasting WAB... [2025-10-09T22:51:43.748365] [INFO ] [sig ] Generating forecast for: WAB [2025-10-09T22:51:43.748397] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WAB' from 'https://tdm.silogroup.org/data/derivative_storage/WAB.csv'. [2025-10-09T22:51:43.757260] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WAB'. [2025-10-09T22:51:43.757525] [INFO ] [FORECASTER] Starting predict_future for WAB [2025-10-09T22:51:43.782775] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:43.783480] [DEBUG] [LOCAL ] No optimal features file found for WAB: ./output/feature-sets/WAB.txt [2025-10-09T22:51:43.783533] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:43.783567] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:43.783595] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:43.783673] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:43.801216] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:43.801784] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:43.801864] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:43.801898] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:43.830971] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:43.831059] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:43.831095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:43.831124] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:43.834203] [DEBUG] [FORECASTER] WAB: Forecast T+1@11:T+2@11: DOWN (p=7.23%) [2025-10-09T22:51:43.834462] [INFO ] [FORECASTER] Completed predict_future for WAB [2025-10-09T22:51:43.834585] [INFO ] [sig ] WAB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:43.976020] [INFO ] [LOCAL ] Saved forecast: WAB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WAB.txt [2025-10-09T22:51:43.976216] [WARN ] [sig ] [2115/2211] Failed WAB after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 18.2s [2025-10-09T22:51:43.976293] [INFO ] [sig ] [2116/2211] Forecasting WAL... [2025-10-09T22:51:43.976333] [INFO ] [sig ] Generating forecast for: WAL [2025-10-09T22:51:43.976365] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WAL' from 'https://tdm.silogroup.org/data/derivative_storage/WAL.csv'. [2025-10-09T22:51:43.985109] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WAL'. [2025-10-09T22:51:43.985365] [INFO ] [FORECASTER] Starting predict_future for WAL [2025-10-09T22:51:44.010967] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:44.011724] [DEBUG] [LOCAL ] No optimal features file found for WAL: ./output/feature-sets/WAL.txt [2025-10-09T22:51:44.011780] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:44.011815] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:44.011843] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:44.011899] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:44.033111] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:44.033918] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:44.034003] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:44.034037] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:44.064509] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:44.064591] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:44.064626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:44.064755] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:44.067902] [DEBUG] [FORECASTER] WAL: Forecast T+1@11:T+2@11: UP (p=82.18%) [2025-10-09T22:51:44.068162] [INFO ] [FORECASTER] Completed predict_future for WAL [2025-10-09T22:51:44.068285] [INFO ] [sig ] WAL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:44.211336] [INFO ] [LOCAL ] Saved forecast: WAL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WAL.txt [2025-10-09T22:51:44.211558] [WARN ] [sig ] [2116/2211] Failed WAL after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 18.0s [2025-10-09T22:51:44.211663] [INFO ] [sig ] [2117/2211] Forecasting WAT... [2025-10-09T22:51:44.211734] [INFO ] [sig ] Generating forecast for: WAT [2025-10-09T22:51:44.211777] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WAT' from 'https://tdm.silogroup.org/data/derivative_storage/WAT.csv'. [2025-10-09T22:51:44.220879] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WAT'. [2025-10-09T22:51:44.221151] [INFO ] [FORECASTER] Starting predict_future for WAT [2025-10-09T22:51:44.246789] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:44.247474] [DEBUG] [LOCAL ] No optimal features file found for WAT: ./output/feature-sets/WAT.txt [2025-10-09T22:51:44.247528] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:44.247561] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:44.247589] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:44.247695] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:44.265269] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:44.265839] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:44.265919] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:44.265953] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:44.295545] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:44.295623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:44.295691] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:44.295734] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:44.298798] [DEBUG] [FORECASTER] WAT: Forecast T+1@11:T+2@11: DOWN (p=1.17%) [2025-10-09T22:51:44.299054] [INFO ] [FORECASTER] Completed predict_future for WAT [2025-10-09T22:51:44.299174] [INFO ] [sig ] WAT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:44.442894] [INFO ] [LOCAL ] Saved forecast: WAT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WAT.txt [2025-10-09T22:51:44.443081] [WARN ] [sig ] [2117/2211] Failed WAT after 0.2s | 5.28 sym/s | Total: 6.7m | ETA: 17.8s [2025-10-09T22:51:44.443156] [INFO ] [sig ] [2118/2211] Forecasting WBS... [2025-10-09T22:51:44.443195] [INFO ] [sig ] Generating forecast for: WBS [2025-10-09T22:51:44.443226] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WBS' from 'https://tdm.silogroup.org/data/derivative_storage/WBS.csv'. [2025-10-09T22:51:44.452458] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WBS'. [2025-10-09T22:51:44.452741] [INFO ] [FORECASTER] Starting predict_future for WBS [2025-10-09T22:51:44.477885] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:44.478579] [DEBUG] [LOCAL ] No optimal features file found for WBS: ./output/feature-sets/WBS.txt [2025-10-09T22:51:44.478633] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:44.478704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:44.478741] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:44.478798] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:44.496131] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:44.496701] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:44.496811] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:44.496854] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:44.527181] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:44.527306] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:44.527346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:44.527376] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:44.530779] [DEBUG] [FORECASTER] WBS: Forecast T+1@11:T+2@11: UP (p=99.33%) [2025-10-09T22:51:44.531057] [INFO ] [FORECASTER] Completed predict_future for WBS [2025-10-09T22:51:44.531183] [INFO ] [sig ] WBS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:44.673575] [INFO ] [LOCAL ] Saved forecast: WBS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WBS.txt [2025-10-09T22:51:44.673818] [WARN ] [sig ] [2118/2211] Failed WBS after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 17.6s [2025-10-09T22:51:44.673902] [INFO ] [sig ] [2119/2211] Forecasting WBX... [2025-10-09T22:51:44.673941] [INFO ] [sig ] Generating forecast for: WBX [2025-10-09T22:51:44.673972] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WBX' from 'https://tdm.silogroup.org/data/derivative_storage/WBX.csv'. [2025-10-09T22:51:44.683058] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WBX'. [2025-10-09T22:51:44.683362] [INFO ] [FORECASTER] Starting predict_future for WBX [2025-10-09T22:51:44.708664] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:44.709420] [DEBUG] [LOCAL ] No optimal features file found for WBX: ./output/feature-sets/WBX.txt [2025-10-09T22:51:44.709475] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:44.709509] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:44.709537] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:44.709593] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:44.727065] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:44.727632] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:44.727739] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:44.727775] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:44.754099] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:44.754209] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:44.754246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:44.754274] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:44.757488] [DEBUG] [FORECASTER] WBX: Forecast T+1@11:T+2@11: UP (p=90.54%) [2025-10-09T22:51:44.757830] [INFO ] [FORECASTER] Completed predict_future for WBX [2025-10-09T22:51:44.757964] [INFO ] [sig ] WBX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:44.905736] [INFO ] [LOCAL ] Saved forecast: WBX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WBX.txt [2025-10-09T22:51:44.905980] [WARN ] [sig ] [2119/2211] Failed WBX after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 17.4s [2025-10-09T22:51:44.906062] [INFO ] [sig ] [2120/2211] Forecasting WCC... [2025-10-09T22:51:44.906113] [INFO ] [sig ] Generating forecast for: WCC [2025-10-09T22:51:44.906146] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WCC' from 'https://tdm.silogroup.org/data/derivative_storage/WCC.csv'. [2025-10-09T22:51:44.916464] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WCC'. [2025-10-09T22:51:44.916797] [INFO ] [FORECASTER] Starting predict_future for WCC [2025-10-09T22:51:44.942753] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:44.943477] [DEBUG] [LOCAL ] No optimal features file found for WCC: ./output/feature-sets/WCC.txt [2025-10-09T22:51:44.943531] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:44.943565] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:44.943592] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:44.943672] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:44.961272] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:44.961913] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:44.961998] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:44.962032] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:44.992488] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:44.992713] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:44.992767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:44.992798] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:44.996064] [DEBUG] [FORECASTER] WCC: Forecast T+1@11:T+2@11: UP (p=86.36%) [2025-10-09T22:51:44.996338] [INFO ] [FORECASTER] Completed predict_future for WCC [2025-10-09T22:51:44.996465] [INFO ] [sig ] WCC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:45.139220] [INFO ] [LOCAL ] Saved forecast: WCC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WCC.txt [2025-10-09T22:51:45.139449] [WARN ] [sig ] [2120/2211] Failed WCC after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 17.3s [2025-10-09T22:51:45.139525] [INFO ] [sig ] [2121/2211] Forecasting WCN... [2025-10-09T22:51:45.139565] [INFO ] [sig ] Generating forecast for: WCN [2025-10-09T22:51:45.139596] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WCN' from 'https://tdm.silogroup.org/data/derivative_storage/WCN.csv'. [2025-10-09T22:51:45.148774] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WCN'. [2025-10-09T22:51:45.149045] [INFO ] [FORECASTER] Starting predict_future for WCN [2025-10-09T22:51:45.174246] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:45.174985] [DEBUG] [LOCAL ] No optimal features file found for WCN: ./output/feature-sets/WCN.txt [2025-10-09T22:51:45.175043] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:45.175077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:45.175105] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:45.175161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:45.192724] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:45.193257] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:45.193336] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:45.193370] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:45.226899] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:45.226979] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:45.227014] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:45.227042] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:45.230139] [DEBUG] [FORECASTER] WCN: Forecast T+1@11:T+2@11: DOWN (p=10.57%) [2025-10-09T22:51:45.230397] [INFO ] [FORECASTER] Completed predict_future for WCN [2025-10-09T22:51:45.230521] [INFO ] [sig ] WCN: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:45.372513] [INFO ] [LOCAL ] Saved forecast: WCN 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WCN.txt [2025-10-09T22:51:45.372722] [WARN ] [sig ] [2121/2211] Failed WCN after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 17.1s [2025-10-09T22:51:45.372803] [INFO ] [sig ] [2122/2211] Forecasting WD... [2025-10-09T22:51:45.372843] [INFO ] [sig ] Generating forecast for: WD [2025-10-09T22:51:45.372874] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WD' from 'https://tdm.silogroup.org/data/derivative_storage/WD.csv'. [2025-10-09T22:51:45.381522] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WD'. [2025-10-09T22:51:45.381811] [INFO ] [FORECASTER] Starting predict_future for WD [2025-10-09T22:51:45.406977] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:45.407720] [DEBUG] [LOCAL ] No optimal features file found for WD: ./output/feature-sets/WD.txt [2025-10-09T22:51:45.407777] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:45.407810] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:45.407838] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:45.407894] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:45.425291] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:45.425859] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:45.425941] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:45.425976] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:45.455420] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:45.455501] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:45.455536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:45.455565] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:45.458608] [DEBUG] [FORECASTER] WD: Forecast T+1@11:T+2@11: UP (p=94.52%) [2025-10-09T22:51:45.458896] [INFO ] [FORECASTER] Completed predict_future for WD [2025-10-09T22:51:45.459021] [INFO ] [sig ] WD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:45.606369] [INFO ] [LOCAL ] Saved forecast: WD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WD.txt [2025-10-09T22:51:45.606708] [WARN ] [sig ] [2122/2211] Failed WD after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 16.9s [2025-10-09T22:51:45.606793] [INFO ] [sig ] [2123/2211] Forecasting WDH... [2025-10-09T22:51:45.606832] [INFO ] [sig ] Generating forecast for: WDH [2025-10-09T22:51:45.606864] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WDH' from 'https://tdm.silogroup.org/data/derivative_storage/WDH.csv'. [2025-10-09T22:51:45.618367] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WDH'. [2025-10-09T22:51:45.618750] [INFO ] [FORECASTER] Starting predict_future for WDH [2025-10-09T22:51:45.645565] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:45.646476] [DEBUG] [LOCAL ] No optimal features file found for WDH: ./output/feature-sets/WDH.txt [2025-10-09T22:51:45.646542] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:45.646582] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:45.646618] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:45.646724] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:45.665899] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:45.666501] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:45.666609] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:45.666671] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:45.702602] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:45.702743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:45.702790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:45.702819] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:45.706061] [DEBUG] [FORECASTER] WDH: Forecast T+1@11:T+2@11: UP (p=85.13%) [2025-10-09T22:51:45.706336] [INFO ] [FORECASTER] Completed predict_future for WDH [2025-10-09T22:51:45.706471] [INFO ] [sig ] WDH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:45.928485] [INFO ] [LOCAL ] Saved forecast: WDH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WDH.txt [2025-10-09T22:51:45.928811] [WARN ] [sig ] [2123/2211] Failed WDH after 0.3s | 5.27 sym/s | Total: 6.7m | ETA: 16.7s [2025-10-09T22:51:45.928891] [INFO ] [sig ] [2124/2211] Forecasting WDI... [2025-10-09T22:51:45.928928] [INFO ] [sig ] Generating forecast for: WDI [2025-10-09T22:51:45.928959] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WDI' from 'https://tdm.silogroup.org/data/derivative_storage/WDI.csv'. [2025-10-09T22:51:45.939018] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WDI'. [2025-10-09T22:51:45.939300] [INFO ] [FORECASTER] Starting predict_future for WDI [2025-10-09T22:51:45.964370] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:45.965186] [DEBUG] [LOCAL ] No optimal features file found for WDI: ./output/feature-sets/WDI.txt [2025-10-09T22:51:45.965245] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:45.965280] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:45.965307] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:45.965363] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:45.983105] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:45.983670] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:45.983760] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:45.983794] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:46.019302] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:46.019460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:46.019502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:46.019531] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:46.022920] [DEBUG] [FORECASTER] WDI: Forecast T+1@11:T+2@11: UP (p=63.85%) [2025-10-09T22:51:46.023202] [INFO ] [FORECASTER] Completed predict_future for WDI [2025-10-09T22:51:46.023338] [INFO ] [sig ] WDI: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:46.166896] [INFO ] [LOCAL ] Saved forecast: WDI 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WDI.txt [2025-10-09T22:51:46.167171] [WARN ] [sig ] [2124/2211] Failed WDI after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 16.5s [2025-10-09T22:51:46.167249] [INFO ] [sig ] [2125/2211] Forecasting WDS... [2025-10-09T22:51:46.167288] [INFO ] [sig ] Generating forecast for: WDS [2025-10-09T22:51:46.167320] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WDS' from 'https://tdm.silogroup.org/data/derivative_storage/WDS.csv'. [2025-10-09T22:51:46.176811] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WDS'. [2025-10-09T22:51:46.177103] [INFO ] [FORECASTER] Starting predict_future for WDS [2025-10-09T22:51:46.208922] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:46.209891] [DEBUG] [LOCAL ] No optimal features file found for WDS: ./output/feature-sets/WDS.txt [2025-10-09T22:51:46.209972] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:46.210009] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:46.210038] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:46.210095] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:46.228464] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:46.229279] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:46.229368] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:46.229401] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:46.265364] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:46.265560] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:46.265604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:46.265634] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:46.269457] [DEBUG] [FORECASTER] WDS: Forecast T+1@11:T+2@11: UP (p=79.53%) [2025-10-09T22:51:46.269819] [INFO ] [FORECASTER] Completed predict_future for WDS [2025-10-09T22:51:46.269969] [INFO ] [sig ] WDS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:46.413294] [INFO ] [LOCAL ] Saved forecast: WDS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WDS.txt [2025-10-09T22:51:46.413546] [WARN ] [sig ] [2125/2211] Failed WDS after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 16.3s [2025-10-09T22:51:46.413629] [INFO ] [sig ] [2126/2211] Forecasting WEA... [2025-10-09T22:51:46.413710] [INFO ] [sig ] Generating forecast for: WEA [2025-10-09T22:51:46.413749] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEA' from 'https://tdm.silogroup.org/data/derivative_storage/WEA.csv'. [2025-10-09T22:51:46.422883] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WEA'. [2025-10-09T22:51:46.423177] [INFO ] [FORECASTER] Starting predict_future for WEA [2025-10-09T22:51:46.448364] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:46.449112] [DEBUG] [LOCAL ] No optimal features file found for WEA: ./output/feature-sets/WEA.txt [2025-10-09T22:51:46.449166] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:46.449199] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:46.449226] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:46.449282] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:46.466280] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:46.466862] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:46.466947] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:46.466980] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:46.498995] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:46.499163] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:46.499206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:46.499236] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:46.502719] [DEBUG] [FORECASTER] WEA: Forecast T+1@11:T+2@11: UP (p=59.83%) [2025-10-09T22:51:46.503000] [INFO ] [FORECASTER] Completed predict_future for WEA [2025-10-09T22:51:46.503141] [INFO ] [sig ] WEA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:46.644354] [INFO ] [LOCAL ] Saved forecast: WEA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WEA.txt [2025-10-09T22:51:46.644568] [WARN ] [sig ] [2126/2211] Failed WEA after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 16.1s [2025-10-09T22:51:46.644671] [INFO ] [sig ] [2127/2211] Forecasting WEAV... [2025-10-09T22:51:46.644725] [INFO ] [sig ] Generating forecast for: WEAV [2025-10-09T22:51:46.644771] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEAV' from 'https://tdm.silogroup.org/data/derivative_storage/WEAV.csv'. [2025-10-09T22:51:46.654014] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WEAV'. [2025-10-09T22:51:46.654304] [INFO ] [FORECASTER] Starting predict_future for WEAV [2025-10-09T22:51:46.679361] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:46.680110] [DEBUG] [LOCAL ] No optimal features file found for WEAV: ./output/feature-sets/WEAV.txt [2025-10-09T22:51:46.680165] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:46.680248] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:46.680286] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:46.680344] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:46.697571] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:46.698173] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:46.698256] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:46.698289] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:46.734966] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:46.735141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:46.735188] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:46.735219] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:46.738936] [DEBUG] [FORECASTER] WEAV: Forecast T+1@11:T+2@11: UP (p=97.32%) [2025-10-09T22:51:46.739224] [INFO ] [FORECASTER] Completed predict_future for WEAV [2025-10-09T22:51:46.739366] [INFO ] [sig ] WEAV: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:46.882017] [INFO ] [LOCAL ] Saved forecast: WEAV 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WEAV.txt [2025-10-09T22:51:46.882231] [WARN ] [sig ] [2127/2211] Failed WEAV after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 15.9s [2025-10-09T22:51:46.882307] [INFO ] [sig ] [2128/2211] Forecasting WEC... [2025-10-09T22:51:46.882348] [INFO ] [sig ] Generating forecast for: WEC [2025-10-09T22:51:46.882379] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEC' from 'https://tdm.silogroup.org/data/derivative_storage/WEC.csv'. [2025-10-09T22:51:46.891690] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WEC'. [2025-10-09T22:51:46.891969] [INFO ] [FORECASTER] Starting predict_future for WEC [2025-10-09T22:51:46.917595] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:46.918438] [DEBUG] [LOCAL ] No optimal features file found for WEC: ./output/feature-sets/WEC.txt [2025-10-09T22:51:46.918492] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:46.918526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:46.918554] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:46.918610] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:46.935982] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:46.936538] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:46.936619] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:46.936826] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:46.971471] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:46.971599] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:46.971664] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:46.971719] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:46.975027] [DEBUG] [FORECASTER] WEC: Forecast T+1@11:T+2@11: DOWN (p=35.55%) [2025-10-09T22:51:46.975324] [INFO ] [FORECASTER] Completed predict_future for WEC [2025-10-09T22:51:46.975462] [INFO ] [sig ] WEC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:47.124711] [INFO ] [LOCAL ] Saved forecast: WEC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WEC.txt [2025-10-09T22:51:47.125012] [WARN ] [sig ] [2128/2211] Failed WEC after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 15.8s [2025-10-09T22:51:47.125094] [INFO ] [sig ] [2129/2211] Forecasting WELL... [2025-10-09T22:51:47.125134] [INFO ] [sig ] Generating forecast for: WELL [2025-10-09T22:51:47.125165] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WELL' from 'https://tdm.silogroup.org/data/derivative_storage/WELL.csv'. [2025-10-09T22:51:47.135717] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WELL'. [2025-10-09T22:51:47.135991] [INFO ] [FORECASTER] Starting predict_future for WELL [2025-10-09T22:51:47.161570] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:47.162334] [DEBUG] [LOCAL ] No optimal features file found for WELL: ./output/feature-sets/WELL.txt [2025-10-09T22:51:47.162388] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:47.162423] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:47.162450] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:47.162506] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:47.179902] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:47.180513] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:47.180598] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:47.180631] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:47.218851] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:47.218951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:47.218988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:47.219016] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:47.222206] [DEBUG] [FORECASTER] WELL: Forecast T+1@11:T+2@11: DOWN (p=4.33%) [2025-10-09T22:51:47.222475] [INFO ] [FORECASTER] Completed predict_future for WELL [2025-10-09T22:51:47.222608] [INFO ] [sig ] WELL: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:47.373610] [INFO ] [LOCAL ] Saved forecast: WELL 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WELL.txt [2025-10-09T22:51:47.373887] [WARN ] [sig ] [2129/2211] Failed WELL after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 15.6s [2025-10-09T22:51:47.373991] [INFO ] [sig ] [2130/2211] Forecasting WES... [2025-10-09T22:51:47.374045] [INFO ] [sig ] Generating forecast for: WES [2025-10-09T22:51:47.374107] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WES' from 'https://tdm.silogroup.org/data/derivative_storage/WES.csv'. [2025-10-09T22:51:47.383093] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WES'. [2025-10-09T22:51:47.383380] [INFO ] [FORECASTER] Starting predict_future for WES [2025-10-09T22:51:47.409201] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:47.409983] [DEBUG] [LOCAL ] No optimal features file found for WES: ./output/feature-sets/WES.txt [2025-10-09T22:51:47.410040] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:47.410075] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:47.410102] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:47.410157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:47.427580] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:47.428215] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:47.428318] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:47.428353] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:47.459491] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:47.459613] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:47.459681] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:47.459733] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:47.465753] [DEBUG] [FORECASTER] WES: Forecast T+1@11:T+2@11: DOWN (p=9.99%) [2025-10-09T22:51:47.466043] [INFO ] [FORECASTER] Completed predict_future for WES [2025-10-09T22:51:47.466183] [INFO ] [sig ] WES: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:47.608591] [INFO ] [LOCAL ] Saved forecast: WES 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WES.txt [2025-10-09T22:51:47.608849] [WARN ] [sig ] [2130/2211] Failed WES after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 15.4s [2025-10-09T22:51:47.608940] [INFO ] [sig ] [2131/2211] Forecasting WEX... [2025-10-09T22:51:47.608978] [INFO ] [sig ] Generating forecast for: WEX [2025-10-09T22:51:47.609010] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WEX' from 'https://tdm.silogroup.org/data/derivative_storage/WEX.csv'. [2025-10-09T22:51:47.618726] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WEX'. [2025-10-09T22:51:47.619018] [INFO ] [FORECASTER] Starting predict_future for WEX [2025-10-09T22:51:47.644318] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:47.645048] [DEBUG] [LOCAL ] No optimal features file found for WEX: ./output/feature-sets/WEX.txt [2025-10-09T22:51:47.645102] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:47.645136] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:47.645163] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:47.645219] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:47.662861] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:47.663422] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:47.663506] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:47.663540] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:47.701171] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:47.701298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:47.701352] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:47.701407] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:47.705475] [DEBUG] [FORECASTER] WEX: Forecast T+1@11:T+2@11: UP (p=99.18%) [2025-10-09T22:51:47.705894] [INFO ] [FORECASTER] Completed predict_future for WEX [2025-10-09T22:51:47.706083] [INFO ] [sig ] WEX: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:47.850748] [INFO ] [LOCAL ] Saved forecast: WEX 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WEX.txt [2025-10-09T22:51:47.850991] [WARN ] [sig ] [2131/2211] Failed WEX after 0.2s | 5.27 sym/s | Total: 6.7m | ETA: 15.2s [2025-10-09T22:51:47.851072] [INFO ] [sig ] [2132/2211] Forecasting WF... [2025-10-09T22:51:47.851111] [INFO ] [sig ] Generating forecast for: WF [2025-10-09T22:51:47.851143] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WF' from 'https://tdm.silogroup.org/data/derivative_storage/WF.csv'. [2025-10-09T22:51:47.860917] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WF'. [2025-10-09T22:51:47.861212] [INFO ] [FORECASTER] Starting predict_future for WF [2025-10-09T22:51:47.886991] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:47.887717] [DEBUG] [LOCAL ] No optimal features file found for WF: ./output/feature-sets/WF.txt [2025-10-09T22:51:47.887810] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:47.887867] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:47.887904] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:47.887961] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:47.905162] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:47.905849] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:47.905944] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:47.905997] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:47.932812] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:47.932893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:47.932928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:47.932956] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:47.935956] [DEBUG] [FORECASTER] WF: Forecast T+1@11:T+2@11: UP (p=53.21%) [2025-10-09T22:51:47.936213] [INFO ] [FORECASTER] Completed predict_future for WF [2025-10-09T22:51:47.936333] [INFO ] [sig ] WF: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:48.079241] [INFO ] [LOCAL ] Saved forecast: WF 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WF.txt [2025-10-09T22:51:48.079435] [WARN ] [sig ] [2132/2211] Failed WF after 0.2s | 5.26 sym/s | Total: 6.7m | ETA: 15.0s [2025-10-09T22:51:48.079511] [INFO ] [sig ] [2133/2211] Forecasting WFC... [2025-10-09T22:51:48.079550] [INFO ] [sig ] Generating forecast for: WFC [2025-10-09T22:51:48.079582] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WFC' from 'https://tdm.silogroup.org/data/derivative_storage/WFC.csv'. [2025-10-09T22:51:48.088488] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WFC'. [2025-10-09T22:51:48.088783] [INFO ] [FORECASTER] Starting predict_future for WFC [2025-10-09T22:51:48.114009] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:48.114722] [DEBUG] [LOCAL ] No optimal features file found for WFC: ./output/feature-sets/WFC.txt [2025-10-09T22:51:48.114780] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:48.114814] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:48.114842] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:48.114898] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:48.133340] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:48.133990] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:48.134077] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:48.134113] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:48.170494] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:48.170669] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:48.170728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:48.170761] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:48.174150] [DEBUG] [FORECASTER] WFC: Forecast T+1@11:T+2@11: UP (p=69.38%) [2025-10-09T22:51:48.174431] [INFO ] [FORECASTER] Completed predict_future for WFC [2025-10-09T22:51:48.174570] [INFO ] [sig ] WFC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:48.316835] [INFO ] [LOCAL ] Saved forecast: WFC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WFC.txt [2025-10-09T22:51:48.317095] [WARN ] [sig ] [2133/2211] Failed WFC after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 14.8s [2025-10-09T22:51:48.317173] [INFO ] [sig ] [2134/2211] Forecasting WFG... [2025-10-09T22:51:48.317213] [INFO ] [sig ] Generating forecast for: WFG [2025-10-09T22:51:48.317254] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WFG' from 'https://tdm.silogroup.org/data/derivative_storage/WFG.csv'. [2025-10-09T22:51:48.326593] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WFG'. [2025-10-09T22:51:48.326895] [INFO ] [FORECASTER] Starting predict_future for WFG [2025-10-09T22:51:48.352363] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:48.353102] [DEBUG] [LOCAL ] No optimal features file found for WFG: ./output/feature-sets/WFG.txt [2025-10-09T22:51:48.353156] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:48.353188] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:48.353215] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:48.353272] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:48.371223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:48.371837] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:48.371929] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:48.371971] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:48.405708] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:48.405797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:48.405838] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:48.405866] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:48.409015] [DEBUG] [FORECASTER] WFG: Forecast T+1@11:T+2@11: UP (p=90.82%) [2025-10-09T22:51:48.409329] [INFO ] [FORECASTER] Completed predict_future for WFG [2025-10-09T22:51:48.409478] [INFO ] [sig ] WFG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:48.553487] [INFO ] [LOCAL ] Saved forecast: WFG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WFG.txt [2025-10-09T22:51:48.553794] [WARN ] [sig ] [2134/2211] Failed WFG after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 14.6s [2025-10-09T22:51:48.553879] [INFO ] [sig ] [2135/2211] Forecasting WGO... [2025-10-09T22:51:48.553918] [INFO ] [sig ] Generating forecast for: WGO [2025-10-09T22:51:48.553951] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WGO' from 'https://tdm.silogroup.org/data/derivative_storage/WGO.csv'. [2025-10-09T22:51:48.562943] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WGO'. [2025-10-09T22:51:48.563217] [INFO ] [FORECASTER] Starting predict_future for WGO [2025-10-09T22:51:48.588335] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:48.589054] [DEBUG] [LOCAL ] No optimal features file found for WGO: ./output/feature-sets/WGO.txt [2025-10-09T22:51:48.589108] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:48.589141] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:48.589168] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:48.589225] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:48.606820] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:48.607354] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:48.607436] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:48.607469] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:48.641686] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:48.641783] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:48.641824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:48.641853] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:48.645019] [DEBUG] [FORECASTER] WGO: Forecast T+1@11:T+2@11: UP (p=94.97%) [2025-10-09T22:51:48.645284] [INFO ] [FORECASTER] Completed predict_future for WGO [2025-10-09T22:51:48.645459] [INFO ] [sig ] WGO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:48.801065] [INFO ] [LOCAL ] Saved forecast: WGO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WGO.txt [2025-10-09T22:51:48.801354] [WARN ] [sig ] [2135/2211] Failed WGO after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 14.4s [2025-10-09T22:51:48.801435] [INFO ] [sig ] [2136/2211] Forecasting WH... [2025-10-09T22:51:48.801474] [INFO ] [sig ] Generating forecast for: WH [2025-10-09T22:51:48.801506] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WH' from 'https://tdm.silogroup.org/data/derivative_storage/WH.csv'. [2025-10-09T22:51:48.811160] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WH'. [2025-10-09T22:51:48.811478] [INFO ] [FORECASTER] Starting predict_future for WH [2025-10-09T22:51:48.838225] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:48.838985] [DEBUG] [LOCAL ] No optimal features file found for WH: ./output/feature-sets/WH.txt [2025-10-09T22:51:48.839040] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:48.839074] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:48.839101] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:48.839157] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:48.856610] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:48.857185] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:48.857270] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:48.857303] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:48.883534] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:48.883610] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:48.883668] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:48.883719] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:48.886725] [DEBUG] [FORECASTER] WH: Forecast T+1@11:T+2@11: DOWN (p=47.53%) [2025-10-09T22:51:48.886985] [INFO ] [FORECASTER] Completed predict_future for WH [2025-10-09T22:51:48.887107] [INFO ] [sig ] WH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:49.028319] [INFO ] [LOCAL ] Saved forecast: WH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WH.txt [2025-10-09T22:51:49.028563] [WARN ] [sig ] [2136/2211] Failed WH after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 14.3s [2025-10-09T22:51:49.028637] [INFO ] [sig ] [2137/2211] Forecasting WHD... [2025-10-09T22:51:49.028715] [INFO ] [sig ] Generating forecast for: WHD [2025-10-09T22:51:49.028750] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WHD' from 'https://tdm.silogroup.org/data/derivative_storage/WHD.csv'. [2025-10-09T22:51:49.037909] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WHD'. [2025-10-09T22:51:49.038185] [INFO ] [FORECASTER] Starting predict_future for WHD [2025-10-09T22:51:49.063272] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:49.063988] [DEBUG] [LOCAL ] No optimal features file found for WHD: ./output/feature-sets/WHD.txt [2025-10-09T22:51:49.064043] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:49.064077] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:49.064104] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:49.064161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:49.081423] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:49.082016] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:49.082099] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:49.082132] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:49.113789] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:49.113987] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:49.114032] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:49.114061] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:49.121551] [DEBUG] [FORECASTER] WHD: Forecast T+1@11:T+2@11: DOWN (p=47.38%) [2025-10-09T22:51:49.122127] [INFO ] [FORECASTER] Completed predict_future for WHD [2025-10-09T22:51:49.122342] [INFO ] [sig ] WHD: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:49.266210] [INFO ] [LOCAL ] Saved forecast: WHD 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WHD.txt [2025-10-09T22:51:49.266516] [WARN ] [sig ] [2137/2211] Failed WHD after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 14.1s [2025-10-09T22:51:49.266604] [INFO ] [sig ] [2138/2211] Forecasting WHG... [2025-10-09T22:51:49.266668] [INFO ] [sig ] Generating forecast for: WHG [2025-10-09T22:51:49.266724] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WHG' from 'https://tdm.silogroup.org/data/derivative_storage/WHG.csv'. [2025-10-09T22:51:49.277163] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WHG'. [2025-10-09T22:51:49.277430] [INFO ] [FORECASTER] Starting predict_future for WHG [2025-10-09T22:51:49.303055] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:49.303819] [DEBUG] [LOCAL ] No optimal features file found for WHG: ./output/feature-sets/WHG.txt [2025-10-09T22:51:49.303878] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:49.303912] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:49.303940] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:49.303997] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:49.321692] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:49.322332] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:49.322416] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:49.322449] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:49.357581] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:49.357704] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:49.357750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:49.357780] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:49.360832] [DEBUG] [FORECASTER] WHG: Forecast T+1@11:T+2@11: DOWN (p=26.70%) [2025-10-09T22:51:49.361095] [INFO ] [FORECASTER] Completed predict_future for WHG [2025-10-09T22:51:49.361227] [INFO ] [sig ] WHG: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:49.509010] [INFO ] [LOCAL ] Saved forecast: WHG 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WHG.txt [2025-10-09T22:51:49.509221] [WARN ] [sig ] [2138/2211] Failed WHG after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 13.9s [2025-10-09T22:51:49.509297] [INFO ] [sig ] [2139/2211] Forecasting WHR... [2025-10-09T22:51:49.509336] [INFO ] [sig ] Generating forecast for: WHR [2025-10-09T22:51:49.509368] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WHR' from 'https://tdm.silogroup.org/data/derivative_storage/WHR.csv'. [2025-10-09T22:51:49.518700] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WHR'. [2025-10-09T22:51:49.518973] [INFO ] [FORECASTER] Starting predict_future for WHR [2025-10-09T22:51:49.544200] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:49.544926] [DEBUG] [LOCAL ] No optimal features file found for WHR: ./output/feature-sets/WHR.txt [2025-10-09T22:51:49.544981] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:49.545032] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:49.545061] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:49.545119] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:49.562770] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:49.563301] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:49.563380] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:49.563413] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:49.600988] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:49.601074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:49.601109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:49.601137] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:49.604282] [DEBUG] [FORECASTER] WHR: Forecast T+1@11:T+2@11: UP (p=99.65%) [2025-10-09T22:51:49.604542] [INFO ] [FORECASTER] Completed predict_future for WHR [2025-10-09T22:51:49.604701] [INFO ] [sig ] WHR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:49.749823] [INFO ] [LOCAL ] Saved forecast: WHR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WHR.txt [2025-10-09T22:51:49.750022] [WARN ] [sig ] [2139/2211] Failed WHR after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 13.7s [2025-10-09T22:51:49.750099] [INFO ] [sig ] [2140/2211] Forecasting WIA... [2025-10-09T22:51:49.750138] [INFO ] [sig ] Generating forecast for: WIA [2025-10-09T22:51:49.750169] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WIA' from 'https://tdm.silogroup.org/data/derivative_storage/WIA.csv'. [2025-10-09T22:51:49.758701] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WIA'. [2025-10-09T22:51:49.759011] [INFO ] [FORECASTER] Starting predict_future for WIA [2025-10-09T22:51:49.784278] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:49.784998] [DEBUG] [LOCAL ] No optimal features file found for WIA: ./output/feature-sets/WIA.txt [2025-10-09T22:51:49.785053] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:49.785087] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:49.785115] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:49.785172] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:49.802536] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:49.803127] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:49.803208] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:49.803242] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:49.838612] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:49.838741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:49.838785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:49.838815] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:49.841918] [DEBUG] [FORECASTER] WIA: Forecast T+1@11:T+2@11: UP (p=95.98%) [2025-10-09T22:51:49.842179] [INFO ] [FORECASTER] Completed predict_future for WIA [2025-10-09T22:51:49.842308] [INFO ] [sig ] WIA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:49.986771] [INFO ] [LOCAL ] Saved forecast: WIA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WIA.txt [2025-10-09T22:51:49.986980] [WARN ] [sig ] [2140/2211] Failed WIA after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 13.5s [2025-10-09T22:51:49.987058] [INFO ] [sig ] [2141/2211] Forecasting WINN... [2025-10-09T22:51:49.987110] [INFO ] [sig ] Generating forecast for: WINN [2025-10-09T22:51:49.987143] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WINN' from 'https://tdm.silogroup.org/data/derivative_storage/WINN.csv'. [2025-10-09T22:51:49.996746] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'WINN'. [2025-10-09T22:51:49.997019] [INFO ] [FORECASTER] Starting predict_future for WINN [2025-10-09T22:51:50.022555] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:50.023297] [DEBUG] [LOCAL ] No optimal features file found for WINN: ./output/feature-sets/WINN.txt [2025-10-09T22:51:50.023351] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:50.023385] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:50.023413] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:50.023469] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:50.041104] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:50.041662] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:50.041747] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:50.041781] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:50.074945] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:50.075038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:50.075074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:50.075103] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:50.078296] [DEBUG] [FORECASTER] WINN: Forecast T+1@11:T+2@11: UP (p=74.40%) [2025-10-09T22:51:50.078570] [INFO ] [FORECASTER] Completed predict_future for WINN [2025-10-09T22:51:50.078741] [INFO ] [sig ] WINN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:50.222239] [INFO ] [LOCAL ] Saved forecast: WINN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WINN.txt [2025-10-09T22:51:50.222441] [WARN ] [sig ] [2141/2211] Failed WINN after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 13.3s [2025-10-09T22:51:50.222522] [INFO ] [sig ] [2142/2211] Forecasting WIT... [2025-10-09T22:51:50.222561] [INFO ] [sig ] Generating forecast for: WIT [2025-10-09T22:51:50.222593] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WIT' from 'https://tdm.silogroup.org/data/derivative_storage/WIT.csv'. [2025-10-09T22:51:50.232373] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WIT'. [2025-10-09T22:51:50.232681] [INFO ] [FORECASTER] Starting predict_future for WIT [2025-10-09T22:51:50.257886] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:50.258584] [DEBUG] [LOCAL ] No optimal features file found for WIT: ./output/feature-sets/WIT.txt [2025-10-09T22:51:50.258638] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:50.258714] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:50.258747] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:50.258808] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:50.276469] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:50.277327] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:50.277420] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:50.277455] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:50.312541] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:50.312721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:50.312773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:50.312804] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:50.316162] [DEBUG] [FORECASTER] WIT: Forecast T+1@11:T+2@11: DOWN (p=42.00%) [2025-10-09T22:51:50.316436] [INFO ] [FORECASTER] Completed predict_future for WIT [2025-10-09T22:51:50.316587] [INFO ] [sig ] WIT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:50.460806] [INFO ] [LOCAL ] Saved forecast: WIT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WIT.txt [2025-10-09T22:51:50.461027] [WARN ] [sig ] [2142/2211] Failed WIT after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 13.1s [2025-10-09T22:51:50.461107] [INFO ] [sig ] [2143/2211] Forecasting WIW... [2025-10-09T22:51:50.461148] [INFO ] [sig ] Generating forecast for: WIW [2025-10-09T22:51:50.461179] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WIW' from 'https://tdm.silogroup.org/data/derivative_storage/WIW.csv'. [2025-10-09T22:51:50.470399] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WIW'. [2025-10-09T22:51:50.470697] [INFO ] [FORECASTER] Starting predict_future for WIW [2025-10-09T22:51:50.496054] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:50.496778] [DEBUG] [LOCAL ] No optimal features file found for WIW: ./output/feature-sets/WIW.txt [2025-10-09T22:51:50.496834] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:50.496870] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:50.496898] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:50.496955] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:50.514349] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:50.514936] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:50.515017] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:50.515050] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:50.553012] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:50.553090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:50.553124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:50.553152] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:50.556177] [DEBUG] [FORECASTER] WIW: Forecast T+1@11:T+2@11: DOWN (p=13.34%) [2025-10-09T22:51:50.556434] [INFO ] [FORECASTER] Completed predict_future for WIW [2025-10-09T22:51:50.556574] [INFO ] [sig ] WIW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:50.702854] [INFO ] [LOCAL ] Saved forecast: WIW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WIW.txt [2025-10-09T22:51:50.703108] [WARN ] [sig ] [2143/2211] Failed WIW after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 12.9s [2025-10-09T22:51:50.703191] [INFO ] [sig ] [2144/2211] Forecasting WK... [2025-10-09T22:51:50.703230] [INFO ] [sig ] Generating forecast for: WK [2025-10-09T22:51:50.703261] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WK' from 'https://tdm.silogroup.org/data/derivative_storage/WK.csv'. [2025-10-09T22:51:50.712473] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WK'. [2025-10-09T22:51:50.712754] [INFO ] [FORECASTER] Starting predict_future for WK [2025-10-09T22:51:50.738443] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:50.739212] [DEBUG] [LOCAL ] No optimal features file found for WK: ./output/feature-sets/WK.txt [2025-10-09T22:51:50.739269] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:50.739302] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:50.739382] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:50.739448] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:50.756864] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:50.757428] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:50.757513] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:50.757546] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:50.792681] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:50.792774] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:50.792809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:50.792837] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:50.795949] [DEBUG] [FORECASTER] WK: Forecast T+1@11:T+2@11: UP (p=97.45%) [2025-10-09T22:51:50.796217] [INFO ] [FORECASTER] Completed predict_future for WK [2025-10-09T22:51:50.796347] [INFO ] [sig ] WK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:50.938579] [INFO ] [LOCAL ] Saved forecast: WK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WK.txt [2025-10-09T22:51:50.938849] [WARN ] [sig ] [2144/2211] Failed WK after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 12.7s [2025-10-09T22:51:50.938932] [INFO ] [sig ] [2145/2211] Forecasting WKC... [2025-10-09T22:51:50.938971] [INFO ] [sig ] Generating forecast for: WKC [2025-10-09T22:51:50.939004] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WKC' from 'https://tdm.silogroup.org/data/derivative_storage/WKC.csv'. [2025-10-09T22:51:50.948308] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WKC'. [2025-10-09T22:51:50.948587] [INFO ] [FORECASTER] Starting predict_future for WKC [2025-10-09T22:51:50.973863] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:50.974579] [DEBUG] [LOCAL ] No optimal features file found for WKC: ./output/feature-sets/WKC.txt [2025-10-09T22:51:50.974632] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:50.974704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:50.974740] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:50.974796] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:50.992223] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:50.992826] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:50.992916] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:50.992949] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:51.029520] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:51.029688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:51.029745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:51.029778] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:51.033175] [DEBUG] [FORECASTER] WKC: Forecast T+1@11:T+2@11: UP (p=74.51%) [2025-10-09T22:51:51.033449] [INFO ] [FORECASTER] Completed predict_future for WKC [2025-10-09T22:51:51.033588] [INFO ] [sig ] WKC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:51.178250] [INFO ] [LOCAL ] Saved forecast: WKC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WKC.txt [2025-10-09T22:51:51.178473] [WARN ] [sig ] [2145/2211] Failed WKC after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 12.6s [2025-10-09T22:51:51.178550] [INFO ] [sig ] [2146/2211] Forecasting WLK... [2025-10-09T22:51:51.178590] [INFO ] [sig ] Generating forecast for: WLK [2025-10-09T22:51:51.178621] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WLK' from 'https://tdm.silogroup.org/data/derivative_storage/WLK.csv'. [2025-10-09T22:51:51.187908] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WLK'. [2025-10-09T22:51:51.188190] [INFO ] [FORECASTER] Starting predict_future for WLK [2025-10-09T22:51:51.214446] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:51.215261] [DEBUG] [LOCAL ] No optimal features file found for WLK: ./output/feature-sets/WLK.txt [2025-10-09T22:51:51.215317] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:51.215375] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:51.215408] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:51.215466] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:51.233501] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:51.234190] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:51.234277] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:51.234313] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:51.269232] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:51.269323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:51.269360] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:51.269389] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:51.272572] [DEBUG] [FORECASTER] WLK: Forecast T+1@11:T+2@11: DOWN (p=32.45%) [2025-10-09T22:51:51.272869] [INFO ] [FORECASTER] Completed predict_future for WLK [2025-10-09T22:51:51.273015] [INFO ] [sig ] WLK: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:51.415623] [INFO ] [LOCAL ] Saved forecast: WLK 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WLK.txt [2025-10-09T22:51:51.415881] [WARN ] [sig ] [2146/2211] Failed WLK after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 12.4s [2025-10-09T22:51:51.415961] [INFO ] [sig ] [2147/2211] Forecasting WLKP... [2025-10-09T22:51:51.416001] [INFO ] [sig ] Generating forecast for: WLKP [2025-10-09T22:51:51.416031] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WLKP' from 'https://tdm.silogroup.org/data/derivative_storage/WLKP.csv'. [2025-10-09T22:51:51.425995] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WLKP'. [2025-10-09T22:51:51.426413] [INFO ] [FORECASTER] Starting predict_future for WLKP [2025-10-09T22:51:51.453754] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:51.454558] [DEBUG] [LOCAL ] No optimal features file found for WLKP: ./output/feature-sets/WLKP.txt [2025-10-09T22:51:51.454615] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:51.454678] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:51.454727] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:51.454788] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:51.472820] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:51.473410] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:51.473496] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:51.473531] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:51.510506] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:51.510705] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:51.510765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:51.510798] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:51.514742] [DEBUG] [FORECASTER] WLKP: Forecast T+1@11:T+2@11: DOWN (p=30.70%) [2025-10-09T22:51:51.515127] [INFO ] [FORECASTER] Completed predict_future for WLKP [2025-10-09T22:51:51.515281] [INFO ] [sig ] WLKP: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:51.665393] [INFO ] [LOCAL ] Saved forecast: WLKP 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WLKP.txt [2025-10-09T22:51:51.665613] [WARN ] [sig ] [2147/2211] Failed WLKP after 0.2s | 5.26 sym/s | Total: 6.8m | ETA: 12.2s [2025-10-09T22:51:51.665714] [INFO ] [sig ] [2148/2211] Forecasting WLY... [2025-10-09T22:51:51.665754] [INFO ] [sig ] Generating forecast for: WLY [2025-10-09T22:51:51.665785] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WLY' from 'https://tdm.silogroup.org/data/derivative_storage/WLY.csv'. [2025-10-09T22:51:51.675699] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WLY'. [2025-10-09T22:51:51.675977] [INFO ] [FORECASTER] Starting predict_future for WLY [2025-10-09T22:51:51.701338] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:51.702071] [DEBUG] [LOCAL ] No optimal features file found for WLY: ./output/feature-sets/WLY.txt [2025-10-09T22:51:51.702125] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:51.702157] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:51.702184] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:51.702239] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:51.719720] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:51.720260] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:51.720340] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:51.720374] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:51.756554] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:51.756725] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:51.756779] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:51.756812] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:51.760389] [DEBUG] [FORECASTER] WLY: Forecast T+1@11:T+2@11: UP (p=98.71%) [2025-10-09T22:51:51.760734] [INFO ] [FORECASTER] Completed predict_future for WLY [2025-10-09T22:51:51.760888] [INFO ] [sig ] WLY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:51.907409] [INFO ] [LOCAL ] Saved forecast: WLY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WLY.txt [2025-10-09T22:51:51.907700] [WARN ] [sig ] [2148/2211] Failed WLY after 0.2s | 5.25 sym/s | Total: 6.8m | ETA: 12.0s [2025-10-09T22:51:51.907785] [INFO ] [sig ] [2149/2211] Forecasting WM... [2025-10-09T22:51:51.907826] [INFO ] [sig ] Generating forecast for: WM [2025-10-09T22:51:51.907862] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WM' from 'https://tdm.silogroup.org/data/derivative_storage/WM.csv'. [2025-10-09T22:51:51.918601] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WM'. [2025-10-09T22:51:51.918951] [INFO ] [FORECASTER] Starting predict_future for WM [2025-10-09T22:51:51.945925] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:51.946679] [DEBUG] [LOCAL ] No optimal features file found for WM: ./output/feature-sets/WM.txt [2025-10-09T22:51:51.946738] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:51.946773] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:51.946803] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:51.946861] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:51.965083] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:51.965636] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:51.965745] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:51.965782] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:52.011598] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:52.011792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:52.011852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:52.011908] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:52.015593] [DEBUG] [FORECASTER] WM: Forecast T+1@11:T+2@11: DOWN (p=12.52%) [2025-10-09T22:51:52.015936] [INFO ] [FORECASTER] Completed predict_future for WM [2025-10-09T22:51:52.016086] [INFO ] [sig ] WM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:52.169338] [INFO ] [LOCAL ] Saved forecast: WM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WM.txt [2025-10-09T22:51:52.169600] [WARN ] [sig ] [2149/2211] Failed WM after 0.3s | 5.25 sym/s | Total: 6.8m | ETA: 11.8s [2025-10-09T22:51:52.169710] [INFO ] [sig ] [2150/2211] Forecasting WMB... [2025-10-09T22:51:52.169752] [INFO ] [sig ] Generating forecast for: WMB [2025-10-09T22:51:52.169786] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMB' from 'https://tdm.silogroup.org/data/derivative_storage/WMB.csv'. [2025-10-09T22:51:52.180980] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WMB'. [2025-10-09T22:51:52.181262] [INFO ] [FORECASTER] Starting predict_future for WMB [2025-10-09T22:51:52.209032] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:52.209875] [DEBUG] [LOCAL ] No optimal features file found for WMB: ./output/feature-sets/WMB.txt [2025-10-09T22:51:52.209946] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:52.209988] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:52.210021] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:52.210080] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:52.230335] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:52.231372] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:52.231467] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:52.231503] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:52.271954] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:52.272051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:52.272089] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:52.272119] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:52.275363] [DEBUG] [FORECASTER] WMB: Forecast T+1@11:T+2@11: UP (p=58.20%) [2025-10-09T22:51:52.275694] [INFO ] [FORECASTER] Completed predict_future for WMB [2025-10-09T22:51:52.275859] [INFO ] [sig ] WMB: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:52.436594] [INFO ] [LOCAL ] Saved forecast: WMB 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WMB.txt [2025-10-09T22:51:52.436925] [WARN ] [sig ] [2150/2211] Failed WMB after 0.3s | 5.25 sym/s | Total: 6.8m | ETA: 11.6s [2025-10-09T22:51:52.437021] [INFO ] [sig ] [2151/2211] Forecasting WMK... [2025-10-09T22:51:52.437062] [INFO ] [sig ] Generating forecast for: WMK [2025-10-09T22:51:52.437097] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMK' from 'https://tdm.silogroup.org/data/derivative_storage/WMK.csv'. [2025-10-09T22:51:52.447421] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WMK'. [2025-10-09T22:51:52.447866] [INFO ] [FORECASTER] Starting predict_future for WMK [2025-10-09T22:51:52.474138] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:52.474998] [DEBUG] [LOCAL ] No optimal features file found for WMK: ./output/feature-sets/WMK.txt [2025-10-09T22:51:52.475054] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:52.475088] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:52.475116] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:52.475173] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:52.492737] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:52.493426] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:52.493513] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:52.493546] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:52.524611] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:52.524803] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:52.524849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:52.524879] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:52.528341] [DEBUG] [FORECASTER] WMK: Forecast T+1@11:T+2@11: UP (p=97.87%) [2025-10-09T22:51:52.528625] [INFO ] [FORECASTER] Completed predict_future for WMK [2025-10-09T22:51:52.528798] [INFO ] [sig ] WMK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:52.671680] [INFO ] [LOCAL ] Saved forecast: WMK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WMK.txt [2025-10-09T22:51:52.671958] [WARN ] [sig ] [2151/2211] Failed WMK after 0.2s | 5.25 sym/s | Total: 6.8m | ETA: 11.4s [2025-10-09T22:51:52.672040] [INFO ] [sig ] [2152/2211] Forecasting WMS... [2025-10-09T22:51:52.672080] [INFO ] [sig ] Generating forecast for: WMS [2025-10-09T22:51:52.672111] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMS' from 'https://tdm.silogroup.org/data/derivative_storage/WMS.csv'. [2025-10-09T22:51:52.682909] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WMS'. [2025-10-09T22:51:52.683428] [INFO ] [FORECASTER] Starting predict_future for WMS [2025-10-09T22:51:52.710766] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:52.711550] [DEBUG] [LOCAL ] No optimal features file found for WMS: ./output/feature-sets/WMS.txt [2025-10-09T22:51:52.711609] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:52.711666] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:52.711719] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:52.711779] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:52.729613] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:52.730620] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:52.730736] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:52.730777] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:52.794836] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:52.794977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:52.795019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:52.795048] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:52.800371] [DEBUG] [FORECASTER] WMS: Forecast T+1@11:T+2@11: UP (p=55.66%) [2025-10-09T22:51:52.800828] [INFO ] [FORECASTER] Completed predict_future for WMS [2025-10-09T22:51:52.801016] [INFO ] [sig ] WMS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:52.971506] [INFO ] [LOCAL ] Saved forecast: WMS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WMS.txt [2025-10-09T22:51:52.971887] [WARN ] [sig ] [2152/2211] Failed WMS after 0.3s | 5.25 sym/s | Total: 6.8m | ETA: 11.2s [2025-10-09T22:51:52.971986] [INFO ] [sig ] [2153/2211] Forecasting WMT... [2025-10-09T22:51:52.972027] [INFO ] [sig ] Generating forecast for: WMT [2025-10-09T22:51:52.972060] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WMT' from 'https://tdm.silogroup.org/data/derivative_storage/WMT.csv'. [2025-10-09T22:51:52.982517] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WMT'. [2025-10-09T22:51:52.983037] [INFO ] [FORECASTER] Starting predict_future for WMT [2025-10-09T22:51:53.016002] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:53.016893] [DEBUG] [LOCAL ] No optimal features file found for WMT: ./output/feature-sets/WMT.txt [2025-10-09T22:51:53.016955] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:53.017011] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:53.017041] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:53.017100] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:53.039684] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:53.040897] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:53.041009] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:53.041046] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:53.072214] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:53.072426] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:53.072493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:53.072544] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:53.076772] [DEBUG] [FORECASTER] WMT: Forecast T+1@11:T+2@11: UP (p=98.95%) [2025-10-09T22:51:53.077087] [INFO ] [FORECASTER] Completed predict_future for WMT [2025-10-09T22:51:53.077228] [INFO ] [sig ] WMT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:53.258520] [INFO ] [LOCAL ] Saved forecast: WMT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WMT.txt [2025-10-09T22:51:53.258927] [WARN ] [sig ] [2153/2211] Failed WMT after 0.3s | 5.25 sym/s | Total: 6.8m | ETA: 11.0s [2025-10-09T22:51:53.259036] [INFO ] [sig ] [2154/2211] Forecasting WNC... [2025-10-09T22:51:53.259100] [INFO ] [sig ] Generating forecast for: WNC [2025-10-09T22:51:53.259156] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WNC' from 'https://tdm.silogroup.org/data/derivative_storage/WNC.csv'. [2025-10-09T22:51:53.271548] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WNC'. [2025-10-09T22:51:53.272052] [INFO ] [FORECASTER] Starting predict_future for WNC [2025-10-09T22:51:53.305237] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:53.306541] [DEBUG] [LOCAL ] No optimal features file found for WNC: ./output/feature-sets/WNC.txt [2025-10-09T22:51:53.306673] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:53.306743] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:53.306805] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:53.306903] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:53.335958] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:53.337415] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:53.337594] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:53.337727] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:53.381958] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:53.382203] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:53.382255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:53.382287] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:53.389057] [DEBUG] [FORECASTER] WNC: Forecast T+1@11:T+2@11: UP (p=71.90%) [2025-10-09T22:51:53.389616] [INFO ] [FORECASTER] Completed predict_future for WNC [2025-10-09T22:51:53.389875] [INFO ] [sig ] WNC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:53.608817] [INFO ] [LOCAL ] Saved forecast: WNC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WNC.txt [2025-10-09T22:51:53.609218] [WARN ] [sig ] [2154/2211] Failed WNC after 0.4s | 5.25 sym/s | Total: 6.8m | ETA: 10.9s [2025-10-09T22:51:53.609326] [INFO ] [sig ] [2155/2211] Forecasting WNS... [2025-10-09T22:51:53.609391] [INFO ] [sig ] Generating forecast for: WNS [2025-10-09T22:51:53.609454] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WNS' from 'https://tdm.silogroup.org/data/derivative_storage/WNS.csv'. [2025-10-09T22:51:53.621678] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WNS'. [2025-10-09T22:51:53.622261] [INFO ] [FORECASTER] Starting predict_future for WNS [2025-10-09T22:51:53.661097] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:53.662307] [DEBUG] [LOCAL ] No optimal features file found for WNS: ./output/feature-sets/WNS.txt [2025-10-09T22:51:53.662379] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:53.662431] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:53.662476] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:53.662568] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:53.691485] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:53.692735] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:53.692857] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:53.692915] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:53.740023] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:53.740436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:53.740505] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:53.740558] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:53.746298] [DEBUG] [FORECASTER] WNS: Forecast T+1@11:T+2@11: DOWN (p=1.81%) [2025-10-09T22:51:53.746750] [INFO ] [FORECASTER] Completed predict_future for WNS [2025-10-09T22:51:53.746952] [INFO ] [sig ] WNS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:53.918328] [INFO ] [LOCAL ] Saved forecast: WNS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WNS.txt [2025-10-09T22:51:53.918630] [WARN ] [sig ] [2155/2211] Failed WNS after 0.3s | 5.25 sym/s | Total: 6.8m | ETA: 10.7s [2025-10-09T22:51:53.918731] [INFO ] [sig ] [2156/2211] Forecasting WOLF... [2025-10-09T22:51:53.918772] [INFO ] [sig ] Generating forecast for: WOLF [2025-10-09T22:51:53.918804] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WOLF' from 'https://tdm.silogroup.org/data/derivative_storage/WOLF.csv'. [2025-10-09T22:51:53.929821] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WOLF'. [2025-10-09T22:51:53.930242] [INFO ] [FORECASTER] Starting predict_future for WOLF [2025-10-09T22:51:53.957110] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:53.957915] [DEBUG] [LOCAL ] No optimal features file found for WOLF: ./output/feature-sets/WOLF.txt [2025-10-09T22:51:53.957973] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:53.958008] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:53.958037] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:53.958095] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:53.981753] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:53.982909] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:53.983018] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:53.983062] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:54.024900] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:54.025087] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:54.025133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:54.025164] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:54.028944] [DEBUG] [FORECASTER] WOLF: Forecast T+1@11:T+2@11: DOWN (p=17.68%) [2025-10-09T22:51:54.029302] [INFO ] [FORECASTER] Completed predict_future for WOLF [2025-10-09T22:51:54.029448] [INFO ] [sig ] WOLF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:54.176918] [INFO ] [LOCAL ] Saved forecast: WOLF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WOLF.txt [2025-10-09T22:51:54.177203] [WARN ] [sig ] [2156/2211] Failed WOLF after 0.3s | 5.25 sym/s | Total: 6.9m | ETA: 10.5s [2025-10-09T22:51:54.177286] [INFO ] [sig ] [2157/2211] Forecasting WOR... [2025-10-09T22:51:54.177327] [INFO ] [sig ] Generating forecast for: WOR [2025-10-09T22:51:54.177360] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WOR' from 'https://tdm.silogroup.org/data/derivative_storage/WOR.csv'. [2025-10-09T22:51:54.187225] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WOR'. [2025-10-09T22:51:54.187546] [INFO ] [FORECASTER] Starting predict_future for WOR [2025-10-09T22:51:54.213884] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:54.214690] [DEBUG] [LOCAL ] No optimal features file found for WOR: ./output/feature-sets/WOR.txt [2025-10-09T22:51:54.214749] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:54.214783] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:54.214809] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:54.214883] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:54.233933] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:54.234555] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:54.234669] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:54.234748] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:54.271922] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:54.272012] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:54.272049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:54.272079] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:54.275414] [DEBUG] [FORECASTER] WOR: Forecast T+1@11:T+2@11: UP (p=89.35%) [2025-10-09T22:51:54.275767] [INFO ] [FORECASTER] Completed predict_future for WOR [2025-10-09T22:51:54.275912] [INFO ] [sig ] WOR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:54.425926] [INFO ] [LOCAL ] Saved forecast: WOR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WOR.txt [2025-10-09T22:51:54.426189] [WARN ] [sig ] [2157/2211] Failed WOR after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 10.3s [2025-10-09T22:51:54.426274] [INFO ] [sig ] [2158/2211] Forecasting WOW... [2025-10-09T22:51:54.426314] [INFO ] [sig ] Generating forecast for: WOW [2025-10-09T22:51:54.426389] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WOW' from 'https://tdm.silogroup.org/data/derivative_storage/WOW.csv'. [2025-10-09T22:51:54.436285] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WOW'. [2025-10-09T22:51:54.436605] [INFO ] [FORECASTER] Starting predict_future for WOW [2025-10-09T22:51:54.462401] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:54.463133] [DEBUG] [LOCAL ] No optimal features file found for WOW: ./output/feature-sets/WOW.txt [2025-10-09T22:51:54.463188] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:54.463222] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:54.463250] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:54.463306] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:54.480567] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:54.481157] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:54.481265] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:54.481300] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:54.514446] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:54.514551] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:54.514609] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:54.514639] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:54.517917] [DEBUG] [FORECASTER] WOW: Forecast T+1@11:T+2@11: DOWN (p=1.41%) [2025-10-09T22:51:54.518193] [INFO ] [FORECASTER] Completed predict_future for WOW [2025-10-09T22:51:54.518324] [INFO ] [sig ] WOW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:54.663276] [INFO ] [LOCAL ] Saved forecast: WOW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WOW.txt [2025-10-09T22:51:54.663499] [WARN ] [sig ] [2158/2211] Failed WOW after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 10.1s [2025-10-09T22:51:54.663575] [INFO ] [sig ] [2159/2211] Forecasting WPC... [2025-10-09T22:51:54.663613] [INFO ] [sig ] Generating forecast for: WPC [2025-10-09T22:51:54.663666] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WPC' from 'https://tdm.silogroup.org/data/derivative_storage/WPC.csv'. [2025-10-09T22:51:54.673005] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WPC'. [2025-10-09T22:51:54.673257] [INFO ] [FORECASTER] Starting predict_future for WPC [2025-10-09T22:51:54.698576] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:54.699311] [DEBUG] [LOCAL ] No optimal features file found for WPC: ./output/feature-sets/WPC.txt [2025-10-09T22:51:54.699366] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:54.699399] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:54.699425] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:54.699481] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:54.716766] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:54.717303] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:54.717383] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:54.717416] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:54.752544] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:54.752634] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:54.752713] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:54.752750] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:54.755878] [DEBUG] [FORECASTER] WPC: Forecast T+1@11:T+2@11: DOWN (p=5.78%) [2025-10-09T22:51:54.756140] [INFO ] [FORECASTER] Completed predict_future for WPC [2025-10-09T22:51:54.756271] [INFO ] [sig ] WPC: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:54.903634] [INFO ] [LOCAL ] Saved forecast: WPC 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WPC.txt [2025-10-09T22:51:54.903879] [WARN ] [sig ] [2159/2211] Failed WPC after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 9.9s [2025-10-09T22:51:54.903958] [INFO ] [sig ] [2160/2211] Forecasting WPM... [2025-10-09T22:51:54.903996] [INFO ] [sig ] Generating forecast for: WPM [2025-10-09T22:51:54.904029] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WPM' from 'https://tdm.silogroup.org/data/derivative_storage/WPM.csv'. [2025-10-09T22:51:54.913365] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WPM'. [2025-10-09T22:51:54.913617] [INFO ] [FORECASTER] Starting predict_future for WPM [2025-10-09T22:51:54.938885] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:54.939579] [DEBUG] [LOCAL ] No optimal features file found for WPM: ./output/feature-sets/WPM.txt [2025-10-09T22:51:54.939632] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:54.939704] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:54.939758] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:54.939820] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:54.957380] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:54.957997] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:54.958079] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:54.958112] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:54.992145] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:54.992223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:54.992257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:54.992285] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:54.995329] [DEBUG] [FORECASTER] WPM: Forecast T+1@11:T+2@11: DOWN (p=29.86%) [2025-10-09T22:51:54.995585] [INFO ] [FORECASTER] Completed predict_future for WPM [2025-10-09T22:51:54.995749] [INFO ] [sig ] WPM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:55.139678] [INFO ] [LOCAL ] Saved forecast: WPM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WPM.txt [2025-10-09T22:51:55.139895] [WARN ] [sig ] [2160/2211] Failed WPM after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 9.7s [2025-10-09T22:51:55.139970] [INFO ] [sig ] [2161/2211] Forecasting WPP... [2025-10-09T22:51:55.140010] [INFO ] [sig ] Generating forecast for: WPP [2025-10-09T22:51:55.140041] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WPP' from 'https://tdm.silogroup.org/data/derivative_storage/WPP.csv'. [2025-10-09T22:51:55.148975] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WPP'. [2025-10-09T22:51:55.149255] [INFO ] [FORECASTER] Starting predict_future for WPP [2025-10-09T22:51:55.174426] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:55.175144] [DEBUG] [LOCAL ] No optimal features file found for WPP: ./output/feature-sets/WPP.txt [2025-10-09T22:51:55.175200] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:55.175234] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:55.175262] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:55.175368] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:55.192624] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:55.193208] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:55.193291] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:55.193324] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:55.228710] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:55.228804] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:55.228840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:55.228869] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:55.231992] [DEBUG] [FORECASTER] WPP: Forecast T+1@11:T+2@11: UP (p=88.98%) [2025-10-09T22:51:55.232255] [INFO ] [FORECASTER] Completed predict_future for WPP [2025-10-09T22:51:55.232390] [INFO ] [sig ] WPP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:55.376190] [INFO ] [LOCAL ] Saved forecast: WPP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WPP.txt [2025-10-09T22:51:55.376409] [WARN ] [sig ] [2161/2211] Failed WPP after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 9.5s [2025-10-09T22:51:55.376485] [INFO ] [sig ] [2162/2211] Forecasting WRB... [2025-10-09T22:51:55.376524] [INFO ] [sig ] Generating forecast for: WRB [2025-10-09T22:51:55.376556] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WRB' from 'https://tdm.silogroup.org/data/derivative_storage/WRB.csv'. [2025-10-09T22:51:55.385636] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WRB'. [2025-10-09T22:51:55.385972] [INFO ] [FORECASTER] Starting predict_future for WRB [2025-10-09T22:51:55.411434] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:55.412152] [DEBUG] [LOCAL ] No optimal features file found for WRB: ./output/feature-sets/WRB.txt [2025-10-09T22:51:55.412206] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:55.412240] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:55.412267] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:55.412322] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:55.429629] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:55.430192] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:55.430274] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:55.430308] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:55.465412] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:55.465519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:55.465556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:55.465585] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:55.468898] [DEBUG] [FORECASTER] WRB: Forecast T+1@11:T+2@11: DOWN (p=24.76%) [2025-10-09T22:51:55.469161] [INFO ] [FORECASTER] Completed predict_future for WRB [2025-10-09T22:51:55.469296] [INFO ] [sig ] WRB: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:55.611484] [INFO ] [LOCAL ] Saved forecast: WRB 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WRB.txt [2025-10-09T22:51:55.611733] [WARN ] [sig ] [2162/2211] Failed WRB after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 9.3s [2025-10-09T22:51:55.611813] [INFO ] [sig ] [2163/2211] Forecasting WRBY... [2025-10-09T22:51:55.611853] [INFO ] [sig ] Generating forecast for: WRBY [2025-10-09T22:51:55.611884] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WRBY' from 'https://tdm.silogroup.org/data/derivative_storage/WRBY.csv'. [2025-10-09T22:51:55.622198] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WRBY'. [2025-10-09T22:51:55.622470] [INFO ] [FORECASTER] Starting predict_future for WRBY [2025-10-09T22:51:55.647697] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:55.648427] [DEBUG] [LOCAL ] No optimal features file found for WRBY: ./output/feature-sets/WRBY.txt [2025-10-09T22:51:55.648482] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:55.648515] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:55.648542] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:55.648598] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:55.665846] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:55.666379] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:55.666459] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:55.666493] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:55.699906] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:55.700004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:55.700046] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:55.700080] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:55.703175] [DEBUG] [FORECASTER] WRBY: Forecast T+1@11:T+2@11: DOWN (p=0.92%) [2025-10-09T22:51:55.703436] [INFO ] [FORECASTER] Completed predict_future for WRBY [2025-10-09T22:51:55.703565] [INFO ] [sig ] WRBY: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:55.846598] [INFO ] [LOCAL ] Saved forecast: WRBY 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WRBY.txt [2025-10-09T22:51:55.846849] [WARN ] [sig ] [2163/2211] Failed WRBY after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 9.2s [2025-10-09T22:51:55.846929] [INFO ] [sig ] [2164/2211] Forecasting WS... [2025-10-09T22:51:55.846969] [INFO ] [sig ] Generating forecast for: WS [2025-10-09T22:51:55.847000] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WS' from 'https://tdm.silogroup.org/data/derivative_storage/WS.csv'. [2025-10-09T22:51:55.856268] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WS'. [2025-10-09T22:51:55.856542] [INFO ] [FORECASTER] Starting predict_future for WS [2025-10-09T22:51:55.882094] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:55.882840] [DEBUG] [LOCAL ] No optimal features file found for WS: ./output/feature-sets/WS.txt [2025-10-09T22:51:55.882898] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:55.882930] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:55.882957] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:55.883017] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:55.900532] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:55.901102] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:55.901184] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:55.901217] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:55.939060] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:55.939166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:55.939201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:55.939228] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:55.942393] [DEBUG] [FORECASTER] WS: Forecast T+1@11:T+2@11: DOWN (p=18.07%) [2025-10-09T22:51:55.942698] [INFO ] [FORECASTER] Completed predict_future for WS [2025-10-09T22:51:55.942877] [INFO ] [sig ] WS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:56.086733] [INFO ] [LOCAL ] Saved forecast: WS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WS.txt [2025-10-09T22:51:56.086952] [WARN ] [sig ] [2164/2211] Failed WS after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 9.0s [2025-10-09T22:51:56.087030] [INFO ] [sig ] [2165/2211] Forecasting WSM... [2025-10-09T22:51:56.087069] [INFO ] [sig ] Generating forecast for: WSM [2025-10-09T22:51:56.087100] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WSM' from 'https://tdm.silogroup.org/data/derivative_storage/WSM.csv'. [2025-10-09T22:51:56.100406] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WSM'. [2025-10-09T22:51:56.100881] [INFO ] [FORECASTER] Starting predict_future for WSM [2025-10-09T22:51:56.139251] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:56.140139] [DEBUG] [LOCAL ] No optimal features file found for WSM: ./output/feature-sets/WSM.txt [2025-10-09T22:51:56.140198] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:56.140233] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:56.140261] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:56.140320] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:56.158388] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:56.159190] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:56.159282] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:56.159318] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:56.201283] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:56.201469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:56.201545] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:56.201601] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:56.205402] [DEBUG] [FORECASTER] WSM: Forecast T+1@11:T+2@11: DOWN (p=49.32%) [2025-10-09T22:51:56.205744] [INFO ] [FORECASTER] Completed predict_future for WSM [2025-10-09T22:51:56.205906] [INFO ] [sig ] WSM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:56.349402] [INFO ] [LOCAL ] Saved forecast: WSM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WSM.txt [2025-10-09T22:51:56.349634] [WARN ] [sig ] [2165/2211] Failed WSM after 0.3s | 5.24 sym/s | Total: 6.9m | ETA: 8.8s [2025-10-09T22:51:56.349734] [INFO ] [sig ] [2166/2211] Forecasting WSO... [2025-10-09T22:51:56.349774] [INFO ] [sig ] Generating forecast for: WSO [2025-10-09T22:51:56.349805] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WSO' from 'https://tdm.silogroup.org/data/derivative_storage/WSO.csv'. [2025-10-09T22:51:56.360052] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WSO'. [2025-10-09T22:51:56.360428] [INFO ] [FORECASTER] Starting predict_future for WSO [2025-10-09T22:51:56.386039] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:56.386762] [DEBUG] [LOCAL ] No optimal features file found for WSO: ./output/feature-sets/WSO.txt [2025-10-09T22:51:56.386818] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:56.386851] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:56.386878] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:56.386935] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:56.404428] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:56.405035] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:56.405120] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:56.405153] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:56.440737] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:56.440814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:56.440849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:56.440876] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:56.444002] [DEBUG] [FORECASTER] WSO: Forecast T+1@11:T+2@11: UP (p=88.13%) [2025-10-09T22:51:56.444345] [INFO ] [FORECASTER] Completed predict_future for WSO [2025-10-09T22:51:56.444527] [INFO ] [sig ] WSO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:56.587327] [INFO ] [LOCAL ] Saved forecast: WSO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WSO.txt [2025-10-09T22:51:56.587552] [WARN ] [sig ] [2166/2211] Failed WSO after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 8.6s [2025-10-09T22:51:56.587668] [INFO ] [sig ] [2167/2211] Forecasting WSR... [2025-10-09T22:51:56.587726] [INFO ] [sig ] Generating forecast for: WSR [2025-10-09T22:51:56.587759] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WSR' from 'https://tdm.silogroup.org/data/derivative_storage/WSR.csv'. [2025-10-09T22:51:56.597555] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WSR'. [2025-10-09T22:51:56.598010] [INFO ] [FORECASTER] Starting predict_future for WSR [2025-10-09T22:51:56.623329] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:56.624104] [DEBUG] [LOCAL ] No optimal features file found for WSR: ./output/feature-sets/WSR.txt [2025-10-09T22:51:56.624159] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:56.624193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:56.624221] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:56.624297] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:56.641639] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:56.642218] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:56.642302] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:56.642335] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:56.677143] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:56.677220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:56.677254] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:56.677281] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:56.680344] [DEBUG] [FORECASTER] WSR: Forecast T+1@11:T+2@11: UP (p=56.45%) [2025-10-09T22:51:56.680615] [INFO ] [FORECASTER] Completed predict_future for WSR [2025-10-09T22:51:56.680789] [INFO ] [sig ] WSR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:56.824319] [INFO ] [LOCAL ] Saved forecast: WSR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WSR.txt [2025-10-09T22:51:56.824530] [WARN ] [sig ] [2167/2211] Failed WSR after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 8.4s [2025-10-09T22:51:56.824608] [INFO ] [sig ] [2168/2211] Forecasting WST... [2025-10-09T22:51:56.824680] [INFO ] [sig ] Generating forecast for: WST [2025-10-09T22:51:56.824733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WST' from 'https://tdm.silogroup.org/data/derivative_storage/WST.csv'. [2025-10-09T22:51:56.834707] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WST'. [2025-10-09T22:51:56.835023] [INFO ] [FORECASTER] Starting predict_future for WST [2025-10-09T22:51:56.860384] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:56.861101] [DEBUG] [LOCAL ] No optimal features file found for WST: ./output/feature-sets/WST.txt [2025-10-09T22:51:56.861202] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:56.861242] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:56.861270] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:56.861326] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:56.878681] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:56.879263] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:56.879346] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:56.879379] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:56.911820] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:56.911900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:56.911935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:56.911963] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:56.914956] [DEBUG] [FORECASTER] WST: Forecast T+1@11:T+2@11: UP (p=59.96%) [2025-10-09T22:51:56.915214] [INFO ] [FORECASTER] Completed predict_future for WST [2025-10-09T22:51:56.915334] [INFO ] [sig ] WST: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:57.057345] [INFO ] [LOCAL ] Saved forecast: WST 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WST.txt [2025-10-09T22:51:57.057573] [WARN ] [sig ] [2168/2211] Failed WST after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 8.2s [2025-10-09T22:51:57.057683] [INFO ] [sig ] [2169/2211] Forecasting WT... [2025-10-09T22:51:57.057731] [INFO ] [sig ] Generating forecast for: WT [2025-10-09T22:51:57.057763] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WT' from 'https://tdm.silogroup.org/data/derivative_storage/WT.csv'. [2025-10-09T22:51:57.067838] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WT'. [2025-10-09T22:51:57.068201] [INFO ] [FORECASTER] Starting predict_future for WT [2025-10-09T22:51:57.094694] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:57.095457] [DEBUG] [LOCAL ] No optimal features file found for WT: ./output/feature-sets/WT.txt [2025-10-09T22:51:57.095513] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:57.095548] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:57.095576] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:57.095634] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:57.114718] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:57.115556] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:57.115684] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:57.115740] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:57.149769] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:57.149872] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:57.149923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:57.149955] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:57.153099] [DEBUG] [FORECASTER] WT: Forecast T+1@11:T+2@11: UP (p=95.77%) [2025-10-09T22:51:57.153372] [INFO ] [FORECASTER] Completed predict_future for WT [2025-10-09T22:51:57.153514] [INFO ] [sig ] WT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:57.301342] [INFO ] [LOCAL ] Saved forecast: WT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WT.txt [2025-10-09T22:51:57.301595] [WARN ] [sig ] [2169/2211] Failed WT after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 8.0s [2025-10-09T22:51:57.301694] [INFO ] [sig ] [2170/2211] Forecasting WTI... [2025-10-09T22:51:57.301739] [INFO ] [sig ] Generating forecast for: WTI [2025-10-09T22:51:57.301771] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTI' from 'https://tdm.silogroup.org/data/derivative_storage/WTI.csv'. [2025-10-09T22:51:57.311638] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WTI'. [2025-10-09T22:51:57.311929] [INFO ] [FORECASTER] Starting predict_future for WTI [2025-10-09T22:51:57.337570] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:57.338477] [DEBUG] [LOCAL ] No optimal features file found for WTI: ./output/feature-sets/WTI.txt [2025-10-09T22:51:57.338532] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:57.338565] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:57.338592] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:57.338669] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:57.355811] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:57.356382] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:57.356467] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:57.356500] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:57.393845] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:57.393952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:57.393988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:57.394016] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:57.397215] [DEBUG] [FORECASTER] WTI: Forecast T+1@11:T+2@11: DOWN (p=16.50%) [2025-10-09T22:51:57.397483] [INFO ] [FORECASTER] Completed predict_future for WTI [2025-10-09T22:51:57.397668] [INFO ] [sig ] WTI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:57.538713] [INFO ] [LOCAL ] Saved forecast: WTI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WTI.txt [2025-10-09T22:51:57.538939] [WARN ] [sig ] [2170/2211] Failed WTI after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 7.8s [2025-10-09T22:51:57.539030] [INFO ] [sig ] [2171/2211] Forecasting WTRG... [2025-10-09T22:51:57.539071] [INFO ] [sig ] Generating forecast for: WTRG [2025-10-09T22:51:57.539104] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTRG' from 'https://tdm.silogroup.org/data/derivative_storage/WTRG.csv'. [2025-10-09T22:51:57.548404] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WTRG'. [2025-10-09T22:51:57.548707] [INFO ] [FORECASTER] Starting predict_future for WTRG [2025-10-09T22:51:57.574500] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:57.575268] [DEBUG] [LOCAL ] No optimal features file found for WTRG: ./output/feature-sets/WTRG.txt [2025-10-09T22:51:57.575324] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:57.575357] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:57.575384] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:57.575442] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:57.593201] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:57.593816] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:57.593904] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:57.593937] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:57.631619] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:57.631740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:57.631784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:57.631849] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:57.637516] [DEBUG] [FORECASTER] WTRG: Forecast T+1@11:T+2@11: UP (p=84.14%) [2025-10-09T22:51:57.637856] [INFO ] [FORECASTER] Completed predict_future for WTRG [2025-10-09T22:51:57.638009] [INFO ] [sig ] WTRG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:57.780276] [INFO ] [LOCAL ] Saved forecast: WTRG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WTRG.txt [2025-10-09T22:51:57.780502] [WARN ] [sig ] [2171/2211] Failed WTRG after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 7.6s [2025-10-09T22:51:57.780582] [INFO ] [sig ] [2172/2211] Forecasting WTS... [2025-10-09T22:51:57.780622] [INFO ] [sig ] Generating forecast for: WTS [2025-10-09T22:51:57.780685] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTS' from 'https://tdm.silogroup.org/data/derivative_storage/WTS.csv'. [2025-10-09T22:51:57.791164] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WTS'. [2025-10-09T22:51:57.791551] [INFO ] [FORECASTER] Starting predict_future for WTS [2025-10-09T22:51:57.817384] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:57.818179] [DEBUG] [LOCAL ] No optimal features file found for WTS: ./output/feature-sets/WTS.txt [2025-10-09T22:51:57.818237] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:57.818273] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:57.818301] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:57.818358] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:57.836515] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:57.837139] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:57.837225] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:57.837260] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:57.875074] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:57.875265] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:57.875329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:57.875410] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:57.879379] [DEBUG] [FORECASTER] WTS: Forecast T+1@11:T+2@11: DOWN (p=12.04%) [2025-10-09T22:51:57.879734] [INFO ] [FORECASTER] Completed predict_future for WTS [2025-10-09T22:51:57.879881] [INFO ] [sig ] WTS: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:58.025255] [INFO ] [LOCAL ] Saved forecast: WTS 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WTS.txt [2025-10-09T22:51:58.025530] [WARN ] [sig ] [2172/2211] Failed WTS after 0.2s | 5.24 sym/s | Total: 6.9m | ETA: 7.4s [2025-10-09T22:51:58.025612] [INFO ] [sig ] [2173/2211] Forecasting WTTR... [2025-10-09T22:51:58.025681] [INFO ] [sig ] Generating forecast for: WTTR [2025-10-09T22:51:58.025731] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WTTR' from 'https://tdm.silogroup.org/data/derivative_storage/WTTR.csv'. [2025-10-09T22:51:58.035411] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WTTR'. [2025-10-09T22:51:58.035727] [INFO ] [FORECASTER] Starting predict_future for WTTR [2025-10-09T22:51:58.062875] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:58.063672] [DEBUG] [LOCAL ] No optimal features file found for WTTR: ./output/feature-sets/WTTR.txt [2025-10-09T22:51:58.063732] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:58.063767] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:58.063795] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:58.063852] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:58.081660] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:58.082273] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:58.082359] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:58.082393] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:58.115851] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:58.115990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:58.116029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:58.116057] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:58.119431] [DEBUG] [FORECASTER] WTTR: Forecast T+1@11:T+2@11: UP (p=64.78%) [2025-10-09T22:51:58.119755] [INFO ] [FORECASTER] Completed predict_future for WTTR [2025-10-09T22:51:58.119923] [INFO ] [sig ] WTTR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:58.265663] [INFO ] [LOCAL ] Saved forecast: WTTR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WTTR.txt [2025-10-09T22:51:58.265948] [WARN ] [sig ] [2173/2211] Failed WTTR after 0.2s | 5.23 sym/s | Total: 6.9m | ETA: 7.3s [2025-10-09T22:51:58.266027] [INFO ] [sig ] [2174/2211] Forecasting WU... [2025-10-09T22:51:58.266067] [INFO ] [sig ] Generating forecast for: WU [2025-10-09T22:51:58.266098] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WU' from 'https://tdm.silogroup.org/data/derivative_storage/WU.csv'. [2025-10-09T22:51:58.276275] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WU'. [2025-10-09T22:51:58.276584] [INFO ] [FORECASTER] Starting predict_future for WU [2025-10-09T22:51:58.302269] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:58.303034] [DEBUG] [LOCAL ] No optimal features file found for WU: ./output/feature-sets/WU.txt [2025-10-09T22:51:58.303091] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:58.303126] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:58.303153] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:58.303209] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:58.320586] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:58.321160] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:58.321244] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:58.321277] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:58.355686] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:58.355764] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:58.355800] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:58.355828] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:58.358893] [DEBUG] [FORECASTER] WU: Forecast T+1@11:T+2@11: DOWN (p=25.53%) [2025-10-09T22:51:58.359145] [INFO ] [FORECASTER] Completed predict_future for WU [2025-10-09T22:51:58.359269] [INFO ] [sig ] WU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:58.500906] [INFO ] [LOCAL ] Saved forecast: WU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WU.txt [2025-10-09T22:51:58.501141] [WARN ] [sig ] [2174/2211] Failed WU after 0.2s | 5.23 sym/s | Total: 6.9m | ETA: 7.1s [2025-10-09T22:51:58.501216] [INFO ] [sig ] [2175/2211] Forecasting WWW... [2025-10-09T22:51:58.501255] [INFO ] [sig ] Generating forecast for: WWW [2025-10-09T22:51:58.501285] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WWW' from 'https://tdm.silogroup.org/data/derivative_storage/WWW.csv'. [2025-10-09T22:51:58.509996] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WWW'. [2025-10-09T22:51:58.510296] [INFO ] [FORECASTER] Starting predict_future for WWW [2025-10-09T22:51:58.535571] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:58.536300] [DEBUG] [LOCAL ] No optimal features file found for WWW: ./output/feature-sets/WWW.txt [2025-10-09T22:51:58.536358] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:58.536391] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:58.536418] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:58.536474] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:58.553582] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:58.554190] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:58.554272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:58.554305] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:58.587810] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:58.587951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:58.587998] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:58.588026] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:58.591529] [DEBUG] [FORECASTER] WWW: Forecast T+1@11:T+2@11: DOWN (p=5.30%) [2025-10-09T22:51:58.591842] [INFO ] [FORECASTER] Completed predict_future for WWW [2025-10-09T22:51:58.591981] [INFO ] [sig ] WWW: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:58.743631] [INFO ] [LOCAL ] Saved forecast: WWW 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/WWW.txt [2025-10-09T22:51:58.743911] [WARN ] [sig ] [2175/2211] Failed WWW after 0.2s | 5.23 sym/s | Total: 6.9m | ETA: 6.9s [2025-10-09T22:51:58.743990] [INFO ] [sig ] [2176/2211] Forecasting WY... [2025-10-09T22:51:58.744030] [INFO ] [sig ] Generating forecast for: WY [2025-10-09T22:51:58.744061] [DEBUG] [REMOTE ] Fetching historical data for symbol 'WY' from 'https://tdm.silogroup.org/data/derivative_storage/WY.csv'. [2025-10-09T22:51:58.754823] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'WY'. [2025-10-09T22:51:58.755101] [INFO ] [FORECASTER] Starting predict_future for WY [2025-10-09T22:51:58.781232] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:58.782005] [DEBUG] [LOCAL ] No optimal features file found for WY: ./output/feature-sets/WY.txt [2025-10-09T22:51:58.782064] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:58.782099] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:58.782127] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:58.782184] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:58.800438] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:58.801477] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:58.801571] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:58.801606] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:58.845509] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:58.845665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:58.845725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:58.845758] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:58.849279] [DEBUG] [FORECASTER] WY: Forecast T+1@11:T+2@11: UP (p=91.09%) [2025-10-09T22:51:58.849553] [INFO ] [FORECASTER] Completed predict_future for WY [2025-10-09T22:51:58.849724] [INFO ] [sig ] WY: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:58.998873] [INFO ] [LOCAL ] Saved forecast: WY 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/WY.txt [2025-10-09T22:51:58.999121] [WARN ] [sig ] [2176/2211] Failed WY after 0.3s | 5.23 sym/s | Total: 6.9m | ETA: 6.7s [2025-10-09T22:51:58.999198] [INFO ] [sig ] [2177/2211] Forecasting XFLT... [2025-10-09T22:51:58.999236] [INFO ] [sig ] Generating forecast for: XFLT [2025-10-09T22:51:58.999267] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XFLT' from 'https://tdm.silogroup.org/data/derivative_storage/XFLT.csv'. [2025-10-09T22:51:59.008719] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XFLT'. [2025-10-09T22:51:59.009008] [INFO ] [FORECASTER] Starting predict_future for XFLT [2025-10-09T22:51:59.034583] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:59.035322] [DEBUG] [LOCAL ] No optimal features file found for XFLT: ./output/feature-sets/XFLT.txt [2025-10-09T22:51:59.035377] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:59.035411] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:59.035438] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:59.035495] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:59.052805] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:59.053343] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:59.053424] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:59.053456] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:59.088597] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:59.088727] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:59.088776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:59.088805] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:59.092006] [DEBUG] [FORECASTER] XFLT: Forecast T+1@11:T+2@11: DOWN (p=11.75%) [2025-10-09T22:51:59.092280] [INFO ] [FORECASTER] Completed predict_future for XFLT [2025-10-09T22:51:59.092410] [INFO ] [sig ] XFLT: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:59.247284] [INFO ] [LOCAL ] Saved forecast: XFLT 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/XFLT.txt [2025-10-09T22:51:59.247540] [WARN ] [sig ] [2177/2211] Failed XFLT after 0.2s | 5.23 sym/s | Total: 6.9m | ETA: 6.5s [2025-10-09T22:51:59.247688] [INFO ] [sig ] [2178/2211] Forecasting XHR... [2025-10-09T22:51:59.247740] [INFO ] [sig ] Generating forecast for: XHR [2025-10-09T22:51:59.247773] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XHR' from 'https://tdm.silogroup.org/data/derivative_storage/XHR.csv'. [2025-10-09T22:51:59.258259] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XHR'. [2025-10-09T22:51:59.258609] [INFO ] [FORECASTER] Starting predict_future for XHR [2025-10-09T22:51:59.284328] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:59.285054] [DEBUG] [LOCAL ] No optimal features file found for XHR: ./output/feature-sets/XHR.txt [2025-10-09T22:51:59.285109] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:59.285140] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:59.285168] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:59.285225] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:59.302838] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:59.303398] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:59.303483] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:59.303576] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:59.344394] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:59.344492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:59.344528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:59.344557] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:59.347783] [DEBUG] [FORECASTER] XHR: Forecast T+1@11:T+2@11: DOWN (p=10.58%) [2025-10-09T22:51:59.348051] [INFO ] [FORECASTER] Completed predict_future for XHR [2025-10-09T22:51:59.348187] [INFO ] [sig ] XHR: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:51:59.501486] [INFO ] [LOCAL ] Saved forecast: XHR 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/XHR.txt [2025-10-09T22:51:59.501774] [WARN ] [sig ] [2178/2211] Failed XHR after 0.3s | 5.23 sym/s | Total: 6.9m | ETA: 6.3s [2025-10-09T22:51:59.501857] [INFO ] [sig ] [2179/2211] Forecasting XOM... [2025-10-09T22:51:59.501896] [INFO ] [sig ] Generating forecast for: XOM [2025-10-09T22:51:59.501928] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XOM' from 'https://tdm.silogroup.org/data/derivative_storage/XOM.csv'. [2025-10-09T22:51:59.512449] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XOM'. [2025-10-09T22:51:59.512804] [INFO ] [FORECASTER] Starting predict_future for XOM [2025-10-09T22:51:59.538558] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:59.539339] [DEBUG] [LOCAL ] No optimal features file found for XOM: ./output/feature-sets/XOM.txt [2025-10-09T22:51:59.539396] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:59.539430] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:59.539458] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:59.539514] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:59.557920] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:59.558498] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:59.558583] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:59.558618] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:59.601146] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:59.601791] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:59.601874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:59.601964] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:59.606453] [DEBUG] [FORECASTER] XOM: Forecast T+1@11:T+2@11: UP (p=86.52%) [2025-10-09T22:51:59.606805] [INFO ] [FORECASTER] Completed predict_future for XOM [2025-10-09T22:51:59.606973] [INFO ] [sig ] XOM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:59.754208] [INFO ] [LOCAL ] Saved forecast: XOM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/XOM.txt [2025-10-09T22:51:59.754485] [WARN ] [sig ] [2179/2211] Failed XOM after 0.3s | 5.23 sym/s | Total: 6.9m | ETA: 6.1s [2025-10-09T22:51:59.754576] [INFO ] [sig ] [2180/2211] Forecasting XPER... [2025-10-09T22:51:59.754616] [INFO ] [sig ] Generating forecast for: XPER [2025-10-09T22:51:59.754674] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPER' from 'https://tdm.silogroup.org/data/derivative_storage/XPER.csv'. [2025-10-09T22:51:59.767362] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XPER'. [2025-10-09T22:51:59.767811] [INFO ] [FORECASTER] Starting predict_future for XPER [2025-10-09T22:51:59.794112] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:51:59.794930] [DEBUG] [LOCAL ] No optimal features file found for XPER: ./output/feature-sets/XPER.txt [2025-10-09T22:51:59.794990] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:51:59.795024] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:51:59.795050] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:51:59.795106] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:51:59.812975] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:51:59.813564] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:51:59.813671] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:51:59.813726] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:51:59.848385] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:51:59.848485] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:51:59.848523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:51:59.848553] [INFO ] [FORECASTER] Training complete [2025-10-09T22:51:59.851882] [DEBUG] [FORECASTER] XPER: Forecast T+1@11:T+2@11: UP (p=97.84%) [2025-10-09T22:51:59.852159] [INFO ] [FORECASTER] Completed predict_future for XPER [2025-10-09T22:51:59.852298] [INFO ] [sig ] XPER: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:51:59.996785] [INFO ] [LOCAL ] Saved forecast: XPER 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/XPER.txt [2025-10-09T22:51:59.997061] [WARN ] [sig ] [2180/2211] Failed XPER after 0.2s | 5.23 sym/s | Total: 6.9m | ETA: 5.9s [2025-10-09T22:51:59.997138] [INFO ] [sig ] [2181/2211] Forecasting XPEV... [2025-10-09T22:51:59.997177] [INFO ] [sig ] Generating forecast for: XPEV [2025-10-09T22:51:59.997208] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPEV' from 'https://tdm.silogroup.org/data/derivative_storage/XPEV.csv'. [2025-10-09T22:52:00.007496] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XPEV'. [2025-10-09T22:52:00.008050] [INFO ] [FORECASTER] Starting predict_future for XPEV [2025-10-09T22:52:00.034468] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:00.035334] [DEBUG] [LOCAL ] No optimal features file found for XPEV: ./output/feature-sets/XPEV.txt [2025-10-09T22:52:00.035389] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:00.035423] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:00.035452] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:00.035508] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:00.053312] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:00.054179] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:00.054272] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:00.054307] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:00.093441] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:00.093629] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:00.093716] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:00.093757] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:00.097401] [DEBUG] [FORECASTER] XPEV: Forecast T+1@11:T+2@11: DOWN (p=43.10%) [2025-10-09T22:52:00.097801] [INFO ] [FORECASTER] Completed predict_future for XPEV [2025-10-09T22:52:00.098022] [INFO ] [sig ] XPEV: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:00.257375] [INFO ] [LOCAL ] Saved forecast: XPEV 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/XPEV.txt [2025-10-09T22:52:00.257670] [WARN ] [sig ] [2181/2211] Failed XPEV after 0.3s | 5.23 sym/s | Total: 7.0m | ETA: 5.7s [2025-10-09T22:52:00.257738] [INFO ] [sig ] [2182/2211] Forecasting XPO... [2025-10-09T22:52:00.257774] [INFO ] [sig ] Generating forecast for: XPO [2025-10-09T22:52:00.257805] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPO' from 'https://tdm.silogroup.org/data/derivative_storage/XPO.csv'. [2025-10-09T22:52:00.267210] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XPO'. [2025-10-09T22:52:00.267461] [INFO ] [FORECASTER] Starting predict_future for XPO [2025-10-09T22:52:00.292802] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:00.293465] [DEBUG] [LOCAL ] No optimal features file found for XPO: ./output/feature-sets/XPO.txt [2025-10-09T22:52:00.293518] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:00.293550] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:00.293577] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:00.293632] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:00.311397] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:00.312084] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:00.312168] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:00.312202] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:00.345148] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:00.345233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:00.345269] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:00.345298] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:00.348518] [DEBUG] [FORECASTER] XPO: Forecast T+1@11:T+2@11: DOWN (p=3.33%) [2025-10-09T22:52:00.348822] [INFO ] [FORECASTER] Completed predict_future for XPO [2025-10-09T22:52:00.348959] [INFO ] [sig ] XPO: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:00.491770] [INFO ] [LOCAL ] Saved forecast: XPO 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/XPO.txt [2025-10-09T22:52:00.491965] [WARN ] [sig ] [2182/2211] Failed XPO after 0.2s | 5.23 sym/s | Total: 7.0m | ETA: 5.5s [2025-10-09T22:52:00.492041] [INFO ] [sig ] [2183/2211] Forecasting XPOF... [2025-10-09T22:52:00.492089] [INFO ] [sig ] Generating forecast for: XPOF [2025-10-09T22:52:00.492126] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPOF' from 'https://tdm.silogroup.org/data/derivative_storage/XPOF.csv'. [2025-10-09T22:52:00.501731] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XPOF'. [2025-10-09T22:52:00.501986] [INFO ] [FORECASTER] Starting predict_future for XPOF [2025-10-09T22:52:00.527413] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:00.528236] [DEBUG] [LOCAL ] No optimal features file found for XPOF: ./output/feature-sets/XPOF.txt [2025-10-09T22:52:00.528291] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:00.528325] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:00.528353] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:00.528410] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:00.545923] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:00.546487] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:00.546567] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:00.546600] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:00.577814] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:00.577890] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:00.577924] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:00.577951] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:00.580999] [DEBUG] [FORECASTER] XPOF: Forecast T+1@11:T+2@11: DOWN (p=17.73%) [2025-10-09T22:52:00.581255] [INFO ] [FORECASTER] Completed predict_future for XPOF [2025-10-09T22:52:00.581382] [INFO ] [sig ] XPOF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:00.723338] [INFO ] [LOCAL ] Saved forecast: XPOF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/XPOF.txt [2025-10-09T22:52:00.723527] [WARN ] [sig ] [2183/2211] Failed XPOF after 0.2s | 5.23 sym/s | Total: 7.0m | ETA: 5.4s [2025-10-09T22:52:00.723602] [INFO ] [sig ] [2184/2211] Forecasting XPRO... [2025-10-09T22:52:00.723665] [INFO ] [sig ] Generating forecast for: XPRO [2025-10-09T22:52:00.723723] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XPRO' from 'https://tdm.silogroup.org/data/derivative_storage/XPRO.csv'. [2025-10-09T22:52:00.732720] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XPRO'. [2025-10-09T22:52:00.732984] [INFO ] [FORECASTER] Starting predict_future for XPRO [2025-10-09T22:52:00.758515] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:00.759220] [DEBUG] [LOCAL ] No optimal features file found for XPRO: ./output/feature-sets/XPRO.txt [2025-10-09T22:52:00.759276] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:00.759310] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:00.759338] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:00.759395] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:00.776920] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:00.777453] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:00.777533] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:00.777567] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:00.812265] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:00.812350] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:00.812386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:00.812416] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:00.815564] [DEBUG] [FORECASTER] XPRO: Forecast T+1@11:T+2@11: UP (p=75.10%) [2025-10-09T22:52:00.815855] [INFO ] [FORECASTER] Completed predict_future for XPRO [2025-10-09T22:52:00.815988] [INFO ] [sig ] XPRO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:00.961310] [INFO ] [LOCAL ] Saved forecast: XPRO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/XPRO.txt [2025-10-09T22:52:00.961530] [WARN ] [sig ] [2184/2211] Failed XPRO after 0.2s | 5.23 sym/s | Total: 7.0m | ETA: 5.2s [2025-10-09T22:52:00.961668] [INFO ] [sig ] [2185/2211] Forecasting XYF... [2025-10-09T22:52:00.961723] [INFO ] [sig ] Generating forecast for: XYF [2025-10-09T22:52:00.961757] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XYF' from 'https://tdm.silogroup.org/data/derivative_storage/XYF.csv'. [2025-10-09T22:52:00.971827] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XYF'. [2025-10-09T22:52:00.972076] [INFO ] [FORECASTER] Starting predict_future for XYF [2025-10-09T22:52:00.997551] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:00.998275] [DEBUG] [LOCAL ] No optimal features file found for XYF: ./output/feature-sets/XYF.txt [2025-10-09T22:52:00.998331] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:00.998409] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:00.998447] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:00.998504] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:01.016201] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:01.016774] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:01.016856] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:01.016889] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:01.051427] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:01.051505] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:01.051539] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:01.051567] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:01.054580] [DEBUG] [FORECASTER] XYF: Forecast T+1@11:T+2@11: DOWN (p=5.53%) [2025-10-09T22:52:01.054867] [INFO ] [FORECASTER] Completed predict_future for XYF [2025-10-09T22:52:01.054997] [INFO ] [sig ] XYF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:01.197376] [INFO ] [LOCAL ] Saved forecast: XYF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/XYF.txt [2025-10-09T22:52:01.197547] [WARN ] [sig ] [2185/2211] Failed XYF after 0.2s | 5.23 sym/s | Total: 7.0m | ETA: 5.0s [2025-10-09T22:52:01.197636] [INFO ] [sig ] [2186/2211] Forecasting XYL... [2025-10-09T22:52:01.197714] [INFO ] [sig ] Generating forecast for: XYL [2025-10-09T22:52:01.197749] [DEBUG] [REMOTE ] Fetching historical data for symbol 'XYL' from 'https://tdm.silogroup.org/data/derivative_storage/XYL.csv'. [2025-10-09T22:52:01.207788] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'XYL'. [2025-10-09T22:52:01.208049] [INFO ] [FORECASTER] Starting predict_future for XYL [2025-10-09T22:52:01.233318] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:01.234040] [DEBUG] [LOCAL ] No optimal features file found for XYL: ./output/feature-sets/XYL.txt [2025-10-09T22:52:01.234094] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:01.234132] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:01.234160] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:01.234217] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:01.251892] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:01.252487] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:01.252571] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:01.252604] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:01.284833] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:01.284910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:01.284946] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:01.284992] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:01.288044] [DEBUG] [FORECASTER] XYL: Forecast T+1@11:T+2@11: UP (p=78.20%) [2025-10-09T22:52:01.288301] [INFO ] [FORECASTER] Completed predict_future for XYL [2025-10-09T22:52:01.288422] [INFO ] [sig ] XYL: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:01.431055] [INFO ] [LOCAL ] Saved forecast: XYL 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/XYL.txt [2025-10-09T22:52:01.431246] [WARN ] [sig ] [2186/2211] Failed XYL after 0.2s | 5.23 sym/s | Total: 7.0m | ETA: 4.8s [2025-10-09T22:52:01.431322] [INFO ] [sig ] [2187/2211] Forecasting YALA... [2025-10-09T22:52:01.431360] [INFO ] [sig ] Generating forecast for: YALA [2025-10-09T22:52:01.431390] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YALA' from 'https://tdm.silogroup.org/data/derivative_storage/YALA.csv'. [2025-10-09T22:52:01.440217] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YALA'. [2025-10-09T22:52:01.440478] [INFO ] [FORECASTER] Starting predict_future for YALA [2025-10-09T22:52:01.465663] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:01.466387] [DEBUG] [LOCAL ] No optimal features file found for YALA: ./output/feature-sets/YALA.txt [2025-10-09T22:52:01.466441] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:01.466474] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:01.466500] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:01.466556] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:01.483898] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:01.484421] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:01.484500] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:01.484532] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:01.516129] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:01.516203] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:01.516237] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:01.516264] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:01.519255] [DEBUG] [FORECASTER] YALA: Forecast T+1@11:T+2@11: DOWN (p=38.55%) [2025-10-09T22:52:01.519509] [INFO ] [FORECASTER] Completed predict_future for YALA [2025-10-09T22:52:01.519636] [INFO ] [sig ] YALA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:01.662316] [INFO ] [LOCAL ] Saved forecast: YALA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/YALA.txt [2025-10-09T22:52:01.662523] [WARN ] [sig ] [2187/2211] Failed YALA after 0.2s | 5.23 sym/s | Total: 7.0m | ETA: 4.6s [2025-10-09T22:52:01.662599] [INFO ] [sig ] [2188/2211] Forecasting YELP... [2025-10-09T22:52:01.662639] [INFO ] [sig ] Generating forecast for: YELP [2025-10-09T22:52:01.662716] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YELP' from 'https://tdm.silogroup.org/data/derivative_storage/YELP.csv'. [2025-10-09T22:52:01.671830] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YELP'. [2025-10-09T22:52:01.672098] [INFO ] [FORECASTER] Starting predict_future for YELP [2025-10-09T22:52:01.697343] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:01.698087] [DEBUG] [LOCAL ] No optimal features file found for YELP: ./output/feature-sets/YELP.txt [2025-10-09T22:52:01.698153] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:01.698193] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:01.698226] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:01.698286] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:01.715950] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:01.716473] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:01.716553] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:01.716586] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:01.741543] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:01.741617] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:01.741678] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:01.741725] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:01.748205] [DEBUG] [FORECASTER] YELP: Forecast T+1@11:T+2@11: UP (p=90.24%) [2025-10-09T22:52:01.748469] [INFO ] [FORECASTER] Completed predict_future for YELP [2025-10-09T22:52:01.748590] [INFO ] [sig ] YELP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:01.891547] [INFO ] [LOCAL ] Saved forecast: YELP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/YELP.txt [2025-10-09T22:52:01.891799] [WARN ] [sig ] [2188/2211] Failed YELP after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 4.4s [2025-10-09T22:52:01.891883] [INFO ] [sig ] [2189/2211] Forecasting YETI... [2025-10-09T22:52:01.891923] [INFO ] [sig ] Generating forecast for: YETI [2025-10-09T22:52:01.891955] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YETI' from 'https://tdm.silogroup.org/data/derivative_storage/YETI.csv'. [2025-10-09T22:52:01.901402] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YETI'. [2025-10-09T22:52:01.901755] [INFO ] [FORECASTER] Starting predict_future for YETI [2025-10-09T22:52:01.927063] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:01.927857] [DEBUG] [LOCAL ] No optimal features file found for YETI: ./output/feature-sets/YETI.txt [2025-10-09T22:52:01.927914] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:01.927948] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:01.927976] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:01.928034] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:01.945197] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:01.945785] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:01.945867] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:01.945901] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:01.975546] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:01.975755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:01.975809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:01.975840] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:01.979370] [DEBUG] [FORECASTER] YETI: Forecast T+1@11:T+2@11: DOWN (p=28.56%) [2025-10-09T22:52:01.979669] [INFO ] [FORECASTER] Completed predict_future for YETI [2025-10-09T22:52:01.979816] [INFO ] [sig ] YETI: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:02.120801] [INFO ] [LOCAL ] Saved forecast: YETI 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/YETI.txt [2025-10-09T22:52:02.121008] [WARN ] [sig ] [2189/2211] Failed YETI after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 4.2s [2025-10-09T22:52:02.121084] [INFO ] [sig ] [2190/2211] Forecasting YEXT... [2025-10-09T22:52:02.121124] [INFO ] [sig ] Generating forecast for: YEXT [2025-10-09T22:52:02.121155] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YEXT' from 'https://tdm.silogroup.org/data/derivative_storage/YEXT.csv'. [2025-10-09T22:52:02.130035] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YEXT'. [2025-10-09T22:52:02.130295] [INFO ] [FORECASTER] Starting predict_future for YEXT [2025-10-09T22:52:02.155347] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:02.156062] [DEBUG] [LOCAL ] No optimal features file found for YEXT: ./output/feature-sets/YEXT.txt [2025-10-09T22:52:02.156116] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:02.156150] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:02.156178] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:02.156234] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:02.173745] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:02.174307] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:02.174387] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:02.174421] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:02.203522] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:02.203599] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:02.203633] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:02.203700] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:02.206689] [DEBUG] [FORECASTER] YEXT: Forecast T+1@11:T+2@11: UP (p=54.55%) [2025-10-09T22:52:02.206947] [INFO ] [FORECASTER] Completed predict_future for YEXT [2025-10-09T22:52:02.207068] [INFO ] [sig ] YEXT: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:02.350793] [INFO ] [LOCAL ] Saved forecast: YEXT 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/YEXT.txt [2025-10-09T22:52:02.350981] [WARN ] [sig ] [2190/2211] Failed YEXT after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 4.0s [2025-10-09T22:52:02.351055] [INFO ] [sig ] [2191/2211] Forecasting YMM... [2025-10-09T22:52:02.351094] [INFO ] [sig ] Generating forecast for: YMM [2025-10-09T22:52:02.351124] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YMM' from 'https://tdm.silogroup.org/data/derivative_storage/YMM.csv'. [2025-10-09T22:52:02.360417] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YMM'. [2025-10-09T22:52:02.360700] [INFO ] [FORECASTER] Starting predict_future for YMM [2025-10-09T22:52:02.386106] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:02.386907] [DEBUG] [LOCAL ] No optimal features file found for YMM: ./output/feature-sets/YMM.txt [2025-10-09T22:52:02.386962] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:02.386996] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:02.387023] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:02.387079] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:02.404626] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:02.405206] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:02.405288] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:02.405323] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:02.434481] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:02.434566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:02.434602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:02.434631] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:02.437853] [DEBUG] [FORECASTER] YMM: Forecast T+1@11:T+2@11: DOWN (p=14.07%) [2025-10-09T22:52:02.438133] [INFO ] [FORECASTER] Completed predict_future for YMM [2025-10-09T22:52:02.438280] [INFO ] [sig ] YMM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:02.579186] [INFO ] [LOCAL ] Saved forecast: YMM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/YMM.txt [2025-10-09T22:52:02.579393] [WARN ] [sig ] [2191/2211] Failed YMM after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 3.8s [2025-10-09T22:52:02.579479] [INFO ] [sig ] [2192/2211] Forecasting YOU... [2025-10-09T22:52:02.579519] [INFO ] [sig ] Generating forecast for: YOU [2025-10-09T22:52:02.579550] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YOU' from 'https://tdm.silogroup.org/data/derivative_storage/YOU.csv'. [2025-10-09T22:52:02.588336] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YOU'. [2025-10-09T22:52:02.588662] [INFO ] [FORECASTER] Starting predict_future for YOU [2025-10-09T22:52:02.613856] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:02.614553] [DEBUG] [LOCAL ] No optimal features file found for YOU: ./output/feature-sets/YOU.txt [2025-10-09T22:52:02.614611] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:02.614668] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:02.614718] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:02.614779] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:02.632258] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:02.632826] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:02.632907] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:02.632941] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:02.667157] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:02.667249] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:02.667285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:02.667313] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:02.670498] [DEBUG] [FORECASTER] YOU: Forecast T+1@11:T+2@11: DOWN (p=7.77%) [2025-10-09T22:52:02.670808] [INFO ] [FORECASTER] Completed predict_future for YOU [2025-10-09T22:52:02.670938] [INFO ] [sig ] YOU: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:02.813105] [INFO ] [LOCAL ] Saved forecast: YOU 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/YOU.txt [2025-10-09T22:52:02.813296] [WARN ] [sig ] [2192/2211] Failed YOU after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 3.6s [2025-10-09T22:52:02.813371] [INFO ] [sig ] [2193/2211] Forecasting YPF... [2025-10-09T22:52:02.813410] [INFO ] [sig ] Generating forecast for: YPF [2025-10-09T22:52:02.813441] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YPF' from 'https://tdm.silogroup.org/data/derivative_storage/YPF.csv'. [2025-10-09T22:52:02.822405] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YPF'. [2025-10-09T22:52:02.822686] [INFO ] [FORECASTER] Starting predict_future for YPF [2025-10-09T22:52:02.848120] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:02.848846] [DEBUG] [LOCAL ] No optimal features file found for YPF: ./output/feature-sets/YPF.txt [2025-10-09T22:52:02.848900] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:02.848934] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:02.848962] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:02.849019] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:02.866336] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:02.866914] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:02.866996] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:02.867029] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:02.895685] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:02.895764] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:02.895799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:02.895847] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:02.898905] [DEBUG] [FORECASTER] YPF: Forecast T+1@11:T+2@11: DOWN (p=31.53%) [2025-10-09T22:52:02.899164] [INFO ] [FORECASTER] Completed predict_future for YPF [2025-10-09T22:52:02.899285] [INFO ] [sig ] YPF: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:03.041537] [INFO ] [LOCAL ] Saved forecast: YPF 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/YPF.txt [2025-10-09T22:52:03.041756] [WARN ] [sig ] [2193/2211] Failed YPF after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 3.4s [2025-10-09T22:52:03.041837] [INFO ] [sig ] [2194/2211] Forecasting YRD... [2025-10-09T22:52:03.041877] [INFO ] [sig ] Generating forecast for: YRD [2025-10-09T22:52:03.041907] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YRD' from 'https://tdm.silogroup.org/data/derivative_storage/YRD.csv'. [2025-10-09T22:52:03.051069] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YRD'. [2025-10-09T22:52:03.051331] [INFO ] [FORECASTER] Starting predict_future for YRD [2025-10-09T22:52:03.076530] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:03.077229] [DEBUG] [LOCAL ] No optimal features file found for YRD: ./output/feature-sets/YRD.txt [2025-10-09T22:52:03.077284] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:03.077318] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:03.077345] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:03.077401] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:03.094933] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:03.095461] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:03.095543] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:03.095577] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:03.128125] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:03.128205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:03.128239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:03.128267] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:03.131271] [DEBUG] [FORECASTER] YRD: Forecast T+1@11:T+2@11: UP (p=90.55%) [2025-10-09T22:52:03.131529] [INFO ] [FORECASTER] Completed predict_future for YRD [2025-10-09T22:52:03.131683] [INFO ] [sig ] YRD: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:03.283283] [INFO ] [LOCAL ] Saved forecast: YRD 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/YRD.txt [2025-10-09T22:52:03.283496] [WARN ] [sig ] [2194/2211] Failed YRD after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 3.3s [2025-10-09T22:52:03.283571] [INFO ] [sig ] [2195/2211] Forecasting YSG... [2025-10-09T22:52:03.283610] [INFO ] [sig ] Generating forecast for: YSG [2025-10-09T22:52:03.283661] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YSG' from 'https://tdm.silogroup.org/data/derivative_storage/YSG.csv'. [2025-10-09T22:52:03.292588] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YSG'. [2025-10-09T22:52:03.292861] [INFO ] [FORECASTER] Starting predict_future for YSG [2025-10-09T22:52:03.318275] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:03.318988] [DEBUG] [LOCAL ] No optimal features file found for YSG: ./output/feature-sets/YSG.txt [2025-10-09T22:52:03.319042] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:03.319074] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:03.319102] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:03.319161] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:03.336518] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:03.337129] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:03.337209] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:03.337287] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:03.371250] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:03.371347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:03.371381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:03.371409] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:03.374482] [DEBUG] [FORECASTER] YSG: Forecast T+1@11:T+2@11: UP (p=78.05%) [2025-10-09T22:52:03.374785] [INFO ] [FORECASTER] Completed predict_future for YSG [2025-10-09T22:52:03.374921] [INFO ] [sig ] YSG: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:03.519588] [INFO ] [LOCAL ] Saved forecast: YSG 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/YSG.txt [2025-10-09T22:52:03.519822] [WARN ] [sig ] [2195/2211] Failed YSG after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 3.1s [2025-10-09T22:52:03.519900] [INFO ] [sig ] [2196/2211] Forecasting YUM... [2025-10-09T22:52:03.519939] [INFO ] [sig ] Generating forecast for: YUM [2025-10-09T22:52:03.519970] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YUM' from 'https://tdm.silogroup.org/data/derivative_storage/YUM.csv'. [2025-10-09T22:52:03.529634] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YUM'. [2025-10-09T22:52:03.529955] [INFO ] [FORECASTER] Starting predict_future for YUM [2025-10-09T22:52:03.555363] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:03.556079] [DEBUG] [LOCAL ] No optimal features file found for YUM: ./output/feature-sets/YUM.txt [2025-10-09T22:52:03.556134] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:03.556167] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:03.556195] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:03.556250] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:03.574030] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:03.574591] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:03.574692] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:03.574743] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:03.606288] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:03.606363] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:03.606397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:03.606425] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:03.609515] [DEBUG] [FORECASTER] YUM: Forecast T+1@11:T+2@11: UP (p=67.39%) [2025-10-09T22:52:03.609813] [INFO ] [FORECASTER] Completed predict_future for YUM [2025-10-09T22:52:03.609944] [INFO ] [sig ] YUM: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:03.752321] [INFO ] [LOCAL ] Saved forecast: YUM 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/YUM.txt [2025-10-09T22:52:03.752503] [WARN ] [sig ] [2196/2211] Failed YUM after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 2.9s [2025-10-09T22:52:03.752578] [INFO ] [sig ] [2197/2211] Forecasting YUMC... [2025-10-09T22:52:03.752616] [INFO ] [sig ] Generating forecast for: YUMC [2025-10-09T22:52:03.752673] [DEBUG] [REMOTE ] Fetching historical data for symbol 'YUMC' from 'https://tdm.silogroup.org/data/derivative_storage/YUMC.csv'. [2025-10-09T22:52:03.761781] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'YUMC'. [2025-10-09T22:52:03.762023] [INFO ] [FORECASTER] Starting predict_future for YUMC [2025-10-09T22:52:03.787401] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:03.788167] [DEBUG] [LOCAL ] No optimal features file found for YUMC: ./output/feature-sets/YUMC.txt [2025-10-09T22:52:03.788225] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:03.788258] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:03.788285] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:03.788341] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:03.805854] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:03.806405] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:03.806485] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:03.806519] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:03.838982] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:03.839054] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:03.839087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:03.839115] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:03.842286] [DEBUG] [FORECASTER] YUMC: Forecast T+1@11:T+2@11: UP (p=98.68%) [2025-10-09T22:52:03.842545] [INFO ] [FORECASTER] Completed predict_future for YUMC [2025-10-09T22:52:03.842698] [INFO ] [sig ] YUMC: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:03.985357] [INFO ] [LOCAL ] Saved forecast: YUMC 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/YUMC.txt [2025-10-09T22:52:03.985537] [WARN ] [sig ] [2197/2211] Failed YUMC after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 2.7s [2025-10-09T22:52:03.985612] [INFO ] [sig ] [2198/2211] Forecasting ZBH... [2025-10-09T22:52:03.985684] [INFO ] [sig ] Generating forecast for: ZBH [2025-10-09T22:52:03.985733] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZBH' from 'https://tdm.silogroup.org/data/derivative_storage/ZBH.csv'. [2025-10-09T22:52:03.994909] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZBH'. [2025-10-09T22:52:03.995174] [INFO ] [FORECASTER] Starting predict_future for ZBH [2025-10-09T22:52:04.020549] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:04.021253] [DEBUG] [LOCAL ] No optimal features file found for ZBH: ./output/feature-sets/ZBH.txt [2025-10-09T22:52:04.021307] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:04.021340] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:04.021366] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:04.021422] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:04.038836] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:04.039359] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:04.039439] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:04.039472] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:04.071279] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:04.071352] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:04.071386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:04.071413] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:04.074419] [DEBUG] [FORECASTER] ZBH: Forecast T+1@11:T+2@11: DOWN (p=7.08%) [2025-10-09T22:52:04.074700] [INFO ] [FORECASTER] Completed predict_future for ZBH [2025-10-09T22:52:04.074832] [INFO ] [sig ] ZBH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:04.224110] [INFO ] [LOCAL ] Saved forecast: ZBH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ZBH.txt [2025-10-09T22:52:04.224422] [WARN ] [sig ] [2198/2211] Failed ZBH after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 2.5s [2025-10-09T22:52:04.224511] [INFO ] [sig ] [2199/2211] Forecasting ZEPP... [2025-10-09T22:52:04.224569] [INFO ] [sig ] Generating forecast for: ZEPP [2025-10-09T22:52:04.224601] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZEPP' from 'https://tdm.silogroup.org/data/derivative_storage/ZEPP.csv'. [2025-10-09T22:52:04.234308] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'ZEPP'. [2025-10-09T22:52:04.234637] [INFO ] [FORECASTER] Starting predict_future for ZEPP [2025-10-09T22:52:04.261757] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:04.262616] [DEBUG] [LOCAL ] No optimal features file found for ZEPP: ./output/feature-sets/ZEPP.txt [2025-10-09T22:52:04.262701] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:04.262746] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:04.262776] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:04.262834] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:04.280910] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:04.281480] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:04.281592] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:04.281638] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:04.321716] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:04.321900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:04.321980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:04.322026] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:04.325702] [DEBUG] [FORECASTER] ZEPP: Forecast T+1@11:T+2@11: UP (p=86.15%) [2025-10-09T22:52:04.325999] [INFO ] [FORECASTER] Completed predict_future for ZEPP [2025-10-09T22:52:04.326153] [INFO ] [sig ] ZEPP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:04.479005] [INFO ] [LOCAL ] Saved forecast: ZEPP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZEPP.txt [2025-10-09T22:52:04.479318] [WARN ] [sig ] [2199/2211] Failed ZEPP after 0.3s | 5.22 sym/s | Total: 7.0m | ETA: 2.3s [2025-10-09T22:52:04.479402] [INFO ] [sig ] [2200/2211] Forecasting ZETA... [2025-10-09T22:52:04.479441] [INFO ] [sig ] Generating forecast for: ZETA [2025-10-09T22:52:04.479472] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZETA' from 'https://tdm.silogroup.org/data/derivative_storage/ZETA.csv'. [2025-10-09T22:52:04.489478] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZETA'. [2025-10-09T22:52:04.489814] [INFO ] [FORECASTER] Starting predict_future for ZETA [2025-10-09T22:52:04.517795] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:04.518590] [DEBUG] [LOCAL ] No optimal features file found for ZETA: ./output/feature-sets/ZETA.txt [2025-10-09T22:52:04.518669] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:04.518725] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:04.518757] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:04.518816] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:04.537890] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:04.538502] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:04.538590] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:04.538625] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:04.577940] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:04.578049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:04.578087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:04.578141] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:04.581465] [DEBUG] [FORECASTER] ZETA: Forecast T+1@11:T+2@11: DOWN (p=49.56%) [2025-10-09T22:52:04.581790] [INFO ] [FORECASTER] Completed predict_future for ZETA [2025-10-09T22:52:04.581939] [INFO ] [sig ] ZETA: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:04.731716] [INFO ] [LOCAL ] Saved forecast: ZETA 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ZETA.txt [2025-10-09T22:52:04.731981] [WARN ] [sig ] [2200/2211] Failed ZETA after 0.3s | 5.22 sym/s | Total: 7.0m | ETA: 2.1s [2025-10-09T22:52:04.732061] [INFO ] [sig ] [2201/2211] Forecasting ZGN... [2025-10-09T22:52:04.732102] [INFO ] [sig ] Generating forecast for: ZGN [2025-10-09T22:52:04.732134] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZGN' from 'https://tdm.silogroup.org/data/derivative_storage/ZGN.csv'. [2025-10-09T22:52:04.741716] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZGN'. [2025-10-09T22:52:04.742027] [INFO ] [FORECASTER] Starting predict_future for ZGN [2025-10-09T22:52:04.768537] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:04.769337] [DEBUG] [LOCAL ] No optimal features file found for ZGN: ./output/feature-sets/ZGN.txt [2025-10-09T22:52:04.769392] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:04.769428] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:04.769457] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:04.769516] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:04.788133] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:04.789042] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:04.789140] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:04.789175] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:04.831413] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:04.831605] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:04.831673] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:04.831730] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:04.835544] [DEBUG] [FORECASTER] ZGN: Forecast T+1@11:T+2@11: UP (p=76.20%) [2025-10-09T22:52:04.835868] [INFO ] [FORECASTER] Completed predict_future for ZGN [2025-10-09T22:52:04.836020] [INFO ] [sig ] ZGN: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:04.988623] [INFO ] [LOCAL ] Saved forecast: ZGN 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZGN.txt [2025-10-09T22:52:04.988944] [WARN ] [sig ] [2201/2211] Failed ZGN after 0.3s | 5.22 sym/s | Total: 7.0m | ETA: 1.9s [2025-10-09T22:52:04.989043] [INFO ] [sig ] [2202/2211] Forecasting ZH... [2025-10-09T22:52:04.989122] [INFO ] [sig ] Generating forecast for: ZH [2025-10-09T22:52:04.989185] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZH' from 'https://tdm.silogroup.org/data/derivative_storage/ZH.csv'. [2025-10-09T22:52:04.999627] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZH'. [2025-10-09T22:52:04.999968] [INFO ] [FORECASTER] Starting predict_future for ZH [2025-10-09T22:52:05.028012] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:05.028855] [DEBUG] [LOCAL ] No optimal features file found for ZH: ./output/feature-sets/ZH.txt [2025-10-09T22:52:05.028911] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:05.028945] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:05.029027] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:05.029096] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:05.048720] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:05.049547] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:05.049638] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:05.049714] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:05.092442] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:05.092557] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:05.092594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:05.092623] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:05.096087] [DEBUG] [FORECASTER] ZH: Forecast T+1@11:T+2@11: DOWN (p=15.51%) [2025-10-09T22:52:05.096369] [INFO ] [FORECASTER] Completed predict_future for ZH [2025-10-09T22:52:05.096513] [INFO ] [sig ] ZH: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:05.246217] [INFO ] [LOCAL ] Saved forecast: ZH 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ZH.txt [2025-10-09T22:52:05.246472] [WARN ] [sig ] [2202/2211] Failed ZH after 0.3s | 5.22 sym/s | Total: 7.0m | ETA: 1.7s [2025-10-09T22:52:05.246550] [INFO ] [sig ] [2203/2211] Forecasting ZIM... [2025-10-09T22:52:05.246590] [INFO ] [sig ] Generating forecast for: ZIM [2025-10-09T22:52:05.246623] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZIM' from 'https://tdm.silogroup.org/data/derivative_storage/ZIM.csv'. [2025-10-09T22:52:05.257001] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZIM'. [2025-10-09T22:52:05.257407] [INFO ] [FORECASTER] Starting predict_future for ZIM [2025-10-09T22:52:05.283594] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:05.284414] [DEBUG] [LOCAL ] No optimal features file found for ZIM: ./output/feature-sets/ZIM.txt [2025-10-09T22:52:05.284469] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:05.284503] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:05.284531] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:05.284587] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:05.302263] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:05.303168] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:05.303266] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:05.303302] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:05.340380] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:05.340566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:05.340612] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:05.340667] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:05.344273] [DEBUG] [FORECASTER] ZIM: Forecast T+1@11:T+2@11: DOWN (p=35.26%) [2025-10-09T22:52:05.344556] [INFO ] [FORECASTER] Completed predict_future for ZIM [2025-10-09T22:52:05.344729] [INFO ] [sig ] ZIM: Forecast for 2025-10-09: DOWN (sign=0.00) [2025-10-09T22:52:05.486384] [INFO ] [LOCAL ] Saved forecast: ZIM 2025-10-10 0 -> ./output/forecasts/individual/2025-10-10/ZIM.txt [2025-10-09T22:52:05.486591] [WARN ] [sig ] [2203/2211] Failed ZIM after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 1.5s [2025-10-09T22:52:05.486691] [INFO ] [sig ] [2204/2211] Forecasting ZIP... [2025-10-09T22:52:05.486738] [INFO ] [sig ] Generating forecast for: ZIP [2025-10-09T22:52:05.486770] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZIP' from 'https://tdm.silogroup.org/data/derivative_storage/ZIP.csv'. [2025-10-09T22:52:05.496513] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZIP'. [2025-10-09T22:52:05.496797] [INFO ] [FORECASTER] Starting predict_future for ZIP [2025-10-09T22:52:05.522039] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:05.522846] [DEBUG] [LOCAL ] No optimal features file found for ZIP: ./output/feature-sets/ZIP.txt [2025-10-09T22:52:05.522901] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:05.522934] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:05.522961] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:05.523017] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:05.540415] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:05.540990] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:05.541074] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:05.541107] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:05.577435] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:05.577520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:05.577556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:05.577584] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:05.580756] [DEBUG] [FORECASTER] ZIP: Forecast T+1@11:T+2@11: UP (p=54.52%) [2025-10-09T22:52:05.581020] [INFO ] [FORECASTER] Completed predict_future for ZIP [2025-10-09T22:52:05.581158] [INFO ] [sig ] ZIP: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:05.723299] [INFO ] [LOCAL ] Saved forecast: ZIP 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZIP.txt [2025-10-09T22:52:05.723519] [WARN ] [sig ] [2204/2211] Failed ZIP after 0.2s | 5.22 sym/s | Total: 7.0m | ETA: 1.3s [2025-10-09T22:52:05.723595] [INFO ] [sig ] [2205/2211] Forecasting ZK... [2025-10-09T22:52:05.723633] [INFO ] [sig ] Generating forecast for: ZK [2025-10-09T22:52:05.723705] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZK' from 'https://tdm.silogroup.org/data/derivative_storage/ZK.csv'. [2025-10-09T22:52:05.733661] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZK'. [2025-10-09T22:52:05.734064] [INFO ] [FORECASTER] Starting predict_future for ZK [2025-10-09T22:52:05.760847] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:05.761723] [DEBUG] [LOCAL ] No optimal features file found for ZK: ./output/feature-sets/ZK.txt [2025-10-09T22:52:05.761784] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:05.761820] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:05.761849] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:05.761909] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:05.780089] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:05.780901] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:05.780994] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:05.781030] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:05.817468] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:05.817706] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:05.817831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:05.817871] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:05.821470] [DEBUG] [FORECASTER] ZK: Forecast T+1@11:T+2@11: UP (p=81.27%) [2025-10-09T22:52:05.822185] [INFO ] [FORECASTER] Completed predict_future for ZK [2025-10-09T22:52:05.822331] [INFO ] [sig ] ZK: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:05.965212] [INFO ] [LOCAL ] Saved forecast: ZK 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZK.txt [2025-10-09T22:52:05.965428] [WARN ] [sig ] [2205/2211] Failed ZK after 0.2s | 5.21 sym/s | Total: 7.0m | ETA: 1.2s [2025-10-09T22:52:05.965504] [INFO ] [sig ] [2206/2211] Forecasting ZKH... [2025-10-09T22:52:05.965554] [INFO ] [sig ] Generating forecast for: ZKH [2025-10-09T22:52:05.965588] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZKH' from 'https://tdm.silogroup.org/data/derivative_storage/ZKH.csv'. [2025-10-09T22:52:05.974810] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'ZKH'. [2025-10-09T22:52:05.975142] [INFO ] [FORECASTER] Starting predict_future for ZKH [2025-10-09T22:52:06.000687] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:06.001438] [DEBUG] [LOCAL ] No optimal features file found for ZKH: ./output/feature-sets/ZKH.txt [2025-10-09T22:52:06.001492] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:06.001526] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:06.001554] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:06.001611] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:06.019024] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:06.019701] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:06.019790] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:06.019824] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:06.056112] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:06.056233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:06.056271] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:06.056300] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:06.059635] [DEBUG] [FORECASTER] ZKH: Forecast T+1@11:T+2@11: UP (p=62.86%) [2025-10-09T22:52:06.059944] [INFO ] [FORECASTER] Completed predict_future for ZKH [2025-10-09T22:52:06.060112] [INFO ] [sig ] ZKH: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:06.202811] [INFO ] [LOCAL ] Saved forecast: ZKH 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZKH.txt [2025-10-09T22:52:06.203027] [WARN ] [sig ] [2206/2211] Failed ZKH after 0.2s | 5.21 sym/s | Total: 7.1m | ETA: 1.0s [2025-10-09T22:52:06.203104] [INFO ] [sig ] [2207/2211] Forecasting ZTO... [2025-10-09T22:52:06.203142] [INFO ] [sig ] Generating forecast for: ZTO [2025-10-09T22:52:06.203174] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZTO' from 'https://tdm.silogroup.org/data/derivative_storage/ZTO.csv'. [2025-10-09T22:52:06.213442] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZTO'. [2025-10-09T22:52:06.213759] [INFO ] [FORECASTER] Starting predict_future for ZTO [2025-10-09T22:52:06.239120] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:06.239927] [DEBUG] [LOCAL ] No optimal features file found for ZTO: ./output/feature-sets/ZTO.txt [2025-10-09T22:52:06.239984] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:06.240018] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:06.240046] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:06.240102] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:06.257766] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:06.258316] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:06.258396] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:06.258429] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:06.297386] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:06.297483] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:06.297518] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:06.297546] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:06.300802] [DEBUG] [FORECASTER] ZTO: Forecast T+1@11:T+2@11: UP (p=78.14%) [2025-10-09T22:52:06.301085] [INFO ] [FORECASTER] Completed predict_future for ZTO [2025-10-09T22:52:06.301218] [INFO ] [sig ] ZTO: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:06.442878] [INFO ] [LOCAL ] Saved forecast: ZTO 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZTO.txt [2025-10-09T22:52:06.443083] [WARN ] [sig ] [2207/2211] Failed ZTO after 0.2s | 5.21 sym/s | Total: 7.1m | ETA: 0.8s [2025-10-09T22:52:06.443159] [INFO ] [sig ] [2208/2211] Forecasting ZTR... [2025-10-09T22:52:06.443199] [INFO ] [sig ] Generating forecast for: ZTR [2025-10-09T22:52:06.443230] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZTR' from 'https://tdm.silogroup.org/data/derivative_storage/ZTR.csv'. [2025-10-09T22:52:06.452466] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZTR'. [2025-10-09T22:52:06.452748] [INFO ] [FORECASTER] Starting predict_future for ZTR [2025-10-09T22:52:06.478247] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:06.479029] [DEBUG] [LOCAL ] No optimal features file found for ZTR: ./output/feature-sets/ZTR.txt [2025-10-09T22:52:06.479089] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:06.479123] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:06.479150] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:06.479205] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:06.496717] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:06.497559] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:06.497724] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:06.497779] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:06.537635] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:06.537884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:06.537959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:06.538005] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:06.541866] [DEBUG] [FORECASTER] ZTR: Forecast T+1@11:T+2@11: UP (p=97.56%) [2025-10-09T22:52:06.542210] [INFO ] [FORECASTER] Completed predict_future for ZTR [2025-10-09T22:52:06.542362] [INFO ] [sig ] ZTR: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:06.686555] [INFO ] [LOCAL ] Saved forecast: ZTR 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZTR.txt [2025-10-09T22:52:06.686820] [WARN ] [sig ] [2208/2211] Failed ZTR after 0.2s | 5.21 sym/s | Total: 7.1m | ETA: 0.6s [2025-10-09T22:52:06.686904] [INFO ] [sig ] [2209/2211] Forecasting ZTS... [2025-10-09T22:52:06.686944] [INFO ] [sig ] Generating forecast for: ZTS [2025-10-09T22:52:06.686977] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZTS' from 'https://tdm.silogroup.org/data/derivative_storage/ZTS.csv'. [2025-10-09T22:52:06.697752] [DEBUG] [REMOTE ] Successfully parsed 1806 rows of historical data for symbol 'ZTS'. [2025-10-09T22:52:06.698115] [INFO ] [FORECASTER] Starting predict_future for ZTS [2025-10-09T22:52:06.723702] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:06.724456] [DEBUG] [LOCAL ] No optimal features file found for ZTS: ./output/feature-sets/ZTS.txt [2025-10-09T22:52:06.724515] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:06.724550] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:06.724577] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:06.724633] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:06.741944] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:06.742540] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:06.742664] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:06.742720] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:06.778987] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:06.779094] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:06.779131] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:06.779160] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:06.782341] [DEBUG] [FORECASTER] ZTS: Forecast T+1@11:T+2@11: UP (p=79.23%) [2025-10-09T22:52:06.782609] [INFO ] [FORECASTER] Completed predict_future for ZTS [2025-10-09T22:52:06.782778] [INFO ] [sig ] ZTS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:06.929229] [INFO ] [LOCAL ] Saved forecast: ZTS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZTS.txt [2025-10-09T22:52:06.929464] [WARN ] [sig ] [2209/2211] Failed ZTS after 0.2s | 5.21 sym/s | Total: 7.1m | ETA: 0.4s [2025-10-09T22:52:06.929543] [INFO ] [sig ] [2210/2211] Forecasting ZVIA... [2025-10-09T22:52:06.929583] [INFO ] [sig ] Generating forecast for: ZVIA [2025-10-09T22:52:06.929614] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZVIA' from 'https://tdm.silogroup.org/data/derivative_storage/ZVIA.csv'. [2025-10-09T22:52:06.940095] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZVIA'. [2025-10-09T22:52:06.940420] [INFO ] [FORECASTER] Starting predict_future for ZVIA [2025-10-09T22:52:06.968071] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:06.969014] [DEBUG] [LOCAL ] No optimal features file found for ZVIA: ./output/feature-sets/ZVIA.txt [2025-10-09T22:52:06.969072] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:06.969107] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:06.969136] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:06.969195] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:06.987176] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:06.987804] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:06.987891] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:06.987926] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:07.026710] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:07.026843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:07.026883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:07.026913] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:07.030307] [DEBUG] [FORECASTER] ZVIA: Forecast T+1@11:T+2@11: UP (p=50.66%) [2025-10-09T22:52:07.030582] [INFO ] [FORECASTER] Completed predict_future for ZVIA [2025-10-09T22:52:07.030754] [INFO ] [sig ] ZVIA: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:07.172350] [INFO ] [LOCAL ] Saved forecast: ZVIA 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZVIA.txt [2025-10-09T22:52:07.172584] [WARN ] [sig ] [2210/2211] Failed ZVIA after 0.2s | 5.21 sym/s | Total: 7.1m | ETA: 0.2s [2025-10-09T22:52:07.172687] [INFO ] [sig ] [2211/2211] Forecasting ZWS... [2025-10-09T22:52:07.172735] [INFO ] [sig ] Generating forecast for: ZWS [2025-10-09T22:52:07.172767] [DEBUG] [REMOTE ] Fetching historical data for symbol 'ZWS' from 'https://tdm.silogroup.org/data/derivative_storage/ZWS.csv'. [2025-10-09T22:52:07.182802] [DEBUG] [REMOTE ] Successfully parsed 1807 rows of historical data for symbol 'ZWS'. [2025-10-09T22:52:07.183096] [INFO ] [FORECASTER] Starting predict_future for ZWS [2025-10-09T22:52:07.208501] [DEBUG] [FEATURES ] Trimmed daily data from 139 to 90 rows (keeping most recent 90 days) [2025-10-09T22:52:07.209281] [DEBUG] [LOCAL ] No optimal features file found for ZWS: ./output/feature-sets/ZWS.txt [2025-10-09T22:52:07.209366] [DEBUG] [FEATURES ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3. [2025-10-09T22:52:07.209401] [DEBUG] [FORECASTER] Starting train method [2025-10-09T22:52:07.209428] [DEBUG] [FORECASTER] Extracting feature columns [2025-10-09T22:52:07.209484] [DEBUG] [FORECASTER] Creating target_sign column [2025-10-09T22:52:07.227020] [DEBUG] [FORECASTER] Completed target_sign creation [2025-10-09T22:52:07.227596] [DEBUG] [FORECASTER] Creating XGBClassifier [2025-10-09T22:52:07.227727] [DEBUG] [FORECASTER] XGBClassifier created [2025-10-09T22:52:07.227772] [DEBUG] [FORECASTER] Starting model.fit [2025-10-09T22:52:07.264690] [DEBUG] [FORECASTER] Completed model.fit [2025-10-09T22:52:07.264835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features [2025-10-09T22:52:07.264878] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting [2025-10-09T22:52:07.264908] [INFO ] [FORECASTER] Training complete [2025-10-09T22:52:07.268477] [DEBUG] [FORECASTER] ZWS: Forecast T+1@11:T+2@11: UP (p=93.53%) [2025-10-09T22:52:07.268803] [INFO ] [FORECASTER] Completed predict_future for ZWS [2025-10-09T22:52:07.268943] [INFO ] [sig ] ZWS: Forecast for 2025-10-09: UP (sign=1.00) [2025-10-09T22:52:07.425035] [INFO ] [LOCAL ] Saved forecast: ZWS 2025-10-10 1 -> ./output/forecasts/individual/2025-10-10/ZWS.txt [2025-10-09T22:52:07.425385] [WARN ] [sig ] [2211/2211] Failed ZWS after 0.3s | 5.21 sym/s | Total: 7.1m | ETA: 0.0s [2025-10-09T22:52:07.425482] [INFO ] [sig ] ================================================== [2025-10-09T22:52:07.425540] [INFO ] [sig ] Forecasts complete: 1687/2211 symbols succeeded [2025-10-09T22:52:07.425682] [WARN ] [sig ] Failed symbols: ABBV, ACCO, ACP, AEE, AFL, AGCO, AIR, ALLE, AMX, ANF, AOMR, AON, AP, APAM, APG, APTV, AQN, AR, ARDC, ATR, AVB, AVNT, AWP, AX, AXP, BBU, BCS, BEPJ, BFLY, BFS, BIO, BIPC, BLD, BNY, BR, BRC, BRCC, BRO, BRW, BSAC, BSM, BSTZ, BTE, BTU, BWG, BXP, CAF, CAVA, CBZ, CHE, CHMI, CI, CIEN, CIMN, CION, CMA, CMC, CMS, CMSA, CNK, CPRI, CTOS, CTRE, CTRI, CUK, CURB, CVEO, CVI, CWEN, CYD, DBD, DBL, DEA, DECK, DEI, DFH, DFIN, DGX, DHI, DIN, DLNG, DRI, DTE, DTM, DXC, EC, ECG, EFC, EICC, EIX, EPAM, ETV, FOA, FVR, GNTY, HAE, HTH, IIIN, JPC, KMX, LGI, MFG, MPC, MPLX, MPV, MPW, MPX, MQT, MQY, MRC, MRK, MS, MSA, MSB, MSCI, MSD, MSDL, MSGE, MSGS, MSI, MSM, MT, MTAL, MTB, MTD, MTDR, MTG, MTH, MTN, MTRN, MTUS, MTW, MTX, MTZ, MUA, MUC, MUE, MUFG, MUJ, MUR, MUSA, MUX, MVF, MVO, MVT, MWA, MX, MXF, MYD, MYE, MYI, MYN, NABL, NAC, NAD, NAN, NAT, NATL, NAZ, NBB, NBHC, NBR, NBXG, NC, NCA, NCDL, NCLH, NCV, NCZ, NDMO, NE, NEA, NEE, NEM, NET, NEU, NEUE, NEXA, NFG, NFJ, NGG, NGL, NGS, NGVC, NGVT, NHI, NI, NIC, NIE, NIM, NINE, NIO, NJR, NKX, NLOP, NLY, NMAI, NMCO, NMG, NMI, NMM, NMR, NMS, NMT, NMZ, NNI, NNN, NNY, NOA, NOAH, NOC, NOG, NOK, NOMD, NOTE, NOV, NOW, NPCT, NPFD, NPK, NPO, NPV, NPWR, NQP, NRDY, NREF, NRG, NRGV, NRK, NRP, NRT, NRUC, NSA, NSC, NSP, NTB, NTR, NTST, NU, NUS, NUV, NUVB, NUW, NVG, NVGS, NVO, NVR, NVRI, NVS, NVST, NVT, NWG, NWN, NX, NXC, NXDT, NXE, NXG, NXJ, NXN, NXP, NXRT, NYT, NZF, OBDC, OBK, OC, OCFT, ODC, ODV, OEC, OFG, OGE, OGN, OGS, OHI, OI, OIA, OII, OIS, OKE, OKLO, OLN, OLP, OMC, OMF, OMI, ONIT, ONL, ONON, ONTF, ONTO, OOMA, OPAD, OPFI, OPP, OR, ORA, ORC, ORN, OSCR, OTIS, OUT, OVV, OWL, OWLT, OXM, PAAS, PAC, PACK, PACS, PAG, PAGS, PAI, PAM, PAR, PARR, PATH, PAXS, PAY, PAYC, PB, PBA, PBF, PBH, PBI, PBR, PBT, PCF, PCG, PCM, PCN, PCOR, PCQ, PD, PDI, PDM, PDO, PDS, PDT, PDX, PEB, PEG, PEN, PEO, PERF, PFD, PFE, PFGC, PFH, PFL, PFLT, PFN, PFO, PFS, PFSI, PG, PGP, PGR, PGRE, PGZ, PH, PHD, PHG, PHI, PHIN, PHK, PHM, PHR, PII, PIM, PINE, PINS, PIPR, PJT, PK, PKE, PKG, PKST, PKX, PL, PLD, PLNT, PLOW, PLYM, PM, PML, PMM, PMO, PMT, PNC, PNI, PNNT, PNR, PNW, POR, POST, PPG, PPL, PPT, PR, PRA, PRG, PRGO, PRH, PRI, PRIM, PRKS, PRLB, PRM, PRMB, PRO, PRT, PRU, PSA, PSBD, PSF, PSFE, PSN, PSO, PSQH, PSTG, PSTL, PSX, PTA, PTY, PUK, PUMP, PVH, PVL, PWR, PX, QBTS, QD, QGEN, QS, QSR, QTWO, QUAD, QVCC, QVCD, QXO, R, RA, RACE, RAMP, RBA, RBC, RBLX, RBOT, RBRK, RC, RCI, RCL, RCS, RCUS, RDDT, RDN, RDW, RDY, RELX, RERE, RES, REVG, REX, REXR, REZI, RF, RFI, RFL, RFM, RFMZ, RGA, RGR, RGT, RH, RHI, RHP, RIG, RIO, RITM, RIV, RJF, RKT, RL, RLI, RLJ, RLTY, RLX, RM, RMAX, RMD, RMI, RMM, RMMZ, RMT, RNG, RNGR, RNP, RNR, RNST, ROG, ROK, ROL, RPM, RPT, RQI, RRC, RRX, RS, RSF, RSG, RSI, RSKD, RTO, RTX, RVLV, RVT, RVTY, RWT, RXO, RY, TXNM, UL [2025-10-09T22:52:07.425781] [INFO ] [sig ] Automatically generating consolidated reports... [2025-10-09T22:52:07.425832] [INFO ] [sig ] Generating consolidated forecast reports [2025-10-09T22:52:07.425934] [INFO ] [sig ] Found 1 forecast dates to process [2025-10-09T22:52:07.425987] [INFO ] [sig ] [1/1] Processing report for 2025-10-10... [2025-10-09T22:52:07.502129] [DEBUG] [LOCAL ] Loaded configuration for GATX: 1 features, 70.0% accuracy [2025-10-09T22:52:07.502295] [DEBUG] [LOCAL ] Loaded configuration for TNET: 0 features, 60.0% accuracy [2025-10-09T22:52:07.502437] [DEBUG] [LOCAL ] Loaded configuration for CON: 2 features, 60.0% accuracy [2025-10-09T22:52:07.502578] [DEBUG] [LOCAL ] Loaded configuration for LXFR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.502748] [DEBUG] [LOCAL ] Loaded configuration for ABEV: 0 features, 80.0% accuracy [2025-10-09T22:52:07.502897] [DEBUG] [LOCAL ] Loaded configuration for FHI: 4 features, 60.0% accuracy [2025-10-09T22:52:07.503006] [DEBUG] [LOCAL ] Loaded configuration for MP: 3 features, 90.0% accuracy [2025-10-09T22:52:07.503114] [DEBUG] [LOCAL ] Loaded configuration for WK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.503261] [DEBUG] [LOCAL ] Loaded configuration for FIX: 0 features, 70.0% accuracy [2025-10-09T22:52:07.503443] [DEBUG] [LOCAL ] Loaded configuration for FNF: 1 features, 80.0% accuracy [2025-10-09T22:52:07.503583] [DEBUG] [LOCAL ] Loaded configuration for BXC: 3 features, 70.0% accuracy [2025-10-09T22:52:07.503781] [DEBUG] [LOCAL ] Loaded configuration for MGRB: 2 features, 50.0% accuracy [2025-10-09T22:52:07.503921] [DEBUG] [LOCAL ] Loaded configuration for CEE: 2 features, 90.0% accuracy [2025-10-09T22:52:07.504071] [DEBUG] [LOCAL ] Loaded configuration for LBRT: 3 features, 70.0% accuracy [2025-10-09T22:52:07.504209] [DEBUG] [LOCAL ] Loaded configuration for LOMA: 2 features, 60.0% accuracy [2025-10-09T22:52:07.504378] [DEBUG] [LOCAL ] Loaded configuration for IOT: 4 features, 80.0% accuracy [2025-10-09T22:52:07.504491] [DEBUG] [LOCAL ] Loaded configuration for INSP: 0 features, 70.0% accuracy [2025-10-09T22:52:07.504610] [DEBUG] [LOCAL ] Loaded configuration for MIR: 4 features, 90.0% accuracy [2025-10-09T22:52:07.504766] [DEBUG] [LOCAL ] Loaded configuration for IX: 3 features, 80.0% accuracy [2025-10-09T22:52:07.504890] [DEBUG] [LOCAL ] Loaded configuration for GDIV: 3 features, 70.0% accuracy [2025-10-09T22:52:07.505035] [DEBUG] [LOCAL ] Loaded configuration for AVAL: 3 features, 70.0% accuracy [2025-10-09T22:52:07.505181] [DEBUG] [LOCAL ] Loaded configuration for TV: 2 features, 80.0% accuracy [2025-10-09T22:52:07.505314] [DEBUG] [LOCAL ] Loaded configuration for LEG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.505464] [DEBUG] [LOCAL ] Loaded configuration for J: 2 features, 80.0% accuracy [2025-10-09T22:52:07.505600] [DEBUG] [LOCAL ] Loaded configuration for DLR: 4 features, 70.0% accuracy [2025-10-09T22:52:07.506177] [DEBUG] [LOCAL ] Loaded configuration for LEO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.506311] [DEBUG] [LOCAL ] Loaded configuration for WOW: 3 features, 90.0% accuracy [2025-10-09T22:52:07.506477] [DEBUG] [LOCAL ] Loaded configuration for GHLD: 2 features, 80.0% accuracy [2025-10-09T22:52:07.506601] [DEBUG] [LOCAL ] Loaded configuration for KKRS: 2 features, 90.0% accuracy [2025-10-09T22:52:07.506752] [DEBUG] [LOCAL ] Loaded configuration for FLS: 4 features, 70.0% accuracy [2025-10-09T22:52:07.506907] [DEBUG] [LOCAL ] Loaded configuration for HCI: 3 features, 80.0% accuracy [2025-10-09T22:52:07.507043] [DEBUG] [LOCAL ] Loaded configuration for CMRE: 5 features, 90.0% accuracy [2025-10-09T22:52:07.507173] [DEBUG] [LOCAL ] Loaded configuration for LPL: 4 features, 80.0% accuracy [2025-10-09T22:52:07.507336] [DEBUG] [LOCAL ] Loaded configuration for BABA: 3 features, 90.0% accuracy [2025-10-09T22:52:07.507498] [DEBUG] [LOCAL ] Loaded configuration for VIST: 1 features, 90.0% accuracy [2025-10-09T22:52:07.507694] [DEBUG] [LOCAL ] Loaded configuration for UVV: 3 features, 70.0% accuracy [2025-10-09T22:52:07.507828] [DEBUG] [LOCAL ] Loaded configuration for SCL: 3 features, 50.0% accuracy [2025-10-09T22:52:07.507976] [DEBUG] [LOCAL ] Loaded configuration for ACRE: 3 features, 90.0% accuracy [2025-10-09T22:52:07.508104] [DEBUG] [LOCAL ] Loaded configuration for CLX: 4 features, 100.0% accuracy [2025-10-09T22:52:07.508260] [DEBUG] [LOCAL ] Loaded configuration for GL: 4 features, 80.0% accuracy [2025-10-09T22:52:07.508400] [DEBUG] [LOCAL ] Loaded configuration for TIMB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.508764] [DEBUG] [LOCAL ] Loaded configuration for KMPR: 1 features, 60.0% accuracy [2025-10-09T22:52:07.508913] [DEBUG] [LOCAL ] Loaded configuration for BGY: 2 features, 80.0% accuracy [2025-10-09T22:52:07.509069] [DEBUG] [LOCAL ] Loaded configuration for GMED: 4 features, 60.0% accuracy [2025-10-09T22:52:07.509225] [DEBUG] [LOCAL ] Loaded configuration for IGA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.509356] [DEBUG] [LOCAL ] Loaded configuration for ARE: 3 features, 80.0% accuracy [2025-10-09T22:52:07.509497] [DEBUG] [LOCAL ] Loaded configuration for BRX: 5 features, 80.0% accuracy [2025-10-09T22:52:07.509638] [DEBUG] [LOCAL ] Loaded configuration for SHW: 3 features, 80.0% accuracy [2025-10-09T22:52:07.509815] [DEBUG] [LOCAL ] Loaded configuration for AZO: 3 features, 80.0% accuracy [2025-10-09T22:52:07.509957] [DEBUG] [LOCAL ] Loaded configuration for AVTR: 1 features, 70.0% accuracy [2025-10-09T22:52:07.510082] [DEBUG] [LOCAL ] Loaded configuration for ACV: 2 features, 70.0% accuracy [2025-10-09T22:52:07.510211] [DEBUG] [LOCAL ] Loaded configuration for CARS: 2 features, 50.0% accuracy [2025-10-09T22:52:07.510349] [DEBUG] [LOCAL ] Loaded configuration for AQNB: 3 features, 60.0% accuracy [2025-10-09T22:52:07.510489] [DEBUG] [LOCAL ] Loaded configuration for EPC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.510627] [DEBUG] [LOCAL ] Loaded configuration for CATO: 0 features, 70.0% accuracy [2025-10-09T22:52:07.510781] [DEBUG] [LOCAL ] Loaded configuration for CWH: 1 features, 80.0% accuracy [2025-10-09T22:52:07.511129] [DEBUG] [LOCAL ] Loaded configuration for MFSG: 1 features, 90.0% accuracy [2025-10-09T22:52:07.511248] [DEBUG] [LOCAL ] Loaded configuration for SXC: 6 features, 80.0% accuracy [2025-10-09T22:52:07.511368] [DEBUG] [LOCAL ] Loaded configuration for HGER: 3 features, 50.0% accuracy [2025-10-09T22:52:07.511496] [DEBUG] [LOCAL ] Loaded configuration for MA: 2 features, 90.0% accuracy [2025-10-09T22:52:07.511629] [DEBUG] [LOCAL ] Loaded configuration for KNF: 4 features, 70.0% accuracy [2025-10-09T22:52:07.511790] [DEBUG] [LOCAL ] Loaded configuration for YMM: 3 features, 90.0% accuracy [2025-10-09T22:52:07.511928] [DEBUG] [LOCAL ] Loaded configuration for CTRA: 0 features, 70.0% accuracy [2025-10-09T22:52:07.512075] [DEBUG] [LOCAL ] Loaded configuration for UZF: 2 features, 70.0% accuracy [2025-10-09T22:52:07.512203] [DEBUG] [LOCAL ] Loaded configuration for BHC: 2 features, 90.0% accuracy [2025-10-09T22:52:07.512324] [DEBUG] [LOCAL ] Loaded configuration for WHD: 2 features, 60.0% accuracy [2025-10-09T22:52:07.512431] [DEBUG] [LOCAL ] Loaded configuration for BKN: 0 features, 70.0% accuracy [2025-10-09T22:52:07.512528] [DEBUG] [LOCAL ] Loaded configuration for ELF: 1 features, 90.0% accuracy [2025-10-09T22:52:07.512686] [DEBUG] [LOCAL ] Loaded configuration for WTTR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.512814] [DEBUG] [LOCAL ] Loaded configuration for STEL: 4 features, 60.0% accuracy [2025-10-09T22:52:07.512928] [DEBUG] [LOCAL ] Loaded configuration for TOL: 3 features, 90.0% accuracy [2025-10-09T22:52:07.513053] [DEBUG] [LOCAL ] Loaded configuration for SILA: 2 features, 60.0% accuracy [2025-10-09T22:52:07.513200] [DEBUG] [LOCAL ] Loaded configuration for KIM: 0 features, 90.0% accuracy [2025-10-09T22:52:07.513332] [DEBUG] [LOCAL ] Loaded configuration for TSN: 2 features, 50.0% accuracy [2025-10-09T22:52:07.513441] [DEBUG] [LOCAL ] Loaded configuration for HYT: 4 features, 90.0% accuracy [2025-10-09T22:52:07.513572] [DEBUG] [LOCAL ] Loaded configuration for BIT: 2 features, 90.0% accuracy [2025-10-09T22:52:07.513737] [DEBUG] [LOCAL ] Loaded configuration for YEXT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.513878] [DEBUG] [LOCAL ] Loaded configuration for VHI: 4 features, 60.0% accuracy [2025-10-09T22:52:07.514001] [DEBUG] [LOCAL ] Loaded configuration for FTV: 0 features, 70.0% accuracy [2025-10-09T22:52:07.514129] [DEBUG] [LOCAL ] Loaded configuration for ZTR: 3 features, 90.0% accuracy [2025-10-09T22:52:07.514301] [DEBUG] [LOCAL ] Loaded configuration for VATE: 0 features, 80.0% accuracy [2025-10-09T22:52:07.514431] [DEBUG] [LOCAL ] Loaded configuration for AHT: 2 features, 80.0% accuracy [2025-10-09T22:52:07.514584] [DEBUG] [LOCAL ] Loaded configuration for TGLS: 5 features, 70.0% accuracy [2025-10-09T22:52:07.514737] [DEBUG] [LOCAL ] Loaded configuration for VSCO: 1 features, 80.0% accuracy [2025-10-09T22:52:07.514864] [DEBUG] [LOCAL ] Loaded configuration for IP: 3 features, 50.0% accuracy [2025-10-09T22:52:07.515014] [DEBUG] [LOCAL ] Loaded configuration for BGT: 0 features, 60.0% accuracy [2025-10-09T22:52:07.515161] [DEBUG] [LOCAL ] Loaded configuration for EIC: 0 features, 80.0% accuracy [2025-10-09T22:52:07.515296] [DEBUG] [LOCAL ] Loaded configuration for CB: 1 features, 100.0% accuracy [2025-10-09T22:52:07.515442] [DEBUG] [LOCAL ] Loaded configuration for IEX: 0 features, 70.0% accuracy [2025-10-09T22:52:07.515551] [DEBUG] [LOCAL ] Loaded configuration for AXL: 1 features, 70.0% accuracy [2025-10-09T22:52:07.515723] [DEBUG] [LOCAL ] Loaded configuration for UBS: 1 features, 60.0% accuracy [2025-10-09T22:52:07.515869] [DEBUG] [LOCAL ] Loaded configuration for HRL: 1 features, 70.0% accuracy [2025-10-09T22:52:07.516003] [DEBUG] [LOCAL ] Loaded configuration for BSX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.516136] [DEBUG] [LOCAL ] Loaded configuration for CCK: 4 features, 60.0% accuracy [2025-10-09T22:52:07.516524] [DEBUG] [LOCAL ] Loaded configuration for LION: 0 features, 70.0% accuracy [2025-10-09T22:52:07.516695] [DEBUG] [LOCAL ] Loaded configuration for BTZ: 0 features, 50.0% accuracy [2025-10-09T22:52:07.516829] [DEBUG] [LOCAL ] Loaded configuration for TISI: 1 features, 40.0% accuracy [2025-10-09T22:52:07.516982] [DEBUG] [LOCAL ] Loaded configuration for DOUG: 4 features, 90.0% accuracy [2025-10-09T22:52:07.517118] [DEBUG] [LOCAL ] Loaded configuration for JHS: 2 features, 60.0% accuracy [2025-10-09T22:52:07.517239] [DEBUG] [LOCAL ] Loaded configuration for XPEV: 2 features, 80.0% accuracy [2025-10-09T22:52:07.517352] [DEBUG] [LOCAL ] Loaded configuration for BLW: 4 features, 80.0% accuracy [2025-10-09T22:52:07.517493] [DEBUG] [LOCAL ] Loaded configuration for DX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.517697] [DEBUG] [LOCAL ] Loaded configuration for IHG: 1 features, 80.0% accuracy [2025-10-09T22:52:07.517806] [DEBUG] [LOCAL ] Loaded configuration for TNK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.517931] [DEBUG] [LOCAL ] Loaded configuration for BNJ: 2 features, 60.0% accuracy [2025-10-09T22:52:07.518063] [DEBUG] [LOCAL ] Loaded configuration for WCC: 3 features, 90.0% accuracy [2025-10-09T22:52:07.518201] [DEBUG] [LOCAL ] Loaded configuration for UDR: 2 features, 70.0% accuracy [2025-10-09T22:52:07.518329] [DEBUG] [LOCAL ] Loaded configuration for LYG: 3 features, 90.0% accuracy [2025-10-09T22:52:07.518452] [DEBUG] [LOCAL ] Loaded configuration for DG: 1 features, 70.0% accuracy [2025-10-09T22:52:07.518542] [DEBUG] [LOCAL ] Loaded configuration for SOR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.518667] [DEBUG] [LOCAL ] Loaded configuration for KOS: 0 features, 80.0% accuracy [2025-10-09T22:52:07.518809] [DEBUG] [LOCAL ] Loaded configuration for ARR: 0 features, 60.0% accuracy [2025-10-09T22:52:07.518940] [DEBUG] [LOCAL ] Loaded configuration for VTEX: 1 features, 90.0% accuracy [2025-10-09T22:52:07.519100] [DEBUG] [LOCAL ] Loaded configuration for ETX: 2 features, 80.0% accuracy [2025-10-09T22:52:07.519226] [DEBUG] [LOCAL ] Loaded configuration for LZB: 3 features, 90.0% accuracy [2025-10-09T22:52:07.519369] [DEBUG] [LOCAL ] Loaded configuration for IDE: 0 features, 90.0% accuracy [2025-10-09T22:52:07.519519] [DEBUG] [LOCAL ] Loaded configuration for JBL: 2 features, 50.0% accuracy [2025-10-09T22:52:07.519633] [DEBUG] [LOCAL ] Loaded configuration for FUN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.519786] [DEBUG] [LOCAL ] Loaded configuration for CTO: 1 features, 70.0% accuracy [2025-10-09T22:52:07.519932] [DEBUG] [LOCAL ] Loaded configuration for ECC: 3 features, 90.0% accuracy [2025-10-09T22:52:07.520066] [DEBUG] [LOCAL ] Loaded configuration for BG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.520202] [DEBUG] [LOCAL ] Loaded configuration for KTF: 3 features, 80.0% accuracy [2025-10-09T22:52:07.520339] [DEBUG] [LOCAL ] Loaded configuration for TSQ: 2 features, 60.0% accuracy [2025-10-09T22:52:07.520482] [DEBUG] [LOCAL ] Loaded configuration for CNC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.520596] [DEBUG] [LOCAL ] Loaded configuration for LZM: 3 features, 80.0% accuracy [2025-10-09T22:52:07.520759] [DEBUG] [LOCAL ] Loaded configuration for ATGE: 4 features, 80.0% accuracy [2025-10-09T22:52:07.520867] [DEBUG] [LOCAL ] Loaded configuration for BXMX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.521022] [DEBUG] [LOCAL ] Loaded configuration for RYI: 2 features, 80.0% accuracy [2025-10-09T22:52:07.521154] [DEBUG] [LOCAL ] Loaded configuration for HPE: 2 features, 70.0% accuracy [2025-10-09T22:52:07.521242] [DEBUG] [LOCAL ] Loaded configuration for VTLE: 2 features, 70.0% accuracy [2025-10-09T22:52:07.521348] [DEBUG] [LOCAL ] Loaded configuration for CRH: 1 features, 60.0% accuracy [2025-10-09T22:52:07.521483] [DEBUG] [LOCAL ] Loaded configuration for GHM: 1 features, 80.0% accuracy [2025-10-09T22:52:07.521619] [DEBUG] [LOCAL ] Loaded configuration for DAC: 4 features, 90.0% accuracy [2025-10-09T22:52:07.521790] [DEBUG] [LOCAL ] Loaded configuration for LMND: 3 features, 60.0% accuracy [2025-10-09T22:52:07.521913] [DEBUG] [LOCAL ] Loaded configuration for BIPH: 1 features, 80.0% accuracy [2025-10-09T22:52:07.522038] [DEBUG] [LOCAL ] Loaded configuration for BJ: 1 features, 60.0% accuracy [2025-10-09T22:52:07.522151] [DEBUG] [LOCAL ] Loaded configuration for BARK: 2 features, 70.0% accuracy [2025-10-09T22:52:07.522269] [DEBUG] [LOCAL ] Loaded configuration for SQNS: 4 features, 90.0% accuracy [2025-10-09T22:52:07.522389] [DEBUG] [LOCAL ] Loaded configuration for STEM: 4 features, 80.0% accuracy [2025-10-09T22:52:07.522540] [DEBUG] [LOCAL ] Loaded configuration for FIHL: 1 features, 50.0% accuracy [2025-10-09T22:52:07.522682] [DEBUG] [LOCAL ] Loaded configuration for HLF: 2 features, 70.0% accuracy [2025-10-09T22:52:07.522812] [DEBUG] [LOCAL ] Loaded configuration for BDN: 7 features, 80.0% accuracy [2025-10-09T22:52:07.522934] [DEBUG] [LOCAL ] Loaded configuration for VOC: 1 features, 80.0% accuracy [2025-10-09T22:52:07.523041] [DEBUG] [LOCAL ] Loaded configuration for HLIO: 2 features, 60.0% accuracy [2025-10-09T22:52:07.523188] [DEBUG] [LOCAL ] Loaded configuration for SNV: 2 features, 50.0% accuracy [2025-10-09T22:52:07.523318] [DEBUG] [LOCAL ] Loaded configuration for XOM: 0 features, 80.0% accuracy [2025-10-09T22:52:07.523438] [DEBUG] [LOCAL ] Loaded configuration for FVRR: 2 features, 90.0% accuracy [2025-10-09T22:52:07.523558] [DEBUG] [LOCAL ] Loaded configuration for UAA: 1 features, 70.0% accuracy [2025-10-09T22:52:07.523695] [DEBUG] [LOCAL ] Loaded configuration for DCO: 6 features, 90.0% accuracy [2025-10-09T22:52:07.523801] [DEBUG] [LOCAL ] Loaded configuration for BGS: 3 features, 80.0% accuracy [2025-10-09T22:52:07.523925] [DEBUG] [LOCAL ] Loaded configuration for HUN: 2 features, 70.0% accuracy [2025-10-09T22:52:07.524082] [DEBUG] [LOCAL ] Loaded configuration for ALEX: 2 features, 90.0% accuracy [2025-10-09T22:52:07.524189] [DEBUG] [LOCAL ] Loaded configuration for BE: 2 features, 70.0% accuracy [2025-10-09T22:52:07.524306] [DEBUG] [LOCAL ] Loaded configuration for VEL: 3 features, 70.0% accuracy [2025-10-09T22:52:07.524403] [DEBUG] [LOCAL ] Loaded configuration for GUG: 1 features, 60.0% accuracy [2025-10-09T22:52:07.524510] [DEBUG] [LOCAL ] Loaded configuration for TX: 2 features, 90.0% accuracy [2025-10-09T22:52:07.524676] [DEBUG] [LOCAL ] Loaded configuration for KN: 4 features, 100.0% accuracy [2025-10-09T22:52:07.524825] [DEBUG] [LOCAL ] Loaded configuration for EVC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.524949] [DEBUG] [LOCAL ] Loaded configuration for ARES: 4 features, 70.0% accuracy [2025-10-09T22:52:07.525038] [DEBUG] [LOCAL ] Loaded configuration for BMY: 1 features, 40.0% accuracy [2025-10-09T22:52:07.525125] [DEBUG] [LOCAL ] Loaded configuration for BBD: 4 features, 90.0% accuracy [2025-10-09T22:52:07.525230] [DEBUG] [LOCAL ] Loaded configuration for EDN: 2 features, 90.0% accuracy [2025-10-09T22:52:07.525379] [DEBUG] [LOCAL ] Loaded configuration for SPCE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.525505] [DEBUG] [LOCAL ] Loaded configuration for TS: 3 features, 70.0% accuracy [2025-10-09T22:52:07.525638] [DEBUG] [LOCAL ] Loaded configuration for ENR: 2 features, 90.0% accuracy [2025-10-09T22:52:07.525811] [DEBUG] [LOCAL ] Loaded configuration for GTES: 1 features, 70.0% accuracy [2025-10-09T22:52:07.525935] [DEBUG] [LOCAL ] Loaded configuration for WDH: 4 features, 80.0% accuracy [2025-10-09T22:52:07.526078] [DEBUG] [LOCAL ] Loaded configuration for HIG: 2 features, 80.0% accuracy [2025-10-09T22:52:07.526219] [DEBUG] [LOCAL ] Loaded configuration for TPZ: 0 features, 40.0% accuracy [2025-10-09T22:52:07.526328] [DEBUG] [LOCAL ] Loaded configuration for AMR: 6 features, 90.0% accuracy [2025-10-09T22:52:07.526441] [DEBUG] [LOCAL ] Loaded configuration for ALE: 1 features, 70.0% accuracy [2025-10-09T22:52:07.526537] [DEBUG] [LOCAL ] Loaded configuration for ICE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.526704] [DEBUG] [LOCAL ] Loaded configuration for IHS: 1 features, 90.0% accuracy [2025-10-09T22:52:07.526811] [DEBUG] [LOCAL ] Loaded configuration for ZETA: 1 features, 70.0% accuracy [2025-10-09T22:52:07.526915] [DEBUG] [LOCAL ] Loaded configuration for ABG: 1 features, 70.0% accuracy [2025-10-09T22:52:07.527004] [DEBUG] [LOCAL ] Loaded configuration for DRD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.527121] [DEBUG] [LOCAL ] Loaded configuration for FIGS: 3 features, 80.0% accuracy [2025-10-09T22:52:07.527226] [DEBUG] [LOCAL ] Loaded configuration for FNB: 0 features, 60.0% accuracy [2025-10-09T22:52:07.527351] [DEBUG] [LOCAL ] Loaded configuration for EFT: 3 features, 50.0% accuracy [2025-10-09T22:52:07.527455] [DEBUG] [LOCAL ] Loaded configuration for TVC: 0 features, 70.0% accuracy [2025-10-09T22:52:07.527592] [DEBUG] [LOCAL ] Loaded configuration for WIT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.527778] [DEBUG] [LOCAL ] Loaded configuration for SEG: 3 features, 90.0% accuracy [2025-10-09T22:52:07.527917] [DEBUG] [LOCAL ] Loaded configuration for ETG: 2 features, 60.0% accuracy [2025-10-09T22:52:07.528056] [DEBUG] [LOCAL ] Loaded configuration for LII: 2 features, 90.0% accuracy [2025-10-09T22:52:07.528169] [DEBUG] [LOCAL ] Loaded configuration for SYY: 1 features, 80.0% accuracy [2025-10-09T22:52:07.528309] [DEBUG] [LOCAL ] Loaded configuration for HLT: 1 features, 60.0% accuracy [2025-10-09T22:52:07.528460] [DEBUG] [LOCAL ] Loaded configuration for HESM: 3 features, 70.0% accuracy [2025-10-09T22:52:07.528573] [DEBUG] [LOCAL ] Loaded configuration for SOC: 0 features, 60.0% accuracy [2025-10-09T22:52:07.528835] [DEBUG] [LOCAL ] Loaded configuration for F: 6 features, 80.0% accuracy [2025-10-09T22:52:07.528948] [DEBUG] [LOCAL ] Loaded configuration for IVR: 3 features, 70.0% accuracy [2025-10-09T22:52:07.529086] [DEBUG] [LOCAL ] Loaded configuration for ASBA: 2 features, 100.0% accuracy [2025-10-09T22:52:07.529208] [DEBUG] [LOCAL ] Loaded configuration for THG: 3 features, 70.0% accuracy [2025-10-09T22:52:07.529317] [DEBUG] [LOCAL ] Loaded configuration for BTI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.529426] [DEBUG] [LOCAL ] Loaded configuration for BBVA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.529581] [DEBUG] [LOCAL ] Loaded configuration for GHG: 3 features, 70.0% accuracy [2025-10-09T22:52:07.529708] [DEBUG] [LOCAL ] Loaded configuration for SCS: 4 features, 60.0% accuracy [2025-10-09T22:52:07.529804] [DEBUG] [LOCAL ] Loaded configuration for IIM: 3 features, 70.0% accuracy [2025-10-09T22:52:07.529934] [DEBUG] [LOCAL ] Loaded configuration for AEFC: 1 features, 80.0% accuracy [2025-10-09T22:52:07.530047] [DEBUG] [LOCAL ] Loaded configuration for BRSP: 3 features, 80.0% accuracy [2025-10-09T22:52:07.530163] [DEBUG] [LOCAL ] Loaded configuration for SEM: 1 features, 70.0% accuracy [2025-10-09T22:52:07.530251] [DEBUG] [LOCAL ] Loaded configuration for SOJC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.530350] [DEBUG] [LOCAL ] Loaded configuration for VSH: 2 features, 70.0% accuracy [2025-10-09T22:52:07.530456] [DEBUG] [LOCAL ] Loaded configuration for BCSF: 2 features, 70.0% accuracy [2025-10-09T22:52:07.530561] [DEBUG] [LOCAL ] Loaded configuration for STEW: 1 features, 70.0% accuracy [2025-10-09T22:52:07.530718] [DEBUG] [LOCAL ] Loaded configuration for AES: 2 features, 90.0% accuracy [2025-10-09T22:52:07.530808] [DEBUG] [LOCAL ] Loaded configuration for BEPH: 3 features, 60.0% accuracy [2025-10-09T22:52:07.530932] [DEBUG] [LOCAL ] Loaded configuration for HVT: 4 features, 60.0% accuracy [2025-10-09T22:52:07.531084] [DEBUG] [LOCAL ] Loaded configuration for IAE: 1 features, 80.0% accuracy [2025-10-09T22:52:07.531204] [DEBUG] [LOCAL ] Loaded configuration for AIZ: 2 features, 70.0% accuracy [2025-10-09T22:52:07.531330] [DEBUG] [LOCAL ] Loaded configuration for WPM: 2 features, 70.0% accuracy [2025-10-09T22:52:07.531435] [DEBUG] [LOCAL ] Loaded configuration for VPG: 1 features, 70.0% accuracy [2025-10-09T22:52:07.531564] [DEBUG] [LOCAL ] Loaded configuration for CR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.531714] [DEBUG] [LOCAL ] Loaded configuration for UTI: 1 features, 90.0% accuracy [2025-10-09T22:52:07.531851] [DEBUG] [LOCAL ] Loaded configuration for KR: 2 features, 90.0% accuracy [2025-10-09T22:52:07.531995] [DEBUG] [LOCAL ] Loaded configuration for VTOL: 0 features, 60.0% accuracy [2025-10-09T22:52:07.532149] [DEBUG] [LOCAL ] Loaded configuration for GEF: 1 features, 60.0% accuracy [2025-10-09T22:52:07.532282] [DEBUG] [LOCAL ] Loaded configuration for CHD: 2 features, 90.0% accuracy [2025-10-09T22:52:07.532370] [DEBUG] [LOCAL ] Loaded configuration for BORR: 0 features, 60.0% accuracy [2025-10-09T22:52:07.532453] [DEBUG] [LOCAL ] Loaded configuration for GBAB: 4 features, 90.0% accuracy [2025-10-09T22:52:07.532576] [DEBUG] [LOCAL ] Loaded configuration for FDS: 4 features, 70.0% accuracy [2025-10-09T22:52:07.532709] [DEBUG] [LOCAL ] Loaded configuration for FUBO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.532858] [DEBUG] [LOCAL ] Loaded configuration for WST: 2 features, 70.0% accuracy [2025-10-09T22:52:07.533043] [DEBUG] [LOCAL ] Loaded configuration for IGI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.533217] [DEBUG] [LOCAL ] Loaded configuration for XPER: 0 features, 60.0% accuracy [2025-10-09T22:52:07.533365] [DEBUG] [LOCAL ] Loaded configuration for TAL: 1 features, 60.0% accuracy [2025-10-09T22:52:07.533473] [DEBUG] [LOCAL ] Loaded configuration for SIG: 3 features, 70.0% accuracy [2025-10-09T22:52:07.533624] [DEBUG] [LOCAL ] Loaded configuration for AB: 0 features, 70.0% accuracy [2025-10-09T22:52:07.533839] [DEBUG] [LOCAL ] Loaded configuration for MNR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.533929] [DEBUG] [LOCAL ] Loaded configuration for MAGN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.534015] [DEBUG] [LOCAL ] Loaded configuration for SN: 2 features, 50.0% accuracy [2025-10-09T22:52:07.534140] [DEBUG] [LOCAL ] Loaded configuration for SPXX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.534283] [DEBUG] [LOCAL ] Loaded configuration for FND: 1 features, 80.0% accuracy [2025-10-09T22:52:07.534428] [DEBUG] [LOCAL ] Loaded configuration for GRX: 3 features, 70.0% accuracy [2025-10-09T22:52:07.534562] [DEBUG] [LOCAL ] Loaded configuration for EIG: 3 features, 90.0% accuracy [2025-10-09T22:52:07.534725] [DEBUG] [LOCAL ] Loaded configuration for HCA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.534851] [DEBUG] [LOCAL ] Loaded configuration for CMSD: 5 features, 90.0% accuracy [2025-10-09T22:52:07.534978] [DEBUG] [LOCAL ] Loaded configuration for TEF: 3 features, 90.0% accuracy [2025-10-09T22:52:07.535144] [DEBUG] [LOCAL ] Loaded configuration for KIO: 3 features, 90.0% accuracy [2025-10-09T22:52:07.535235] [DEBUG] [LOCAL ] Loaded configuration for AEG: 5 features, 90.0% accuracy [2025-10-09T22:52:07.535338] [DEBUG] [LOCAL ] Loaded configuration for BTCM: 3 features, 90.0% accuracy [2025-10-09T22:52:07.535461] [DEBUG] [LOCAL ] Loaded configuration for SAND: 1 features, 70.0% accuracy [2025-10-09T22:52:07.535597] [DEBUG] [LOCAL ] Loaded configuration for CAAP: 0 features, 50.0% accuracy [2025-10-09T22:52:07.535777] [DEBUG] [LOCAL ] Loaded configuration for FSS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.535950] [DEBUG] [LOCAL ] Loaded configuration for GAP: 1 features, 80.0% accuracy [2025-10-09T22:52:07.536113] [DEBUG] [LOCAL ] Loaded configuration for SHO: 3 features, 70.0% accuracy [2025-10-09T22:52:07.536265] [DEBUG] [LOCAL ] Loaded configuration for TFX: 2 features, 90.0% accuracy [2025-10-09T22:52:07.536355] [DEBUG] [LOCAL ] Loaded configuration for HI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.536423] [DEBUG] [LOCAL ] Loaded configuration for VIPS: 0 features, 50.0% accuracy [2025-10-09T22:52:07.536531] [DEBUG] [LOCAL ] Loaded configuration for FMX: 6 features, 80.0% accuracy [2025-10-09T22:52:07.536681] [DEBUG] [LOCAL ] Loaded configuration for BFH: 4 features, 60.0% accuracy [2025-10-09T22:52:07.536810] [DEBUG] [LOCAL ] Loaded configuration for ECO: 4 features, 90.0% accuracy [2025-10-09T22:52:07.536932] [DEBUG] [LOCAL ] Loaded configuration for SUZ: 6 features, 90.0% accuracy [2025-10-09T22:52:07.537059] [DEBUG] [LOCAL ] Loaded configuration for MKC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.537184] [DEBUG] [LOCAL ] Loaded configuration for SJT: 2 features, 90.0% accuracy [2025-10-09T22:52:07.537314] [DEBUG] [LOCAL ] Loaded configuration for LYB: 3 features, 90.0% accuracy [2025-10-09T22:52:07.537422] [DEBUG] [LOCAL ] Loaded configuration for AN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.537547] [DEBUG] [LOCAL ] Loaded configuration for FT: 4 features, 70.0% accuracy [2025-10-09T22:52:07.537713] [DEBUG] [LOCAL ] Loaded configuration for THR: 4 features, 90.0% accuracy [2025-10-09T22:52:07.537834] [DEBUG] [LOCAL ] Loaded configuration for TFII: 1 features, 70.0% accuracy [2025-10-09T22:52:07.537952] [DEBUG] [LOCAL ] Loaded configuration for AXR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.538059] [DEBUG] [LOCAL ] Loaded configuration for WHR: 2 features, 70.0% accuracy [2025-10-09T22:52:07.538199] [DEBUG] [LOCAL ] Loaded configuration for BRBR: 5 features, 90.0% accuracy [2025-10-09T22:52:07.538319] [DEBUG] [LOCAL ] Loaded configuration for CYH: 1 features, 60.0% accuracy [2025-10-09T22:52:07.538459] [DEBUG] [LOCAL ] Loaded configuration for ATS: 2 features, 80.0% accuracy [2025-10-09T22:52:07.538580] [DEBUG] [LOCAL ] Loaded configuration for AAP: 1 features, 80.0% accuracy [2025-10-09T22:52:07.538726] [DEBUG] [LOCAL ] Loaded configuration for LRN: 1 features, 90.0% accuracy [2025-10-09T22:52:07.538863] [DEBUG] [LOCAL ] Loaded configuration for WNC: 0 features, 80.0% accuracy [2025-10-09T22:52:07.538985] [DEBUG] [LOCAL ] Loaded configuration for HNI: 2 features, 90.0% accuracy [2025-10-09T22:52:07.539349] [DEBUG] [LOCAL ] Loaded configuration for LHX: 4 features, 90.0% accuracy [2025-10-09T22:52:07.539466] [DEBUG] [LOCAL ] Loaded configuration for AM: 2 features, 80.0% accuracy [2025-10-09T22:52:07.539561] [DEBUG] [LOCAL ] Loaded configuration for JGH: 2 features, 70.0% accuracy [2025-10-09T22:52:07.539704] [DEBUG] [LOCAL ] Loaded configuration for SCCO: 1 features, 100.0% accuracy [2025-10-09T22:52:07.539804] [DEBUG] [LOCAL ] Loaded configuration for SBSI: 1 features, 70.0% accuracy [2025-10-09T22:52:07.539911] [DEBUG] [LOCAL ] Loaded configuration for ENS: 2 features, 80.0% accuracy [2025-10-09T22:52:07.540016] [DEBUG] [LOCAL ] Loaded configuration for YALA: 1 features, 80.0% accuracy [2025-10-09T22:52:07.540137] [DEBUG] [LOCAL ] Loaded configuration for WSM: 1 features, 80.0% accuracy [2025-10-09T22:52:07.540248] [DEBUG] [LOCAL ] Loaded configuration for COR: 2 features, 70.0% accuracy [2025-10-09T22:52:07.540361] [DEBUG] [LOCAL ] Loaded configuration for AFGE: 1 features, 90.0% accuracy [2025-10-09T22:52:07.540477] [DEBUG] [LOCAL ] Loaded configuration for YUMC: 3 features, 80.0% accuracy [2025-10-09T22:52:07.540601] [DEBUG] [LOCAL ] Loaded configuration for GES: 1 features, 70.0% accuracy [2025-10-09T22:52:07.540727] [DEBUG] [LOCAL ] Loaded configuration for IBTA: 5 features, 70.0% accuracy [2025-10-09T22:52:07.540801] [DEBUG] [LOCAL ] Loaded configuration for ALB: 2 features, 90.0% accuracy [2025-10-09T22:52:07.540918] [DEBUG] [LOCAL ] Loaded configuration for TEX: 2 features, 60.0% accuracy [2025-10-09T22:52:07.541070] [DEBUG] [LOCAL ] Loaded configuration for IGR: 3 features, 90.0% accuracy [2025-10-09T22:52:07.541184] [DEBUG] [LOCAL ] Loaded configuration for DT: 2 features, 90.0% accuracy [2025-10-09T22:52:07.541281] [DEBUG] [LOCAL ] Loaded configuration for ASG: 4 features, 80.0% accuracy [2025-10-09T22:52:07.541402] [DEBUG] [LOCAL ] Loaded configuration for APOS: 3 features, 70.0% accuracy [2025-10-09T22:52:07.541509] [DEBUG] [LOCAL ] Loaded configuration for BB: 2 features, 60.0% accuracy [2025-10-09T22:52:07.541616] [DEBUG] [LOCAL ] Loaded configuration for CXT: 1 features, 60.0% accuracy [2025-10-09T22:52:07.541740] [DEBUG] [LOCAL ] Loaded configuration for SPOT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.541851] [DEBUG] [LOCAL ] Loaded configuration for DSX: 1 features, 70.0% accuracy [2025-10-09T22:52:07.541970] [DEBUG] [LOCAL ] Loaded configuration for EBR: 0 features, 70.0% accuracy [2025-10-09T22:52:07.542098] [DEBUG] [LOCAL ] Loaded configuration for EVT: 2 features, 60.0% accuracy [2025-10-09T22:52:07.542233] [DEBUG] [LOCAL ] Loaded configuration for AGRO: 5 features, 90.0% accuracy [2025-10-09T22:52:07.542384] [DEBUG] [LOCAL ] Loaded configuration for DPG: 0 features, 80.0% accuracy [2025-10-09T22:52:07.542509] [DEBUG] [LOCAL ] Loaded configuration for CWK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.542623] [DEBUG] [LOCAL ] Loaded configuration for FSK: 2 features, 90.0% accuracy [2025-10-09T22:52:07.542786] [DEBUG] [LOCAL ] Loaded configuration for SMC: 3 features, 80.0% accuracy [2025-10-09T22:52:07.542921] [DEBUG] [LOCAL ] Loaded configuration for FBK: 4 features, 70.0% accuracy [2025-10-09T22:52:07.543051] [DEBUG] [LOCAL ] Loaded configuration for FOUR: 2 features, 70.0% accuracy [2025-10-09T22:52:07.543160] [DEBUG] [LOCAL ] Loaded configuration for BKV: 0 features, 80.0% accuracy [2025-10-09T22:52:07.543287] [DEBUG] [LOCAL ] Loaded configuration for JXN: 2 features, 70.0% accuracy [2025-10-09T22:52:07.543411] [DEBUG] [LOCAL ] Loaded configuration for EVEX: 4 features, 80.0% accuracy [2025-10-09T22:52:07.543520] [DEBUG] [LOCAL ] Loaded configuration for WLK: 4 features, 100.0% accuracy [2025-10-09T22:52:07.543634] [DEBUG] [LOCAL ] Loaded configuration for TNL: 1 features, 90.0% accuracy [2025-10-09T22:52:07.543821] [DEBUG] [LOCAL ] Loaded configuration for EVN: 1 features, 60.0% accuracy [2025-10-09T22:52:07.543943] [DEBUG] [LOCAL ] Loaded configuration for DDS: 3 features, 90.0% accuracy [2025-10-09T22:52:07.544040] [DEBUG] [LOCAL ] Loaded configuration for KD: 6 features, 80.0% accuracy [2025-10-09T22:52:07.544128] [DEBUG] [LOCAL ] Loaded configuration for VALE: 3 features, 60.0% accuracy [2025-10-09T22:52:07.544214] [DEBUG] [LOCAL ] Loaded configuration for WCN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.544320] [DEBUG] [LOCAL ] Loaded configuration for TSE: 4 features, 40.0% accuracy [2025-10-09T22:52:07.544426] [DEBUG] [LOCAL ] Loaded configuration for KBH: 2 features, 90.0% accuracy [2025-10-09T22:52:07.544556] [DEBUG] [LOCAL ] Loaded configuration for AIV: 4 features, 90.0% accuracy [2025-10-09T22:52:07.544682] [DEBUG] [LOCAL ] Loaded configuration for LAD: 3 features, 100.0% accuracy [2025-10-09T22:52:07.544812] [DEBUG] [LOCAL ] Loaded configuration for CHT: 2 features, 90.0% accuracy [2025-10-09T22:52:07.544955] [DEBUG] [LOCAL ] Loaded configuration for KMI: 1 features, 90.0% accuracy [2025-10-09T22:52:07.545082] [DEBUG] [LOCAL ] Loaded configuration for MAX: 1 features, 70.0% accuracy [2025-10-09T22:52:07.545453] [DEBUG] [LOCAL ] Loaded configuration for AMBP: 4 features, 90.0% accuracy [2025-10-09T22:52:07.545569] [DEBUG] [LOCAL ] Loaded configuration for CDE: 1 features, 60.0% accuracy [2025-10-09T22:52:07.545705] [DEBUG] [LOCAL ] Loaded configuration for MFA: 2 features, 80.0% accuracy [2025-10-09T22:52:07.545806] [DEBUG] [LOCAL ] Loaded configuration for ENOV: 3 features, 70.0% accuracy [2025-10-09T22:52:07.545925] [DEBUG] [LOCAL ] Loaded configuration for ATI: 2 features, 70.0% accuracy [2025-10-09T22:52:07.546052] [DEBUG] [LOCAL ] Loaded configuration for CMP: 0 features, 60.0% accuracy [2025-10-09T22:52:07.546366] [DEBUG] [LOCAL ] Loaded configuration for MFSV: 0 features, 80.0% accuracy [2025-10-09T22:52:07.546685] [DEBUG] [LOCAL ] Loaded configuration for SONY: 3 features, 80.0% accuracy [2025-10-09T22:52:07.546793] [DEBUG] [LOCAL ] Loaded configuration for MAN: 1 features, 60.0% accuracy [2025-10-09T22:52:07.546900] [DEBUG] [LOCAL ] Loaded configuration for TAC: 5 features, 60.0% accuracy [2025-10-09T22:52:07.547013] [DEBUG] [LOCAL ] Loaded configuration for MATX: 1 features, 90.0% accuracy [2025-10-09T22:52:07.547115] [DEBUG] [LOCAL ] Loaded configuration for STRV: 0 features, 60.0% accuracy [2025-10-09T22:52:07.547240] [DEBUG] [LOCAL ] Loaded configuration for VSTS: 4 features, 70.0% accuracy [2025-10-09T22:52:07.547347] [DEBUG] [LOCAL ] Loaded configuration for BV: 3 features, 70.0% accuracy [2025-10-09T22:52:07.547453] [DEBUG] [LOCAL ] Loaded configuration for SLG: 1 features, 90.0% accuracy [2025-10-09T22:52:07.547598] [DEBUG] [LOCAL ] Loaded configuration for EQBK: 3 features, 90.0% accuracy [2025-10-09T22:52:07.547775] [DEBUG] [LOCAL ] Loaded configuration for HGTY: 2 features, 80.0% accuracy [2025-10-09T22:52:07.547865] [DEBUG] [LOCAL ] Loaded configuration for DAN: 0 features, 100.0% accuracy [2025-10-09T22:52:07.547950] [DEBUG] [LOCAL ] Loaded configuration for USA: 3 features, 50.0% accuracy [2025-10-09T22:52:07.548108] [DEBUG] [LOCAL ] Loaded configuration for HUBB: 1 features, 70.0% accuracy [2025-10-09T22:52:07.548216] [DEBUG] [LOCAL ] Loaded configuration for BFK: 3 features, 60.0% accuracy [2025-10-09T22:52:07.548340] [DEBUG] [LOCAL ] Loaded configuration for BBDC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.548450] [DEBUG] [LOCAL ] Loaded configuration for GRC: 2 features, 60.0% accuracy [2025-10-09T22:52:07.548556] [DEBUG] [LOCAL ] Loaded configuration for GNRC: 2 features, 60.0% accuracy [2025-10-09T22:52:07.548682] [DEBUG] [LOCAL ] Loaded configuration for MIN: 1 features, 50.0% accuracy [2025-10-09T22:52:07.548774] [DEBUG] [LOCAL ] Loaded configuration for BTA: 0 features, 80.0% accuracy [2025-10-09T22:52:07.548875] [DEBUG] [LOCAL ] Loaded configuration for AOS: 5 features, 90.0% accuracy [2025-10-09T22:52:07.548997] [DEBUG] [LOCAL ] Loaded configuration for KODK: 2 features, 60.0% accuracy [2025-10-09T22:52:07.549117] [DEBUG] [LOCAL ] Loaded configuration for GOTU: 3 features, 90.0% accuracy [2025-10-09T22:52:07.549447] [DEBUG] [LOCAL ] Loaded configuration for CMBT: 3 features, 90.0% accuracy [2025-10-09T22:52:07.549574] [DEBUG] [LOCAL ] Loaded configuration for MGRE: 2 features, 60.0% accuracy [2025-10-09T22:52:07.549756] [DEBUG] [LOCAL ] Loaded configuration for IIF: 2 features, 70.0% accuracy [2025-10-09T22:52:07.549863] [DEBUG] [LOCAL ] Loaded configuration for GDOT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.549969] [DEBUG] [LOCAL ] Loaded configuration for BME: 1 features, 80.0% accuracy [2025-10-09T22:52:07.550076] [DEBUG] [LOCAL ] Loaded configuration for BNS: 1 features, 70.0% accuracy [2025-10-09T22:52:07.550199] [DEBUG] [LOCAL ] Loaded configuration for TPB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.550343] [DEBUG] [LOCAL ] Loaded configuration for FFWM: 6 features, 80.0% accuracy [2025-10-09T22:52:07.550482] [DEBUG] [LOCAL ] Loaded configuration for MBC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.550614] [DEBUG] [LOCAL ] Loaded configuration for BEPC: 2 features, 100.0% accuracy [2025-10-09T22:52:07.550752] [DEBUG] [LOCAL ] Loaded configuration for ALTG: 2 features, 80.0% accuracy [2025-10-09T22:52:07.550880] [DEBUG] [LOCAL ] Loaded configuration for SE: 3 features, 70.0% accuracy [2025-10-09T22:52:07.550978] [DEBUG] [LOCAL ] Loaded configuration for GWW: 5 features, 80.0% accuracy [2025-10-09T22:52:07.551084] [DEBUG] [LOCAL ] Loaded configuration for BGR: 6 features, 60.0% accuracy [2025-10-09T22:52:07.551222] [DEBUG] [LOCAL ] Loaded configuration for LTM: 3 features, 80.0% accuracy [2025-10-09T22:52:07.551343] [DEBUG] [LOCAL ] Loaded configuration for HIMS: 4 features, 70.0% accuracy [2025-10-09T22:52:07.551483] [DEBUG] [LOCAL ] Loaded configuration for LPG: 2 features, 80.0% accuracy [2025-10-09T22:52:07.551598] [DEBUG] [LOCAL ] Loaded configuration for XPOF: 4 features, 50.0% accuracy [2025-10-09T22:52:07.551775] [DEBUG] [LOCAL ] Loaded configuration for ADT: 1 features, 90.0% accuracy [2025-10-09T22:52:07.551887] [DEBUG] [LOCAL ] Loaded configuration for JHX: 3 features, 80.0% accuracy [2025-10-09T22:52:07.551976] [DEBUG] [LOCAL ] Loaded configuration for HFRO: 2 features, 80.0% accuracy [2025-10-09T22:52:07.552043] [DEBUG] [LOCAL ] Loaded configuration for COP: 5 features, 100.0% accuracy [2025-10-09T22:52:07.552107] [DEBUG] [LOCAL ] Loaded configuration for COLD: 2 features, 60.0% accuracy [2025-10-09T22:52:07.552189] [DEBUG] [LOCAL ] Loaded configuration for UNFI: 2 features, 70.0% accuracy [2025-10-09T22:52:07.552297] [DEBUG] [LOCAL ] Loaded configuration for KVYO: 2 features, 80.0% accuracy [2025-10-09T22:52:07.552430] [DEBUG] [LOCAL ] Loaded configuration for LANV: 2 features, 70.0% accuracy [2025-10-09T22:52:07.552570] [DEBUG] [LOCAL ] Loaded configuration for VMO: 2 features, 90.0% accuracy [2025-10-09T22:52:07.552747] [DEBUG] [LOCAL ] Loaded configuration for BEPI: 4 features, 90.0% accuracy [2025-10-09T22:52:07.552881] [DEBUG] [LOCAL ] Loaded configuration for BALL: 1 features, 90.0% accuracy [2025-10-09T22:52:07.553008] [DEBUG] [LOCAL ] Loaded configuration for TRP: 3 features, 70.0% accuracy [2025-10-09T22:52:07.553156] [DEBUG] [LOCAL ] Loaded configuration for JBND: 1 features, 70.0% accuracy [2025-10-09T22:52:07.553267] [DEBUG] [LOCAL ] Loaded configuration for SF: 0 features, 70.0% accuracy [2025-10-09T22:52:07.553392] [DEBUG] [LOCAL ] Loaded configuration for SARO: 2 features, 80.0% accuracy [2025-10-09T22:52:07.553523] [DEBUG] [LOCAL ] Loaded configuration for GPK: 0 features, 80.0% accuracy [2025-10-09T22:52:07.553680] [DEBUG] [LOCAL ] Loaded configuration for VGI: 3 features, 60.0% accuracy [2025-10-09T22:52:07.553824] [DEBUG] [LOCAL ] Loaded configuration for JKS: 2 features, 90.0% accuracy [2025-10-09T22:52:07.553943] [DEBUG] [LOCAL ] Loaded configuration for GYLD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.554088] [DEBUG] [LOCAL ] Loaded configuration for CPS: 1 features, 60.0% accuracy [2025-10-09T22:52:07.554196] [DEBUG] [LOCAL ] Loaded configuration for CVS: 1 features, 100.0% accuracy [2025-10-09T22:52:07.554320] [DEBUG] [LOCAL ] Loaded configuration for CUBI: 1 features, 70.0% accuracy [2025-10-09T22:52:07.554447] [DEBUG] [LOCAL ] Loaded configuration for ASB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.554606] [DEBUG] [LOCAL ] Loaded configuration for BCO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.554786] [DEBUG] [LOCAL ] Loaded configuration for HP: 1 features, 70.0% accuracy [2025-10-09T22:52:07.554924] [DEBUG] [LOCAL ] Loaded configuration for DAR: 1 features, 70.0% accuracy [2025-10-09T22:52:07.555042] [DEBUG] [LOCAL ] Loaded configuration for BBWI: 0 features, 70.0% accuracy [2025-10-09T22:52:07.555169] [DEBUG] [LOCAL ] Loaded configuration for MCY: 0 features, 70.0% accuracy [2025-10-09T22:52:07.555322] [DEBUG] [LOCAL ] Loaded configuration for JCE: 1 features, 70.0% accuracy [2025-10-09T22:52:07.555412] [DEBUG] [LOCAL ] Loaded configuration for MDU: 1 features, 100.0% accuracy [2025-10-09T22:52:07.555477] [DEBUG] [LOCAL ] Loaded configuration for BLCO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.555588] [DEBUG] [LOCAL ] Loaded configuration for FRGE: 3 features, 60.0% accuracy [2025-10-09T22:52:07.555719] [DEBUG] [LOCAL ] Loaded configuration for ETO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.555862] [DEBUG] [LOCAL ] Loaded configuration for JBI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.555969] [DEBUG] [LOCAL ] Loaded configuration for IBN: 4 features, 80.0% accuracy [2025-10-09T22:52:07.556089] [DEBUG] [LOCAL ] Loaded configuration for BCX: 5 features, 70.0% accuracy [2025-10-09T22:52:07.556211] [DEBUG] [LOCAL ] Loaded configuration for XYL: 1 features, 70.0% accuracy [2025-10-09T22:52:07.556305] [DEBUG] [LOCAL ] Loaded configuration for GGG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.556399] [DEBUG] [LOCAL ] Loaded configuration for AMN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.556509] [DEBUG] [LOCAL ] Loaded configuration for HAFN: 5 features, 80.0% accuracy [2025-10-09T22:52:07.556667] [DEBUG] [LOCAL ] Loaded configuration for ETD: 1 features, 60.0% accuracy [2025-10-09T22:52:07.556793] [DEBUG] [LOCAL ] Loaded configuration for BGSF: 2 features, 70.0% accuracy [2025-10-09T22:52:07.556898] [DEBUG] [LOCAL ] Loaded configuration for KORE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.557027] [DEBUG] [LOCAL ] Loaded configuration for TEI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.557165] [DEBUG] [LOCAL ] Loaded configuration for LDI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.557274] [DEBUG] [LOCAL ] Loaded configuration for AGI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.557383] [DEBUG] [LOCAL ] Loaded configuration for WEC: 4 features, 60.0% accuracy [2025-10-09T22:52:07.557488] [DEBUG] [LOCAL ] Loaded configuration for STXV: 0 features, 80.0% accuracy [2025-10-09T22:52:07.557670] [DEBUG] [LOCAL ] Loaded configuration for HCC: 4 features, 80.0% accuracy [2025-10-09T22:52:07.557812] [DEBUG] [LOCAL ] Loaded configuration for CIB: 3 features, 80.0% accuracy [2025-10-09T22:52:07.557937] [DEBUG] [LOCAL ] Loaded configuration for USAC: 2 features, 90.0% accuracy [2025-10-09T22:52:07.558069] [DEBUG] [LOCAL ] Loaded configuration for TXT: 1 features, 70.0% accuracy [2025-10-09T22:52:07.558158] [DEBUG] [LOCAL ] Loaded configuration for WDI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.558251] [DEBUG] [LOCAL ] Loaded configuration for AGD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.558386] [DEBUG] [LOCAL ] Loaded configuration for KYN: 1 features, 80.0% accuracy [2025-10-09T22:52:07.558527] [DEBUG] [LOCAL ] Loaded configuration for CSTM: 1 features, 60.0% accuracy [2025-10-09T22:52:07.558662] [DEBUG] [LOCAL ] Loaded configuration for BIPI: 3 features, 90.0% accuracy [2025-10-09T22:52:07.558779] [DEBUG] [LOCAL ] Loaded configuration for FLUT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.558916] [DEBUG] [LOCAL ] Loaded configuration for SHCO: 4 features, 50.0% accuracy [2025-10-09T22:52:07.559032] [DEBUG] [LOCAL ] Loaded configuration for BILL: 1 features, 70.0% accuracy [2025-10-09T22:52:07.559128] [DEBUG] [LOCAL ] Loaded configuration for THC: 2 features, 50.0% accuracy [2025-10-09T22:52:07.559254] [DEBUG] [LOCAL ] Loaded configuration for CXH: 1 features, 70.0% accuracy [2025-10-09T22:52:07.559373] [DEBUG] [LOCAL ] Loaded configuration for SUI: 2 features, 90.0% accuracy [2025-10-09T22:52:07.559479] [DEBUG] [LOCAL ] Loaded configuration for CRBD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.559584] [DEBUG] [LOCAL ] Loaded configuration for UHS: 2 features, 80.0% accuracy [2025-10-09T22:52:07.559738] [DEBUG] [LOCAL ] Loaded configuration for MEGI: 3 features, 70.0% accuracy [2025-10-09T22:52:07.559844] [DEBUG] [LOCAL ] Loaded configuration for BIRK: 1 features, 90.0% accuracy [2025-10-09T22:52:07.559981] [DEBUG] [LOCAL ] Loaded configuration for BHK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.560089] [DEBUG] [LOCAL ] Loaded configuration for INVH: 2 features, 80.0% accuracy [2025-10-09T22:52:07.560208] [DEBUG] [LOCAL ] Loaded configuration for FICO: 2 features, 50.0% accuracy [2025-10-09T22:52:07.560622] [DEBUG] [LOCAL ] Loaded configuration for GPI: 1 features, 90.0% accuracy [2025-10-09T22:52:07.560807] [DEBUG] [LOCAL ] Loaded configuration for CVLG: 2 features, 80.0% accuracy [2025-10-09T22:52:07.560954] [DEBUG] [LOCAL ] Loaded configuration for GGB: 0 features, 70.0% accuracy [2025-10-09T22:52:07.561106] [DEBUG] [LOCAL ] Loaded configuration for MDV: 3 features, 80.0% accuracy [2025-10-09T22:52:07.561234] [DEBUG] [LOCAL ] Loaded configuration for WD: 4 features, 80.0% accuracy [2025-10-09T22:52:07.561342] [DEBUG] [LOCAL ] Loaded configuration for IBM: 1 features, 90.0% accuracy [2025-10-09T22:52:07.561798] [DEBUG] [LOCAL ] Loaded configuration for TSLX: 1 features, 90.0% accuracy [2025-10-09T22:52:07.561911] [DEBUG] [LOCAL ] Loaded configuration for VLO: 1 features, 70.0% accuracy [2025-10-09T22:52:07.562039] [DEBUG] [LOCAL ] Loaded configuration for MCB: 2 features, 90.0% accuracy [2025-10-09T22:52:07.562172] [DEBUG] [LOCAL ] Loaded configuration for GDL: 2 features, 90.0% accuracy [2025-10-09T22:52:07.562269] [DEBUG] [LOCAL ] Loaded configuration for TXO: 3 features, 80.0% accuracy [2025-10-09T22:52:07.562398] [DEBUG] [LOCAL ] Loaded configuration for FLG: 5 features, 80.0% accuracy [2025-10-09T22:52:07.562524] [DEBUG] [LOCAL ] Loaded configuration for EHAB: 2 features, 70.0% accuracy [2025-10-09T22:52:07.562695] [DEBUG] [LOCAL ] Loaded configuration for ATUS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.562803] [DEBUG] [LOCAL ] Loaded configuration for EMD: 3 features, 50.0% accuracy [2025-10-09T22:52:07.562927] [DEBUG] [LOCAL ] Loaded configuration for AHR: 1 features, 80.0% accuracy [2025-10-09T22:52:07.563059] [DEBUG] [LOCAL ] Loaded configuration for HMC: 3 features, 90.0% accuracy [2025-10-09T22:52:07.563164] [DEBUG] [LOCAL ] Loaded configuration for ASR: 3 features, 70.0% accuracy [2025-10-09T22:52:07.563289] [DEBUG] [LOCAL ] Loaded configuration for SEI: 2 features, 70.0% accuracy [2025-10-09T22:52:07.563397] [DEBUG] [LOCAL ] Loaded configuration for CXW: 3 features, 90.0% accuracy [2025-10-09T22:52:07.563522] [DEBUG] [LOCAL ] Loaded configuration for ACVA: 0 features, 90.0% accuracy [2025-10-09T22:52:07.563672] [DEBUG] [LOCAL ] Loaded configuration for STXT: 1 features, 90.0% accuracy [2025-10-09T22:52:07.563784] [DEBUG] [LOCAL ] Loaded configuration for MFAN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.563890] [DEBUG] [LOCAL ] Loaded configuration for CARR: 1 features, 60.0% accuracy [2025-10-09T22:52:07.564010] [DEBUG] [LOCAL ] Loaded configuration for SQM: 3 features, 80.0% accuracy [2025-10-09T22:52:07.564149] [DEBUG] [LOCAL ] Loaded configuration for AME: 1 features, 80.0% accuracy [2025-10-09T22:52:07.564278] [DEBUG] [LOCAL ] Loaded configuration for LADR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.564433] [DEBUG] [LOCAL ] Loaded configuration for FSCO: 1 features, 90.0% accuracy [2025-10-09T22:52:07.564605] [DEBUG] [LOCAL ] Loaded configuration for TMO: 3 features, 90.0% accuracy [2025-10-09T22:52:07.564786] [DEBUG] [LOCAL ] Loaded configuration for DD: 3 features, 70.0% accuracy [2025-10-09T22:52:07.564924] [DEBUG] [LOCAL ] Loaded configuration for TR: 1 features, 80.0% accuracy [2025-10-09T22:52:07.565107] [DEBUG] [LOCAL ] Loaded configuration for RZC: 2 features, 60.0% accuracy [2025-10-09T22:52:07.565261] [DEBUG] [LOCAL ] Loaded configuration for SA: 3 features, 90.0% accuracy [2025-10-09T22:52:07.565412] [DEBUG] [LOCAL ] Loaded configuration for EXPD: 2 features, 80.0% accuracy [2025-10-09T22:52:07.565533] [DEBUG] [LOCAL ] Loaded configuration for STM: 0 features, 70.0% accuracy [2025-10-09T22:52:07.565663] [DEBUG] [LOCAL ] Loaded configuration for HASI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.565812] [DEBUG] [LOCAL ] Loaded configuration for MEC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.565905] [DEBUG] [LOCAL ] Loaded configuration for TLK: 4 features, 80.0% accuracy [2025-10-09T22:52:07.566006] [DEBUG] [LOCAL ] Loaded configuration for HAYW: 1 features, 80.0% accuracy [2025-10-09T22:52:07.566114] [DEBUG] [LOCAL ] Loaded configuration for KRP: 3 features, 50.0% accuracy [2025-10-09T22:52:07.566235] [DEBUG] [LOCAL ] Loaded configuration for ECL: 2 features, 70.0% accuracy [2025-10-09T22:52:07.566374] [DEBUG] [LOCAL ] Loaded configuration for KRO: 2 features, 80.0% accuracy [2025-10-09T22:52:07.566513] [DEBUG] [LOCAL ] Loaded configuration for ET: 2 features, 90.0% accuracy [2025-10-09T22:52:07.566637] [DEBUG] [LOCAL ] Loaded configuration for MLP: 2 features, 70.0% accuracy [2025-10-09T22:52:07.566778] [DEBUG] [LOCAL ] Loaded configuration for ASAN: 3 features, 100.0% accuracy [2025-10-09T22:52:07.566920] [DEBUG] [LOCAL ] Loaded configuration for DNOW: 3 features, 80.0% accuracy [2025-10-09T22:52:07.567010] [DEBUG] [LOCAL ] Loaded configuration for WHG: 5 features, 80.0% accuracy [2025-10-09T22:52:07.567110] [DEBUG] [LOCAL ] Loaded configuration for CLPR: 1 features, 70.0% accuracy [2025-10-09T22:52:07.567226] [DEBUG] [LOCAL ] Loaded configuration for MD: 1 features, 60.0% accuracy [2025-10-09T22:52:07.567341] [DEBUG] [LOCAL ] Loaded configuration for BFAM: 3 features, 70.0% accuracy [2025-10-09T22:52:07.567449] [DEBUG] [LOCAL ] Loaded configuration for ASGI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.567569] [DEBUG] [LOCAL ] Loaded configuration for MDT: 2 features, 90.0% accuracy [2025-10-09T22:52:07.567771] [DEBUG] [LOCAL ] Loaded configuration for ASH: 0 features, 60.0% accuracy [2025-10-09T22:52:07.567872] [DEBUG] [LOCAL ] Loaded configuration for LEA: 3 features, 80.0% accuracy [2025-10-09T22:52:07.567968] [DEBUG] [LOCAL ] Loaded configuration for EXP: 1 features, 60.0% accuracy [2025-10-09T22:52:07.568091] [DEBUG] [LOCAL ] Loaded configuration for BKT: 4 features, 80.0% accuracy [2025-10-09T22:52:07.568217] [DEBUG] [LOCAL ] Loaded configuration for THLV: 3 features, 80.0% accuracy [2025-10-09T22:52:07.568330] [DEBUG] [LOCAL ] Loaded configuration for SHEL: 4 features, 90.0% accuracy [2025-10-09T22:52:07.568450] [DEBUG] [LOCAL ] Loaded configuration for STXE: 2 features, 60.0% accuracy [2025-10-09T22:52:07.568587] [DEBUG] [LOCAL ] Loaded configuration for CM: 3 features, 80.0% accuracy [2025-10-09T22:52:07.568753] [DEBUG] [LOCAL ] Loaded configuration for EE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.568870] [DEBUG] [LOCAL ] Loaded configuration for FF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.569008] [DEBUG] [LOCAL ] Loaded configuration for FDX: 3 features, 60.0% accuracy [2025-10-09T22:52:07.569122] [DEBUG] [LOCAL ] Loaded configuration for ZKH: 1 features, 60.0% accuracy [2025-10-09T22:52:07.569270] [DEBUG] [LOCAL ] Loaded configuration for WES: 2 features, 60.0% accuracy [2025-10-09T22:52:07.569384] [DEBUG] [LOCAL ] Loaded configuration for HIPO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.569522] [DEBUG] [LOCAL ] Loaded configuration for FHN: 4 features, 90.0% accuracy [2025-10-09T22:52:07.569664] [DEBUG] [LOCAL ] Loaded configuration for LH: 6 features, 70.0% accuracy [2025-10-09T22:52:07.569783] [DEBUG] [LOCAL ] Loaded configuration for EVF: 0 features, 90.0% accuracy [2025-10-09T22:52:07.569896] [DEBUG] [LOCAL ] Loaded configuration for KEP: 2 features, 70.0% accuracy [2025-10-09T22:52:07.570002] [DEBUG] [LOCAL ] Loaded configuration for BBW: 7 features, 80.0% accuracy [2025-10-09T22:52:07.570107] [DEBUG] [LOCAL ] Loaded configuration for CIF: 4 features, 90.0% accuracy [2025-10-09T22:52:07.570265] [DEBUG] [LOCAL ] Loaded configuration for ENVA: 1 features, 80.0% accuracy [2025-10-09T22:52:07.570378] [DEBUG] [LOCAL ] Loaded configuration for LXU: 2 features, 70.0% accuracy [2025-10-09T22:52:07.570484] [DEBUG] [LOCAL ] Loaded configuration for SHAK: 4 features, 90.0% accuracy [2025-10-09T22:52:07.570610] [DEBUG] [LOCAL ] Loaded configuration for H: 2 features, 60.0% accuracy [2025-10-09T22:52:07.570816] [DEBUG] [LOCAL ] Loaded configuration for CLDT: 3 features, 90.0% accuracy [2025-10-09T22:52:07.570944] [DEBUG] [LOCAL ] Loaded configuration for BTT: 4 features, 90.0% accuracy [2025-10-09T22:52:07.571059] [DEBUG] [LOCAL ] Loaded configuration for ALUR: 3 features, 90.0% accuracy [2025-10-09T22:52:07.571155] [DEBUG] [LOCAL ] Loaded configuration for TSM: 1 features, 70.0% accuracy [2025-10-09T22:52:07.571301] [DEBUG] [LOCAL ] Loaded configuration for CMPO: 0 features, 70.0% accuracy [2025-10-09T22:52:07.571428] [DEBUG] [LOCAL ] Loaded configuration for SO: 3 features, 90.0% accuracy [2025-10-09T22:52:07.571517] [DEBUG] [LOCAL ] Loaded configuration for SOS: 2 features, 90.0% accuracy [2025-10-09T22:52:07.571860] [DEBUG] [LOCAL ] Loaded configuration for JOF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.571976] [DEBUG] [LOCAL ] Loaded configuration for AWF: 0 features, 80.0% accuracy [2025-10-09T22:52:07.572073] [DEBUG] [LOCAL ] Loaded configuration for M: 1 features, 80.0% accuracy [2025-10-09T22:52:07.572179] [DEBUG] [LOCAL ] Loaded configuration for CL: 3 features, 80.0% accuracy [2025-10-09T22:52:07.572290] [DEBUG] [LOCAL ] Loaded configuration for DSM: 2 features, 70.0% accuracy [2025-10-09T22:52:07.572395] [DEBUG] [LOCAL ] Loaded configuration for FMN: 1 features, 80.0% accuracy [2025-10-09T22:52:07.572521] [DEBUG] [LOCAL ] Loaded configuration for DNP: 2 features, 90.0% accuracy [2025-10-09T22:52:07.572627] [DEBUG] [LOCAL ] Loaded configuration for DEC: 3 features, 90.0% accuracy [2025-10-09T22:52:07.572805] [DEBUG] [LOCAL ] Loaded configuration for EAF: 1 features, 90.0% accuracy [2025-10-09T22:52:07.573155] [DEBUG] [LOCAL ] Loaded configuration for JNJ: 5 features, 80.0% accuracy [2025-10-09T22:52:07.573262] [DEBUG] [LOCAL ] Loaded configuration for SNDA: 2 features, 80.0% accuracy [2025-10-09T22:52:07.573390] [DEBUG] [LOCAL ] Loaded configuration for FRT: 1 features, 60.0% accuracy [2025-10-09T22:52:07.573548] [DEBUG] [LOCAL ] Loaded configuration for HE: 3 features, 60.0% accuracy [2025-10-09T22:52:07.573689] [DEBUG] [LOCAL ] Loaded configuration for BAH: 2 features, 80.0% accuracy [2025-10-09T22:52:07.573797] [DEBUG] [LOCAL ] Loaded configuration for WLY: 2 features, 80.0% accuracy [2025-10-09T22:52:07.573917] [DEBUG] [LOCAL ] Loaded configuration for BWMX: 1 features, 70.0% accuracy [2025-10-09T22:52:07.574041] [DEBUG] [LOCAL ] Loaded configuration for KGC: 2 features, 40.0% accuracy [2025-10-09T22:52:07.574159] [DEBUG] [LOCAL ] Loaded configuration for SMWB: 1 features, 60.0% accuracy [2025-10-09T22:52:07.574279] [DEBUG] [LOCAL ] Loaded configuration for ADNT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.574386] [DEBUG] [LOCAL ] Loaded configuration for BMO: 6 features, 90.0% accuracy [2025-10-09T22:52:07.574505] [DEBUG] [LOCAL ] Loaded configuration for CMTG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.574612] [DEBUG] [LOCAL ] Loaded configuration for FET: 2 features, 70.0% accuracy [2025-10-09T22:52:07.574778] [DEBUG] [LOCAL ] Loaded configuration for CPK: 2 features, 70.0% accuracy [2025-10-09T22:52:07.574899] [DEBUG] [LOCAL ] Loaded configuration for AER: 1 features, 80.0% accuracy [2025-10-09T22:52:07.575005] [DEBUG] [LOCAL ] Loaded configuration for WDS: 4 features, 80.0% accuracy [2025-10-09T22:52:07.575093] [DEBUG] [LOCAL ] Loaded configuration for WPC: 2 features, 60.0% accuracy [2025-10-09T22:52:07.575192] [DEBUG] [LOCAL ] Loaded configuration for WNS: 0 features, 80.0% accuracy [2025-10-09T22:52:07.575313] [DEBUG] [LOCAL ] Loaded configuration for CAPL: 1 features, 70.0% accuracy [2025-10-09T22:52:07.575440] [DEBUG] [LOCAL ] Loaded configuration for BOC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.575528] [DEBUG] [LOCAL ] Loaded configuration for CE: 3 features, 70.0% accuracy [2025-10-09T22:52:07.575632] [DEBUG] [LOCAL ] Loaded configuration for BBN: 2 features, 60.0% accuracy [2025-10-09T22:52:07.575791] [DEBUG] [LOCAL ] Loaded configuration for KFY: 2 features, 60.0% accuracy [2025-10-09T22:52:07.575929] [DEBUG] [LOCAL ] Loaded configuration for GPJA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.576090] [DEBUG] [LOCAL ] Loaded configuration for EARN: 4 features, 80.0% accuracy [2025-10-09T22:52:07.576211] [DEBUG] [LOCAL ] Loaded configuration for RYN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.576319] [DEBUG] [LOCAL ] Loaded configuration for BX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.576425] [DEBUG] [LOCAL ] Loaded configuration for UGI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.576547] [DEBUG] [LOCAL ] Loaded configuration for MCK: 3 features, 90.0% accuracy [2025-10-09T22:52:07.576636] [DEBUG] [LOCAL ] Loaded configuration for MG: 2 features, 60.0% accuracy [2025-10-09T22:52:07.576769] [DEBUG] [LOCAL ] Loaded configuration for SPR: 1 features, 80.0% accuracy [2025-10-09T22:52:07.576856] [DEBUG] [LOCAL ] Loaded configuration for SKM: 5 features, 80.0% accuracy [2025-10-09T22:52:07.576961] [DEBUG] [LOCAL ] Loaded configuration for AEO: 0 features, 60.0% accuracy [2025-10-09T22:52:07.577068] [DEBUG] [LOCAL ] Loaded configuration for MLNK: 4 features, 70.0% accuracy [2025-10-09T22:52:07.577175] [DEBUG] [LOCAL ] Loaded configuration for FSLY: 2 features, 90.0% accuracy [2025-10-09T22:52:07.577281] [DEBUG] [LOCAL ] Loaded configuration for TBBB: 1 features, 80.0% accuracy [2025-10-09T22:52:07.577387] [DEBUG] [LOCAL ] Loaded configuration for TWN: 2 features, 60.0% accuracy [2025-10-09T22:52:07.577507] [DEBUG] [LOCAL ] Loaded configuration for ASPN: 3 features, 70.0% accuracy [2025-10-09T22:52:07.577690] [DEBUG] [LOCAL ] Loaded configuration for BHVN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.577807] [DEBUG] [LOCAL ] Loaded configuration for AVD: 5 features, 100.0% accuracy [2025-10-09T22:52:07.577947] [DEBUG] [LOCAL ] Loaded configuration for CTBB: 6 features, 90.0% accuracy [2025-10-09T22:52:07.578104] [DEBUG] [LOCAL ] Loaded configuration for MIY: 1 features, 100.0% accuracy [2025-10-09T22:52:07.578230] [DEBUG] [LOCAL ] Loaded configuration for EVTC: 4 features, 90.0% accuracy [2025-10-09T22:52:07.578347] [DEBUG] [LOCAL ] Loaded configuration for HXL: 2 features, 60.0% accuracy [2025-10-09T22:52:07.578485] [DEBUG] [LOCAL ] Loaded configuration for WIA: 2 features, 90.0% accuracy [2025-10-09T22:52:07.578626] [DEBUG] [LOCAL ] Loaded configuration for AMBC: 5 features, 80.0% accuracy [2025-10-09T22:52:07.578774] [DEBUG] [LOCAL ] Loaded configuration for HIO: 4 features, 60.0% accuracy [2025-10-09T22:52:07.578895] [DEBUG] [LOCAL ] Loaded configuration for INSW: 2 features, 70.0% accuracy [2025-10-09T22:52:07.579049] [DEBUG] [LOCAL ] Loaded configuration for GSBD: 3 features, 60.0% accuracy [2025-10-09T22:52:07.579174] [DEBUG] [LOCAL ] Loaded configuration for EPR: 5 features, 90.0% accuracy [2025-10-09T22:52:07.579304] [DEBUG] [LOCAL ] Loaded configuration for ALC: 5 features, 80.0% accuracy [2025-10-09T22:52:07.579437] [DEBUG] [LOCAL ] Loaded configuration for BZH: 0 features, 60.0% accuracy [2025-10-09T22:52:07.579564] [DEBUG] [LOCAL ] Loaded configuration for SOJE: 3 features, 70.0% accuracy [2025-10-09T22:52:07.579709] [DEBUG] [LOCAL ] Loaded configuration for BAM: 2 features, 80.0% accuracy [2025-10-09T22:52:07.579835] [DEBUG] [LOCAL ] Loaded configuration for CCI: 2 features, 70.0% accuracy [2025-10-09T22:52:07.579961] [DEBUG] [LOCAL ] Loaded configuration for YETI: 4 features, 90.0% accuracy [2025-10-09T22:52:07.580354] [DEBUG] [LOCAL ] Loaded configuration for SNA: 4 features, 70.0% accuracy [2025-10-09T22:52:07.580498] [DEBUG] [LOCAL ] Loaded configuration for GTN: 3 features, 70.0% accuracy [2025-10-09T22:52:07.580586] [DEBUG] [LOCAL ] Loaded configuration for HEI: 0 features, 90.0% accuracy [2025-10-09T22:52:07.580685] [DEBUG] [LOCAL ] Loaded configuration for SMR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.580793] [DEBUG] [LOCAL ] Loaded configuration for DBI: 2 features, 80.0% accuracy [2025-10-09T22:52:07.580916] [DEBUG] [LOCAL ] Loaded configuration for LAC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.581059] [DEBUG] [LOCAL ] Loaded configuration for FBP: 1 features, 80.0% accuracy [2025-10-09T22:52:07.581185] [DEBUG] [LOCAL ] Loaded configuration for TTE: 2 features, 60.0% accuracy [2025-10-09T22:52:07.581311] [DEBUG] [LOCAL ] Loaded configuration for TALO: 1 features, 70.0% accuracy [2025-10-09T22:52:07.581417] [DEBUG] [LOCAL ] Loaded configuration for KWR: 5 features, 90.0% accuracy [2025-10-09T22:52:07.581524] [DEBUG] [LOCAL ] Loaded configuration for MGRD: 4 features, 80.0% accuracy [2025-10-09T22:52:07.581631] [DEBUG] [LOCAL ] Loaded configuration for DHF: 4 features, 70.0% accuracy [2025-10-09T22:52:07.581765] [DEBUG] [LOCAL ] Loaded configuration for BC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.581890] [DEBUG] [LOCAL ] Loaded configuration for ESAB: 3 features, 70.0% accuracy [2025-10-09T22:52:07.582010] [DEBUG] [LOCAL ] Loaded configuration for MGM: 5 features, 80.0% accuracy [2025-10-09T22:52:07.582131] [DEBUG] [LOCAL ] Loaded configuration for CNH: 3 features, 80.0% accuracy [2025-10-09T22:52:07.582237] [DEBUG] [LOCAL ] Loaded configuration for CPF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.582357] [DEBUG] [LOCAL ] Loaded configuration for STN: 1 features, 80.0% accuracy [2025-10-09T22:52:07.582487] [DEBUG] [LOCAL ] Loaded configuration for BLE: 3 features, 80.0% accuracy [2025-10-09T22:52:07.582846] [DEBUG] [LOCAL ] Loaded configuration for MCS: 6 features, 80.0% accuracy [2025-10-09T22:52:07.582935] [DEBUG] [LOCAL ] Loaded configuration for TTI: 1 features, 70.0% accuracy [2025-10-09T22:52:07.583062] [DEBUG] [LOCAL ] Loaded configuration for ZGN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.583188] [DEBUG] [LOCAL ] Loaded configuration for AESI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.583307] [DEBUG] [LOCAL ] Loaded configuration for IQI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.583432] [DEBUG] [LOCAL ] Loaded configuration for UBER: 1 features, 80.0% accuracy [2025-10-09T22:52:07.583553] [DEBUG] [LOCAL ] Loaded configuration for ADM: 1 features, 70.0% accuracy [2025-10-09T22:52:07.583708] [DEBUG] [LOCAL ] Loaded configuration for VLT: 3 features, 70.0% accuracy [2025-10-09T22:52:07.583827] [DEBUG] [LOCAL ] Loaded configuration for MHK: 0 features, 90.0% accuracy [2025-10-09T22:52:07.583975] [DEBUG] [LOCAL ] Loaded configuration for AJG: 1 features, 80.0% accuracy [2025-10-09T22:52:07.584100] [DEBUG] [LOCAL ] Loaded configuration for CTVA: 1 features, 50.0% accuracy [2025-10-09T22:52:07.584406] [DEBUG] [LOCAL ] Loaded configuration for TREX: 1 features, 60.0% accuracy [2025-10-09T22:52:07.584530] [DEBUG] [LOCAL ] Loaded configuration for TPYP: 0 features, 60.0% accuracy [2025-10-09T22:52:07.584620] [DEBUG] [LOCAL ] Loaded configuration for AOD: 3 features, 60.0% accuracy [2025-10-09T22:52:07.584778] [DEBUG] [LOCAL ] Loaded configuration for ACR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.584918] [DEBUG] [LOCAL ] Loaded configuration for TKR: 3 features, 90.0% accuracy [2025-10-09T22:52:07.585007] [DEBUG] [LOCAL ] Loaded configuration for VOYA: 3 features, 80.0% accuracy [2025-10-09T22:52:07.585092] [DEBUG] [LOCAL ] Loaded configuration for GNL: 3 features, 60.0% accuracy [2025-10-09T22:52:07.585215] [DEBUG] [LOCAL ] Loaded configuration for JOE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.585320] [DEBUG] [LOCAL ] Loaded configuration for TME: 4 features, 80.0% accuracy [2025-10-09T22:52:07.585457] [DEBUG] [LOCAL ] Loaded configuration for TROX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.585563] [DEBUG] [LOCAL ] Loaded configuration for WFC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.585700] [DEBUG] [LOCAL ] Loaded configuration for CEPU: 4 features, 70.0% accuracy [2025-10-09T22:52:07.585808] [DEBUG] [LOCAL ] Loaded configuration for SWK: 2 features, 60.0% accuracy [2025-10-09T22:52:07.585895] [DEBUG] [LOCAL ] Loaded configuration for BHR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.585978] [DEBUG] [LOCAL ] Loaded configuration for HL: 6 features, 90.0% accuracy [2025-10-09T22:52:07.586084] [DEBUG] [LOCAL ] Loaded configuration for CURV: 3 features, 80.0% accuracy [2025-10-09T22:52:07.586188] [DEBUG] [LOCAL ] Loaded configuration for EPD: 1 features, 80.0% accuracy [2025-10-09T22:52:07.586308] [DEBUG] [LOCAL ] Loaded configuration for DQ: 0 features, 70.0% accuracy [2025-10-09T22:52:07.586429] [DEBUG] [LOCAL ] Loaded configuration for ULS: 3 features, 70.0% accuracy [2025-10-09T22:52:07.586519] [DEBUG] [LOCAL ] Loaded configuration for HBM: 3 features, 80.0% accuracy [2025-10-09T22:52:07.586624] [DEBUG] [LOCAL ] Loaded configuration for SREA: 2 features, 80.0% accuracy [2025-10-09T22:52:07.586760] [DEBUG] [LOCAL ] Loaded configuration for YELP: 3 features, 80.0% accuracy [2025-10-09T22:52:07.586847] [DEBUG] [LOCAL ] Loaded configuration for CABO: 1 features, 80.0% accuracy [2025-10-09T22:52:07.586948] [DEBUG] [LOCAL ] Loaded configuration for BNED: 5 features, 80.0% accuracy [2025-10-09T22:52:07.587054] [DEBUG] [LOCAL ] Loaded configuration for SMBK: 0 features, 50.0% accuracy [2025-10-09T22:52:07.587405] [DEBUG] [LOCAL ] Loaded configuration for SST: 3 features, 80.0% accuracy [2025-10-09T22:52:07.587532] [DEBUG] [LOCAL ] Loaded configuration for SPHR: 4 features, 90.0% accuracy [2025-10-09T22:52:07.587686] [DEBUG] [LOCAL ] Loaded configuration for STC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.587825] [DEBUG] [LOCAL ] Loaded configuration for GRBK: 1 features, 80.0% accuracy [2025-10-09T22:52:07.587959] [DEBUG] [LOCAL ] Loaded configuration for UPS: 4 features, 60.0% accuracy [2025-10-09T22:52:07.588096] [DEBUG] [LOCAL ] Loaded configuration for SDRL: 1 features, 60.0% accuracy [2025-10-09T22:52:07.588204] [DEBUG] [LOCAL ] Loaded configuration for CNX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.588316] [DEBUG] [LOCAL ] Loaded configuration for SD: 3 features, 50.0% accuracy [2025-10-09T22:52:07.588435] [DEBUG] [LOCAL ] Loaded configuration for TEVA: 3 features, 90.0% accuracy [2025-10-09T22:52:07.588554] [DEBUG] [LOCAL ] Loaded configuration for WAB: 1 features, 70.0% accuracy [2025-10-09T22:52:07.588690] [DEBUG] [LOCAL ] Loaded configuration for MFAO: 1 features, 60.0% accuracy [2025-10-09T22:52:07.588808] [DEBUG] [LOCAL ] Loaded configuration for TG: 3 features, 70.0% accuracy [2025-10-09T22:52:07.588901] [DEBUG] [LOCAL ] Loaded configuration for KGS: 4 features, 80.0% accuracy [2025-10-09T22:52:07.589006] [DEBUG] [LOCAL ] Loaded configuration for MOS: 3 features, 60.0% accuracy [2025-10-09T22:52:07.589155] [DEBUG] [LOCAL ] Loaded configuration for BIP: 3 features, 80.0% accuracy [2025-10-09T22:52:07.589305] [DEBUG] [LOCAL ] Loaded configuration for VET: 2 features, 60.0% accuracy [2025-10-09T22:52:07.589413] [DEBUG] [LOCAL ] Loaded configuration for FCT: 3 features, 60.0% accuracy [2025-10-09T22:52:07.589520] [DEBUG] [LOCAL ] Loaded configuration for HLN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.589610] [DEBUG] [LOCAL ] Loaded configuration for HIW: 3 features, 80.0% accuracy [2025-10-09T22:52:07.589737] [DEBUG] [LOCAL ] Loaded configuration for BEP: 3 features, 90.0% accuracy [2025-10-09T22:52:07.589876] [DEBUG] [LOCAL ] Loaded configuration for TAP: 4 features, 90.0% accuracy [2025-10-09T22:52:07.590002] [DEBUG] [LOCAL ] Loaded configuration for HOUS: 2 features, 80.0% accuracy [2025-10-09T22:52:07.590145] [DEBUG] [LOCAL ] Loaded configuration for BBAI: 0 features, 90.0% accuracy [2025-10-09T22:52:07.590253] [DEBUG] [LOCAL ] Loaded configuration for FMS: 5 features, 80.0% accuracy [2025-10-09T22:52:07.590375] [DEBUG] [LOCAL ] Loaded configuration for AIN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.590456] [DEBUG] [LOCAL ] Loaded configuration for ESS: 2 features, 90.0% accuracy [2025-10-09T22:52:07.590597] [DEBUG] [LOCAL ] Loaded configuration for GHY: 4 features, 70.0% accuracy [2025-10-09T22:52:07.590772] [DEBUG] [LOCAL ] Loaded configuration for WMB: 1 features, 70.0% accuracy [2025-10-09T22:52:07.590933] [DEBUG] [LOCAL ] Loaded configuration for IPI: 4 features, 90.0% accuracy [2025-10-09T22:52:07.591071] [DEBUG] [LOCAL ] Loaded configuration for LEVI: 2 features, 80.0% accuracy [2025-10-09T22:52:07.591188] [DEBUG] [LOCAL ] Loaded configuration for ALX: 0 features, 90.0% accuracy [2025-10-09T22:52:07.591316] [DEBUG] [LOCAL ] Loaded configuration for ASC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.591422] [DEBUG] [LOCAL ] Loaded configuration for SM: 1 features, 70.0% accuracy [2025-10-09T22:52:07.591510] [DEBUG] [LOCAL ] Loaded configuration for DAY: 2 features, 70.0% accuracy [2025-10-09T22:52:07.591578] [DEBUG] [LOCAL ] Loaded configuration for BP: 3 features, 70.0% accuracy [2025-10-09T22:52:07.591699] [DEBUG] [LOCAL ] Loaded configuration for ECVT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.591822] [DEBUG] [LOCAL ] Loaded configuration for BLK: 2 features, 90.0% accuracy [2025-10-09T22:52:07.591933] [DEBUG] [LOCAL ] Loaded configuration for TPR: 5 features, 70.0% accuracy [2025-10-09T22:52:07.592066] [DEBUG] [LOCAL ] Loaded configuration for SG: 5 features, 90.0% accuracy [2025-10-09T22:52:07.592220] [DEBUG] [LOCAL ] Loaded configuration for INN: 6 features, 80.0% accuracy [2025-10-09T22:52:07.592309] [DEBUG] [LOCAL ] Loaded configuration for KVUE: 3 features, 90.0% accuracy [2025-10-09T22:52:07.592396] [DEBUG] [LOCAL ] Loaded configuration for MITT: 1 features, 80.0% accuracy [2025-10-09T22:52:07.592528] [DEBUG] [LOCAL ] Loaded configuration for WRB: 2 features, 70.0% accuracy [2025-10-09T22:52:07.592638] [DEBUG] [LOCAL ] Loaded configuration for VNCE: 2 features, 70.0% accuracy [2025-10-09T22:52:07.592772] [DEBUG] [LOCAL ] Loaded configuration for VVV: 4 features, 90.0% accuracy [2025-10-09T22:52:07.592885] [DEBUG] [LOCAL ] Loaded configuration for SKIL: 4 features, 80.0% accuracy [2025-10-09T22:52:07.593014] [DEBUG] [LOCAL ] Loaded configuration for GPOR: 5 features, 80.0% accuracy [2025-10-09T22:52:07.593132] [DEBUG] [LOCAL ] Loaded configuration for BDC: 1 features, 80.0% accuracy [2025-10-09T22:52:07.593241] [DEBUG] [LOCAL ] Loaded configuration for BKKT: 2 features, 80.0% accuracy [2025-10-09T22:52:07.593350] [DEBUG] [LOCAL ] Loaded configuration for SYK: 2 features, 60.0% accuracy [2025-10-09T22:52:07.593482] [DEBUG] [LOCAL ] Loaded configuration for CSL: 2 features, 40.0% accuracy [2025-10-09T22:52:07.593613] [DEBUG] [LOCAL ] Loaded configuration for CVE: 2 features, 60.0% accuracy [2025-10-09T22:52:07.593779] [DEBUG] [LOCAL ] Loaded configuration for ELC: 2 features, 90.0% accuracy [2025-10-09T22:52:07.593886] [DEBUG] [LOCAL ] Loaded configuration for CAH: 2 features, 60.0% accuracy [2025-10-09T22:52:07.593992] [DEBUG] [LOCAL ] Loaded configuration for TTC: 3 features, 50.0% accuracy [2025-10-09T22:52:07.594116] [DEBUG] [LOCAL ] Loaded configuration for EGY: 2 features, 80.0% accuracy [2025-10-09T22:52:07.594223] [DEBUG] [LOCAL ] Loaded configuration for ARCO: 1 features, 90.0% accuracy [2025-10-09T22:52:07.594318] [DEBUG] [LOCAL ] Loaded configuration for DVA: 3 features, 60.0% accuracy [2025-10-09T22:52:07.594384] [DEBUG] [LOCAL ] Loaded configuration for TBN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.594468] [DEBUG] [LOCAL ] Loaded configuration for CPA: 1 features, 60.0% accuracy [2025-10-09T22:52:07.594556] [DEBUG] [LOCAL ] Loaded configuration for SMG: 0 features, 70.0% accuracy [2025-10-09T22:52:07.594683] [DEBUG] [LOCAL ] Loaded configuration for USNA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.594823] [DEBUG] [LOCAL ] Loaded configuration for GM: 4 features, 70.0% accuracy [2025-10-09T22:52:07.594939] [DEBUG] [LOCAL ] Loaded configuration for K: 3 features, 60.0% accuracy [2025-10-09T22:52:07.595037] [DEBUG] [LOCAL ] Loaded configuration for BVN: 1 features, 80.0% accuracy [2025-10-09T22:52:07.595167] [DEBUG] [LOCAL ] Loaded configuration for THS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.595257] [DEBUG] [LOCAL ] Loaded configuration for BGB: 4 features, 80.0% accuracy [2025-10-09T22:52:07.595357] [DEBUG] [LOCAL ] Loaded configuration for ITT: 5 features, 80.0% accuracy [2025-10-09T22:52:07.595483] [DEBUG] [LOCAL ] Loaded configuration for GCV: 2 features, 70.0% accuracy [2025-10-09T22:52:07.595608] [DEBUG] [LOCAL ] Loaded configuration for AGO: 3 features, 80.0% accuracy [2025-10-09T22:52:07.596066] [DEBUG] [LOCAL ] Loaded configuration for TECK: 2 features, 80.0% accuracy [2025-10-09T22:52:07.596189] [DEBUG] [LOCAL ] Loaded configuration for SDHC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.596315] [DEBUG] [LOCAL ] Loaded configuration for COTY: 4 features, 70.0% accuracy [2025-10-09T22:52:07.596404] [DEBUG] [LOCAL ] Loaded configuration for EQT: 0 features, 60.0% accuracy [2025-10-09T22:52:07.596510] [DEBUG] [LOCAL ] Loaded configuration for CF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.596681] [DEBUG] [LOCAL ] Loaded configuration for INFA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.596790] [DEBUG] [LOCAL ] Loaded configuration for UTL: 4 features, 80.0% accuracy [2025-10-09T22:52:07.596897] [DEBUG] [LOCAL ] Loaded configuration for LLY: 0 features, 60.0% accuracy [2025-10-09T22:52:07.596985] [DEBUG] [LOCAL ] Loaded configuration for KLC: 3 features, 80.0% accuracy [2025-10-09T22:52:07.597084] [DEBUG] [LOCAL ] Loaded configuration for HTD: 0 features, 80.0% accuracy [2025-10-09T22:52:07.597212] [DEBUG] [LOCAL ] Loaded configuration for EQNR: 3 features, 70.0% accuracy [2025-10-09T22:52:07.597320] [DEBUG] [LOCAL ] Loaded configuration for ALV: 2 features, 80.0% accuracy [2025-10-09T22:52:07.597460] [DEBUG] [LOCAL ] Loaded configuration for ZVIA: 1 features, 70.0% accuracy [2025-10-09T22:52:07.597556] [DEBUG] [LOCAL ] Loaded configuration for CII: 0 features, 60.0% accuracy [2025-10-09T22:52:07.597766] [DEBUG] [LOCAL ] Loaded configuration for JHG: 1 features, 100.0% accuracy [2025-10-09T22:52:07.597892] [DEBUG] [LOCAL ] Loaded configuration for CNP: 2 features, 70.0% accuracy [2025-10-09T22:52:07.598000] [DEBUG] [LOCAL ] Loaded configuration for DKS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.598109] [DEBUG] [LOCAL ] Loaded configuration for DIS: 1 features, 60.0% accuracy [2025-10-09T22:52:07.598234] [DEBUG] [LOCAL ] Loaded configuration for GS: 3 features, 80.0% accuracy [2025-10-09T22:52:07.598366] [DEBUG] [LOCAL ] Loaded configuration for KEN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.598512] [DEBUG] [LOCAL ] Loaded configuration for MBI: 1 features, 60.0% accuracy [2025-10-09T22:52:07.598636] [DEBUG] [LOCAL ] Loaded configuration for CNMD: 2 features, 60.0% accuracy [2025-10-09T22:52:07.598765] [DEBUG] [LOCAL ] Loaded configuration for KSS: 4 features, 80.0% accuracy [2025-10-09T22:52:07.598910] [DEBUG] [LOCAL ] Loaded configuration for HLI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.599035] [DEBUG] [LOCAL ] Loaded configuration for EPRT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.599160] [DEBUG] [LOCAL ] Loaded configuration for CNO: 2 features, 60.0% accuracy [2025-10-09T22:52:07.599253] [DEBUG] [LOCAL ] Loaded configuration for LYV: 4 features, 80.0% accuracy [2025-10-09T22:52:07.599342] [DEBUG] [LOCAL ] Loaded configuration for VTMX: 5 features, 80.0% accuracy [2025-10-09T22:52:07.599448] [DEBUG] [LOCAL ] Loaded configuration for BNH: 1 features, 60.0% accuracy [2025-10-09T22:52:07.599555] [DEBUG] [LOCAL ] Loaded configuration for HD: 3 features, 80.0% accuracy [2025-10-09T22:52:07.599906] [DEBUG] [LOCAL ] Loaded configuration for CANG: 4 features, 70.0% accuracy [2025-10-09T22:52:07.600027] [DEBUG] [LOCAL ] Loaded configuration for WEA: 4 features, 90.0% accuracy [2025-10-09T22:52:07.600136] [DEBUG] [LOCAL ] Loaded configuration for KEYS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.600277] [DEBUG] [LOCAL ] Loaded configuration for BHE: 3 features, 70.0% accuracy [2025-10-09T22:52:07.600399] [DEBUG] [LOCAL ] Loaded configuration for SRFM: 2 features, 80.0% accuracy [2025-10-09T22:52:07.600519] [DEBUG] [LOCAL ] Loaded configuration for SLQT: 5 features, 60.0% accuracy [2025-10-09T22:52:07.600625] [DEBUG] [LOCAL ] Loaded configuration for IQV: 3 features, 70.0% accuracy [2025-10-09T22:52:07.600782] [DEBUG] [LOCAL ] Loaded configuration for DLB: 2 features, 70.0% accuracy [2025-10-09T22:52:07.600897] [DEBUG] [LOCAL ] Loaded configuration for GHI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.601003] [DEBUG] [LOCAL ] Loaded configuration for LITB: 4 features, 100.0% accuracy [2025-10-09T22:52:07.601099] [DEBUG] [LOCAL ] Loaded configuration for SSD: 1 features, 50.0% accuracy [2025-10-09T22:52:07.601217] [DEBUG] [LOCAL ] Loaded configuration for SID: 3 features, 70.0% accuracy [2025-10-09T22:52:07.601324] [DEBUG] [LOCAL ] Loaded configuration for TDY: 4 features, 70.0% accuracy [2025-10-09T22:52:07.601429] [DEBUG] [LOCAL ] Loaded configuration for BW: 4 features, 90.0% accuracy [2025-10-09T22:52:07.601549] [DEBUG] [LOCAL ] Loaded configuration for FE: 4 features, 80.0% accuracy [2025-10-09T22:52:07.601680] [DEBUG] [LOCAL ] Loaded configuration for CPAY: 1 features, 60.0% accuracy [2025-10-09T22:52:07.601803] [DEBUG] [LOCAL ] Loaded configuration for HMY: 3 features, 70.0% accuracy [2025-10-09T22:52:07.601923] [DEBUG] [LOCAL ] Loaded configuration for EOD: 3 features, 60.0% accuracy [2025-10-09T22:52:07.602049] [DEBUG] [LOCAL ] Loaded configuration for LSPD: 4 features, 70.0% accuracy [2025-10-09T22:52:07.602163] [DEBUG] [LOCAL ] Loaded configuration for AFB: 3 features, 80.0% accuracy [2025-10-09T22:52:07.602285] [DEBUG] [LOCAL ] Loaded configuration for ZIP: 2 features, 70.0% accuracy [2025-10-09T22:52:07.602393] [DEBUG] [LOCAL ] Loaded configuration for CLB: 1 features, 70.0% accuracy [2025-10-09T22:52:07.602499] [DEBUG] [LOCAL ] Loaded configuration for HPP: 3 features, 70.0% accuracy [2025-10-09T22:52:07.602604] [DEBUG] [LOCAL ] Loaded configuration for ARLO: 6 features, 60.0% accuracy [2025-10-09T22:52:07.602748] [DEBUG] [LOCAL ] Loaded configuration for GVA: 2 features, 80.0% accuracy [2025-10-09T22:52:07.602861] [DEBUG] [LOCAL ] Loaded configuration for ARI: 2 features, 80.0% accuracy [2025-10-09T22:52:07.603203] [DEBUG] [LOCAL ] Loaded configuration for DTW: 1 features, 80.0% accuracy [2025-10-09T22:52:07.603298] [DEBUG] [LOCAL ] Loaded configuration for AA: 5 features, 100.0% accuracy [2025-10-09T22:52:07.603384] [DEBUG] [LOCAL ] Loaded configuration for DSMC: 3 features, 80.0% accuracy [2025-10-09T22:52:07.603733] [DEBUG] [LOCAL ] Loaded configuration for GLOB: 3 features, 70.0% accuracy [2025-10-09T22:52:07.603854] [DEBUG] [LOCAL ] Loaded configuration for CDRE: 3 features, 80.0% accuracy [2025-10-09T22:52:07.603961] [DEBUG] [LOCAL ] Loaded configuration for JEQ: 1 features, 80.0% accuracy [2025-10-09T22:52:07.604079] [DEBUG] [LOCAL ] Loaded configuration for CSV: 2 features, 60.0% accuracy [2025-10-09T22:52:07.604184] [DEBUG] [LOCAL ] Loaded configuration for CCS: 2 features, 100.0% accuracy [2025-10-09T22:52:07.604298] [DEBUG] [LOCAL ] Loaded configuration for THIR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.604376] [DEBUG] [LOCAL ] Loaded configuration for SRE: 2 features, 90.0% accuracy [2025-10-09T22:52:07.604480] [DEBUG] [LOCAL ] Loaded configuration for FFA: 3 features, 80.0% accuracy [2025-10-09T22:52:07.604586] [DEBUG] [LOCAL ] Loaded configuration for STE: 1 features, 90.0% accuracy [2025-10-09T22:52:07.604760] [DEBUG] [LOCAL ] Loaded configuration for CCU: 3 features, 80.0% accuracy [2025-10-09T22:52:07.604877] [DEBUG] [LOCAL ] Loaded configuration for ALG: 1 features, 100.0% accuracy [2025-10-09T22:52:07.604989] [DEBUG] [LOCAL ] Loaded configuration for GPMT: 3 features, 100.0% accuracy [2025-10-09T22:52:07.605108] [DEBUG] [LOCAL ] Loaded configuration for CIG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.605215] [DEBUG] [LOCAL ] Loaded configuration for MDST: 1 features, 70.0% accuracy [2025-10-09T22:52:07.605338] [DEBUG] [LOCAL ] Loaded configuration for UZE: 4 features, 60.0% accuracy [2025-10-09T22:52:07.605464] [DEBUG] [LOCAL ] Loaded configuration for SBI: 2 features, 90.0% accuracy [2025-10-09T22:52:07.605584] [DEBUG] [LOCAL ] Loaded configuration for GBX: 2 features, 90.0% accuracy [2025-10-09T22:52:07.605722] [DEBUG] [LOCAL ] Loaded configuration for AIZN: 1 features, 80.0% accuracy [2025-10-09T22:52:07.605810] [DEBUG] [LOCAL ] Loaded configuration for DSU: 1 features, 80.0% accuracy [2025-10-09T22:52:07.605915] [DEBUG] [LOCAL ] Loaded configuration for TPC: 1 features, 80.0% accuracy [2025-10-09T22:52:07.606022] [DEBUG] [LOCAL ] Loaded configuration for EHI: 4 features, 80.0% accuracy [2025-10-09T22:52:07.606128] [DEBUG] [LOCAL ] Loaded configuration for TYG: 0 features, 70.0% accuracy [2025-10-09T22:52:07.606247] [DEBUG] [LOCAL ] Loaded configuration for VLRS: 0 features, 60.0% accuracy [2025-10-09T22:52:07.606357] [DEBUG] [LOCAL ] Loaded configuration for CBNA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.606534] [DEBUG] [LOCAL ] Loaded configuration for UTF: 3 features, 70.0% accuracy [2025-10-09T22:52:07.606680] [DEBUG] [LOCAL ] Loaded configuration for WBS: 0 features, 80.0% accuracy [2025-10-09T22:52:07.606772] [DEBUG] [LOCAL ] Loaded configuration for HAL: 2 features, 80.0% accuracy [2025-10-09T22:52:07.606839] [DEBUG] [LOCAL ] Loaded configuration for AHH: 3 features, 100.0% accuracy [2025-10-09T22:52:07.606912] [DEBUG] [LOCAL ] Loaded configuration for TDG: 2 features, 60.0% accuracy [2025-10-09T22:52:07.606998] [DEBUG] [LOCAL ] Loaded configuration for BBDO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.607113] [DEBUG] [LOCAL ] Loaded configuration for ENFY: 3 features, 60.0% accuracy [2025-10-09T22:52:07.607210] [DEBUG] [LOCAL ] Loaded configuration for SBR: 2 features, 70.0% accuracy [2025-10-09T22:52:07.607322] [DEBUG] [LOCAL ] Loaded configuration for WU: 3 features, 80.0% accuracy [2025-10-09T22:52:07.607453] [DEBUG] [LOCAL ] Loaded configuration for RYAN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.607560] [DEBUG] [LOCAL ] Loaded configuration for UIS: 4 features, 70.0% accuracy [2025-10-09T22:52:07.607754] [DEBUG] [LOCAL ] Loaded configuration for CWAN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.607898] [DEBUG] [LOCAL ] Loaded configuration for CAE: 5 features, 70.0% accuracy [2025-10-09T22:52:07.608005] [DEBUG] [LOCAL ] Loaded configuration for CBU: 3 features, 80.0% accuracy [2025-10-09T22:52:07.608093] [DEBUG] [LOCAL ] Loaded configuration for LNC: 4 features, 80.0% accuracy [2025-10-09T22:52:07.608158] [DEBUG] [LOCAL ] Loaded configuration for SBSW: 1 features, 50.0% accuracy [2025-10-09T22:52:07.608257] [DEBUG] [LOCAL ] Loaded configuration for SPRU: 4 features, 90.0% accuracy [2025-10-09T22:52:07.608368] [DEBUG] [LOCAL ] Loaded configuration for TKO: 3 features, 60.0% accuracy [2025-10-09T22:52:07.608493] [DEBUG] [LOCAL ] Loaded configuration for GTY: 3 features, 90.0% accuracy [2025-10-09T22:52:07.608639] [DEBUG] [LOCAL ] Loaded configuration for WEX: 5 features, 90.0% accuracy [2025-10-09T22:52:07.608781] [DEBUG] [LOCAL ] Loaded configuration for SCI: 1 features, 90.0% accuracy [2025-10-09T22:52:07.608877] [DEBUG] [LOCAL ] Loaded configuration for ETW: 4 features, 80.0% accuracy [2025-10-09T22:52:07.608996] [DEBUG] [LOCAL ] Loaded configuration for KFRC: 1 features, 90.0% accuracy [2025-10-09T22:52:07.609117] [DEBUG] [LOCAL ] Loaded configuration for BCH: 1 features, 70.0% accuracy [2025-10-09T22:52:07.609233] [DEBUG] [LOCAL ] Loaded configuration for BWSN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.609314] [DEBUG] [LOCAL ] Loaded configuration for MGA: 1 features, 90.0% accuracy [2025-10-09T22:52:07.609410] [DEBUG] [LOCAL ] Loaded configuration for GEO: 1 features, 50.0% accuracy [2025-10-09T22:52:07.609516] [DEBUG] [LOCAL ] Loaded configuration for SABA: 2 features, 70.0% accuracy [2025-10-09T22:52:07.609684] [DEBUG] [LOCAL ] Loaded configuration for MOV: 2 features, 80.0% accuracy [2025-10-09T22:52:07.609836] [DEBUG] [LOCAL ] Loaded configuration for HSY: 1 features, 70.0% accuracy [2025-10-09T22:52:07.609952] [DEBUG] [LOCAL ] Loaded configuration for DCI: 3 features, 90.0% accuracy [2025-10-09T22:52:07.610043] [DEBUG] [LOCAL ] Loaded configuration for VTN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.610150] [DEBUG] [LOCAL ] Loaded configuration for MHD: 2 features, 80.0% accuracy [2025-10-09T22:52:07.610268] [DEBUG] [LOCAL ] Loaded configuration for EHC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.610406] [DEBUG] [LOCAL ] Loaded configuration for LTH: 0 features, 70.0% accuracy [2025-10-09T22:52:07.610730] [DEBUG] [LOCAL ] Loaded configuration for SAM: 1 features, 90.0% accuracy [2025-10-09T22:52:07.610846] [DEBUG] [LOCAL ] Loaded configuration for HWM: 2 features, 90.0% accuracy [2025-10-09T22:52:07.610996] [DEBUG] [LOCAL ] Loaded configuration for VVX: 1 features, 100.0% accuracy [2025-10-09T22:52:07.611112] [DEBUG] [LOCAL ] Loaded configuration for CLS: 3 features, 80.0% accuracy [2025-10-09T22:52:07.611231] [DEBUG] [LOCAL ] Loaded configuration for HOMB: 1 features, 90.0% accuracy [2025-10-09T22:52:07.611360] [DEBUG] [LOCAL ] Loaded configuration for LCII: 1 features, 100.0% accuracy [2025-10-09T22:52:07.611486] [DEBUG] [LOCAL ] Loaded configuration for BDX: 3 features, 80.0% accuracy [2025-10-09T22:52:07.611583] [DEBUG] [LOCAL ] Loaded configuration for HBB: 4 features, 70.0% accuracy [2025-10-09T22:52:07.611707] [DEBUG] [LOCAL ] Loaded configuration for MET: 0 features, 50.0% accuracy [2025-10-09T22:52:07.611834] [DEBUG] [LOCAL ] Loaded configuration for GDV: 2 features, 70.0% accuracy [2025-10-09T22:52:07.611939] [DEBUG] [LOCAL ] Loaded configuration for GE: 3 features, 90.0% accuracy [2025-10-09T22:52:07.612027] [DEBUG] [LOCAL ] Loaded configuration for BCC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.612111] [DEBUG] [LOCAL ] Loaded configuration for EL: 3 features, 90.0% accuracy [2025-10-09T22:52:07.612198] [DEBUG] [LOCAL ] Loaded configuration for MANU: 3 features, 70.0% accuracy [2025-10-09T22:52:07.612282] [DEBUG] [LOCAL ] Loaded configuration for TMHC: 5 features, 90.0% accuracy [2025-10-09T22:52:07.612370] [DEBUG] [LOCAL ] Loaded configuration for MFM: 4 features, 80.0% accuracy [2025-10-09T22:52:07.612473] [DEBUG] [LOCAL ] Loaded configuration for DHT: 4 features, 80.0% accuracy [2025-10-09T22:52:07.612580] [DEBUG] [LOCAL ] Loaded configuration for FR: 1 features, 80.0% accuracy [2025-10-09T22:52:07.612736] [DEBUG] [LOCAL ] Loaded configuration for MCI: 5 features, 90.0% accuracy [2025-10-09T22:52:07.612842] [DEBUG] [LOCAL ] Loaded configuration for WBX: 1 features, 90.0% accuracy [2025-10-09T22:52:07.612947] [DEBUG] [LOCAL ] Loaded configuration for YRD: 1 features, 60.0% accuracy [2025-10-09T22:52:07.613090] [DEBUG] [LOCAL ] Loaded configuration for SHOC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.613210] [DEBUG] [LOCAL ] Loaded configuration for GPC: 0 features, 80.0% accuracy [2025-10-09T22:52:07.613322] [DEBUG] [LOCAL ] Loaded configuration for AWI: 3 features, 80.0% accuracy [2025-10-09T22:52:07.613439] [DEBUG] [LOCAL ] Loaded configuration for GNE: 4 features, 100.0% accuracy [2025-10-09T22:52:07.613527] [DEBUG] [LOCAL ] Loaded configuration for BWLP: 2 features, 80.0% accuracy [2025-10-09T22:52:07.613621] [DEBUG] [LOCAL ] Loaded configuration for DKL: 1 features, 70.0% accuracy [2025-10-09T22:52:07.613766] [DEBUG] [LOCAL ] Loaded configuration for GPN: 1 features, 50.0% accuracy [2025-10-09T22:52:07.613872] [DEBUG] [LOCAL ] Loaded configuration for TRGP: 2 features, 90.0% accuracy [2025-10-09T22:52:07.613960] [DEBUG] [LOCAL ] Loaded configuration for INFY: 1 features, 80.0% accuracy [2025-10-09T22:52:07.614043] [DEBUG] [LOCAL ] Loaded configuration for DFP: 2 features, 80.0% accuracy [2025-10-09T22:52:07.614164] [DEBUG] [LOCAL ] Loaded configuration for CGV: 1 features, 70.0% accuracy [2025-10-09T22:52:07.614488] [DEBUG] [LOCAL ] Loaded configuration for TM: 0 features, 50.0% accuracy [2025-10-09T22:52:07.614596] [DEBUG] [LOCAL ] Loaded configuration for SMHI: 1 features, 60.0% accuracy [2025-10-09T22:52:07.614930] [DEBUG] [LOCAL ] Loaded configuration for TOST: 4 features, 90.0% accuracy [2025-10-09T22:52:07.615057] [DEBUG] [LOCAL ] Loaded configuration for AROC: 2 features, 60.0% accuracy [2025-10-09T22:52:07.615217] [DEBUG] [LOCAL ] Loaded configuration for ESTC: 4 features, 70.0% accuracy [2025-10-09T22:52:07.615325] [DEBUG] [LOCAL ] Loaded configuration for BWXT: 3 features, 90.0% accuracy [2025-10-09T22:52:07.615430] [DEBUG] [LOCAL ] Loaded configuration for GRDN: 1 features, 50.0% accuracy [2025-10-09T22:52:07.615556] [DEBUG] [LOCAL ] Loaded configuration for ZH: 4 features, 80.0% accuracy [2025-10-09T22:52:07.615672] [DEBUG] [LOCAL ] Loaded configuration for DRH: 2 features, 90.0% accuracy [2025-10-09T22:52:07.615806] [DEBUG] [LOCAL ] Loaded configuration for SFB: 3 features, 80.0% accuracy [2025-10-09T22:52:07.615968] [DEBUG] [LOCAL ] Loaded configuration for FAF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.616074] [DEBUG] [LOCAL ] Loaded configuration for TFC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.616199] [DEBUG] [LOCAL ] Loaded configuration for BOH: 3 features, 90.0% accuracy [2025-10-09T22:52:07.616354] [DEBUG] [LOCAL ] Loaded configuration for MMC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.616479] [DEBUG] [LOCAL ] Loaded configuration for STK: 1 features, 80.0% accuracy [2025-10-09T22:52:07.616604] [DEBUG] [LOCAL ] Loaded configuration for DEO: 4 features, 90.0% accuracy [2025-10-09T22:52:07.616771] [DEBUG] [LOCAL ] Loaded configuration for FERG: 3 features, 90.0% accuracy [2025-10-09T22:52:07.616887] [DEBUG] [LOCAL ] Loaded configuration for JILL: 2 features, 80.0% accuracy [2025-10-09T22:52:07.617177] [DEBUG] [LOCAL ] Loaded configuration for CIA: 1 features, 100.0% accuracy [2025-10-09T22:52:07.617267] [DEBUG] [LOCAL ] Loaded configuration for IFS: 4 features, 80.0% accuracy [2025-10-09T22:52:07.617526] [DEBUG] [LOCAL ] Loaded configuration for SPB: 2 features, 70.0% accuracy [2025-10-09T22:52:07.617710] [DEBUG] [LOCAL ] Loaded configuration for UMC: 4 features, 60.0% accuracy [2025-10-09T22:52:07.617839] [DEBUG] [LOCAL ] Loaded configuration for MMT: 4 features, 50.0% accuracy [2025-10-09T22:52:07.617959] [DEBUG] [LOCAL ] Loaded configuration for TWI: 0 features, 70.0% accuracy [2025-10-09T22:52:07.618086] [DEBUG] [LOCAL ] Loaded configuration for MLM: 0 features, 60.0% accuracy [2025-10-09T22:52:07.618175] [DEBUG] [LOCAL ] Loaded configuration for ACM: 2 features, 50.0% accuracy [2025-10-09T22:52:07.618278] [DEBUG] [LOCAL ] Loaded configuration for TPVG: 2 features, 60.0% accuracy [2025-10-09T22:52:07.618405] [DEBUG] [LOCAL ] Loaded configuration for WSR: 1 features, 50.0% accuracy [2025-10-09T22:52:07.618513] [DEBUG] [LOCAL ] Loaded configuration for TDOC: 4 features, 80.0% accuracy [2025-10-09T22:52:07.618600] [DEBUG] [LOCAL ] Loaded configuration for KAI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.618731] [DEBUG] [LOCAL ] Loaded configuration for ALLY: 2 features, 70.0% accuracy [2025-10-09T22:52:07.618858] [DEBUG] [LOCAL ] Loaded configuration for EDU: 2 features, 70.0% accuracy [2025-10-09T22:52:07.618979] [DEBUG] [LOCAL ] Loaded configuration for TWO: 4 features, 90.0% accuracy [2025-10-09T22:52:07.619118] [DEBUG] [LOCAL ] Loaded configuration for AMTD: 7 features, 90.0% accuracy [2025-10-09T22:52:07.619243] [DEBUG] [LOCAL ] Loaded configuration for ATEN: 1 features, 60.0% accuracy [2025-10-09T22:52:07.619376] [DEBUG] [LOCAL ] Loaded configuration for FIS: 3 features, 80.0% accuracy [2025-10-09T22:52:07.619466] [DEBUG] [LOCAL ] Loaded configuration for INGR: 5 features, 90.0% accuracy [2025-10-09T22:52:07.619572] [DEBUG] [LOCAL ] Loaded configuration for FINV: 3 features, 90.0% accuracy [2025-10-09T22:52:07.619706] [DEBUG] [LOCAL ] Loaded configuration for ENO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.619796] [DEBUG] [LOCAL ] Loaded configuration for C: 3 features, 70.0% accuracy [2025-10-09T22:52:07.619919] [DEBUG] [LOCAL ] Loaded configuration for WOR: 2 features, 70.0% accuracy [2025-10-09T22:52:07.620055] [DEBUG] [LOCAL ] Loaded configuration for EOG: 1 features, 80.0% accuracy [2025-10-09T22:52:07.620163] [DEBUG] [LOCAL ] Loaded configuration for HQH: 2 features, 80.0% accuracy [2025-10-09T22:52:07.620283] [DEBUG] [LOCAL ] Loaded configuration for SFBS: 1 features, 90.0% accuracy [2025-10-09T22:52:07.620392] [DEBUG] [LOCAL ] Loaded configuration for WWW: 2 features, 70.0% accuracy [2025-10-09T22:52:07.620498] [DEBUG] [LOCAL ] Loaded configuration for BOE: 3 features, 70.0% accuracy [2025-10-09T22:52:07.620619] [DEBUG] [LOCAL ] Loaded configuration for LC: 4 features, 80.0% accuracy [2025-10-09T22:52:07.620757] [DEBUG] [LOCAL ] Loaded configuration for SB: 3 features, 90.0% accuracy [2025-10-09T22:52:07.620863] [DEBUG] [LOCAL ] Loaded configuration for VAC: 1 features, 90.0% accuracy [2025-10-09T22:52:07.620978] [DEBUG] [LOCAL ] Loaded configuration for LB: 5 features, 80.0% accuracy [2025-10-09T22:52:07.621075] [DEBUG] [LOCAL ] Loaded configuration for VPV: 1 features, 80.0% accuracy [2025-10-09T22:52:07.621172] [DEBUG] [LOCAL ] Loaded configuration for SLVM: 4 features, 90.0% accuracy [2025-10-09T22:52:07.621257] [DEBUG] [LOCAL ] Loaded configuration for DOC: 1 features, 50.0% accuracy [2025-10-09T22:52:07.621364] [DEBUG] [LOCAL ] Loaded configuration for GD: 0 features, 90.0% accuracy [2025-10-09T22:52:07.621486] [DEBUG] [LOCAL ] Loaded configuration for MAIN: 4 features, 100.0% accuracy [2025-10-09T22:52:07.621575] [DEBUG] [LOCAL ] Loaded configuration for AL: 2 features, 80.0% accuracy [2025-10-09T22:52:07.621683] [DEBUG] [LOCAL ] Loaded configuration for LVS: 1 features, 60.0% accuracy [2025-10-09T22:52:07.621772] [DEBUG] [LOCAL ] Loaded configuration for THQ: 3 features, 60.0% accuracy [2025-10-09T22:52:07.621856] [DEBUG] [LOCAL ] Loaded configuration for SJM: 2 features, 60.0% accuracy [2025-10-09T22:52:07.621970] [DEBUG] [LOCAL ] Loaded configuration for HGLB: 2 features, 60.0% accuracy [2025-10-09T22:52:07.622068] [DEBUG] [LOCAL ] Loaded configuration for ANET: 2 features, 60.0% accuracy [2025-10-09T22:52:07.622172] [DEBUG] [LOCAL ] Loaded configuration for IDA: 1 features, 60.0% accuracy [2025-10-09T22:52:07.622284] [DEBUG] [LOCAL ] Loaded configuration for IRS: 1 features, 50.0% accuracy [2025-10-09T22:52:07.622404] [DEBUG] [LOCAL ] Loaded configuration for BKH: 1 features, 90.0% accuracy [2025-10-09T22:52:07.622518] [DEBUG] [LOCAL ] Loaded configuration for BGH: 0 features, 60.0% accuracy [2025-10-09T22:52:07.622625] [DEBUG] [LOCAL ] Loaded configuration for VLTO: 2 features, 60.0% accuracy [2025-10-09T22:52:07.622781] [DEBUG] [LOCAL ] Loaded configuration for BXSL: 5 features, 80.0% accuracy [2025-10-09T22:52:07.622880] [DEBUG] [LOCAL ] Loaded configuration for FN: 1 features, 50.0% accuracy [2025-10-09T22:52:07.623005] [DEBUG] [LOCAL ] Loaded configuration for SON: 4 features, 80.0% accuracy [2025-10-09T22:52:07.623123] [DEBUG] [LOCAL ] Loaded configuration for TRU: 0 features, 70.0% accuracy [2025-10-09T22:52:07.623242] [DEBUG] [LOCAL ] Loaded configuration for ASGN: 1 features, 80.0% accuracy [2025-10-09T22:52:07.623349] [DEBUG] [LOCAL ] Loaded configuration for FLNG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.623467] [DEBUG] [LOCAL ] Loaded configuration for ESNT: 2 features, 60.0% accuracy [2025-10-09T22:52:07.623576] [DEBUG] [LOCAL ] Loaded configuration for BN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.623744] [DEBUG] [LOCAL ] Loaded configuration for IVT: 4 features, 80.0% accuracy [2025-10-09T22:52:07.623903] [DEBUG] [LOCAL ] Loaded configuration for ACEL: 1 features, 80.0% accuracy [2025-10-09T22:52:07.624030] [DEBUG] [LOCAL ] Loaded configuration for MODG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.624146] [DEBUG] [LOCAL ] Loaded configuration for DB: 1 features, 60.0% accuracy [2025-10-09T22:52:07.624225] [DEBUG] [LOCAL ] Loaded configuration for CLF: 1 features, 60.0% accuracy [2025-10-09T22:52:07.624309] [DEBUG] [LOCAL ] Loaded configuration for ELV: 1 features, 70.0% accuracy [2025-10-09T22:52:07.624398] [DEBUG] [LOCAL ] Loaded configuration for GGT: 0 features, 90.0% accuracy [2025-10-09T22:52:07.624500] [DEBUG] [LOCAL ] Loaded configuration for JMIA: 1 features, 60.0% accuracy [2025-10-09T22:52:07.624589] [DEBUG] [LOCAL ] Loaded configuration for CLW: 0 features, 60.0% accuracy [2025-10-09T22:52:07.624738] [DEBUG] [LOCAL ] Loaded configuration for AUNA: 1 features, 100.0% accuracy [2025-10-09T22:52:07.624848] [DEBUG] [LOCAL ] Loaded configuration for BCE: 4 features, 80.0% accuracy [2025-10-09T22:52:07.624971] [DEBUG] [LOCAL ] Loaded configuration for TNC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.625080] [DEBUG] [LOCAL ] Loaded configuration for DXYZ: 1 features, 80.0% accuracy [2025-10-09T22:52:07.625465] [DEBUG] [LOCAL ] Loaded configuration for BKE: 8 features, 80.0% accuracy [2025-10-09T22:52:07.625554] [DEBUG] [LOCAL ] Loaded configuration for BAX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.625639] [DEBUG] [LOCAL ] Loaded configuration for LND: 1 features, 80.0% accuracy [2025-10-09T22:52:07.625801] [DEBUG] [LOCAL ] Loaded configuration for SEE: 3 features, 80.0% accuracy [2025-10-09T22:52:07.625925] [DEBUG] [LOCAL ] Loaded configuration for SW: 1 features, 100.0% accuracy [2025-10-09T22:52:07.626033] [DEBUG] [LOCAL ] Loaded configuration for ABT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.626121] [DEBUG] [LOCAL ] Loaded configuration for GFI: 3 features, 80.0% accuracy [2025-10-09T22:52:07.626245] [DEBUG] [LOCAL ] Loaded configuration for MMD: 2 features, 80.0% accuracy [2025-10-09T22:52:07.626356] [DEBUG] [LOCAL ] Loaded configuration for BRT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.626463] [DEBUG] [LOCAL ] Loaded configuration for DMB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.626576] [DEBUG] [LOCAL ] Loaded configuration for DVN: 4 features, 70.0% accuracy [2025-10-09T22:52:07.626715] [DEBUG] [LOCAL ] Loaded configuration for ETB: 0 features, 70.0% accuracy [2025-10-09T22:52:07.626822] [DEBUG] [LOCAL ] Loaded configuration for FPI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.626941] [DEBUG] [LOCAL ] Loaded configuration for EGP: 1 features, 70.0% accuracy [2025-10-09T22:52:07.627061] [DEBUG] [LOCAL ] Loaded configuration for SDHY: 2 features, 60.0% accuracy [2025-10-09T22:52:07.627168] [DEBUG] [LOCAL ] Loaded configuration for USFD: 3 features, 80.0% accuracy [2025-10-09T22:52:07.627272] [DEBUG] [LOCAL ] Loaded configuration for CCIF: 1 features, 70.0% accuracy [2025-10-09T22:52:07.627377] [DEBUG] [LOCAL ] Loaded configuration for FDP: 2 features, 100.0% accuracy [2025-10-09T22:52:07.627482] [DEBUG] [LOCAL ] Loaded configuration for SGHC: 3 features, 90.0% accuracy [2025-10-09T22:52:07.627569] [DEBUG] [LOCAL ] Loaded configuration for HUM: 2 features, 90.0% accuracy [2025-10-09T22:52:07.627728] [DEBUG] [LOCAL ] Loaded configuration for BXMT: 5 features, 70.0% accuracy [2025-10-09T22:52:07.627836] [DEBUG] [LOCAL ] Loaded configuration for SPE: 2 features, 70.0% accuracy [2025-10-09T22:52:07.627955] [DEBUG] [LOCAL ] Loaded configuration for SOLV: 1 features, 70.0% accuracy [2025-10-09T22:52:07.628093] [DEBUG] [LOCAL ] Loaded configuration for WAL: 2 features, 70.0% accuracy [2025-10-09T22:52:07.628214] [DEBUG] [LOCAL ] Loaded configuration for THO: 1 features, 80.0% accuracy [2025-10-09T22:52:07.628307] [DEBUG] [LOCAL ] Loaded configuration for SOJD: 3 features, 80.0% accuracy [2025-10-09T22:52:07.628425] [DEBUG] [LOCAL ] Loaded configuration for ABCB: 6 features, 80.0% accuracy [2025-10-09T22:52:07.628545] [DEBUG] [LOCAL ] Loaded configuration for AEM: 2 features, 60.0% accuracy [2025-10-09T22:52:07.628682] [DEBUG] [LOCAL ] Loaded configuration for FMC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.628790] [DEBUG] [LOCAL ] Loaded configuration for KT: 5 features, 80.0% accuracy [2025-10-09T22:52:07.628909] [DEBUG] [LOCAL ] Loaded configuration for UNMA: 1 features, 70.0% accuracy [2025-10-09T22:52:07.629034] [DEBUG] [LOCAL ] Loaded configuration for GIS: 1 features, 100.0% accuracy [2025-10-09T22:52:07.629156] [DEBUG] [LOCAL ] Loaded configuration for AFGC: 0 features, 60.0% accuracy [2025-10-09T22:52:07.629263] [DEBUG] [LOCAL ] Loaded configuration for SWZ: 3 features, 70.0% accuracy [2025-10-09T22:52:07.629387] [DEBUG] [LOCAL ] Loaded configuration for EBF: 3 features, 80.0% accuracy [2025-10-09T22:52:07.629507] [DEBUG] [LOCAL ] Loaded configuration for DBRG: 3 features, 90.0% accuracy [2025-10-09T22:52:07.629632] [DEBUG] [LOCAL ] Loaded configuration for DAO: 1 features, 90.0% accuracy [2025-10-09T22:52:07.629768] [DEBUG] [LOCAL ] Loaded configuration for VTS: 3 features, 70.0% accuracy [2025-10-09T22:52:07.629894] [DEBUG] [LOCAL ] Loaded configuration for MMM: 5 features, 90.0% accuracy [2025-10-09T22:52:07.630034] [DEBUG] [LOCAL ] Loaded configuration for AIO: 6 features, 90.0% accuracy [2025-10-09T22:52:07.630141] [DEBUG] [LOCAL ] Loaded configuration for HGV: 3 features, 60.0% accuracy [2025-10-09T22:52:07.630273] [DEBUG] [LOCAL ] Loaded configuration for GTLS: 0 features, 70.0% accuracy [2025-10-09T22:52:07.630380] [DEBUG] [LOCAL ] Loaded configuration for BMEZ: 1 features, 70.0% accuracy [2025-10-09T22:52:07.630506] [DEBUG] [LOCAL ] Loaded configuration for GRMN: 2 features, 90.0% accuracy [2025-10-09T22:52:07.630627] [DEBUG] [LOCAL ] Loaded configuration for GCI: 1 features, 50.0% accuracy [2025-10-09T22:52:07.630746] [DEBUG] [LOCAL ] Loaded configuration for AXS: 2 features, 60.0% accuracy [2025-10-09T22:52:07.630837] [DEBUG] [LOCAL ] Loaded configuration for S: 5 features, 90.0% accuracy [2025-10-09T22:52:07.630944] [DEBUG] [LOCAL ] Loaded configuration for D: 1 features, 90.0% accuracy [2025-10-09T22:52:07.631063] [DEBUG] [LOCAL ] Loaded configuration for VKQ: 3 features, 70.0% accuracy [2025-10-09T22:52:07.631374] [DEBUG] [LOCAL ] Loaded configuration for CHPT: 2 features, 80.0% accuracy [2025-10-09T22:52:07.631502] [DEBUG] [LOCAL ] Loaded configuration for FTS: 0 features, 60.0% accuracy [2025-10-09T22:52:07.631610] [DEBUG] [LOCAL ] Loaded configuration for CCO: 3 features, 80.0% accuracy [2025-10-09T22:52:07.631772] [DEBUG] [LOCAL ] Loaded configuration for AMP: 2 features, 70.0% accuracy [2025-10-09T22:52:07.631861] [DEBUG] [LOCAL ] Loaded configuration for CBL: 3 features, 60.0% accuracy [2025-10-09T22:52:07.631926] [DEBUG] [LOCAL ] Loaded configuration for WPP: 1 features, 40.0% accuracy [2025-10-09T22:52:07.631989] [DEBUG] [LOCAL ] Loaded configuration for CVX: 4 features, 80.0% accuracy [2025-10-09T22:52:07.632070] [DEBUG] [LOCAL ] Loaded configuration for LAZ: 1 features, 70.0% accuracy [2025-10-09T22:52:07.632177] [DEBUG] [LOCAL ] Loaded configuration for IPG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.632296] [DEBUG] [LOCAL ] Loaded configuration for ICL: 3 features, 90.0% accuracy [2025-10-09T22:52:07.632444] [DEBUG] [LOCAL ] Loaded configuration for CRM: 2 features, 70.0% accuracy [2025-10-09T22:52:07.632569] [DEBUG] [LOCAL ] Loaded configuration for CNM: 2 features, 70.0% accuracy [2025-10-09T22:52:07.632693] [DEBUG] [LOCAL ] Loaded configuration for SRV: 4 features, 90.0% accuracy [2025-10-09T22:52:07.632793] [DEBUG] [LOCAL ] Loaded configuration for DTG: 0 features, 70.0% accuracy [2025-10-09T22:52:07.632918] [DEBUG] [LOCAL ] Loaded configuration for DTB: 5 features, 80.0% accuracy [2025-10-09T22:52:07.633043] [DEBUG] [LOCAL ] Loaded configuration for HSHP: 3 features, 80.0% accuracy [2025-10-09T22:52:07.633167] [DEBUG] [LOCAL ] Loaded configuration for COF: 3 features, 70.0% accuracy [2025-10-09T22:52:07.633257] [DEBUG] [LOCAL ] Loaded configuration for CWT: 4 features, 50.0% accuracy [2025-10-09T22:52:07.633323] [DEBUG] [LOCAL ] Loaded configuration for GNT: 3 features, 70.0% accuracy [2025-10-09T22:52:07.633386] [DEBUG] [LOCAL ] Loaded configuration for WTI: 2 features, 90.0% accuracy [2025-10-09T22:52:07.633478] [DEBUG] [LOCAL ] Loaded configuration for AORT: 3 features, 100.0% accuracy [2025-10-09T22:52:07.633574] [DEBUG] [LOCAL ] Loaded configuration for TSI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.633698] [DEBUG] [LOCAL ] Loaded configuration for EVTR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.633817] [DEBUG] [LOCAL ] Loaded configuration for AFGB: 1 features, 70.0% accuracy [2025-10-09T22:52:07.633907] [DEBUG] [LOCAL ] Loaded configuration for WS: 2 features, 60.0% accuracy [2025-10-09T22:52:07.633972] [DEBUG] [LOCAL ] Loaded configuration for EMN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.634074] [DEBUG] [LOCAL ] Loaded configuration for JOBY: 2 features, 60.0% accuracy [2025-10-09T22:52:07.634198] [DEBUG] [LOCAL ] Loaded configuration for UHAL: 4 features, 100.0% accuracy [2025-10-09T22:52:07.634307] [DEBUG] [LOCAL ] Loaded configuration for ZBH: 2 features, 80.0% accuracy [2025-10-09T22:52:07.634393] [DEBUG] [LOCAL ] Loaded configuration for EMO: 3 features, 70.0% accuracy [2025-10-09T22:52:07.634508] [DEBUG] [LOCAL ] Loaded configuration for MHN: 2 features, 70.0% accuracy [2025-10-09T22:52:07.634634] [DEBUG] [LOCAL ] Loaded configuration for DOW: 1 features, 80.0% accuracy [2025-10-09T22:52:07.634768] [DEBUG] [LOCAL ] Loaded configuration for KMT: 4 features, 90.0% accuracy [2025-10-09T22:52:07.634888] [DEBUG] [LOCAL ] Loaded configuration for SSTK: 0 features, 70.0% accuracy [2025-10-09T22:52:07.635009] [DEBUG] [LOCAL ] Loaded configuration for HRB: 4 features, 80.0% accuracy [2025-10-09T22:52:07.635147] [DEBUG] [LOCAL ] Loaded configuration for MOD: 1 features, 90.0% accuracy [2025-10-09T22:52:07.635236] [DEBUG] [LOCAL ] Loaded configuration for VYX: 2 features, 100.0% accuracy [2025-10-09T22:52:07.635334] [DEBUG] [LOCAL ] Loaded configuration for LVWR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.635453] [DEBUG] [LOCAL ] Loaded configuration for ETY: 4 features, 80.0% accuracy [2025-10-09T22:52:07.635559] [DEBUG] [LOCAL ] Loaded configuration for A: 3 features, 70.0% accuracy [2025-10-09T22:52:07.635918] [DEBUG] [LOCAL ] Loaded configuration for LOB: 2 features, 70.0% accuracy [2025-10-09T22:52:07.636006] [DEBUG] [LOCAL ] Loaded configuration for IMAX: 1 features, 70.0% accuracy [2025-10-09T22:52:07.636089] [DEBUG] [LOCAL ] Loaded configuration for ZIM: 2 features, 70.0% accuracy [2025-10-09T22:52:07.636195] [DEBUG] [LOCAL ] Loaded configuration for ARIS: 1 features, 50.0% accuracy [2025-10-09T22:52:07.636310] [DEBUG] [LOCAL ] Loaded configuration for BA: 2 features, 80.0% accuracy [2025-10-09T22:52:07.636388] [DEBUG] [LOCAL ] Loaded configuration for KNSL: 3 features, 70.0% accuracy [2025-10-09T22:52:07.636451] [DEBUG] [LOCAL ] Loaded configuration for KOF: 2 features, 60.0% accuracy [2025-10-09T22:52:07.636567] [DEBUG] [LOCAL ] Loaded configuration for EQH: 2 features, 90.0% accuracy [2025-10-09T22:52:07.636710] [DEBUG] [LOCAL ] Loaded configuration for BSL: 4 features, 80.0% accuracy [2025-10-09T22:52:07.636807] [DEBUG] [LOCAL ] Loaded configuration for FRA: 1 features, 70.0% accuracy [2025-10-09T22:52:07.636927] [DEBUG] [LOCAL ] Loaded configuration for STLA: 3 features, 80.0% accuracy [2025-10-09T22:52:07.637057] [DEBUG] [LOCAL ] Loaded configuration for SCHW: 2 features, 70.0% accuracy [2025-10-09T22:52:07.637197] [DEBUG] [LOCAL ] Loaded configuration for MCN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.637317] [DEBUG] [LOCAL ] Loaded configuration for IDT: 1 features, 70.0% accuracy [2025-10-09T22:52:07.637423] [DEBUG] [LOCAL ] Loaded configuration for HYI: 1 features, 90.0% accuracy [2025-10-09T22:52:07.637531] [DEBUG] [LOCAL ] Loaded configuration for SKE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.637691] [DEBUG] [LOCAL ] Loaded configuration for MAC: 4 features, 80.0% accuracy [2025-10-09T22:52:07.637779] [DEBUG] [LOCAL ] Loaded configuration for SPG: 3 features, 60.0% accuracy [2025-10-09T22:52:07.637876] [DEBUG] [LOCAL ] Loaded configuration for ITW: 3 features, 80.0% accuracy [2025-10-09T22:52:07.637984] [DEBUG] [LOCAL ] Loaded configuration for CBRE: 1 features, 80.0% accuracy [2025-10-09T22:52:07.638090] [DEBUG] [LOCAL ] Loaded configuration for SBS: 4 features, 70.0% accuracy [2025-10-09T22:52:07.638176] [DEBUG] [LOCAL ] Loaded configuration for SUPV: 1 features, 80.0% accuracy [2025-10-09T22:52:07.638287] [DEBUG] [LOCAL ] Loaded configuration for SNAP: 4 features, 80.0% accuracy [2025-10-09T22:52:07.638406] [DEBUG] [LOCAL ] Loaded configuration for U: 1 features, 90.0% accuracy [2025-10-09T22:52:07.638521] [DEBUG] [LOCAL ] Loaded configuration for SNN: 1 features, 60.0% accuracy [2025-10-09T22:52:07.638637] [DEBUG] [LOCAL ] Loaded configuration for TUYA: 3 features, 50.0% accuracy [2025-10-09T22:52:07.638785] [DEBUG] [LOCAL ] Loaded configuration for ATMU: 3 features, 70.0% accuracy [2025-10-09T22:52:07.638903] [DEBUG] [LOCAL ] Loaded configuration for GETY: 3 features, 50.0% accuracy [2025-10-09T22:52:07.639056] [DEBUG] [LOCAL ] Loaded configuration for FTI: 4 features, 90.0% accuracy [2025-10-09T22:52:07.639152] [DEBUG] [LOCAL ] Loaded configuration for DHX: 2 features, 90.0% accuracy [2025-10-09T22:52:07.639278] [DEBUG] [LOCAL ] Loaded configuration for LNG: 4 features, 70.0% accuracy [2025-10-09T22:52:07.639385] [DEBUG] [LOCAL ] Loaded configuration for WSO: 0 features, 60.0% accuracy [2025-10-09T22:52:07.639490] [DEBUG] [LOCAL ] Loaded configuration for CNS: 0 features, 70.0% accuracy [2025-10-09T22:52:07.639609] [DEBUG] [LOCAL ] Loaded configuration for SMP: 5 features, 60.0% accuracy [2025-10-09T22:52:07.639782] [DEBUG] [LOCAL ] Loaded configuration for LXP: 0 features, 60.0% accuracy [2025-10-09T22:52:07.639871] [DEBUG] [LOCAL ] Loaded configuration for SNX: 3 features, 90.0% accuracy [2025-10-09T22:52:07.639969] [DEBUG] [LOCAL ] Loaded configuration for ABM: 0 features, 50.0% accuracy [2025-10-09T22:52:07.640093] [DEBUG] [LOCAL ] Loaded configuration for AZZ: 3 features, 70.0% accuracy [2025-10-09T22:52:07.640223] [DEBUG] [LOCAL ] Loaded configuration for AIG: 2 features, 60.0% accuracy [2025-10-09T22:52:07.640320] [DEBUG] [LOCAL ] Loaded configuration for TEL: 1 features, 90.0% accuracy [2025-10-09T22:52:07.640425] [DEBUG] [LOCAL ] Loaded configuration for GAB: 1 features, 90.0% accuracy [2025-10-09T22:52:07.640550] [DEBUG] [LOCAL ] Loaded configuration for HIX: 1 features, 70.0% accuracy [2025-10-09T22:52:07.640661] [DEBUG] [LOCAL ] Loaded configuration for BMN: 2 features, 60.0% accuracy [2025-10-09T22:52:07.640796] [DEBUG] [LOCAL ] Loaded configuration for DINO: 2 features, 100.0% accuracy [2025-10-09T22:52:07.640907] [DEBUG] [LOCAL ] Loaded configuration for AMPX: 4 features, 80.0% accuracy [2025-10-09T22:52:07.640995] [DEBUG] [LOCAL ] Loaded configuration for UVE: 2 features, 90.0% accuracy [2025-10-09T22:52:07.641059] [DEBUG] [LOCAL ] Loaded configuration for CACI: 2 features, 80.0% accuracy [2025-10-09T22:52:07.641141] [DEBUG] [LOCAL ] Loaded configuration for MPA: 3 features, 80.0% accuracy [2025-10-09T22:52:07.641251] [DEBUG] [LOCAL ] Loaded configuration for GEV: 1 features, 70.0% accuracy [2025-10-09T22:52:07.641378] [DEBUG] [LOCAL ] Loaded configuration for GNW: 4 features, 80.0% accuracy [2025-10-09T22:52:07.641503] [DEBUG] [LOCAL ] Loaded configuration for GWRE: 2 features, 70.0% accuracy [2025-10-09T22:52:07.641627] [DEBUG] [LOCAL ] Loaded configuration for IHD: 2 features, 80.0% accuracy [2025-10-09T22:52:07.641782] [DEBUG] [LOCAL ] Loaded configuration for SGU: 4 features, 80.0% accuracy [2025-10-09T22:52:07.641897] [DEBUG] [LOCAL ] Loaded configuration for MEI: 4 features, 90.0% accuracy [2025-10-09T22:52:07.642011] [DEBUG] [LOCAL ] Loaded configuration for URI: 5 features, 40.0% accuracy [2025-10-09T22:52:07.642135] [DEBUG] [LOCAL ] Loaded configuration for SPH: 1 features, 70.0% accuracy [2025-10-09T22:52:07.642242] [DEBUG] [LOCAL ] Loaded configuration for SBH: 2 features, 80.0% accuracy [2025-10-09T22:52:07.642348] [DEBUG] [LOCAL ] Loaded configuration for FTHY: 3 features, 100.0% accuracy [2025-10-09T22:52:07.642472] [DEBUG] [LOCAL ] Loaded configuration for IH: 2 features, 80.0% accuracy [2025-10-09T22:52:07.642600] [DEBUG] [LOCAL ] Loaded configuration for CLCO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.642729] [DEBUG] [LOCAL ] Loaded configuration for COHR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.642862] [DEBUG] [LOCAL ] Loaded configuration for BBAR: 1 features, 60.0% accuracy [2025-10-09T22:52:07.642970] [DEBUG] [LOCAL ] Loaded configuration for BOND: 4 features, 50.0% accuracy [2025-10-09T22:52:07.643095] [DEBUG] [LOCAL ] Loaded configuration for MHO: 0 features, 70.0% accuracy [2025-10-09T22:52:07.643183] [DEBUG] [LOCAL ] Loaded configuration for EME: 2 features, 50.0% accuracy [2025-10-09T22:52:07.643290] [DEBUG] [LOCAL ] Loaded configuration for AMC: 3 features, 80.0% accuracy [2025-10-09T22:52:07.643424] [DEBUG] [LOCAL ] Loaded configuration for CFR: 1 features, 90.0% accuracy [2025-10-09T22:52:07.643513] [DEBUG] [LOCAL ] Loaded configuration for TDF: 1 features, 60.0% accuracy [2025-10-09T22:52:07.643618] [DEBUG] [LOCAL ] Loaded configuration for ALK: 1 features, 90.0% accuracy [2025-10-09T22:52:07.643762] [DEBUG] [LOCAL ] Loaded configuration for WY: 3 features, 60.0% accuracy [2025-10-09T22:52:07.643885] [DEBUG] [LOCAL ] Loaded configuration for KW: 2 features, 70.0% accuracy [2025-10-09T22:52:07.644023] [DEBUG] [LOCAL ] Loaded configuration for MMU: 2 features, 80.0% accuracy [2025-10-09T22:52:07.644142] [DEBUG] [LOCAL ] Loaded configuration for FBIN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.644251] [DEBUG] [LOCAL ] Loaded configuration for JRS: 3 features, 90.0% accuracy [2025-10-09T22:52:07.644367] [DEBUG] [LOCAL ] Loaded configuration for LOAR: 4 features, 80.0% accuracy [2025-10-09T22:52:07.644462] [DEBUG] [LOCAL ] Loaded configuration for AMG: 1 features, 90.0% accuracy [2025-10-09T22:52:07.644550] [DEBUG] [LOCAL ] Loaded configuration for SVV: 3 features, 80.0% accuracy [2025-10-09T22:52:07.644667] [DEBUG] [LOCAL ] Loaded configuration for STT: 3 features, 70.0% accuracy [2025-10-09T22:52:07.644792] [DEBUG] [LOCAL ] Loaded configuration for GOLF: 2 features, 70.0% accuracy [2025-10-09T22:52:07.644936] [DEBUG] [LOCAL ] Loaded configuration for FRO: 1 features, 60.0% accuracy [2025-10-09T22:52:07.645025] [DEBUG] [LOCAL ] Loaded configuration for GWH: 2 features, 70.0% accuracy [2025-10-09T22:52:07.645090] [DEBUG] [LOCAL ] Loaded configuration for KKR: 1 features, 70.0% accuracy [2025-10-09T22:52:07.645170] [DEBUG] [LOCAL ] Loaded configuration for IRM: 4 features, 90.0% accuracy [2025-10-09T22:52:07.645289] [DEBUG] [LOCAL ] Loaded configuration for GDDY: 3 features, 80.0% accuracy [2025-10-09T22:52:07.645408] [DEBUG] [LOCAL ] Loaded configuration for LAW: 2 features, 60.0% accuracy [2025-10-09T22:52:07.645527] [DEBUG] [LOCAL ] Loaded configuration for GENI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.645634] [DEBUG] [LOCAL ] Loaded configuration for WKC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.645785] [DEBUG] [LOCAL ] Loaded configuration for FMY: 2 features, 80.0% accuracy [2025-10-09T22:52:07.645890] [DEBUG] [LOCAL ] Loaded configuration for VTR: 1 features, 70.0% accuracy [2025-10-09T22:52:07.645995] [DEBUG] [LOCAL ] Loaded configuration for DDD: 0 features, 70.0% accuracy [2025-10-09T22:52:07.646119] [DEBUG] [LOCAL ] Loaded configuration for AS: 3 features, 60.0% accuracy [2025-10-09T22:52:07.646238] [DEBUG] [LOCAL ] Loaded configuration for JCI: 2 features, 70.0% accuracy [2025-10-09T22:52:07.646344] [DEBUG] [LOCAL ] Loaded configuration for VRTS: 2 features, 50.0% accuracy [2025-10-09T22:52:07.646464] [DEBUG] [LOCAL ] Loaded configuration for CLVT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.646553] [DEBUG] [LOCAL ] Loaded configuration for SR: 3 features, 90.0% accuracy [2025-10-09T22:52:07.646637] [DEBUG] [LOCAL ] Loaded configuration for KB: 3 features, 70.0% accuracy [2025-10-09T22:52:07.646755] [DEBUG] [LOCAL ] Loaded configuration for ETJ: 2 features, 60.0% accuracy [2025-10-09T22:52:07.646840] [DEBUG] [LOCAL ] Loaded configuration for ZWS: 2 features, 60.0% accuracy [2025-10-09T22:52:07.646945] [DEBUG] [LOCAL ] Loaded configuration for ACA: 1 features, 70.0% accuracy [2025-10-09T22:52:07.647051] [DEBUG] [LOCAL ] Loaded configuration for CRT: 3 features, 60.0% accuracy [2025-10-09T22:52:07.647156] [DEBUG] [LOCAL ] Loaded configuration for CAL: 3 features, 80.0% accuracy [2025-10-09T22:52:07.647262] [DEBUG] [LOCAL ] Loaded configuration for DELL: 2 features, 80.0% accuracy [2025-10-09T22:52:07.647381] [DEBUG] [LOCAL ] Loaded configuration for IAG: 3 features, 80.0% accuracy [2025-10-09T22:52:07.647487] [DEBUG] [LOCAL ] Loaded configuration for MEG: 5 features, 80.0% accuracy [2025-10-09T22:52:07.647631] [DEBUG] [LOCAL ] Loaded configuration for GRNT: 3 features, 90.0% accuracy [2025-10-09T22:52:07.648002] [DEBUG] [LOCAL ] Loaded configuration for KFS: 2 features, 60.0% accuracy [2025-10-09T22:52:07.648130] [DEBUG] [LOCAL ] Loaded configuration for MC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.648246] [DEBUG] [LOCAL ] Loaded configuration for MED: 2 features, 70.0% accuracy [2025-10-09T22:52:07.648344] [DEBUG] [LOCAL ] Loaded configuration for BUI: 0 features, 70.0% accuracy [2025-10-09T22:52:07.648452] [DEBUG] [LOCAL ] Loaded configuration for SWX: 2 features, 60.0% accuracy [2025-10-09T22:52:07.648584] [DEBUG] [LOCAL ] Loaded configuration for FXED: 5 features, 60.0% accuracy [2025-10-09T22:52:07.648744] [DEBUG] [LOCAL ] Loaded configuration for APLE: 2 features, 90.0% accuracy [2025-10-09T22:52:07.648887] [DEBUG] [LOCAL ] Loaded configuration for ATHS: 2 features, 60.0% accuracy [2025-10-09T22:52:07.649010] [DEBUG] [LOCAL ] Loaded configuration for ZTS: 1 features, 90.0% accuracy [2025-10-09T22:52:07.649153] [DEBUG] [LOCAL ] Loaded configuration for SNOW: 1 features, 90.0% accuracy [2025-10-09T22:52:07.649279] [DEBUG] [LOCAL ] Loaded configuration for ZTO: 1 features, 70.0% accuracy [2025-10-09T22:52:07.649389] [DEBUG] [LOCAL ] Loaded configuration for GIL: 2 features, 70.0% accuracy [2025-10-09T22:52:07.649494] [DEBUG] [LOCAL ] Loaded configuration for EQV: 0 features, 50.0% accuracy [2025-10-09T22:52:07.649602] [DEBUG] [LOCAL ] Loaded configuration for COMP: 3 features, 70.0% accuracy [2025-10-09T22:52:07.649756] [DEBUG] [LOCAL ] Loaded configuration for ADC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.649880] [DEBUG] [LOCAL ] Loaded configuration for CPT: 1 features, 80.0% accuracy [2025-10-09T22:52:07.650006] [DEBUG] [LOCAL ] Loaded configuration for BUD: 3 features, 100.0% accuracy [2025-10-09T22:52:07.650113] [DEBUG] [LOCAL ] Loaded configuration for AI: 1 features, 90.0% accuracy [2025-10-09T22:52:07.650220] [DEBUG] [LOCAL ] Loaded configuration for CRGY: 3 features, 80.0% accuracy [2025-10-09T22:52:07.650330] [DEBUG] [LOCAL ] Loaded configuration for BHP: 3 features, 100.0% accuracy [2025-10-09T22:52:07.650418] [DEBUG] [LOCAL ] Loaded configuration for HR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.650483] [DEBUG] [LOCAL ] Loaded configuration for SEMR: 5 features, 90.0% accuracy [2025-10-09T22:52:07.650585] [DEBUG] [LOCAL ] Loaded configuration for GCTS: 1 features, 70.0% accuracy [2025-10-09T22:52:07.650724] [DEBUG] [LOCAL ] Loaded configuration for SII: 2 features, 100.0% accuracy [2025-10-09T22:52:07.650829] [DEBUG] [LOCAL ] Loaded configuration for FOF: 3 features, 80.0% accuracy [2025-10-09T22:52:07.650933] [DEBUG] [LOCAL ] Loaded configuration for UNP: 1 features, 80.0% accuracy [2025-10-09T22:52:07.651020] [DEBUG] [LOCAL ] Loaded configuration for TRC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.651124] [DEBUG] [LOCAL ] Loaded configuration for HZO: 4 features, 90.0% accuracy [2025-10-09T22:52:07.651247] [DEBUG] [LOCAL ] Loaded configuration for IONQ: 1 features, 50.0% accuracy [2025-10-09T22:52:07.651354] [DEBUG] [LOCAL ] Loaded configuration for DSL: 2 features, 70.0% accuracy [2025-10-09T22:52:07.651459] [DEBUG] [LOCAL ] Loaded configuration for GSK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.651565] [DEBUG] [LOCAL ] Loaded configuration for LW: 6 features, 90.0% accuracy [2025-10-09T22:52:07.651709] [DEBUG] [LOCAL ] Loaded configuration for VICI: 2 features, 80.0% accuracy [2025-10-09T22:52:07.651823] [DEBUG] [LOCAL ] Loaded configuration for DK: 0 features, 70.0% accuracy [2025-10-09T22:52:07.652144] [DEBUG] [LOCAL ] Loaded configuration for MITP: 1 features, 70.0% accuracy [2025-10-09T22:52:07.652253] [DEBUG] [LOCAL ] Loaded configuration for CXM: 2 features, 70.0% accuracy [2025-10-09T22:52:07.652340] [DEBUG] [LOCAL ] Loaded configuration for DDL: 2 features, 90.0% accuracy [2025-10-09T22:52:07.652405] [DEBUG] [LOCAL ] Loaded configuration for BBUC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.652477] [DEBUG] [LOCAL ] Loaded configuration for ESE: 1 features, 90.0% accuracy [2025-10-09T22:52:07.652574] [DEBUG] [LOCAL ] Loaded configuration for WRBY: 3 features, 90.0% accuracy [2025-10-09T22:52:07.652742] [DEBUG] [LOCAL ] Loaded configuration for FCN: 2 features, 60.0% accuracy [2025-10-09T22:52:07.652830] [DEBUG] [LOCAL ] Loaded configuration for GAM: 2 features, 80.0% accuracy [2025-10-09T22:52:07.652893] [DEBUG] [LOCAL ] Loaded configuration for GFL: 1 features, 80.0% accuracy [2025-10-09T22:52:07.652977] [DEBUG] [LOCAL ] Loaded configuration for CMU: 3 features, 60.0% accuracy [2025-10-09T22:52:07.653082] [DEBUG] [LOCAL ] Loaded configuration for HTGC: 3 features, 90.0% accuracy [2025-10-09T22:52:07.653187] [DEBUG] [LOCAL ] Loaded configuration for IFN: 3 features, 70.0% accuracy [2025-10-09T22:52:07.653297] [DEBUG] [LOCAL ] Loaded configuration for ATHM: 2 features, 90.0% accuracy [2025-10-09T22:52:07.653415] [DEBUG] [LOCAL ] Loaded configuration for BLDR: 3 features, 40.0% accuracy [2025-10-09T22:52:07.653521] [DEBUG] [LOCAL ] Loaded configuration for GNK: 0 features, 80.0% accuracy [2025-10-09T22:52:07.653627] [DEBUG] [LOCAL ] Loaded configuration for AWR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.653749] [DEBUG] [LOCAL ] Loaded configuration for SMFG: 3 features, 60.0% accuracy [2025-10-09T22:52:07.653852] [DEBUG] [LOCAL ] Loaded configuration for VBF: 1 features, 80.0% accuracy [2025-10-09T22:52:07.653958] [DEBUG] [LOCAL ] Loaded configuration for BGX: 2 features, 60.0% accuracy [2025-10-09T22:52:07.654047] [DEBUG] [LOCAL ] Loaded configuration for DNA: 1 features, 70.0% accuracy [2025-10-09T22:52:07.654131] [DEBUG] [LOCAL ] Loaded configuration for KMPB: 5 features, 80.0% accuracy [2025-10-09T22:52:07.654254] [DEBUG] [LOCAL ] Loaded configuration for WAT: 1 features, 80.0% accuracy [2025-10-09T22:52:07.654371] [DEBUG] [LOCAL ] Loaded configuration for TDW: 2 features, 70.0% accuracy [2025-10-09T22:52:07.654477] [DEBUG] [LOCAL ] Loaded configuration for ALSN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.654600] [DEBUG] [LOCAL ] Loaded configuration for SPGI: 3 features, 40.0% accuracy [2025-10-09T22:52:07.654755] [DEBUG] [LOCAL ] Loaded configuration for INVX: 5 features, 80.0% accuracy [2025-10-09T22:52:07.654861] [DEBUG] [LOCAL ] Loaded configuration for SCD: 4 features, 80.0% accuracy [2025-10-09T22:52:07.654979] [DEBUG] [LOCAL ] Loaded configuration for KTB: 5 features, 90.0% accuracy [2025-10-09T22:52:07.655069] [DEBUG] [LOCAL ] Loaded configuration for EOI: 3 features, 80.0% accuracy [2025-10-09T22:52:07.655174] [DEBUG] [LOCAL ] Loaded configuration for LOW: 2 features, 80.0% accuracy [2025-10-09T22:52:07.655302] [DEBUG] [LOCAL ] Loaded configuration for LNN: 4 features, 80.0% accuracy [2025-10-09T22:52:07.655422] [DEBUG] [LOCAL ] Loaded configuration for DIAX: 5 features, 90.0% accuracy [2025-10-09T22:52:07.655529] [DEBUG] [LOCAL ] Loaded configuration for GF: 2 features, 60.0% accuracy [2025-10-09T22:52:07.655668] [DEBUG] [LOCAL ] Loaded configuration for GKOS: 5 features, 90.0% accuracy [2025-10-09T22:52:07.655778] [DEBUG] [LOCAL ] Loaded configuration for DOV: 7 features, 80.0% accuracy [2025-10-09T22:52:07.656088] [DEBUG] [LOCAL ] Loaded configuration for TBI: 1 features, 90.0% accuracy [2025-10-09T22:52:07.656210] [DEBUG] [LOCAL ] Loaded configuration for TRAK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.656511] [DEBUG] [LOCAL ] Loaded configuration for JLL: 2 features, 80.0% accuracy [2025-10-09T22:52:07.656680] [DEBUG] [LOCAL ] Loaded configuration for MGF: 3 features, 70.0% accuracy [2025-10-09T22:52:07.656788] [DEBUG] [LOCAL ] Loaded configuration for HPQ: 2 features, 90.0% accuracy [2025-10-09T22:52:07.656906] [DEBUG] [LOCAL ] Loaded configuration for FCF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.657026] [DEBUG] [LOCAL ] Loaded configuration for CQP: 3 features, 60.0% accuracy [2025-10-09T22:52:07.657156] [DEBUG] [LOCAL ] Loaded configuration for SOL: 1 features, 90.0% accuracy [2025-10-09T22:52:07.657262] [DEBUG] [LOCAL ] Loaded configuration for WELL: 4 features, 80.0% accuracy [2025-10-09T22:52:07.657380] [DEBUG] [LOCAL ] Loaded configuration for VVR: 4 features, 80.0% accuracy [2025-10-09T22:52:07.657470] [DEBUG] [LOCAL ] Loaded configuration for BEKE: 4 features, 80.0% accuracy [2025-10-09T22:52:07.657558] [DEBUG] [LOCAL ] Loaded configuration for AVNS: 1 features, 80.0% accuracy [2025-10-09T22:52:07.657720] [DEBUG] [LOCAL ] Loaded configuration for SPNT: 5 features, 70.0% accuracy [2025-10-09T22:52:07.657809] [DEBUG] [LOCAL ] Loaded configuration for CNQ: 3 features, 80.0% accuracy [2025-10-09T22:52:07.657896] [DEBUG] [LOCAL ] Loaded configuration for CHCT: 3 features, 90.0% accuracy [2025-10-09T22:52:07.658023] [DEBUG] [LOCAL ] Loaded configuration for BSBR: 1 features, 60.0% accuracy [2025-10-09T22:52:07.658115] [DEBUG] [LOCAL ] Loaded configuration for VZ: 1 features, 80.0% accuracy [2025-10-09T22:52:07.658180] [DEBUG] [LOCAL ] Loaded configuration for AMH: 2 features, 50.0% accuracy [2025-10-09T22:52:07.658284] [DEBUG] [LOCAL ] Loaded configuration for DOCS: 3 features, 90.0% accuracy [2025-10-09T22:52:07.658391] [DEBUG] [LOCAL ] Loaded configuration for BAC: 2 features, 100.0% accuracy [2025-10-09T22:52:07.658515] [DEBUG] [LOCAL ] Loaded configuration for TPH: 1 features, 60.0% accuracy [2025-10-09T22:52:07.658662] [DEBUG] [LOCAL ] Loaded configuration for HEQ: 3 features, 70.0% accuracy [2025-10-09T22:52:07.658760] [DEBUG] [LOCAL ] Loaded configuration for SSB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.658845] [DEBUG] [LOCAL ] Loaded configuration for MGR: 2 features, 100.0% accuracy [2025-10-09T22:52:07.658953] [DEBUG] [LOCAL ] Loaded configuration for TK: 0 features, 80.0% accuracy [2025-10-09T22:52:07.659060] [DEBUG] [LOCAL ] Loaded configuration for ISD: 3 features, 60.0% accuracy [2025-10-09T22:52:07.659166] [DEBUG] [LOCAL ] Loaded configuration for WEAV: 2 features, 40.0% accuracy [2025-10-09T22:52:07.659311] [DEBUG] [LOCAL ] Loaded configuration for WFG: 0 features, 50.0% accuracy [2025-10-09T22:52:07.659401] [DEBUG] [LOCAL ] Loaded configuration for AVY: 3 features, 90.0% accuracy [2025-10-09T22:52:07.659504] [DEBUG] [LOCAL ] Loaded configuration for FLR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.659628] [DEBUG] [LOCAL ] Loaded configuration for AXTA: 1 features, 60.0% accuracy [2025-10-09T22:52:07.659749] [DEBUG] [LOCAL ] Loaded configuration for SU: 1 features, 70.0% accuracy [2025-10-09T22:52:07.659858] [DEBUG] [LOCAL ] Loaded configuration for LDP: 4 features, 90.0% accuracy [2025-10-09T22:52:07.659983] [DEBUG] [LOCAL ] Loaded configuration for CXE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.660097] [DEBUG] [LOCAL ] Loaded configuration for DY: 2 features, 70.0% accuracy [2025-10-09T22:52:07.660187] [DEBUG] [LOCAL ] Loaded configuration for STAG: 3 features, 80.0% accuracy [2025-10-09T22:52:07.660275] [DEBUG] [LOCAL ] Loaded configuration for BLX: 4 features, 60.0% accuracy [2025-10-09T22:52:07.660380] [DEBUG] [LOCAL ] Loaded configuration for CX: 1 features, 80.0% accuracy [2025-10-09T22:52:07.660488] [DEBUG] [LOCAL ] Loaded configuration for WM: 3 features, 60.0% accuracy [2025-10-09T22:52:07.660596] [DEBUG] [LOCAL ] Loaded configuration for BYM: 3 features, 60.0% accuracy [2025-10-09T22:52:07.660729] [DEBUG] [LOCAL ] Loaded configuration for DAL: 3 features, 70.0% accuracy [2025-10-09T22:52:07.660822] [DEBUG] [LOCAL ] Loaded configuration for SAH: 1 features, 100.0% accuracy [2025-10-09T22:52:07.660944] [DEBUG] [LOCAL ] Loaded configuration for HYTR: 3 features, 60.0% accuracy [2025-10-09T22:52:07.661035] [DEBUG] [LOCAL ] Loaded configuration for CINT: 1 features, 100.0% accuracy [2025-10-09T22:52:07.661132] [DEBUG] [LOCAL ] Loaded configuration for BROS: 2 features, 50.0% accuracy [2025-10-09T22:52:07.661247] [DEBUG] [LOCAL ] Loaded configuration for CC: 1 features, 90.0% accuracy [2025-10-09T22:52:07.661401] [DEBUG] [LOCAL ] Loaded configuration for SKT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.661507] [DEBUG] [LOCAL ] Loaded configuration for BOOT: 0 features, 70.0% accuracy [2025-10-09T22:52:07.661612] [DEBUG] [LOCAL ] Loaded configuration for UTZ: 2 features, 80.0% accuracy [2025-10-09T22:52:07.661764] [DEBUG] [LOCAL ] Loaded configuration for BH: 2 features, 50.0% accuracy [2025-10-09T22:52:07.661873] [DEBUG] [LOCAL ] Loaded configuration for CBAN: 4 features, 90.0% accuracy [2025-10-09T22:52:07.661960] [DEBUG] [LOCAL ] Loaded configuration for SLB: 4 features, 80.0% accuracy [2025-10-09T22:52:07.662042] [DEBUG] [LOCAL ] Loaded configuration for VGM: 0 features, 60.0% accuracy [2025-10-09T22:52:07.662147] [DEBUG] [LOCAL ] Loaded configuration for SPXC: 2 features, 90.0% accuracy [2025-10-09T22:52:07.662267] [DEBUG] [LOCAL ] Loaded configuration for HSBC: 2 features, 90.0% accuracy [2025-10-09T22:52:07.662360] [DEBUG] [LOCAL ] Loaded configuration for TRTX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.662425] [DEBUG] [LOCAL ] Loaded configuration for SHG: 5 features, 80.0% accuracy [2025-10-09T22:52:07.662505] [DEBUG] [LOCAL ] Loaded configuration for FOR: 1 features, 70.0% accuracy [2025-10-09T22:52:07.662626] [DEBUG] [LOCAL ] Loaded configuration for SLF: 1 features, 70.0% accuracy [2025-10-09T22:52:07.663091] [DEBUG] [LOCAL ] Loaded configuration for KRC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.663212] [DEBUG] [LOCAL ] Loaded configuration for SKY: 2 features, 80.0% accuracy [2025-10-09T22:52:07.663325] [DEBUG] [LOCAL ] Loaded configuration for BDJ: 1 features, 80.0% accuracy [2025-10-09T22:52:07.663431] [DEBUG] [LOCAL ] Loaded configuration for UA: 1 features, 60.0% accuracy [2025-10-09T22:52:07.663539] [DEBUG] [LOCAL ] Loaded configuration for EGO: 2 features, 60.0% accuracy [2025-10-09T22:52:07.663671] [DEBUG] [LOCAL ] Loaded configuration for EQR: 5 features, 90.0% accuracy [2025-10-09T22:52:07.663768] [DEBUG] [LOCAL ] Loaded configuration for MAS: 0 features, 80.0% accuracy [2025-10-09T22:52:07.663834] [DEBUG] [LOCAL ] Loaded configuration for SITC: 0 features, 70.0% accuracy [2025-10-09T22:52:07.663929] [DEBUG] [LOCAL ] Loaded configuration for CUBE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.664018] [DEBUG] [LOCAL ] Loaded configuration for DMA: 1 features, 60.0% accuracy [2025-10-09T22:52:07.664152] [DEBUG] [LOCAL ] Loaded configuration for EW: 3 features, 70.0% accuracy [2025-10-09T22:52:07.664258] [DEBUG] [LOCAL ] Loaded configuration for WLKP: 4 features, 50.0% accuracy [2025-10-09T22:52:07.664348] [DEBUG] [LOCAL ] Loaded configuration for SSL: 1 features, 50.0% accuracy [2025-10-09T22:52:07.664451] [DEBUG] [LOCAL ] Loaded configuration for SXT: 4 features, 70.0% accuracy [2025-10-09T22:52:07.664579] [DEBUG] [LOCAL ] Loaded configuration for IBP: 3 features, 80.0% accuracy [2025-10-09T22:52:07.664734] [DEBUG] [LOCAL ] Loaded configuration for UGP: 2 features, 80.0% accuracy [2025-10-09T22:52:07.664841] [DEBUG] [LOCAL ] Loaded configuration for FUL: 4 features, 70.0% accuracy [2025-10-09T22:52:07.664976] [DEBUG] [LOCAL ] Loaded configuration for YSG: 1 features, 80.0% accuracy [2025-10-09T22:52:07.665102] [DEBUG] [LOCAL ] Loaded configuration for DLY: 3 features, 70.0% accuracy [2025-10-09T22:52:07.665208] [DEBUG] [LOCAL ] Loaded configuration for CSAN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.665319] [DEBUG] [LOCAL ] Loaded configuration for VFC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.665482] [DEBUG] [LOCAL ] Loaded configuration for CDP: 7 features, 90.0% accuracy [2025-10-09T22:52:07.665596] [DEBUG] [LOCAL ] Loaded configuration for AIT: 0 features, 50.0% accuracy [2025-10-09T22:52:07.665763] [DEBUG] [LOCAL ] Loaded configuration for TKC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.665900] [DEBUG] [LOCAL ] Loaded configuration for SPIR: 5 features, 90.0% accuracy [2025-10-09T22:52:07.666007] [DEBUG] [LOCAL ] Loaded configuration for BMA: 1 features, 80.0% accuracy [2025-10-09T22:52:07.666135] [DEBUG] [LOCAL ] Loaded configuration for SLGN: 3 features, 70.0% accuracy [2025-10-09T22:52:07.666242] [DEBUG] [LOCAL ] Loaded configuration for BKD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.666348] [DEBUG] [LOCAL ] Loaded configuration for SRG: 3 features, 60.0% accuracy [2025-10-09T22:52:07.666505] [DEBUG] [LOCAL ] Loaded configuration for MNSO: 3 features, 90.0% accuracy [2025-10-09T22:52:07.666597] [DEBUG] [LOCAL ] Loaded configuration for DOCN: 5 features, 90.0% accuracy [2025-10-09T22:52:07.666712] [DEBUG] [LOCAL ] Loaded configuration for CNA: 2 features, 80.0% accuracy [2025-10-09T22:52:07.666800] [DEBUG] [LOCAL ] Loaded configuration for UI: 2 features, 70.0% accuracy [2025-10-09T22:52:07.666902] [DEBUG] [LOCAL ] Loaded configuration for GIC: 1 features, 50.0% accuracy [2025-10-09T22:52:07.667044] [DEBUG] [LOCAL ] Loaded configuration for GLW: 1 features, 70.0% accuracy [2025-10-09T22:52:07.667150] [DEBUG] [LOCAL ] Loaded configuration for VMC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.667273] [DEBUG] [LOCAL ] Loaded configuration for FTK: 1 features, 80.0% accuracy [2025-10-09T22:52:07.667635] [DEBUG] [LOCAL ] Loaded configuration for CPNG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.667782] [DEBUG] [LOCAL ] Loaded configuration for WINN: 2 features, 80.0% accuracy [2025-10-09T22:52:07.667907] [DEBUG] [LOCAL ] Loaded configuration for CMG: 1 features, 60.0% accuracy [2025-10-09T22:52:07.667997] [DEBUG] [LOCAL ] Loaded configuration for EEX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.668100] [DEBUG] [LOCAL ] Loaded configuration for ECAT: 3 features, 90.0% accuracy [2025-10-09T22:52:07.668208] [DEBUG] [LOCAL ] Loaded configuration for CDLR: 1 features, 90.0% accuracy [2025-10-09T22:52:07.668296] [DEBUG] [LOCAL ] Loaded configuration for GOOS: 1 features, 80.0% accuracy [2025-10-09T22:52:07.668381] [DEBUG] [LOCAL ] Loaded configuration for WTS: 2 features, 100.0% accuracy [2025-10-09T22:52:07.668519] [DEBUG] [LOCAL ] Loaded configuration for TEN: 1 features, 100.0% accuracy [2025-10-09T22:52:07.668638] [DEBUG] [LOCAL ] Loaded configuration for JRI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.668763] [DEBUG] [LOCAL ] Loaded configuration for ALIT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.668829] [DEBUG] [LOCAL ] Loaded configuration for KOP: 4 features, 80.0% accuracy [2025-10-09T22:52:07.668933] [DEBUG] [LOCAL ] Loaded configuration for JBGS: 4 features, 60.0% accuracy [2025-10-09T22:52:07.669042] [DEBUG] [LOCAL ] Loaded configuration for ASIX: 1 features, 80.0% accuracy [2025-10-09T22:52:07.669147] [DEBUG] [LOCAL ] Loaded configuration for DE: 1 features, 80.0% accuracy [2025-10-09T22:52:07.669253] [DEBUG] [LOCAL ] Loaded configuration for FGN: 5 features, 80.0% accuracy [2025-10-09T22:52:07.669359] [DEBUG] [LOCAL ] Loaded configuration for TPL: 1 features, 80.0% accuracy [2025-10-09T22:52:07.669484] [DEBUG] [LOCAL ] Loaded configuration for GBCI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.669591] [DEBUG] [LOCAL ] Loaded configuration for EB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.669746] [DEBUG] [LOCAL ] Loaded configuration for FSM: 1 features, 80.0% accuracy [2025-10-09T22:52:07.669864] [DEBUG] [LOCAL ] Loaded configuration for GPRK: 1 features, 100.0% accuracy [2025-10-09T22:52:07.669969] [DEBUG] [LOCAL ] Loaded configuration for UNM: 0 features, 70.0% accuracy [2025-10-09T22:52:07.670089] [DEBUG] [LOCAL ] Loaded configuration for LDOS: 5 features, 90.0% accuracy [2025-10-09T22:52:07.670195] [DEBUG] [LOCAL ] Loaded configuration for BK: 3 features, 90.0% accuracy [2025-10-09T22:52:07.670306] [DEBUG] [LOCAL ] Loaded configuration for STZ: 3 features, 90.0% accuracy [2025-10-09T22:52:07.670412] [DEBUG] [LOCAL ] Loaded configuration for LTC: 2 features, 60.0% accuracy [2025-10-09T22:52:07.670559] [DEBUG] [LOCAL ] Loaded configuration for WOLF: 1 features, 70.0% accuracy [2025-10-09T22:52:07.670683] [DEBUG] [LOCAL ] Loaded configuration for TJX: 2 features, 80.0% accuracy [2025-10-09T22:52:07.670792] [DEBUG] [LOCAL ] Loaded configuration for ETR: 3 features, 70.0% accuracy [2025-10-09T22:52:07.670879] [DEBUG] [LOCAL ] Loaded configuration for HKD: 3 features, 50.0% accuracy [2025-10-09T22:52:07.670979] [DEBUG] [LOCAL ] Loaded configuration for AMTM: 4 features, 90.0% accuracy [2025-10-09T22:52:07.671085] [DEBUG] [LOCAL ] Loaded configuration for GBTG: 1 features, 60.0% accuracy [2025-10-09T22:52:07.671189] [DEBUG] [LOCAL ] Loaded configuration for HBI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.671307] [DEBUG] [LOCAL ] Loaded configuration for STWD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.671413] [DEBUG] [LOCAL ] Loaded configuration for UP: 1 features, 80.0% accuracy [2025-10-09T22:52:07.671518] [DEBUG] [LOCAL ] Loaded configuration for APH: 2 features, 70.0% accuracy [2025-10-09T22:52:07.671605] [DEBUG] [LOCAL ] Loaded configuration for CNNE: 4 features, 80.0% accuracy [2025-10-09T22:52:07.671737] [DEBUG] [LOCAL ] Loaded configuration for CMCM: 1 features, 70.0% accuracy [2025-10-09T22:52:07.671844] [DEBUG] [LOCAL ] Loaded configuration for HRI: 2 features, 30.0% accuracy [2025-10-09T22:52:07.671953] [DEBUG] [LOCAL ] Loaded configuration for YUM: 1 features, 90.0% accuracy [2025-10-09T22:52:07.672072] [DEBUG] [LOCAL ] Loaded configuration for ARW: 4 features, 90.0% accuracy [2025-10-09T22:52:07.672193] [DEBUG] [LOCAL ] Loaded configuration for VNO: 3 features, 100.0% accuracy [2025-10-09T22:52:07.672297] [DEBUG] [LOCAL ] Loaded configuration for JFR: 0 features, 50.0% accuracy [2025-10-09T22:52:07.672416] [DEBUG] [LOCAL ] Loaded configuration for AGX: 4 features, 80.0% accuracy [2025-10-09T22:52:07.672536] [DEBUG] [LOCAL ] Loaded configuration for SUN: 3 features, 70.0% accuracy [2025-10-09T22:52:07.672676] [DEBUG] [LOCAL ] Loaded configuration for GIB: 5 features, 80.0% accuracy [2025-10-09T22:52:07.672785] [DEBUG] [LOCAL ] Loaded configuration for CHGG: 3 features, 60.0% accuracy [2025-10-09T22:52:07.672905] [DEBUG] [LOCAL ] Loaded configuration for DUK: 2 features, 100.0% accuracy [2025-10-09T22:52:07.672994] [DEBUG] [LOCAL ] Loaded configuration for HLX: 5 features, 90.0% accuracy [2025-10-09T22:52:07.673092] [DEBUG] [LOCAL ] Loaded configuration for ITGR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.673200] [DEBUG] [LOCAL ] Loaded configuration for ASX: 1 features, 80.0% accuracy [2025-10-09T22:52:07.673314] [DEBUG] [LOCAL ] Loaded configuration for EXR: 1 features, 50.0% accuracy [2025-10-09T22:52:07.673401] [DEBUG] [LOCAL ] Loaded configuration for CNI: 3 features, 70.0% accuracy [2025-10-09T22:52:07.673499] [DEBUG] [LOCAL ] Loaded configuration for EVG: 1 features, 70.0% accuracy [2025-10-09T22:52:07.673916] [DEBUG] [LOCAL ] Loaded configuration for MHF: 3 features, 80.0% accuracy [2025-10-09T22:52:07.674037] [DEBUG] [LOCAL ] Loaded configuration for DDT: 0 features, 70.0% accuracy [2025-10-09T22:52:07.674147] [DEBUG] [LOCAL ] Loaded configuration for ST: 1 features, 50.0% accuracy [2025-10-09T22:52:07.674257] [DEBUG] [LOCAL ] Loaded configuration for ENIC: 1 features, 90.0% accuracy [2025-10-09T22:52:07.674368] [DEBUG] [LOCAL ] Loaded configuration for MMI: 0 features, 50.0% accuracy [2025-10-09T22:52:07.674474] [DEBUG] [LOCAL ] Loaded configuration for TDC: 3 features, 90.0% accuracy [2025-10-09T22:52:07.674604] [DEBUG] [LOCAL ] Loaded configuration for GOF: 4 features, 90.0% accuracy [2025-10-09T22:52:07.674763] [DEBUG] [LOCAL ] Loaded configuration for UE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.674890] [DEBUG] [LOCAL ] Loaded configuration for AVA: 0 features, 80.0% accuracy [2025-10-09T22:52:07.674998] [DEBUG] [LOCAL ] Loaded configuration for HMN: 0 features, 80.0% accuracy [2025-10-09T22:52:07.675094] [DEBUG] [LOCAL ] Loaded configuration for ADX: 1 features, 70.0% accuracy [2025-10-09T22:52:07.675196] [DEBUG] [LOCAL ] Loaded configuration for GUT: 1 features, 60.0% accuracy [2025-10-09T22:52:07.675320] [DEBUG] [LOCAL ] Loaded configuration for WTRG: 0 features, 70.0% accuracy [2025-10-09T22:52:07.675444] [DEBUG] [LOCAL ] Loaded configuration for CCRD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.675549] [DEBUG] [LOCAL ] Loaded configuration for CRL: 1 features, 70.0% accuracy [2025-10-09T22:52:07.675679] [DEBUG] [LOCAL ] Loaded configuration for JPM: 4 features, 90.0% accuracy [2025-10-09T22:52:07.675803] [DEBUG] [LOCAL ] Loaded configuration for BTO: 1 features, 70.0% accuracy [2025-10-09T22:52:07.675928] [DEBUG] [LOCAL ] Loaded configuration for GROV: 1 features, 60.0% accuracy [2025-10-09T22:52:07.676053] [DEBUG] [LOCAL ] Loaded configuration for XPRO: 3 features, 70.0% accuracy [2025-10-09T22:52:07.676159] [DEBUG] [LOCAL ] Loaded configuration for ZK: 2 features, 90.0% accuracy [2025-10-09T22:52:07.676265] [DEBUG] [LOCAL ] Loaded configuration for ATO: 1 features, 70.0% accuracy [2025-10-09T22:52:07.676388] [DEBUG] [LOCAL ] Loaded configuration for UAN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.676513] [DEBUG] [LOCAL ] Loaded configuration for CGAU: 1 features, 90.0% accuracy [2025-10-09T22:52:07.676638] [DEBUG] [LOCAL ] Loaded configuration for MOH: 1 features, 90.0% accuracy [2025-10-09T22:52:07.676793] [DEBUG] [LOCAL ] Loaded configuration for FC: 1 features, 90.0% accuracy [2025-10-09T22:52:07.676904] [DEBUG] [LOCAL ] Loaded configuration for TAK: 2 features, 70.0% accuracy [2025-10-09T22:52:07.677008] [DEBUG] [LOCAL ] Loaded configuration for TD: 1 features, 80.0% accuracy [2025-10-09T22:52:07.677128] [DEBUG] [LOCAL ] Loaded configuration for AGL: 3 features, 70.0% accuracy [2025-10-09T22:52:07.677278] [DEBUG] [LOCAL ] Loaded configuration for KRG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.677400] [DEBUG] [LOCAL ] Loaded configuration for EOT: 1 features, 50.0% accuracy [2025-10-09T22:52:07.677506] [DEBUG] [LOCAL ] Loaded configuration for KNTK: 1 features, 80.0% accuracy [2025-10-09T22:52:07.677630] [DEBUG] [LOCAL ] Loaded configuration for IR: 0 features, 60.0% accuracy [2025-10-09T22:52:07.677784] [DEBUG] [LOCAL ] Loaded configuration for EVR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.678270] [DEBUG] [LOCAL ] Loaded configuration for TFPM: 3 features, 90.0% accuracy [2025-10-09T22:52:07.678385] [DEBUG] [LOCAL ] Loaded configuration for EAT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.678493] [DEBUG] [LOCAL ] Loaded configuration for V: 2 features, 80.0% accuracy [2025-10-09T22:52:07.678618] [DEBUG] [LOCAL ] Loaded configuration for G: 2 features, 80.0% accuracy [2025-10-09T22:52:07.678765] [DEBUG] [LOCAL ] Loaded configuration for FTWO: 4 features, 100.0% accuracy [2025-10-09T22:52:07.678870] [DEBUG] [LOCAL ] Loaded configuration for SPMC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.678958] [DEBUG] [LOCAL ] Loaded configuration for AUB: 3 features, 70.0% accuracy [2025-10-09T22:52:07.679062] [DEBUG] [LOCAL ] Loaded configuration for BST: 2 features, 70.0% accuracy [2025-10-09T22:52:07.679168] [DEBUG] [LOCAL ] Loaded configuration for BYD: 1 features, 70.0% accuracy [2025-10-09T22:52:07.679290] [DEBUG] [LOCAL ] Loaded configuration for BWA: 2 features, 90.0% accuracy [2025-10-09T22:52:07.679419] [DEBUG] [LOCAL ] Loaded configuration for ING: 0 features, 80.0% accuracy [2025-10-09T22:52:07.679545] [DEBUG] [LOCAL ] Loaded configuration for APD: 2 features, 70.0% accuracy [2025-10-09T22:52:07.679673] [DEBUG] [LOCAL ] Loaded configuration for BEN: 4 features, 90.0% accuracy [2025-10-09T22:52:07.679794] [DEBUG] [LOCAL ] Loaded configuration for VCV: 2 features, 60.0% accuracy [2025-10-09T22:52:07.679901] [DEBUG] [LOCAL ] Loaded configuration for HOV: 2 features, 60.0% accuracy [2025-10-09T22:52:07.680015] [DEBUG] [LOCAL ] Loaded configuration for CAG: 2 features, 80.0% accuracy [2025-10-09T22:52:07.680133] [DEBUG] [LOCAL ] Loaded configuration for DLX: 3 features, 80.0% accuracy [2025-10-09T22:52:07.680239] [DEBUG] [LOCAL ] Loaded configuration for CNF: 1 features, 80.0% accuracy [2025-10-09T22:52:07.680345] [DEBUG] [LOCAL ] Loaded configuration for AU: 1 features, 80.0% accuracy [2025-10-09T22:52:07.680464] [DEBUG] [LOCAL ] Loaded configuration for USPH: 4 features, 80.0% accuracy [2025-10-09T22:52:07.680569] [DEBUG] [LOCAL ] Loaded configuration for ESRT: 2 features, 80.0% accuracy [2025-10-09T22:52:07.680718] [DEBUG] [LOCAL ] Loaded configuration for FBRT: 1 features, 80.0% accuracy [2025-10-09T22:52:07.680837] [DEBUG] [LOCAL ] Loaded configuration for TFIN: 0 features, 70.0% accuracy [2025-10-09T22:52:07.680968] [DEBUG] [LOCAL ] Loaded configuration for CALX: 3 features, 70.0% accuracy [2025-10-09T22:52:07.681090] [DEBUG] [LOCAL ] Loaded configuration for ERO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.681197] [DEBUG] [LOCAL ] Loaded configuration for AFGD: 3 features, 70.0% accuracy [2025-10-09T22:52:07.681285] [DEBUG] [LOCAL ] Loaded configuration for EMP: 3 features, 50.0% accuracy [2025-10-09T22:52:07.681350] [DEBUG] [LOCAL ] Loaded configuration for FI: 3 features, 80.0% accuracy [2025-10-09T22:52:07.681431] [DEBUG] [LOCAL ] Loaded configuration for GDO: 1 features, 50.0% accuracy [2025-10-09T22:52:07.681548] [DEBUG] [LOCAL ] Loaded configuration for UNF: 1 features, 70.0% accuracy [2025-10-09T22:52:07.681636] [DEBUG] [LOCAL ] Loaded configuration for MKL: 5 features, 90.0% accuracy [2025-10-09T22:52:07.681766] [DEBUG] [LOCAL ] Loaded configuration for GCO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.681853] [DEBUG] [LOCAL ] Loaded configuration for FLC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.681950] [DEBUG] [LOCAL ] Loaded configuration for SRI: 2 features, 80.0% accuracy [2025-10-09T22:52:07.682039] [DEBUG] [LOCAL ] Loaded configuration for FNV: 2 features, 70.0% accuracy [2025-10-09T22:52:07.682104] [DEBUG] [LOCAL ] Loaded configuration for BCAT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.682184] [DEBUG] [LOCAL ] Loaded configuration for FG: 0 features, 80.0% accuracy [2025-10-09T22:52:07.682289] [DEBUG] [LOCAL ] Loaded configuration for GXO: 1 features, 50.0% accuracy [2025-10-09T22:52:07.682408] [DEBUG] [LOCAL ] Loaded configuration for COUR: 2 features, 70.0% accuracy [2025-10-09T22:52:07.682539] [DEBUG] [LOCAL ] Loaded configuration for AGM: 3 features, 90.0% accuracy [2025-10-09T22:52:07.682687] [DEBUG] [LOCAL ] Loaded configuration for GRND: 3 features, 60.0% accuracy [2025-10-09T22:52:07.682795] [DEBUG] [LOCAL ] Loaded configuration for BBY: 1 features, 60.0% accuracy [2025-10-09T22:52:07.682922] [DEBUG] [LOCAL ] Loaded configuration for BIPJ: 1 features, 90.0% accuracy [2025-10-09T22:52:07.683030] [DEBUG] [LOCAL ] Loaded configuration for GFF: 1 features, 80.0% accuracy [2025-10-09T22:52:07.683156] [DEBUG] [LOCAL ] Loaded configuration for COOK: 1 features, 80.0% accuracy [2025-10-09T22:52:07.683263] [DEBUG] [LOCAL ] Loaded configuration for BURL: 3 features, 50.0% accuracy [2025-10-09T22:52:07.683387] [DEBUG] [LOCAL ] Loaded configuration for HLLY: 1 features, 60.0% accuracy [2025-10-09T22:52:07.683765] [DEBUG] [LOCAL ] Loaded configuration for MFC: 2 features, 70.0% accuracy [2025-10-09T22:52:07.683853] [DEBUG] [LOCAL ] Loaded configuration for CIM: 1 features, 70.0% accuracy [2025-10-09T22:52:07.683938] [DEBUG] [LOCAL ] Loaded configuration for VST: 5 features, 100.0% accuracy [2025-10-09T22:52:07.684062] [DEBUG] [LOCAL ] Loaded configuration for AMTB: 3 features, 80.0% accuracy [2025-10-09T22:52:07.684151] [DEBUG] [LOCAL ] Loaded configuration for HY: 3 features, 100.0% accuracy [2025-10-09T22:52:07.684235] [DEBUG] [LOCAL ] Loaded configuration for IIPR: 3 features, 70.0% accuracy [2025-10-09T22:52:07.684350] [DEBUG] [LOCAL ] Loaded configuration for IRT: 1 features, 70.0% accuracy [2025-10-09T22:52:07.684473] [DEBUG] [LOCAL ] Loaded configuration for ANRO: 0 features, 90.0% accuracy [2025-10-09T22:52:07.684581] [DEBUG] [LOCAL ] Loaded configuration for TY: 6 features, 90.0% accuracy [2025-10-09T22:52:07.684741] [DEBUG] [LOCAL ] Loaded configuration for L: 1 features, 70.0% accuracy [2025-10-09T22:52:07.684848] [DEBUG] [LOCAL ] Loaded configuration for E: 3 features, 90.0% accuracy [2025-10-09T22:52:07.684973] [DEBUG] [LOCAL ] Loaded configuration for CRBG: 2 features, 80.0% accuracy [2025-10-09T22:52:07.685098] [DEBUG] [LOCAL ] Loaded configuration for AMRC: 2 features, 100.0% accuracy [2025-10-09T22:52:07.685218] [DEBUG] [LOCAL ] Loaded configuration for BAK: 3 features, 70.0% accuracy [2025-10-09T22:52:07.685325] [DEBUG] [LOCAL ] Loaded configuration for EOS: 5 features, 60.0% accuracy [2025-10-09T22:52:07.685431] [DEBUG] [LOCAL ] Loaded configuration for CRC: 3 features, 70.0% accuracy [2025-10-09T22:52:07.685536] [DEBUG] [LOCAL ] Loaded configuration for CW: 2 features, 90.0% accuracy [2025-10-09T22:52:07.685683] [DEBUG] [LOCAL ] Loaded configuration for AMWL: 0 features, 80.0% accuracy [2025-10-09T22:52:07.685789] [DEBUG] [LOCAL ] Loaded configuration for EFR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.685894] [DEBUG] [LOCAL ] Loaded configuration for FINS: 3 features, 80.0% accuracy [2025-10-09T22:52:07.686006] [DEBUG] [LOCAL ] Loaded configuration for MFSI: 4 features, 70.0% accuracy [2025-10-09T22:52:07.686125] [DEBUG] [LOCAL ] Loaded configuration for FCPT: 1 features, 80.0% accuracy [2025-10-09T22:52:07.686245] [DEBUG] [LOCAL ] Loaded configuration for UNH: 2 features, 70.0% accuracy [2025-10-09T22:52:07.686351] [DEBUG] [LOCAL ] Loaded configuration for VLN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.686471] [DEBUG] [LOCAL ] Loaded configuration for AFG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.686576] [DEBUG] [LOCAL ] Loaded configuration for TGT: 4 features, 70.0% accuracy [2025-10-09T22:52:07.686709] [DEBUG] [LOCAL ] Loaded configuration for EMR: 4 features, 90.0% accuracy [2025-10-09T22:52:07.686796] [DEBUG] [LOCAL ] Loaded configuration for TYL: 1 features, 60.0% accuracy [2025-10-09T22:52:07.686893] [DEBUG] [LOCAL ] Loaded configuration for INGM: 3 features, 90.0% accuracy [2025-10-09T22:52:07.686981] [DEBUG] [LOCAL ] Loaded configuration for ACHR: 3 features, 80.0% accuracy [2025-10-09T22:52:07.687065] [DEBUG] [LOCAL ] Loaded configuration for TBB: 1 features, 70.0% accuracy [2025-10-09T22:52:07.687171] [DEBUG] [LOCAL ] Loaded configuration for ADCT: 3 features, 60.0% accuracy [2025-10-09T22:52:07.687275] [DEBUG] [LOCAL ] Loaded configuration for BANC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.687379] [DEBUG] [LOCAL ] Loaded configuration for CADE: 2 features, 100.0% accuracy [2025-10-09T22:52:07.687467] [DEBUG] [LOCAL ] Loaded configuration for APO: 5 features, 60.0% accuracy [2025-10-09T22:52:07.687563] [DEBUG] [LOCAL ] Loaded configuration for SAN: 4 features, 80.0% accuracy [2025-10-09T22:52:07.687749] [DEBUG] [LOCAL ] Loaded configuration for SAFE: 4 features, 80.0% accuracy [2025-10-09T22:52:07.687838] [DEBUG] [LOCAL ] Loaded configuration for FPF: 3 features, 80.0% accuracy [2025-10-09T22:52:07.687939] [DEBUG] [LOCAL ] Loaded configuration for LUMN: 4 features, 90.0% accuracy [2025-10-09T22:52:07.688050] [DEBUG] [LOCAL ] Loaded configuration for RYAM: 1 features, 70.0% accuracy [2025-10-09T22:52:07.688168] [DEBUG] [LOCAL ] Loaded configuration for STXK: 1 features, 80.0% accuracy [2025-10-09T22:52:07.688288] [DEBUG] [LOCAL ] Loaded configuration for TGS: 2 features, 80.0% accuracy [2025-10-09T22:52:07.688394] [DEBUG] [LOCAL ] Loaded configuration for DV: 0 features, 50.0% accuracy [2025-10-09T22:52:07.688513] [DEBUG] [LOCAL ] Loaded configuration for VIV: 1 features, 100.0% accuracy [2025-10-09T22:52:07.688671] [DEBUG] [LOCAL ] Loaded configuration for SNDR: 0 features, 40.0% accuracy [2025-10-09T22:52:07.688823] [DEBUG] [LOCAL ] Loaded configuration for AAT: 4 features, 80.0% accuracy [2025-10-09T22:52:07.688943] [DEBUG] [LOCAL ] Loaded configuration for THW: 3 features, 80.0% accuracy [2025-10-09T22:52:07.689063] [DEBUG] [LOCAL ] Loaded configuration for USB: 5 features, 90.0% accuracy [2025-10-09T22:52:07.689187] [DEBUG] [LOCAL ] Loaded configuration for AYI: 5 features, 80.0% accuracy [2025-10-09T22:52:07.689293] [DEBUG] [LOCAL ] Loaded configuration for CLH: 3 features, 80.0% accuracy [2025-10-09T22:52:07.689398] [DEBUG] [LOCAL ] Loaded configuration for CBT: 2 features, 60.0% accuracy [2025-10-09T22:52:07.689518] [DEBUG] [LOCAL ] Loaded configuration for DUKB: 4 features, 80.0% accuracy [2025-10-09T22:52:07.689624] [DEBUG] [LOCAL ] Loaded configuration for JELD: 2 features, 90.0% accuracy [2025-10-09T22:52:07.689774] [DEBUG] [LOCAL ] Loaded configuration for VNT: 7 features, 90.0% accuracy [2025-10-09T22:52:07.689894] [DEBUG] [LOCAL ] Loaded configuration for AMCR: 2 features, 90.0% accuracy [2025-10-09T22:52:07.689999] [DEBUG] [LOCAL ] Loaded configuration for EG: 1 features, 70.0% accuracy [2025-10-09T22:52:07.690117] [DEBUG] [LOCAL ] Loaded configuration for CP: 3 features, 80.0% accuracy [2025-10-09T22:52:07.690232] [DEBUG] [LOCAL ] Loaded configuration for LUV: 4 features, 70.0% accuracy [2025-10-09T22:52:07.690337] [DEBUG] [LOCAL ] Loaded configuration for EFXT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.690456] [DEBUG] [LOCAL ] Loaded configuration for ES: 4 features, 90.0% accuracy [2025-10-09T22:52:07.690571] [DEBUG] [LOCAL ] Loaded configuration for GFR: 0 features, 70.0% accuracy [2025-10-09T22:52:07.690689] [DEBUG] [LOCAL ] Loaded configuration for EDD: 4 features, 70.0% accuracy [2025-10-09T22:52:07.690778] [DEBUG] [LOCAL ] Loaded configuration for CVNA: 3 features, 80.0% accuracy [2025-10-09T22:52:07.690890] [DEBUG] [LOCAL ] Loaded configuration for BNT: 2 features, 60.0% accuracy [2025-10-09T22:52:07.690999] [DEBUG] [LOCAL ] Loaded configuration for JQC: 0 features, 60.0% accuracy [2025-10-09T22:52:07.691106] [DEBUG] [LOCAL ] Loaded configuration for TIXT: 2 features, 80.0% accuracy [2025-10-09T22:52:07.691212] [DEBUG] [LOCAL ] Loaded configuration for SKLZ: 1 features, 60.0% accuracy [2025-10-09T22:52:07.691319] [DEBUG] [LOCAL ] Loaded configuration for WMS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.691444] [DEBUG] [LOCAL ] Loaded configuration for BLND: 3 features, 80.0% accuracy [2025-10-09T22:52:07.691572] [DEBUG] [LOCAL ] Loaded configuration for WF: 4 features, 90.0% accuracy [2025-10-09T22:52:07.691729] [DEBUG] [LOCAL ] Loaded configuration for CAT: 5 features, 80.0% accuracy [2025-10-09T22:52:07.691857] [DEBUG] [LOCAL ] Loaded configuration for ETN: 3 features, 80.0% accuracy [2025-10-09T22:52:07.691965] [DEBUG] [LOCAL ] Loaded configuration for CRK: 1 features, 60.0% accuracy [2025-10-09T22:52:07.692073] [DEBUG] [LOCAL ] Loaded configuration for RZB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.692179] [DEBUG] [LOCAL ] Loaded configuration for UWMC: 2 features, 80.0% accuracy [2025-10-09T22:52:07.692286] [DEBUG] [LOCAL ] Loaded configuration for ELP: 3 features, 70.0% accuracy [2025-10-09T22:52:07.692410] [DEBUG] [LOCAL ] Loaded configuration for ARDT: 2 features, 60.0% accuracy [2025-10-09T22:52:07.692518] [DEBUG] [LOCAL ] Loaded configuration for MMS: 3 features, 70.0% accuracy [2025-10-09T22:52:07.692605] [DEBUG] [LOCAL ] Loaded configuration for FLXR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.692728] [DEBUG] [LOCAL ] Loaded configuration for CSR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.692852] [DEBUG] [LOCAL ] Loaded configuration for KEX: 1 features, 80.0% accuracy [2025-10-09T22:52:07.692960] [DEBUG] [LOCAL ] Loaded configuration for IGD: 1 features, 60.0% accuracy [2025-10-09T22:52:07.693067] [DEBUG] [LOCAL ] Loaded configuration for HOG: 2 features, 70.0% accuracy [2025-10-09T22:52:07.693197] [DEBUG] [LOCAL ] Loaded configuration for AKR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.693290] [DEBUG] [LOCAL ] Loaded configuration for EMF: 4 features, 70.0% accuracy [2025-10-09T22:52:07.693375] [DEBUG] [LOCAL ] Loaded configuration for FFC: 4 features, 80.0% accuracy [2025-10-09T22:52:07.693495] [DEBUG] [LOCAL ] Loaded configuration for MLR: 3 features, 60.0% accuracy [2025-10-09T22:52:07.693615] [DEBUG] [LOCAL ] Loaded configuration for IT: 3 features, 70.0% accuracy [2025-10-09T22:52:07.693747] [DEBUG] [LOCAL ] Loaded configuration for BKSY: 2 features, 80.0% accuracy [2025-10-09T22:52:07.693839] [DEBUG] [LOCAL ] Loaded configuration for ASA: 2 features, 80.0% accuracy [2025-10-09T22:52:07.693927] [DEBUG] [LOCAL ] Loaded configuration for ED: 2 features, 70.0% accuracy [2025-10-09T22:52:07.693993] [DEBUG] [LOCAL ] Loaded configuration for BNL: 1 features, 80.0% accuracy [2025-10-09T22:52:07.694057] [DEBUG] [LOCAL ] Loaded configuration for TWLO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.694154] [DEBUG] [LOCAL ] Loaded configuration for SES: 3 features, 70.0% accuracy [2025-10-09T22:52:07.694243] [DEBUG] [LOCAL ] Loaded configuration for WMK: 0 features, 90.0% accuracy [2025-10-09T22:52:07.694341] [DEBUG] [LOCAL ] Loaded configuration for EXG: 2 features, 80.0% accuracy [2025-10-09T22:52:07.694430] [DEBUG] [LOCAL ] Loaded configuration for EPAC: 1 features, 60.0% accuracy [2025-10-09T22:52:07.694514] [DEBUG] [LOCAL ] Loaded configuration for YPF: 2 features, 100.0% accuracy [2025-10-09T22:52:07.694618] [DEBUG] [LOCAL ] Loaded configuration for IFF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.694770] [DEBUG] [LOCAL ] Loaded configuration for ERJ: 4 features, 80.0% accuracy [2025-10-09T22:52:07.694878] [DEBUG] [LOCAL ] Loaded configuration for KAR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.694997] [DEBUG] [LOCAL ] Loaded configuration for SOBO: 1 features, 50.0% accuracy [2025-10-09T22:52:07.695085] [DEBUG] [LOCAL ] Loaded configuration for IVZ: 1 features, 80.0% accuracy [2025-10-09T22:52:07.695182] [DEBUG] [LOCAL ] Loaded configuration for EBS: 2 features, 60.0% accuracy [2025-10-09T22:52:07.695302] [DEBUG] [LOCAL ] Loaded configuration for TVE: 3 features, 70.0% accuracy [2025-10-09T22:52:07.695391] [DEBUG] [LOCAL ] Loaded configuration for HHH: 1 features, 80.0% accuracy [2025-10-09T22:52:07.695501] [DEBUG] [LOCAL ] Loaded configuration for AG: 4 features, 100.0% accuracy [2025-10-09T22:52:07.695607] [DEBUG] [LOCAL ] Loaded configuration for UMH: 1 features, 60.0% accuracy [2025-10-09T22:52:07.695762] [DEBUG] [LOCAL ] Loaded configuration for MGY: 3 features, 80.0% accuracy [2025-10-09T22:52:07.695871] [DEBUG] [LOCAL ] Loaded configuration for WGO: 2 features, 60.0% accuracy [2025-10-09T22:52:07.695977] [DEBUG] [LOCAL ] Loaded configuration for STNG: 0 features, 40.0% accuracy [2025-10-09T22:52:07.696099] [DEBUG] [LOCAL ] Loaded configuration for TRV: 3 features, 70.0% accuracy [2025-10-09T22:52:07.696224] [DEBUG] [LOCAL ] Loaded configuration for VMI: 2 features, 90.0% accuracy [2025-10-09T22:52:07.696332] [DEBUG] [LOCAL ] Loaded configuration for HPI: 2 features, 90.0% accuracy [2025-10-09T22:52:07.696419] [DEBUG] [LOCAL ] Loaded configuration for ELME: 3 features, 80.0% accuracy [2025-10-09T22:52:07.696526] [DEBUG] [LOCAL ] Loaded configuration for BAP: 1 features, 70.0% accuracy [2025-10-09T22:52:07.696614] [DEBUG] [LOCAL ] Loaded configuration for VRE: 2 features, 70.0% accuracy [2025-10-09T22:52:07.696743] [DEBUG] [LOCAL ] Loaded configuration for SCM: 5 features, 90.0% accuracy [2025-10-09T22:52:07.696868] [DEBUG] [LOCAL ] Loaded configuration for CUZ: 1 features, 90.0% accuracy [2025-10-09T22:52:07.696987] [DEBUG] [LOCAL ] Loaded configuration for TEO: 1 features, 70.0% accuracy [2025-10-09T22:52:07.697076] [DEBUG] [LOCAL ] Loaded configuration for CHH: 2 features, 50.0% accuracy [2025-10-09T22:52:07.697151] [DEBUG] [LOCAL ] Loaded configuration for GLP: 3 features, 80.0% accuracy [2025-10-09T22:52:07.697249] [DEBUG] [LOCAL ] Loaded configuration for BOW: 1 features, 70.0% accuracy [2025-10-09T22:52:07.697376] [DEBUG] [LOCAL ] Loaded configuration for SAR: 0 features, 80.0% accuracy [2025-10-09T22:52:07.697496] [DEBUG] [LOCAL ] Loaded configuration for TGNA: 1 features, 60.0% accuracy [2025-10-09T22:52:07.697628] [DEBUG] [LOCAL ] Loaded configuration for HII: 4 features, 90.0% accuracy [2025-10-09T22:52:07.697765] [DEBUG] [LOCAL ] Loaded configuration for ACI: 1 features, 60.0% accuracy [2025-10-09T22:52:07.697854] [DEBUG] [LOCAL ] Loaded configuration for EXK: 3 features, 100.0% accuracy [2025-10-09T22:52:07.697938] [DEBUG] [LOCAL ] Loaded configuration for ELS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.698057] [DEBUG] [LOCAL ] Loaded configuration for TEAF: 2 features, 50.0% accuracy [2025-10-09T22:52:07.698145] [DEBUG] [LOCAL ] Loaded configuration for GHC: 2 features, 100.0% accuracy [2025-10-09T22:52:07.698230] [DEBUG] [LOCAL ] Loaded configuration for BUXX: 1 features, 80.0% accuracy [2025-10-09T22:52:07.698357] [DEBUG] [LOCAL ] Loaded configuration for CMI: 1 features, 70.0% accuracy [2025-10-09T22:52:07.698447] [DEBUG] [LOCAL ] Loaded configuration for TLYS: 2 features, 80.0% accuracy [2025-10-09T22:52:07.698560] [DEBUG] [LOCAL ] Loaded configuration for DRLL: 3 features, 70.0% accuracy [2025-10-09T22:52:07.698675] [DEBUG] [LOCAL ] Loaded configuration for GSL: 5 features, 70.0% accuracy [2025-10-09T22:52:07.698766] [DEBUG] [LOCAL ] Loaded configuration for STXG: 1 features, 70.0% accuracy [2025-10-09T22:52:07.698893] [DEBUG] [LOCAL ] Loaded configuration for KF: 2 features, 80.0% accuracy [2025-10-09T22:52:07.698982] [DEBUG] [LOCAL ] Loaded configuration for TRN: 0 features, 50.0% accuracy [2025-10-09T22:52:07.699301] [DEBUG] [LOCAL ] Loaded configuration for GME: 4 features, 90.0% accuracy [2025-10-09T22:52:07.699432] [DEBUG] [LOCAL ] Loaded configuration for STVN: 2 features, 70.0% accuracy [2025-10-09T22:52:07.699540] [DEBUG] [LOCAL ] Loaded configuration for BMI: 3 features, 90.0% accuracy [2025-10-09T22:52:07.699674] [DEBUG] [LOCAL ] Loaded configuration for HDB: 3 features, 80.0% accuracy [2025-10-09T22:52:07.699785] [DEBUG] [LOCAL ] Loaded configuration for HPF: 3 features, 90.0% accuracy [2025-10-09T22:52:07.699908] [DEBUG] [LOCAL ] Loaded configuration for HUYA: 0 features, 70.0% accuracy [2025-10-09T22:52:07.700014] [DEBUG] [LOCAL ] Loaded configuration for VRT: 2 features, 70.0% accuracy [2025-10-09T22:52:07.700103] [DEBUG] [LOCAL ] Loaded configuration for SITE: 2 features, 80.0% accuracy [2025-10-09T22:52:07.700169] [DEBUG] [LOCAL ] Loaded configuration for AVK: 3 features, 80.0% accuracy [2025-10-09T22:52:07.700234] [DEBUG] [LOCAL ] Loaded configuration for ATKR: 1 features, 60.0% accuracy [2025-10-09T22:52:07.700335] [DEBUG] [LOCAL ] Loaded configuration for CFG: 2 features, 40.0% accuracy [2025-10-09T22:52:07.700460] [DEBUG] [LOCAL ] Loaded configuration for ELAN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.700568] [DEBUG] [LOCAL ] Loaded configuration for TDS: 4 features, 60.0% accuracy [2025-10-09T22:52:07.700700] [DEBUG] [LOCAL ] Loaded configuration for DHR: 2 features, 80.0% accuracy [2025-10-09T22:52:07.700789] [DEBUG] [LOCAL ] Loaded configuration for WT: 1 features, 60.0% accuracy [2025-10-09T22:52:07.700903] [DEBUG] [LOCAL ] Loaded configuration for AMPY: 3 features, 70.0% accuracy [2025-10-09T22:52:07.700993] [DEBUG] [LOCAL ] Loaded configuration for SKYH: 2 features, 60.0% accuracy [2025-10-09T22:52:07.701113] [DEBUG] [LOCAL ] Loaded configuration for CIVI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.701235] [DEBUG] [LOCAL ] Loaded configuration for DMO: 4 features, 90.0% accuracy [2025-10-09T22:52:07.701363] [DEBUG] [LOCAL ] Loaded configuration for CMSC: 1 features, 70.0% accuracy [2025-10-09T22:52:07.701492] [DEBUG] [LOCAL ] Loaded configuration for EDF: 0 features, 70.0% accuracy [2025-10-09T22:52:07.701599] [DEBUG] [LOCAL ] Loaded configuration for ACN: 3 features, 70.0% accuracy [2025-10-09T22:52:07.701751] [DEBUG] [LOCAL ] Loaded configuration for CRI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.701857] [DEBUG] [LOCAL ] Loaded configuration for KBR: 3 features, 70.0% accuracy [2025-10-09T22:52:07.701982] [DEBUG] [LOCAL ] Loaded configuration for BUR: 5 features, 80.0% accuracy [2025-10-09T22:52:07.702097] [DEBUG] [LOCAL ] Loaded configuration for LFT: 1 features, 70.0% accuracy [2025-10-09T22:52:07.702177] [DEBUG] [LOCAL ] Loaded configuration for DOLE: 1 features, 80.0% accuracy [2025-10-09T22:52:07.702263] [DEBUG] [LOCAL ] Loaded configuration for KNOP: 1 features, 100.0% accuracy [2025-10-09T22:52:07.702351] [DEBUG] [LOCAL ] Loaded configuration for CCJ: 4 features, 80.0% accuracy [2025-10-09T22:52:07.702452] [DEBUG] [LOCAL ] Loaded configuration for VIK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.702567] [DEBUG] [LOCAL ] Loaded configuration for ITUB: 4 features, 80.0% accuracy [2025-10-09T22:52:07.702681] [DEBUG] [LOCAL ] Loaded configuration for ENB: 3 features, 70.0% accuracy [2025-10-09T22:52:07.702801] [DEBUG] [LOCAL ] Loaded configuration for HPS: 2 features, 80.0% accuracy [2025-10-09T22:52:07.702921] [DEBUG] [LOCAL ] Loaded configuration for STXD: 4 features, 50.0% accuracy [2025-10-09T22:52:07.703270] [DEBUG] [LOCAL ] Loaded configuration for LU: 0 features, 80.0% accuracy [2025-10-09T22:52:07.703378] [DEBUG] [LOCAL ] Loaded configuration for JLS: 3 features, 70.0% accuracy [2025-10-09T22:52:07.703468] [DEBUG] [LOCAL ] Loaded configuration for JEF: 4 features, 70.0% accuracy [2025-10-09T22:52:07.703534] [DEBUG] [LOCAL ] Loaded configuration for HRTG: 0 features, 80.0% accuracy [2025-10-09T22:52:07.703632] [DEBUG] [LOCAL ] Loaded configuration for XPO: 2 features, 70.0% accuracy [2025-10-09T22:52:07.703774] [DEBUG] [LOCAL ] Loaded configuration for ARMK: 1 features, 70.0% accuracy [2025-10-09T22:52:07.703888] [DEBUG] [LOCAL ] Loaded configuration for UZD: 3 features, 80.0% accuracy [2025-10-09T22:52:07.704008] [DEBUG] [LOCAL ] Loaded configuration for BKU: 4 features, 80.0% accuracy [2025-10-09T22:52:07.704128] [DEBUG] [LOCAL ] Loaded configuration for YOU: 1 features, 60.0% accuracy [2025-10-09T22:52:07.704248] [DEBUG] [LOCAL ] Loaded configuration for ABR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.704335] [DEBUG] [LOCAL ] Loaded configuration for SXI: 2 features, 60.0% accuracy [2025-10-09T22:52:07.704419] [DEBUG] [LOCAL ] Loaded configuration for T: 5 features, 90.0% accuracy [2025-10-09T22:52:07.704538] [DEBUG] [LOCAL ] Loaded configuration for HUBS: 3 features, 80.0% accuracy [2025-10-09T22:52:07.704683] [DEBUG] [LOCAL ] Loaded configuration for KNX: 3 features, 70.0% accuracy [2025-10-09T22:52:07.704774] [DEBUG] [LOCAL ] Loaded configuration for CTDD: 4 features, 80.0% accuracy [2025-10-09T22:52:07.704857] [DEBUG] [LOCAL ] Loaded configuration for GGZ: 2 features, 80.0% accuracy [2025-10-09T22:52:07.704964] [DEBUG] [LOCAL ] Loaded configuration for DAVA: 3 features, 80.0% accuracy [2025-10-09T22:52:07.705081] [DEBUG] [LOCAL ] Loaded configuration for ESI: 1 features, 80.0% accuracy [2025-10-09T22:52:07.705202] [DEBUG] [LOCAL ] Loaded configuration for XFLT: 4 features, 90.0% accuracy [2025-10-09T22:52:07.705325] [DEBUG] [LOCAL ] Loaded configuration for FCX: 2 features, 80.0% accuracy [2025-10-09T22:52:07.705444] [DEBUG] [LOCAL ] Loaded configuration for MCR: 2 features, 60.0% accuracy [2025-10-09T22:52:07.705775] [DEBUG] [LOCAL ] Loaded configuration for MLI: 1 features, 60.0% accuracy [2025-10-09T22:52:07.705900] [DEBUG] [LOCAL ] Loaded configuration for LOCL: 3 features, 80.0% accuracy [2025-10-09T22:52:07.706022] [DEBUG] [LOCAL ] Loaded configuration for HQL: 4 features, 80.0% accuracy [2025-10-09T22:52:07.706124] [DEBUG] [LOCAL ] Loaded configuration for ZEPP: 3 features, 90.0% accuracy [2025-10-09T22:52:07.706446] [DEBUG] [LOCAL ] Loaded configuration for FLO: 3 features, 80.0% accuracy [2025-10-09T22:52:07.706553] [DEBUG] [LOCAL ] Loaded configuration for CCL: 3 features, 80.0% accuracy [2025-10-09T22:52:07.706685] [DEBUG] [LOCAL ] Loaded configuration for VEEV: 3 features, 100.0% accuracy [2025-10-09T22:52:07.706815] [DEBUG] [LOCAL ] Loaded configuration for ALL: 2 features, 60.0% accuracy [2025-10-09T22:52:07.706920] [DEBUG] [LOCAL ] Loaded configuration for KREF: 1 features, 70.0% accuracy [2025-10-09T22:52:07.707026] [DEBUG] [LOCAL ] Loaded configuration for WH: 3 features, 70.0% accuracy [2025-10-09T22:52:07.707145] [DEBUG] [LOCAL ] Loaded configuration for SFL: 2 features, 70.0% accuracy [2025-10-09T22:52:07.707299] [DEBUG] [LOCAL ] Loaded configuration for CHN: 3 features, 60.0% accuracy [2025-10-09T22:52:07.707423] [DEBUG] [LOCAL ] Loaded configuration for FPH: 3 features, 70.0% accuracy [2025-10-09T22:52:07.707529] [DEBUG] [LOCAL ] Loaded configuration for BWNB: 2 features, 80.0% accuracy [2025-10-09T22:52:07.707711] [DEBUG] [LOCAL ] Loaded configuration for LMT: 1 features, 70.0% accuracy [2025-10-09T22:52:07.707869] [DEBUG] [LOCAL ] Loaded configuration for SYF: 3 features, 90.0% accuracy [2025-10-09T22:52:07.707965] [DEBUG] [LOCAL ] Loaded configuration for UCB: 1 features, 80.0% accuracy [2025-10-09T22:52:07.708058] [DEBUG] [LOCAL ] Loaded configuration for AWK: 2 features, 70.0% accuracy [2025-10-09T22:52:07.708165] [DEBUG] [LOCAL ] Loaded configuration for CTS: 2 features, 70.0% accuracy [2025-10-09T22:52:07.708295] [DEBUG] [LOCAL ] Loaded configuration for CULP: 5 features, 90.0% accuracy [2025-10-09T22:52:07.708403] [DEBUG] [LOCAL ] Loaded configuration for MATV: 3 features, 90.0% accuracy [2025-10-09T22:52:07.708511] [DEBUG] [LOCAL ] Loaded configuration for BOX: 2 features, 70.0% accuracy [2025-10-09T22:52:07.708599] [DEBUG] [LOCAL ] Loaded configuration for EVH: 0 features, 40.0% accuracy [2025-10-09T22:52:07.708720] [DEBUG] [LOCAL ] Loaded configuration for TRNO: 3 features, 70.0% accuracy [2025-10-09T22:52:07.708825] [DEBUG] [LOCAL ] Loaded configuration for TT: 5 features, 80.0% accuracy [2025-10-09T22:52:07.708948] [DEBUG] [LOCAL ] Loaded configuration for SMRT: 3 features, 90.0% accuracy [2025-10-09T22:52:07.709053] [DEBUG] [LOCAL ] Loaded configuration for CHWY: 2 features, 70.0% accuracy [2025-10-09T22:52:07.709177] [DEBUG] [LOCAL ] Loaded configuration for EVTL: 2 features, 80.0% accuracy [2025-10-09T22:52:07.709284] [DEBUG] [LOCAL ] Loaded configuration for BFZ: 4 features, 80.0% accuracy [2025-10-09T22:52:07.709391] [DEBUG] [LOCAL ] Loaded configuration for XHR: 6 features, 70.0% accuracy [2025-10-09T22:52:07.709498] [DEBUG] [LOCAL ] Loaded configuration for ANVS: 3 features, 60.0% accuracy [2025-10-09T22:52:07.709605] [DEBUG] [LOCAL ] Loaded configuration for W: 4 features, 80.0% accuracy [2025-10-09T22:52:07.709754] [DEBUG] [LOCAL ] Loaded configuration for SAP: 2 features, 80.0% accuracy [2025-10-09T22:52:07.709859] [DEBUG] [LOCAL ] Loaded configuration for VAL: 4 features, 70.0% accuracy [2025-10-09T22:52:07.709965] [DEBUG] [LOCAL ] Loaded configuration for MAA: 3 features, 90.0% accuracy [2025-10-09T22:52:07.710070] [DEBUG] [LOCAL ] Loaded configuration for KBDC: 4 features, 60.0% accuracy [2025-10-09T22:52:07.710157] [DEBUG] [LOCAL ] Loaded configuration for VIRT: 2 features, 60.0% accuracy [2025-10-09T22:52:07.710222] [DEBUG] [LOCAL ] Loaded configuration for XYF: 0 features, 70.0% accuracy [2025-10-09T22:52:07.710306] [DEBUG] [LOCAL ] Loaded configuration for WMT: 1 features, 70.0% accuracy [2025-10-09T22:52:07.710393] [DEBUG] [LOCAL ] Loaded configuration for UFI: 1 features, 60.0% accuracy [2025-10-09T22:52:07.710476] [DEBUG] [LOCAL ] Loaded configuration for UHT: 3 features, 80.0% accuracy [2025-10-09T22:52:07.710597] [DEBUG] [LOCAL ] Loaded configuration for GMRE: 6 features, 80.0% accuracy [2025-10-09T22:52:07.710731] [DEBUG] [LOCAL ] Loaded configuration for BY: 4 features, 70.0% accuracy [2025-10-09T22:52:07.710806] [DEBUG] [LOCAL ] Loaded configuration for GEL: 4 features, 100.0% accuracy [2025-10-09T22:52:07.711138] [DEBUG] [LOCAL ] Loaded configuration for LPX: 2 features, 80.0% accuracy [2025-10-09T22:52:07.711227] [DEBUG] [LOCAL ] Loaded configuration for EFX: 3 features, 70.0% accuracy [2025-10-09T22:52:07.711311] [DEBUG] [LOCAL ] Loaded configuration for TU: 2 features, 50.0% accuracy [2025-10-09T22:52:07.711423] [DEBUG] [LOCAL ] Loaded configuration for WIW: 0 features, 70.0% accuracy [2025-10-09T22:52:07.711529] [DEBUG] [LOCAL ] Loaded configuration for JHI: 4 features, 60.0% accuracy [2025-10-09T22:52:07.711678] [DEBUG] [LOCAL ] Loaded configuration for MCO: 3 features, 70.0% accuracy [2025-10-09T22:52:07.711786] [DEBUG] [LOCAL ] Loaded configuration for CODI: 0 features, 90.0% accuracy [2025-10-09T22:52:07.711891] [DEBUG] [LOCAL ] Loaded configuration for LEN: 1 features, 70.0% accuracy [2025-10-09T22:52:07.712011] [DEBUG] [LOCAL ] Loaded configuration for CIO: 2 features, 60.0% accuracy [2025-10-09T22:52:07.712132] [DEBUG] [LOCAL ] Loaded configuration for CRS: 3 features, 60.0% accuracy [2025-10-09T22:52:07.712250] [DEBUG] [LOCAL ] Loaded configuration for EAI: 3 features, 70.0% accuracy [2025-10-09T22:52:07.712374] [DEBUG] [LOCAL ] Loaded configuration for AMT: 2 features, 80.0% accuracy [2025-10-09T22:52:07.713009] [INFO ] [LOCAL ] Saved consolidated report: 1687 forecasts -> ./output/forecasts/full/2025-10-10.txt [2025-10-09T22:52:07.713064] [INFO ] [sig ] [1/1] Successfully generated report for 2025-10-10: 1687 entries [2025-10-09T22:52:07.713097] [INFO ] [sig ] ================================================== [2025-10-09T22:52:07.713127] [INFO ] [sig ] Report generation complete: 1/1 reports succeeded [2025-10-09T22:52:08.317786] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: SIGR FORECAST' [2025-10-09T22:52:08.317987] [INFO ] [sig ] Email notification sent [2025-10-09T22:52:08.318351] [WARN ] [STATE ] State set to: COMPLETED_OK [2025-10-09T22:52:08.318623] [INFO ] [STATE ] Last completion updated: 2025-10-09T22:52:08.318441